2022-09-17 03:11:23,432 - mmdet - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.0 (default, Oct 9 2018, 10:31:47) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB 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: 4.6.0 MMCV: 1.4.2 MMCV Compiler: GCC 7.3 MMCV CUDA Compiler: 11.1 MMDetection: 2.22.0+abdbbac ------------------------------------------------------------ 2022-09-17 03:11:26,070 - mmdet - INFO - Distributed training: True 2022-09-17 03:11:28,666 - mmdet - INFO - Config: model = dict( type='CascadeRCNN', backbone=dict( type='ViTAdapter', patch_size=16, embed_dim=768, depth=12, num_heads=12, mlp_ratio=4, drop_path_rate=0.3, conv_inplane=64, n_points=4, deform_num_heads=12, cffn_ratio=0.25, deform_ratio=0.5, 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_base_patch16_224-b5f2ef4d.pth'), neck=dict( type='FPN', in_channels=[768, 768, 768, 768], 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=1, workers_per_gpu=2, 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_base_patch16_224-b5f2ef4d.pth' fp16 = dict(loss_scale=dict(init_scale=512)) work_dir = 'work_dirs/cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco' auto_resume = False gpu_ids = range(0, 16) 2022-09-17 03:11:36,790 - mmdet - INFO - Set random seed to 984229769, deterministic: False 2022-09-17 03:11:40,386 - 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.7.gamma1, blocks.4.gamma1, blocks.8.gamma1, blocks.0.gamma2, blocks.5.gamma1, blocks.6.gamma2, blocks.2.gamma1, blocks.8.gamma2, blocks.3.gamma1, blocks.6.gamma1, blocks.3.gamma2, blocks.7.gamma2, blocks.9.gamma1, blocks.0.gamma1, blocks.1.gamma1, blocks.11.gamma1, blocks.2.gamma2, blocks.4.gamma2, blocks.11.gamma2, blocks.9.gamma2, blocks.10.gamma1, blocks.10.gamma2, blocks.5.gamma2, blocks.1.gamma2 2022-09-17 03:12:00,875 - mmdet - INFO - initialize FPN with init_cfg {'type': 'Xavier', 'layer': 'Conv2d', 'distribution': 'uniform'} 2022-09-17 03:12:01,501 - mmdet - INFO - initialize RPNHead with init_cfg {'type': 'Normal', 'layer': 'Conv2d', 'std': 0.01} 2022-09-17 03:12:01,591 - 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'}]}] 2022-09-17 03:12:02,781 - 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'}]}] 2022-09-17 03:12:03,858 - 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, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.level_embed - torch.Size([3, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.patch_embed.proj.weight - torch.Size([768, 3, 16, 16]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.patch_embed.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.mlp.fc2.bias - torch.Size([768]): 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([768, 64, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc2.weight - torch.Size([768, 128, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc3.weight - torch.Size([768, 256, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc3.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc4.weight - torch.Size([768, 256, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc4.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.gamma - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.sampling_offsets.weight - torch.Size([288, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.sampling_offsets.bias - torch.Size([288]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.attention_weights.weight - torch.Size([144, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.attention_weights.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.sampling_offsets.weight - torch.Size([96, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.sampling_offsets.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.attention_weights.weight - torch.Size([48, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.attention_weights.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.fc1.weight - torch.Size([192, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.fc1.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.dwconv.dwconv.weight - torch.Size([192, 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([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.fc2.weight - torch.Size([768, 192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.gamma - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.sampling_offsets.weight - torch.Size([288, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.sampling_offsets.bias - torch.Size([288]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.attention_weights.weight - torch.Size([144, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.attention_weights.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.sampling_offsets.weight - torch.Size([96, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.sampling_offsets.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.attention_weights.weight - torch.Size([48, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.attention_weights.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.fc1.weight - torch.Size([192, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.fc1.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.dwconv.dwconv.weight - torch.Size([192, 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([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.fc2.weight - torch.Size([768, 192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.gamma - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.sampling_offsets.weight - torch.Size([288, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.sampling_offsets.bias - torch.Size([288]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.attention_weights.weight - torch.Size([144, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.attention_weights.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.sampling_offsets.weight - torch.Size([96, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.sampling_offsets.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.attention_weights.weight - torch.Size([48, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.attention_weights.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.fc1.weight - torch.Size([192, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.fc1.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.dwconv.dwconv.weight - torch.Size([192, 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([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.fc2.weight - torch.Size([768, 192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.gamma - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.sampling_offsets.weight - torch.Size([288, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.sampling_offsets.bias - torch.Size([288]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.attention_weights.weight - torch.Size([144, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.attention_weights.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.sampling_offsets.weight - torch.Size([96, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.sampling_offsets.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.attention_weights.weight - torch.Size([48, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.attention_weights.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.fc1.weight - torch.Size([192, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.fc1.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.dwconv.dwconv.weight - torch.Size([192, 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([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.fc2.weight - torch.Size([768, 192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.feat_norm.bias - torch.Size([768]): 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([96, 768]): 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([96]): 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([48, 768]): 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([48]): 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, 768]): 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([768, 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([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn.fc1.weight - torch.Size([192, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn.fc1.bias - torch.Size([192]): 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([192, 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([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn.fc2.weight - torch.Size([768, 192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.feat_norm.bias - torch.Size([768]): 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([96, 768]): 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([96]): 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([48, 768]): 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([48]): 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, 768]): 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([768, 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([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn.fc1.weight - torch.Size([192, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn.fc1.bias - torch.Size([192]): 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([192, 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([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn.fc2.weight - torch.Size([768, 192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.up.weight - torch.Size([768, 768, 2, 2]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.up.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm3.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm3.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm4.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm4.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN neck.lateral_convs.0.conv.weight - torch.Size([256, 768, 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, 768, 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, 768, 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, 768, 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 2022-09-17 03:12:21,843 - mmdet - INFO - Start running, host: chenzhe1@SH-IDC1-10-140-1-150, work_dir: /mnt/petrelfs/chenzhe1/workspace/ViT-Adapter/detection/work_dirs/cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco 2022-09-17 03:12:21,843 - 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 -------------------- 2022-09-17 03:12:21,844 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs 2022-09-17 03:12:21,846 - mmdet - INFO - Checkpoints will be saved to /mnt/petrelfs/chenzhe1/workspace/ViT-Adapter/detection/work_dirs/cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco by HardDiskBackend. 2022-09-17 03:13:55,620 - mmdet - INFO - Epoch [1][50/7330] lr: 9.890e-06, eta: 5 days, 17:25:26, time: 1.875, data_time: 1.368, memory: 11981, loss_rpn_cls: 0.7038, loss_rpn_bbox: 0.0767, s0.loss_cls: 2.7535, s0.acc: 68.7817, s0.loss_bbox: 0.0277, s0.loss_mask: 0.6908, s1.loss_cls: 1.3670, s1.acc: 70.2000, s1.loss_bbox: 0.0036, s1.loss_mask: 0.3467, s2.loss_cls: 0.6989, s2.acc: 65.8489, s2.loss_bbox: 0.0004, s2.loss_mask: 0.1751, loss: 6.8442 2022-09-17 03:14:18,992 - mmdet - INFO - Epoch [1][100/7330] lr: 1.988e-05, eta: 3 days, 13:48:07, time: 0.467, data_time: 0.010, memory: 12034, loss_rpn_cls: 0.6563, loss_rpn_bbox: 0.0654, s0.loss_cls: 0.2049, s0.acc: 97.8142, s0.loss_bbox: 0.0408, s0.loss_mask: 0.6835, s1.loss_cls: 0.0813, s1.acc: 98.4036, s1.loss_bbox: 0.0056, s1.loss_mask: 0.3424, s2.loss_cls: 0.0365, s2.acc: 98.6238, s2.loss_bbox: 0.0007, s2.loss_mask: 0.1720, loss: 2.2893 2022-09-17 03:14:42,956 - mmdet - INFO - Epoch [1][150/7330] lr: 2.987e-05, eta: 2 days, 20:54:12, time: 0.480, data_time: 0.008, memory: 12056, loss_rpn_cls: 0.4958, loss_rpn_bbox: 0.0690, s0.loss_cls: 0.3198, s0.acc: 95.4248, s0.loss_bbox: 0.1458, s0.loss_mask: 0.6726, s1.loss_cls: 0.0967, s1.acc: 97.5586, s1.loss_bbox: 0.0200, s1.loss_mask: 0.3348, s2.loss_cls: 0.0350, s2.acc: 98.3621, s2.loss_bbox: 0.0024, s2.loss_mask: 0.1686, loss: 2.3603 2022-09-17 03:15:07,216 - mmdet - INFO - Epoch [1][200/7330] lr: 3.986e-05, eta: 2 days, 12:32:57, time: 0.485, data_time: 0.013, memory: 12105, loss_rpn_cls: 0.2261, loss_rpn_bbox: 0.0615, s0.loss_cls: 0.4692, s0.acc: 92.6223, s0.loss_bbox: 0.2658, s0.loss_mask: 0.6435, s1.loss_cls: 0.1289, s1.acc: 96.4702, s1.loss_bbox: 0.0376, s1.loss_mask: 0.3200, s2.loss_cls: 0.0400, s2.acc: 98.0090, s2.loss_bbox: 0.0042, s2.loss_mask: 0.1590, loss: 2.3558 2022-09-17 03:15:31,696 - mmdet - INFO - Epoch [1][250/7330] lr: 4.985e-05, eta: 2 days, 7:36:21, time: 0.490, data_time: 0.007, memory: 12166, loss_rpn_cls: 0.1624, loss_rpn_bbox: 0.0598, s0.loss_cls: 0.5226, s0.acc: 91.2532, s0.loss_bbox: 0.3277, s0.loss_mask: 0.5902, s1.loss_cls: 0.1404, s1.acc: 95.9324, s1.loss_bbox: 0.0462, s1.loss_mask: 0.2965, s2.loss_cls: 0.0425, s2.acc: 97.7996, s2.loss_bbox: 0.0054, s2.loss_mask: 0.1473, loss: 2.3410 2022-09-17 03:15:56,359 - mmdet - INFO - Epoch [1][300/7330] lr: 5.984e-05, eta: 2 days, 4:20:54, time: 0.493, data_time: 0.009, memory: 12166, loss_rpn_cls: 0.1325, loss_rpn_bbox: 0.0563, s0.loss_cls: 0.4847, s0.acc: 91.5461, s0.loss_bbox: 0.3220, s0.loss_mask: 0.5340, s1.loss_cls: 0.1321, s1.acc: 96.0176, s1.loss_bbox: 0.0465, s1.loss_mask: 0.2693, s2.loss_cls: 0.0394, s2.acc: 97.9180, s2.loss_bbox: 0.0052, s2.loss_mask: 0.1340, loss: 2.1559 2022-09-17 03:16:20,746 - mmdet - INFO - Epoch [1][350/7330] lr: 6.983e-05, eta: 2 days, 1:57:46, time: 0.488, data_time: 0.009, memory: 12166, loss_rpn_cls: 0.1275, loss_rpn_bbox: 0.0564, s0.loss_cls: 0.5026, s0.acc: 91.1453, s0.loss_bbox: 0.3487, s0.loss_mask: 0.5124, s1.loss_cls: 0.1363, s1.acc: 95.7168, s1.loss_bbox: 0.0516, s1.loss_mask: 0.2579, s2.loss_cls: 0.0402, s2.acc: 97.7966, s2.loss_bbox: 0.0059, s2.loss_mask: 0.1302, loss: 2.1698 2022-09-17 03:16:45,060 - mmdet - INFO - Epoch [1][400/7330] lr: 7.982e-05, eta: 2 days, 0:08:59, time: 0.485, data_time: 0.008, memory: 12184, loss_rpn_cls: 0.1203, loss_rpn_bbox: 0.0553, s0.loss_cls: 0.5125, s0.acc: 90.7139, s0.loss_bbox: 0.3728, s0.loss_mask: 0.5034, s1.loss_cls: 0.1422, s1.acc: 95.2756, s1.loss_bbox: 0.0596, s1.loss_mask: 0.2507, s2.loss_cls: 0.0414, s2.acc: 97.6135, s2.loss_bbox: 0.0069, s2.loss_mask: 0.1261, loss: 2.1912 2022-09-17 03:17:09,369 - mmdet - INFO - Epoch [1][450/7330] lr: 8.981e-05, eta: 1 day, 22:45:01, time: 0.487, data_time: 0.010, memory: 12253, loss_rpn_cls: 0.1090, loss_rpn_bbox: 0.0568, s0.loss_cls: 0.4984, s0.acc: 90.7012, s0.loss_bbox: 0.3705, s0.loss_mask: 0.4630, s1.loss_cls: 0.1468, s1.acc: 94.8708, s1.loss_bbox: 0.0680, s1.loss_mask: 0.2293, s2.loss_cls: 0.0427, s2.acc: 97.3833, s2.loss_bbox: 0.0086, s2.loss_mask: 0.1161, loss: 2.1091 2022-09-17 03:17:33,625 - mmdet - INFO - Epoch [1][500/7330] lr: 9.980e-05, eta: 1 day, 21:37:02, time: 0.485, data_time: 0.009, memory: 12262, loss_rpn_cls: 0.1047, loss_rpn_bbox: 0.0514, s0.loss_cls: 0.4662, s0.acc: 90.9734, s0.loss_bbox: 0.3613, s0.loss_mask: 0.4582, s1.loss_cls: 0.1436, s1.acc: 94.6824, s1.loss_bbox: 0.0733, s1.loss_mask: 0.2265, s2.loss_cls: 0.0419, s2.acc: 97.2739, s2.loss_bbox: 0.0097, s2.loss_mask: 0.1126, loss: 2.0494 2022-09-17 03:17:58,166 - mmdet - INFO - Epoch [1][550/7330] lr: 1.000e-04, eta: 1 day, 20:43:31, time: 0.491, data_time: 0.008, memory: 12359, loss_rpn_cls: 0.1126, loss_rpn_bbox: 0.0579, s0.loss_cls: 0.4757, s0.acc: 90.2490, s0.loss_bbox: 0.3887, s0.loss_mask: 0.4582, s1.loss_cls: 0.1555, s1.acc: 93.9895, s1.loss_bbox: 0.0843, s1.loss_mask: 0.2251, s2.loss_cls: 0.0468, s2.acc: 96.7712, s2.loss_bbox: 0.0120, s2.loss_mask: 0.1117, loss: 2.1284 2022-09-17 03:18:23,033 - mmdet - INFO - Epoch [1][600/7330] lr: 1.000e-04, eta: 1 day, 20:01:19, time: 0.497, data_time: 0.007, memory: 12359, loss_rpn_cls: 0.0965, loss_rpn_bbox: 0.0525, s0.loss_cls: 0.4586, s0.acc: 90.2302, s0.loss_bbox: 0.3937, s0.loss_mask: 0.4403, s1.loss_cls: 0.1568, s1.acc: 93.5925, s1.loss_bbox: 0.0938, s1.loss_mask: 0.2149, s2.loss_cls: 0.0474, s2.acc: 96.4541, s2.loss_bbox: 0.0144, s2.loss_mask: 0.1063, loss: 2.0752 2022-09-17 03:18:47,471 - mmdet - INFO - Epoch [1][650/7330] lr: 1.000e-04, eta: 1 day, 19:22:36, time: 0.489, data_time: 0.008, memory: 12359, loss_rpn_cls: 0.0963, loss_rpn_bbox: 0.0510, s0.loss_cls: 0.4314, s0.acc: 90.5100, s0.loss_bbox: 0.3764, s0.loss_mask: 0.4313, s1.loss_cls: 0.1504, s1.acc: 93.6142, s1.loss_bbox: 0.0942, s1.loss_mask: 0.2103, s2.loss_cls: 0.0466, s2.acc: 96.4294, s2.loss_bbox: 0.0149, s2.loss_mask: 0.1030, loss: 2.0059 2022-09-17 03:19:12,562 - mmdet - INFO - Epoch [1][700/7330] lr: 1.000e-04, eta: 1 day, 18:53:15, time: 0.501, data_time: 0.007, memory: 12501, loss_rpn_cls: 0.0910, loss_rpn_bbox: 0.0517, s0.loss_cls: 0.4390, s0.acc: 89.9985, s0.loss_bbox: 0.3972, s0.loss_mask: 0.4222, s1.loss_cls: 0.1618, s1.acc: 92.8201, s1.loss_bbox: 0.1079, s1.loss_mask: 0.2051, s2.loss_cls: 0.0502, s2.acc: 95.9058, s2.loss_bbox: 0.0183, s2.loss_mask: 0.1005, loss: 2.0448 2022-09-17 03:19:38,005 - mmdet - INFO - Epoch [1][750/7330] lr: 1.000e-04, eta: 1 day, 18:30:05, time: 0.509, data_time: 0.008, memory: 12501, loss_rpn_cls: 0.0947, loss_rpn_bbox: 0.0517, s0.loss_cls: 0.4232, s0.acc: 90.0942, s0.loss_bbox: 0.3890, s0.loss_mask: 0.4289, s1.loss_cls: 0.1575, s1.acc: 92.7883, s1.loss_bbox: 0.1089, s1.loss_mask: 0.2085, s2.loss_cls: 0.0509, s2.acc: 95.6951, s2.loss_bbox: 0.0199, s2.loss_mask: 0.1013, loss: 2.0345 2022-09-17 03:20:03,937 - mmdet - INFO - Epoch [1][800/7330] lr: 1.000e-04, eta: 1 day, 18:12:32, time: 0.519, data_time: 0.010, memory: 12501, loss_rpn_cls: 0.0913, loss_rpn_bbox: 0.0481, s0.loss_cls: 0.4146, s0.acc: 89.8550, s0.loss_bbox: 0.4031, s0.loss_mask: 0.3999, s1.loss_cls: 0.1592, s1.acc: 92.2458, s1.loss_bbox: 0.1193, s1.loss_mask: 0.1948, s2.loss_cls: 0.0530, s2.acc: 95.2314, s2.loss_bbox: 0.0229, s2.loss_mask: 0.0954, loss: 2.0016 2022-09-17 03:20:29,698 - mmdet - INFO - Epoch [1][850/7330] lr: 1.000e-04, eta: 1 day, 17:55:57, time: 0.515, data_time: 0.008, memory: 12501, loss_rpn_cls: 0.0887, loss_rpn_bbox: 0.0490, s0.loss_cls: 0.4080, s0.acc: 90.2595, s0.loss_bbox: 0.3875, s0.loss_mask: 0.4082, s1.loss_cls: 0.1585, s1.acc: 92.3903, s1.loss_bbox: 0.1187, s1.loss_mask: 0.1982, s2.loss_cls: 0.0528, s2.acc: 95.1723, s2.loss_bbox: 0.0238, s2.loss_mask: 0.0967, loss: 1.9901 2022-09-17 03:20:55,230 - mmdet - INFO - Epoch [1][900/7330] lr: 1.000e-04, eta: 1 day, 17:39:56, time: 0.510, data_time: 0.007, memory: 12501, loss_rpn_cls: 0.0807, loss_rpn_bbox: 0.0473, s0.loss_cls: 0.3955, s0.acc: 90.1738, s0.loss_bbox: 0.3907, s0.loss_mask: 0.3990, s1.loss_cls: 0.1574, s1.acc: 92.1493, s1.loss_bbox: 0.1240, s1.loss_mask: 0.1953, s2.loss_cls: 0.0540, s2.acc: 94.8084, s2.loss_bbox: 0.0266, s2.loss_mask: 0.0948, loss: 1.9653 2022-09-17 03:21:21,531 - mmdet - INFO - Epoch [1][950/7330] lr: 1.000e-04, eta: 1 day, 17:29:20, time: 0.526, data_time: 0.009, memory: 12501, loss_rpn_cls: 0.0847, loss_rpn_bbox: 0.0492, s0.loss_cls: 0.3925, s0.acc: 90.2600, s0.loss_bbox: 0.3832, s0.loss_mask: 0.3997, s1.loss_cls: 0.1570, s1.acc: 92.0672, s1.loss_bbox: 0.1256, s1.loss_mask: 0.1931, s2.loss_cls: 0.0545, s2.acc: 94.6869, s2.loss_bbox: 0.0274, s2.loss_mask: 0.0927, loss: 1.9598 2022-09-17 03:21:48,187 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 03:21:48,187 - mmdet - INFO - Epoch [1][1000/7330] lr: 1.000e-04, eta: 1 day, 17:21:13, time: 0.533, data_time: 0.009, memory: 12501, loss_rpn_cls: 0.0888, loss_rpn_bbox: 0.0512, s0.loss_cls: 0.4064, s0.acc: 89.9280, s0.loss_bbox: 0.3967, s0.loss_mask: 0.3897, s1.loss_cls: 0.1632, s1.acc: 91.7243, s1.loss_bbox: 0.1321, s1.loss_mask: 0.1878, s2.loss_cls: 0.0569, s2.acc: 94.3701, s2.loss_bbox: 0.0300, s2.loss_mask: 0.0904, loss: 1.9931 2022-09-17 03:22:14,329 - mmdet - INFO - Epoch [1][1050/7330] lr: 1.000e-04, eta: 1 day, 17:11:39, time: 0.523, data_time: 0.009, memory: 12544, loss_rpn_cls: 0.0810, loss_rpn_bbox: 0.0471, s0.loss_cls: 0.3880, s0.acc: 90.0657, s0.loss_bbox: 0.3914, s0.loss_mask: 0.3900, s1.loss_cls: 0.1567, s1.acc: 91.7611, s1.loss_bbox: 0.1329, s1.loss_mask: 0.1888, s2.loss_cls: 0.0557, s2.acc: 94.2247, s2.loss_bbox: 0.0312, s2.loss_mask: 0.0906, loss: 1.9534 2022-09-17 03:22:40,598 - mmdet - INFO - Epoch [1][1100/7330] lr: 1.000e-04, eta: 1 day, 17:02:48, time: 0.522, data_time: 0.008, memory: 12555, loss_rpn_cls: 0.0764, loss_rpn_bbox: 0.0461, s0.loss_cls: 0.3686, s0.acc: 90.4226, s0.loss_bbox: 0.3752, s0.loss_mask: 0.3772, s1.loss_cls: 0.1538, s1.acc: 91.8751, s1.loss_bbox: 0.1319, s1.loss_mask: 0.1815, s2.loss_cls: 0.0554, s2.acc: 94.1129, s2.loss_bbox: 0.0325, s2.loss_mask: 0.0864, loss: 1.8851 2022-09-17 03:23:06,833 - mmdet - INFO - Epoch [1][1150/7330] lr: 1.000e-04, eta: 1 day, 16:55:39, time: 0.527, data_time: 0.011, memory: 12588, loss_rpn_cls: 0.0824, loss_rpn_bbox: 0.0483, s0.loss_cls: 0.3708, s0.acc: 90.4546, s0.loss_bbox: 0.3793, s0.loss_mask: 0.3829, s1.loss_cls: 0.1552, s1.acc: 91.7217, s1.loss_bbox: 0.1333, s1.loss_mask: 0.1858, s2.loss_cls: 0.0567, s2.acc: 93.9128, s2.loss_bbox: 0.0335, s2.loss_mask: 0.0898, loss: 1.9179 2022-09-17 03:23:33,461 - mmdet - INFO - Epoch [1][1200/7330] lr: 1.000e-04, eta: 1 day, 16:50:11, time: 0.533, data_time: 0.010, memory: 12623, loss_rpn_cls: 0.0849, loss_rpn_bbox: 0.0496, s0.loss_cls: 0.3739, s0.acc: 89.9709, s0.loss_bbox: 0.3969, s0.loss_mask: 0.3804, s1.loss_cls: 0.1569, s1.acc: 91.3631, s1.loss_bbox: 0.1414, s1.loss_mask: 0.1836, s2.loss_cls: 0.0573, s2.acc: 93.7305, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0881, loss: 1.9483 2022-09-17 03:23:59,791 - mmdet - INFO - Epoch [1][1250/7330] lr: 1.000e-04, eta: 1 day, 16:43:55, time: 0.527, data_time: 0.010, memory: 12631, loss_rpn_cls: 0.0778, loss_rpn_bbox: 0.0491, s0.loss_cls: 0.3805, s0.acc: 90.0100, s0.loss_bbox: 0.3911, s0.loss_mask: 0.3708, s1.loss_cls: 0.1604, s1.acc: 91.3612, s1.loss_bbox: 0.1417, s1.loss_mask: 0.1778, s2.loss_cls: 0.0599, s2.acc: 93.4845, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0851, loss: 1.9312 2022-09-17 03:24:26,100 - mmdet - INFO - Epoch [1][1300/7330] lr: 1.000e-04, eta: 1 day, 16:38:02, time: 0.526, data_time: 0.009, memory: 12631, loss_rpn_cls: 0.0764, loss_rpn_bbox: 0.0459, s0.loss_cls: 0.3619, s0.acc: 90.4680, s0.loss_bbox: 0.3759, s0.loss_mask: 0.3672, s1.loss_cls: 0.1546, s1.acc: 91.5609, s1.loss_bbox: 0.1386, s1.loss_mask: 0.1756, s2.loss_cls: 0.0589, s2.acc: 93.5610, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0842, loss: 1.8763 2022-09-17 03:24:51,883 - mmdet - INFO - Epoch [1][1350/7330] lr: 1.000e-04, eta: 1 day, 16:30:47, time: 0.515, data_time: 0.008, memory: 12631, loss_rpn_cls: 0.0762, loss_rpn_bbox: 0.0447, s0.loss_cls: 0.3671, s0.acc: 90.2935, s0.loss_bbox: 0.3781, s0.loss_mask: 0.3684, s1.loss_cls: 0.1598, s1.acc: 91.2673, s1.loss_bbox: 0.1433, s1.loss_mask: 0.1779, s2.loss_cls: 0.0612, s2.acc: 93.2110, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0857, loss: 1.9012 2022-09-17 03:25:17,738 - mmdet - INFO - Epoch [1][1400/7330] lr: 1.000e-04, eta: 1 day, 16:24:22, time: 0.518, data_time: 0.008, memory: 12631, loss_rpn_cls: 0.0710, loss_rpn_bbox: 0.0457, s0.loss_cls: 0.3495, s0.acc: 90.5764, s0.loss_bbox: 0.3701, s0.loss_mask: 0.3601, s1.loss_cls: 0.1507, s1.acc: 91.5778, s1.loss_bbox: 0.1400, s1.loss_mask: 0.1745, s2.loss_cls: 0.0579, s2.acc: 93.4157, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0833, loss: 1.8415 2022-09-17 03:25:44,678 - mmdet - INFO - Epoch [1][1450/7330] lr: 1.000e-04, eta: 1 day, 16:21:36, time: 0.539, data_time: 0.010, memory: 12640, loss_rpn_cls: 0.0775, loss_rpn_bbox: 0.0462, s0.loss_cls: 0.3567, s0.acc: 90.3389, s0.loss_bbox: 0.3818, s0.loss_mask: 0.3644, s1.loss_cls: 0.1557, s1.acc: 91.3052, s1.loss_bbox: 0.1446, s1.loss_mask: 0.1752, s2.loss_cls: 0.0602, s2.acc: 93.1898, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0833, loss: 1.8864 2022-09-17 03:26:11,948 - mmdet - INFO - Epoch [1][1500/7330] lr: 1.000e-04, eta: 1 day, 16:19:57, time: 0.545, data_time: 0.007, memory: 12640, loss_rpn_cls: 0.0777, loss_rpn_bbox: 0.0454, s0.loss_cls: 0.3711, s0.acc: 90.1018, s0.loss_bbox: 0.3836, s0.loss_mask: 0.3594, s1.loss_cls: 0.1595, s1.acc: 91.2704, s1.loss_bbox: 0.1428, s1.loss_mask: 0.1725, s2.loss_cls: 0.0613, s2.acc: 93.1403, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0818, loss: 1.8953 2022-09-17 03:26:38,582 - mmdet - INFO - Epoch [1][1550/7330] lr: 1.000e-04, eta: 1 day, 16:16:33, time: 0.533, data_time: 0.007, memory: 12640, loss_rpn_cls: 0.0709, loss_rpn_bbox: 0.0434, s0.loss_cls: 0.3490, s0.acc: 90.3713, s0.loss_bbox: 0.3753, s0.loss_mask: 0.3513, s1.loss_cls: 0.1513, s1.acc: 91.3611, s1.loss_bbox: 0.1442, s1.loss_mask: 0.1672, s2.loss_cls: 0.0600, s2.acc: 93.0689, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0790, loss: 1.8335 2022-09-17 03:27:04,810 - mmdet - INFO - Epoch [1][1600/7330] lr: 1.000e-04, eta: 1 day, 16:12:15, time: 0.525, data_time: 0.008, memory: 12640, loss_rpn_cls: 0.0722, loss_rpn_bbox: 0.0434, s0.loss_cls: 0.3377, s0.acc: 90.8979, s0.loss_bbox: 0.3508, s0.loss_mask: 0.3602, s1.loss_cls: 0.1489, s1.acc: 91.6469, s1.loss_bbox: 0.1338, s1.loss_mask: 0.1717, s2.loss_cls: 0.0588, s2.acc: 93.2859, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0814, loss: 1.7977 2022-09-17 03:27:31,288 - mmdet - INFO - Epoch [1][1650/7330] lr: 1.000e-04, eta: 1 day, 16:08:50, time: 0.530, data_time: 0.006, memory: 12640, loss_rpn_cls: 0.0688, loss_rpn_bbox: 0.0428, s0.loss_cls: 0.3574, s0.acc: 90.1123, s0.loss_bbox: 0.3815, s0.loss_mask: 0.3571, s1.loss_cls: 0.1583, s1.acc: 90.9240, s1.loss_bbox: 0.1475, s1.loss_mask: 0.1734, s2.loss_cls: 0.0629, s2.acc: 92.7387, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0820, loss: 1.8746 2022-09-17 03:27:57,941 - mmdet - INFO - Epoch [1][1700/7330] lr: 1.000e-04, eta: 1 day, 16:05:59, time: 0.533, data_time: 0.008, memory: 12640, loss_rpn_cls: 0.0750, loss_rpn_bbox: 0.0451, s0.loss_cls: 0.3604, s0.acc: 90.1064, s0.loss_bbox: 0.3862, s0.loss_mask: 0.3563, s1.loss_cls: 0.1579, s1.acc: 91.1053, s1.loss_bbox: 0.1473, s1.loss_mask: 0.1720, s2.loss_cls: 0.0625, s2.acc: 92.9512, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0820, loss: 1.8878 2022-09-17 03:28:24,807 - mmdet - INFO - Epoch [1][1750/7330] lr: 1.000e-04, eta: 1 day, 16:03:56, time: 0.538, data_time: 0.007, memory: 12647, loss_rpn_cls: 0.0709, loss_rpn_bbox: 0.0439, s0.loss_cls: 0.3565, s0.acc: 90.2014, s0.loss_bbox: 0.3795, s0.loss_mask: 0.3537, s1.loss_cls: 0.1566, s1.acc: 91.2162, s1.loss_bbox: 0.1471, s1.loss_mask: 0.1702, s2.loss_cls: 0.0621, s2.acc: 92.9215, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0806, loss: 1.8650 2022-09-17 03:28:52,089 - mmdet - INFO - Epoch [1][1800/7330] lr: 1.000e-04, eta: 1 day, 16:02:52, time: 0.545, data_time: 0.008, memory: 12661, loss_rpn_cls: 0.0753, loss_rpn_bbox: 0.0447, s0.loss_cls: 0.3472, s0.acc: 90.3782, s0.loss_bbox: 0.3699, s0.loss_mask: 0.3499, s1.loss_cls: 0.1562, s1.acc: 91.1530, s1.loss_bbox: 0.1464, s1.loss_mask: 0.1681, s2.loss_cls: 0.0630, s2.acc: 92.6915, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0798, loss: 1.8442 2022-09-17 03:29:19,918 - mmdet - INFO - Epoch [1][1850/7330] lr: 1.000e-04, eta: 1 day, 16:03:12, time: 0.557, data_time: 0.008, memory: 12661, loss_rpn_cls: 0.0704, loss_rpn_bbox: 0.0421, s0.loss_cls: 0.3468, s0.acc: 90.4131, s0.loss_bbox: 0.3696, s0.loss_mask: 0.3444, s1.loss_cls: 0.1585, s1.acc: 90.9317, s1.loss_bbox: 0.1485, s1.loss_mask: 0.1661, s2.loss_cls: 0.0645, s2.acc: 92.4593, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0788, loss: 1.8344 2022-09-17 03:29:46,963 - mmdet - INFO - Epoch [1][1900/7330] lr: 1.000e-04, eta: 1 day, 16:01:40, time: 0.541, data_time: 0.011, memory: 12661, loss_rpn_cls: 0.0678, loss_rpn_bbox: 0.0447, s0.loss_cls: 0.3440, s0.acc: 90.4084, s0.loss_bbox: 0.3742, s0.loss_mask: 0.3358, s1.loss_cls: 0.1547, s1.acc: 90.9712, s1.loss_bbox: 0.1474, s1.loss_mask: 0.1615, s2.loss_cls: 0.0632, s2.acc: 92.5546, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0768, loss: 1.8151 2022-09-17 03:30:14,063 - mmdet - INFO - Epoch [1][1950/7330] lr: 1.000e-04, eta: 1 day, 16:00:19, time: 0.542, data_time: 0.007, memory: 12661, loss_rpn_cls: 0.0722, loss_rpn_bbox: 0.0431, s0.loss_cls: 0.3410, s0.acc: 90.3101, s0.loss_bbox: 0.3686, s0.loss_mask: 0.3452, s1.loss_cls: 0.1532, s1.acc: 91.0586, s1.loss_bbox: 0.1454, s1.loss_mask: 0.1660, s2.loss_cls: 0.0621, s2.acc: 92.5945, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0785, loss: 1.8202 2022-09-17 03:30:40,966 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 03:30:40,967 - mmdet - INFO - Epoch [1][2000/7330] lr: 1.000e-04, eta: 1 day, 15:58:35, time: 0.538, data_time: 0.009, memory: 12661, loss_rpn_cls: 0.0654, loss_rpn_bbox: 0.0462, s0.loss_cls: 0.3373, s0.acc: 90.3689, s0.loss_bbox: 0.3785, s0.loss_mask: 0.3316, s1.loss_cls: 0.1526, s1.acc: 90.9820, s1.loss_bbox: 0.1533, s1.loss_mask: 0.1600, s2.loss_cls: 0.0639, s2.acc: 92.1787, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0758, loss: 1.8130 2022-09-17 03:31:07,720 - mmdet - INFO - Epoch [1][2050/7330] lr: 1.000e-04, eta: 1 day, 15:56:34, time: 0.535, data_time: 0.008, memory: 12661, loss_rpn_cls: 0.0659, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.3300, s0.acc: 90.5349, s0.loss_bbox: 0.3623, s0.loss_mask: 0.3313, s1.loss_cls: 0.1517, s1.acc: 91.0219, s1.loss_bbox: 0.1461, s1.loss_mask: 0.1605, s2.loss_cls: 0.0631, s2.acc: 92.3698, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0761, loss: 1.7732 2022-09-17 03:31:34,591 - mmdet - INFO - Epoch [1][2100/7330] lr: 1.000e-04, eta: 1 day, 15:54:50, time: 0.537, data_time: 0.008, memory: 12681, loss_rpn_cls: 0.0731, loss_rpn_bbox: 0.0464, s0.loss_cls: 0.3300, s0.acc: 90.6714, s0.loss_bbox: 0.3646, s0.loss_mask: 0.3376, s1.loss_cls: 0.1519, s1.acc: 91.0922, s1.loss_bbox: 0.1475, s1.loss_mask: 0.1623, s2.loss_cls: 0.0635, s2.acc: 92.3720, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0775, loss: 1.8010 2022-09-17 03:32:01,793 - mmdet - INFO - Epoch [1][2150/7330] lr: 1.000e-04, eta: 1 day, 15:53:51, time: 0.544, data_time: 0.010, memory: 12681, loss_rpn_cls: 0.0725, loss_rpn_bbox: 0.0437, s0.loss_cls: 0.3517, s0.acc: 90.1558, s0.loss_bbox: 0.3743, s0.loss_mask: 0.3492, s1.loss_cls: 0.1590, s1.acc: 90.8899, s1.loss_bbox: 0.1474, s1.loss_mask: 0.1680, s2.loss_cls: 0.0652, s2.acc: 92.3266, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0792, loss: 1.8563 2022-09-17 03:32:28,919 - mmdet - INFO - Epoch [1][2200/7330] lr: 1.000e-04, eta: 1 day, 15:52:52, time: 0.543, data_time: 0.009, memory: 12681, loss_rpn_cls: 0.0733, loss_rpn_bbox: 0.0439, s0.loss_cls: 0.3250, s0.acc: 90.9902, s0.loss_bbox: 0.3462, s0.loss_mask: 0.3446, s1.loss_cls: 0.1471, s1.acc: 91.5954, s1.loss_bbox: 0.1387, s1.loss_mask: 0.1675, s2.loss_cls: 0.0615, s2.acc: 92.7240, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0793, loss: 1.7721 2022-09-17 03:32:56,201 - mmdet - INFO - Epoch [1][2250/7330] lr: 1.000e-04, eta: 1 day, 15:52:03, time: 0.545, data_time: 0.009, memory: 12681, loss_rpn_cls: 0.0646, loss_rpn_bbox: 0.0409, s0.loss_cls: 0.3310, s0.acc: 90.6841, s0.loss_bbox: 0.3595, s0.loss_mask: 0.3385, s1.loss_cls: 0.1503, s1.acc: 91.3041, s1.loss_bbox: 0.1464, s1.loss_mask: 0.1626, s2.loss_cls: 0.0633, s2.acc: 92.4027, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0769, loss: 1.7821 2022-09-17 03:33:23,089 - mmdet - INFO - Epoch [1][2300/7330] lr: 1.000e-04, eta: 1 day, 15:50:37, time: 0.538, data_time: 0.007, memory: 12681, loss_rpn_cls: 0.0667, loss_rpn_bbox: 0.0420, s0.loss_cls: 0.3205, s0.acc: 90.9307, s0.loss_bbox: 0.3552, s0.loss_mask: 0.3290, s1.loss_cls: 0.1464, s1.acc: 91.3727, s1.loss_bbox: 0.1442, s1.loss_mask: 0.1580, s2.loss_cls: 0.0619, s2.acc: 92.4817, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0748, loss: 1.7461 2022-09-17 03:33:50,458 - mmdet - INFO - Epoch [1][2350/7330] lr: 1.000e-04, eta: 1 day, 15:50:05, time: 0.547, data_time: 0.007, memory: 12681, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0393, s0.loss_cls: 0.3197, s0.acc: 90.7656, s0.loss_bbox: 0.3557, s0.loss_mask: 0.3336, s1.loss_cls: 0.1461, s1.acc: 91.3125, s1.loss_bbox: 0.1447, s1.loss_mask: 0.1614, s2.loss_cls: 0.0617, s2.acc: 92.4411, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0761, loss: 1.7476 2022-09-17 03:34:17,375 - mmdet - INFO - Epoch [1][2400/7330] lr: 1.000e-04, eta: 1 day, 15:48:42, time: 0.538, data_time: 0.008, memory: 12681, loss_rpn_cls: 0.0626, loss_rpn_bbox: 0.0399, s0.loss_cls: 0.3118, s0.acc: 91.0579, s0.loss_bbox: 0.3455, s0.loss_mask: 0.3327, s1.loss_cls: 0.1424, s1.acc: 91.4595, s1.loss_bbox: 0.1405, s1.loss_mask: 0.1601, s2.loss_cls: 0.0602, s2.acc: 92.5037, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0750, loss: 1.7174 2022-09-17 03:34:44,949 - mmdet - INFO - Epoch [1][2450/7330] lr: 1.000e-04, eta: 1 day, 15:48:33, time: 0.552, data_time: 0.011, memory: 12681, loss_rpn_cls: 0.0640, loss_rpn_bbox: 0.0411, s0.loss_cls: 0.3285, s0.acc: 90.6553, s0.loss_bbox: 0.3632, s0.loss_mask: 0.3346, s1.loss_cls: 0.1496, s1.acc: 91.1282, s1.loss_bbox: 0.1473, s1.loss_mask: 0.1603, s2.loss_cls: 0.0635, s2.acc: 92.2082, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0756, loss: 1.7758 2022-09-17 03:35:12,004 - mmdet - INFO - Epoch [1][2500/7330] lr: 1.000e-04, eta: 1 day, 15:47:29, time: 0.541, data_time: 0.012, memory: 12681, loss_rpn_cls: 0.0613, loss_rpn_bbox: 0.0402, s0.loss_cls: 0.3081, s0.acc: 91.0535, s0.loss_bbox: 0.3459, s0.loss_mask: 0.3264, s1.loss_cls: 0.1413, s1.acc: 91.5199, s1.loss_bbox: 0.1431, s1.loss_mask: 0.1593, s2.loss_cls: 0.0611, s2.acc: 92.5258, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0762, loss: 1.7100 2022-09-17 03:35:38,822 - mmdet - INFO - Epoch [1][2550/7330] lr: 1.000e-04, eta: 1 day, 15:45:59, time: 0.536, data_time: 0.011, memory: 12681, loss_rpn_cls: 0.0666, loss_rpn_bbox: 0.0420, s0.loss_cls: 0.3190, s0.acc: 90.7883, s0.loss_bbox: 0.3519, s0.loss_mask: 0.3287, s1.loss_cls: 0.1471, s1.acc: 91.2459, s1.loss_bbox: 0.1441, s1.loss_mask: 0.1580, s2.loss_cls: 0.0626, s2.acc: 92.4230, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0753, loss: 1.7431 2022-09-17 03:36:06,164 - mmdet - INFO - Epoch [1][2600/7330] lr: 1.000e-04, eta: 1 day, 15:45:25, time: 0.547, data_time: 0.007, memory: 12681, loss_rpn_cls: 0.0649, loss_rpn_bbox: 0.0400, s0.loss_cls: 0.3131, s0.acc: 91.0508, s0.loss_bbox: 0.3445, s0.loss_mask: 0.3395, s1.loss_cls: 0.1443, s1.acc: 91.5266, s1.loss_bbox: 0.1405, s1.loss_mask: 0.1642, s2.loss_cls: 0.0616, s2.acc: 92.6314, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0775, loss: 1.7365 2022-09-17 03:36:33,703 - mmdet - INFO - Epoch [1][2650/7330] lr: 1.000e-04, eta: 1 day, 15:45:16, time: 0.551, data_time: 0.011, memory: 12681, loss_rpn_cls: 0.0615, loss_rpn_bbox: 0.0408, s0.loss_cls: 0.3131, s0.acc: 90.8782, s0.loss_bbox: 0.3534, s0.loss_mask: 0.3309, s1.loss_cls: 0.1449, s1.acc: 91.2777, s1.loss_bbox: 0.1436, s1.loss_mask: 0.1605, s2.loss_cls: 0.0620, s2.acc: 92.3951, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0767, loss: 1.7353 2022-09-17 03:37:00,949 - mmdet - INFO - Epoch [1][2700/7330] lr: 1.000e-04, eta: 1 day, 15:44:32, time: 0.544, data_time: 0.010, memory: 12681, loss_rpn_cls: 0.0609, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.3047, s0.acc: 91.2261, s0.loss_bbox: 0.3377, s0.loss_mask: 0.3157, s1.loss_cls: 0.1424, s1.acc: 91.5262, s1.loss_bbox: 0.1406, s1.loss_mask: 0.1527, s2.loss_cls: 0.0610, s2.acc: 92.5350, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0725, loss: 1.6743 2022-09-17 03:37:28,409 - mmdet - INFO - Epoch [1][2750/7330] lr: 1.000e-04, eta: 1 day, 15:44:14, time: 0.550, data_time: 0.008, memory: 12681, loss_rpn_cls: 0.0649, loss_rpn_bbox: 0.0399, s0.loss_cls: 0.3242, s0.acc: 90.6865, s0.loss_bbox: 0.3564, s0.loss_mask: 0.3286, s1.loss_cls: 0.1497, s1.acc: 91.0972, s1.loss_bbox: 0.1458, s1.loss_mask: 0.1591, s2.loss_cls: 0.0651, s2.acc: 92.0320, s2.loss_bbox: 0.0494, s2.loss_mask: 0.0754, loss: 1.7585 2022-09-17 03:37:55,729 - mmdet - INFO - Epoch [1][2800/7330] lr: 1.000e-04, eta: 1 day, 15:43:40, time: 0.546, data_time: 0.008, memory: 12681, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.3055, s0.acc: 90.9426, s0.loss_bbox: 0.3518, s0.loss_mask: 0.3219, s1.loss_cls: 0.1414, s1.acc: 91.4370, s1.loss_bbox: 0.1432, s1.loss_mask: 0.1558, s2.loss_cls: 0.0613, s2.acc: 92.4866, s2.loss_bbox: 0.0491, s2.loss_mask: 0.0741, loss: 1.6964 2022-09-17 03:38:23,401 - mmdet - INFO - Epoch [1][2850/7330] lr: 1.000e-04, eta: 1 day, 15:43:38, time: 0.553, data_time: 0.007, memory: 12681, loss_rpn_cls: 0.0678, loss_rpn_bbox: 0.0398, s0.loss_cls: 0.3009, s0.acc: 91.3123, s0.loss_bbox: 0.3415, s0.loss_mask: 0.3322, s1.loss_cls: 0.1394, s1.acc: 91.6202, s1.loss_bbox: 0.1404, s1.loss_mask: 0.1609, s2.loss_cls: 0.0607, s2.acc: 92.5332, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0762, loss: 1.7074 2022-09-17 03:38:50,818 - mmdet - INFO - Epoch [1][2900/7330] lr: 1.000e-04, eta: 1 day, 15:43:10, time: 0.548, data_time: 0.009, memory: 12686, loss_rpn_cls: 0.0660, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.2992, s0.acc: 91.4219, s0.loss_bbox: 0.3365, s0.loss_mask: 0.3223, s1.loss_cls: 0.1374, s1.acc: 91.7638, s1.loss_bbox: 0.1374, s1.loss_mask: 0.1569, s2.loss_cls: 0.0598, s2.acc: 92.7004, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0737, loss: 1.6742 2022-09-17 03:39:18,915 - mmdet - INFO - Epoch [1][2950/7330] lr: 1.000e-04, eta: 1 day, 15:43:47, time: 0.563, data_time: 0.010, memory: 12686, loss_rpn_cls: 0.0643, loss_rpn_bbox: 0.0392, s0.loss_cls: 0.3114, s0.acc: 90.7861, s0.loss_bbox: 0.3557, s0.loss_mask: 0.3301, s1.loss_cls: 0.1436, s1.acc: 91.2418, s1.loss_bbox: 0.1458, s1.loss_mask: 0.1597, s2.loss_cls: 0.0624, s2.acc: 92.1736, s2.loss_bbox: 0.0495, s2.loss_mask: 0.0755, loss: 1.7372 2022-09-17 03:39:46,988 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 03:39:46,989 - mmdet - INFO - Epoch [1][3000/7330] lr: 1.000e-04, eta: 1 day, 15:44:16, time: 0.561, data_time: 0.009, memory: 12686, loss_rpn_cls: 0.0658, loss_rpn_bbox: 0.0421, s0.loss_cls: 0.3148, s0.acc: 90.7725, s0.loss_bbox: 0.3590, s0.loss_mask: 0.3304, s1.loss_cls: 0.1440, s1.acc: 91.3059, s1.loss_bbox: 0.1467, s1.loss_mask: 0.1604, s2.loss_cls: 0.0627, s2.acc: 92.2064, s2.loss_bbox: 0.0502, s2.loss_mask: 0.0756, loss: 1.7518 2022-09-17 03:40:14,257 - mmdet - INFO - Epoch [1][3050/7330] lr: 1.000e-04, eta: 1 day, 15:43:38, time: 0.546, data_time: 0.008, memory: 12686, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.3092, s0.acc: 91.2539, s0.loss_bbox: 0.3421, s0.loss_mask: 0.3203, s1.loss_cls: 0.1429, s1.acc: 91.6389, s1.loss_bbox: 0.1417, s1.loss_mask: 0.1557, s2.loss_cls: 0.0617, s2.acc: 92.5547, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0739, loss: 1.6928 2022-09-17 03:40:41,888 - mmdet - INFO - Epoch [1][3100/7330] lr: 1.000e-04, eta: 1 day, 15:43:22, time: 0.551, data_time: 0.008, memory: 12686, loss_rpn_cls: 0.0619, loss_rpn_bbox: 0.0395, s0.loss_cls: 0.3056, s0.acc: 91.0417, s0.loss_bbox: 0.3472, s0.loss_mask: 0.3092, s1.loss_cls: 0.1404, s1.acc: 91.5438, s1.loss_bbox: 0.1432, s1.loss_mask: 0.1482, s2.loss_cls: 0.0620, s2.acc: 92.3850, s2.loss_bbox: 0.0501, s2.loss_mask: 0.0699, loss: 1.6772 2022-09-17 03:41:09,762 - mmdet - INFO - Epoch [1][3150/7330] lr: 1.000e-04, eta: 1 day, 15:43:38, time: 0.559, data_time: 0.009, memory: 12686, loss_rpn_cls: 0.0631, loss_rpn_bbox: 0.0398, s0.loss_cls: 0.3140, s0.acc: 90.8621, s0.loss_bbox: 0.3491, s0.loss_mask: 0.3250, s1.loss_cls: 0.1464, s1.acc: 91.1407, s1.loss_bbox: 0.1426, s1.loss_mask: 0.1577, s2.loss_cls: 0.0642, s2.acc: 92.1206, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0747, loss: 1.7249 2022-09-17 03:41:36,853 - mmdet - INFO - Epoch [1][3200/7330] lr: 1.000e-04, eta: 1 day, 15:42:42, time: 0.541, data_time: 0.008, memory: 12686, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.2975, s0.acc: 91.3940, s0.loss_bbox: 0.3314, s0.loss_mask: 0.3180, s1.loss_cls: 0.1407, s1.acc: 91.5752, s1.loss_bbox: 0.1384, s1.loss_mask: 0.1539, s2.loss_cls: 0.0620, s2.acc: 92.4079, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0732, loss: 1.6614 2022-09-17 03:42:04,078 - mmdet - INFO - Epoch [1][3250/7330] lr: 1.000e-04, eta: 1 day, 15:41:58, time: 0.544, data_time: 0.008, memory: 12686, loss_rpn_cls: 0.0622, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.2925, s0.acc: 91.2847, s0.loss_bbox: 0.3366, s0.loss_mask: 0.3177, s1.loss_cls: 0.1360, s1.acc: 91.6556, s1.loss_bbox: 0.1373, s1.loss_mask: 0.1543, s2.loss_cls: 0.0598, s2.acc: 92.5332, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0723, loss: 1.6543 2022-09-17 03:42:31,819 - mmdet - INFO - Epoch [1][3300/7330] lr: 1.000e-04, eta: 1 day, 15:41:58, time: 0.555, data_time: 0.009, memory: 12686, loss_rpn_cls: 0.0670, loss_rpn_bbox: 0.0406, s0.loss_cls: 0.3218, s0.acc: 90.8628, s0.loss_bbox: 0.3502, s0.loss_mask: 0.3281, s1.loss_cls: 0.1491, s1.acc: 91.2422, s1.loss_bbox: 0.1414, s1.loss_mask: 0.1594, s2.loss_cls: 0.0660, s2.acc: 92.0772, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0753, loss: 1.7480 2022-09-17 03:42:58,867 - mmdet - INFO - Epoch [1][3350/7330] lr: 1.000e-04, eta: 1 day, 15:41:02, time: 0.541, data_time: 0.008, memory: 12686, loss_rpn_cls: 0.0589, loss_rpn_bbox: 0.0386, s0.loss_cls: 0.3005, s0.acc: 91.2893, s0.loss_bbox: 0.3411, s0.loss_mask: 0.3150, s1.loss_cls: 0.1397, s1.acc: 91.6844, s1.loss_bbox: 0.1408, s1.loss_mask: 0.1522, s2.loss_cls: 0.0613, s2.acc: 92.4425, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0717, loss: 1.6682 2022-09-17 03:43:26,305 - mmdet - INFO - Epoch [1][3400/7330] lr: 1.000e-04, eta: 1 day, 15:40:36, time: 0.549, data_time: 0.007, memory: 12686, loss_rpn_cls: 0.0623, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.3059, s0.acc: 91.0684, s0.loss_bbox: 0.3444, s0.loss_mask: 0.3140, s1.loss_cls: 0.1407, s1.acc: 91.4680, s1.loss_bbox: 0.1430, s1.loss_mask: 0.1527, s2.loss_cls: 0.0612, s2.acc: 92.3041, s2.loss_bbox: 0.0492, s2.loss_mask: 0.0717, loss: 1.6821 2022-09-17 03:43:53,745 - mmdet - INFO - Epoch [1][3450/7330] lr: 1.000e-04, eta: 1 day, 15:40:10, time: 0.549, data_time: 0.008, memory: 12686, loss_rpn_cls: 0.0620, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.3223, s0.acc: 90.5552, s0.loss_bbox: 0.3615, s0.loss_mask: 0.3198, s1.loss_cls: 0.1509, s1.acc: 90.8884, s1.loss_bbox: 0.1495, s1.loss_mask: 0.1533, s2.loss_cls: 0.0665, s2.acc: 91.8882, s2.loss_bbox: 0.0517, s2.loss_mask: 0.0720, loss: 1.7480 2022-09-17 03:44:21,533 - mmdet - INFO - Epoch [1][3500/7330] lr: 1.000e-04, eta: 1 day, 15:40:10, time: 0.556, data_time: 0.007, memory: 12686, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.2916, s0.acc: 91.3364, s0.loss_bbox: 0.3385, s0.loss_mask: 0.3215, s1.loss_cls: 0.1368, s1.acc: 91.7748, s1.loss_bbox: 0.1394, s1.loss_mask: 0.1546, s2.loss_cls: 0.0603, s2.acc: 92.4633, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0736, loss: 1.6664 2022-09-17 03:44:49,051 - mmdet - INFO - Epoch [1][3550/7330] lr: 1.000e-04, eta: 1 day, 15:39:50, time: 0.550, data_time: 0.009, memory: 12686, loss_rpn_cls: 0.0623, loss_rpn_bbox: 0.0392, s0.loss_cls: 0.3051, s0.acc: 90.8740, s0.loss_bbox: 0.3503, s0.loss_mask: 0.3174, s1.loss_cls: 0.1406, s1.acc: 91.3480, s1.loss_bbox: 0.1432, s1.loss_mask: 0.1525, s2.loss_cls: 0.0618, s2.acc: 92.2286, s2.loss_bbox: 0.0500, s2.loss_mask: 0.0720, loss: 1.6944 2022-09-17 03:45:16,640 - mmdet - INFO - Epoch [1][3600/7330] lr: 1.000e-04, eta: 1 day, 15:39:34, time: 0.552, data_time: 0.008, memory: 12686, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0391, s0.loss_cls: 0.2961, s0.acc: 91.1687, s0.loss_bbox: 0.3441, s0.loss_mask: 0.3173, s1.loss_cls: 0.1376, s1.acc: 91.5166, s1.loss_bbox: 0.1428, s1.loss_mask: 0.1550, s2.loss_cls: 0.0611, s2.acc: 92.2442, s2.loss_bbox: 0.0501, s2.loss_mask: 0.0734, loss: 1.6737 2022-09-17 03:45:44,052 - mmdet - INFO - Epoch [1][3650/7330] lr: 1.000e-04, eta: 1 day, 15:39:04, time: 0.548, data_time: 0.009, memory: 12686, loss_rpn_cls: 0.0638, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.2982, s0.acc: 91.1677, s0.loss_bbox: 0.3416, s0.loss_mask: 0.3152, s1.loss_cls: 0.1403, s1.acc: 91.4663, s1.loss_bbox: 0.1411, s1.loss_mask: 0.1526, s2.loss_cls: 0.0631, s2.acc: 92.0951, s2.loss_bbox: 0.0495, s2.loss_mask: 0.0722, loss: 1.6765 2022-09-17 03:46:11,606 - mmdet - INFO - Epoch [1][3700/7330] lr: 1.000e-04, eta: 1 day, 15:38:47, time: 0.551, data_time: 0.008, memory: 12686, loss_rpn_cls: 0.0624, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.2907, s0.acc: 91.3950, s0.loss_bbox: 0.3325, s0.loss_mask: 0.3096, s1.loss_cls: 0.1367, s1.acc: 91.6270, s1.loss_bbox: 0.1381, s1.loss_mask: 0.1498, s2.loss_cls: 0.0612, s2.acc: 92.3180, s2.loss_bbox: 0.0492, s2.loss_mask: 0.0710, loss: 1.6384 2022-09-17 03:46:39,492 - mmdet - INFO - Epoch [1][3750/7330] lr: 1.000e-04, eta: 1 day, 15:38:52, time: 0.558, data_time: 0.008, memory: 12686, loss_rpn_cls: 0.0592, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.2944, s0.acc: 91.3682, s0.loss_bbox: 0.3387, s0.loss_mask: 0.3161, s1.loss_cls: 0.1377, s1.acc: 91.6890, s1.loss_bbox: 0.1398, s1.loss_mask: 0.1538, s2.loss_cls: 0.0608, s2.acc: 92.3505, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0720, loss: 1.6578 2022-09-17 03:47:07,353 - mmdet - INFO - Epoch [1][3800/7330] lr: 1.000e-04, eta: 1 day, 15:38:53, time: 0.557, data_time: 0.007, memory: 12686, loss_rpn_cls: 0.0645, loss_rpn_bbox: 0.0397, s0.loss_cls: 0.3189, s0.acc: 90.6506, s0.loss_bbox: 0.3527, s0.loss_mask: 0.3196, s1.loss_cls: 0.1501, s1.acc: 90.9474, s1.loss_bbox: 0.1452, s1.loss_mask: 0.1555, s2.loss_cls: 0.0661, s2.acc: 91.8846, s2.loss_bbox: 0.0508, s2.loss_mask: 0.0738, loss: 1.7371 2022-09-17 03:47:34,612 - mmdet - INFO - Epoch [1][3850/7330] lr: 1.000e-04, eta: 1 day, 15:38:13, time: 0.545, data_time: 0.008, memory: 12686, loss_rpn_cls: 0.0634, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.3022, s0.acc: 91.2139, s0.loss_bbox: 0.3356, s0.loss_mask: 0.3099, s1.loss_cls: 0.1425, s1.acc: 91.4198, s1.loss_bbox: 0.1401, s1.loss_mask: 0.1498, s2.loss_cls: 0.0635, s2.acc: 92.2395, s2.loss_bbox: 0.0494, s2.loss_mask: 0.0708, loss: 1.6659 2022-09-17 03:48:02,231 - mmdet - INFO - Epoch [1][3900/7330] lr: 1.000e-04, eta: 1 day, 15:37:55, time: 0.552, data_time: 0.007, memory: 12686, loss_rpn_cls: 0.0613, loss_rpn_bbox: 0.0386, s0.loss_cls: 0.2988, s0.acc: 91.1453, s0.loss_bbox: 0.3360, s0.loss_mask: 0.3124, s1.loss_cls: 0.1398, s1.acc: 91.3994, s1.loss_bbox: 0.1403, s1.loss_mask: 0.1530, s2.loss_cls: 0.0629, s2.acc: 92.0962, s2.loss_bbox: 0.0498, s2.loss_mask: 0.0723, loss: 1.6652 2022-09-17 03:48:29,518 - mmdet - INFO - Epoch [1][3950/7330] lr: 1.000e-04, eta: 1 day, 15:37:19, time: 0.546, data_time: 0.008, memory: 12686, loss_rpn_cls: 0.0616, loss_rpn_bbox: 0.0392, s0.loss_cls: 0.2943, s0.acc: 91.3796, s0.loss_bbox: 0.3323, s0.loss_mask: 0.3140, s1.loss_cls: 0.1399, s1.acc: 91.5581, s1.loss_bbox: 0.1374, s1.loss_mask: 0.1524, s2.loss_cls: 0.0624, s2.acc: 92.1887, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0722, loss: 1.6539 2022-09-17 03:48:56,528 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 03:48:56,529 - mmdet - INFO - Epoch [1][4000/7330] lr: 1.000e-04, eta: 1 day, 15:36:25, time: 0.541, data_time: 0.008, memory: 12686, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2946, s0.acc: 91.4465, s0.loss_bbox: 0.3312, s0.loss_mask: 0.3167, s1.loss_cls: 0.1362, s1.acc: 91.9191, s1.loss_bbox: 0.1352, s1.loss_mask: 0.1535, s2.loss_cls: 0.0601, s2.acc: 92.6712, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0725, loss: 1.6410 2022-09-17 03:49:24,420 - mmdet - INFO - Epoch [1][4050/7330] lr: 1.000e-04, eta: 1 day, 15:36:27, time: 0.558, data_time: 0.008, memory: 12686, loss_rpn_cls: 0.0626, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.2899, s0.acc: 91.2332, s0.loss_bbox: 0.3391, s0.loss_mask: 0.3030, s1.loss_cls: 0.1348, s1.acc: 91.6949, s1.loss_bbox: 0.1412, s1.loss_mask: 0.1469, s2.loss_cls: 0.0596, s2.acc: 92.4967, s2.loss_bbox: 0.0499, s2.loss_mask: 0.0690, loss: 1.6337 2022-09-17 03:49:51,870 - mmdet - INFO - Epoch [1][4100/7330] lr: 1.000e-04, eta: 1 day, 15:36:01, time: 0.549, data_time: 0.009, memory: 12686, loss_rpn_cls: 0.0619, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2863, s0.acc: 91.5647, s0.loss_bbox: 0.3243, s0.loss_mask: 0.3059, s1.loss_cls: 0.1348, s1.acc: 91.8351, s1.loss_bbox: 0.1362, s1.loss_mask: 0.1492, s2.loss_cls: 0.0600, s2.acc: 92.5136, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0702, loss: 1.6125 2022-09-17 03:50:19,856 - mmdet - INFO - Epoch [1][4150/7330] lr: 1.000e-04, eta: 1 day, 15:36:06, time: 0.559, data_time: 0.008, memory: 12686, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0383, s0.loss_cls: 0.3106, s0.acc: 90.8455, s0.loss_bbox: 0.3446, s0.loss_mask: 0.3032, s1.loss_cls: 0.1451, s1.acc: 91.2167, s1.loss_bbox: 0.1443, s1.loss_mask: 0.1465, s2.loss_cls: 0.0652, s2.acc: 91.8981, s2.loss_bbox: 0.0516, s2.loss_mask: 0.0690, loss: 1.6750 2022-09-17 03:50:47,771 - mmdet - INFO - Epoch [1][4200/7330] lr: 1.000e-04, eta: 1 day, 15:36:06, time: 0.558, data_time: 0.008, memory: 12686, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.3060, s0.acc: 91.0210, s0.loss_bbox: 0.3398, s0.loss_mask: 0.3146, s1.loss_cls: 0.1435, s1.acc: 91.3338, s1.loss_bbox: 0.1411, s1.loss_mask: 0.1539, s2.loss_cls: 0.0639, s2.acc: 92.1438, s2.loss_bbox: 0.0499, s2.loss_mask: 0.0730, loss: 1.6819 2022-09-17 03:51:15,433 - mmdet - INFO - Epoch [1][4250/7330] lr: 1.000e-04, eta: 1 day, 15:35:53, time: 0.553, data_time: 0.008, memory: 12686, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.0390, s0.loss_cls: 0.2942, s0.acc: 91.1072, s0.loss_bbox: 0.3439, s0.loss_mask: 0.3102, s1.loss_cls: 0.1394, s1.acc: 91.2373, s1.loss_bbox: 0.1441, s1.loss_mask: 0.1513, s2.loss_cls: 0.0623, s2.acc: 91.9537, s2.loss_bbox: 0.0509, s2.loss_mask: 0.0710, loss: 1.6661 2022-09-17 03:51:42,839 - mmdet - INFO - Epoch [1][4300/7330] lr: 1.000e-04, eta: 1 day, 15:35:24, time: 0.549, data_time: 0.007, memory: 12686, loss_rpn_cls: 0.0630, loss_rpn_bbox: 0.0403, s0.loss_cls: 0.3079, s0.acc: 90.9539, s0.loss_bbox: 0.3491, s0.loss_mask: 0.3086, s1.loss_cls: 0.1436, s1.acc: 91.3816, s1.loss_bbox: 0.1449, s1.loss_mask: 0.1494, s2.loss_cls: 0.0648, s2.acc: 91.9568, s2.loss_bbox: 0.0514, s2.loss_mask: 0.0704, loss: 1.6933 2022-09-17 03:52:10,260 - mmdet - INFO - Epoch [1][4350/7330] lr: 1.000e-04, eta: 1 day, 15:34:54, time: 0.548, data_time: 0.007, memory: 12686, loss_rpn_cls: 0.0593, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.2851, s0.acc: 91.4236, s0.loss_bbox: 0.3316, s0.loss_mask: 0.3016, s1.loss_cls: 0.1350, s1.acc: 91.6507, s1.loss_bbox: 0.1396, s1.loss_mask: 0.1467, s2.loss_cls: 0.0611, s2.acc: 92.3265, s2.loss_bbox: 0.0508, s2.loss_mask: 0.0691, loss: 1.6163 2022-09-17 03:52:37,987 - mmdet - INFO - Epoch [1][4400/7330] lr: 1.000e-04, eta: 1 day, 15:34:42, time: 0.554, data_time: 0.006, memory: 12686, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2923, s0.acc: 91.4529, s0.loss_bbox: 0.3346, s0.loss_mask: 0.2976, s1.loss_cls: 0.1364, s1.acc: 91.7471, s1.loss_bbox: 0.1387, s1.loss_mask: 0.1441, s2.loss_cls: 0.0610, s2.acc: 92.3735, s2.loss_bbox: 0.0496, s2.loss_mask: 0.0680, loss: 1.6104 2022-09-17 03:53:05,177 - mmdet - INFO - Epoch [1][4450/7330] lr: 1.000e-04, eta: 1 day, 15:34:00, time: 0.544, data_time: 0.011, memory: 12686, loss_rpn_cls: 0.0589, loss_rpn_bbox: 0.0406, s0.loss_cls: 0.2942, s0.acc: 91.1555, s0.loss_bbox: 0.3428, s0.loss_mask: 0.3098, s1.loss_cls: 0.1385, s1.acc: 91.4193, s1.loss_bbox: 0.1418, s1.loss_mask: 0.1491, s2.loss_cls: 0.0619, s2.acc: 92.1299, s2.loss_bbox: 0.0498, s2.loss_mask: 0.0702, loss: 1.6575 2022-09-17 03:53:32,446 - mmdet - INFO - Epoch [1][4500/7330] lr: 1.000e-04, eta: 1 day, 15:33:22, time: 0.545, data_time: 0.009, memory: 12686, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.2813, s0.acc: 91.6333, s0.loss_bbox: 0.3282, s0.loss_mask: 0.3014, s1.loss_cls: 0.1323, s1.acc: 91.9035, s1.loss_bbox: 0.1380, s1.loss_mask: 0.1468, s2.loss_cls: 0.0598, s2.acc: 92.4783, s2.loss_bbox: 0.0485, s2.loss_mask: 0.0693, loss: 1.5988 2022-09-17 03:54:00,094 - mmdet - INFO - Epoch [1][4550/7330] lr: 1.000e-04, eta: 1 day, 15:33:06, time: 0.553, data_time: 0.009, memory: 12686, loss_rpn_cls: 0.0602, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.3005, s0.acc: 90.9575, s0.loss_bbox: 0.3472, s0.loss_mask: 0.3105, s1.loss_cls: 0.1402, s1.acc: 91.3094, s1.loss_bbox: 0.1454, s1.loss_mask: 0.1510, s2.loss_cls: 0.0636, s2.acc: 91.9727, s2.loss_bbox: 0.0519, s2.loss_mask: 0.0710, loss: 1.6789 2022-09-17 03:54:28,024 - mmdet - INFO - Epoch [1][4600/7330] lr: 1.000e-04, eta: 1 day, 15:33:05, time: 0.559, data_time: 0.011, memory: 12690, loss_rpn_cls: 0.0598, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.2945, s0.acc: 91.1465, s0.loss_bbox: 0.3423, s0.loss_mask: 0.3104, s1.loss_cls: 0.1380, s1.acc: 91.5146, s1.loss_bbox: 0.1415, s1.loss_mask: 0.1493, s2.loss_cls: 0.0620, s2.acc: 92.2242, s2.loss_bbox: 0.0493, s2.loss_mask: 0.0702, loss: 1.6547 2022-09-17 03:54:55,824 - mmdet - INFO - Epoch [1][4650/7330] lr: 1.000e-04, eta: 1 day, 15:32:57, time: 0.556, data_time: 0.008, memory: 12690, loss_rpn_cls: 0.0609, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.2978, s0.acc: 91.0518, s0.loss_bbox: 0.3419, s0.loss_mask: 0.3058, s1.loss_cls: 0.1403, s1.acc: 91.3265, s1.loss_bbox: 0.1424, s1.loss_mask: 0.1499, s2.loss_cls: 0.0626, s2.acc: 92.0600, s2.loss_bbox: 0.0502, s2.loss_mask: 0.0709, loss: 1.6602 2022-09-17 03:55:23,339 - mmdet - INFO - Epoch [1][4700/7330] lr: 1.000e-04, eta: 1 day, 15:32:32, time: 0.550, data_time: 0.007, memory: 12690, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2778, s0.acc: 91.6736, s0.loss_bbox: 0.3211, s0.loss_mask: 0.2999, s1.loss_cls: 0.1311, s1.acc: 91.8041, s1.loss_bbox: 0.1355, s1.loss_mask: 0.1462, s2.loss_cls: 0.0595, s2.acc: 92.3248, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0689, loss: 1.5817 2022-09-17 03:55:51,006 - mmdet - INFO - Epoch [1][4750/7330] lr: 1.000e-04, eta: 1 day, 15:32:14, time: 0.553, data_time: 0.010, memory: 12690, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2775, s0.acc: 91.5796, s0.loss_bbox: 0.3244, s0.loss_mask: 0.2966, s1.loss_cls: 0.1320, s1.acc: 91.7636, s1.loss_bbox: 0.1384, s1.loss_mask: 0.1432, s2.loss_cls: 0.0598, s2.acc: 92.3848, s2.loss_bbox: 0.0500, s2.loss_mask: 0.0678, loss: 1.5802 2022-09-17 03:56:19,054 - mmdet - INFO - Epoch [1][4800/7330] lr: 1.000e-04, eta: 1 day, 15:32:20, time: 0.562, data_time: 0.010, memory: 12690, loss_rpn_cls: 0.0636, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.2840, s0.acc: 91.3176, s0.loss_bbox: 0.3315, s0.loss_mask: 0.3016, s1.loss_cls: 0.1353, s1.acc: 91.5232, s1.loss_bbox: 0.1386, s1.loss_mask: 0.1478, s2.loss_cls: 0.0614, s2.acc: 92.1698, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0693, loss: 1.6206 2022-09-17 03:56:46,499 - mmdet - INFO - Epoch [1][4850/7330] lr: 1.000e-04, eta: 1 day, 15:31:51, time: 0.549, data_time: 0.010, memory: 12690, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.2734, s0.acc: 91.6816, s0.loss_bbox: 0.3262, s0.loss_mask: 0.3059, s1.loss_cls: 0.1291, s1.acc: 91.8948, s1.loss_bbox: 0.1375, s1.loss_mask: 0.1467, s2.loss_cls: 0.0593, s2.acc: 92.3593, s2.loss_bbox: 0.0491, s2.loss_mask: 0.0685, loss: 1.5931 2022-09-17 03:57:13,554 - mmdet - INFO - Epoch [1][4900/7330] lr: 1.000e-04, eta: 1 day, 15:31:01, time: 0.541, data_time: 0.008, memory: 12690, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0399, s0.loss_cls: 0.2856, s0.acc: 91.5679, s0.loss_bbox: 0.3253, s0.loss_mask: 0.3048, s1.loss_cls: 0.1322, s1.acc: 91.9386, s1.loss_bbox: 0.1355, s1.loss_mask: 0.1483, s2.loss_cls: 0.0596, s2.acc: 92.5256, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0701, loss: 1.6075 2022-09-17 03:57:41,357 - mmdet - INFO - Epoch [1][4950/7330] lr: 1.000e-04, eta: 1 day, 15:30:50, time: 0.556, data_time: 0.009, memory: 12690, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.2813, s0.acc: 91.4507, s0.loss_bbox: 0.3317, s0.loss_mask: 0.2972, s1.loss_cls: 0.1332, s1.acc: 91.6678, s1.loss_bbox: 0.1390, s1.loss_mask: 0.1430, s2.loss_cls: 0.0603, s2.acc: 92.2765, s2.loss_bbox: 0.0494, s2.loss_mask: 0.0673, loss: 1.5928 2022-09-17 03:58:08,993 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 03:58:08,993 - mmdet - INFO - Epoch [1][5000/7330] lr: 1.000e-04, eta: 1 day, 15:30:33, time: 0.554, data_time: 0.009, memory: 12690, loss_rpn_cls: 0.0582, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2775, s0.acc: 91.6707, s0.loss_bbox: 0.3197, s0.loss_mask: 0.2983, s1.loss_cls: 0.1311, s1.acc: 91.9233, s1.loss_bbox: 0.1339, s1.loss_mask: 0.1462, s2.loss_cls: 0.0593, s2.acc: 92.5975, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0692, loss: 1.5757 2022-09-17 03:58:36,451 - mmdet - INFO - Epoch [1][5050/7330] lr: 1.000e-04, eta: 1 day, 15:30:05, time: 0.549, data_time: 0.008, memory: 12690, loss_rpn_cls: 0.0580, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.2759, s0.acc: 91.8206, s0.loss_bbox: 0.3141, s0.loss_mask: 0.2990, s1.loss_cls: 0.1303, s1.acc: 91.9954, s1.loss_bbox: 0.1326, s1.loss_mask: 0.1448, s2.loss_cls: 0.0582, s2.acc: 92.7493, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0686, loss: 1.5649 2022-09-17 03:59:03,774 - mmdet - INFO - Epoch [1][5100/7330] lr: 1.000e-04, eta: 1 day, 15:29:29, time: 0.546, data_time: 0.007, memory: 12690, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.2904, s0.acc: 91.4199, s0.loss_bbox: 0.3300, s0.loss_mask: 0.3034, s1.loss_cls: 0.1358, s1.acc: 91.6874, s1.loss_bbox: 0.1381, s1.loss_mask: 0.1474, s2.loss_cls: 0.0609, s2.acc: 92.3037, s2.loss_bbox: 0.0499, s2.loss_mask: 0.0690, loss: 1.6206 2022-09-17 03:59:30,969 - mmdet - INFO - Epoch [1][5150/7330] lr: 1.000e-04, eta: 1 day, 15:28:47, time: 0.544, data_time: 0.008, memory: 12690, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.2756, s0.acc: 91.7322, s0.loss_bbox: 0.3167, s0.loss_mask: 0.3024, s1.loss_cls: 0.1308, s1.acc: 91.9562, s1.loss_bbox: 0.1344, s1.loss_mask: 0.1471, s2.loss_cls: 0.0595, s2.acc: 92.4940, s2.loss_bbox: 0.0485, s2.loss_mask: 0.0694, loss: 1.5791 2022-09-17 03:59:58,732 - mmdet - INFO - Epoch [1][5200/7330] lr: 1.000e-04, eta: 1 day, 15:28:36, time: 0.556, data_time: 0.009, memory: 12690, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.2796, s0.acc: 91.6501, s0.loss_bbox: 0.3180, s0.loss_mask: 0.3015, s1.loss_cls: 0.1310, s1.acc: 91.8984, s1.loss_bbox: 0.1322, s1.loss_mask: 0.1468, s2.loss_cls: 0.0601, s2.acc: 92.3979, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0694, loss: 1.5802 2022-09-17 04:00:26,514 - mmdet - INFO - Epoch [1][5250/7330] lr: 1.000e-04, eta: 1 day, 15:28:22, time: 0.555, data_time: 0.007, memory: 12690, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.2926, s0.acc: 91.4355, s0.loss_bbox: 0.3263, s0.loss_mask: 0.2990, s1.loss_cls: 0.1386, s1.acc: 91.6930, s1.loss_bbox: 0.1381, s1.loss_mask: 0.1457, s2.loss_cls: 0.0624, s2.acc: 92.3531, s2.loss_bbox: 0.0494, s2.loss_mask: 0.0688, loss: 1.6139 2022-09-17 04:00:53,678 - mmdet - INFO - Epoch [1][5300/7330] lr: 1.000e-04, eta: 1 day, 15:27:40, time: 0.544, data_time: 0.009, memory: 12694, loss_rpn_cls: 0.0581, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.2883, s0.acc: 91.3870, s0.loss_bbox: 0.3264, s0.loss_mask: 0.3058, s1.loss_cls: 0.1363, s1.acc: 91.6578, s1.loss_bbox: 0.1374, s1.loss_mask: 0.1477, s2.loss_cls: 0.0616, s2.acc: 92.3338, s2.loss_bbox: 0.0491, s2.loss_mask: 0.0691, loss: 1.6165 2022-09-17 04:01:21,221 - mmdet - INFO - Epoch [1][5350/7330] lr: 1.000e-04, eta: 1 day, 15:27:17, time: 0.551, data_time: 0.008, memory: 12694, loss_rpn_cls: 0.0594, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.2966, s0.acc: 91.1443, s0.loss_bbox: 0.3399, s0.loss_mask: 0.3075, s1.loss_cls: 0.1415, s1.acc: 91.2812, s1.loss_bbox: 0.1427, s1.loss_mask: 0.1491, s2.loss_cls: 0.0641, s2.acc: 91.9331, s2.loss_bbox: 0.0511, s2.loss_mask: 0.0711, loss: 1.6608 2022-09-17 04:01:48,490 - mmdet - INFO - Epoch [1][5400/7330] lr: 1.000e-04, eta: 1 day, 15:26:40, time: 0.545, data_time: 0.010, memory: 12694, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.2861, s0.acc: 91.5500, s0.loss_bbox: 0.3312, s0.loss_mask: 0.3036, s1.loss_cls: 0.1333, s1.acc: 91.9224, s1.loss_bbox: 0.1396, s1.loss_mask: 0.1471, s2.loss_cls: 0.0607, s2.acc: 92.4101, s2.loss_bbox: 0.0498, s2.loss_mask: 0.0694, loss: 1.6157 2022-09-17 04:02:15,752 - mmdet - INFO - Epoch [1][5450/7330] lr: 1.000e-04, eta: 1 day, 15:26:03, time: 0.545, data_time: 0.008, memory: 12694, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.2776, s0.acc: 91.5310, s0.loss_bbox: 0.3254, s0.loss_mask: 0.2991, s1.loss_cls: 0.1330, s1.acc: 91.6362, s1.loss_bbox: 0.1384, s1.loss_mask: 0.1452, s2.loss_cls: 0.0614, s2.acc: 92.1451, s2.loss_bbox: 0.0497, s2.loss_mask: 0.0687, loss: 1.5918 2022-09-17 04:02:43,322 - mmdet - INFO - Epoch [1][5500/7330] lr: 1.000e-04, eta: 1 day, 15:25:40, time: 0.551, data_time: 0.010, memory: 12694, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.3023, s0.acc: 91.0024, s0.loss_bbox: 0.3394, s0.loss_mask: 0.3040, s1.loss_cls: 0.1448, s1.acc: 91.1238, s1.loss_bbox: 0.1418, s1.loss_mask: 0.1475, s2.loss_cls: 0.0651, s2.acc: 91.7806, s2.loss_bbox: 0.0501, s2.loss_mask: 0.0691, loss: 1.6575 2022-09-17 04:03:11,215 - mmdet - INFO - Epoch [1][5550/7330] lr: 1.000e-04, eta: 1 day, 15:25:31, time: 0.557, data_time: 0.008, memory: 12694, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2915, s0.acc: 91.2620, s0.loss_bbox: 0.3333, s0.loss_mask: 0.2984, s1.loss_cls: 0.1362, s1.acc: 91.6504, s1.loss_bbox: 0.1403, s1.loss_mask: 0.1450, s2.loss_cls: 0.0613, s2.acc: 92.2654, s2.loss_bbox: 0.0495, s2.loss_mask: 0.0685, loss: 1.6116 2022-09-17 04:03:39,684 - mmdet - INFO - Epoch [1][5600/7330] lr: 1.000e-04, eta: 1 day, 15:25:50, time: 0.570, data_time: 0.009, memory: 12694, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.2930, s0.acc: 91.2080, s0.loss_bbox: 0.3403, s0.loss_mask: 0.3070, s1.loss_cls: 0.1387, s1.acc: 91.5343, s1.loss_bbox: 0.1429, s1.loss_mask: 0.1501, s2.loss_cls: 0.0627, s2.acc: 92.0975, s2.loss_bbox: 0.0507, s2.loss_mask: 0.0704, loss: 1.6477 2022-09-17 04:04:07,674 - mmdet - INFO - Epoch [1][5650/7330] lr: 1.000e-04, eta: 1 day, 15:25:47, time: 0.560, data_time: 0.009, memory: 12694, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2739, s0.acc: 91.6692, s0.loss_bbox: 0.3221, s0.loss_mask: 0.2892, s1.loss_cls: 0.1287, s1.acc: 91.8690, s1.loss_bbox: 0.1360, s1.loss_mask: 0.1414, s2.loss_cls: 0.0587, s2.acc: 92.3618, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0666, loss: 1.5553 2022-09-17 04:04:35,527 - mmdet - INFO - Epoch [1][5700/7330] lr: 1.000e-04, eta: 1 day, 15:25:36, time: 0.557, data_time: 0.008, memory: 12694, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2787, s0.acc: 91.6477, s0.loss_bbox: 0.3294, s0.loss_mask: 0.2914, s1.loss_cls: 0.1299, s1.acc: 92.0164, s1.loss_bbox: 0.1384, s1.loss_mask: 0.1422, s2.loss_cls: 0.0597, s2.acc: 92.5415, s2.loss_bbox: 0.0503, s2.loss_mask: 0.0669, loss: 1.5742 2022-09-17 04:05:02,969 - mmdet - INFO - Epoch [1][5750/7330] lr: 1.000e-04, eta: 1 day, 15:25:05, time: 0.548, data_time: 0.007, memory: 12694, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2747, s0.acc: 91.7705, s0.loss_bbox: 0.3167, s0.loss_mask: 0.3010, s1.loss_cls: 0.1295, s1.acc: 92.0055, s1.loss_bbox: 0.1329, s1.loss_mask: 0.1470, s2.loss_cls: 0.0589, s2.acc: 92.4705, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0689, loss: 1.5648 2022-09-17 04:05:31,136 - mmdet - INFO - Epoch [1][5800/7330] lr: 1.000e-04, eta: 1 day, 15:25:09, time: 0.564, data_time: 0.011, memory: 12694, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2765, s0.acc: 91.5122, s0.loss_bbox: 0.3345, s0.loss_mask: 0.3001, s1.loss_cls: 0.1308, s1.acc: 91.6515, s1.loss_bbox: 0.1398, s1.loss_mask: 0.1444, s2.loss_cls: 0.0605, s2.acc: 91.9797, s2.loss_bbox: 0.0509, s2.loss_mask: 0.0681, loss: 1.5966 2022-09-17 04:05:59,128 - mmdet - INFO - Epoch [1][5850/7330] lr: 1.000e-04, eta: 1 day, 15:25:03, time: 0.559, data_time: 0.009, memory: 12694, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.3016, s0.acc: 90.8789, s0.loss_bbox: 0.3526, s0.loss_mask: 0.3053, s1.loss_cls: 0.1402, s1.acc: 91.2697, s1.loss_bbox: 0.1469, s1.loss_mask: 0.1486, s2.loss_cls: 0.0630, s2.acc: 91.9558, s2.loss_bbox: 0.0515, s2.loss_mask: 0.0698, loss: 1.6760 2022-09-17 04:06:26,616 - mmdet - INFO - Epoch [1][5900/7330] lr: 1.000e-04, eta: 1 day, 15:24:36, time: 0.550, data_time: 0.009, memory: 12694, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2742, s0.acc: 91.6746, s0.loss_bbox: 0.3280, s0.loss_mask: 0.2985, s1.loss_cls: 0.1295, s1.acc: 91.8626, s1.loss_bbox: 0.1372, s1.loss_mask: 0.1450, s2.loss_cls: 0.0586, s2.acc: 92.4911, s2.loss_bbox: 0.0492, s2.loss_mask: 0.0682, loss: 1.5701 2022-09-17 04:06:54,415 - mmdet - INFO - Epoch [1][5950/7330] lr: 1.000e-04, eta: 1 day, 15:24:20, time: 0.555, data_time: 0.008, memory: 12694, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2851, s0.acc: 91.4265, s0.loss_bbox: 0.3318, s0.loss_mask: 0.3008, s1.loss_cls: 0.1356, s1.acc: 91.6244, s1.loss_bbox: 0.1398, s1.loss_mask: 0.1449, s2.loss_cls: 0.0618, s2.acc: 92.1521, s2.loss_bbox: 0.0499, s2.loss_mask: 0.0685, loss: 1.6093 2022-09-17 04:07:22,542 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 04:07:22,542 - mmdet - INFO - Epoch [1][6000/7330] lr: 1.000e-04, eta: 1 day, 15:24:20, time: 0.563, data_time: 0.010, memory: 12694, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2741, s0.acc: 91.7441, s0.loss_bbox: 0.3209, s0.loss_mask: 0.2912, s1.loss_cls: 0.1295, s1.acc: 92.0644, s1.loss_bbox: 0.1365, s1.loss_mask: 0.1410, s2.loss_cls: 0.0593, s2.acc: 92.5664, s2.loss_bbox: 0.0495, s2.loss_mask: 0.0667, loss: 1.5550 2022-09-17 04:07:50,367 - mmdet - INFO - Epoch [1][6050/7330] lr: 1.000e-04, eta: 1 day, 15:24:07, time: 0.557, data_time: 0.010, memory: 12694, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2628, s0.acc: 91.9417, s0.loss_bbox: 0.3163, s0.loss_mask: 0.2951, s1.loss_cls: 0.1242, s1.acc: 92.1694, s1.loss_bbox: 0.1330, s1.loss_mask: 0.1433, s2.loss_cls: 0.0561, s2.acc: 92.7212, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0673, loss: 1.5344 2022-09-17 04:08:18,201 - mmdet - INFO - Epoch [1][6100/7330] lr: 1.000e-04, eta: 1 day, 15:23:52, time: 0.556, data_time: 0.007, memory: 12694, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2727, s0.acc: 91.7471, s0.loss_bbox: 0.3208, s0.loss_mask: 0.2950, s1.loss_cls: 0.1283, s1.acc: 92.0518, s1.loss_bbox: 0.1354, s1.loss_mask: 0.1443, s2.loss_cls: 0.0585, s2.acc: 92.4888, s2.loss_bbox: 0.0494, s2.loss_mask: 0.0676, loss: 1.5643 2022-09-17 04:08:45,538 - mmdet - INFO - Epoch [1][6150/7330] lr: 1.000e-04, eta: 1 day, 15:23:18, time: 0.547, data_time: 0.008, memory: 12694, loss_rpn_cls: 0.0613, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.2965, s0.acc: 91.0908, s0.loss_bbox: 0.3366, s0.loss_mask: 0.2945, s1.loss_cls: 0.1393, s1.acc: 91.3655, s1.loss_bbox: 0.1418, s1.loss_mask: 0.1439, s2.loss_cls: 0.0629, s2.acc: 91.9903, s2.loss_bbox: 0.0508, s2.loss_mask: 0.0682, loss: 1.6325 2022-09-17 04:09:12,858 - mmdet - INFO - Epoch [1][6200/7330] lr: 1.000e-04, eta: 1 day, 15:22:43, time: 0.546, data_time: 0.010, memory: 12694, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.2843, s0.acc: 91.4680, s0.loss_bbox: 0.3266, s0.loss_mask: 0.2990, s1.loss_cls: 0.1320, s1.acc: 91.8412, s1.loss_bbox: 0.1364, s1.loss_mask: 0.1460, s2.loss_cls: 0.0600, s2.acc: 92.4872, s2.loss_bbox: 0.0494, s2.loss_mask: 0.0686, loss: 1.5953 2022-09-17 04:09:41,068 - mmdet - INFO - Epoch [1][6250/7330] lr: 1.000e-04, eta: 1 day, 15:22:44, time: 0.564, data_time: 0.010, memory: 12694, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.2765, s0.acc: 91.5337, s0.loss_bbox: 0.3256, s0.loss_mask: 0.2959, s1.loss_cls: 0.1311, s1.acc: 91.7857, s1.loss_bbox: 0.1377, s1.loss_mask: 0.1450, s2.loss_cls: 0.0599, s2.acc: 92.3038, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0687, loss: 1.5812 2022-09-17 04:10:08,812 - mmdet - INFO - Epoch [1][6300/7330] lr: 1.000e-04, eta: 1 day, 15:22:25, time: 0.555, data_time: 0.008, memory: 12694, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.2843, s0.acc: 91.4949, s0.loss_bbox: 0.3284, s0.loss_mask: 0.2956, s1.loss_cls: 0.1351, s1.acc: 91.6328, s1.loss_bbox: 0.1380, s1.loss_mask: 0.1433, s2.loss_cls: 0.0617, s2.acc: 92.2143, s2.loss_bbox: 0.0491, s2.loss_mask: 0.0672, loss: 1.5941 2022-09-17 04:10:36,881 - mmdet - INFO - Epoch [1][6350/7330] lr: 1.000e-04, eta: 1 day, 15:22:20, time: 0.561, data_time: 0.009, memory: 12694, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2670, s0.acc: 91.6716, s0.loss_bbox: 0.3216, s0.loss_mask: 0.3032, s1.loss_cls: 0.1251, s1.acc: 91.9137, s1.loss_bbox: 0.1366, s1.loss_mask: 0.1479, s2.loss_cls: 0.0570, s2.acc: 92.3439, s2.loss_bbox: 0.0493, s2.loss_mask: 0.0696, loss: 1.5675 2022-09-17 04:11:05,393 - mmdet - INFO - Epoch [1][6400/7330] lr: 1.000e-04, eta: 1 day, 15:22:34, time: 0.571, data_time: 0.008, memory: 12694, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.2767, s0.acc: 91.6104, s0.loss_bbox: 0.3293, s0.loss_mask: 0.3013, s1.loss_cls: 0.1312, s1.acc: 91.8223, s1.loss_bbox: 0.1377, s1.loss_mask: 0.1482, s2.loss_cls: 0.0601, s2.acc: 92.3923, s2.loss_bbox: 0.0499, s2.loss_mask: 0.0700, loss: 1.5944 2022-09-17 04:11:32,806 - mmdet - INFO - Epoch [1][6450/7330] lr: 1.000e-04, eta: 1 day, 15:22:02, time: 0.548, data_time: 0.008, memory: 12694, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2772, s0.acc: 91.7605, s0.loss_bbox: 0.3220, s0.loss_mask: 0.2980, s1.loss_cls: 0.1305, s1.acc: 92.0391, s1.loss_bbox: 0.1365, s1.loss_mask: 0.1467, s2.loss_cls: 0.0597, s2.acc: 92.4447, s2.loss_bbox: 0.0495, s2.loss_mask: 0.0692, loss: 1.5784 2022-09-17 04:12:01,465 - mmdet - INFO - Epoch [1][6500/7330] lr: 1.000e-04, eta: 1 day, 15:22:17, time: 0.572, data_time: 0.011, memory: 12694, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2695, s0.acc: 91.9202, s0.loss_bbox: 0.3249, s0.loss_mask: 0.2942, s1.loss_cls: 0.1276, s1.acc: 92.1302, s1.loss_bbox: 0.1392, s1.loss_mask: 0.1429, s2.loss_cls: 0.0588, s2.acc: 92.4544, s2.loss_bbox: 0.0514, s2.loss_mask: 0.0676, loss: 1.5627 2022-09-17 04:12:29,604 - mmdet - INFO - Epoch [1][6550/7330] lr: 1.000e-04, eta: 1 day, 15:22:15, time: 0.564, data_time: 0.010, memory: 12694, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2780, s0.acc: 91.4722, s0.loss_bbox: 0.3311, s0.loss_mask: 0.2952, s1.loss_cls: 0.1329, s1.acc: 91.6767, s1.loss_bbox: 0.1409, s1.loss_mask: 0.1455, s2.loss_cls: 0.0603, s2.acc: 92.1993, s2.loss_bbox: 0.0503, s2.loss_mask: 0.0690, loss: 1.5963 2022-09-17 04:12:57,352 - mmdet - INFO - Epoch [1][6600/7330] lr: 1.000e-04, eta: 1 day, 15:21:56, time: 0.555, data_time: 0.008, memory: 12694, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2662, s0.acc: 91.9187, s0.loss_bbox: 0.3191, s0.loss_mask: 0.2829, s1.loss_cls: 0.1257, s1.acc: 92.1172, s1.loss_bbox: 0.1363, s1.loss_mask: 0.1377, s2.loss_cls: 0.0579, s2.acc: 92.4864, s2.loss_bbox: 0.0496, s2.loss_mask: 0.0647, loss: 1.5272 2022-09-17 04:13:25,381 - mmdet - INFO - Epoch [1][6650/7330] lr: 1.000e-04, eta: 1 day, 15:21:47, time: 0.561, data_time: 0.011, memory: 12694, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2823, s0.acc: 91.6211, s0.loss_bbox: 0.3262, s0.loss_mask: 0.2952, s1.loss_cls: 0.1325, s1.acc: 91.7544, s1.loss_bbox: 0.1367, s1.loss_mask: 0.1450, s2.loss_cls: 0.0606, s2.acc: 92.2300, s2.loss_bbox: 0.0491, s2.loss_mask: 0.0684, loss: 1.5820 2022-09-17 04:13:52,830 - mmdet - INFO - Epoch [1][6700/7330] lr: 1.000e-04, eta: 1 day, 15:21:16, time: 0.549, data_time: 0.010, memory: 12694, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2719, s0.acc: 91.7808, s0.loss_bbox: 0.3243, s0.loss_mask: 0.2957, s1.loss_cls: 0.1305, s1.acc: 91.8908, s1.loss_bbox: 0.1379, s1.loss_mask: 0.1448, s2.loss_cls: 0.0607, s2.acc: 92.2342, s2.loss_bbox: 0.0497, s2.loss_mask: 0.0669, loss: 1.5724 2022-09-17 04:14:20,898 - mmdet - INFO - Epoch [1][6750/7330] lr: 1.000e-04, eta: 1 day, 15:21:08, time: 0.561, data_time: 0.010, memory: 12694, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2666, s0.acc: 91.9131, s0.loss_bbox: 0.3144, s0.loss_mask: 0.2864, s1.loss_cls: 0.1249, s1.acc: 92.1212, s1.loss_bbox: 0.1334, s1.loss_mask: 0.1384, s2.loss_cls: 0.0575, s2.acc: 92.4855, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0657, loss: 1.5221 2022-09-17 04:14:48,556 - mmdet - INFO - Epoch [1][6800/7330] lr: 1.000e-04, eta: 1 day, 15:20:45, time: 0.553, data_time: 0.007, memory: 12694, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2721, s0.acc: 91.7161, s0.loss_bbox: 0.3217, s0.loss_mask: 0.2886, s1.loss_cls: 0.1293, s1.acc: 91.9278, s1.loss_bbox: 0.1362, s1.loss_mask: 0.1410, s2.loss_cls: 0.0589, s2.acc: 92.4634, s2.loss_bbox: 0.0499, s2.loss_mask: 0.0664, loss: 1.5498 2022-09-17 04:15:16,496 - mmdet - INFO - Epoch [1][6850/7330] lr: 1.000e-04, eta: 1 day, 15:20:32, time: 0.559, data_time: 0.009, memory: 12694, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.2861, s0.acc: 91.3992, s0.loss_bbox: 0.3236, s0.loss_mask: 0.2952, s1.loss_cls: 0.1338, s1.acc: 91.7605, s1.loss_bbox: 0.1347, s1.loss_mask: 0.1425, s2.loss_cls: 0.0611, s2.acc: 92.2823, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0670, loss: 1.5843 2022-09-17 04:15:44,558 - mmdet - INFO - Epoch [1][6900/7330] lr: 1.000e-04, eta: 1 day, 15:20:23, time: 0.561, data_time: 0.008, memory: 12694, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2727, s0.acc: 91.7219, s0.loss_bbox: 0.3140, s0.loss_mask: 0.2953, s1.loss_cls: 0.1289, s1.acc: 92.0255, s1.loss_bbox: 0.1331, s1.loss_mask: 0.1453, s2.loss_cls: 0.0599, s2.acc: 92.3971, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0683, loss: 1.5566 2022-09-17 04:16:12,276 - mmdet - INFO - Epoch [1][6950/7330] lr: 1.000e-04, eta: 1 day, 15:20:02, time: 0.554, data_time: 0.010, memory: 12694, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.2801, s0.acc: 91.6274, s0.loss_bbox: 0.3200, s0.loss_mask: 0.2950, s1.loss_cls: 0.1326, s1.acc: 91.8599, s1.loss_bbox: 0.1350, s1.loss_mask: 0.1433, s2.loss_cls: 0.0611, s2.acc: 92.2705, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0676, loss: 1.5788 2022-09-17 04:16:40,194 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 04:16:40,197 - mmdet - INFO - Epoch [1][7000/7330] lr: 1.000e-04, eta: 1 day, 15:19:47, time: 0.558, data_time: 0.010, memory: 12694, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.2838, s0.acc: 91.4998, s0.loss_bbox: 0.3323, s0.loss_mask: 0.2997, s1.loss_cls: 0.1333, s1.acc: 91.7848, s1.loss_bbox: 0.1384, s1.loss_mask: 0.1470, s2.loss_cls: 0.0606, s2.acc: 92.3254, s2.loss_bbox: 0.0499, s2.loss_mask: 0.0692, loss: 1.6091 2022-09-17 04:17:08,219 - mmdet - INFO - Epoch [1][7050/7330] lr: 1.000e-04, eta: 1 day, 15:19:36, time: 0.560, data_time: 0.009, memory: 12694, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2645, s0.acc: 92.0547, s0.loss_bbox: 0.3087, s0.loss_mask: 0.2900, s1.loss_cls: 0.1246, s1.acc: 92.3233, s1.loss_bbox: 0.1303, s1.loss_mask: 0.1400, s2.loss_cls: 0.0574, s2.acc: 92.7064, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0657, loss: 1.5168 2022-09-17 04:17:36,082 - mmdet - INFO - Epoch [1][7100/7330] lr: 1.000e-04, eta: 1 day, 15:19:20, time: 0.558, data_time: 0.009, memory: 12696, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2733, s0.acc: 91.7554, s0.loss_bbox: 0.3188, s0.loss_mask: 0.2953, s1.loss_cls: 0.1292, s1.acc: 91.9585, s1.loss_bbox: 0.1351, s1.loss_mask: 0.1431, s2.loss_cls: 0.0585, s2.acc: 92.5191, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0675, loss: 1.5526 2022-09-17 04:18:03,972 - mmdet - INFO - Epoch [1][7150/7330] lr: 1.000e-04, eta: 1 day, 15:19:04, time: 0.558, data_time: 0.011, memory: 12696, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.2602, s0.acc: 92.1028, s0.loss_bbox: 0.3053, s0.loss_mask: 0.2840, s1.loss_cls: 0.1242, s1.acc: 92.2268, s1.loss_bbox: 0.1321, s1.loss_mask: 0.1392, s2.loss_cls: 0.0575, s2.acc: 92.5574, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0662, loss: 1.5062 2022-09-17 04:18:31,332 - mmdet - INFO - Epoch [1][7200/7330] lr: 1.000e-04, eta: 1 day, 15:18:29, time: 0.547, data_time: 0.009, memory: 12696, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2632, s0.acc: 92.1335, s0.loss_bbox: 0.3073, s0.loss_mask: 0.2847, s1.loss_cls: 0.1263, s1.acc: 92.2508, s1.loss_bbox: 0.1314, s1.loss_mask: 0.1382, s2.loss_cls: 0.0580, s2.acc: 92.6725, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0648, loss: 1.5043 2022-09-17 04:18:59,270 - mmdet - INFO - Epoch [1][7250/7330] lr: 1.000e-04, eta: 1 day, 15:18:15, time: 0.559, data_time: 0.008, memory: 12696, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2646, s0.acc: 91.9458, s0.loss_bbox: 0.3169, s0.loss_mask: 0.2872, s1.loss_cls: 0.1279, s1.acc: 91.9915, s1.loss_bbox: 0.1350, s1.loss_mask: 0.1406, s2.loss_cls: 0.0587, s2.acc: 92.4285, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0660, loss: 1.5302 2022-09-17 04:19:26,891 - mmdet - INFO - Epoch [1][7300/7330] lr: 1.000e-04, eta: 1 day, 15:17:49, time: 0.552, data_time: 0.010, memory: 12696, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2681, s0.acc: 91.7722, s0.loss_bbox: 0.3130, s0.loss_mask: 0.2905, s1.loss_cls: 0.1268, s1.acc: 92.0386, s1.loss_bbox: 0.1315, s1.loss_mask: 0.1426, s2.loss_cls: 0.0584, s2.acc: 92.4051, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0668, loss: 1.5290 2022-09-17 04:19:52,167 - mmdet - INFO - Saving checkpoint at 1 epochs 2022-09-17 04:21:47,518 - mmdet - INFO - Evaluating bbox... 2022-09-17 04:22:24,626 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.307 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.493 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.325 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.167 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.325 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.427 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.468 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.468 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.468 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.276 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.500 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.617 2022-09-17 04:22:24,626 - mmdet - INFO - Evaluating segm... 2022-09-17 04:23:05,004 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.277 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.469 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.286 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.112 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.296 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.441 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.416 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.416 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.416 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.218 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.453 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.580 2022-09-17 04:23:05,834 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 04:23:05,834 - mmdet - INFO - Epoch(val) [1][313] bbox_mAP: 0.3070, bbox_mAP_50: 0.4930, bbox_mAP_75: 0.3250, bbox_mAP_s: 0.1670, bbox_mAP_m: 0.3250, bbox_mAP_l: 0.4270, bbox_mAP_copypaste: 0.307 0.493 0.325 0.167 0.325 0.427, segm_mAP: 0.2770, segm_mAP_50: 0.4690, segm_mAP_75: 0.2860, segm_mAP_s: 0.1120, segm_mAP_m: 0.2960, segm_mAP_l: 0.4410, segm_mAP_copypaste: 0.277 0.469 0.286 0.112 0.296 0.441 2022-09-17 04:25:12,413 - mmdet - INFO - Epoch [2][50/7330] lr: 1.000e-04, eta: 1 day, 16:04:50, time: 2.531, data_time: 1.950, memory: 12696, loss_rpn_cls: 0.0588, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.2738, s0.acc: 91.5911, s0.loss_bbox: 0.3233, s0.loss_mask: 0.2845, s1.loss_cls: 0.1289, s1.acc: 91.8874, s1.loss_bbox: 0.1354, s1.loss_mask: 0.1393, s2.loss_cls: 0.0594, s2.acc: 92.2750, s2.loss_bbox: 0.0491, s2.loss_mask: 0.0657, loss: 1.5563 2022-09-17 04:25:40,771 - mmdet - INFO - Epoch [2][100/7330] lr: 1.000e-04, eta: 1 day, 16:04:31, time: 0.567, data_time: 0.010, memory: 12696, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2603, s0.acc: 92.0874, s0.loss_bbox: 0.3079, s0.loss_mask: 0.2774, s1.loss_cls: 0.1249, s1.acc: 92.2735, s1.loss_bbox: 0.1322, s1.loss_mask: 0.1364, s2.loss_cls: 0.0576, s2.acc: 92.6705, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0647, loss: 1.4981 2022-09-17 04:26:08,721 - mmdet - INFO - Epoch [2][150/7330] lr: 1.000e-04, eta: 1 day, 16:03:55, time: 0.558, data_time: 0.010, memory: 12696, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2589, s0.acc: 92.0698, s0.loss_bbox: 0.3078, s0.loss_mask: 0.2805, s1.loss_cls: 0.1246, s1.acc: 92.1870, s1.loss_bbox: 0.1311, s1.loss_mask: 0.1367, s2.loss_cls: 0.0576, s2.acc: 92.5664, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0643, loss: 1.4915 2022-09-17 04:26:37,340 - mmdet - INFO - Epoch [2][200/7330] lr: 1.000e-04, eta: 1 day, 16:03:45, time: 0.573, data_time: 0.009, memory: 12696, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2661, s0.acc: 91.8516, s0.loss_bbox: 0.3184, s0.loss_mask: 0.2911, s1.loss_cls: 0.1254, s1.acc: 92.1128, s1.loss_bbox: 0.1345, s1.loss_mask: 0.1403, s2.loss_cls: 0.0571, s2.acc: 92.6082, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0662, loss: 1.5353 2022-09-17 04:27:05,265 - mmdet - INFO - Epoch [2][250/7330] lr: 1.000e-04, eta: 1 day, 16:03:10, time: 0.558, data_time: 0.008, memory: 12696, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2630, s0.acc: 91.9099, s0.loss_bbox: 0.3170, s0.loss_mask: 0.2826, s1.loss_cls: 0.1257, s1.acc: 92.1075, s1.loss_bbox: 0.1362, s1.loss_mask: 0.1389, s2.loss_cls: 0.0588, s2.acc: 92.3133, s2.loss_bbox: 0.0498, s2.loss_mask: 0.0656, loss: 1.5248 2022-09-17 04:27:33,458 - mmdet - INFO - Epoch [2][300/7330] lr: 1.000e-04, eta: 1 day, 16:02:44, time: 0.564, data_time: 0.010, memory: 12696, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2663, s0.acc: 91.6887, s0.loss_bbox: 0.3214, s0.loss_mask: 0.2853, s1.loss_cls: 0.1270, s1.acc: 91.8580, s1.loss_bbox: 0.1380, s1.loss_mask: 0.1402, s2.loss_cls: 0.0590, s2.acc: 92.1894, s2.loss_bbox: 0.0503, s2.loss_mask: 0.0665, loss: 1.5417 2022-09-17 04:28:01,104 - mmdet - INFO - Epoch [2][350/7330] lr: 1.000e-04, eta: 1 day, 16:01:59, time: 0.553, data_time: 0.007, memory: 12696, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2535, s0.acc: 92.0566, s0.loss_bbox: 0.3096, s0.loss_mask: 0.2801, s1.loss_cls: 0.1219, s1.acc: 92.1561, s1.loss_bbox: 0.1334, s1.loss_mask: 0.1380, s2.loss_cls: 0.0568, s2.acc: 92.6019, s2.loss_bbox: 0.0485, s2.loss_mask: 0.0653, loss: 1.4868 2022-09-17 04:28:28,832 - mmdet - INFO - Epoch [2][400/7330] lr: 1.000e-04, eta: 1 day, 16:01:17, time: 0.554, data_time: 0.010, memory: 12696, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2645, s0.acc: 91.8035, s0.loss_bbox: 0.3171, s0.loss_mask: 0.2784, s1.loss_cls: 0.1248, s1.acc: 92.1024, s1.loss_bbox: 0.1365, s1.loss_mask: 0.1364, s2.loss_cls: 0.0574, s2.acc: 92.3578, s2.loss_bbox: 0.0501, s2.loss_mask: 0.0649, loss: 1.5109 2022-09-17 04:28:56,679 - mmdet - INFO - Epoch [2][450/7330] lr: 1.000e-04, eta: 1 day, 16:00:41, time: 0.558, data_time: 0.010, memory: 12696, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2589, s0.acc: 92.0579, s0.loss_bbox: 0.3109, s0.loss_mask: 0.2870, s1.loss_cls: 0.1223, s1.acc: 92.2919, s1.loss_bbox: 0.1319, s1.loss_mask: 0.1410, s2.loss_cls: 0.0564, s2.acc: 92.6149, s2.loss_bbox: 0.0485, s2.loss_mask: 0.0666, loss: 1.5125 2022-09-17 04:29:24,784 - mmdet - INFO - Epoch [2][500/7330] lr: 1.000e-04, eta: 1 day, 16:00:12, time: 0.562, data_time: 0.011, memory: 12696, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2712, s0.acc: 91.7126, s0.loss_bbox: 0.3198, s0.loss_mask: 0.2910, s1.loss_cls: 0.1293, s1.acc: 91.8464, s1.loss_bbox: 0.1361, s1.loss_mask: 0.1430, s2.loss_cls: 0.0595, s2.acc: 92.2396, s2.loss_bbox: 0.0497, s2.loss_mask: 0.0681, loss: 1.5563 2022-09-17 04:29:53,081 - mmdet - INFO - Epoch [2][550/7330] lr: 1.000e-04, eta: 1 day, 15:59:50, time: 0.566, data_time: 0.008, memory: 12696, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2473, s0.acc: 92.4377, s0.loss_bbox: 0.2994, s0.loss_mask: 0.2760, s1.loss_cls: 0.1173, s1.acc: 92.5875, s1.loss_bbox: 0.1311, s1.loss_mask: 0.1351, s2.loss_cls: 0.0546, s2.acc: 92.9405, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0634, loss: 1.4516 2022-09-17 04:30:21,029 - mmdet - INFO - Epoch [2][600/7330] lr: 1.000e-04, eta: 1 day, 15:59:16, time: 0.559, data_time: 0.007, memory: 12696, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2638, s0.acc: 92.0598, s0.loss_bbox: 0.3092, s0.loss_mask: 0.2882, s1.loss_cls: 0.1270, s1.acc: 92.1862, s1.loss_bbox: 0.1334, s1.loss_mask: 0.1415, s2.loss_cls: 0.0586, s2.acc: 92.4832, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0665, loss: 1.5253 2022-09-17 04:30:48,640 - mmdet - INFO - Epoch [2][650/7330] lr: 1.000e-04, eta: 1 day, 15:58:31, time: 0.552, data_time: 0.009, memory: 12696, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2609, s0.acc: 92.0020, s0.loss_bbox: 0.3169, s0.loss_mask: 0.2877, s1.loss_cls: 0.1220, s1.acc: 92.2848, s1.loss_bbox: 0.1334, s1.loss_mask: 0.1393, s2.loss_cls: 0.0557, s2.acc: 92.7003, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0652, loss: 1.5190 2022-09-17 04:31:16,418 - mmdet - INFO - Epoch [2][700/7330] lr: 1.000e-04, eta: 1 day, 15:57:52, time: 0.555, data_time: 0.008, memory: 12696, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2543, s0.acc: 92.1294, s0.loss_bbox: 0.3069, s0.loss_mask: 0.2793, s1.loss_cls: 0.1201, s1.acc: 92.4501, s1.loss_bbox: 0.1318, s1.loss_mask: 0.1369, s2.loss_cls: 0.0550, s2.acc: 92.9499, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0645, loss: 1.4841 2022-09-17 04:31:44,637 - mmdet - INFO - Epoch [2][750/7330] lr: 1.000e-04, eta: 1 day, 15:57:27, time: 0.564, data_time: 0.009, memory: 12696, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2563, s0.acc: 91.9946, s0.loss_bbox: 0.3172, s0.loss_mask: 0.2747, s1.loss_cls: 0.1225, s1.acc: 92.0752, s1.loss_bbox: 0.1374, s1.loss_mask: 0.1361, s2.loss_cls: 0.0573, s2.acc: 92.4352, s2.loss_bbox: 0.0501, s2.loss_mask: 0.0639, loss: 1.5014 2022-09-17 04:32:12,518 - mmdet - INFO - Epoch [2][800/7330] lr: 1.000e-04, eta: 1 day, 15:56:52, time: 0.558, data_time: 0.011, memory: 12696, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.2762, s0.acc: 91.6643, s0.loss_bbox: 0.3238, s0.loss_mask: 0.2907, s1.loss_cls: 0.1314, s1.acc: 91.7945, s1.loss_bbox: 0.1372, s1.loss_mask: 0.1428, s2.loss_cls: 0.0601, s2.acc: 92.2850, s2.loss_bbox: 0.0491, s2.loss_mask: 0.0673, loss: 1.5694 2022-09-17 04:32:40,376 - mmdet - INFO - Epoch [2][850/7330] lr: 1.000e-04, eta: 1 day, 15:56:16, time: 0.557, data_time: 0.009, memory: 12696, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.2658, s0.acc: 91.7058, s0.loss_bbox: 0.3290, s0.loss_mask: 0.2958, s1.loss_cls: 0.1263, s1.acc: 91.8683, s1.loss_bbox: 0.1404, s1.loss_mask: 0.1444, s2.loss_cls: 0.0586, s2.acc: 92.2672, s2.loss_bbox: 0.0506, s2.loss_mask: 0.0681, loss: 1.5657 2022-09-17 04:33:08,089 - mmdet - INFO - Epoch [2][900/7330] lr: 1.000e-04, eta: 1 day, 15:55:35, time: 0.554, data_time: 0.009, memory: 12696, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2461, s0.acc: 92.3645, s0.loss_bbox: 0.3015, s0.loss_mask: 0.2835, s1.loss_cls: 0.1173, s1.acc: 92.5237, s1.loss_bbox: 0.1302, s1.loss_mask: 0.1379, s2.loss_cls: 0.0547, s2.acc: 92.8520, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0652, loss: 1.4593 2022-09-17 04:33:36,173 - mmdet - INFO - Epoch [2][950/7330] lr: 1.000e-04, eta: 1 day, 15:55:05, time: 0.561, data_time: 0.008, memory: 12696, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.2649, s0.acc: 91.8240, s0.loss_bbox: 0.3241, s0.loss_mask: 0.2868, s1.loss_cls: 0.1257, s1.acc: 92.0383, s1.loss_bbox: 0.1379, s1.loss_mask: 0.1416, s2.loss_cls: 0.0583, s2.acc: 92.3918, s2.loss_bbox: 0.0503, s2.loss_mask: 0.0674, loss: 1.5508 2022-09-17 04:34:03,955 - mmdet - INFO - Epoch [2][1000/7330] lr: 1.000e-04, eta: 1 day, 15:54:28, time: 0.556, data_time: 0.010, memory: 12696, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2597, s0.acc: 91.9524, s0.loss_bbox: 0.3055, s0.loss_mask: 0.2771, s1.loss_cls: 0.1236, s1.acc: 92.0879, s1.loss_bbox: 0.1317, s1.loss_mask: 0.1368, s2.loss_cls: 0.0567, s2.acc: 92.5735, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0645, loss: 1.4874 2022-09-17 04:34:32,195 - mmdet - INFO - Epoch [2][1050/7330] lr: 1.000e-04, eta: 1 day, 15:54:03, time: 0.564, data_time: 0.009, memory: 12696, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.2599, s0.acc: 91.8198, s0.loss_bbox: 0.3202, s0.loss_mask: 0.2813, s1.loss_cls: 0.1245, s1.acc: 91.9381, s1.loss_bbox: 0.1358, s1.loss_mask: 0.1377, s2.loss_cls: 0.0577, s2.acc: 92.3926, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0651, loss: 1.5132 2022-09-17 04:35:00,170 - mmdet - INFO - Epoch [2][1100/7330] lr: 1.000e-04, eta: 1 day, 15:53:31, time: 0.560, data_time: 0.011, memory: 12700, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2681, s0.acc: 91.7251, s0.loss_bbox: 0.3230, s0.loss_mask: 0.2838, s1.loss_cls: 0.1285, s1.acc: 91.7497, s1.loss_bbox: 0.1375, s1.loss_mask: 0.1391, s2.loss_cls: 0.0602, s2.acc: 92.1095, s2.loss_bbox: 0.0506, s2.loss_mask: 0.0651, loss: 1.5435 2022-09-17 04:35:27,927 - mmdet - INFO - Epoch [2][1150/7330] lr: 1.000e-04, eta: 1 day, 15:52:51, time: 0.554, data_time: 0.008, memory: 12700, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.2697, s0.acc: 91.8447, s0.loss_bbox: 0.3211, s0.loss_mask: 0.2847, s1.loss_cls: 0.1291, s1.acc: 91.9371, s1.loss_bbox: 0.1374, s1.loss_mask: 0.1397, s2.loss_cls: 0.0597, s2.acc: 92.2973, s2.loss_bbox: 0.0502, s2.loss_mask: 0.0665, loss: 1.5487 2022-09-17 04:35:55,584 - mmdet - INFO - Epoch [2][1200/7330] lr: 1.000e-04, eta: 1 day, 15:52:11, time: 0.554, data_time: 0.009, memory: 12700, loss_rpn_cls: 0.0516, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2524, s0.acc: 92.1497, s0.loss_bbox: 0.3104, s0.loss_mask: 0.2789, s1.loss_cls: 0.1210, s1.acc: 92.3181, s1.loss_bbox: 0.1340, s1.loss_mask: 0.1368, s2.loss_cls: 0.0559, s2.acc: 92.6647, s2.loss_bbox: 0.0492, s2.loss_mask: 0.0641, loss: 1.4886 2022-09-17 04:36:23,099 - mmdet - INFO - Epoch [2][1250/7330] lr: 1.000e-04, eta: 1 day, 15:51:25, time: 0.550, data_time: 0.010, memory: 12700, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2710, s0.acc: 91.6694, s0.loss_bbox: 0.3192, s0.loss_mask: 0.2881, s1.loss_cls: 0.1297, s1.acc: 91.8331, s1.loss_bbox: 0.1371, s1.loss_mask: 0.1394, s2.loss_cls: 0.0601, s2.acc: 92.2576, s2.loss_bbox: 0.0493, s2.loss_mask: 0.0655, loss: 1.5447 2022-09-17 04:36:51,191 - mmdet - INFO - Epoch [2][1300/7330] lr: 1.000e-04, eta: 1 day, 15:50:57, time: 0.561, data_time: 0.010, memory: 12700, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2607, s0.acc: 91.8984, s0.loss_bbox: 0.3097, s0.loss_mask: 0.2834, s1.loss_cls: 0.1230, s1.acc: 92.1194, s1.loss_bbox: 0.1330, s1.loss_mask: 0.1385, s2.loss_cls: 0.0572, s2.acc: 92.4420, s2.loss_bbox: 0.0492, s2.loss_mask: 0.0656, loss: 1.5108 2022-09-17 04:37:19,090 - mmdet - INFO - Epoch [2][1350/7330] lr: 1.000e-04, eta: 1 day, 15:50:23, time: 0.558, data_time: 0.009, memory: 12700, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2638, s0.acc: 91.6746, s0.loss_bbox: 0.3184, s0.loss_mask: 0.2926, s1.loss_cls: 0.1267, s1.acc: 91.7998, s1.loss_bbox: 0.1365, s1.loss_mask: 0.1424, s2.loss_cls: 0.0590, s2.acc: 92.0756, s2.loss_bbox: 0.0500, s2.loss_mask: 0.0672, loss: 1.5409 2022-09-17 04:37:47,167 - mmdet - INFO - Epoch [2][1400/7330] lr: 1.000e-04, eta: 1 day, 15:49:54, time: 0.562, data_time: 0.008, memory: 12700, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2651, s0.acc: 91.7000, s0.loss_bbox: 0.3203, s0.loss_mask: 0.2904, s1.loss_cls: 0.1266, s1.acc: 91.7988, s1.loss_bbox: 0.1367, s1.loss_mask: 0.1418, s2.loss_cls: 0.0586, s2.acc: 92.2730, s2.loss_bbox: 0.0498, s2.loss_mask: 0.0663, loss: 1.5427 2022-09-17 04:38:15,195 - mmdet - INFO - Epoch [2][1450/7330] lr: 1.000e-04, eta: 1 day, 15:49:23, time: 0.560, data_time: 0.008, memory: 12700, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2584, s0.acc: 92.0667, s0.loss_bbox: 0.3126, s0.loss_mask: 0.2778, s1.loss_cls: 0.1227, s1.acc: 92.2339, s1.loss_bbox: 0.1333, s1.loss_mask: 0.1361, s2.loss_cls: 0.0571, s2.acc: 92.5935, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0646, loss: 1.4938 2022-09-17 04:38:43,394 - mmdet - INFO - Epoch [2][1500/7330] lr: 1.000e-04, eta: 1 day, 15:48:59, time: 0.565, data_time: 0.008, memory: 12700, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2555, s0.acc: 92.0125, s0.loss_bbox: 0.3084, s0.loss_mask: 0.2759, s1.loss_cls: 0.1215, s1.acc: 92.1885, s1.loss_bbox: 0.1339, s1.loss_mask: 0.1362, s2.loss_cls: 0.0572, s2.acc: 92.4072, s2.loss_bbox: 0.0496, s2.loss_mask: 0.0644, loss: 1.4838 2022-09-17 04:39:11,553 - mmdet - INFO - Epoch [2][1550/7330] lr: 1.000e-04, eta: 1 day, 15:48:32, time: 0.563, data_time: 0.010, memory: 12700, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2615, s0.acc: 91.9043, s0.loss_bbox: 0.3109, s0.loss_mask: 0.2854, s1.loss_cls: 0.1252, s1.acc: 92.0911, s1.loss_bbox: 0.1329, s1.loss_mask: 0.1390, s2.loss_cls: 0.0579, s2.acc: 92.4601, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0655, loss: 1.5116 2022-09-17 04:39:39,336 - mmdet - INFO - Epoch [2][1600/7330] lr: 1.000e-04, eta: 1 day, 15:47:55, time: 0.556, data_time: 0.010, memory: 12700, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2634, s0.acc: 92.0403, s0.loss_bbox: 0.3070, s0.loss_mask: 0.2825, s1.loss_cls: 0.1242, s1.acc: 92.2915, s1.loss_bbox: 0.1303, s1.loss_mask: 0.1386, s2.loss_cls: 0.0575, s2.acc: 92.7332, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0652, loss: 1.4990 2022-09-17 04:40:07,445 - mmdet - INFO - Epoch [2][1650/7330] lr: 1.000e-04, eta: 1 day, 15:47:27, time: 0.563, data_time: 0.008, memory: 12700, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2542, s0.acc: 91.9763, s0.loss_bbox: 0.3145, s0.loss_mask: 0.2833, s1.loss_cls: 0.1227, s1.acc: 92.1317, s1.loss_bbox: 0.1363, s1.loss_mask: 0.1408, s2.loss_cls: 0.0572, s2.acc: 92.5007, s2.loss_bbox: 0.0500, s2.loss_mask: 0.0658, loss: 1.5063 2022-09-17 04:40:34,841 - mmdet - INFO - Epoch [2][1700/7330] lr: 1.000e-04, eta: 1 day, 15:46:39, time: 0.548, data_time: 0.007, memory: 12700, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2477, s0.acc: 92.3311, s0.loss_bbox: 0.2998, s0.loss_mask: 0.2729, s1.loss_cls: 0.1179, s1.acc: 92.4882, s1.loss_bbox: 0.1291, s1.loss_mask: 0.1339, s2.loss_cls: 0.0554, s2.acc: 92.7161, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0632, loss: 1.4453 2022-09-17 04:41:03,055 - mmdet - INFO - Epoch [2][1750/7330] lr: 1.000e-04, eta: 1 day, 15:46:14, time: 0.564, data_time: 0.009, memory: 12700, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2490, s0.acc: 92.2798, s0.loss_bbox: 0.2962, s0.loss_mask: 0.2819, s1.loss_cls: 0.1179, s1.acc: 92.4651, s1.loss_bbox: 0.1288, s1.loss_mask: 0.1389, s2.loss_cls: 0.0550, s2.acc: 92.7529, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0655, loss: 1.4570 2022-09-17 04:41:31,369 - mmdet - INFO - Epoch [2][1800/7330] lr: 1.000e-04, eta: 1 day, 15:45:51, time: 0.566, data_time: 0.010, memory: 12700, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.2642, s0.acc: 91.8167, s0.loss_bbox: 0.3158, s0.loss_mask: 0.2806, s1.loss_cls: 0.1259, s1.acc: 91.9724, s1.loss_bbox: 0.1361, s1.loss_mask: 0.1388, s2.loss_cls: 0.0583, s2.acc: 92.4129, s2.loss_bbox: 0.0502, s2.loss_mask: 0.0656, loss: 1.5260 2022-09-17 04:41:59,499 - mmdet - INFO - Epoch [2][1850/7330] lr: 1.000e-04, eta: 1 day, 15:45:25, time: 0.563, data_time: 0.009, memory: 12700, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2738, s0.acc: 91.5298, s0.loss_bbox: 0.3301, s0.loss_mask: 0.2942, s1.loss_cls: 0.1281, s1.acc: 91.8462, s1.loss_bbox: 0.1392, s1.loss_mask: 0.1436, s2.loss_cls: 0.0586, s2.acc: 92.4345, s2.loss_bbox: 0.0500, s2.loss_mask: 0.0675, loss: 1.5745 2022-09-17 04:42:27,165 - mmdet - INFO - Epoch [2][1900/7330] lr: 1.000e-04, eta: 1 day, 15:44:46, time: 0.554, data_time: 0.008, memory: 12700, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2582, s0.acc: 92.0356, s0.loss_bbox: 0.3039, s0.loss_mask: 0.2807, s1.loss_cls: 0.1229, s1.acc: 92.3249, s1.loss_bbox: 0.1303, s1.loss_mask: 0.1378, s2.loss_cls: 0.0567, s2.acc: 92.7768, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0651, loss: 1.4856 2022-09-17 04:42:55,734 - mmdet - INFO - Epoch [2][1950/7330] lr: 1.000e-04, eta: 1 day, 15:44:28, time: 0.570, data_time: 0.009, memory: 12700, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2612, s0.acc: 92.1021, s0.loss_bbox: 0.3073, s0.loss_mask: 0.2869, s1.loss_cls: 0.1257, s1.acc: 92.2301, s1.loss_bbox: 0.1324, s1.loss_mask: 0.1419, s2.loss_cls: 0.0583, s2.acc: 92.5383, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0671, loss: 1.5138 2022-09-17 04:43:23,154 - mmdet - INFO - Epoch [2][2000/7330] lr: 1.000e-04, eta: 1 day, 15:43:44, time: 0.550, data_time: 0.009, memory: 12700, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2583, s0.acc: 91.9658, s0.loss_bbox: 0.3078, s0.loss_mask: 0.2782, s1.loss_cls: 0.1239, s1.acc: 92.1036, s1.loss_bbox: 0.1341, s1.loss_mask: 0.1356, s2.loss_cls: 0.0572, s2.acc: 92.5488, s2.loss_bbox: 0.0491, s2.loss_mask: 0.0642, loss: 1.4908 2022-09-17 04:43:51,316 - mmdet - INFO - Epoch [2][2050/7330] lr: 1.000e-04, eta: 1 day, 15:43:18, time: 0.563, data_time: 0.010, memory: 12700, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2760, s0.acc: 91.4856, s0.loss_bbox: 0.3236, s0.loss_mask: 0.2915, s1.loss_cls: 0.1309, s1.acc: 91.7044, s1.loss_bbox: 0.1375, s1.loss_mask: 0.1424, s2.loss_cls: 0.0596, s2.acc: 92.2830, s2.loss_bbox: 0.0494, s2.loss_mask: 0.0672, loss: 1.5686 2022-09-17 04:44:18,826 - mmdet - INFO - Epoch [2][2100/7330] lr: 1.000e-04, eta: 1 day, 15:42:33, time: 0.550, data_time: 0.008, memory: 12700, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2535, s0.acc: 92.3213, s0.loss_bbox: 0.2965, s0.loss_mask: 0.2810, s1.loss_cls: 0.1210, s1.acc: 92.4400, s1.loss_bbox: 0.1284, s1.loss_mask: 0.1373, s2.loss_cls: 0.0556, s2.acc: 92.8426, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0650, loss: 1.4733 2022-09-17 04:44:46,030 - mmdet - INFO - Epoch [2][2150/7330] lr: 1.000e-04, eta: 1 day, 15:41:42, time: 0.545, data_time: 0.010, memory: 12700, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2546, s0.acc: 92.1807, s0.loss_bbox: 0.2995, s0.loss_mask: 0.2741, s1.loss_cls: 0.1232, s1.acc: 92.2105, s1.loss_bbox: 0.1291, s1.loss_mask: 0.1336, s2.loss_cls: 0.0573, s2.acc: 92.5637, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0630, loss: 1.4612 2022-09-17 04:45:13,882 - mmdet - INFO - Epoch [2][2200/7330] lr: 1.000e-04, eta: 1 day, 15:41:06, time: 0.556, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2576, s0.acc: 92.0024, s0.loss_bbox: 0.3145, s0.loss_mask: 0.2782, s1.loss_cls: 0.1231, s1.acc: 92.1024, s1.loss_bbox: 0.1336, s1.loss_mask: 0.1357, s2.loss_cls: 0.0574, s2.acc: 92.4587, s2.loss_bbox: 0.0492, s2.loss_mask: 0.0640, loss: 1.4996 2022-09-17 04:45:42,287 - mmdet - INFO - Epoch [2][2250/7330] lr: 1.000e-04, eta: 1 day, 15:40:48, time: 0.569, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2723, s0.acc: 91.5244, s0.loss_bbox: 0.3311, s0.loss_mask: 0.2844, s1.loss_cls: 0.1308, s1.acc: 91.6636, s1.loss_bbox: 0.1418, s1.loss_mask: 0.1396, s2.loss_cls: 0.0611, s2.acc: 91.8768, s2.loss_bbox: 0.0518, s2.loss_mask: 0.0662, loss: 1.5620 2022-09-17 04:46:10,100 - mmdet - INFO - Epoch [2][2300/7330] lr: 1.000e-04, eta: 1 day, 15:40:12, time: 0.556, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2536, s0.acc: 92.1216, s0.loss_bbox: 0.3063, s0.loss_mask: 0.2761, s1.loss_cls: 0.1208, s1.acc: 92.3466, s1.loss_bbox: 0.1346, s1.loss_mask: 0.1347, s2.loss_cls: 0.0561, s2.acc: 92.6462, s2.loss_bbox: 0.0502, s2.loss_mask: 0.0637, loss: 1.4761 2022-09-17 04:46:38,211 - mmdet - INFO - Epoch [2][2350/7330] lr: 1.000e-04, eta: 1 day, 15:39:45, time: 0.563, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2492, s0.acc: 92.3186, s0.loss_bbox: 0.2981, s0.loss_mask: 0.2718, s1.loss_cls: 0.1188, s1.acc: 92.4543, s1.loss_bbox: 0.1294, s1.loss_mask: 0.1338, s2.loss_cls: 0.0554, s2.acc: 92.7760, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0633, loss: 1.4490 2022-09-17 04:47:06,663 - mmdet - INFO - Epoch [2][2400/7330] lr: 1.000e-04, eta: 1 day, 15:39:26, time: 0.569, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.2708, s0.acc: 91.7898, s0.loss_bbox: 0.3141, s0.loss_mask: 0.2809, s1.loss_cls: 0.1297, s1.acc: 91.8727, s1.loss_bbox: 0.1353, s1.loss_mask: 0.1375, s2.loss_cls: 0.0602, s2.acc: 92.2693, s2.loss_bbox: 0.0496, s2.loss_mask: 0.0649, loss: 1.5329 2022-09-17 04:47:34,388 - mmdet - INFO - Epoch [2][2450/7330] lr: 1.000e-04, eta: 1 day, 15:38:48, time: 0.554, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2486, s0.acc: 92.3247, s0.loss_bbox: 0.2967, s0.loss_mask: 0.2835, s1.loss_cls: 0.1194, s1.acc: 92.3882, s1.loss_bbox: 0.1269, s1.loss_mask: 0.1378, s2.loss_cls: 0.0552, s2.acc: 92.8059, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0653, loss: 1.4615 2022-09-17 04:48:02,521 - mmdet - INFO - Epoch [2][2500/7330] lr: 1.000e-04, eta: 1 day, 15:38:22, time: 0.563, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.2441, s0.acc: 92.4314, s0.loss_bbox: 0.2987, s0.loss_mask: 0.2811, s1.loss_cls: 0.1172, s1.acc: 92.5327, s1.loss_bbox: 0.1285, s1.loss_mask: 0.1369, s2.loss_cls: 0.0541, s2.acc: 92.8867, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0647, loss: 1.4585 2022-09-17 04:48:30,502 - mmdet - INFO - Epoch [2][2550/7330] lr: 1.000e-04, eta: 1 day, 15:37:51, time: 0.560, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2633, s0.acc: 91.8477, s0.loss_bbox: 0.3210, s0.loss_mask: 0.2840, s1.loss_cls: 0.1251, s1.acc: 92.0880, s1.loss_bbox: 0.1374, s1.loss_mask: 0.1397, s2.loss_cls: 0.0580, s2.acc: 92.5359, s2.loss_bbox: 0.0501, s2.loss_mask: 0.0658, loss: 1.5265 2022-09-17 04:48:58,006 - mmdet - INFO - Epoch [2][2600/7330] lr: 1.000e-04, eta: 1 day, 15:37:08, time: 0.550, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2408, s0.acc: 92.5247, s0.loss_bbox: 0.2967, s0.loss_mask: 0.2734, s1.loss_cls: 0.1153, s1.acc: 92.6267, s1.loss_bbox: 0.1280, s1.loss_mask: 0.1344, s2.loss_cls: 0.0532, s2.acc: 92.9694, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0638, loss: 1.4347 2022-09-17 04:49:26,449 - mmdet - INFO - Epoch [2][2650/7330] lr: 1.000e-04, eta: 1 day, 15:36:48, time: 0.568, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2567, s0.acc: 92.0906, s0.loss_bbox: 0.3097, s0.loss_mask: 0.2841, s1.loss_cls: 0.1228, s1.acc: 92.2090, s1.loss_bbox: 0.1324, s1.loss_mask: 0.1403, s2.loss_cls: 0.0568, s2.acc: 92.6283, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0663, loss: 1.5085 2022-09-17 04:49:54,506 - mmdet - INFO - Epoch [2][2700/7330] lr: 1.000e-04, eta: 1 day, 15:36:21, time: 0.562, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2470, s0.acc: 92.2393, s0.loss_bbox: 0.3049, s0.loss_mask: 0.2758, s1.loss_cls: 0.1164, s1.acc: 92.5458, s1.loss_bbox: 0.1301, s1.loss_mask: 0.1347, s2.loss_cls: 0.0543, s2.acc: 92.8903, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0635, loss: 1.4555 2022-09-17 04:50:22,540 - mmdet - INFO - Epoch [2][2750/7330] lr: 1.000e-04, eta: 1 day, 15:35:52, time: 0.561, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2534, s0.acc: 92.0637, s0.loss_bbox: 0.3156, s0.loss_mask: 0.2791, s1.loss_cls: 0.1211, s1.acc: 92.2240, s1.loss_bbox: 0.1353, s1.loss_mask: 0.1374, s2.loss_cls: 0.0565, s2.acc: 92.5593, s2.loss_bbox: 0.0495, s2.loss_mask: 0.0651, loss: 1.5012 2022-09-17 04:50:50,861 - mmdet - INFO - Epoch [2][2800/7330] lr: 1.000e-04, eta: 1 day, 15:35:29, time: 0.566, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2530, s0.acc: 92.1006, s0.loss_bbox: 0.3163, s0.loss_mask: 0.2824, s1.loss_cls: 0.1201, s1.acc: 92.2677, s1.loss_bbox: 0.1366, s1.loss_mask: 0.1396, s2.loss_cls: 0.0564, s2.acc: 92.6489, s2.loss_bbox: 0.0501, s2.loss_mask: 0.0662, loss: 1.5025 2022-09-17 04:51:19,146 - mmdet - INFO - Epoch [2][2850/7330] lr: 1.000e-04, eta: 1 day, 15:35:06, time: 0.566, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2709, s0.acc: 91.5925, s0.loss_bbox: 0.3202, s0.loss_mask: 0.2763, s1.loss_cls: 0.1291, s1.acc: 91.8921, s1.loss_bbox: 0.1358, s1.loss_mask: 0.1351, s2.loss_cls: 0.0597, s2.acc: 92.2656, s2.loss_bbox: 0.0498, s2.loss_mask: 0.0635, loss: 1.5271 2022-09-17 04:51:47,555 - mmdet - INFO - Epoch [2][2900/7330] lr: 1.000e-04, eta: 1 day, 15:34:46, time: 0.568, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2550, s0.acc: 92.0244, s0.loss_bbox: 0.3096, s0.loss_mask: 0.2815, s1.loss_cls: 0.1208, s1.acc: 92.1909, s1.loss_bbox: 0.1333, s1.loss_mask: 0.1395, s2.loss_cls: 0.0553, s2.acc: 92.6636, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0661, loss: 1.4927 2022-09-17 04:52:15,550 - mmdet - INFO - Epoch [2][2950/7330] lr: 1.000e-04, eta: 1 day, 15:34:16, time: 0.560, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2628, s0.acc: 91.7324, s0.loss_bbox: 0.3140, s0.loss_mask: 0.2776, s1.loss_cls: 0.1254, s1.acc: 91.8018, s1.loss_bbox: 0.1347, s1.loss_mask: 0.1365, s2.loss_cls: 0.0582, s2.acc: 92.2002, s2.loss_bbox: 0.0494, s2.loss_mask: 0.0640, loss: 1.5090 2022-09-17 04:52:43,721 - mmdet - INFO - Epoch [2][3000/7330] lr: 1.000e-04, eta: 1 day, 15:33:49, time: 0.563, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2521, s0.acc: 92.2922, s0.loss_bbox: 0.2945, s0.loss_mask: 0.2769, s1.loss_cls: 0.1182, s1.acc: 92.5139, s1.loss_bbox: 0.1261, s1.loss_mask: 0.1363, s2.loss_cls: 0.0555, s2.acc: 92.8104, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0641, loss: 1.4492 2022-09-17 04:53:11,798 - mmdet - INFO - Epoch [2][3050/7330] lr: 1.000e-04, eta: 1 day, 15:33:21, time: 0.562, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2449, s0.acc: 92.4099, s0.loss_bbox: 0.2960, s0.loss_mask: 0.2697, s1.loss_cls: 0.1166, s1.acc: 92.4090, s1.loss_bbox: 0.1298, s1.loss_mask: 0.1338, s2.loss_cls: 0.0551, s2.acc: 92.7066, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0636, loss: 1.4373 2022-09-17 04:53:39,385 - mmdet - INFO - Epoch [2][3100/7330] lr: 1.000e-04, eta: 1 day, 15:32:40, time: 0.551, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2551, s0.acc: 92.0681, s0.loss_bbox: 0.3022, s0.loss_mask: 0.2826, s1.loss_cls: 0.1206, s1.acc: 92.3590, s1.loss_bbox: 0.1294, s1.loss_mask: 0.1385, s2.loss_cls: 0.0559, s2.acc: 92.5779, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0655, loss: 1.4781 2022-09-17 04:54:06,742 - mmdet - INFO - Epoch [2][3150/7330] lr: 1.000e-04, eta: 1 day, 15:31:56, time: 0.548, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2561, s0.acc: 92.1619, s0.loss_bbox: 0.3023, s0.loss_mask: 0.2737, s1.loss_cls: 0.1231, s1.acc: 92.2577, s1.loss_bbox: 0.1304, s1.loss_mask: 0.1357, s2.loss_cls: 0.0573, s2.acc: 92.6727, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0643, loss: 1.4741 2022-09-17 04:54:34,249 - mmdet - INFO - Epoch [2][3200/7330] lr: 1.000e-04, eta: 1 day, 15:31:14, time: 0.550, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2491, s0.acc: 92.4014, s0.loss_bbox: 0.2922, s0.loss_mask: 0.2788, s1.loss_cls: 0.1190, s1.acc: 92.4974, s1.loss_bbox: 0.1266, s1.loss_mask: 0.1353, s2.loss_cls: 0.0555, s2.acc: 92.7559, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0638, loss: 1.4458 2022-09-17 04:55:02,387 - mmdet - INFO - Epoch [2][3250/7330] lr: 1.000e-04, eta: 1 day, 15:30:46, time: 0.562, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2458, s0.acc: 92.3557, s0.loss_bbox: 0.3023, s0.loss_mask: 0.2714, s1.loss_cls: 0.1179, s1.acc: 92.5462, s1.loss_bbox: 0.1317, s1.loss_mask: 0.1341, s2.loss_cls: 0.0554, s2.acc: 92.7405, s2.loss_bbox: 0.0495, s2.loss_mask: 0.0639, loss: 1.4469 2022-09-17 04:55:29,952 - mmdet - INFO - Epoch [2][3300/7330] lr: 1.000e-04, eta: 1 day, 15:30:05, time: 0.551, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2547, s0.acc: 92.1245, s0.loss_bbox: 0.3076, s0.loss_mask: 0.2797, s1.loss_cls: 0.1219, s1.acc: 92.2706, s1.loss_bbox: 0.1316, s1.loss_mask: 0.1373, s2.loss_cls: 0.0567, s2.acc: 92.6050, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0652, loss: 1.4824 2022-09-17 04:55:57,213 - mmdet - INFO - Epoch [2][3350/7330] lr: 1.000e-04, eta: 1 day, 15:29:19, time: 0.546, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2483, s0.acc: 92.3750, s0.loss_bbox: 0.3030, s0.loss_mask: 0.2787, s1.loss_cls: 0.1177, s1.acc: 92.5411, s1.loss_bbox: 0.1322, s1.loss_mask: 0.1372, s2.loss_cls: 0.0549, s2.acc: 92.8902, s2.loss_bbox: 0.0495, s2.loss_mask: 0.0649, loss: 1.4614 2022-09-17 04:56:25,099 - mmdet - INFO - Epoch [2][3400/7330] lr: 1.000e-04, eta: 1 day, 15:28:47, time: 0.558, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2576, s0.acc: 92.0425, s0.loss_bbox: 0.3079, s0.loss_mask: 0.2812, s1.loss_cls: 0.1233, s1.acc: 92.1644, s1.loss_bbox: 0.1325, s1.loss_mask: 0.1371, s2.loss_cls: 0.0571, s2.acc: 92.5536, s2.loss_bbox: 0.0497, s2.loss_mask: 0.0649, loss: 1.4888 2022-09-17 04:56:52,961 - mmdet - INFO - Epoch [2][3450/7330] lr: 1.000e-04, eta: 1 day, 15:28:14, time: 0.557, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2400, s0.acc: 92.4614, s0.loss_bbox: 0.2985, s0.loss_mask: 0.2745, s1.loss_cls: 0.1148, s1.acc: 92.6472, s1.loss_bbox: 0.1291, s1.loss_mask: 0.1364, s2.loss_cls: 0.0540, s2.acc: 92.9378, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0644, loss: 1.4365 2022-09-17 04:57:20,751 - mmdet - INFO - Epoch [2][3500/7330] lr: 1.000e-04, eta: 1 day, 15:27:39, time: 0.556, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2473, s0.acc: 92.1758, s0.loss_bbox: 0.3041, s0.loss_mask: 0.2783, s1.loss_cls: 0.1178, s1.acc: 92.3974, s1.loss_bbox: 0.1308, s1.loss_mask: 0.1364, s2.loss_cls: 0.0547, s2.acc: 92.7235, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0646, loss: 1.4647 2022-09-17 04:57:49,018 - mmdet - INFO - Epoch [2][3550/7330] lr: 1.000e-04, eta: 1 day, 15:27:16, time: 0.565, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2526, s0.acc: 92.1372, s0.loss_bbox: 0.3025, s0.loss_mask: 0.2770, s1.loss_cls: 0.1211, s1.acc: 92.3323, s1.loss_bbox: 0.1305, s1.loss_mask: 0.1352, s2.loss_cls: 0.0565, s2.acc: 92.6169, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0640, loss: 1.4642 2022-09-17 04:58:17,167 - mmdet - INFO - Epoch [2][3600/7330] lr: 1.000e-04, eta: 1 day, 15:26:49, time: 0.563, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2589, s0.acc: 92.0142, s0.loss_bbox: 0.3103, s0.loss_mask: 0.2773, s1.loss_cls: 0.1226, s1.acc: 92.1602, s1.loss_bbox: 0.1338, s1.loss_mask: 0.1359, s2.loss_cls: 0.0570, s2.acc: 92.5019, s2.loss_bbox: 0.0493, s2.loss_mask: 0.0643, loss: 1.4958 2022-09-17 04:58:45,353 - mmdet - INFO - Epoch [2][3650/7330] lr: 1.000e-04, eta: 1 day, 15:26:24, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2375, s0.acc: 92.5229, s0.loss_bbox: 0.2989, s0.loss_mask: 0.2700, s1.loss_cls: 0.1133, s1.acc: 92.7213, s1.loss_bbox: 0.1290, s1.loss_mask: 0.1316, s2.loss_cls: 0.0525, s2.acc: 93.0591, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0619, loss: 1.4194 2022-09-17 04:59:13,704 - mmdet - INFO - Epoch [2][3700/7330] lr: 1.000e-04, eta: 1 day, 15:26:02, time: 0.567, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2550, s0.acc: 92.0117, s0.loss_bbox: 0.3086, s0.loss_mask: 0.2809, s1.loss_cls: 0.1226, s1.acc: 92.0933, s1.loss_bbox: 0.1337, s1.loss_mask: 0.1377, s2.loss_cls: 0.0582, s2.acc: 92.3216, s2.loss_bbox: 0.0494, s2.loss_mask: 0.0654, loss: 1.4910 2022-09-17 04:59:41,927 - mmdet - INFO - Epoch [2][3750/7330] lr: 1.000e-04, eta: 1 day, 15:25:37, time: 0.565, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2612, s0.acc: 91.8357, s0.loss_bbox: 0.3063, s0.loss_mask: 0.2702, s1.loss_cls: 0.1247, s1.acc: 91.9580, s1.loss_bbox: 0.1326, s1.loss_mask: 0.1327, s2.loss_cls: 0.0587, s2.acc: 92.2215, s2.loss_bbox: 0.0493, s2.loss_mask: 0.0628, loss: 1.4830 2022-09-17 05:00:10,226 - mmdet - INFO - Epoch [2][3800/7330] lr: 1.000e-04, eta: 1 day, 15:25:15, time: 0.566, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2551, s0.acc: 91.9424, s0.loss_bbox: 0.3089, s0.loss_mask: 0.2809, s1.loss_cls: 0.1220, s1.acc: 92.0663, s1.loss_bbox: 0.1318, s1.loss_mask: 0.1377, s2.loss_cls: 0.0563, s2.acc: 92.4713, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0653, loss: 1.4876 2022-09-17 05:00:38,390 - mmdet - INFO - Epoch [2][3850/7330] lr: 1.000e-04, eta: 1 day, 15:24:49, time: 0.563, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2487, s0.acc: 92.1172, s0.loss_bbox: 0.3052, s0.loss_mask: 0.2687, s1.loss_cls: 0.1186, s1.acc: 92.2514, s1.loss_bbox: 0.1329, s1.loss_mask: 0.1319, s2.loss_cls: 0.0556, s2.acc: 92.6139, s2.loss_bbox: 0.0497, s2.loss_mask: 0.0625, loss: 1.4535 2022-09-17 05:01:06,186 - mmdet - INFO - Epoch [2][3900/7330] lr: 1.000e-04, eta: 1 day, 15:24:14, time: 0.555, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2616, s0.acc: 91.9211, s0.loss_bbox: 0.3129, s0.loss_mask: 0.2749, s1.loss_cls: 0.1241, s1.acc: 92.1015, s1.loss_bbox: 0.1352, s1.loss_mask: 0.1351, s2.loss_cls: 0.0574, s2.acc: 92.4532, s2.loss_bbox: 0.0501, s2.loss_mask: 0.0639, loss: 1.4987 2022-09-17 05:01:34,539 - mmdet - INFO - Epoch [2][3950/7330] lr: 1.000e-04, eta: 1 day, 15:23:52, time: 0.568, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.2477, s0.acc: 92.4028, s0.loss_bbox: 0.2934, s0.loss_mask: 0.2703, s1.loss_cls: 0.1188, s1.acc: 92.5176, s1.loss_bbox: 0.1268, s1.loss_mask: 0.1341, s2.loss_cls: 0.0556, s2.acc: 92.7371, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0633, loss: 1.4339 2022-09-17 05:02:02,530 - mmdet - INFO - Epoch [2][4000/7330] lr: 1.000e-04, eta: 1 day, 15:23:22, time: 0.559, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2454, s0.acc: 92.2236, s0.loss_bbox: 0.3073, s0.loss_mask: 0.2755, s1.loss_cls: 0.1165, s1.acc: 92.2519, s1.loss_bbox: 0.1322, s1.loss_mask: 0.1354, s2.loss_cls: 0.0548, s2.acc: 92.6442, s2.loss_bbox: 0.0491, s2.loss_mask: 0.0643, loss: 1.4647 2022-09-17 05:02:30,761 - mmdet - INFO - Epoch [2][4050/7330] lr: 1.000e-04, eta: 1 day, 15:22:53, time: 0.561, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2441, s0.acc: 92.3782, s0.loss_bbox: 0.3004, s0.loss_mask: 0.2763, s1.loss_cls: 0.1158, s1.acc: 92.6627, s1.loss_bbox: 0.1309, s1.loss_mask: 0.1361, s2.loss_cls: 0.0539, s2.acc: 92.8793, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0641, loss: 1.4484 2022-09-17 05:02:58,454 - mmdet - INFO - Epoch [2][4100/7330] lr: 1.000e-04, eta: 1 day, 15:22:21, time: 0.558, data_time: 0.013, memory: 12701, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2511, s0.acc: 92.1753, s0.loss_bbox: 0.3004, s0.loss_mask: 0.2754, s1.loss_cls: 0.1193, s1.acc: 92.3463, s1.loss_bbox: 0.1287, s1.loss_mask: 0.1357, s2.loss_cls: 0.0557, s2.acc: 92.6602, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0639, loss: 1.4616 2022-09-17 05:03:26,712 - mmdet - INFO - Epoch [2][4150/7330] lr: 1.000e-04, eta: 1 day, 15:21:56, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2409, s0.acc: 92.4077, s0.loss_bbox: 0.3031, s0.loss_mask: 0.2697, s1.loss_cls: 0.1133, s1.acc: 92.6631, s1.loss_bbox: 0.1311, s1.loss_mask: 0.1327, s2.loss_cls: 0.0531, s2.acc: 92.7990, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0636, loss: 1.4349 2022-09-17 05:03:54,768 - mmdet - INFO - Epoch [2][4200/7330] lr: 1.000e-04, eta: 1 day, 15:21:29, time: 0.562, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2498, s0.acc: 92.3232, s0.loss_bbox: 0.3031, s0.loss_mask: 0.2762, s1.loss_cls: 0.1180, s1.acc: 92.4886, s1.loss_bbox: 0.1309, s1.loss_mask: 0.1361, s2.loss_cls: 0.0551, s2.acc: 92.7564, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0644, loss: 1.4610 2022-09-17 05:04:23,090 - mmdet - INFO - Epoch [2][4250/7330] lr: 1.000e-04, eta: 1 day, 15:21:06, time: 0.566, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2486, s0.acc: 92.2017, s0.loss_bbox: 0.3020, s0.loss_mask: 0.2705, s1.loss_cls: 0.1177, s1.acc: 92.3643, s1.loss_bbox: 0.1289, s1.loss_mask: 0.1310, s2.loss_cls: 0.0555, s2.acc: 92.6779, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0620, loss: 1.4427 2022-09-17 05:04:51,256 - mmdet - INFO - Epoch [2][4300/7330] lr: 1.000e-04, eta: 1 day, 15:20:39, time: 0.562, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.2542, s0.acc: 91.9749, s0.loss_bbox: 0.3131, s0.loss_mask: 0.2720, s1.loss_cls: 0.1199, s1.acc: 92.3138, s1.loss_bbox: 0.1337, s1.loss_mask: 0.1323, s2.loss_cls: 0.0555, s2.acc: 92.6759, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0623, loss: 1.4796 2022-09-17 05:05:18,528 - mmdet - INFO - Epoch [2][4350/7330] lr: 1.000e-04, eta: 1 day, 15:19:55, time: 0.546, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2362, s0.acc: 92.6206, s0.loss_bbox: 0.2873, s0.loss_mask: 0.2682, s1.loss_cls: 0.1130, s1.acc: 92.7223, s1.loss_bbox: 0.1257, s1.loss_mask: 0.1319, s2.loss_cls: 0.0524, s2.acc: 92.8766, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0619, loss: 1.3994 2022-09-17 05:05:46,645 - mmdet - INFO - Epoch [2][4400/7330] lr: 1.000e-04, eta: 1 day, 15:19:27, time: 0.562, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2527, s0.acc: 91.9817, s0.loss_bbox: 0.3096, s0.loss_mask: 0.2693, s1.loss_cls: 0.1228, s1.acc: 91.8883, s1.loss_bbox: 0.1337, s1.loss_mask: 0.1308, s2.loss_cls: 0.0571, s2.acc: 92.3382, s2.loss_bbox: 0.0494, s2.loss_mask: 0.0613, loss: 1.4683 2022-09-17 05:06:15,565 - mmdet - INFO - Epoch [2][4450/7330] lr: 1.000e-04, eta: 1 day, 15:19:18, time: 0.578, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2523, s0.acc: 92.1399, s0.loss_bbox: 0.3085, s0.loss_mask: 0.2735, s1.loss_cls: 0.1200, s1.acc: 92.3204, s1.loss_bbox: 0.1326, s1.loss_mask: 0.1355, s2.loss_cls: 0.0566, s2.acc: 92.6095, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0644, loss: 1.4762 2022-09-17 05:06:43,429 - mmdet - INFO - Epoch [2][4500/7330] lr: 1.000e-04, eta: 1 day, 15:18:45, time: 0.557, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2538, s0.acc: 92.1292, s0.loss_bbox: 0.3048, s0.loss_mask: 0.2652, s1.loss_cls: 0.1203, s1.acc: 92.2797, s1.loss_bbox: 0.1315, s1.loss_mask: 0.1313, s2.loss_cls: 0.0566, s2.acc: 92.5608, s2.loss_bbox: 0.0492, s2.loss_mask: 0.0623, loss: 1.4489 2022-09-17 05:07:11,421 - mmdet - INFO - Epoch [2][4550/7330] lr: 1.000e-04, eta: 1 day, 15:18:15, time: 0.560, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2607, s0.acc: 91.8853, s0.loss_bbox: 0.3164, s0.loss_mask: 0.2804, s1.loss_cls: 0.1236, s1.acc: 92.0217, s1.loss_bbox: 0.1358, s1.loss_mask: 0.1372, s2.loss_cls: 0.0575, s2.acc: 92.3531, s2.loss_bbox: 0.0499, s2.loss_mask: 0.0653, loss: 1.5093 2022-09-17 05:07:39,501 - mmdet - INFO - Epoch [2][4600/7330] lr: 1.000e-04, eta: 1 day, 15:17:46, time: 0.561, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2410, s0.acc: 92.4265, s0.loss_bbox: 0.2984, s0.loss_mask: 0.2716, s1.loss_cls: 0.1143, s1.acc: 92.6062, s1.loss_bbox: 0.1289, s1.loss_mask: 0.1337, s2.loss_cls: 0.0537, s2.acc: 92.8851, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0634, loss: 1.4305 2022-09-17 05:08:07,654 - mmdet - INFO - Epoch [2][4650/7330] lr: 1.000e-04, eta: 1 day, 15:17:20, time: 0.563, data_time: 0.013, memory: 12701, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2316, s0.acc: 92.5881, s0.loss_bbox: 0.2976, s0.loss_mask: 0.2654, s1.loss_cls: 0.1109, s1.acc: 92.6833, s1.loss_bbox: 0.1292, s1.loss_mask: 0.1308, s2.loss_cls: 0.0523, s2.acc: 92.8494, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0617, loss: 1.4025 2022-09-17 05:08:35,829 - mmdet - INFO - Epoch [2][4700/7330] lr: 1.000e-04, eta: 1 day, 15:16:55, time: 0.564, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2489, s0.acc: 92.1787, s0.loss_bbox: 0.3013, s0.loss_mask: 0.2799, s1.loss_cls: 0.1186, s1.acc: 92.4439, s1.loss_bbox: 0.1297, s1.loss_mask: 0.1377, s2.loss_cls: 0.0549, s2.acc: 92.8441, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0652, loss: 1.4651 2022-09-17 05:09:03,732 - mmdet - INFO - Epoch [2][4750/7330] lr: 1.000e-04, eta: 1 day, 15:16:23, time: 0.558, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2520, s0.acc: 92.1113, s0.loss_bbox: 0.3040, s0.loss_mask: 0.2774, s1.loss_cls: 0.1194, s1.acc: 92.3130, s1.loss_bbox: 0.1311, s1.loss_mask: 0.1363, s2.loss_cls: 0.0553, s2.acc: 92.6105, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0647, loss: 1.4700 2022-09-17 05:09:31,694 - mmdet - INFO - Epoch [2][4800/7330] lr: 1.000e-04, eta: 1 day, 15:15:53, time: 0.559, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2557, s0.acc: 92.0640, s0.loss_bbox: 0.3061, s0.loss_mask: 0.2738, s1.loss_cls: 0.1205, s1.acc: 92.3458, s1.loss_bbox: 0.1305, s1.loss_mask: 0.1338, s2.loss_cls: 0.0556, s2.acc: 92.6298, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0629, loss: 1.4616 2022-09-17 05:09:59,873 - mmdet - INFO - Epoch [2][4850/7330] lr: 1.000e-04, eta: 1 day, 15:15:26, time: 0.563, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2527, s0.acc: 92.0601, s0.loss_bbox: 0.3035, s0.loss_mask: 0.2763, s1.loss_cls: 0.1197, s1.acc: 92.3307, s1.loss_bbox: 0.1300, s1.loss_mask: 0.1350, s2.loss_cls: 0.0555, s2.acc: 92.6437, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0636, loss: 1.4671 2022-09-17 05:10:27,452 - mmdet - INFO - Epoch [2][4900/7330] lr: 1.000e-04, eta: 1 day, 15:14:49, time: 0.553, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2489, s0.acc: 91.9990, s0.loss_bbox: 0.2988, s0.loss_mask: 0.2662, s1.loss_cls: 0.1200, s1.acc: 92.1499, s1.loss_bbox: 0.1300, s1.loss_mask: 0.1315, s2.loss_cls: 0.0566, s2.acc: 92.3989, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0624, loss: 1.4455 2022-09-17 05:10:55,585 - mmdet - INFO - Epoch [2][4950/7330] lr: 1.000e-04, eta: 1 day, 15:14:21, time: 0.562, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2376, s0.acc: 92.5369, s0.loss_bbox: 0.2894, s0.loss_mask: 0.2664, s1.loss_cls: 0.1124, s1.acc: 92.7078, s1.loss_bbox: 0.1258, s1.loss_mask: 0.1321, s2.loss_cls: 0.0527, s2.acc: 93.0571, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0627, loss: 1.3973 2022-09-17 05:11:23,282 - mmdet - INFO - Epoch [2][5000/7330] lr: 1.000e-04, eta: 1 day, 15:13:43, time: 0.552, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2468, s0.acc: 92.2563, s0.loss_bbox: 0.3017, s0.loss_mask: 0.2743, s1.loss_cls: 0.1179, s1.acc: 92.4031, s1.loss_bbox: 0.1308, s1.loss_mask: 0.1355, s2.loss_cls: 0.0556, s2.acc: 92.6704, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0643, loss: 1.4527 2022-09-17 05:11:51,934 - mmdet - INFO - Epoch [2][5050/7330] lr: 1.000e-04, eta: 1 day, 15:13:29, time: 0.575, data_time: 0.013, memory: 12701, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2568, s0.acc: 92.1018, s0.loss_bbox: 0.3068, s0.loss_mask: 0.2728, s1.loss_cls: 0.1216, s1.acc: 92.3065, s1.loss_bbox: 0.1328, s1.loss_mask: 0.1349, s2.loss_cls: 0.0562, s2.acc: 92.7330, s2.loss_bbox: 0.0498, s2.loss_mask: 0.0634, loss: 1.4753 2022-09-17 05:12:20,325 - mmdet - INFO - Epoch [2][5100/7330] lr: 1.000e-04, eta: 1 day, 15:13:07, time: 0.568, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2532, s0.acc: 91.9443, s0.loss_bbox: 0.3155, s0.loss_mask: 0.2747, s1.loss_cls: 0.1213, s1.acc: 92.0410, s1.loss_bbox: 0.1373, s1.loss_mask: 0.1355, s2.loss_cls: 0.0584, s2.acc: 92.0977, s2.loss_bbox: 0.0505, s2.loss_mask: 0.0634, loss: 1.4943 2022-09-17 05:12:48,578 - mmdet - INFO - Epoch [2][5150/7330] lr: 1.000e-04, eta: 1 day, 15:12:43, time: 0.566, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2306, s0.acc: 92.8286, s0.loss_bbox: 0.2797, s0.loss_mask: 0.2666, s1.loss_cls: 0.1108, s1.acc: 92.9848, s1.loss_bbox: 0.1245, s1.loss_mask: 0.1308, s2.loss_cls: 0.0527, s2.acc: 93.0162, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0616, loss: 1.3798 2022-09-17 05:13:16,900 - mmdet - INFO - Epoch [2][5200/7330] lr: 1.000e-04, eta: 1 day, 15:12:20, time: 0.567, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2473, s0.acc: 92.1558, s0.loss_bbox: 0.3034, s0.loss_mask: 0.2787, s1.loss_cls: 0.1193, s1.acc: 92.1936, s1.loss_bbox: 0.1320, s1.loss_mask: 0.1365, s2.loss_cls: 0.0561, s2.acc: 92.4608, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0645, loss: 1.4693 2022-09-17 05:13:44,585 - mmdet - INFO - Epoch [2][5250/7330] lr: 1.000e-04, eta: 1 day, 15:11:44, time: 0.553, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2448, s0.acc: 92.2095, s0.loss_bbox: 0.3002, s0.loss_mask: 0.2812, s1.loss_cls: 0.1166, s1.acc: 92.3401, s1.loss_bbox: 0.1296, s1.loss_mask: 0.1382, s2.loss_cls: 0.0553, s2.acc: 92.5324, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0652, loss: 1.4558 2022-09-17 05:14:12,215 - mmdet - INFO - Epoch [2][5300/7330] lr: 1.000e-04, eta: 1 day, 15:11:07, time: 0.553, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2489, s0.acc: 92.4233, s0.loss_bbox: 0.2914, s0.loss_mask: 0.2796, s1.loss_cls: 0.1180, s1.acc: 92.5784, s1.loss_bbox: 0.1250, s1.loss_mask: 0.1367, s2.loss_cls: 0.0545, s2.acc: 92.8596, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0644, loss: 1.4477 2022-09-17 05:14:39,622 - mmdet - INFO - Epoch [2][5350/7330] lr: 1.000e-04, eta: 1 day, 15:10:25, time: 0.547, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2425, s0.acc: 92.4739, s0.loss_bbox: 0.2889, s0.loss_mask: 0.2758, s1.loss_cls: 0.1160, s1.acc: 92.5905, s1.loss_bbox: 0.1257, s1.loss_mask: 0.1366, s2.loss_cls: 0.0544, s2.acc: 92.8801, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0651, loss: 1.4309 2022-09-17 05:15:07,604 - mmdet - INFO - Epoch [2][5400/7330] lr: 1.000e-04, eta: 1 day, 15:09:56, time: 0.560, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2441, s0.acc: 92.3718, s0.loss_bbox: 0.2940, s0.loss_mask: 0.2767, s1.loss_cls: 0.1177, s1.acc: 92.5994, s1.loss_bbox: 0.1285, s1.loss_mask: 0.1359, s2.loss_cls: 0.0551, s2.acc: 92.7841, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0644, loss: 1.4397 2022-09-17 05:15:35,987 - mmdet - INFO - Epoch [2][5450/7330] lr: 1.000e-04, eta: 1 day, 15:09:34, time: 0.567, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2466, s0.acc: 92.3345, s0.loss_bbox: 0.2913, s0.loss_mask: 0.2653, s1.loss_cls: 0.1192, s1.acc: 92.3202, s1.loss_bbox: 0.1262, s1.loss_mask: 0.1307, s2.loss_cls: 0.0559, s2.acc: 92.6411, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0618, loss: 1.4254 2022-09-17 05:16:03,543 - mmdet - INFO - Epoch [2][5500/7330] lr: 1.000e-04, eta: 1 day, 15:08:56, time: 0.552, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2419, s0.acc: 92.1924, s0.loss_bbox: 0.3032, s0.loss_mask: 0.2810, s1.loss_cls: 0.1173, s1.acc: 92.2435, s1.loss_bbox: 0.1334, s1.loss_mask: 0.1389, s2.loss_cls: 0.0553, s2.acc: 92.4690, s2.loss_bbox: 0.0497, s2.loss_mask: 0.0658, loss: 1.4697 2022-09-17 05:16:31,219 - mmdet - INFO - Epoch [2][5550/7330] lr: 1.000e-04, eta: 1 day, 15:08:20, time: 0.553, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2366, s0.acc: 92.5754, s0.loss_bbox: 0.2841, s0.loss_mask: 0.2757, s1.loss_cls: 0.1152, s1.acc: 92.5358, s1.loss_bbox: 0.1250, s1.loss_mask: 0.1361, s2.loss_cls: 0.0542, s2.acc: 92.7943, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0641, loss: 1.4156 2022-09-17 05:17:00,030 - mmdet - INFO - Epoch [2][5600/7330] lr: 1.000e-04, eta: 1 day, 15:08:07, time: 0.576, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2494, s0.acc: 92.2402, s0.loss_bbox: 0.3065, s0.loss_mask: 0.2718, s1.loss_cls: 0.1192, s1.acc: 92.3779, s1.loss_bbox: 0.1325, s1.loss_mask: 0.1329, s2.loss_cls: 0.0563, s2.acc: 92.5422, s2.loss_bbox: 0.0492, s2.loss_mask: 0.0623, loss: 1.4611 2022-09-17 05:17:27,726 - mmdet - INFO - Epoch [2][5650/7330] lr: 1.000e-04, eta: 1 day, 15:07:32, time: 0.554, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2440, s0.acc: 92.4578, s0.loss_bbox: 0.2898, s0.loss_mask: 0.2700, s1.loss_cls: 0.1169, s1.acc: 92.5478, s1.loss_bbox: 0.1258, s1.loss_mask: 0.1328, s2.loss_cls: 0.0549, s2.acc: 92.6435, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0626, loss: 1.4197 2022-09-17 05:17:56,193 - mmdet - INFO - Epoch [2][5700/7330] lr: 1.000e-04, eta: 1 day, 15:07:11, time: 0.569, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2581, s0.acc: 91.9114, s0.loss_bbox: 0.3130, s0.loss_mask: 0.2713, s1.loss_cls: 0.1237, s1.acc: 91.9385, s1.loss_bbox: 0.1330, s1.loss_mask: 0.1327, s2.loss_cls: 0.0580, s2.acc: 92.3307, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0626, loss: 1.4823 2022-09-17 05:18:24,198 - mmdet - INFO - Epoch [2][5750/7330] lr: 1.000e-04, eta: 1 day, 15:06:41, time: 0.560, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2419, s0.acc: 92.4490, s0.loss_bbox: 0.2944, s0.loss_mask: 0.2697, s1.loss_cls: 0.1151, s1.acc: 92.5834, s1.loss_bbox: 0.1282, s1.loss_mask: 0.1330, s2.loss_cls: 0.0547, s2.acc: 92.7260, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0632, loss: 1.4271 2022-09-17 05:18:52,160 - mmdet - INFO - Epoch [2][5800/7330] lr: 1.000e-04, eta: 1 day, 15:06:12, time: 0.560, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2415, s0.acc: 92.4541, s0.loss_bbox: 0.2920, s0.loss_mask: 0.2702, s1.loss_cls: 0.1147, s1.acc: 92.4995, s1.loss_bbox: 0.1269, s1.loss_mask: 0.1331, s2.loss_cls: 0.0539, s2.acc: 92.6996, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0632, loss: 1.4190 2022-09-17 05:19:20,449 - mmdet - INFO - Epoch [2][5850/7330] lr: 1.000e-04, eta: 1 day, 15:05:48, time: 0.566, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2612, s0.acc: 91.9111, s0.loss_bbox: 0.3073, s0.loss_mask: 0.2830, s1.loss_cls: 0.1238, s1.acc: 92.1320, s1.loss_bbox: 0.1316, s1.loss_mask: 0.1384, s2.loss_cls: 0.0572, s2.acc: 92.4798, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0649, loss: 1.5009 2022-09-17 05:19:48,402 - mmdet - INFO - Epoch [2][5900/7330] lr: 1.000e-04, eta: 1 day, 15:05:17, time: 0.559, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2586, s0.acc: 92.0383, s0.loss_bbox: 0.3050, s0.loss_mask: 0.2733, s1.loss_cls: 0.1226, s1.acc: 92.1774, s1.loss_bbox: 0.1324, s1.loss_mask: 0.1335, s2.loss_cls: 0.0570, s2.acc: 92.4714, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0630, loss: 1.4761 2022-09-17 05:20:17,024 - mmdet - INFO - Epoch [2][5950/7330] lr: 1.000e-04, eta: 1 day, 15:05:00, time: 0.572, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2404, s0.acc: 92.3784, s0.loss_bbox: 0.2973, s0.loss_mask: 0.2656, s1.loss_cls: 0.1142, s1.acc: 92.5411, s1.loss_bbox: 0.1288, s1.loss_mask: 0.1311, s2.loss_cls: 0.0529, s2.acc: 92.9580, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0616, loss: 1.4227 2022-09-17 05:20:45,294 - mmdet - INFO - Epoch [2][6000/7330] lr: 1.000e-04, eta: 1 day, 15:04:35, time: 0.565, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2540, s0.acc: 92.1245, s0.loss_bbox: 0.3069, s0.loss_mask: 0.2757, s1.loss_cls: 0.1218, s1.acc: 92.1760, s1.loss_bbox: 0.1326, s1.loss_mask: 0.1358, s2.loss_cls: 0.0571, s2.acc: 92.3969, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0641, loss: 1.4815 2022-09-17 05:21:13,568 - mmdet - INFO - Epoch [2][6050/7330] lr: 1.000e-04, eta: 1 day, 15:04:11, time: 0.566, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2595, s0.acc: 92.0508, s0.loss_bbox: 0.2990, s0.loss_mask: 0.2741, s1.loss_cls: 0.1249, s1.acc: 92.1686, s1.loss_bbox: 0.1313, s1.loss_mask: 0.1351, s2.loss_cls: 0.0590, s2.acc: 92.3198, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0639, loss: 1.4800 2022-09-17 05:21:41,420 - mmdet - INFO - Epoch [2][6100/7330] lr: 1.000e-04, eta: 1 day, 15:03:38, time: 0.557, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2578, s0.acc: 91.8936, s0.loss_bbox: 0.3087, s0.loss_mask: 0.2724, s1.loss_cls: 0.1255, s1.acc: 91.9009, s1.loss_bbox: 0.1350, s1.loss_mask: 0.1337, s2.loss_cls: 0.0587, s2.acc: 92.2056, s2.loss_bbox: 0.0498, s2.loss_mask: 0.0631, loss: 1.4849 2022-09-17 05:22:09,263 - mmdet - INFO - Epoch [2][6150/7330] lr: 1.000e-04, eta: 1 day, 15:03:06, time: 0.557, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2411, s0.acc: 92.3342, s0.loss_bbox: 0.2953, s0.loss_mask: 0.2732, s1.loss_cls: 0.1168, s1.acc: 92.3573, s1.loss_bbox: 0.1296, s1.loss_mask: 0.1336, s2.loss_cls: 0.0553, s2.acc: 92.6309, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0630, loss: 1.4372 2022-09-17 05:22:37,163 - mmdet - INFO - Epoch [2][6200/7330] lr: 1.000e-04, eta: 1 day, 15:02:35, time: 0.558, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2562, s0.acc: 91.9844, s0.loss_bbox: 0.3103, s0.loss_mask: 0.2763, s1.loss_cls: 0.1221, s1.acc: 92.1245, s1.loss_bbox: 0.1346, s1.loss_mask: 0.1368, s2.loss_cls: 0.0573, s2.acc: 92.3529, s2.loss_bbox: 0.0493, s2.loss_mask: 0.0646, loss: 1.4949 2022-09-17 05:23:05,175 - mmdet - INFO - Epoch [2][6250/7330] lr: 1.000e-04, eta: 1 day, 15:02:06, time: 0.561, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2399, s0.acc: 92.4883, s0.loss_bbox: 0.2933, s0.loss_mask: 0.2695, s1.loss_cls: 0.1134, s1.acc: 92.7262, s1.loss_bbox: 0.1269, s1.loss_mask: 0.1328, s2.loss_cls: 0.0525, s2.acc: 92.9897, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0632, loss: 1.4184 2022-09-17 05:23:33,549 - mmdet - INFO - Epoch [2][6300/7330] lr: 1.000e-04, eta: 1 day, 15:01:43, time: 0.568, data_time: 0.006, memory: 12701, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2466, s0.acc: 92.2805, s0.loss_bbox: 0.2985, s0.loss_mask: 0.2676, s1.loss_cls: 0.1183, s1.acc: 92.3771, s1.loss_bbox: 0.1293, s1.loss_mask: 0.1320, s2.loss_cls: 0.0551, s2.acc: 92.6559, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0623, loss: 1.4367 2022-09-17 05:24:01,725 - mmdet - INFO - Epoch [2][6350/7330] lr: 1.000e-04, eta: 1 day, 15:01:17, time: 0.564, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2563, s0.acc: 92.0664, s0.loss_bbox: 0.3025, s0.loss_mask: 0.2721, s1.loss_cls: 0.1205, s1.acc: 92.2860, s1.loss_bbox: 0.1308, s1.loss_mask: 0.1332, s2.loss_cls: 0.0565, s2.acc: 92.5938, s2.loss_bbox: 0.0485, s2.loss_mask: 0.0634, loss: 1.4625 2022-09-17 05:24:29,744 - mmdet - INFO - Epoch [2][6400/7330] lr: 1.000e-04, eta: 1 day, 15:00:47, time: 0.559, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2505, s0.acc: 92.1619, s0.loss_bbox: 0.3034, s0.loss_mask: 0.2752, s1.loss_cls: 0.1203, s1.acc: 92.2894, s1.loss_bbox: 0.1327, s1.loss_mask: 0.1346, s2.loss_cls: 0.0559, s2.acc: 92.6582, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0639, loss: 1.4656 2022-09-17 05:24:57,771 - mmdet - INFO - Epoch [2][6450/7330] lr: 1.000e-04, eta: 1 day, 15:00:19, time: 0.561, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2295, s0.acc: 92.6165, s0.loss_bbox: 0.2877, s0.loss_mask: 0.2709, s1.loss_cls: 0.1108, s1.acc: 92.7110, s1.loss_bbox: 0.1263, s1.loss_mask: 0.1341, s2.loss_cls: 0.0519, s2.acc: 93.0428, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0641, loss: 1.4008 2022-09-17 05:25:25,609 - mmdet - INFO - Epoch [2][6500/7330] lr: 1.000e-04, eta: 1 day, 14:59:47, time: 0.558, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2291, s0.acc: 92.8586, s0.loss_bbox: 0.2777, s0.loss_mask: 0.2652, s1.loss_cls: 0.1089, s1.acc: 93.0261, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1308, s2.loss_cls: 0.0513, s2.acc: 93.2703, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0620, loss: 1.3676 2022-09-17 05:25:53,450 - mmdet - INFO - Epoch [2][6550/7330] lr: 1.000e-04, eta: 1 day, 14:59:14, time: 0.556, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2455, s0.acc: 92.3455, s0.loss_bbox: 0.2952, s0.loss_mask: 0.2646, s1.loss_cls: 0.1169, s1.acc: 92.4380, s1.loss_bbox: 0.1289, s1.loss_mask: 0.1312, s2.loss_cls: 0.0548, s2.acc: 92.7403, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0622, loss: 1.4257 2022-09-17 05:26:21,474 - mmdet - INFO - Epoch [2][6600/7330] lr: 1.000e-04, eta: 1 day, 14:58:46, time: 0.561, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2426, s0.acc: 92.3564, s0.loss_bbox: 0.2942, s0.loss_mask: 0.2606, s1.loss_cls: 0.1177, s1.acc: 92.4009, s1.loss_bbox: 0.1285, s1.loss_mask: 0.1279, s2.loss_cls: 0.0556, s2.acc: 92.6038, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0600, loss: 1.4117 2022-09-17 05:26:49,496 - mmdet - INFO - Epoch [2][6650/7330] lr: 1.000e-04, eta: 1 day, 14:58:16, time: 0.560, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2471, s0.acc: 92.3640, s0.loss_bbox: 0.2968, s0.loss_mask: 0.2688, s1.loss_cls: 0.1174, s1.acc: 92.5032, s1.loss_bbox: 0.1294, s1.loss_mask: 0.1322, s2.loss_cls: 0.0547, s2.acc: 92.8457, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0627, loss: 1.4342 2022-09-17 05:27:17,795 - mmdet - INFO - Epoch [2][6700/7330] lr: 1.000e-04, eta: 1 day, 14:57:53, time: 0.566, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2292, s0.acc: 92.6536, s0.loss_bbox: 0.2848, s0.loss_mask: 0.2601, s1.loss_cls: 0.1110, s1.acc: 92.7072, s1.loss_bbox: 0.1254, s1.loss_mask: 0.1289, s2.loss_cls: 0.0523, s2.acc: 92.9126, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0611, loss: 1.3758 2022-09-17 05:27:46,183 - mmdet - INFO - Epoch [2][6750/7330] lr: 1.000e-04, eta: 1 day, 14:57:30, time: 0.568, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2425, s0.acc: 92.4768, s0.loss_bbox: 0.2971, s0.loss_mask: 0.2705, s1.loss_cls: 0.1145, s1.acc: 92.6185, s1.loss_bbox: 0.1303, s1.loss_mask: 0.1347, s2.loss_cls: 0.0543, s2.acc: 92.7416, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0636, loss: 1.4339 2022-09-17 05:28:14,433 - mmdet - INFO - Epoch [2][6800/7330] lr: 1.000e-04, eta: 1 day, 14:57:05, time: 0.565, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2389, s0.acc: 92.5566, s0.loss_bbox: 0.2909, s0.loss_mask: 0.2704, s1.loss_cls: 0.1129, s1.acc: 92.7647, s1.loss_bbox: 0.1274, s1.loss_mask: 0.1330, s2.loss_cls: 0.0534, s2.acc: 92.9388, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0634, loss: 1.4147 2022-09-17 05:28:42,046 - mmdet - INFO - Epoch [2][6850/7330] lr: 1.000e-04, eta: 1 day, 14:56:29, time: 0.552, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2357, s0.acc: 92.5112, s0.loss_bbox: 0.2839, s0.loss_mask: 0.2739, s1.loss_cls: 0.1130, s1.acc: 92.5328, s1.loss_bbox: 0.1237, s1.loss_mask: 0.1337, s2.loss_cls: 0.0533, s2.acc: 92.7298, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0635, loss: 1.3979 2022-09-17 05:29:10,160 - mmdet - INFO - Epoch [2][6900/7330] lr: 1.000e-04, eta: 1 day, 14:56:02, time: 0.562, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2424, s0.acc: 92.4204, s0.loss_bbox: 0.2976, s0.loss_mask: 0.2725, s1.loss_cls: 0.1154, s1.acc: 92.6174, s1.loss_bbox: 0.1298, s1.loss_mask: 0.1344, s2.loss_cls: 0.0541, s2.acc: 92.8477, s2.loss_bbox: 0.0482, s2.loss_mask: 0.0635, loss: 1.4388 2022-09-17 05:29:37,305 - mmdet - INFO - Epoch [2][6950/7330] lr: 1.000e-04, eta: 1 day, 14:55:18, time: 0.543, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2207, s0.acc: 92.9333, s0.loss_bbox: 0.2723, s0.loss_mask: 0.2608, s1.loss_cls: 0.1056, s1.acc: 93.1217, s1.loss_bbox: 0.1197, s1.loss_mask: 0.1299, s2.loss_cls: 0.0506, s2.acc: 93.2133, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0613, loss: 1.3395 2022-09-17 05:30:05,468 - mmdet - INFO - Epoch [2][7000/7330] lr: 1.000e-04, eta: 1 day, 14:54:51, time: 0.563, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2518, s0.acc: 92.1426, s0.loss_bbox: 0.3005, s0.loss_mask: 0.2609, s1.loss_cls: 0.1209, s1.acc: 92.2385, s1.loss_bbox: 0.1299, s1.loss_mask: 0.1285, s2.loss_cls: 0.0570, s2.acc: 92.5269, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0605, loss: 1.4377 2022-09-17 05:30:33,527 - mmdet - INFO - Epoch [2][7050/7330] lr: 1.000e-04, eta: 1 day, 14:54:23, time: 0.561, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2356, s0.acc: 92.5649, s0.loss_bbox: 0.2904, s0.loss_mask: 0.2715, s1.loss_cls: 0.1143, s1.acc: 92.5694, s1.loss_bbox: 0.1273, s1.loss_mask: 0.1336, s2.loss_cls: 0.0537, s2.acc: 92.7956, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0626, loss: 1.4146 2022-09-17 05:31:02,175 - mmdet - INFO - Epoch [2][7100/7330] lr: 1.000e-04, eta: 1 day, 14:54:05, time: 0.573, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2440, s0.acc: 92.2437, s0.loss_bbox: 0.2985, s0.loss_mask: 0.2731, s1.loss_cls: 0.1173, s1.acc: 92.3984, s1.loss_bbox: 0.1290, s1.loss_mask: 0.1334, s2.loss_cls: 0.0551, s2.acc: 92.6797, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0631, loss: 1.4356 2022-09-17 05:31:30,089 - mmdet - INFO - Epoch [2][7150/7330] lr: 1.000e-04, eta: 1 day, 14:53:34, time: 0.559, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2382, s0.acc: 92.5442, s0.loss_bbox: 0.2863, s0.loss_mask: 0.2629, s1.loss_cls: 0.1132, s1.acc: 92.6333, s1.loss_bbox: 0.1245, s1.loss_mask: 0.1296, s2.loss_cls: 0.0536, s2.acc: 92.8907, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0608, loss: 1.3923 2022-09-17 05:31:58,017 - mmdet - INFO - Epoch [2][7200/7330] lr: 1.000e-04, eta: 1 day, 14:53:03, time: 0.558, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2369, s0.acc: 92.5903, s0.loss_bbox: 0.2908, s0.loss_mask: 0.2693, s1.loss_cls: 0.1129, s1.acc: 92.7745, s1.loss_bbox: 0.1283, s1.loss_mask: 0.1329, s2.loss_cls: 0.0531, s2.acc: 92.9471, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0627, loss: 1.4072 2022-09-17 05:32:26,286 - mmdet - INFO - Epoch [2][7250/7330] lr: 1.000e-04, eta: 1 day, 14:52:39, time: 0.566, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2466, s0.acc: 92.3699, s0.loss_bbox: 0.2939, s0.loss_mask: 0.2616, s1.loss_cls: 0.1148, s1.acc: 92.5811, s1.loss_bbox: 0.1263, s1.loss_mask: 0.1296, s2.loss_cls: 0.0532, s2.acc: 92.9682, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0611, loss: 1.4129 2022-09-17 05:32:54,469 - mmdet - INFO - Epoch [2][7300/7330] lr: 1.000e-04, eta: 1 day, 14:52:13, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2409, s0.acc: 92.3345, s0.loss_bbox: 0.2962, s0.loss_mask: 0.2682, s1.loss_cls: 0.1154, s1.acc: 92.4731, s1.loss_bbox: 0.1298, s1.loss_mask: 0.1335, s2.loss_cls: 0.0546, s2.acc: 92.6738, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0638, loss: 1.4252 2022-09-17 05:33:21,090 - mmdet - INFO - Saving checkpoint at 2 epochs 2022-09-17 05:35:17,892 - mmdet - INFO - Evaluating bbox... 2022-09-17 05:35:52,275 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.369 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.556 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.393 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 ] = 0.397 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 ] = 0.515 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 ] = 0.317 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 ] = 0.691 2022-09-17 05:35:52,275 - mmdet - INFO - Evaluating segm... 2022-09-17 05:36:28,132 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.328 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.534 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.345 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.147 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.352 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.511 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.454 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.454 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.454 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.253 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.495 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.641 2022-09-17 05:36:28,816 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 05:36:28,817 - mmdet - INFO - Epoch(val) [2][313] bbox_mAP: 0.3690, bbox_mAP_50: 0.5560, bbox_mAP_75: 0.3930, bbox_mAP_s: 0.2110, bbox_mAP_m: 0.3970, bbox_mAP_l: 0.5070, bbox_mAP_copypaste: 0.369 0.556 0.393 0.211 0.397 0.507, segm_mAP: 0.3280, segm_mAP_50: 0.5340, segm_mAP_75: 0.3450, segm_mAP_s: 0.1470, segm_mAP_m: 0.3520, segm_mAP_l: 0.5110, segm_mAP_copypaste: 0.328 0.534 0.345 0.147 0.352 0.511 2022-09-17 05:38:29,225 - mmdet - INFO - Epoch [3][50/7330] lr: 1.000e-04, eta: 1 day, 15:12:46, time: 2.407, data_time: 1.838, memory: 12701, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2335, s0.acc: 92.5276, s0.loss_bbox: 0.2913, s0.loss_mask: 0.2580, s1.loss_cls: 0.1108, s1.acc: 92.5828, s1.loss_bbox: 0.1276, s1.loss_mask: 0.1281, s2.loss_cls: 0.0521, s2.acc: 92.8874, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0606, loss: 1.3843 2022-09-17 05:38:57,806 - mmdet - INFO - Epoch [3][100/7330] lr: 1.000e-04, eta: 1 day, 15:12:21, time: 0.571, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2275, s0.acc: 92.7583, s0.loss_bbox: 0.2833, s0.loss_mask: 0.2594, s1.loss_cls: 0.1081, s1.acc: 92.8708, s1.loss_bbox: 0.1244, s1.loss_mask: 0.1281, s2.loss_cls: 0.0507, s2.acc: 93.1258, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0603, loss: 1.3598 2022-09-17 05:39:26,054 - mmdet - INFO - Epoch [3][150/7330] lr: 1.000e-04, eta: 1 day, 15:11:51, time: 0.565, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2350, s0.acc: 92.4023, s0.loss_bbox: 0.2974, s0.loss_mask: 0.2620, s1.loss_cls: 0.1121, s1.acc: 92.5002, s1.loss_bbox: 0.1288, s1.loss_mask: 0.1296, s2.loss_cls: 0.0528, s2.acc: 92.8041, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0616, loss: 1.4062 2022-09-17 05:39:54,689 - mmdet - INFO - Epoch [3][200/7330] lr: 1.000e-04, eta: 1 day, 15:11:28, time: 0.573, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2287, s0.acc: 92.6892, s0.loss_bbox: 0.2871, s0.loss_mask: 0.2604, s1.loss_cls: 0.1089, s1.acc: 92.8739, s1.loss_bbox: 0.1257, s1.loss_mask: 0.1289, s2.loss_cls: 0.0515, s2.acc: 93.0545, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0609, loss: 1.3735 2022-09-17 05:40:22,835 - mmdet - INFO - Epoch [3][250/7330] lr: 1.000e-04, eta: 1 day, 15:10:56, time: 0.562, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2337, s0.acc: 92.4756, s0.loss_bbox: 0.2948, s0.loss_mask: 0.2631, s1.loss_cls: 0.1119, s1.acc: 92.5863, s1.loss_bbox: 0.1291, s1.loss_mask: 0.1304, s2.loss_cls: 0.0531, s2.acc: 92.7874, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0610, loss: 1.4028 2022-09-17 05:40:50,738 - mmdet - INFO - Epoch [3][300/7330] lr: 1.000e-04, eta: 1 day, 15:10:22, time: 0.559, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2434, s0.acc: 92.2021, s0.loss_bbox: 0.2984, s0.loss_mask: 0.2683, s1.loss_cls: 0.1172, s1.acc: 92.3159, s1.loss_bbox: 0.1295, s1.loss_mask: 0.1325, s2.loss_cls: 0.0552, s2.acc: 92.6525, s2.loss_bbox: 0.0485, s2.loss_mask: 0.0624, loss: 1.4327 2022-09-17 05:41:18,832 - mmdet - INFO - Epoch [3][350/7330] lr: 1.000e-04, eta: 1 day, 15:09:50, time: 0.562, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2370, s0.acc: 92.3125, s0.loss_bbox: 0.3008, s0.loss_mask: 0.2605, s1.loss_cls: 0.1139, s1.acc: 92.4892, s1.loss_bbox: 0.1323, s1.loss_mask: 0.1290, s2.loss_cls: 0.0543, s2.acc: 92.6242, s2.loss_bbox: 0.0503, s2.loss_mask: 0.0615, loss: 1.4210 2022-09-17 05:41:46,787 - mmdet - INFO - Epoch [3][400/7330] lr: 1.000e-04, eta: 1 day, 15:09:15, time: 0.559, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2439, s0.acc: 92.3130, s0.loss_bbox: 0.2985, s0.loss_mask: 0.2684, s1.loss_cls: 0.1167, s1.acc: 92.3901, s1.loss_bbox: 0.1278, s1.loss_mask: 0.1319, s2.loss_cls: 0.0546, s2.acc: 92.6627, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0622, loss: 1.4323 2022-09-17 05:42:15,101 - mmdet - INFO - Epoch [3][450/7330] lr: 1.000e-04, eta: 1 day, 15:08:47, time: 0.566, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2369, s0.acc: 92.4448, s0.loss_bbox: 0.3002, s0.loss_mask: 0.2650, s1.loss_cls: 0.1112, s1.acc: 92.6512, s1.loss_bbox: 0.1318, s1.loss_mask: 0.1306, s2.loss_cls: 0.0529, s2.acc: 92.7904, s2.loss_bbox: 0.0495, s2.loss_mask: 0.0614, loss: 1.4090 2022-09-17 05:42:42,818 - mmdet - INFO - Epoch [3][500/7330] lr: 1.000e-04, eta: 1 day, 15:08:08, time: 0.554, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2274, s0.acc: 92.6790, s0.loss_bbox: 0.2897, s0.loss_mask: 0.2634, s1.loss_cls: 0.1099, s1.acc: 92.7161, s1.loss_bbox: 0.1262, s1.loss_mask: 0.1304, s2.loss_cls: 0.0519, s2.acc: 92.9555, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0616, loss: 1.3836 2022-09-17 05:43:10,782 - mmdet - INFO - Epoch [3][550/7330] lr: 1.000e-04, eta: 1 day, 15:07:34, time: 0.559, data_time: 0.013, memory: 12701, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2472, s0.acc: 92.2214, s0.loss_bbox: 0.2998, s0.loss_mask: 0.2709, s1.loss_cls: 0.1179, s1.acc: 92.4420, s1.loss_bbox: 0.1295, s1.loss_mask: 0.1338, s2.loss_cls: 0.0555, s2.acc: 92.7318, s2.loss_bbox: 0.0482, s2.loss_mask: 0.0631, loss: 1.4424 2022-09-17 05:43:38,730 - mmdet - INFO - Epoch [3][600/7330] lr: 1.000e-04, eta: 1 day, 15:07:00, time: 0.559, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2150, s0.acc: 93.0042, s0.loss_bbox: 0.2837, s0.loss_mask: 0.2547, s1.loss_cls: 0.1027, s1.acc: 93.1134, s1.loss_bbox: 0.1274, s1.loss_mask: 0.1271, s2.loss_cls: 0.0488, s2.acc: 93.2470, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0604, loss: 1.3370 2022-09-17 05:44:06,802 - mmdet - INFO - Epoch [3][650/7330] lr: 1.000e-04, eta: 1 day, 15:06:27, time: 0.561, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2450, s0.acc: 92.3306, s0.loss_bbox: 0.2976, s0.loss_mask: 0.2687, s1.loss_cls: 0.1167, s1.acc: 92.4536, s1.loss_bbox: 0.1285, s1.loss_mask: 0.1311, s2.loss_cls: 0.0552, s2.acc: 92.5981, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0616, loss: 1.4332 2022-09-17 05:44:34,472 - mmdet - INFO - Epoch [3][700/7330] lr: 1.000e-04, eta: 1 day, 15:05:48, time: 0.553, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2340, s0.acc: 92.5256, s0.loss_bbox: 0.2899, s0.loss_mask: 0.2647, s1.loss_cls: 0.1120, s1.acc: 92.6562, s1.loss_bbox: 0.1266, s1.loss_mask: 0.1319, s2.loss_cls: 0.0530, s2.acc: 92.8533, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0627, loss: 1.3991 2022-09-17 05:45:02,650 - mmdet - INFO - Epoch [3][750/7330] lr: 1.000e-04, eta: 1 day, 15:05:18, time: 0.564, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2369, s0.acc: 92.4907, s0.loss_bbox: 0.2921, s0.loss_mask: 0.2622, s1.loss_cls: 0.1144, s1.acc: 92.5464, s1.loss_bbox: 0.1280, s1.loss_mask: 0.1290, s2.loss_cls: 0.0541, s2.acc: 92.6756, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0614, loss: 1.4048 2022-09-17 05:45:30,687 - mmdet - INFO - Epoch [3][800/7330] lr: 1.000e-04, eta: 1 day, 15:04:45, time: 0.560, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2372, s0.acc: 92.4739, s0.loss_bbox: 0.2878, s0.loss_mask: 0.2606, s1.loss_cls: 0.1140, s1.acc: 92.4786, s1.loss_bbox: 0.1255, s1.loss_mask: 0.1290, s2.loss_cls: 0.0541, s2.acc: 92.6167, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0613, loss: 1.3934 2022-09-17 05:45:58,948 - mmdet - INFO - Epoch [3][850/7330] lr: 1.000e-04, eta: 1 day, 15:04:16, time: 0.566, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2385, s0.acc: 92.3706, s0.loss_bbox: 0.2947, s0.loss_mask: 0.2592, s1.loss_cls: 0.1136, s1.acc: 92.5681, s1.loss_bbox: 0.1286, s1.loss_mask: 0.1287, s2.loss_cls: 0.0535, s2.acc: 92.8631, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0608, loss: 1.4029 2022-09-17 05:46:26,942 - mmdet - INFO - Epoch [3][900/7330] lr: 1.000e-04, eta: 1 day, 15:03:42, time: 0.560, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2298, s0.acc: 92.5261, s0.loss_bbox: 0.2961, s0.loss_mask: 0.2630, s1.loss_cls: 0.1105, s1.acc: 92.5842, s1.loss_bbox: 0.1299, s1.loss_mask: 0.1304, s2.loss_cls: 0.0520, s2.acc: 92.8708, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0617, loss: 1.3964 2022-09-17 05:46:55,009 - mmdet - INFO - Epoch [3][950/7330] lr: 1.000e-04, eta: 1 day, 15:03:10, time: 0.562, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2390, s0.acc: 92.3643, s0.loss_bbox: 0.2958, s0.loss_mask: 0.2719, s1.loss_cls: 0.1141, s1.acc: 92.4412, s1.loss_bbox: 0.1306, s1.loss_mask: 0.1346, s2.loss_cls: 0.0538, s2.acc: 92.8314, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0638, loss: 1.4254 2022-09-17 05:47:23,091 - mmdet - INFO - Epoch [3][1000/7330] lr: 1.000e-04, eta: 1 day, 15:02:38, time: 0.562, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2376, s0.acc: 92.4524, s0.loss_bbox: 0.2934, s0.loss_mask: 0.2658, s1.loss_cls: 0.1137, s1.acc: 92.5700, s1.loss_bbox: 0.1286, s1.loss_mask: 0.1309, s2.loss_cls: 0.0539, s2.acc: 92.7358, s2.loss_bbox: 0.0482, s2.loss_mask: 0.0615, loss: 1.4098 2022-09-17 05:47:51,465 - mmdet - INFO - Epoch [3][1050/7330] lr: 1.000e-04, eta: 1 day, 15:02:11, time: 0.567, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2254, s0.acc: 92.8687, s0.loss_bbox: 0.2850, s0.loss_mask: 0.2683, s1.loss_cls: 0.1074, s1.acc: 93.0534, s1.loss_bbox: 0.1267, s1.loss_mask: 0.1321, s2.loss_cls: 0.0510, s2.acc: 93.2376, s2.loss_bbox: 0.0485, s2.loss_mask: 0.0624, loss: 1.3803 2022-09-17 05:48:19,398 - mmdet - INFO - Epoch [3][1100/7330] lr: 1.000e-04, eta: 1 day, 15:01:37, time: 0.559, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2336, s0.acc: 92.6831, s0.loss_bbox: 0.2817, s0.loss_mask: 0.2657, s1.loss_cls: 0.1103, s1.acc: 92.8844, s1.loss_bbox: 0.1260, s1.loss_mask: 0.1305, s2.loss_cls: 0.0527, s2.acc: 92.9625, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0613, loss: 1.3842 2022-09-17 05:48:47,495 - mmdet - INFO - Epoch [3][1150/7330] lr: 1.000e-04, eta: 1 day, 15:01:05, time: 0.562, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2263, s0.acc: 92.8887, s0.loss_bbox: 0.2754, s0.loss_mask: 0.2545, s1.loss_cls: 0.1088, s1.acc: 92.9187, s1.loss_bbox: 0.1231, s1.loss_mask: 0.1271, s2.loss_cls: 0.0519, s2.acc: 93.0998, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0603, loss: 1.3473 2022-09-17 05:49:15,878 - mmdet - INFO - Epoch [3][1200/7330] lr: 1.000e-04, eta: 1 day, 15:00:38, time: 0.568, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2391, s0.acc: 92.5981, s0.loss_bbox: 0.2890, s0.loss_mask: 0.2651, s1.loss_cls: 0.1146, s1.acc: 92.6454, s1.loss_bbox: 0.1273, s1.loss_mask: 0.1303, s2.loss_cls: 0.0543, s2.acc: 92.8109, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0613, loss: 1.4075 2022-09-17 05:49:43,711 - mmdet - INFO - Epoch [3][1250/7330] lr: 1.000e-04, eta: 1 day, 15:00:02, time: 0.557, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2266, s0.acc: 92.7146, s0.loss_bbox: 0.2876, s0.loss_mask: 0.2619, s1.loss_cls: 0.1081, s1.acc: 92.8382, s1.loss_bbox: 0.1287, s1.loss_mask: 0.1295, s2.loss_cls: 0.0515, s2.acc: 93.0320, s2.loss_bbox: 0.0491, s2.loss_mask: 0.0614, loss: 1.3750 2022-09-17 05:50:12,341 - mmdet - INFO - Epoch [3][1300/7330] lr: 1.000e-04, eta: 1 day, 14:59:39, time: 0.573, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2268, s0.acc: 92.6460, s0.loss_bbox: 0.2913, s0.loss_mask: 0.2512, s1.loss_cls: 0.1096, s1.acc: 92.8062, s1.loss_bbox: 0.1298, s1.loss_mask: 0.1247, s2.loss_cls: 0.0523, s2.acc: 92.9415, s2.loss_bbox: 0.0503, s2.loss_mask: 0.0597, loss: 1.3719 2022-09-17 05:50:40,440 - mmdet - INFO - Epoch [3][1350/7330] lr: 1.000e-04, eta: 1 day, 14:59:07, time: 0.562, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2276, s0.acc: 92.8086, s0.loss_bbox: 0.2848, s0.loss_mask: 0.2683, s1.loss_cls: 0.1086, s1.acc: 92.9522, s1.loss_bbox: 0.1259, s1.loss_mask: 0.1336, s2.loss_cls: 0.0514, s2.acc: 93.0827, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0630, loss: 1.3882 2022-09-17 05:51:08,760 - mmdet - INFO - Epoch [3][1400/7330] lr: 1.000e-04, eta: 1 day, 14:58:39, time: 0.566, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2348, s0.acc: 92.5110, s0.loss_bbox: 0.2917, s0.loss_mask: 0.2616, s1.loss_cls: 0.1136, s1.acc: 92.5016, s1.loss_bbox: 0.1287, s1.loss_mask: 0.1291, s2.loss_cls: 0.0533, s2.acc: 92.7889, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0610, loss: 1.4021 2022-09-17 05:51:36,798 - mmdet - INFO - Epoch [3][1450/7330] lr: 1.000e-04, eta: 1 day, 14:58:06, time: 0.561, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2422, s0.acc: 92.2607, s0.loss_bbox: 0.2971, s0.loss_mask: 0.2654, s1.loss_cls: 0.1191, s1.acc: 92.2501, s1.loss_bbox: 0.1296, s1.loss_mask: 0.1303, s2.loss_cls: 0.0560, s2.acc: 92.5818, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0625, loss: 1.4299 2022-09-17 05:52:04,538 - mmdet - INFO - Epoch [3][1500/7330] lr: 1.000e-04, eta: 1 day, 14:57:29, time: 0.555, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2389, s0.acc: 92.4043, s0.loss_bbox: 0.2937, s0.loss_mask: 0.2652, s1.loss_cls: 0.1146, s1.acc: 92.4727, s1.loss_bbox: 0.1286, s1.loss_mask: 0.1307, s2.loss_cls: 0.0544, s2.acc: 92.6722, s2.loss_bbox: 0.0491, s2.loss_mask: 0.0620, loss: 1.4142 2022-09-17 05:52:32,160 - mmdet - INFO - Epoch [3][1550/7330] lr: 1.000e-04, eta: 1 day, 14:56:50, time: 0.552, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2275, s0.acc: 92.6965, s0.loss_bbox: 0.2922, s0.loss_mask: 0.2643, s1.loss_cls: 0.1091, s1.acc: 92.8042, s1.loss_bbox: 0.1288, s1.loss_mask: 0.1305, s2.loss_cls: 0.0519, s2.acc: 93.0910, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0619, loss: 1.3919 2022-09-17 05:52:59,788 - mmdet - INFO - Epoch [3][1600/7330] lr: 1.000e-04, eta: 1 day, 14:56:11, time: 0.553, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2382, s0.acc: 92.4907, s0.loss_bbox: 0.2928, s0.loss_mask: 0.2633, s1.loss_cls: 0.1138, s1.acc: 92.5713, s1.loss_bbox: 0.1287, s1.loss_mask: 0.1308, s2.loss_cls: 0.0541, s2.acc: 92.7732, s2.loss_bbox: 0.0492, s2.loss_mask: 0.0615, loss: 1.4058 2022-09-17 05:53:27,938 - mmdet - INFO - Epoch [3][1650/7330] lr: 1.000e-04, eta: 1 day, 14:55:41, time: 0.563, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2545, s0.acc: 92.0459, s0.loss_bbox: 0.3119, s0.loss_mask: 0.2704, s1.loss_cls: 0.1206, s1.acc: 92.2579, s1.loss_bbox: 0.1343, s1.loss_mask: 0.1326, s2.loss_cls: 0.0571, s2.acc: 92.4569, s2.loss_bbox: 0.0501, s2.loss_mask: 0.0625, loss: 1.4732 2022-09-17 05:53:55,824 - mmdet - INFO - Epoch [3][1700/7330] lr: 1.000e-04, eta: 1 day, 14:55:06, time: 0.558, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2345, s0.acc: 92.5332, s0.loss_bbox: 0.2946, s0.loss_mask: 0.2624, s1.loss_cls: 0.1136, s1.acc: 92.5675, s1.loss_bbox: 0.1283, s1.loss_mask: 0.1294, s2.loss_cls: 0.0526, s2.acc: 92.8911, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0616, loss: 1.4068 2022-09-17 05:54:24,040 - mmdet - INFO - Epoch [3][1750/7330] lr: 1.000e-04, eta: 1 day, 14:54:37, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2367, s0.acc: 92.6440, s0.loss_bbox: 0.2839, s0.loss_mask: 0.2603, s1.loss_cls: 0.1145, s1.acc: 92.7272, s1.loss_bbox: 0.1240, s1.loss_mask: 0.1278, s2.loss_cls: 0.0533, s2.acc: 93.0538, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0608, loss: 1.3861 2022-09-17 05:54:52,431 - mmdet - INFO - Epoch [3][1800/7330] lr: 1.000e-04, eta: 1 day, 14:54:09, time: 0.567, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2341, s0.acc: 92.4792, s0.loss_bbox: 0.2921, s0.loss_mask: 0.2574, s1.loss_cls: 0.1128, s1.acc: 92.6411, s1.loss_bbox: 0.1286, s1.loss_mask: 0.1281, s2.loss_cls: 0.0534, s2.acc: 92.9114, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0607, loss: 1.3896 2022-09-17 05:55:20,214 - mmdet - INFO - Epoch [3][1850/7330] lr: 1.000e-04, eta: 1 day, 14:53:33, time: 0.556, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2298, s0.acc: 92.5781, s0.loss_bbox: 0.2869, s0.loss_mask: 0.2616, s1.loss_cls: 0.1104, s1.acc: 92.7388, s1.loss_bbox: 0.1258, s1.loss_mask: 0.1292, s2.loss_cls: 0.0522, s2.acc: 92.8809, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0615, loss: 1.3848 2022-09-17 05:55:48,496 - mmdet - INFO - Epoch [3][1900/7330] lr: 1.000e-04, eta: 1 day, 14:53:05, time: 0.566, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2409, s0.acc: 92.3789, s0.loss_bbox: 0.2919, s0.loss_mask: 0.2659, s1.loss_cls: 0.1164, s1.acc: 92.4802, s1.loss_bbox: 0.1279, s1.loss_mask: 0.1318, s2.loss_cls: 0.0552, s2.acc: 92.6877, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0627, loss: 1.4206 2022-09-17 05:56:16,175 - mmdet - INFO - Epoch [3][1950/7330] lr: 1.000e-04, eta: 1 day, 14:52:28, time: 0.554, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2446, s0.acc: 92.2729, s0.loss_bbox: 0.2958, s0.loss_mask: 0.2707, s1.loss_cls: 0.1169, s1.acc: 92.4423, s1.loss_bbox: 0.1293, s1.loss_mask: 0.1336, s2.loss_cls: 0.0557, s2.acc: 92.6291, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0630, loss: 1.4366 2022-09-17 05:56:43,790 - mmdet - INFO - Epoch [3][2000/7330] lr: 1.000e-04, eta: 1 day, 14:51:49, time: 0.552, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2310, s0.acc: 92.5784, s0.loss_bbox: 0.2894, s0.loss_mask: 0.2667, s1.loss_cls: 0.1108, s1.acc: 92.7019, s1.loss_bbox: 0.1267, s1.loss_mask: 0.1333, s2.loss_cls: 0.0530, s2.acc: 92.7535, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0629, loss: 1.4000 2022-09-17 05:57:11,940 - mmdet - INFO - Epoch [3][2050/7330] lr: 1.000e-04, eta: 1 day, 14:51:19, time: 0.563, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2439, s0.acc: 92.2153, s0.loss_bbox: 0.2996, s0.loss_mask: 0.2720, s1.loss_cls: 0.1174, s1.acc: 92.2474, s1.loss_bbox: 0.1304, s1.loss_mask: 0.1339, s2.loss_cls: 0.0556, s2.acc: 92.3851, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0633, loss: 1.4421 2022-09-17 05:57:39,241 - mmdet - INFO - Epoch [3][2100/7330] lr: 1.000e-04, eta: 1 day, 14:50:36, time: 0.546, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2253, s0.acc: 92.8386, s0.loss_bbox: 0.2786, s0.loss_mask: 0.2680, s1.loss_cls: 0.1100, s1.acc: 92.7482, s1.loss_bbox: 0.1237, s1.loss_mask: 0.1336, s2.loss_cls: 0.0524, s2.acc: 92.9699, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0637, loss: 1.3718 2022-09-17 05:58:06,864 - mmdet - INFO - Epoch [3][2150/7330] lr: 1.000e-04, eta: 1 day, 14:49:57, time: 0.552, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2215, s0.acc: 92.8755, s0.loss_bbox: 0.2768, s0.loss_mask: 0.2507, s1.loss_cls: 0.1063, s1.acc: 92.8497, s1.loss_bbox: 0.1237, s1.loss_mask: 0.1254, s2.loss_cls: 0.0512, s2.acc: 92.8555, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0594, loss: 1.3362 2022-09-17 05:58:34,711 - mmdet - INFO - Epoch [3][2200/7330] lr: 1.000e-04, eta: 1 day, 14:49:22, time: 0.557, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2253, s0.acc: 92.8101, s0.loss_bbox: 0.2817, s0.loss_mask: 0.2616, s1.loss_cls: 0.1081, s1.acc: 92.8632, s1.loss_bbox: 0.1241, s1.loss_mask: 0.1288, s2.loss_cls: 0.0515, s2.acc: 93.0502, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0610, loss: 1.3641 2022-09-17 05:59:02,981 - mmdet - INFO - Epoch [3][2250/7330] lr: 1.000e-04, eta: 1 day, 14:48:54, time: 0.566, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2342, s0.acc: 92.6531, s0.loss_bbox: 0.2867, s0.loss_mask: 0.2620, s1.loss_cls: 0.1111, s1.acc: 92.8044, s1.loss_bbox: 0.1256, s1.loss_mask: 0.1309, s2.loss_cls: 0.0523, s2.acc: 92.9557, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0624, loss: 1.3903 2022-09-17 05:59:31,046 - mmdet - INFO - Epoch [3][2300/7330] lr: 1.000e-04, eta: 1 day, 14:48:23, time: 0.561, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2417, s0.acc: 92.3870, s0.loss_bbox: 0.2994, s0.loss_mask: 0.2580, s1.loss_cls: 0.1154, s1.acc: 92.5429, s1.loss_bbox: 0.1300, s1.loss_mask: 0.1279, s2.loss_cls: 0.0536, s2.acc: 92.7811, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0605, loss: 1.4119 2022-09-17 05:59:59,134 - mmdet - INFO - Epoch [3][2350/7330] lr: 1.000e-04, eta: 1 day, 14:47:51, time: 0.562, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2564, s0.acc: 91.8892, s0.loss_bbox: 0.3049, s0.loss_mask: 0.2678, s1.loss_cls: 0.1228, s1.acc: 92.0445, s1.loss_bbox: 0.1312, s1.loss_mask: 0.1324, s2.loss_cls: 0.0575, s2.acc: 92.3429, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0621, loss: 1.4624 2022-09-17 06:00:32,309 - mmdet - INFO - Epoch [3][2400/7330] lr: 1.000e-04, eta: 1 day, 14:48:34, time: 0.663, data_time: 0.016, memory: 12701, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2263, s0.acc: 92.7881, s0.loss_bbox: 0.2830, s0.loss_mask: 0.2577, s1.loss_cls: 0.1089, s1.acc: 92.9106, s1.loss_bbox: 0.1237, s1.loss_mask: 0.1277, s2.loss_cls: 0.0514, s2.acc: 93.2008, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0599, loss: 1.3606 2022-09-17 06:01:00,802 - mmdet - INFO - Epoch [3][2450/7330] lr: 1.000e-04, eta: 1 day, 14:48:08, time: 0.570, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2274, s0.acc: 92.7229, s0.loss_bbox: 0.2890, s0.loss_mask: 0.2633, s1.loss_cls: 0.1091, s1.acc: 92.7994, s1.loss_bbox: 0.1278, s1.loss_mask: 0.1310, s2.loss_cls: 0.0521, s2.acc: 92.7951, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0616, loss: 1.3811 2022-09-17 06:01:29,303 - mmdet - INFO - Epoch [3][2500/7330] lr: 1.000e-04, eta: 1 day, 14:47:42, time: 0.570, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2319, s0.acc: 92.4802, s0.loss_bbox: 0.2900, s0.loss_mask: 0.2626, s1.loss_cls: 0.1120, s1.acc: 92.4470, s1.loss_bbox: 0.1281, s1.loss_mask: 0.1305, s2.loss_cls: 0.0525, s2.acc: 92.6301, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0618, loss: 1.3913 2022-09-17 06:01:57,438 - mmdet - INFO - Epoch [3][2550/7330] lr: 1.000e-04, eta: 1 day, 14:47:12, time: 0.563, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2372, s0.acc: 92.4644, s0.loss_bbox: 0.2912, s0.loss_mask: 0.2642, s1.loss_cls: 0.1132, s1.acc: 92.6660, s1.loss_bbox: 0.1278, s1.loss_mask: 0.1306, s2.loss_cls: 0.0535, s2.acc: 92.7434, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0616, loss: 1.4058 2022-09-17 06:02:25,211 - mmdet - INFO - Epoch [3][2600/7330] lr: 1.000e-04, eta: 1 day, 14:46:36, time: 0.556, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2248, s0.acc: 92.8765, s0.loss_bbox: 0.2759, s0.loss_mask: 0.2551, s1.loss_cls: 0.1076, s1.acc: 92.9913, s1.loss_bbox: 0.1229, s1.loss_mask: 0.1255, s2.loss_cls: 0.0513, s2.acc: 93.0312, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0593, loss: 1.3407 2022-09-17 06:02:54,128 - mmdet - INFO - Epoch [3][2650/7330] lr: 1.000e-04, eta: 1 day, 14:46:16, time: 0.577, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2257, s0.acc: 92.8020, s0.loss_bbox: 0.2834, s0.loss_mask: 0.2600, s1.loss_cls: 0.1091, s1.acc: 92.8231, s1.loss_bbox: 0.1257, s1.loss_mask: 0.1289, s2.loss_cls: 0.0517, s2.acc: 92.9801, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0609, loss: 1.3609 2022-09-17 06:03:22,006 - mmdet - INFO - Epoch [3][2700/7330] lr: 1.000e-04, eta: 1 day, 14:45:42, time: 0.559, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2201, s0.acc: 93.0105, s0.loss_bbox: 0.2770, s0.loss_mask: 0.2580, s1.loss_cls: 0.1037, s1.acc: 93.2004, s1.loss_bbox: 0.1225, s1.loss_mask: 0.1286, s2.loss_cls: 0.0485, s2.acc: 93.3936, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0608, loss: 1.3374 2022-09-17 06:03:50,604 - mmdet - INFO - Epoch [3][2750/7330] lr: 1.000e-04, eta: 1 day, 14:45:18, time: 0.572, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2338, s0.acc: 92.4871, s0.loss_bbox: 0.2909, s0.loss_mask: 0.2646, s1.loss_cls: 0.1113, s1.acc: 92.6264, s1.loss_bbox: 0.1275, s1.loss_mask: 0.1317, s2.loss_cls: 0.0527, s2.acc: 92.8350, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0626, loss: 1.3983 2022-09-17 06:04:18,497 - mmdet - INFO - Epoch [3][2800/7330] lr: 1.000e-04, eta: 1 day, 14:44:44, time: 0.558, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2322, s0.acc: 92.6863, s0.loss_bbox: 0.2850, s0.loss_mask: 0.2613, s1.loss_cls: 0.1106, s1.acc: 92.7769, s1.loss_bbox: 0.1252, s1.loss_mask: 0.1291, s2.loss_cls: 0.0520, s2.acc: 93.0903, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0607, loss: 1.3751 2022-09-17 06:04:46,545 - mmdet - INFO - Epoch [3][2850/7330] lr: 1.000e-04, eta: 1 day, 14:44:12, time: 0.561, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2314, s0.acc: 92.7122, s0.loss_bbox: 0.2808, s0.loss_mask: 0.2590, s1.loss_cls: 0.1101, s1.acc: 92.8304, s1.loss_bbox: 0.1227, s1.loss_mask: 0.1287, s2.loss_cls: 0.0519, s2.acc: 93.0905, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0605, loss: 1.3622 2022-09-17 06:05:14,602 - mmdet - INFO - Epoch [3][2900/7330] lr: 1.000e-04, eta: 1 day, 14:43:40, time: 0.560, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2288, s0.acc: 92.7339, s0.loss_bbox: 0.2850, s0.loss_mask: 0.2526, s1.loss_cls: 0.1086, s1.acc: 92.9106, s1.loss_bbox: 0.1239, s1.loss_mask: 0.1252, s2.loss_cls: 0.0506, s2.acc: 93.1749, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0592, loss: 1.3557 2022-09-17 06:05:42,284 - mmdet - INFO - Epoch [3][2950/7330] lr: 1.000e-04, eta: 1 day, 14:43:03, time: 0.554, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2226, s0.acc: 92.8235, s0.loss_bbox: 0.2793, s0.loss_mask: 0.2630, s1.loss_cls: 0.1074, s1.acc: 92.9628, s1.loss_bbox: 0.1230, s1.loss_mask: 0.1301, s2.loss_cls: 0.0506, s2.acc: 93.2037, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0615, loss: 1.3551 2022-09-17 06:06:10,414 - mmdet - INFO - Epoch [3][3000/7330] lr: 1.000e-04, eta: 1 day, 14:42:33, time: 0.563, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2292, s0.acc: 92.6899, s0.loss_bbox: 0.2872, s0.loss_mask: 0.2580, s1.loss_cls: 0.1092, s1.acc: 92.8361, s1.loss_bbox: 0.1251, s1.loss_mask: 0.1284, s2.loss_cls: 0.0513, s2.acc: 93.0174, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0610, loss: 1.3696 2022-09-17 06:06:38,634 - mmdet - INFO - Epoch [3][3050/7330] lr: 1.000e-04, eta: 1 day, 14:42:03, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2230, s0.acc: 92.7842, s0.loss_bbox: 0.2803, s0.loss_mask: 0.2568, s1.loss_cls: 0.1068, s1.acc: 92.9154, s1.loss_bbox: 0.1224, s1.loss_mask: 0.1277, s2.loss_cls: 0.0503, s2.acc: 93.1095, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0605, loss: 1.3454 2022-09-17 06:07:06,663 - mmdet - INFO - Epoch [3][3100/7330] lr: 1.000e-04, eta: 1 day, 14:41:31, time: 0.561, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2242, s0.acc: 92.8311, s0.loss_bbox: 0.2800, s0.loss_mask: 0.2559, s1.loss_cls: 0.1068, s1.acc: 92.9292, s1.loss_bbox: 0.1230, s1.loss_mask: 0.1270, s2.loss_cls: 0.0505, s2.acc: 93.1649, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0602, loss: 1.3505 2022-09-17 06:07:34,993 - mmdet - INFO - Epoch [3][3150/7330] lr: 1.000e-04, eta: 1 day, 14:41:03, time: 0.566, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2284, s0.acc: 92.6316, s0.loss_bbox: 0.2864, s0.loss_mask: 0.2717, s1.loss_cls: 0.1100, s1.acc: 92.7098, s1.loss_bbox: 0.1259, s1.loss_mask: 0.1337, s2.loss_cls: 0.0521, s2.acc: 92.8793, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0630, loss: 1.3964 2022-09-17 06:08:02,786 - mmdet - INFO - Epoch [3][3200/7330] lr: 1.000e-04, eta: 1 day, 14:40:28, time: 0.556, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2306, s0.acc: 92.5393, s0.loss_bbox: 0.2939, s0.loss_mask: 0.2617, s1.loss_cls: 0.1098, s1.acc: 92.6966, s1.loss_bbox: 0.1285, s1.loss_mask: 0.1288, s2.loss_cls: 0.0521, s2.acc: 92.9731, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0611, loss: 1.3912 2022-09-17 06:08:31,265 - mmdet - INFO - Epoch [3][3250/7330] lr: 1.000e-04, eta: 1 day, 14:40:02, time: 0.570, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2402, s0.acc: 92.5007, s0.loss_bbox: 0.2900, s0.loss_mask: 0.2664, s1.loss_cls: 0.1141, s1.acc: 92.6384, s1.loss_bbox: 0.1275, s1.loss_mask: 0.1320, s2.loss_cls: 0.0540, s2.acc: 92.7326, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0625, loss: 1.4104 2022-09-17 06:08:58,863 - mmdet - INFO - Epoch [3][3300/7330] lr: 1.000e-04, eta: 1 day, 14:39:25, time: 0.552, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2221, s0.acc: 92.8682, s0.loss_bbox: 0.2828, s0.loss_mask: 0.2632, s1.loss_cls: 0.1066, s1.acc: 92.9068, s1.loss_bbox: 0.1234, s1.loss_mask: 0.1307, s2.loss_cls: 0.0510, s2.acc: 93.1279, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0616, loss: 1.3641 2022-09-17 06:09:26,430 - mmdet - INFO - Epoch [3][3350/7330] lr: 1.000e-04, eta: 1 day, 14:38:46, time: 0.550, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2243, s0.acc: 92.7778, s0.loss_bbox: 0.2826, s0.loss_mask: 0.2574, s1.loss_cls: 0.1077, s1.acc: 92.8775, s1.loss_bbox: 0.1240, s1.loss_mask: 0.1287, s2.loss_cls: 0.0509, s2.acc: 93.1113, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0614, loss: 1.3583 2022-09-17 06:09:54,748 - mmdet - INFO - Epoch [3][3400/7330] lr: 1.000e-04, eta: 1 day, 14:38:18, time: 0.566, data_time: 0.014, memory: 12701, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2319, s0.acc: 92.6851, s0.loss_bbox: 0.2872, s0.loss_mask: 0.2599, s1.loss_cls: 0.1118, s1.acc: 92.6946, s1.loss_bbox: 0.1253, s1.loss_mask: 0.1296, s2.loss_cls: 0.0533, s2.acc: 92.8982, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0616, loss: 1.3802 2022-09-17 06:10:23,008 - mmdet - INFO - Epoch [3][3450/7330] lr: 1.000e-04, eta: 1 day, 14:37:50, time: 0.566, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2263, s0.acc: 92.7698, s0.loss_bbox: 0.2871, s0.loss_mask: 0.2583, s1.loss_cls: 0.1077, s1.acc: 92.8566, s1.loss_bbox: 0.1257, s1.loss_mask: 0.1270, s2.loss_cls: 0.0513, s2.acc: 92.9544, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0599, loss: 1.3636 2022-09-17 06:10:51,412 - mmdet - INFO - Epoch [3][3500/7330] lr: 1.000e-04, eta: 1 day, 14:37:23, time: 0.568, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.2353, s0.acc: 92.4377, s0.loss_bbox: 0.2900, s0.loss_mask: 0.2658, s1.loss_cls: 0.1141, s1.acc: 92.4844, s1.loss_bbox: 0.1281, s1.loss_mask: 0.1314, s2.loss_cls: 0.0539, s2.acc: 92.7026, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0621, loss: 1.4089 2022-09-17 06:11:18,950 - mmdet - INFO - Epoch [3][3550/7330] lr: 1.000e-04, eta: 1 day, 14:36:44, time: 0.551, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2276, s0.acc: 92.7124, s0.loss_bbox: 0.2852, s0.loss_mask: 0.2658, s1.loss_cls: 0.1107, s1.acc: 92.8236, s1.loss_bbox: 0.1257, s1.loss_mask: 0.1315, s2.loss_cls: 0.0526, s2.acc: 92.9077, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0615, loss: 1.3821 2022-09-17 06:11:46,413 - mmdet - INFO - Epoch [3][3600/7330] lr: 1.000e-04, eta: 1 day, 14:36:05, time: 0.549, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2232, s0.acc: 92.9338, s0.loss_bbox: 0.2762, s0.loss_mask: 0.2588, s1.loss_cls: 0.1066, s1.acc: 93.0607, s1.loss_bbox: 0.1211, s1.loss_mask: 0.1284, s2.loss_cls: 0.0500, s2.acc: 93.1841, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0608, loss: 1.3444 2022-09-17 06:12:14,883 - mmdet - INFO - Epoch [3][3650/7330] lr: 1.000e-04, eta: 1 day, 14:35:39, time: 0.569, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2247, s0.acc: 92.7751, s0.loss_bbox: 0.2823, s0.loss_mask: 0.2520, s1.loss_cls: 0.1080, s1.acc: 92.9094, s1.loss_bbox: 0.1237, s1.loss_mask: 0.1241, s2.loss_cls: 0.0518, s2.acc: 92.9604, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0591, loss: 1.3453 2022-09-17 06:12:43,064 - mmdet - INFO - Epoch [3][3700/7330] lr: 1.000e-04, eta: 1 day, 14:35:09, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2256, s0.acc: 92.8018, s0.loss_bbox: 0.2763, s0.loss_mask: 0.2584, s1.loss_cls: 0.1086, s1.acc: 92.8405, s1.loss_bbox: 0.1218, s1.loss_mask: 0.1287, s2.loss_cls: 0.0517, s2.acc: 93.0427, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0607, loss: 1.3493 2022-09-17 06:13:11,644 - mmdet - INFO - Epoch [3][3750/7330] lr: 1.000e-04, eta: 1 day, 14:34:45, time: 0.571, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2442, s0.acc: 92.4482, s0.loss_bbox: 0.2940, s0.loss_mask: 0.2595, s1.loss_cls: 0.1156, s1.acc: 92.6255, s1.loss_bbox: 0.1291, s1.loss_mask: 0.1279, s2.loss_cls: 0.0550, s2.acc: 92.7856, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0608, loss: 1.4119 2022-09-17 06:13:39,828 - mmdet - INFO - Epoch [3][3800/7330] lr: 1.000e-04, eta: 1 day, 14:34:15, time: 0.564, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2215, s0.acc: 92.9810, s0.loss_bbox: 0.2713, s0.loss_mask: 0.2538, s1.loss_cls: 0.1068, s1.acc: 93.0459, s1.loss_bbox: 0.1210, s1.loss_mask: 0.1264, s2.loss_cls: 0.0517, s2.acc: 93.0314, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0595, loss: 1.3296 2022-09-17 06:14:07,655 - mmdet - INFO - Epoch [3][3850/7330] lr: 1.000e-04, eta: 1 day, 14:33:41, time: 0.557, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2139, s0.acc: 93.0549, s0.loss_bbox: 0.2760, s0.loss_mask: 0.2581, s1.loss_cls: 0.1028, s1.acc: 93.1435, s1.loss_bbox: 0.1229, s1.loss_mask: 0.1278, s2.loss_cls: 0.0492, s2.acc: 93.2809, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0603, loss: 1.3276 2022-09-17 06:14:35,932 - mmdet - INFO - Epoch [3][3900/7330] lr: 1.000e-04, eta: 1 day, 14:33:12, time: 0.566, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2267, s0.acc: 92.6653, s0.loss_bbox: 0.2826, s0.loss_mask: 0.2594, s1.loss_cls: 0.1090, s1.acc: 92.7596, s1.loss_bbox: 0.1257, s1.loss_mask: 0.1287, s2.loss_cls: 0.0514, s2.acc: 92.8266, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0608, loss: 1.3622 2022-09-17 06:15:03,788 - mmdet - INFO - Epoch [3][3950/7330] lr: 1.000e-04, eta: 1 day, 14:32:38, time: 0.556, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2273, s0.acc: 92.7622, s0.loss_bbox: 0.2853, s0.loss_mask: 0.2692, s1.loss_cls: 0.1067, s1.acc: 93.0291, s1.loss_bbox: 0.1244, s1.loss_mask: 0.1337, s2.loss_cls: 0.0495, s2.acc: 93.2978, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0636, loss: 1.3820 2022-09-17 06:15:32,201 - mmdet - INFO - Epoch [3][4000/7330] lr: 1.000e-04, eta: 1 day, 14:32:12, time: 0.569, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2330, s0.acc: 92.4287, s0.loss_bbox: 0.2931, s0.loss_mask: 0.2592, s1.loss_cls: 0.1132, s1.acc: 92.4429, s1.loss_bbox: 0.1296, s1.loss_mask: 0.1290, s2.loss_cls: 0.0537, s2.acc: 92.6065, s2.loss_bbox: 0.0485, s2.loss_mask: 0.0608, loss: 1.3971 2022-09-17 06:16:00,581 - mmdet - INFO - Epoch [3][4050/7330] lr: 1.000e-04, eta: 1 day, 14:31:45, time: 0.567, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2401, s0.acc: 92.2161, s0.loss_bbox: 0.2975, s0.loss_mask: 0.2650, s1.loss_cls: 0.1155, s1.acc: 92.3748, s1.loss_bbox: 0.1312, s1.loss_mask: 0.1311, s2.loss_cls: 0.0544, s2.acc: 92.6907, s2.loss_bbox: 0.0488, s2.loss_mask: 0.0617, loss: 1.4267 2022-09-17 06:16:28,499 - mmdet - INFO - Epoch [3][4100/7330] lr: 1.000e-04, eta: 1 day, 14:31:11, time: 0.558, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2226, s0.acc: 92.7871, s0.loss_bbox: 0.2818, s0.loss_mask: 0.2472, s1.loss_cls: 0.1058, s1.acc: 92.9551, s1.loss_bbox: 0.1238, s1.loss_mask: 0.1228, s2.loss_cls: 0.0499, s2.acc: 93.2826, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0585, loss: 1.3328 2022-09-17 06:16:57,011 - mmdet - INFO - Epoch [3][4150/7330] lr: 1.000e-04, eta: 1 day, 14:30:46, time: 0.571, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2275, s0.acc: 92.7966, s0.loss_bbox: 0.2834, s0.loss_mask: 0.2542, s1.loss_cls: 0.1108, s1.acc: 92.9028, s1.loss_bbox: 0.1282, s1.loss_mask: 0.1260, s2.loss_cls: 0.0523, s2.acc: 93.0749, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0599, loss: 1.3621 2022-09-17 06:17:25,046 - mmdet - INFO - Epoch [3][4200/7330] lr: 1.000e-04, eta: 1 day, 14:30:15, time: 0.561, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2352, s0.acc: 92.6113, s0.loss_bbox: 0.2826, s0.loss_mask: 0.2537, s1.loss_cls: 0.1131, s1.acc: 92.6544, s1.loss_bbox: 0.1245, s1.loss_mask: 0.1253, s2.loss_cls: 0.0533, s2.acc: 92.8605, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0592, loss: 1.3671 2022-09-17 06:17:53,306 - mmdet - INFO - Epoch [3][4250/7330] lr: 1.000e-04, eta: 1 day, 14:29:46, time: 0.565, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2161, s0.acc: 93.0027, s0.loss_bbox: 0.2751, s0.loss_mask: 0.2591, s1.loss_cls: 0.1044, s1.acc: 93.0538, s1.loss_bbox: 0.1217, s1.loss_mask: 0.1299, s2.loss_cls: 0.0499, s2.acc: 93.2171, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0615, loss: 1.3357 2022-09-17 06:18:21,463 - mmdet - INFO - Epoch [3][4300/7330] lr: 1.000e-04, eta: 1 day, 14:29:16, time: 0.563, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2453, s0.acc: 92.2664, s0.loss_bbox: 0.2907, s0.loss_mask: 0.2666, s1.loss_cls: 0.1179, s1.acc: 92.3523, s1.loss_bbox: 0.1276, s1.loss_mask: 0.1313, s2.loss_cls: 0.0559, s2.acc: 92.5269, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0617, loss: 1.4293 2022-09-17 06:18:49,670 - mmdet - INFO - Epoch [3][4350/7330] lr: 1.000e-04, eta: 1 day, 14:28:47, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2219, s0.acc: 92.8025, s0.loss_bbox: 0.2806, s0.loss_mask: 0.2613, s1.loss_cls: 0.1069, s1.acc: 92.9018, s1.loss_bbox: 0.1243, s1.loss_mask: 0.1287, s2.loss_cls: 0.0517, s2.acc: 92.9706, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0610, loss: 1.3576 2022-09-17 06:19:17,971 - mmdet - INFO - Epoch [3][4400/7330] lr: 1.000e-04, eta: 1 day, 14:28:18, time: 0.565, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2120, s0.acc: 93.2996, s0.loss_bbox: 0.2691, s0.loss_mask: 0.2555, s1.loss_cls: 0.1012, s1.acc: 93.4662, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1258, s2.loss_cls: 0.0478, s2.acc: 93.6747, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0596, loss: 1.3049 2022-09-17 06:19:45,749 - mmdet - INFO - Epoch [3][4450/7330] lr: 1.000e-04, eta: 1 day, 14:27:44, time: 0.556, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2264, s0.acc: 92.7483, s0.loss_bbox: 0.2827, s0.loss_mask: 0.2710, s1.loss_cls: 0.1067, s1.acc: 92.9606, s1.loss_bbox: 0.1238, s1.loss_mask: 0.1327, s2.loss_cls: 0.0506, s2.acc: 93.1088, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0626, loss: 1.3768 2022-09-17 06:20:13,419 - mmdet - INFO - Epoch [3][4500/7330] lr: 1.000e-04, eta: 1 day, 14:27:07, time: 0.553, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2453, s0.acc: 92.4082, s0.loss_bbox: 0.2892, s0.loss_mask: 0.2649, s1.loss_cls: 0.1184, s1.acc: 92.5323, s1.loss_bbox: 0.1268, s1.loss_mask: 0.1308, s2.loss_cls: 0.0552, s2.acc: 92.8028, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0614, loss: 1.4142 2022-09-17 06:20:41,832 - mmdet - INFO - Epoch [3][4550/7330] lr: 1.000e-04, eta: 1 day, 14:26:41, time: 0.568, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2396, s0.acc: 92.4568, s0.loss_bbox: 0.2926, s0.loss_mask: 0.2638, s1.loss_cls: 0.1142, s1.acc: 92.5415, s1.loss_bbox: 0.1278, s1.loss_mask: 0.1313, s2.loss_cls: 0.0538, s2.acc: 92.7111, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0622, loss: 1.4107 2022-09-17 06:21:08,899 - mmdet - INFO - Epoch [3][4600/7330] lr: 1.000e-04, eta: 1 day, 14:25:57, time: 0.542, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2143, s0.acc: 93.0945, s0.loss_bbox: 0.2774, s0.loss_mask: 0.2531, s1.loss_cls: 0.1025, s1.acc: 93.1864, s1.loss_bbox: 0.1227, s1.loss_mask: 0.1257, s2.loss_cls: 0.0489, s2.acc: 93.3516, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0592, loss: 1.3209 2022-09-17 06:21:36,135 - mmdet - INFO - Epoch [3][4650/7330] lr: 1.000e-04, eta: 1 day, 14:25:16, time: 0.544, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2202, s0.acc: 92.9998, s0.loss_bbox: 0.2732, s0.loss_mask: 0.2568, s1.loss_cls: 0.1056, s1.acc: 93.0509, s1.loss_bbox: 0.1208, s1.loss_mask: 0.1266, s2.loss_cls: 0.0505, s2.acc: 93.0839, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0603, loss: 1.3312 2022-09-17 06:22:04,561 - mmdet - INFO - Epoch [3][4700/7330] lr: 1.000e-04, eta: 1 day, 14:24:49, time: 0.569, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2241, s0.acc: 92.9243, s0.loss_bbox: 0.2816, s0.loss_mask: 0.2607, s1.loss_cls: 0.1062, s1.acc: 93.1483, s1.loss_bbox: 0.1260, s1.loss_mask: 0.1289, s2.loss_cls: 0.0504, s2.acc: 93.2766, s2.loss_bbox: 0.0486, s2.loss_mask: 0.0612, loss: 1.3606 2022-09-17 06:22:32,598 - mmdet - INFO - Epoch [3][4750/7330] lr: 1.000e-04, eta: 1 day, 14:24:18, time: 0.561, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2391, s0.acc: 92.4373, s0.loss_bbox: 0.2897, s0.loss_mask: 0.2616, s1.loss_cls: 0.1132, s1.acc: 92.5452, s1.loss_bbox: 0.1262, s1.loss_mask: 0.1286, s2.loss_cls: 0.0527, s2.acc: 92.8129, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0613, loss: 1.3934 2022-09-17 06:23:00,590 - mmdet - INFO - Epoch [3][4800/7330] lr: 1.000e-04, eta: 1 day, 14:23:46, time: 0.560, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2304, s0.acc: 92.6655, s0.loss_bbox: 0.2813, s0.loss_mask: 0.2657, s1.loss_cls: 0.1104, s1.acc: 92.6529, s1.loss_bbox: 0.1238, s1.loss_mask: 0.1310, s2.loss_cls: 0.0516, s2.acc: 92.9720, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0620, loss: 1.3802 2022-09-17 06:23:28,412 - mmdet - INFO - Epoch [3][4850/7330] lr: 1.000e-04, eta: 1 day, 14:23:12, time: 0.557, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2277, s0.acc: 92.6260, s0.loss_bbox: 0.2854, s0.loss_mask: 0.2629, s1.loss_cls: 0.1099, s1.acc: 92.6690, s1.loss_bbox: 0.1258, s1.loss_mask: 0.1292, s2.loss_cls: 0.0523, s2.acc: 92.8356, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0612, loss: 1.3781 2022-09-17 06:23:56,216 - mmdet - INFO - Epoch [3][4900/7330] lr: 1.000e-04, eta: 1 day, 14:22:38, time: 0.556, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2203, s0.acc: 92.9927, s0.loss_bbox: 0.2743, s0.loss_mask: 0.2552, s1.loss_cls: 0.1059, s1.acc: 93.1240, s1.loss_bbox: 0.1215, s1.loss_mask: 0.1274, s2.loss_cls: 0.0504, s2.acc: 93.2868, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0604, loss: 1.3390 2022-09-17 06:24:23,441 - mmdet - INFO - Epoch [3][4950/7330] lr: 1.000e-04, eta: 1 day, 14:21:57, time: 0.545, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2260, s0.acc: 92.7322, s0.loss_bbox: 0.2854, s0.loss_mask: 0.2591, s1.loss_cls: 0.1078, s1.acc: 92.9069, s1.loss_bbox: 0.1251, s1.loss_mask: 0.1283, s2.loss_cls: 0.0508, s2.acc: 93.1034, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0606, loss: 1.3635 2022-09-17 06:24:51,522 - mmdet - INFO - Epoch [3][5000/7330] lr: 1.000e-04, eta: 1 day, 14:21:26, time: 0.561, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2329, s0.acc: 92.5249, s0.loss_bbox: 0.2871, s0.loss_mask: 0.2590, s1.loss_cls: 0.1115, s1.acc: 92.7155, s1.loss_bbox: 0.1258, s1.loss_mask: 0.1296, s2.loss_cls: 0.0530, s2.acc: 92.9199, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0615, loss: 1.3826 2022-09-17 06:25:19,686 - mmdet - INFO - Epoch [3][5050/7330] lr: 1.000e-04, eta: 1 day, 14:20:56, time: 0.563, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2097, s0.acc: 93.3706, s0.loss_bbox: 0.2612, s0.loss_mask: 0.2564, s1.loss_cls: 0.0994, s1.acc: 93.5337, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1288, s2.loss_cls: 0.0471, s2.acc: 93.7632, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0613, loss: 1.2960 2022-09-17 06:25:47,411 - mmdet - INFO - Epoch [3][5100/7330] lr: 1.000e-04, eta: 1 day, 14:20:21, time: 0.554, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2173, s0.acc: 92.8923, s0.loss_bbox: 0.2788, s0.loss_mask: 0.2643, s1.loss_cls: 0.1030, s1.acc: 93.0354, s1.loss_bbox: 0.1217, s1.loss_mask: 0.1305, s2.loss_cls: 0.0490, s2.acc: 93.2527, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0617, loss: 1.3479 2022-09-17 06:26:15,008 - mmdet - INFO - Epoch [3][5150/7330] lr: 1.000e-04, eta: 1 day, 14:19:45, time: 0.553, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2212, s0.acc: 92.9656, s0.loss_bbox: 0.2729, s0.loss_mask: 0.2444, s1.loss_cls: 0.1050, s1.acc: 93.1068, s1.loss_bbox: 0.1204, s1.loss_mask: 0.1223, s2.loss_cls: 0.0497, s2.acc: 93.2231, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0577, loss: 1.3121 2022-09-17 06:26:43,235 - mmdet - INFO - Epoch [3][5200/7330] lr: 1.000e-04, eta: 1 day, 14:19:16, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2304, s0.acc: 92.6174, s0.loss_bbox: 0.2835, s0.loss_mask: 0.2595, s1.loss_cls: 0.1113, s1.acc: 92.5839, s1.loss_bbox: 0.1246, s1.loss_mask: 0.1292, s2.loss_cls: 0.0528, s2.acc: 92.7469, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0609, loss: 1.3687 2022-09-17 06:27:10,849 - mmdet - INFO - Epoch [3][5250/7330] lr: 1.000e-04, eta: 1 day, 14:18:40, time: 0.553, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2385, s0.acc: 92.5295, s0.loss_bbox: 0.2859, s0.loss_mask: 0.2619, s1.loss_cls: 0.1125, s1.acc: 92.7556, s1.loss_bbox: 0.1253, s1.loss_mask: 0.1307, s2.loss_cls: 0.0532, s2.acc: 93.0435, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0620, loss: 1.3933 2022-09-17 06:27:38,655 - mmdet - INFO - Epoch [3][5300/7330] lr: 1.000e-04, eta: 1 day, 14:18:06, time: 0.556, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2351, s0.acc: 92.4680, s0.loss_bbox: 0.2950, s0.loss_mask: 0.2618, s1.loss_cls: 0.1099, s1.acc: 92.7098, s1.loss_bbox: 0.1289, s1.loss_mask: 0.1291, s2.loss_cls: 0.0523, s2.acc: 92.9462, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0613, loss: 1.3973 2022-09-17 06:28:06,844 - mmdet - INFO - Epoch [3][5350/7330] lr: 1.000e-04, eta: 1 day, 14:17:37, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2371, s0.acc: 92.3965, s0.loss_bbox: 0.2944, s0.loss_mask: 0.2595, s1.loss_cls: 0.1133, s1.acc: 92.4982, s1.loss_bbox: 0.1300, s1.loss_mask: 0.1278, s2.loss_cls: 0.0532, s2.acc: 92.8253, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0607, loss: 1.3973 2022-09-17 06:28:34,875 - mmdet - INFO - Epoch [3][5400/7330] lr: 1.000e-04, eta: 1 day, 14:17:06, time: 0.560, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2334, s0.acc: 92.5632, s0.loss_bbox: 0.2865, s0.loss_mask: 0.2571, s1.loss_cls: 0.1109, s1.acc: 92.7939, s1.loss_bbox: 0.1254, s1.loss_mask: 0.1279, s2.loss_cls: 0.0530, s2.acc: 92.9675, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0613, loss: 1.3796 2022-09-17 06:29:03,041 - mmdet - INFO - Epoch [3][5450/7330] lr: 1.000e-04, eta: 1 day, 14:16:36, time: 0.564, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2366, s0.acc: 92.4788, s0.loss_bbox: 0.2880, s0.loss_mask: 0.2672, s1.loss_cls: 0.1136, s1.acc: 92.6420, s1.loss_bbox: 0.1258, s1.loss_mask: 0.1326, s2.loss_cls: 0.0535, s2.acc: 92.8672, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0631, loss: 1.4047 2022-09-17 06:29:30,906 - mmdet - INFO - Epoch [3][5500/7330] lr: 1.000e-04, eta: 1 day, 14:16:03, time: 0.557, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2198, s0.acc: 92.7883, s0.loss_bbox: 0.2826, s0.loss_mask: 0.2621, s1.loss_cls: 0.1056, s1.acc: 92.9401, s1.loss_bbox: 0.1249, s1.loss_mask: 0.1297, s2.loss_cls: 0.0507, s2.acc: 92.9804, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0614, loss: 1.3563 2022-09-17 06:29:59,030 - mmdet - INFO - Epoch [3][5550/7330] lr: 1.000e-04, eta: 1 day, 14:15:33, time: 0.562, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2354, s0.acc: 92.5095, s0.loss_bbox: 0.2885, s0.loss_mask: 0.2627, s1.loss_cls: 0.1136, s1.acc: 92.6676, s1.loss_bbox: 0.1271, s1.loss_mask: 0.1299, s2.loss_cls: 0.0535, s2.acc: 92.9036, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0614, loss: 1.3924 2022-09-17 06:30:26,169 - mmdet - INFO - Epoch [3][5600/7330] lr: 1.000e-04, eta: 1 day, 14:14:52, time: 0.543, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2265, s0.acc: 92.7366, s0.loss_bbox: 0.2733, s0.loss_mask: 0.2595, s1.loss_cls: 0.1079, s1.acc: 92.9653, s1.loss_bbox: 0.1195, s1.loss_mask: 0.1299, s2.loss_cls: 0.0506, s2.acc: 93.2369, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0612, loss: 1.3419 2022-09-17 06:30:53,865 - mmdet - INFO - Epoch [3][5650/7330] lr: 1.000e-04, eta: 1 day, 14:14:16, time: 0.554, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2241, s0.acc: 92.8313, s0.loss_bbox: 0.2774, s0.loss_mask: 0.2529, s1.loss_cls: 0.1080, s1.acc: 92.9417, s1.loss_bbox: 0.1218, s1.loss_mask: 0.1262, s2.loss_cls: 0.0515, s2.acc: 93.1064, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0596, loss: 1.3427 2022-09-17 06:31:22,220 - mmdet - INFO - Epoch [3][5700/7330] lr: 1.000e-04, eta: 1 day, 14:13:49, time: 0.567, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2249, s0.acc: 92.6882, s0.loss_bbox: 0.2873, s0.loss_mask: 0.2590, s1.loss_cls: 0.1084, s1.acc: 92.8642, s1.loss_bbox: 0.1283, s1.loss_mask: 0.1296, s2.loss_cls: 0.0516, s2.acc: 92.9243, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0609, loss: 1.3728 2022-09-17 06:31:49,733 - mmdet - INFO - Epoch [3][5750/7330] lr: 1.000e-04, eta: 1 day, 14:13:12, time: 0.550, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2248, s0.acc: 92.8584, s0.loss_bbox: 0.2762, s0.loss_mask: 0.2545, s1.loss_cls: 0.1094, s1.acc: 92.7442, s1.loss_bbox: 0.1215, s1.loss_mask: 0.1261, s2.loss_cls: 0.0518, s2.acc: 93.0596, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0598, loss: 1.3390 2022-09-17 06:32:17,237 - mmdet - INFO - Epoch [3][5800/7330] lr: 1.000e-04, eta: 1 day, 14:12:35, time: 0.550, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2284, s0.acc: 92.6270, s0.loss_bbox: 0.2821, s0.loss_mask: 0.2574, s1.loss_cls: 0.1094, s1.acc: 92.7732, s1.loss_bbox: 0.1231, s1.loss_mask: 0.1275, s2.loss_cls: 0.0519, s2.acc: 92.9495, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0600, loss: 1.3566 2022-09-17 06:32:45,156 - mmdet - INFO - Epoch [3][5850/7330] lr: 1.000e-04, eta: 1 day, 14:12:02, time: 0.558, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2290, s0.acc: 92.7629, s0.loss_bbox: 0.2843, s0.loss_mask: 0.2667, s1.loss_cls: 0.1088, s1.acc: 92.8538, s1.loss_bbox: 0.1258, s1.loss_mask: 0.1323, s2.loss_cls: 0.0513, s2.acc: 92.9718, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0628, loss: 1.3826 2022-09-17 06:33:13,042 - mmdet - INFO - Epoch [3][5900/7330] lr: 1.000e-04, eta: 1 day, 14:11:30, time: 0.558, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2264, s0.acc: 92.5459, s0.loss_bbox: 0.2864, s0.loss_mask: 0.2584, s1.loss_cls: 0.1080, s1.acc: 92.6537, s1.loss_bbox: 0.1258, s1.loss_mask: 0.1283, s2.loss_cls: 0.0514, s2.acc: 92.9524, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0605, loss: 1.3637 2022-09-17 06:33:41,037 - mmdet - INFO - Epoch [3][5950/7330] lr: 1.000e-04, eta: 1 day, 14:10:59, time: 0.560, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2271, s0.acc: 92.7134, s0.loss_bbox: 0.2813, s0.loss_mask: 0.2640, s1.loss_cls: 0.1078, s1.acc: 92.8618, s1.loss_bbox: 0.1247, s1.loss_mask: 0.1308, s2.loss_cls: 0.0516, s2.acc: 93.0254, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0615, loss: 1.3658 2022-09-17 06:34:09,969 - mmdet - INFO - Epoch [3][6000/7330] lr: 1.000e-04, eta: 1 day, 14:10:38, time: 0.578, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2369, s0.acc: 92.4165, s0.loss_bbox: 0.2946, s0.loss_mask: 0.2656, s1.loss_cls: 0.1113, s1.acc: 92.6027, s1.loss_bbox: 0.1294, s1.loss_mask: 0.1314, s2.loss_cls: 0.0527, s2.acc: 92.7677, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0621, loss: 1.4080 2022-09-17 06:34:37,734 - mmdet - INFO - Epoch [3][6050/7330] lr: 1.000e-04, eta: 1 day, 14:10:05, time: 0.556, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2257, s0.acc: 92.8086, s0.loss_bbox: 0.2771, s0.loss_mask: 0.2577, s1.loss_cls: 0.1087, s1.acc: 92.8846, s1.loss_bbox: 0.1233, s1.loss_mask: 0.1281, s2.loss_cls: 0.0523, s2.acc: 92.8792, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0608, loss: 1.3485 2022-09-17 06:35:05,951 - mmdet - INFO - Epoch [3][6100/7330] lr: 1.000e-04, eta: 1 day, 14:09:36, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2332, s0.acc: 92.5842, s0.loss_bbox: 0.2812, s0.loss_mask: 0.2570, s1.loss_cls: 0.1120, s1.acc: 92.6858, s1.loss_bbox: 0.1232, s1.loss_mask: 0.1280, s2.loss_cls: 0.0527, s2.acc: 92.9161, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0606, loss: 1.3637 2022-09-17 06:35:34,086 - mmdet - INFO - Epoch [3][6150/7330] lr: 1.000e-04, eta: 1 day, 14:09:06, time: 0.563, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2283, s0.acc: 92.7056, s0.loss_bbox: 0.2769, s0.loss_mask: 0.2583, s1.loss_cls: 0.1093, s1.acc: 92.8104, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1280, s2.loss_cls: 0.0517, s2.acc: 92.9836, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0602, loss: 1.3535 2022-09-17 06:36:01,786 - mmdet - INFO - Epoch [3][6200/7330] lr: 1.000e-04, eta: 1 day, 14:08:32, time: 0.554, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2279, s0.acc: 92.7507, s0.loss_bbox: 0.2801, s0.loss_mask: 0.2596, s1.loss_cls: 0.1092, s1.acc: 92.7266, s1.loss_bbox: 0.1233, s1.loss_mask: 0.1280, s2.loss_cls: 0.0516, s2.acc: 92.9705, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0597, loss: 1.3573 2022-09-17 06:36:29,729 - mmdet - INFO - Epoch [3][6250/7330] lr: 1.000e-04, eta: 1 day, 14:08:00, time: 0.559, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2154, s0.acc: 93.0950, s0.loss_bbox: 0.2776, s0.loss_mask: 0.2543, s1.loss_cls: 0.1038, s1.acc: 93.1551, s1.loss_bbox: 0.1232, s1.loss_mask: 0.1251, s2.loss_cls: 0.0498, s2.acc: 93.2944, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0595, loss: 1.3228 2022-09-17 06:36:58,050 - mmdet - INFO - Epoch [3][6300/7330] lr: 1.000e-04, eta: 1 day, 14:07:32, time: 0.567, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2154, s0.acc: 93.0034, s0.loss_bbox: 0.2762, s0.loss_mask: 0.2544, s1.loss_cls: 0.1039, s1.acc: 93.0497, s1.loss_bbox: 0.1225, s1.loss_mask: 0.1265, s2.loss_cls: 0.0498, s2.acc: 93.1636, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0601, loss: 1.3240 2022-09-17 06:37:26,156 - mmdet - INFO - Epoch [3][6350/7330] lr: 1.000e-04, eta: 1 day, 14:07:02, time: 0.562, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2337, s0.acc: 92.5369, s0.loss_bbox: 0.2857, s0.loss_mask: 0.2586, s1.loss_cls: 0.1116, s1.acc: 92.7117, s1.loss_bbox: 0.1249, s1.loss_mask: 0.1278, s2.loss_cls: 0.0532, s2.acc: 92.8354, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0600, loss: 1.3786 2022-09-17 06:37:54,189 - mmdet - INFO - Epoch [3][6400/7330] lr: 1.000e-04, eta: 1 day, 14:06:31, time: 0.560, data_time: 0.013, memory: 12701, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2311, s0.acc: 92.5337, s0.loss_bbox: 0.2869, s0.loss_mask: 0.2613, s1.loss_cls: 0.1123, s1.acc: 92.6080, s1.loss_bbox: 0.1259, s1.loss_mask: 0.1297, s2.loss_cls: 0.0534, s2.acc: 92.7974, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0612, loss: 1.3817 2022-09-17 06:38:22,101 - mmdet - INFO - Epoch [3][6450/7330] lr: 1.000e-04, eta: 1 day, 14:06:00, time: 0.559, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2448, s0.acc: 92.2407, s0.loss_bbox: 0.3010, s0.loss_mask: 0.2655, s1.loss_cls: 0.1162, s1.acc: 92.4319, s1.loss_bbox: 0.1322, s1.loss_mask: 0.1315, s2.loss_cls: 0.0544, s2.acc: 92.6684, s2.loss_bbox: 0.0498, s2.loss_mask: 0.0619, loss: 1.4341 2022-09-17 06:38:49,317 - mmdet - INFO - Epoch [3][6500/7330] lr: 1.000e-04, eta: 1 day, 14:05:19, time: 0.544, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2282, s0.acc: 92.7671, s0.loss_bbox: 0.2770, s0.loss_mask: 0.2568, s1.loss_cls: 0.1095, s1.acc: 92.8213, s1.loss_bbox: 0.1222, s1.loss_mask: 0.1284, s2.loss_cls: 0.0518, s2.acc: 93.1603, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0616, loss: 1.3534 2022-09-17 06:39:17,300 - mmdet - INFO - Epoch [3][6550/7330] lr: 1.000e-04, eta: 1 day, 14:04:48, time: 0.560, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2289, s0.acc: 92.5933, s0.loss_bbox: 0.2860, s0.loss_mask: 0.2631, s1.loss_cls: 0.1100, s1.acc: 92.6909, s1.loss_bbox: 0.1255, s1.loss_mask: 0.1296, s2.loss_cls: 0.0524, s2.acc: 92.9260, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0611, loss: 1.3807 2022-09-17 06:39:45,291 - mmdet - INFO - Epoch [3][6600/7330] lr: 1.000e-04, eta: 1 day, 14:04:16, time: 0.559, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2281, s0.acc: 92.6074, s0.loss_bbox: 0.2833, s0.loss_mask: 0.2575, s1.loss_cls: 0.1098, s1.acc: 92.6173, s1.loss_bbox: 0.1244, s1.loss_mask: 0.1268, s2.loss_cls: 0.0520, s2.acc: 92.8211, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0598, loss: 1.3631 2022-09-17 06:40:12,889 - mmdet - INFO - Epoch [3][6650/7330] lr: 1.000e-04, eta: 1 day, 14:03:41, time: 0.553, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2229, s0.acc: 92.8296, s0.loss_bbox: 0.2741, s0.loss_mask: 0.2540, s1.loss_cls: 0.1072, s1.acc: 92.8462, s1.loss_bbox: 0.1218, s1.loss_mask: 0.1249, s2.loss_cls: 0.0515, s2.acc: 93.0065, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0589, loss: 1.3299 2022-09-17 06:40:41,645 - mmdet - INFO - Epoch [3][6700/7330] lr: 1.000e-04, eta: 1 day, 14:03:19, time: 0.575, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2296, s0.acc: 92.4353, s0.loss_bbox: 0.2931, s0.loss_mask: 0.2550, s1.loss_cls: 0.1102, s1.acc: 92.5442, s1.loss_bbox: 0.1294, s1.loss_mask: 0.1272, s2.loss_cls: 0.0530, s2.acc: 92.6333, s2.loss_bbox: 0.0489, s2.loss_mask: 0.0604, loss: 1.3835 2022-09-17 06:41:10,082 - mmdet - INFO - Epoch [3][6750/7330] lr: 1.000e-04, eta: 1 day, 14:02:53, time: 0.568, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2409, s0.acc: 92.2712, s0.loss_bbox: 0.2981, s0.loss_mask: 0.2612, s1.loss_cls: 0.1155, s1.acc: 92.3376, s1.loss_bbox: 0.1298, s1.loss_mask: 0.1306, s2.loss_cls: 0.0544, s2.acc: 92.5964, s2.loss_bbox: 0.0482, s2.loss_mask: 0.0620, loss: 1.4201 2022-09-17 06:41:38,436 - mmdet - INFO - Epoch [3][6800/7330] lr: 1.000e-04, eta: 1 day, 14:02:26, time: 0.568, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2292, s0.acc: 92.6301, s0.loss_bbox: 0.2853, s0.loss_mask: 0.2552, s1.loss_cls: 0.1099, s1.acc: 92.7344, s1.loss_bbox: 0.1266, s1.loss_mask: 0.1268, s2.loss_cls: 0.0526, s2.acc: 92.8569, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0600, loss: 1.3719 2022-09-17 06:42:07,251 - mmdet - INFO - Epoch [3][6850/7330] lr: 1.000e-04, eta: 1 day, 14:02:04, time: 0.576, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2289, s0.acc: 92.6118, s0.loss_bbox: 0.2950, s0.loss_mask: 0.2570, s1.loss_cls: 0.1083, s1.acc: 92.7920, s1.loss_bbox: 0.1307, s1.loss_mask: 0.1278, s2.loss_cls: 0.0515, s2.acc: 92.8517, s2.loss_bbox: 0.0504, s2.loss_mask: 0.0607, loss: 1.3867 2022-09-17 06:42:35,417 - mmdet - INFO - Epoch [3][6900/7330] lr: 1.000e-04, eta: 1 day, 14:01:35, time: 0.563, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2325, s0.acc: 92.5828, s0.loss_bbox: 0.2856, s0.loss_mask: 0.2599, s1.loss_cls: 0.1113, s1.acc: 92.6472, s1.loss_bbox: 0.1254, s1.loss_mask: 0.1288, s2.loss_cls: 0.0529, s2.acc: 92.8602, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0610, loss: 1.3708 2022-09-17 06:43:03,910 - mmdet - INFO - Epoch [3][6950/7330] lr: 1.000e-04, eta: 1 day, 14:01:09, time: 0.570, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2293, s0.acc: 92.7910, s0.loss_bbox: 0.2751, s0.loss_mask: 0.2602, s1.loss_cls: 0.1095, s1.acc: 92.9086, s1.loss_bbox: 0.1203, s1.loss_mask: 0.1290, s2.loss_cls: 0.0519, s2.acc: 93.0393, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0612, loss: 1.3484 2022-09-17 06:43:31,838 - mmdet - INFO - Epoch [3][7000/7330] lr: 1.000e-04, eta: 1 day, 14:00:37, time: 0.559, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2343, s0.acc: 92.5986, s0.loss_bbox: 0.2873, s0.loss_mask: 0.2636, s1.loss_cls: 0.1113, s1.acc: 92.7380, s1.loss_bbox: 0.1253, s1.loss_mask: 0.1300, s2.loss_cls: 0.0519, s2.acc: 93.0320, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0617, loss: 1.3852 2022-09-17 06:44:00,018 - mmdet - INFO - Epoch [3][7050/7330] lr: 1.000e-04, eta: 1 day, 14:00:08, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2212, s0.acc: 92.8494, s0.loss_bbox: 0.2759, s0.loss_mask: 0.2536, s1.loss_cls: 0.1047, s1.acc: 92.9654, s1.loss_bbox: 0.1208, s1.loss_mask: 0.1264, s2.loss_cls: 0.0500, s2.acc: 93.1975, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0601, loss: 1.3301 2022-09-17 06:44:28,353 - mmdet - INFO - Epoch [3][7100/7330] lr: 1.000e-04, eta: 1 day, 13:59:41, time: 0.567, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2235, s0.acc: 92.8008, s0.loss_bbox: 0.2814, s0.loss_mask: 0.2569, s1.loss_cls: 0.1068, s1.acc: 92.9510, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1267, s2.loss_cls: 0.0504, s2.acc: 93.1771, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0592, loss: 1.3444 2022-09-17 06:44:56,580 - mmdet - INFO - Epoch [3][7150/7330] lr: 1.000e-04, eta: 1 day, 13:59:13, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2169, s0.acc: 92.8662, s0.loss_bbox: 0.2784, s0.loss_mask: 0.2562, s1.loss_cls: 0.1040, s1.acc: 92.9908, s1.loss_bbox: 0.1217, s1.loss_mask: 0.1247, s2.loss_cls: 0.0497, s2.acc: 93.1713, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0586, loss: 1.3263 2022-09-17 06:45:24,786 - mmdet - INFO - Epoch [3][7200/7330] lr: 1.000e-04, eta: 1 day, 13:58:44, time: 0.564, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2210, s0.acc: 92.8547, s0.loss_bbox: 0.2769, s0.loss_mask: 0.2586, s1.loss_cls: 0.1068, s1.acc: 92.9622, s1.loss_bbox: 0.1222, s1.loss_mask: 0.1286, s2.loss_cls: 0.0507, s2.acc: 93.0871, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0609, loss: 1.3449 2022-09-17 06:45:53,236 - mmdet - INFO - Epoch [3][7250/7330] lr: 1.000e-04, eta: 1 day, 13:58:18, time: 0.569, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2326, s0.acc: 92.6704, s0.loss_bbox: 0.2842, s0.loss_mask: 0.2584, s1.loss_cls: 0.1103, s1.acc: 92.8592, s1.loss_bbox: 0.1251, s1.loss_mask: 0.1280, s2.loss_cls: 0.0518, s2.acc: 93.0949, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0605, loss: 1.3766 2022-09-17 06:46:21,370 - mmdet - INFO - Epoch [3][7300/7330] lr: 1.000e-04, eta: 1 day, 13:57:49, time: 0.563, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2283, s0.acc: 92.6938, s0.loss_bbox: 0.2812, s0.loss_mask: 0.2612, s1.loss_cls: 0.1085, s1.acc: 92.7504, s1.loss_bbox: 0.1234, s1.loss_mask: 0.1302, s2.loss_cls: 0.0513, s2.acc: 92.9255, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0618, loss: 1.3637 2022-09-17 06:46:47,301 - mmdet - INFO - Saving checkpoint at 3 epochs 2022-09-17 06:48:39,540 - mmdet - INFO - Evaluating bbox... 2022-09-17 06:49:13,797 - 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 ] = 0.580 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.425 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.227 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.421 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.538 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.545 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.545 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.545 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.340 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 ] = 0.708 2022-09-17 06:49:13,798 - mmdet - INFO - Evaluating segm... 2022-09-17 06:49:51,707 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.349 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.556 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.373 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.159 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.373 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.533 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.478 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.478 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.478 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.275 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 ] = 0.648 2022-09-17 06:49:52,304 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 06:49:52,304 - mmdet - INFO - Epoch(val) [3][313] bbox_mAP: 0.3950, bbox_mAP_50: 0.5800, bbox_mAP_75: 0.4250, bbox_mAP_s: 0.2270, bbox_mAP_m: 0.4210, bbox_mAP_l: 0.5380, bbox_mAP_copypaste: 0.395 0.580 0.425 0.227 0.421 0.538, segm_mAP: 0.3490, segm_mAP_50: 0.5560, segm_mAP_75: 0.3730, segm_mAP_s: 0.1590, segm_mAP_m: 0.3730, segm_mAP_l: 0.5330, segm_mAP_copypaste: 0.349 0.556 0.373 0.159 0.373 0.533 2022-09-17 06:51:54,239 - mmdet - INFO - Epoch [4][50/7330] lr: 1.000e-04, eta: 1 day, 14:11:05, time: 2.438, data_time: 1.866, memory: 12701, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2254, s0.acc: 92.7590, s0.loss_bbox: 0.2776, s0.loss_mask: 0.2520, s1.loss_cls: 0.1075, s1.acc: 92.8663, s1.loss_bbox: 0.1220, s1.loss_mask: 0.1250, s2.loss_cls: 0.0508, s2.acc: 93.0867, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0593, loss: 1.3370 2022-09-17 06:52:22,459 - mmdet - INFO - Epoch [4][100/7330] lr: 1.000e-04, eta: 1 day, 14:10:35, time: 0.564, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2207, s0.acc: 92.9102, s0.loss_bbox: 0.2764, s0.loss_mask: 0.2488, s1.loss_cls: 0.1040, s1.acc: 93.1607, s1.loss_bbox: 0.1217, s1.loss_mask: 0.1240, s2.loss_cls: 0.0490, s2.acc: 93.3637, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0583, loss: 1.3157 2022-09-17 06:52:50,786 - mmdet - INFO - Epoch [4][150/7330] lr: 1.000e-04, eta: 1 day, 14:10:05, time: 0.567, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2210, s0.acc: 92.9475, s0.loss_bbox: 0.2735, s0.loss_mask: 0.2591, s1.loss_cls: 0.1064, s1.acc: 93.0476, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1281, s2.loss_cls: 0.0499, s2.acc: 93.2767, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0609, loss: 1.3364 2022-09-17 06:53:18,632 - mmdet - INFO - Epoch [4][200/7330] lr: 1.000e-04, eta: 1 day, 14:09:30, time: 0.557, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2148, s0.acc: 92.9907, s0.loss_bbox: 0.2749, s0.loss_mask: 0.2546, s1.loss_cls: 0.1036, s1.acc: 93.0691, s1.loss_bbox: 0.1217, s1.loss_mask: 0.1263, s2.loss_cls: 0.0494, s2.acc: 93.1165, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0597, loss: 1.3223 2022-09-17 06:53:47,558 - mmdet - INFO - Epoch [4][250/7330] lr: 1.000e-04, eta: 1 day, 14:09:07, time: 0.578, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2268, s0.acc: 92.6523, s0.loss_bbox: 0.2809, s0.loss_mask: 0.2506, s1.loss_cls: 0.1077, s1.acc: 92.7773, s1.loss_bbox: 0.1232, s1.loss_mask: 0.1249, s2.loss_cls: 0.0519, s2.acc: 92.8685, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0589, loss: 1.3490 2022-09-17 06:54:15,667 - mmdet - INFO - Epoch [4][300/7330] lr: 1.000e-04, eta: 1 day, 14:08:36, time: 0.562, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2263, s0.acc: 92.5808, s0.loss_bbox: 0.2872, s0.loss_mask: 0.2528, s1.loss_cls: 0.1096, s1.acc: 92.6576, s1.loss_bbox: 0.1262, s1.loss_mask: 0.1258, s2.loss_cls: 0.0525, s2.acc: 92.8658, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0595, loss: 1.3605 2022-09-17 06:54:44,291 - mmdet - INFO - Epoch [4][350/7330] lr: 1.000e-04, eta: 1 day, 14:08:09, time: 0.572, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2246, s0.acc: 92.7039, s0.loss_bbox: 0.2841, s0.loss_mask: 0.2561, s1.loss_cls: 0.1057, s1.acc: 92.9269, s1.loss_bbox: 0.1268, s1.loss_mask: 0.1282, s2.loss_cls: 0.0510, s2.acc: 92.9115, s2.loss_bbox: 0.0482, s2.loss_mask: 0.0603, loss: 1.3584 2022-09-17 06:55:12,310 - mmdet - INFO - Epoch [4][400/7330] lr: 1.000e-04, eta: 1 day, 14:07:36, time: 0.560, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2176, s0.acc: 92.8821, s0.loss_bbox: 0.2782, s0.loss_mask: 0.2478, s1.loss_cls: 0.1052, s1.acc: 92.8475, s1.loss_bbox: 0.1233, s1.loss_mask: 0.1231, s2.loss_cls: 0.0500, s2.acc: 93.0880, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0582, loss: 1.3192 2022-09-17 06:55:39,995 - mmdet - INFO - Epoch [4][450/7330] lr: 1.000e-04, eta: 1 day, 14:07:00, time: 0.554, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2239, s0.acc: 92.9087, s0.loss_bbox: 0.2770, s0.loss_mask: 0.2513, s1.loss_cls: 0.1072, s1.acc: 93.0506, s1.loss_bbox: 0.1230, s1.loss_mask: 0.1259, s2.loss_cls: 0.0509, s2.acc: 93.1663, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0595, loss: 1.3384 2022-09-17 06:56:08,749 - mmdet - INFO - Epoch [4][500/7330] lr: 1.000e-04, eta: 1 day, 14:06:35, time: 0.575, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2334, s0.acc: 92.3792, s0.loss_bbox: 0.2885, s0.loss_mask: 0.2521, s1.loss_cls: 0.1123, s1.acc: 92.4323, s1.loss_bbox: 0.1284, s1.loss_mask: 0.1261, s2.loss_cls: 0.0536, s2.acc: 92.5005, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0594, loss: 1.3783 2022-09-17 06:56:36,763 - mmdet - INFO - Epoch [4][550/7330] lr: 1.000e-04, eta: 1 day, 14:06:03, time: 0.561, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2154, s0.acc: 93.0103, s0.loss_bbox: 0.2754, s0.loss_mask: 0.2539, s1.loss_cls: 0.1039, s1.acc: 93.0360, s1.loss_bbox: 0.1236, s1.loss_mask: 0.1262, s2.loss_cls: 0.0495, s2.acc: 93.1594, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0601, loss: 1.3303 2022-09-17 06:57:05,100 - mmdet - INFO - Epoch [4][600/7330] lr: 1.000e-04, eta: 1 day, 14:05:34, time: 0.567, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2219, s0.acc: 92.8577, s0.loss_bbox: 0.2792, s0.loss_mask: 0.2590, s1.loss_cls: 0.1059, s1.acc: 93.0293, s1.loss_bbox: 0.1243, s1.loss_mask: 0.1287, s2.loss_cls: 0.0506, s2.acc: 93.1027, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0607, loss: 1.3476 2022-09-17 06:57:33,084 - mmdet - INFO - Epoch [4][650/7330] lr: 1.000e-04, eta: 1 day, 14:05:01, time: 0.560, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2166, s0.acc: 93.0364, s0.loss_bbox: 0.2692, s0.loss_mask: 0.2518, s1.loss_cls: 0.1039, s1.acc: 93.1639, s1.loss_bbox: 0.1200, s1.loss_mask: 0.1244, s2.loss_cls: 0.0493, s2.acc: 93.2535, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0585, loss: 1.3077 2022-09-17 06:58:00,914 - mmdet - INFO - Epoch [4][700/7330] lr: 1.000e-04, eta: 1 day, 14:04:26, time: 0.557, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2111, s0.acc: 93.1807, s0.loss_bbox: 0.2673, s0.loss_mask: 0.2487, s1.loss_cls: 0.0987, s1.acc: 93.4128, s1.loss_bbox: 0.1185, s1.loss_mask: 0.1232, s2.loss_cls: 0.0471, s2.acc: 93.5311, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0581, loss: 1.2860 2022-09-17 06:58:29,292 - mmdet - INFO - Epoch [4][750/7330] lr: 1.000e-04, eta: 1 day, 14:03:57, time: 0.568, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2165, s0.acc: 92.9360, s0.loss_bbox: 0.2776, s0.loss_mask: 0.2533, s1.loss_cls: 0.1031, s1.acc: 93.1090, s1.loss_bbox: 0.1220, s1.loss_mask: 0.1264, s2.loss_cls: 0.0495, s2.acc: 93.2730, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0599, loss: 1.3272 2022-09-17 06:58:57,212 - mmdet - INFO - Epoch [4][800/7330] lr: 1.000e-04, eta: 1 day, 14:03:23, time: 0.558, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2175, s0.acc: 92.9761, s0.loss_bbox: 0.2711, s0.loss_mask: 0.2543, s1.loss_cls: 0.1060, s1.acc: 92.9394, s1.loss_bbox: 0.1212, s1.loss_mask: 0.1263, s2.loss_cls: 0.0506, s2.acc: 93.0042, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0592, loss: 1.3234 2022-09-17 06:59:25,637 - mmdet - INFO - Epoch [4][850/7330] lr: 1.000e-04, eta: 1 day, 14:02:55, time: 0.569, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2130, s0.acc: 93.0789, s0.loss_bbox: 0.2747, s0.loss_mask: 0.2553, s1.loss_cls: 0.1013, s1.acc: 93.2353, s1.loss_bbox: 0.1210, s1.loss_mask: 0.1274, s2.loss_cls: 0.0489, s2.acc: 93.2906, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0605, loss: 1.3176 2022-09-17 06:59:53,763 - mmdet - INFO - Epoch [4][900/7330] lr: 1.000e-04, eta: 1 day, 14:02:24, time: 0.562, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2200, s0.acc: 92.8789, s0.loss_bbox: 0.2783, s0.loss_mask: 0.2504, s1.loss_cls: 0.1048, s1.acc: 93.0145, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1251, s2.loss_cls: 0.0499, s2.acc: 93.2027, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0591, loss: 1.3298 2022-09-17 07:00:21,009 - mmdet - INFO - Epoch [4][950/7330] lr: 1.000e-04, eta: 1 day, 14:01:43, time: 0.545, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2217, s0.acc: 92.8423, s0.loss_bbox: 0.2832, s0.loss_mask: 0.2501, s1.loss_cls: 0.1050, s1.acc: 92.9833, s1.loss_bbox: 0.1235, s1.loss_mask: 0.1245, s2.loss_cls: 0.0501, s2.acc: 93.1500, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0590, loss: 1.3380 2022-09-17 07:00:48,931 - mmdet - INFO - Epoch [4][1000/7330] lr: 1.000e-04, eta: 1 day, 14:01:09, time: 0.558, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2027, s0.acc: 93.3860, s0.loss_bbox: 0.2642, s0.loss_mask: 0.2530, s1.loss_cls: 0.0957, s1.acc: 93.6383, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1254, s2.loss_cls: 0.0457, s2.acc: 93.8104, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0597, loss: 1.2803 2022-09-17 07:01:16,965 - mmdet - INFO - Epoch [4][1050/7330] lr: 1.000e-04, eta: 1 day, 14:00:37, time: 0.561, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1987, s0.acc: 93.4177, s0.loss_bbox: 0.2626, s0.loss_mask: 0.2488, s1.loss_cls: 0.0933, s1.acc: 93.5810, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1228, s2.loss_cls: 0.0451, s2.acc: 93.6485, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0577, loss: 1.2555 2022-09-17 07:01:45,061 - mmdet - INFO - Epoch [4][1100/7330] lr: 1.000e-04, eta: 1 day, 14:00:06, time: 0.562, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2187, s0.acc: 93.0054, s0.loss_bbox: 0.2749, s0.loss_mask: 0.2599, s1.loss_cls: 0.1037, s1.acc: 93.1815, s1.loss_bbox: 0.1215, s1.loss_mask: 0.1278, s2.loss_cls: 0.0488, s2.acc: 93.3578, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0605, loss: 1.3328 2022-09-17 07:02:13,241 - mmdet - INFO - Epoch [4][1150/7330] lr: 1.000e-04, eta: 1 day, 13:59:35, time: 0.563, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2196, s0.acc: 92.9692, s0.loss_bbox: 0.2740, s0.loss_mask: 0.2558, s1.loss_cls: 0.1047, s1.acc: 93.1353, s1.loss_bbox: 0.1194, s1.loss_mask: 0.1271, s2.loss_cls: 0.0497, s2.acc: 93.3107, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0602, loss: 1.3230 2022-09-17 07:02:41,769 - mmdet - INFO - Epoch [4][1200/7330] lr: 1.000e-04, eta: 1 day, 13:59:08, time: 0.571, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2253, s0.acc: 92.6265, s0.loss_bbox: 0.2885, s0.loss_mask: 0.2615, s1.loss_cls: 0.1086, s1.acc: 92.7534, s1.loss_bbox: 0.1282, s1.loss_mask: 0.1309, s2.loss_cls: 0.0519, s2.acc: 92.8484, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0620, loss: 1.3826 2022-09-17 07:03:10,133 - mmdet - INFO - Epoch [4][1250/7330] lr: 1.000e-04, eta: 1 day, 13:58:39, time: 0.567, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2167, s0.acc: 92.9434, s0.loss_bbox: 0.2776, s0.loss_mask: 0.2560, s1.loss_cls: 0.1036, s1.acc: 93.0996, s1.loss_bbox: 0.1221, s1.loss_mask: 0.1252, s2.loss_cls: 0.0504, s2.acc: 93.1526, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0592, loss: 1.3297 2022-09-17 07:03:38,025 - mmdet - INFO - Epoch [4][1300/7330] lr: 1.000e-04, eta: 1 day, 13:58:05, time: 0.558, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2135, s0.acc: 93.1345, s0.loss_bbox: 0.2709, s0.loss_mask: 0.2516, s1.loss_cls: 0.1028, s1.acc: 93.2116, s1.loss_bbox: 0.1195, s1.loss_mask: 0.1252, s2.loss_cls: 0.0488, s2.acc: 93.3352, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0595, loss: 1.3082 2022-09-17 07:04:06,174 - mmdet - INFO - Epoch [4][1350/7330] lr: 1.000e-04, eta: 1 day, 13:57:34, time: 0.563, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2169, s0.acc: 92.9846, s0.loss_bbox: 0.2721, s0.loss_mask: 0.2527, s1.loss_cls: 0.1041, s1.acc: 93.0382, s1.loss_bbox: 0.1198, s1.loss_mask: 0.1243, s2.loss_cls: 0.0496, s2.acc: 93.1562, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0589, loss: 1.3127 2022-09-17 07:04:34,555 - mmdet - INFO - Epoch [4][1400/7330] lr: 1.000e-04, eta: 1 day, 13:57:05, time: 0.568, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2223, s0.acc: 92.8423, s0.loss_bbox: 0.2797, s0.loss_mask: 0.2532, s1.loss_cls: 0.1053, s1.acc: 92.9826, s1.loss_bbox: 0.1239, s1.loss_mask: 0.1255, s2.loss_cls: 0.0503, s2.acc: 93.1589, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0598, loss: 1.3428 2022-09-17 07:05:02,316 - mmdet - INFO - Epoch [4][1450/7330] lr: 1.000e-04, eta: 1 day, 13:56:30, time: 0.555, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2236, s0.acc: 92.7800, s0.loss_bbox: 0.2804, s0.loss_mask: 0.2536, s1.loss_cls: 0.1070, s1.acc: 92.9010, s1.loss_bbox: 0.1240, s1.loss_mask: 0.1262, s2.loss_cls: 0.0509, s2.acc: 93.0187, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0598, loss: 1.3468 2022-09-17 07:05:30,090 - mmdet - INFO - Epoch [4][1500/7330] lr: 1.000e-04, eta: 1 day, 13:55:55, time: 0.555, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2175, s0.acc: 92.8774, s0.loss_bbox: 0.2785, s0.loss_mask: 0.2508, s1.loss_cls: 0.1045, s1.acc: 93.0020, s1.loss_bbox: 0.1232, s1.loss_mask: 0.1251, s2.loss_cls: 0.0499, s2.acc: 93.1446, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0594, loss: 1.3311 2022-09-17 07:05:57,890 - mmdet - INFO - Epoch [4][1550/7330] lr: 1.000e-04, eta: 1 day, 13:55:20, time: 0.555, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2091, s0.acc: 93.2341, s0.loss_bbox: 0.2681, s0.loss_mask: 0.2524, s1.loss_cls: 0.1002, s1.acc: 93.3914, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1248, s2.loss_cls: 0.0479, s2.acc: 93.3959, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0589, loss: 1.2928 2022-09-17 07:06:26,244 - mmdet - INFO - Epoch [4][1600/7330] lr: 1.000e-04, eta: 1 day, 13:54:51, time: 0.567, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2243, s0.acc: 92.6887, s0.loss_bbox: 0.2878, s0.loss_mask: 0.2558, s1.loss_cls: 0.1071, s1.acc: 92.8146, s1.loss_bbox: 0.1256, s1.loss_mask: 0.1251, s2.loss_cls: 0.0507, s2.acc: 93.0682, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0596, loss: 1.3585 2022-09-17 07:06:54,490 - mmdet - INFO - Epoch [4][1650/7330] lr: 1.000e-04, eta: 1 day, 13:54:22, time: 0.566, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2174, s0.acc: 92.8777, s0.loss_bbox: 0.2811, s0.loss_mask: 0.2514, s1.loss_cls: 0.1045, s1.acc: 92.9421, s1.loss_bbox: 0.1254, s1.loss_mask: 0.1267, s2.loss_cls: 0.0505, s2.acc: 93.0342, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0601, loss: 1.3297 2022-09-17 07:07:22,279 - mmdet - INFO - Epoch [4][1700/7330] lr: 1.000e-04, eta: 1 day, 13:53:47, time: 0.556, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2203, s0.acc: 92.9089, s0.loss_bbox: 0.2744, s0.loss_mask: 0.2535, s1.loss_cls: 0.1066, s1.acc: 92.8831, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1260, s2.loss_cls: 0.0504, s2.acc: 93.0551, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0593, loss: 1.3301 2022-09-17 07:07:50,373 - mmdet - INFO - Epoch [4][1750/7330] lr: 1.000e-04, eta: 1 day, 13:53:16, time: 0.562, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2135, s0.acc: 93.0708, s0.loss_bbox: 0.2719, s0.loss_mask: 0.2472, s1.loss_cls: 0.1005, s1.acc: 93.2508, s1.loss_bbox: 0.1203, s1.loss_mask: 0.1238, s2.loss_cls: 0.0482, s2.acc: 93.3241, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0590, loss: 1.3014 2022-09-17 07:08:17,992 - mmdet - INFO - Epoch [4][1800/7330] lr: 1.000e-04, eta: 1 day, 13:52:40, time: 0.553, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2135, s0.acc: 93.0806, s0.loss_bbox: 0.2694, s0.loss_mask: 0.2530, s1.loss_cls: 0.1013, s1.acc: 93.1886, s1.loss_bbox: 0.1195, s1.loss_mask: 0.1257, s2.loss_cls: 0.0479, s2.acc: 93.3845, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0593, loss: 1.3075 2022-09-17 07:08:46,364 - mmdet - INFO - Epoch [4][1850/7330] lr: 1.000e-04, eta: 1 day, 13:52:10, time: 0.567, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2274, s0.acc: 92.7607, s0.loss_bbox: 0.2837, s0.loss_mask: 0.2539, s1.loss_cls: 0.1075, s1.acc: 92.9898, s1.loss_bbox: 0.1247, s1.loss_mask: 0.1252, s2.loss_cls: 0.0511, s2.acc: 93.1040, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0590, loss: 1.3553 2022-09-17 07:09:14,006 - mmdet - INFO - Epoch [4][1900/7330] lr: 1.000e-04, eta: 1 day, 13:51:35, time: 0.553, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2025, s0.acc: 93.3501, s0.loss_bbox: 0.2672, s0.loss_mask: 0.2493, s1.loss_cls: 0.0964, s1.acc: 93.4399, s1.loss_bbox: 0.1194, s1.loss_mask: 0.1244, s2.loss_cls: 0.0462, s2.acc: 93.5571, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0591, loss: 1.2805 2022-09-17 07:09:41,762 - mmdet - INFO - Epoch [4][1950/7330] lr: 1.000e-04, eta: 1 day, 13:51:00, time: 0.556, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2229, s0.acc: 92.7949, s0.loss_bbox: 0.2805, s0.loss_mask: 0.2553, s1.loss_cls: 0.1063, s1.acc: 92.8867, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1270, s2.loss_cls: 0.0500, s2.acc: 93.1691, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0600, loss: 1.3414 2022-09-17 07:10:09,657 - mmdet - INFO - Epoch [4][2000/7330] lr: 1.000e-04, eta: 1 day, 13:50:27, time: 0.558, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2055, s0.acc: 93.2456, s0.loss_bbox: 0.2737, s0.loss_mask: 0.2505, s1.loss_cls: 0.0986, s1.acc: 93.2685, s1.loss_bbox: 0.1206, s1.loss_mask: 0.1251, s2.loss_cls: 0.0474, s2.acc: 93.3257, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0590, loss: 1.2977 2022-09-17 07:10:37,560 - mmdet - INFO - Epoch [4][2050/7330] lr: 1.000e-04, eta: 1 day, 13:49:53, time: 0.558, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2221, s0.acc: 92.7708, s0.loss_bbox: 0.2802, s0.loss_mask: 0.2524, s1.loss_cls: 0.1069, s1.acc: 92.8009, s1.loss_bbox: 0.1225, s1.loss_mask: 0.1251, s2.loss_cls: 0.0507, s2.acc: 92.9198, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0593, loss: 1.3363 2022-09-17 07:11:05,366 - mmdet - INFO - Epoch [4][2100/7330] lr: 1.000e-04, eta: 1 day, 13:49:19, time: 0.556, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2103, s0.acc: 93.1816, s0.loss_bbox: 0.2693, s0.loss_mask: 0.2488, s1.loss_cls: 0.1006, s1.acc: 93.3444, s1.loss_bbox: 0.1206, s1.loss_mask: 0.1263, s2.loss_cls: 0.0480, s2.acc: 93.5235, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0603, loss: 1.2947 2022-09-17 07:11:33,086 - mmdet - INFO - Epoch [4][2150/7330] lr: 1.000e-04, eta: 1 day, 13:48:44, time: 0.554, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2265, s0.acc: 92.8044, s0.loss_bbox: 0.2778, s0.loss_mask: 0.2546, s1.loss_cls: 0.1097, s1.acc: 92.7842, s1.loss_bbox: 0.1229, s1.loss_mask: 0.1271, s2.loss_cls: 0.0519, s2.acc: 93.0827, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0608, loss: 1.3527 2022-09-17 07:12:00,777 - mmdet - INFO - Epoch [4][2200/7330] lr: 1.000e-04, eta: 1 day, 13:48:08, time: 0.553, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2128, s0.acc: 92.9817, s0.loss_bbox: 0.2682, s0.loss_mask: 0.2480, s1.loss_cls: 0.1023, s1.acc: 93.0541, s1.loss_bbox: 0.1202, s1.loss_mask: 0.1229, s2.loss_cls: 0.0486, s2.acc: 93.2545, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0584, loss: 1.2953 2022-09-17 07:12:29,077 - mmdet - INFO - Epoch [4][2250/7330] lr: 1.000e-04, eta: 1 day, 13:47:39, time: 0.567, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2231, s0.acc: 92.7336, s0.loss_bbox: 0.2867, s0.loss_mask: 0.2570, s1.loss_cls: 0.1067, s1.acc: 92.9280, s1.loss_bbox: 0.1266, s1.loss_mask: 0.1271, s2.loss_cls: 0.0512, s2.acc: 93.0301, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0600, loss: 1.3627 2022-09-17 07:12:57,217 - mmdet - INFO - Epoch [4][2300/7330] lr: 1.000e-04, eta: 1 day, 13:47:09, time: 0.563, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2085, s0.acc: 93.2332, s0.loss_bbox: 0.2704, s0.loss_mask: 0.2469, s1.loss_cls: 0.0998, s1.acc: 93.3683, s1.loss_bbox: 0.1200, s1.loss_mask: 0.1221, s2.loss_cls: 0.0478, s2.acc: 93.5205, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0579, loss: 1.2889 2022-09-17 07:13:25,570 - mmdet - INFO - Epoch [4][2350/7330] lr: 1.000e-04, eta: 1 day, 13:46:40, time: 0.567, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2130, s0.acc: 93.1594, s0.loss_bbox: 0.2686, s0.loss_mask: 0.2506, s1.loss_cls: 0.1018, s1.acc: 93.3196, s1.loss_bbox: 0.1191, s1.loss_mask: 0.1248, s2.loss_cls: 0.0486, s2.acc: 93.4732, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0591, loss: 1.2993 2022-09-17 07:13:53,427 - mmdet - INFO - Epoch [4][2400/7330] lr: 1.000e-04, eta: 1 day, 13:46:06, time: 0.557, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2107, s0.acc: 93.2898, s0.loss_bbox: 0.2591, s0.loss_mask: 0.2498, s1.loss_cls: 0.1019, s1.acc: 93.2989, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1246, s2.loss_cls: 0.0487, s2.acc: 93.4692, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0595, loss: 1.2805 2022-09-17 07:14:21,400 - mmdet - INFO - Epoch [4][2450/7330] lr: 1.000e-04, eta: 1 day, 13:45:34, time: 0.560, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2214, s0.acc: 92.8799, s0.loss_bbox: 0.2786, s0.loss_mask: 0.2538, s1.loss_cls: 0.1054, s1.acc: 92.9646, s1.loss_bbox: 0.1231, s1.loss_mask: 0.1262, s2.loss_cls: 0.0505, s2.acc: 93.1027, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0599, loss: 1.3419 2022-09-17 07:14:49,469 - mmdet - INFO - Epoch [4][2500/7330] lr: 1.000e-04, eta: 1 day, 13:45:02, time: 0.561, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2206, s0.acc: 92.9221, s0.loss_bbox: 0.2734, s0.loss_mask: 0.2514, s1.loss_cls: 0.1072, s1.acc: 92.9309, s1.loss_bbox: 0.1225, s1.loss_mask: 0.1254, s2.loss_cls: 0.0516, s2.acc: 92.9477, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0598, loss: 1.3271 2022-09-17 07:15:17,309 - mmdet - INFO - Epoch [4][2550/7330] lr: 1.000e-04, eta: 1 day, 13:44:29, time: 0.557, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2189, s0.acc: 92.9583, s0.loss_bbox: 0.2744, s0.loss_mask: 0.2494, s1.loss_cls: 0.1054, s1.acc: 92.9642, s1.loss_bbox: 0.1215, s1.loss_mask: 0.1241, s2.loss_cls: 0.0501, s2.acc: 93.1058, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0584, loss: 1.3158 2022-09-17 07:15:45,044 - mmdet - INFO - Epoch [4][2600/7330] lr: 1.000e-04, eta: 1 day, 13:43:52, time: 0.551, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2173, s0.acc: 92.8044, s0.loss_bbox: 0.2806, s0.loss_mask: 0.2570, s1.loss_cls: 0.1049, s1.acc: 92.9086, s1.loss_bbox: 0.1256, s1.loss_mask: 0.1279, s2.loss_cls: 0.0500, s2.acc: 92.9319, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0607, loss: 1.3452 2022-09-17 07:16:13,035 - mmdet - INFO - Epoch [4][2650/7330] lr: 1.000e-04, eta: 1 day, 13:43:20, time: 0.561, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2258, s0.acc: 92.4619, s0.loss_bbox: 0.2926, s0.loss_mask: 0.2531, s1.loss_cls: 0.1100, s1.acc: 92.4196, s1.loss_bbox: 0.1294, s1.loss_mask: 0.1260, s2.loss_cls: 0.0524, s2.acc: 92.5591, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0599, loss: 1.3745 2022-09-17 07:16:40,555 - mmdet - INFO - Epoch [4][2700/7330] lr: 1.000e-04, eta: 1 day, 13:42:45, time: 0.553, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2223, s0.acc: 92.8032, s0.loss_bbox: 0.2791, s0.loss_mask: 0.2575, s1.loss_cls: 0.1048, s1.acc: 93.0892, s1.loss_bbox: 0.1225, s1.loss_mask: 0.1289, s2.loss_cls: 0.0497, s2.acc: 93.2147, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0612, loss: 1.3417 2022-09-17 07:17:08,412 - mmdet - INFO - Epoch [4][2750/7330] lr: 1.000e-04, eta: 1 day, 13:42:11, time: 0.557, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2181, s0.acc: 92.9114, s0.loss_bbox: 0.2780, s0.loss_mask: 0.2529, s1.loss_cls: 0.1037, s1.acc: 93.0673, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1258, s2.loss_cls: 0.0497, s2.acc: 93.1638, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0598, loss: 1.3276 2022-09-17 07:17:36,077 - mmdet - INFO - Epoch [4][2800/7330] lr: 1.000e-04, eta: 1 day, 13:41:36, time: 0.554, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2069, s0.acc: 93.2268, s0.loss_bbox: 0.2704, s0.loss_mask: 0.2516, s1.loss_cls: 0.0987, s1.acc: 93.3644, s1.loss_bbox: 0.1198, s1.loss_mask: 0.1250, s2.loss_cls: 0.0472, s2.acc: 93.4972, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0591, loss: 1.2935 2022-09-17 07:18:03,818 - mmdet - INFO - Epoch [4][2850/7330] lr: 1.000e-04, eta: 1 day, 13:41:02, time: 0.554, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2097, s0.acc: 93.1545, s0.loss_bbox: 0.2754, s0.loss_mask: 0.2526, s1.loss_cls: 0.1001, s1.acc: 93.2445, s1.loss_bbox: 0.1213, s1.loss_mask: 0.1253, s2.loss_cls: 0.0485, s2.acc: 93.2285, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0594, loss: 1.3060 2022-09-17 07:18:32,280 - mmdet - INFO - Epoch [4][2900/7330] lr: 1.000e-04, eta: 1 day, 13:40:34, time: 0.569, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2154, s0.acc: 93.0317, s0.loss_bbox: 0.2729, s0.loss_mask: 0.2569, s1.loss_cls: 0.1025, s1.acc: 93.1508, s1.loss_bbox: 0.1216, s1.loss_mask: 0.1276, s2.loss_cls: 0.0489, s2.acc: 93.2343, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0604, loss: 1.3208 2022-09-17 07:19:00,591 - mmdet - INFO - Epoch [4][2950/7330] lr: 1.000e-04, eta: 1 day, 13:40:05, time: 0.566, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2156, s0.acc: 93.1052, s0.loss_bbox: 0.2708, s0.loss_mask: 0.2476, s1.loss_cls: 0.1033, s1.acc: 93.1078, s1.loss_bbox: 0.1211, s1.loss_mask: 0.1228, s2.loss_cls: 0.0495, s2.acc: 93.2002, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0579, loss: 1.3060 2022-09-17 07:19:29,004 - mmdet - INFO - Epoch [4][3000/7330] lr: 1.000e-04, eta: 1 day, 13:39:37, time: 0.568, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2329, s0.acc: 92.4641, s0.loss_bbox: 0.2873, s0.loss_mask: 0.2517, s1.loss_cls: 0.1100, s1.acc: 92.6930, s1.loss_bbox: 0.1257, s1.loss_mask: 0.1258, s2.loss_cls: 0.0530, s2.acc: 92.7839, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0598, loss: 1.3706 2022-09-17 07:19:56,897 - mmdet - INFO - Epoch [4][3050/7330] lr: 1.000e-04, eta: 1 day, 13:39:04, time: 0.558, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2193, s0.acc: 92.8215, s0.loss_bbox: 0.2843, s0.loss_mask: 0.2572, s1.loss_cls: 0.1058, s1.acc: 92.8572, s1.loss_bbox: 0.1255, s1.loss_mask: 0.1280, s2.loss_cls: 0.0507, s2.acc: 92.9751, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0613, loss: 1.3530 2022-09-17 07:20:24,888 - mmdet - INFO - Epoch [4][3100/7330] lr: 1.000e-04, eta: 1 day, 13:38:32, time: 0.560, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2251, s0.acc: 92.7046, s0.loss_bbox: 0.2819, s0.loss_mask: 0.2597, s1.loss_cls: 0.1086, s1.acc: 92.7897, s1.loss_bbox: 0.1264, s1.loss_mask: 0.1296, s2.loss_cls: 0.0516, s2.acc: 92.9242, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0612, loss: 1.3686 2022-09-17 07:20:52,913 - mmdet - INFO - Epoch [4][3150/7330] lr: 1.000e-04, eta: 1 day, 13:38:00, time: 0.560, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2136, s0.acc: 93.0486, s0.loss_bbox: 0.2712, s0.loss_mask: 0.2532, s1.loss_cls: 0.1029, s1.acc: 93.1784, s1.loss_bbox: 0.1203, s1.loss_mask: 0.1263, s2.loss_cls: 0.0496, s2.acc: 93.2387, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0598, loss: 1.3124 2022-09-17 07:21:21,180 - mmdet - INFO - Epoch [4][3200/7330] lr: 1.000e-04, eta: 1 day, 13:37:31, time: 0.566, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2205, s0.acc: 92.8638, s0.loss_bbox: 0.2715, s0.loss_mask: 0.2573, s1.loss_cls: 0.1065, s1.acc: 92.9073, s1.loss_bbox: 0.1209, s1.loss_mask: 0.1263, s2.loss_cls: 0.0509, s2.acc: 93.1359, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0597, loss: 1.3320 2022-09-17 07:21:49,283 - mmdet - INFO - Epoch [4][3250/7330] lr: 1.000e-04, eta: 1 day, 13:37:00, time: 0.562, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2119, s0.acc: 93.2229, s0.loss_bbox: 0.2661, s0.loss_mask: 0.2463, s1.loss_cls: 0.1015, s1.acc: 93.3119, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1224, s2.loss_cls: 0.0483, s2.acc: 93.4448, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0577, loss: 1.2858 2022-09-17 07:22:17,450 - mmdet - INFO - Epoch [4][3300/7330] lr: 1.000e-04, eta: 1 day, 13:36:30, time: 0.563, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2184, s0.acc: 92.9438, s0.loss_bbox: 0.2703, s0.loss_mask: 0.2474, s1.loss_cls: 0.1054, s1.acc: 92.9895, s1.loss_bbox: 0.1218, s1.loss_mask: 0.1240, s2.loss_cls: 0.0507, s2.acc: 93.0580, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0591, loss: 1.3120 2022-09-17 07:22:45,540 - mmdet - INFO - Epoch [4][3350/7330] lr: 1.000e-04, eta: 1 day, 13:35:58, time: 0.562, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2212, s0.acc: 92.8633, s0.loss_bbox: 0.2778, s0.loss_mask: 0.2598, s1.loss_cls: 0.1063, s1.acc: 92.8472, s1.loss_bbox: 0.1237, s1.loss_mask: 0.1284, s2.loss_cls: 0.0511, s2.acc: 92.9781, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0607, loss: 1.3482 2022-09-17 07:23:13,958 - mmdet - INFO - Epoch [4][3400/7330] lr: 1.000e-04, eta: 1 day, 13:35:31, time: 0.569, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2201, s0.acc: 92.9431, s0.loss_bbox: 0.2733, s0.loss_mask: 0.2543, s1.loss_cls: 0.1046, s1.acc: 93.1200, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1264, s2.loss_cls: 0.0506, s2.acc: 93.1762, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0603, loss: 1.3340 2022-09-17 07:23:41,790 - mmdet - INFO - Epoch [4][3450/7330] lr: 1.000e-04, eta: 1 day, 13:34:57, time: 0.557, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2096, s0.acc: 93.1624, s0.loss_bbox: 0.2682, s0.loss_mask: 0.2507, s1.loss_cls: 0.1000, s1.acc: 93.2867, s1.loss_bbox: 0.1216, s1.loss_mask: 0.1246, s2.loss_cls: 0.0488, s2.acc: 93.2393, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0590, loss: 1.3006 2022-09-17 07:24:09,353 - mmdet - INFO - Epoch [4][3500/7330] lr: 1.000e-04, eta: 1 day, 13:34:21, time: 0.551, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2139, s0.acc: 93.1292, s0.loss_bbox: 0.2706, s0.loss_mask: 0.2495, s1.loss_cls: 0.1012, s1.acc: 93.2935, s1.loss_bbox: 0.1205, s1.loss_mask: 0.1252, s2.loss_cls: 0.0486, s2.acc: 93.2681, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0594, loss: 1.3029 2022-09-17 07:24:37,214 - mmdet - INFO - Epoch [4][3550/7330] lr: 1.000e-04, eta: 1 day, 13:33:48, time: 0.557, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2068, s0.acc: 93.2500, s0.loss_bbox: 0.2595, s0.loss_mask: 0.2462, s1.loss_cls: 0.0991, s1.acc: 93.3915, s1.loss_bbox: 0.1169, s1.loss_mask: 0.1223, s2.loss_cls: 0.0476, s2.acc: 93.4808, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0578, loss: 1.2651 2022-09-17 07:25:04,802 - mmdet - INFO - Epoch [4][3600/7330] lr: 1.000e-04, eta: 1 day, 13:33:13, time: 0.552, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2144, s0.acc: 92.9463, s0.loss_bbox: 0.2728, s0.loss_mask: 0.2560, s1.loss_cls: 0.1029, s1.acc: 93.0925, s1.loss_bbox: 0.1217, s1.loss_mask: 0.1249, s2.loss_cls: 0.0494, s2.acc: 93.2640, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0590, loss: 1.3174 2022-09-17 07:25:32,081 - mmdet - INFO - Epoch [4][3650/7330] lr: 1.000e-04, eta: 1 day, 13:32:34, time: 0.545, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2180, s0.acc: 92.9424, s0.loss_bbox: 0.2762, s0.loss_mask: 0.2587, s1.loss_cls: 0.1046, s1.acc: 92.9942, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1292, s2.loss_cls: 0.0496, s2.acc: 93.1589, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0615, loss: 1.3380 2022-09-17 07:26:00,271 - mmdet - INFO - Epoch [4][3700/7330] lr: 1.000e-04, eta: 1 day, 13:32:04, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2217, s0.acc: 92.7756, s0.loss_bbox: 0.2769, s0.loss_mask: 0.2519, s1.loss_cls: 0.1066, s1.acc: 92.8000, s1.loss_bbox: 0.1246, s1.loss_mask: 0.1259, s2.loss_cls: 0.0516, s2.acc: 92.8704, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0604, loss: 1.3361 2022-09-17 07:26:27,724 - mmdet - INFO - Epoch [4][3750/7330] lr: 1.000e-04, eta: 1 day, 13:31:27, time: 0.549, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2075, s0.acc: 93.1223, s0.loss_bbox: 0.2662, s0.loss_mask: 0.2503, s1.loss_cls: 0.0994, s1.acc: 93.2596, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1259, s2.loss_cls: 0.0479, s2.acc: 93.4931, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0597, loss: 1.2906 2022-09-17 07:26:55,489 - mmdet - INFO - Epoch [4][3800/7330] lr: 1.000e-04, eta: 1 day, 13:30:54, time: 0.556, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2153, s0.acc: 93.0422, s0.loss_bbox: 0.2749, s0.loss_mask: 0.2575, s1.loss_cls: 0.1037, s1.acc: 93.1849, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1286, s2.loss_cls: 0.0493, s2.acc: 93.2563, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0606, loss: 1.3282 2022-09-17 07:27:23,479 - mmdet - INFO - Epoch [4][3850/7330] lr: 1.000e-04, eta: 1 day, 13:30:22, time: 0.560, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2200, s0.acc: 92.9968, s0.loss_bbox: 0.2728, s0.loss_mask: 0.2539, s1.loss_cls: 0.1048, s1.acc: 93.1272, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1261, s2.loss_cls: 0.0502, s2.acc: 93.2967, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0598, loss: 1.3250 2022-09-17 07:27:51,715 - mmdet - INFO - Epoch [4][3900/7330] lr: 1.000e-04, eta: 1 day, 13:29:52, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2076, s0.acc: 93.2805, s0.loss_bbox: 0.2680, s0.loss_mask: 0.2449, s1.loss_cls: 0.0997, s1.acc: 93.3659, s1.loss_bbox: 0.1194, s1.loss_mask: 0.1227, s2.loss_cls: 0.0477, s2.acc: 93.4933, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0583, loss: 1.2805 2022-09-17 07:28:20,028 - mmdet - INFO - Epoch [4][3950/7330] lr: 1.000e-04, eta: 1 day, 13:29:23, time: 0.567, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2094, s0.acc: 93.1663, s0.loss_bbox: 0.2729, s0.loss_mask: 0.2496, s1.loss_cls: 0.1008, s1.acc: 93.2887, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1248, s2.loss_cls: 0.0491, s2.acc: 93.1362, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0590, loss: 1.3039 2022-09-17 07:28:48,421 - mmdet - INFO - Epoch [4][4000/7330] lr: 1.000e-04, eta: 1 day, 13:28:55, time: 0.568, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2228, s0.acc: 92.7644, s0.loss_bbox: 0.2800, s0.loss_mask: 0.2552, s1.loss_cls: 0.1068, s1.acc: 92.8544, s1.loss_bbox: 0.1244, s1.loss_mask: 0.1281, s2.loss_cls: 0.0509, s2.acc: 93.0250, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0607, loss: 1.3505 2022-09-17 07:29:16,847 - mmdet - INFO - Epoch [4][4050/7330] lr: 1.000e-04, eta: 1 day, 13:28:28, time: 0.569, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2185, s0.acc: 92.8943, s0.loss_bbox: 0.2817, s0.loss_mask: 0.2512, s1.loss_cls: 0.1056, s1.acc: 92.8797, s1.loss_bbox: 0.1251, s1.loss_mask: 0.1243, s2.loss_cls: 0.0503, s2.acc: 93.0666, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0591, loss: 1.3325 2022-09-17 07:29:45,228 - mmdet - INFO - Epoch [4][4100/7330] lr: 1.000e-04, eta: 1 day, 13:27:59, time: 0.568, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2225, s0.acc: 92.9268, s0.loss_bbox: 0.2756, s0.loss_mask: 0.2542, s1.loss_cls: 0.1064, s1.acc: 93.0700, s1.loss_bbox: 0.1233, s1.loss_mask: 0.1263, s2.loss_cls: 0.0505, s2.acc: 93.1958, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0601, loss: 1.3357 2022-09-17 07:30:13,192 - mmdet - INFO - Epoch [4][4150/7330] lr: 1.000e-04, eta: 1 day, 13:27:27, time: 0.559, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2177, s0.acc: 92.9763, s0.loss_bbox: 0.2740, s0.loss_mask: 0.2488, s1.loss_cls: 0.1034, s1.acc: 93.1168, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1243, s2.loss_cls: 0.0497, s2.acc: 93.2452, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0592, loss: 1.3152 2022-09-17 07:30:41,760 - mmdet - INFO - Epoch [4][4200/7330] lr: 1.000e-04, eta: 1 day, 13:27:01, time: 0.571, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2245, s0.acc: 92.7795, s0.loss_bbox: 0.2867, s0.loss_mask: 0.2520, s1.loss_cls: 0.1072, s1.acc: 92.8618, s1.loss_bbox: 0.1264, s1.loss_mask: 0.1250, s2.loss_cls: 0.0515, s2.acc: 92.9615, s2.loss_bbox: 0.0481, s2.loss_mask: 0.0592, loss: 1.3506 2022-09-17 07:31:10,354 - mmdet - INFO - Epoch [4][4250/7330] lr: 1.000e-04, eta: 1 day, 13:26:35, time: 0.572, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2232, s0.acc: 92.7305, s0.loss_bbox: 0.2811, s0.loss_mask: 0.2491, s1.loss_cls: 0.1072, s1.acc: 92.8475, s1.loss_bbox: 0.1258, s1.loss_mask: 0.1251, s2.loss_cls: 0.0511, s2.acc: 92.8969, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0595, loss: 1.3421 2022-09-17 07:31:38,645 - mmdet - INFO - Epoch [4][4300/7330] lr: 1.000e-04, eta: 1 day, 13:26:06, time: 0.566, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2131, s0.acc: 93.0212, s0.loss_bbox: 0.2728, s0.loss_mask: 0.2497, s1.loss_cls: 0.1032, s1.acc: 92.9564, s1.loss_bbox: 0.1210, s1.loss_mask: 0.1250, s2.loss_cls: 0.0504, s2.acc: 92.9805, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0594, loss: 1.3073 2022-09-17 07:32:07,201 - mmdet - INFO - Epoch [4][4350/7330] lr: 1.000e-04, eta: 1 day, 13:25:39, time: 0.570, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2272, s0.acc: 92.5789, s0.loss_bbox: 0.2939, s0.loss_mask: 0.2490, s1.loss_cls: 0.1076, s1.acc: 92.7839, s1.loss_bbox: 0.1294, s1.loss_mask: 0.1240, s2.loss_cls: 0.0508, s2.acc: 92.9059, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0584, loss: 1.3621 2022-09-17 07:32:35,252 - mmdet - INFO - Epoch [4][4400/7330] lr: 1.000e-04, eta: 1 day, 13:25:08, time: 0.562, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2198, s0.acc: 92.9546, s0.loss_bbox: 0.2752, s0.loss_mask: 0.2474, s1.loss_cls: 0.1059, s1.acc: 93.0102, s1.loss_bbox: 0.1231, s1.loss_mask: 0.1239, s2.loss_cls: 0.0507, s2.acc: 93.1381, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0590, loss: 1.3213 2022-09-17 07:33:03,321 - mmdet - INFO - Epoch [4][4450/7330] lr: 1.000e-04, eta: 1 day, 13:24:36, time: 0.560, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2178, s0.acc: 92.9036, s0.loss_bbox: 0.2762, s0.loss_mask: 0.2506, s1.loss_cls: 0.1036, s1.acc: 93.1084, s1.loss_bbox: 0.1233, s1.loss_mask: 0.1257, s2.loss_cls: 0.0501, s2.acc: 93.1173, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0598, loss: 1.3239 2022-09-17 07:33:30,673 - mmdet - INFO - Epoch [4][4500/7330] lr: 1.000e-04, eta: 1 day, 13:23:59, time: 0.548, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2238, s0.acc: 92.8054, s0.loss_bbox: 0.2828, s0.loss_mask: 0.2564, s1.loss_cls: 0.1063, s1.acc: 92.9816, s1.loss_bbox: 0.1232, s1.loss_mask: 0.1263, s2.loss_cls: 0.0504, s2.acc: 93.1989, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0593, loss: 1.3516 2022-09-17 07:33:58,815 - mmdet - INFO - Epoch [4][4550/7330] lr: 1.000e-04, eta: 1 day, 13:23:29, time: 0.563, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2067, s0.acc: 93.2693, s0.loss_bbox: 0.2670, s0.loss_mask: 0.2390, s1.loss_cls: 0.0989, s1.acc: 93.4521, s1.loss_bbox: 0.1208, s1.loss_mask: 0.1203, s2.loss_cls: 0.0481, s2.acc: 93.4361, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0571, loss: 1.2726 2022-09-17 07:34:26,591 - mmdet - INFO - Epoch [4][4600/7330] lr: 1.000e-04, eta: 1 day, 13:22:55, time: 0.555, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2131, s0.acc: 93.2300, s0.loss_bbox: 0.2678, s0.loss_mask: 0.2519, s1.loss_cls: 0.1005, s1.acc: 93.3657, s1.loss_bbox: 0.1187, s1.loss_mask: 0.1264, s2.loss_cls: 0.0477, s2.acc: 93.5968, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0596, loss: 1.2997 2022-09-17 07:34:54,747 - mmdet - INFO - Epoch [4][4650/7330] lr: 1.000e-04, eta: 1 day, 13:22:25, time: 0.563, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2289, s0.acc: 92.6631, s0.loss_bbox: 0.2837, s0.loss_mask: 0.2549, s1.loss_cls: 0.1099, s1.acc: 92.6371, s1.loss_bbox: 0.1254, s1.loss_mask: 0.1265, s2.loss_cls: 0.0530, s2.acc: 92.7063, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0594, loss: 1.3647 2022-09-17 07:35:22,910 - mmdet - INFO - Epoch [4][4700/7330] lr: 1.000e-04, eta: 1 day, 13:21:55, time: 0.563, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2244, s0.acc: 92.7917, s0.loss_bbox: 0.2771, s0.loss_mask: 0.2559, s1.loss_cls: 0.1064, s1.acc: 92.9935, s1.loss_bbox: 0.1222, s1.loss_mask: 0.1266, s2.loss_cls: 0.0514, s2.acc: 92.9898, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0593, loss: 1.3411 2022-09-17 07:35:50,669 - mmdet - INFO - Epoch [4][4750/7330] lr: 1.000e-04, eta: 1 day, 13:21:22, time: 0.556, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2116, s0.acc: 93.2991, s0.loss_bbox: 0.2646, s0.loss_mask: 0.2507, s1.loss_cls: 0.1006, s1.acc: 93.4267, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1251, s2.loss_cls: 0.0481, s2.acc: 93.5292, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0592, loss: 1.2929 2022-09-17 07:36:18,509 - mmdet - INFO - Epoch [4][4800/7330] lr: 1.000e-04, eta: 1 day, 13:20:49, time: 0.557, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2025, s0.acc: 93.3401, s0.loss_bbox: 0.2637, s0.loss_mask: 0.2533, s1.loss_cls: 0.0981, s1.acc: 93.4121, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1259, s2.loss_cls: 0.0470, s2.acc: 93.3886, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0598, loss: 1.2809 2022-09-17 07:36:46,480 - mmdet - INFO - Epoch [4][4850/7330] lr: 1.000e-04, eta: 1 day, 13:20:17, time: 0.559, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2273, s0.acc: 92.7085, s0.loss_bbox: 0.2775, s0.loss_mask: 0.2490, s1.loss_cls: 0.1080, s1.acc: 92.8486, s1.loss_bbox: 0.1235, s1.loss_mask: 0.1246, s2.loss_cls: 0.0515, s2.acc: 92.9312, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0592, loss: 1.3441 2022-09-17 07:37:14,437 - mmdet - INFO - Epoch [4][4900/7330] lr: 1.000e-04, eta: 1 day, 13:19:45, time: 0.559, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2262, s0.acc: 92.8284, s0.loss_bbox: 0.2775, s0.loss_mask: 0.2514, s1.loss_cls: 0.1083, s1.acc: 92.8903, s1.loss_bbox: 0.1227, s1.loss_mask: 0.1246, s2.loss_cls: 0.0516, s2.acc: 92.9985, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0592, loss: 1.3419 2022-09-17 07:37:42,495 - mmdet - INFO - Epoch [4][4950/7330] lr: 1.000e-04, eta: 1 day, 13:19:14, time: 0.561, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2049, s0.acc: 93.3997, s0.loss_bbox: 0.2623, s0.loss_mask: 0.2357, s1.loss_cls: 0.0973, s1.acc: 93.5165, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1183, s2.loss_cls: 0.0463, s2.acc: 93.5368, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0564, loss: 1.2468 2022-09-17 07:38:10,981 - mmdet - INFO - Epoch [4][5000/7330] lr: 1.000e-04, eta: 1 day, 13:18:47, time: 0.570, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2217, s0.acc: 92.8123, s0.loss_bbox: 0.2811, s0.loss_mask: 0.2471, s1.loss_cls: 0.1055, s1.acc: 93.0154, s1.loss_bbox: 0.1245, s1.loss_mask: 0.1222, s2.loss_cls: 0.0509, s2.acc: 92.9728, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0579, loss: 1.3282 2022-09-17 07:38:38,749 - mmdet - INFO - Epoch [4][5050/7330] lr: 1.000e-04, eta: 1 day, 13:18:13, time: 0.555, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2135, s0.acc: 93.1479, s0.loss_bbox: 0.2728, s0.loss_mask: 0.2479, s1.loss_cls: 0.1010, s1.acc: 93.2449, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1232, s2.loss_cls: 0.0485, s2.acc: 93.3110, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0590, loss: 1.3028 2022-09-17 07:39:06,744 - mmdet - INFO - Epoch [4][5100/7330] lr: 1.000e-04, eta: 1 day, 13:17:42, time: 0.560, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.2185, s0.acc: 92.8594, s0.loss_bbox: 0.2800, s0.loss_mask: 0.2600, s1.loss_cls: 0.1041, s1.acc: 92.9744, s1.loss_bbox: 0.1234, s1.loss_mask: 0.1300, s2.loss_cls: 0.0504, s2.acc: 93.0977, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0612, loss: 1.3396 2022-09-17 07:39:34,285 - mmdet - INFO - Epoch [4][5150/7330] lr: 1.000e-04, eta: 1 day, 13:17:07, time: 0.551, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2283, s0.acc: 92.6653, s0.loss_bbox: 0.2853, s0.loss_mask: 0.2553, s1.loss_cls: 0.1082, s1.acc: 92.8573, s1.loss_bbox: 0.1250, s1.loss_mask: 0.1278, s2.loss_cls: 0.0518, s2.acc: 92.9784, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0602, loss: 1.3590 2022-09-17 07:40:02,799 - mmdet - INFO - Epoch [4][5200/7330] lr: 1.000e-04, eta: 1 day, 13:16:40, time: 0.570, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2132, s0.acc: 93.1301, s0.loss_bbox: 0.2659, s0.loss_mask: 0.2523, s1.loss_cls: 0.1024, s1.acc: 93.2009, s1.loss_bbox: 0.1193, s1.loss_mask: 0.1268, s2.loss_cls: 0.0488, s2.acc: 93.3108, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0606, loss: 1.3021 2022-09-17 07:40:31,018 - mmdet - INFO - Epoch [4][5250/7330] lr: 1.000e-04, eta: 1 day, 13:16:10, time: 0.565, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2271, s0.acc: 92.6387, s0.loss_bbox: 0.2845, s0.loss_mask: 0.2525, s1.loss_cls: 0.1083, s1.acc: 92.9020, s1.loss_bbox: 0.1272, s1.loss_mask: 0.1255, s2.loss_cls: 0.0514, s2.acc: 93.0100, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0591, loss: 1.3564 2022-09-17 07:40:59,200 - mmdet - INFO - Epoch [4][5300/7330] lr: 1.000e-04, eta: 1 day, 13:15:41, time: 0.564, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.2229, s0.acc: 92.8171, s0.loss_bbox: 0.2823, s0.loss_mask: 0.2527, s1.loss_cls: 0.1047, s1.acc: 92.9732, s1.loss_bbox: 0.1253, s1.loss_mask: 0.1268, s2.loss_cls: 0.0503, s2.acc: 93.0747, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0604, loss: 1.3358 2022-09-17 07:41:27,694 - mmdet - INFO - Epoch [4][5350/7330] lr: 1.000e-04, eta: 1 day, 13:15:13, time: 0.570, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2299, s0.acc: 92.6931, s0.loss_bbox: 0.2874, s0.loss_mask: 0.2554, s1.loss_cls: 0.1111, s1.acc: 92.7050, s1.loss_bbox: 0.1264, s1.loss_mask: 0.1261, s2.loss_cls: 0.0526, s2.acc: 93.0064, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0591, loss: 1.3727 2022-09-17 07:41:55,875 - mmdet - INFO - Epoch [4][5400/7330] lr: 1.000e-04, eta: 1 day, 13:14:44, time: 0.564, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2283, s0.acc: 92.7156, s0.loss_bbox: 0.2775, s0.loss_mask: 0.2519, s1.loss_cls: 0.1097, s1.acc: 92.8565, s1.loss_bbox: 0.1241, s1.loss_mask: 0.1261, s2.loss_cls: 0.0523, s2.acc: 92.8546, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0591, loss: 1.3454 2022-09-17 07:42:24,007 - mmdet - INFO - Epoch [4][5450/7330] lr: 1.000e-04, eta: 1 day, 13:14:13, time: 0.563, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2204, s0.acc: 92.9429, s0.loss_bbox: 0.2791, s0.loss_mask: 0.2521, s1.loss_cls: 0.1050, s1.acc: 93.0434, s1.loss_bbox: 0.1261, s1.loss_mask: 0.1258, s2.loss_cls: 0.0500, s2.acc: 93.0989, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0594, loss: 1.3348 2022-09-17 07:42:52,391 - mmdet - INFO - Epoch [4][5500/7330] lr: 1.000e-04, eta: 1 day, 13:13:45, time: 0.567, data_time: 0.006, memory: 12701, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2225, s0.acc: 92.7048, s0.loss_bbox: 0.2838, s0.loss_mask: 0.2531, s1.loss_cls: 0.1069, s1.acc: 92.7251, s1.loss_bbox: 0.1264, s1.loss_mask: 0.1243, s2.loss_cls: 0.0513, s2.acc: 92.7663, s2.loss_bbox: 0.0480, s2.loss_mask: 0.0590, loss: 1.3483 2022-09-17 07:43:20,739 - mmdet - INFO - Epoch [4][5550/7330] lr: 1.000e-04, eta: 1 day, 13:13:17, time: 0.567, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2173, s0.acc: 92.8367, s0.loss_bbox: 0.2814, s0.loss_mask: 0.2494, s1.loss_cls: 0.1033, s1.acc: 92.9475, s1.loss_bbox: 0.1263, s1.loss_mask: 0.1235, s2.loss_cls: 0.0503, s2.acc: 92.9596, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0584, loss: 1.3239 2022-09-17 07:43:49,177 - mmdet - INFO - Epoch [4][5600/7330] lr: 1.000e-04, eta: 1 day, 13:12:49, time: 0.569, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2135, s0.acc: 93.0686, s0.loss_bbox: 0.2759, s0.loss_mask: 0.2607, s1.loss_cls: 0.1023, s1.acc: 93.0912, s1.loss_bbox: 0.1207, s1.loss_mask: 0.1286, s2.loss_cls: 0.0486, s2.acc: 93.2770, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0605, loss: 1.3245 2022-09-17 07:44:16,786 - mmdet - INFO - Epoch [4][5650/7330] lr: 1.000e-04, eta: 1 day, 13:12:15, time: 0.552, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2086, s0.acc: 93.0803, s0.loss_bbox: 0.2732, s0.loss_mask: 0.2548, s1.loss_cls: 0.1009, s1.acc: 93.1203, s1.loss_bbox: 0.1214, s1.loss_mask: 0.1258, s2.loss_cls: 0.0483, s2.acc: 93.1142, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0588, loss: 1.3083 2022-09-17 07:44:44,632 - mmdet - INFO - Epoch [4][5700/7330] lr: 1.000e-04, eta: 1 day, 13:11:42, time: 0.557, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2103, s0.acc: 93.1333, s0.loss_bbox: 0.2736, s0.loss_mask: 0.2468, s1.loss_cls: 0.1021, s1.acc: 93.1222, s1.loss_bbox: 0.1234, s1.loss_mask: 0.1228, s2.loss_cls: 0.0490, s2.acc: 93.1947, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0580, loss: 1.3015 2022-09-17 07:45:12,271 - mmdet - INFO - Epoch [4][5750/7330] lr: 1.000e-04, eta: 1 day, 13:11:08, time: 0.553, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2161, s0.acc: 93.0962, s0.loss_bbox: 0.2722, s0.loss_mask: 0.2546, s1.loss_cls: 0.1035, s1.acc: 93.2198, s1.loss_bbox: 0.1214, s1.loss_mask: 0.1272, s2.loss_cls: 0.0493, s2.acc: 93.2226, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0599, loss: 1.3161 2022-09-17 07:45:40,994 - mmdet - INFO - Epoch [4][5800/7330] lr: 1.000e-04, eta: 1 day, 13:10:43, time: 0.574, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2194, s0.acc: 92.7439, s0.loss_bbox: 0.2849, s0.loss_mask: 0.2532, s1.loss_cls: 0.1054, s1.acc: 92.8765, s1.loss_bbox: 0.1270, s1.loss_mask: 0.1273, s2.loss_cls: 0.0500, s2.acc: 93.1150, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0603, loss: 1.3492 2022-09-17 07:46:08,647 - mmdet - INFO - Epoch [4][5850/7330] lr: 1.000e-04, eta: 1 day, 13:10:08, time: 0.553, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2192, s0.acc: 92.7927, s0.loss_bbox: 0.2795, s0.loss_mask: 0.2515, s1.loss_cls: 0.1044, s1.acc: 93.0067, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1244, s2.loss_cls: 0.0497, s2.acc: 93.1005, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0587, loss: 1.3279 2022-09-17 07:46:37,010 - mmdet - INFO - Epoch [4][5900/7330] lr: 1.000e-04, eta: 1 day, 13:09:40, time: 0.566, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2225, s0.acc: 92.7432, s0.loss_bbox: 0.2794, s0.loss_mask: 0.2558, s1.loss_cls: 0.1067, s1.acc: 92.8817, s1.loss_bbox: 0.1241, s1.loss_mask: 0.1275, s2.loss_cls: 0.0511, s2.acc: 93.0511, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0607, loss: 1.3460 2022-09-17 07:47:05,461 - mmdet - INFO - Epoch [4][5950/7330] lr: 1.000e-04, eta: 1 day, 13:09:13, time: 0.569, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2086, s0.acc: 93.1069, s0.loss_bbox: 0.2751, s0.loss_mask: 0.2485, s1.loss_cls: 0.1002, s1.acc: 93.2071, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1248, s2.loss_cls: 0.0480, s2.acc: 93.3565, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0595, loss: 1.3052 2022-09-17 07:47:32,987 - mmdet - INFO - Epoch [4][6000/7330] lr: 1.000e-04, eta: 1 day, 13:08:37, time: 0.551, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2046, s0.acc: 93.3186, s0.loss_bbox: 0.2620, s0.loss_mask: 0.2466, s1.loss_cls: 0.0990, s1.acc: 93.3043, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1234, s2.loss_cls: 0.0477, s2.acc: 93.3883, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0588, loss: 1.2673 2022-09-17 07:48:01,039 - mmdet - INFO - Epoch [4][6050/7330] lr: 1.000e-04, eta: 1 day, 13:08:07, time: 0.562, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2349, s0.acc: 92.5457, s0.loss_bbox: 0.2880, s0.loss_mask: 0.2565, s1.loss_cls: 0.1123, s1.acc: 92.5931, s1.loss_bbox: 0.1260, s1.loss_mask: 0.1276, s2.loss_cls: 0.0531, s2.acc: 92.7234, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0599, loss: 1.3816 2022-09-17 07:48:29,010 - mmdet - INFO - Epoch [4][6100/7330] lr: 1.000e-04, eta: 1 day, 13:07:35, time: 0.559, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2172, s0.acc: 92.7969, s0.loss_bbox: 0.2799, s0.loss_mask: 0.2490, s1.loss_cls: 0.1024, s1.acc: 93.0448, s1.loss_bbox: 0.1249, s1.loss_mask: 0.1233, s2.loss_cls: 0.0492, s2.acc: 93.0701, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0587, loss: 1.3237 2022-09-17 07:48:56,641 - mmdet - INFO - Epoch [4][6150/7330] lr: 1.000e-04, eta: 1 day, 13:07:01, time: 0.553, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2099, s0.acc: 93.1472, s0.loss_bbox: 0.2651, s0.loss_mask: 0.2488, s1.loss_cls: 0.1005, s1.acc: 93.3009, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1233, s2.loss_cls: 0.0480, s2.acc: 93.4608, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0587, loss: 1.2904 2022-09-17 07:49:24,274 - mmdet - INFO - Epoch [4][6200/7330] lr: 1.000e-04, eta: 1 day, 13:06:27, time: 0.553, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2156, s0.acc: 93.0173, s0.loss_bbox: 0.2763, s0.loss_mask: 0.2519, s1.loss_cls: 0.1039, s1.acc: 93.0825, s1.loss_bbox: 0.1233, s1.loss_mask: 0.1248, s2.loss_cls: 0.0503, s2.acc: 93.0965, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0589, loss: 1.3246 2022-09-17 07:49:52,155 - mmdet - INFO - Epoch [4][6250/7330] lr: 1.000e-04, eta: 1 day, 13:05:55, time: 0.558, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2142, s0.acc: 93.0417, s0.loss_bbox: 0.2704, s0.loss_mask: 0.2519, s1.loss_cls: 0.1012, s1.acc: 93.1877, s1.loss_bbox: 0.1190, s1.loss_mask: 0.1278, s2.loss_cls: 0.0481, s2.acc: 93.3521, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0609, loss: 1.3123 2022-09-17 07:50:20,306 - mmdet - INFO - Epoch [4][6300/7330] lr: 1.000e-04, eta: 1 day, 13:05:25, time: 0.563, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2242, s0.acc: 92.6553, s0.loss_bbox: 0.2833, s0.loss_mask: 0.2555, s1.loss_cls: 0.1060, s1.acc: 92.8564, s1.loss_bbox: 0.1244, s1.loss_mask: 0.1270, s2.loss_cls: 0.0508, s2.acc: 93.0187, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0602, loss: 1.3487 2022-09-17 07:50:48,239 - mmdet - INFO - Epoch [4][6350/7330] lr: 1.000e-04, eta: 1 day, 13:04:53, time: 0.559, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2209, s0.acc: 92.9187, s0.loss_bbox: 0.2738, s0.loss_mask: 0.2550, s1.loss_cls: 0.1045, s1.acc: 93.0540, s1.loss_bbox: 0.1206, s1.loss_mask: 0.1261, s2.loss_cls: 0.0499, s2.acc: 93.1714, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0596, loss: 1.3263 2022-09-17 07:51:15,929 - mmdet - INFO - Epoch [4][6400/7330] lr: 1.000e-04, eta: 1 day, 13:04:19, time: 0.553, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2141, s0.acc: 93.2371, s0.loss_bbox: 0.2644, s0.loss_mask: 0.2458, s1.loss_cls: 0.1025, s1.acc: 93.3196, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1225, s2.loss_cls: 0.0492, s2.acc: 93.3585, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0579, loss: 1.2910 2022-09-17 07:51:43,547 - mmdet - INFO - Epoch [4][6450/7330] lr: 1.000e-04, eta: 1 day, 13:03:45, time: 0.553, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2053, s0.acc: 93.3384, s0.loss_bbox: 0.2612, s0.loss_mask: 0.2420, s1.loss_cls: 0.0994, s1.acc: 93.4385, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1209, s2.loss_cls: 0.0484, s2.acc: 93.3240, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0575, loss: 1.2640 2022-09-17 07:52:11,985 - mmdet - INFO - Epoch [4][6500/7330] lr: 1.000e-04, eta: 1 day, 13:03:17, time: 0.568, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2177, s0.acc: 92.7949, s0.loss_bbox: 0.2764, s0.loss_mask: 0.2543, s1.loss_cls: 0.1058, s1.acc: 92.7249, s1.loss_bbox: 0.1227, s1.loss_mask: 0.1263, s2.loss_cls: 0.0508, s2.acc: 92.8312, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0601, loss: 1.3350 2022-09-17 07:52:40,203 - mmdet - INFO - Epoch [4][6550/7330] lr: 1.000e-04, eta: 1 day, 13:02:48, time: 0.565, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2092, s0.acc: 93.0530, s0.loss_bbox: 0.2747, s0.loss_mask: 0.2483, s1.loss_cls: 0.1002, s1.acc: 93.2395, s1.loss_bbox: 0.1229, s1.loss_mask: 0.1238, s2.loss_cls: 0.0483, s2.acc: 93.2665, s2.loss_bbox: 0.0479, s2.loss_mask: 0.0590, loss: 1.3040 2022-09-17 07:53:08,455 - mmdet - INFO - Epoch [4][6600/7330] lr: 1.000e-04, eta: 1 day, 13:02:19, time: 0.565, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2227, s0.acc: 92.6990, s0.loss_bbox: 0.2844, s0.loss_mask: 0.2515, s1.loss_cls: 0.1066, s1.acc: 92.8274, s1.loss_bbox: 0.1255, s1.loss_mask: 0.1249, s2.loss_cls: 0.0507, s2.acc: 93.0539, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0589, loss: 1.3453 2022-09-17 07:53:36,473 - mmdet - INFO - Epoch [4][6650/7330] lr: 1.000e-04, eta: 1 day, 13:01:48, time: 0.560, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2253, s0.acc: 92.9446, s0.loss_bbox: 0.2722, s0.loss_mask: 0.2539, s1.loss_cls: 0.1076, s1.acc: 93.0878, s1.loss_bbox: 0.1203, s1.loss_mask: 0.1255, s2.loss_cls: 0.0514, s2.acc: 93.1541, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0597, loss: 1.3365 2022-09-17 07:54:04,640 - mmdet - INFO - Epoch [4][6700/7330] lr: 1.000e-04, eta: 1 day, 13:01:18, time: 0.563, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2073, s0.acc: 93.2620, s0.loss_bbox: 0.2642, s0.loss_mask: 0.2493, s1.loss_cls: 0.0989, s1.acc: 93.3844, s1.loss_bbox: 0.1173, s1.loss_mask: 0.1237, s2.loss_cls: 0.0473, s2.acc: 93.4999, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0586, loss: 1.2773 2022-09-17 07:54:32,350 - mmdet - INFO - Epoch [4][6750/7330] lr: 1.000e-04, eta: 1 day, 13:00:45, time: 0.553, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2130, s0.acc: 93.2041, s0.loss_bbox: 0.2603, s0.loss_mask: 0.2513, s1.loss_cls: 0.1015, s1.acc: 93.2826, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1243, s2.loss_cls: 0.0483, s2.acc: 93.4852, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0590, loss: 1.2853 2022-09-17 07:55:00,283 - mmdet - INFO - Epoch [4][6800/7330] lr: 1.000e-04, eta: 1 day, 13:00:13, time: 0.559, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2176, s0.acc: 92.9485, s0.loss_bbox: 0.2757, s0.loss_mask: 0.2541, s1.loss_cls: 0.1038, s1.acc: 93.0975, s1.loss_bbox: 0.1212, s1.loss_mask: 0.1255, s2.loss_cls: 0.0493, s2.acc: 93.1895, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0596, loss: 1.3235 2022-09-17 07:55:28,174 - mmdet - INFO - Epoch [4][6850/7330] lr: 1.000e-04, eta: 1 day, 12:59:41, time: 0.558, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2120, s0.acc: 93.0232, s0.loss_bbox: 0.2685, s0.loss_mask: 0.2460, s1.loss_cls: 0.1026, s1.acc: 93.0824, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1232, s2.loss_cls: 0.0493, s2.acc: 93.1713, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0584, loss: 1.2925 2022-09-17 07:55:56,285 - mmdet - INFO - Epoch [4][6900/7330] lr: 1.000e-04, eta: 1 day, 12:59:11, time: 0.562, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2149, s0.acc: 93.0637, s0.loss_bbox: 0.2682, s0.loss_mask: 0.2570, s1.loss_cls: 0.1046, s1.acc: 93.0755, s1.loss_bbox: 0.1202, s1.loss_mask: 0.1284, s2.loss_cls: 0.0497, s2.acc: 93.1044, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0609, loss: 1.3167 2022-09-17 07:56:24,012 - mmdet - INFO - Epoch [4][6950/7330] lr: 1.000e-04, eta: 1 day, 12:58:38, time: 0.554, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2161, s0.acc: 93.0007, s0.loss_bbox: 0.2753, s0.loss_mask: 0.2541, s1.loss_cls: 0.1026, s1.acc: 93.1311, s1.loss_bbox: 0.1217, s1.loss_mask: 0.1269, s2.loss_cls: 0.0486, s2.acc: 93.3396, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0599, loss: 1.3216 2022-09-17 07:56:51,974 - mmdet - INFO - Epoch [4][7000/7330] lr: 1.000e-04, eta: 1 day, 12:58:07, time: 0.560, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2194, s0.acc: 93.0173, s0.loss_bbox: 0.2723, s0.loss_mask: 0.2491, s1.loss_cls: 0.1056, s1.acc: 93.0943, s1.loss_bbox: 0.1218, s1.loss_mask: 0.1253, s2.loss_cls: 0.0502, s2.acc: 93.2865, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0596, loss: 1.3197 2022-09-17 07:57:19,779 - mmdet - INFO - Epoch [4][7050/7330] lr: 1.000e-04, eta: 1 day, 12:57:34, time: 0.556, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2178, s0.acc: 93.0159, s0.loss_bbox: 0.2693, s0.loss_mask: 0.2568, s1.loss_cls: 0.1041, s1.acc: 93.1236, s1.loss_bbox: 0.1208, s1.loss_mask: 0.1267, s2.loss_cls: 0.0500, s2.acc: 93.2610, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0595, loss: 1.3194 2022-09-17 07:57:47,807 - mmdet - INFO - Epoch [4][7100/7330] lr: 1.000e-04, eta: 1 day, 12:57:03, time: 0.560, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2220, s0.acc: 92.8691, s0.loss_bbox: 0.2802, s0.loss_mask: 0.2471, s1.loss_cls: 0.1055, s1.acc: 93.0442, s1.loss_bbox: 0.1241, s1.loss_mask: 0.1241, s2.loss_cls: 0.0504, s2.acc: 93.1434, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0581, loss: 1.3324 2022-09-17 07:58:16,117 - mmdet - INFO - Epoch [4][7150/7330] lr: 1.000e-04, eta: 1 day, 12:56:35, time: 0.566, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2233, s0.acc: 92.8232, s0.loss_bbox: 0.2768, s0.loss_mask: 0.2520, s1.loss_cls: 0.1067, s1.acc: 92.8969, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1264, s2.loss_cls: 0.0508, s2.acc: 93.0818, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0594, loss: 1.3317 2022-09-17 07:58:43,694 - mmdet - INFO - Epoch [4][7200/7330] lr: 1.000e-04, eta: 1 day, 12:56:01, time: 0.552, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2148, s0.acc: 93.2126, s0.loss_bbox: 0.2665, s0.loss_mask: 0.2494, s1.loss_cls: 0.1034, s1.acc: 93.2830, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1245, s2.loss_cls: 0.0492, s2.acc: 93.2776, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0588, loss: 1.3024 2022-09-17 07:59:11,906 - mmdet - INFO - Epoch [4][7250/7330] lr: 1.000e-04, eta: 1 day, 12:55:31, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2138, s0.acc: 92.9900, s0.loss_bbox: 0.2743, s0.loss_mask: 0.2595, s1.loss_cls: 0.1032, s1.acc: 93.0058, s1.loss_bbox: 0.1220, s1.loss_mask: 0.1294, s2.loss_cls: 0.0493, s2.acc: 93.2365, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0611, loss: 1.3281 2022-09-17 07:59:40,006 - mmdet - INFO - Epoch [4][7300/7330] lr: 1.000e-04, eta: 1 day, 12:55:01, time: 0.562, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1915, s0.acc: 93.6274, s0.loss_bbox: 0.2568, s0.loss_mask: 0.2421, s1.loss_cls: 0.0910, s1.acc: 93.7823, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1212, s2.loss_cls: 0.0443, s2.acc: 93.7565, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0575, loss: 1.2317 2022-09-17 08:00:05,835 - mmdet - INFO - Saving checkpoint at 4 epochs 2022-09-17 08:01:53,248 - mmdet - INFO - Evaluating bbox... 2022-09-17 08:02:24,151 - 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 ] = 0.595 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.441 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.240 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.440 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 ] = 0.556 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 ] = 0.350 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.597 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.729 2022-09-17 08:02:24,152 - mmdet - INFO - Evaluating segm... 2022-09-17 08:03:01,108 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.358 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.569 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.383 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.169 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.384 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.549 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.488 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.488 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.488 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.285 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.669 2022-09-17 08:03:01,740 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 08:03:01,741 - mmdet - INFO - Epoch(val) [4][313] bbox_mAP: 0.4100, bbox_mAP_50: 0.5950, bbox_mAP_75: 0.4410, bbox_mAP_s: 0.2400, bbox_mAP_m: 0.4400, bbox_mAP_l: 0.5620, bbox_mAP_copypaste: 0.410 0.595 0.441 0.240 0.440 0.562, segm_mAP: 0.3580, segm_mAP_50: 0.5690, segm_mAP_75: 0.3830, segm_mAP_s: 0.1690, segm_mAP_m: 0.3840, segm_mAP_l: 0.5490, segm_mAP_copypaste: 0.358 0.569 0.383 0.169 0.384 0.549 2022-09-17 08:05:01,257 - mmdet - INFO - Epoch [5][50/7330] lr: 1.000e-04, eta: 1 day, 13:04:08, time: 2.389, data_time: 1.805, memory: 12701, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1972, s0.acc: 93.3088, s0.loss_bbox: 0.2707, s0.loss_mask: 0.2437, s1.loss_cls: 0.0948, s1.acc: 93.4030, s1.loss_bbox: 0.1207, s1.loss_mask: 0.1219, s2.loss_cls: 0.0456, s2.acc: 93.3781, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0579, loss: 1.2649 2022-09-17 08:05:29,422 - mmdet - INFO - Epoch [5][100/7330] lr: 1.000e-04, eta: 1 day, 13:03:37, time: 0.563, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1989, s0.acc: 93.3853, s0.loss_bbox: 0.2608, s0.loss_mask: 0.2439, s1.loss_cls: 0.0944, s1.acc: 93.5621, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1216, s2.loss_cls: 0.0455, s2.acc: 93.6113, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0579, loss: 1.2484 2022-09-17 08:05:57,578 - mmdet - INFO - Epoch [5][150/7330] lr: 1.000e-04, eta: 1 day, 13:03:05, time: 0.560, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1962, s0.acc: 93.5281, s0.loss_bbox: 0.2644, s0.loss_mask: 0.2419, s1.loss_cls: 0.0929, s1.acc: 93.7168, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1221, s2.loss_cls: 0.0454, s2.acc: 93.6487, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0582, loss: 1.2514 2022-09-17 08:06:25,550 - mmdet - INFO - Epoch [5][200/7330] lr: 1.000e-04, eta: 1 day, 13:02:34, time: 0.562, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1980, s0.acc: 93.4480, s0.loss_bbox: 0.2568, s0.loss_mask: 0.2437, s1.loss_cls: 0.0947, s1.acc: 93.4923, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1220, s2.loss_cls: 0.0459, s2.acc: 93.5431, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0580, loss: 1.2432 2022-09-17 08:06:53,690 - mmdet - INFO - Epoch [5][250/7330] lr: 1.000e-04, eta: 1 day, 13:02:03, time: 0.563, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2132, s0.acc: 93.0249, s0.loss_bbox: 0.2749, s0.loss_mask: 0.2476, s1.loss_cls: 0.1038, s1.acc: 93.0553, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1248, s2.loss_cls: 0.0498, s2.acc: 93.1398, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0591, loss: 1.3120 2022-09-17 08:07:21,614 - mmdet - INFO - Epoch [5][300/7330] lr: 1.000e-04, eta: 1 day, 13:01:30, time: 0.559, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2011, s0.acc: 93.4978, s0.loss_bbox: 0.2619, s0.loss_mask: 0.2464, s1.loss_cls: 0.0958, s1.acc: 93.5879, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1223, s2.loss_cls: 0.0454, s2.acc: 93.7098, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0580, loss: 1.2555 2022-09-17 08:07:49,044 - mmdet - INFO - Epoch [5][350/7330] lr: 1.000e-04, eta: 1 day, 13:00:54, time: 0.548, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1989, s0.acc: 93.3357, s0.loss_bbox: 0.2634, s0.loss_mask: 0.2455, s1.loss_cls: 0.0941, s1.acc: 93.5004, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1225, s2.loss_cls: 0.0455, s2.acc: 93.5603, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0578, loss: 1.2564 2022-09-17 08:08:17,373 - mmdet - INFO - Epoch [5][400/7330] lr: 1.000e-04, eta: 1 day, 13:00:24, time: 0.567, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2055, s0.acc: 93.0405, s0.loss_bbox: 0.2768, s0.loss_mask: 0.2466, s1.loss_cls: 0.0979, s1.acc: 93.2182, s1.loss_bbox: 0.1222, s1.loss_mask: 0.1234, s2.loss_cls: 0.0471, s2.acc: 93.3604, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0586, loss: 1.2952 2022-09-17 08:08:45,411 - mmdet - INFO - Epoch [5][450/7330] lr: 1.000e-04, eta: 1 day, 12:59:52, time: 0.560, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2013, s0.acc: 93.4968, s0.loss_bbox: 0.2595, s0.loss_mask: 0.2447, s1.loss_cls: 0.0949, s1.acc: 93.7115, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1230, s2.loss_cls: 0.0456, s2.acc: 93.7698, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0590, loss: 1.2597 2022-09-17 08:09:12,988 - mmdet - INFO - Epoch [5][500/7330] lr: 1.000e-04, eta: 1 day, 12:59:18, time: 0.552, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1969, s0.acc: 93.5452, s0.loss_bbox: 0.2584, s0.loss_mask: 0.2450, s1.loss_cls: 0.0943, s1.acc: 93.6249, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1229, s2.loss_cls: 0.0448, s2.acc: 93.7419, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0585, loss: 1.2430 2022-09-17 08:09:40,869 - mmdet - INFO - Epoch [5][550/7330] lr: 1.000e-04, eta: 1 day, 12:58:45, time: 0.558, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2016, s0.acc: 93.3264, s0.loss_bbox: 0.2642, s0.loss_mask: 0.2479, s1.loss_cls: 0.0949, s1.acc: 93.5767, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1232, s2.loss_cls: 0.0454, s2.acc: 93.7448, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0583, loss: 1.2659 2022-09-17 08:10:08,596 - mmdet - INFO - Epoch [5][600/7330] lr: 1.000e-04, eta: 1 day, 12:58:10, time: 0.554, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2011, s0.acc: 93.4336, s0.loss_bbox: 0.2649, s0.loss_mask: 0.2482, s1.loss_cls: 0.0947, s1.acc: 93.7454, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1231, s2.loss_cls: 0.0460, s2.acc: 93.7272, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0584, loss: 1.2625 2022-09-17 08:10:36,678 - mmdet - INFO - Epoch [5][650/7330] lr: 1.000e-04, eta: 1 day, 12:57:39, time: 0.562, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1992, s0.acc: 93.3918, s0.loss_bbox: 0.2628, s0.loss_mask: 0.2455, s1.loss_cls: 0.0937, s1.acc: 93.6478, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1227, s2.loss_cls: 0.0445, s2.acc: 93.8962, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0583, loss: 1.2559 2022-09-17 08:11:05,092 - mmdet - INFO - Epoch [5][700/7330] lr: 1.000e-04, eta: 1 day, 12:57:10, time: 0.567, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2028, s0.acc: 93.3499, s0.loss_bbox: 0.2593, s0.loss_mask: 0.2412, s1.loss_cls: 0.0959, s1.acc: 93.4865, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1202, s2.loss_cls: 0.0457, s2.acc: 93.6471, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0573, loss: 1.2498 2022-09-17 08:11:32,684 - mmdet - INFO - Epoch [5][750/7330] lr: 1.000e-04, eta: 1 day, 12:56:36, time: 0.553, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2043, s0.acc: 93.2668, s0.loss_bbox: 0.2659, s0.loss_mask: 0.2500, s1.loss_cls: 0.0973, s1.acc: 93.3934, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1234, s2.loss_cls: 0.0463, s2.acc: 93.4696, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0582, loss: 1.2748 2022-09-17 08:12:00,980 - mmdet - INFO - Epoch [5][800/7330] lr: 1.000e-04, eta: 1 day, 12:56:06, time: 0.566, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2035, s0.acc: 93.2878, s0.loss_bbox: 0.2636, s0.loss_mask: 0.2528, s1.loss_cls: 0.0968, s1.acc: 93.4275, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1255, s2.loss_cls: 0.0463, s2.acc: 93.4792, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0592, loss: 1.2748 2022-09-17 08:12:28,819 - mmdet - INFO - Epoch [5][850/7330] lr: 1.000e-04, eta: 1 day, 12:55:33, time: 0.556, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2004, s0.acc: 93.1011, s0.loss_bbox: 0.2693, s0.loss_mask: 0.2516, s1.loss_cls: 0.0969, s1.acc: 93.2096, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1244, s2.loss_cls: 0.0468, s2.acc: 93.2814, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0588, loss: 1.2803 2022-09-17 08:12:56,766 - mmdet - INFO - Epoch [5][900/7330] lr: 1.000e-04, eta: 1 day, 12:55:00, time: 0.559, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1971, s0.acc: 93.5002, s0.loss_bbox: 0.2634, s0.loss_mask: 0.2411, s1.loss_cls: 0.0939, s1.acc: 93.7124, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1208, s2.loss_cls: 0.0450, s2.acc: 93.7385, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0574, loss: 1.2510 2022-09-17 08:13:25,400 - mmdet - INFO - Epoch [5][950/7330] lr: 1.000e-04, eta: 1 day, 12:54:34, time: 0.573, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2029, s0.acc: 93.3445, s0.loss_bbox: 0.2639, s0.loss_mask: 0.2523, s1.loss_cls: 0.0974, s1.acc: 93.4309, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1241, s2.loss_cls: 0.0474, s2.acc: 93.4478, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0582, loss: 1.2775 2022-09-17 08:13:53,232 - mmdet - INFO - Epoch [5][1000/7330] lr: 1.000e-04, eta: 1 day, 12:54:01, time: 0.557, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2034, s0.acc: 93.2344, s0.loss_bbox: 0.2645, s0.loss_mask: 0.2435, s1.loss_cls: 0.0962, s1.acc: 93.4318, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1229, s2.loss_cls: 0.0464, s2.acc: 93.5130, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0586, loss: 1.2665 2022-09-17 08:14:21,333 - mmdet - INFO - Epoch [5][1050/7330] lr: 1.000e-04, eta: 1 day, 12:53:29, time: 0.561, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2010, s0.acc: 93.3579, s0.loss_bbox: 0.2593, s0.loss_mask: 0.2432, s1.loss_cls: 0.0962, s1.acc: 93.4848, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1221, s2.loss_cls: 0.0467, s2.acc: 93.5103, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0575, loss: 1.2552 2022-09-17 08:14:49,119 - mmdet - INFO - Epoch [5][1100/7330] lr: 1.000e-04, eta: 1 day, 12:52:56, time: 0.557, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1984, s0.acc: 93.4910, s0.loss_bbox: 0.2560, s0.loss_mask: 0.2433, s1.loss_cls: 0.0950, s1.acc: 93.5073, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1212, s2.loss_cls: 0.0456, s2.acc: 93.6188, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0576, loss: 1.2384 2022-09-17 08:15:17,470 - mmdet - INFO - Epoch [5][1150/7330] lr: 1.000e-04, eta: 1 day, 12:52:27, time: 0.566, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1998, s0.acc: 93.2844, s0.loss_bbox: 0.2701, s0.loss_mask: 0.2470, s1.loss_cls: 0.0959, s1.acc: 93.4365, s1.loss_bbox: 0.1190, s1.loss_mask: 0.1235, s2.loss_cls: 0.0468, s2.acc: 93.3895, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0585, loss: 1.2727 2022-09-17 08:15:46,001 - mmdet - INFO - Epoch [5][1200/7330] lr: 1.000e-04, eta: 1 day, 12:51:59, time: 0.571, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1896, s0.acc: 93.6533, s0.loss_bbox: 0.2648, s0.loss_mask: 0.2449, s1.loss_cls: 0.0900, s1.acc: 93.8263, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1223, s2.loss_cls: 0.0434, s2.acc: 93.9460, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0581, loss: 1.2393 2022-09-17 08:16:13,794 - mmdet - INFO - Epoch [5][1250/7330] lr: 1.000e-04, eta: 1 day, 12:51:26, time: 0.556, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1991, s0.acc: 93.5488, s0.loss_bbox: 0.2607, s0.loss_mask: 0.2479, s1.loss_cls: 0.0942, s1.acc: 93.7370, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1232, s2.loss_cls: 0.0447, s2.acc: 93.8810, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0582, loss: 1.2520 2022-09-17 08:16:42,118 - mmdet - INFO - Epoch [5][1300/7330] lr: 1.000e-04, eta: 1 day, 12:50:56, time: 0.566, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2078, s0.acc: 93.2144, s0.loss_bbox: 0.2681, s0.loss_mask: 0.2505, s1.loss_cls: 0.0991, s1.acc: 93.3876, s1.loss_bbox: 0.1191, s1.loss_mask: 0.1247, s2.loss_cls: 0.0469, s2.acc: 93.4993, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0586, loss: 1.2904 2022-09-17 08:17:10,372 - mmdet - INFO - Epoch [5][1350/7330] lr: 1.000e-04, eta: 1 day, 12:50:27, time: 0.566, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2016, s0.acc: 93.1960, s0.loss_bbox: 0.2665, s0.loss_mask: 0.2454, s1.loss_cls: 0.0963, s1.acc: 93.1895, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1231, s2.loss_cls: 0.0466, s2.acc: 93.2876, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0588, loss: 1.2694 2022-09-17 08:17:39,045 - mmdet - INFO - Epoch [5][1400/7330] lr: 1.000e-04, eta: 1 day, 12:49:58, time: 0.569, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2110, s0.acc: 93.1240, s0.loss_bbox: 0.2686, s0.loss_mask: 0.2527, s1.loss_cls: 0.1010, s1.acc: 93.2538, s1.loss_bbox: 0.1186, s1.loss_mask: 0.1260, s2.loss_cls: 0.0483, s2.acc: 93.4273, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0598, loss: 1.3006 2022-09-17 08:18:07,495 - mmdet - INFO - Epoch [5][1450/7330] lr: 1.000e-04, eta: 1 day, 12:49:32, time: 0.574, data_time: 0.013, memory: 12701, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1822, s0.acc: 93.8853, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2436, s1.loss_cls: 0.0866, s1.acc: 93.9989, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1219, s2.loss_cls: 0.0420, s2.acc: 94.0432, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0579, loss: 1.2008 2022-09-17 08:18:35,431 - mmdet - INFO - Epoch [5][1500/7330] lr: 1.000e-04, eta: 1 day, 12:49:00, time: 0.558, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2031, s0.acc: 93.3276, s0.loss_bbox: 0.2652, s0.loss_mask: 0.2489, s1.loss_cls: 0.0972, s1.acc: 93.5037, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1238, s2.loss_cls: 0.0462, s2.acc: 93.6904, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0594, loss: 1.2731 2022-09-17 08:19:02,919 - mmdet - INFO - Epoch [5][1550/7330] lr: 1.000e-04, eta: 1 day, 12:48:24, time: 0.550, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2010, s0.acc: 93.4775, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2410, s1.loss_cls: 0.0950, s1.acc: 93.6000, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1207, s2.loss_cls: 0.0457, s2.acc: 93.6231, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0576, loss: 1.2389 2022-09-17 08:19:30,813 - mmdet - INFO - Epoch [5][1600/7330] lr: 1.000e-04, eta: 1 day, 12:47:51, time: 0.558, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2059, s0.acc: 93.1880, s0.loss_bbox: 0.2686, s0.loss_mask: 0.2405, s1.loss_cls: 0.0977, s1.acc: 93.4253, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1203, s2.loss_cls: 0.0471, s2.acc: 93.3517, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0567, loss: 1.2726 2022-09-17 08:19:58,861 - mmdet - INFO - Epoch [5][1650/7330] lr: 1.000e-04, eta: 1 day, 12:47:20, time: 0.561, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2027, s0.acc: 93.3372, s0.loss_bbox: 0.2670, s0.loss_mask: 0.2477, s1.loss_cls: 0.0972, s1.acc: 93.5061, s1.loss_bbox: 0.1190, s1.loss_mask: 0.1250, s2.loss_cls: 0.0466, s2.acc: 93.6132, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0593, loss: 1.2823 2022-09-17 08:20:26,324 - mmdet - INFO - Epoch [5][1700/7330] lr: 1.000e-04, eta: 1 day, 12:46:45, time: 0.549, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1945, s0.acc: 93.5747, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2469, s1.loss_cls: 0.0912, s1.acc: 93.8034, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1235, s2.loss_cls: 0.0436, s2.acc: 93.8901, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0586, loss: 1.2320 2022-09-17 08:20:54,165 - mmdet - INFO - Epoch [5][1750/7330] lr: 1.000e-04, eta: 1 day, 12:46:12, time: 0.557, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1881, s0.acc: 93.8091, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2455, s1.loss_cls: 0.0890, s1.acc: 93.9707, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1230, s2.loss_cls: 0.0427, s2.acc: 93.9473, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0589, loss: 1.2267 2022-09-17 08:21:22,003 - mmdet - INFO - Epoch [5][1800/7330] lr: 1.000e-04, eta: 1 day, 12:45:39, time: 0.557, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1950, s0.acc: 93.6475, s0.loss_bbox: 0.2564, s0.loss_mask: 0.2482, s1.loss_cls: 0.0919, s1.acc: 93.8340, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1236, s2.loss_cls: 0.0437, s2.acc: 93.9416, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0587, loss: 1.2393 2022-09-17 08:21:49,429 - mmdet - INFO - Epoch [5][1850/7330] lr: 1.000e-04, eta: 1 day, 12:45:03, time: 0.548, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2097, s0.acc: 93.0669, s0.loss_bbox: 0.2643, s0.loss_mask: 0.2506, s1.loss_cls: 0.0994, s1.acc: 93.2821, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1258, s2.loss_cls: 0.0472, s2.acc: 93.3909, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0601, loss: 1.2864 2022-09-17 08:22:17,311 - mmdet - INFO - Epoch [5][1900/7330] lr: 1.000e-04, eta: 1 day, 12:44:30, time: 0.558, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2011, s0.acc: 93.4626, s0.loss_bbox: 0.2601, s0.loss_mask: 0.2454, s1.loss_cls: 0.0952, s1.acc: 93.7120, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1227, s2.loss_cls: 0.0456, s2.acc: 93.7724, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0587, loss: 1.2581 2022-09-17 08:22:44,873 - mmdet - INFO - Epoch [5][1950/7330] lr: 1.000e-04, eta: 1 day, 12:43:56, time: 0.551, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1965, s0.acc: 93.5337, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2458, s1.loss_cls: 0.0931, s1.acc: 93.7114, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1222, s2.loss_cls: 0.0441, s2.acc: 93.8216, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0578, loss: 1.2277 2022-09-17 08:23:13,177 - mmdet - INFO - Epoch [5][2000/7330] lr: 1.000e-04, eta: 1 day, 12:43:26, time: 0.566, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2052, s0.acc: 93.3364, s0.loss_bbox: 0.2593, s0.loss_mask: 0.2408, s1.loss_cls: 0.0969, s1.acc: 93.4682, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1206, s2.loss_cls: 0.0465, s2.acc: 93.5523, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0576, loss: 1.2548 2022-09-17 08:23:41,226 - mmdet - INFO - Epoch [5][2050/7330] lr: 1.000e-04, eta: 1 day, 12:42:55, time: 0.561, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2070, s0.acc: 93.2227, s0.loss_bbox: 0.2677, s0.loss_mask: 0.2482, s1.loss_cls: 0.0983, s1.acc: 93.3467, s1.loss_bbox: 0.1195, s1.loss_mask: 0.1244, s2.loss_cls: 0.0475, s2.acc: 93.3704, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0595, loss: 1.2883 2022-09-17 08:24:09,674 - mmdet - INFO - Epoch [5][2100/7330] lr: 1.000e-04, eta: 1 day, 12:42:27, time: 0.569, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2020, s0.acc: 93.3699, s0.loss_bbox: 0.2664, s0.loss_mask: 0.2456, s1.loss_cls: 0.0975, s1.acc: 93.4455, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1230, s2.loss_cls: 0.0468, s2.acc: 93.5896, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0586, loss: 1.2736 2022-09-17 08:24:37,434 - mmdet - INFO - Epoch [5][2150/7330] lr: 1.000e-04, eta: 1 day, 12:41:54, time: 0.555, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.2011, s0.acc: 93.3821, s0.loss_bbox: 0.2654, s0.loss_mask: 0.2483, s1.loss_cls: 0.0972, s1.acc: 93.3622, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1242, s2.loss_cls: 0.0468, s2.acc: 93.3563, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0591, loss: 1.2708 2022-09-17 08:25:05,735 - mmdet - INFO - Epoch [5][2200/7330] lr: 1.000e-04, eta: 1 day, 12:41:24, time: 0.566, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2082, s0.acc: 93.1846, s0.loss_bbox: 0.2642, s0.loss_mask: 0.2484, s1.loss_cls: 0.1003, s1.acc: 93.3131, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1234, s2.loss_cls: 0.0480, s2.acc: 93.4639, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0583, loss: 1.2798 2022-09-17 08:25:33,519 - mmdet - INFO - Epoch [5][2250/7330] lr: 1.000e-04, eta: 1 day, 12:40:51, time: 0.556, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2037, s0.acc: 93.2717, s0.loss_bbox: 0.2629, s0.loss_mask: 0.2436, s1.loss_cls: 0.0971, s1.acc: 93.3303, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1219, s2.loss_cls: 0.0468, s2.acc: 93.3865, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0577, loss: 1.2663 2022-09-17 08:26:01,336 - mmdet - INFO - Epoch [5][2300/7330] lr: 1.000e-04, eta: 1 day, 12:40:18, time: 0.555, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1996, s0.acc: 93.4475, s0.loss_bbox: 0.2593, s0.loss_mask: 0.2429, s1.loss_cls: 0.0949, s1.acc: 93.6116, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1209, s2.loss_cls: 0.0454, s2.acc: 93.6758, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0575, loss: 1.2453 2022-09-17 08:26:28,971 - mmdet - INFO - Epoch [5][2350/7330] lr: 1.000e-04, eta: 1 day, 12:39:44, time: 0.554, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1934, s0.acc: 93.7263, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2420, s1.loss_cls: 0.0915, s1.acc: 93.9003, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1222, s2.loss_cls: 0.0441, s2.acc: 93.8980, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0585, loss: 1.2211 2022-09-17 08:26:56,330 - mmdet - INFO - Epoch [5][2400/7330] lr: 1.000e-04, eta: 1 day, 12:39:08, time: 0.547, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2075, s0.acc: 93.2258, s0.loss_bbox: 0.2630, s0.loss_mask: 0.2442, s1.loss_cls: 0.0967, s1.acc: 93.4675, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1225, s2.loss_cls: 0.0463, s2.acc: 93.5788, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0582, loss: 1.2715 2022-09-17 08:27:24,246 - mmdet - INFO - Epoch [5][2450/7330] lr: 1.000e-04, eta: 1 day, 12:38:36, time: 0.559, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2050, s0.acc: 93.4221, s0.loss_bbox: 0.2620, s0.loss_mask: 0.2465, s1.loss_cls: 0.0979, s1.acc: 93.5437, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1222, s2.loss_cls: 0.0467, s2.acc: 93.6957, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0582, loss: 1.2693 2022-09-17 08:27:52,390 - mmdet - INFO - Epoch [5][2500/7330] lr: 1.000e-04, eta: 1 day, 12:38:05, time: 0.563, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2087, s0.acc: 93.0815, s0.loss_bbox: 0.2729, s0.loss_mask: 0.2435, s1.loss_cls: 0.0998, s1.acc: 93.2191, s1.loss_bbox: 0.1222, s1.loss_mask: 0.1216, s2.loss_cls: 0.0477, s2.acc: 93.3090, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0572, loss: 1.2890 2022-09-17 08:28:19,954 - mmdet - INFO - Epoch [5][2550/7330] lr: 1.000e-04, eta: 1 day, 12:37:31, time: 0.551, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2058, s0.acc: 93.2307, s0.loss_bbox: 0.2726, s0.loss_mask: 0.2437, s1.loss_cls: 0.0979, s1.acc: 93.3709, s1.loss_bbox: 0.1229, s1.loss_mask: 0.1219, s2.loss_cls: 0.0467, s2.acc: 93.5202, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0578, loss: 1.2823 2022-09-17 08:28:47,856 - mmdet - INFO - Epoch [5][2600/7330] lr: 1.000e-04, eta: 1 day, 12:36:58, time: 0.557, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2102, s0.acc: 93.1060, s0.loss_bbox: 0.2666, s0.loss_mask: 0.2435, s1.loss_cls: 0.1010, s1.acc: 93.2619, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1209, s2.loss_cls: 0.0488, s2.acc: 93.3037, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0567, loss: 1.2815 2022-09-17 08:29:15,804 - mmdet - INFO - Epoch [5][2650/7330] lr: 1.000e-04, eta: 1 day, 12:36:27, time: 0.560, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2079, s0.acc: 93.0530, s0.loss_bbox: 0.2726, s0.loss_mask: 0.2416, s1.loss_cls: 0.1012, s1.acc: 93.0594, s1.loss_bbox: 0.1221, s1.loss_mask: 0.1207, s2.loss_cls: 0.0490, s2.acc: 93.0615, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0573, loss: 1.2860 2022-09-17 08:29:43,960 - mmdet - INFO - Epoch [5][2700/7330] lr: 1.000e-04, eta: 1 day, 12:35:57, time: 0.563, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1987, s0.acc: 93.4492, s0.loss_bbox: 0.2612, s0.loss_mask: 0.2402, s1.loss_cls: 0.0948, s1.acc: 93.6526, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1202, s2.loss_cls: 0.0452, s2.acc: 93.7573, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0571, loss: 1.2475 2022-09-17 08:30:12,150 - mmdet - INFO - Epoch [5][2750/7330] lr: 1.000e-04, eta: 1 day, 12:35:26, time: 0.564, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2099, s0.acc: 92.9294, s0.loss_bbox: 0.2712, s0.loss_mask: 0.2511, s1.loss_cls: 0.1017, s1.acc: 92.9274, s1.loss_bbox: 0.1212, s1.loss_mask: 0.1250, s2.loss_cls: 0.0485, s2.acc: 93.1195, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0591, loss: 1.3045 2022-09-17 08:30:40,154 - mmdet - INFO - Epoch [5][2800/7330] lr: 1.000e-04, eta: 1 day, 12:34:55, time: 0.560, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2036, s0.acc: 93.2241, s0.loss_bbox: 0.2739, s0.loss_mask: 0.2481, s1.loss_cls: 0.0977, s1.acc: 93.4351, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1225, s2.loss_cls: 0.0473, s2.acc: 93.3745, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0581, loss: 1.2887 2022-09-17 08:31:08,705 - mmdet - INFO - Epoch [5][2850/7330] lr: 1.000e-04, eta: 1 day, 12:34:28, time: 0.571, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2028, s0.acc: 93.2158, s0.loss_bbox: 0.2681, s0.loss_mask: 0.2433, s1.loss_cls: 0.0976, s1.acc: 93.2350, s1.loss_bbox: 0.1198, s1.loss_mask: 0.1224, s2.loss_cls: 0.0476, s2.acc: 93.1258, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0584, loss: 1.2759 2022-09-17 08:31:36,706 - mmdet - INFO - Epoch [5][2900/7330] lr: 1.000e-04, eta: 1 day, 12:33:56, time: 0.560, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1968, s0.acc: 93.5457, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2339, s1.loss_cls: 0.0948, s1.acc: 93.6108, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1180, s2.loss_cls: 0.0454, s2.acc: 93.6694, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0558, loss: 1.2259 2022-09-17 08:32:04,699 - mmdet - INFO - Epoch [5][2950/7330] lr: 1.000e-04, eta: 1 day, 12:33:25, time: 0.560, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1978, s0.acc: 93.5806, s0.loss_bbox: 0.2631, s0.loss_mask: 0.2482, s1.loss_cls: 0.0932, s1.acc: 93.7667, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1249, s2.loss_cls: 0.0450, s2.acc: 93.7590, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0595, loss: 1.2615 2022-09-17 08:32:32,959 - mmdet - INFO - Epoch [5][3000/7330] lr: 1.000e-04, eta: 1 day, 12:32:55, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2138, s0.acc: 92.9827, s0.loss_bbox: 0.2751, s0.loss_mask: 0.2454, s1.loss_cls: 0.1027, s1.acc: 93.0614, s1.loss_bbox: 0.1222, s1.loss_mask: 0.1233, s2.loss_cls: 0.0492, s2.acc: 93.1873, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0588, loss: 1.3043 2022-09-17 08:33:00,757 - mmdet - INFO - Epoch [5][3050/7330] lr: 1.000e-04, eta: 1 day, 12:32:22, time: 0.556, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2075, s0.acc: 93.1711, s0.loss_bbox: 0.2658, s0.loss_mask: 0.2480, s1.loss_cls: 0.1001, s1.acc: 93.3052, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1231, s2.loss_cls: 0.0482, s2.acc: 93.3531, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0586, loss: 1.2850 2022-09-17 08:33:28,931 - mmdet - INFO - Epoch [5][3100/7330] lr: 1.000e-04, eta: 1 day, 12:31:52, time: 0.563, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.2118, s0.acc: 93.1567, s0.loss_bbox: 0.2585, s0.loss_mask: 0.2415, s1.loss_cls: 0.1029, s1.acc: 93.2059, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1206, s2.loss_cls: 0.0491, s2.acc: 93.2633, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0573, loss: 1.2646 2022-09-17 08:33:56,972 - mmdet - INFO - Epoch [5][3150/7330] lr: 1.000e-04, eta: 1 day, 12:31:21, time: 0.562, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2158, s0.acc: 93.0120, s0.loss_bbox: 0.2661, s0.loss_mask: 0.2483, s1.loss_cls: 0.1036, s1.acc: 93.0962, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1239, s2.loss_cls: 0.0496, s2.acc: 93.2597, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0587, loss: 1.2991 2022-09-17 08:34:25,686 - mmdet - INFO - Epoch [5][3200/7330] lr: 1.000e-04, eta: 1 day, 12:30:55, time: 0.574, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2170, s0.acc: 93.0508, s0.loss_bbox: 0.2669, s0.loss_mask: 0.2427, s1.loss_cls: 0.1047, s1.acc: 93.1177, s1.loss_bbox: 0.1195, s1.loss_mask: 0.1209, s2.loss_cls: 0.0500, s2.acc: 93.2371, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0571, loss: 1.2933 2022-09-17 08:34:54,144 - mmdet - INFO - Epoch [5][3250/7330] lr: 1.000e-04, eta: 1 day, 12:30:27, time: 0.569, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2128, s0.acc: 93.0471, s0.loss_bbox: 0.2748, s0.loss_mask: 0.2473, s1.loss_cls: 0.1024, s1.acc: 93.0813, s1.loss_bbox: 0.1230, s1.loss_mask: 0.1237, s2.loss_cls: 0.0487, s2.acc: 93.2109, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0583, loss: 1.3068 2022-09-17 08:35:22,430 - mmdet - INFO - Epoch [5][3300/7330] lr: 1.000e-04, eta: 1 day, 12:29:58, time: 0.565, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2097, s0.acc: 93.0833, s0.loss_bbox: 0.2742, s0.loss_mask: 0.2546, s1.loss_cls: 0.1023, s1.acc: 93.1544, s1.loss_bbox: 0.1230, s1.loss_mask: 0.1273, s2.loss_cls: 0.0498, s2.acc: 92.9889, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0598, loss: 1.3142 2022-09-17 08:35:50,921 - mmdet - INFO - Epoch [5][3350/7330] lr: 1.000e-04, eta: 1 day, 12:29:30, time: 0.570, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2012, s0.acc: 93.4607, s0.loss_bbox: 0.2605, s0.loss_mask: 0.2542, s1.loss_cls: 0.0970, s1.acc: 93.5485, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1249, s2.loss_cls: 0.0467, s2.acc: 93.6007, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0590, loss: 1.2725 2022-09-17 08:36:18,552 - mmdet - INFO - Epoch [5][3400/7330] lr: 1.000e-04, eta: 1 day, 12:28:56, time: 0.554, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2089, s0.acc: 93.2053, s0.loss_bbox: 0.2630, s0.loss_mask: 0.2464, s1.loss_cls: 0.1018, s1.acc: 93.2411, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1233, s2.loss_cls: 0.0486, s2.acc: 93.3512, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0581, loss: 1.2817 2022-09-17 08:36:46,739 - mmdet - INFO - Epoch [5][3450/7330] lr: 1.000e-04, eta: 1 day, 12:28:26, time: 0.563, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2105, s0.acc: 93.1733, s0.loss_bbox: 0.2650, s0.loss_mask: 0.2479, s1.loss_cls: 0.1004, s1.acc: 93.2750, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1232, s2.loss_cls: 0.0485, s2.acc: 93.3589, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0586, loss: 1.2837 2022-09-17 08:37:15,133 - mmdet - INFO - Epoch [5][3500/7330] lr: 1.000e-04, eta: 1 day, 12:27:58, time: 0.568, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2189, s0.acc: 92.8555, s0.loss_bbox: 0.2826, s0.loss_mask: 0.2541, s1.loss_cls: 0.1057, s1.acc: 92.8431, s1.loss_bbox: 0.1266, s1.loss_mask: 0.1267, s2.loss_cls: 0.0502, s2.acc: 93.0747, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0598, loss: 1.3435 2022-09-17 08:37:43,205 - mmdet - INFO - Epoch [5][3550/7330] lr: 1.000e-04, eta: 1 day, 12:27:27, time: 0.561, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2147, s0.acc: 92.9673, s0.loss_bbox: 0.2688, s0.loss_mask: 0.2496, s1.loss_cls: 0.1038, s1.acc: 92.9864, s1.loss_bbox: 0.1220, s1.loss_mask: 0.1246, s2.loss_cls: 0.0506, s2.acc: 92.9270, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0589, loss: 1.3081 2022-09-17 08:38:11,187 - mmdet - INFO - Epoch [5][3600/7330] lr: 1.000e-04, eta: 1 day, 12:26:55, time: 0.559, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2143, s0.acc: 93.0864, s0.loss_bbox: 0.2635, s0.loss_mask: 0.2433, s1.loss_cls: 0.1017, s1.acc: 93.2656, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1227, s2.loss_cls: 0.0487, s2.acc: 93.2968, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0587, loss: 1.2817 2022-09-17 08:38:39,191 - mmdet - INFO - Epoch [5][3650/7330] lr: 1.000e-04, eta: 1 day, 12:26:24, time: 0.561, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2010, s0.acc: 93.3574, s0.loss_bbox: 0.2608, s0.loss_mask: 0.2475, s1.loss_cls: 0.0963, s1.acc: 93.4106, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1238, s2.loss_cls: 0.0460, s2.acc: 93.4855, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0584, loss: 1.2600 2022-09-17 08:39:08,150 - mmdet - INFO - Epoch [5][3700/7330] lr: 1.000e-04, eta: 1 day, 12:26:00, time: 0.579, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2067, s0.acc: 93.0645, s0.loss_bbox: 0.2747, s0.loss_mask: 0.2481, s1.loss_cls: 0.0989, s1.acc: 93.2159, s1.loss_bbox: 0.1220, s1.loss_mask: 0.1240, s2.loss_cls: 0.0472, s2.acc: 93.3683, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0590, loss: 1.2976 2022-09-17 08:39:36,579 - mmdet - INFO - Epoch [5][3750/7330] lr: 1.000e-04, eta: 1 day, 12:25:31, time: 0.568, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2188, s0.acc: 92.9358, s0.loss_bbox: 0.2722, s0.loss_mask: 0.2481, s1.loss_cls: 0.1044, s1.acc: 93.0684, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1249, s2.loss_cls: 0.0502, s2.acc: 93.1067, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0593, loss: 1.3187 2022-09-17 08:40:04,650 - mmdet - INFO - Epoch [5][3800/7330] lr: 1.000e-04, eta: 1 day, 12:25:01, time: 0.562, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2035, s0.acc: 93.1338, s0.loss_bbox: 0.2730, s0.loss_mask: 0.2443, s1.loss_cls: 0.0973, s1.acc: 93.2356, s1.loss_bbox: 0.1224, s1.loss_mask: 0.1216, s2.loss_cls: 0.0471, s2.acc: 93.2968, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0575, loss: 1.2803 2022-09-17 08:40:32,351 - mmdet - INFO - Epoch [5][3850/7330] lr: 1.000e-04, eta: 1 day, 12:24:27, time: 0.554, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2063, s0.acc: 93.3689, s0.loss_bbox: 0.2557, s0.loss_mask: 0.2446, s1.loss_cls: 0.0985, s1.acc: 93.4655, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1213, s2.loss_cls: 0.0470, s2.acc: 93.5849, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0571, loss: 1.2564 2022-09-17 08:41:00,509 - mmdet - INFO - Epoch [5][3900/7330] lr: 1.000e-04, eta: 1 day, 12:23:57, time: 0.562, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2042, s0.acc: 93.3015, s0.loss_bbox: 0.2622, s0.loss_mask: 0.2425, s1.loss_cls: 0.0967, s1.acc: 93.4533, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1206, s2.loss_cls: 0.0466, s2.acc: 93.6426, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0570, loss: 1.2552 2022-09-17 08:41:28,763 - mmdet - INFO - Epoch [5][3950/7330] lr: 1.000e-04, eta: 1 day, 12:23:28, time: 0.567, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2042, s0.acc: 93.2505, s0.loss_bbox: 0.2616, s0.loss_mask: 0.2389, s1.loss_cls: 0.0984, s1.acc: 93.3537, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1191, s2.loss_cls: 0.0475, s2.acc: 93.4166, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0565, loss: 1.2530 2022-09-17 08:41:56,863 - mmdet - INFO - Epoch [5][4000/7330] lr: 1.000e-04, eta: 1 day, 12:22:57, time: 0.562, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2066, s0.acc: 93.2197, s0.loss_bbox: 0.2659, s0.loss_mask: 0.2432, s1.loss_cls: 0.0997, s1.acc: 93.3921, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1191, s2.loss_cls: 0.0475, s2.acc: 93.5614, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0560, loss: 1.2675 2022-09-17 08:42:25,821 - mmdet - INFO - Epoch [5][4050/7330] lr: 1.000e-04, eta: 1 day, 12:22:33, time: 0.579, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2193, s0.acc: 92.8589, s0.loss_bbox: 0.2773, s0.loss_mask: 0.2513, s1.loss_cls: 0.1052, s1.acc: 92.9418, s1.loss_bbox: 0.1233, s1.loss_mask: 0.1257, s2.loss_cls: 0.0506, s2.acc: 92.9349, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0603, loss: 1.3310 2022-09-17 08:42:54,274 - mmdet - INFO - Epoch [5][4100/7330] lr: 1.000e-04, eta: 1 day, 12:22:05, time: 0.569, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.2149, s0.acc: 93.1072, s0.loss_bbox: 0.2697, s0.loss_mask: 0.2402, s1.loss_cls: 0.1013, s1.acc: 93.2974, s1.loss_bbox: 0.1191, s1.loss_mask: 0.1201, s2.loss_cls: 0.0479, s2.acc: 93.4411, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0569, loss: 1.2797 2022-09-17 08:43:22,463 - mmdet - INFO - Epoch [5][4150/7330] lr: 1.000e-04, eta: 1 day, 12:21:35, time: 0.563, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2237, s0.acc: 92.6450, s0.loss_bbox: 0.2829, s0.loss_mask: 0.2478, s1.loss_cls: 0.1065, s1.acc: 92.6724, s1.loss_bbox: 0.1253, s1.loss_mask: 0.1225, s2.loss_cls: 0.0513, s2.acc: 92.7941, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0576, loss: 1.3348 2022-09-17 08:43:51,075 - mmdet - INFO - Epoch [5][4200/7330] lr: 1.000e-04, eta: 1 day, 12:21:08, time: 0.572, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2117, s0.acc: 93.0837, s0.loss_bbox: 0.2691, s0.loss_mask: 0.2450, s1.loss_cls: 0.1020, s1.acc: 93.0996, s1.loss_bbox: 0.1212, s1.loss_mask: 0.1216, s2.loss_cls: 0.0495, s2.acc: 93.1637, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0577, loss: 1.2896 2022-09-17 08:44:19,483 - mmdet - INFO - Epoch [5][4250/7330] lr: 1.000e-04, eta: 1 day, 12:20:39, time: 0.568, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2154, s0.acc: 92.9290, s0.loss_bbox: 0.2758, s0.loss_mask: 0.2421, s1.loss_cls: 0.1018, s1.acc: 93.0651, s1.loss_bbox: 0.1233, s1.loss_mask: 0.1209, s2.loss_cls: 0.0491, s2.acc: 93.2239, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0572, loss: 1.3000 2022-09-17 08:44:48,186 - mmdet - INFO - Epoch [5][4300/7330] lr: 1.000e-04, eta: 1 day, 12:20:13, time: 0.574, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2168, s0.acc: 92.8740, s0.loss_bbox: 0.2819, s0.loss_mask: 0.2458, s1.loss_cls: 0.1042, s1.acc: 92.9288, s1.loss_bbox: 0.1265, s1.loss_mask: 0.1225, s2.loss_cls: 0.0499, s2.acc: 93.1286, s2.loss_bbox: 0.0490, s2.loss_mask: 0.0584, loss: 1.3234 2022-09-17 08:45:16,214 - mmdet - INFO - Epoch [5][4350/7330] lr: 1.000e-04, eta: 1 day, 12:19:42, time: 0.561, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2129, s0.acc: 92.9858, s0.loss_bbox: 0.2734, s0.loss_mask: 0.2383, s1.loss_cls: 0.0997, s1.acc: 93.2273, s1.loss_bbox: 0.1231, s1.loss_mask: 0.1200, s2.loss_cls: 0.0482, s2.acc: 93.2806, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0576, loss: 1.2875 2022-09-17 08:45:44,636 - mmdet - INFO - Epoch [5][4400/7330] lr: 1.000e-04, eta: 1 day, 12:19:14, time: 0.568, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.2094, s0.acc: 93.1345, s0.loss_bbox: 0.2717, s0.loss_mask: 0.2442, s1.loss_cls: 0.1008, s1.acc: 93.1383, s1.loss_bbox: 0.1221, s1.loss_mask: 0.1225, s2.loss_cls: 0.0488, s2.acc: 93.3329, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0577, loss: 1.2867 2022-09-17 08:46:12,438 - mmdet - INFO - Epoch [5][4450/7330] lr: 1.000e-04, eta: 1 day, 12:18:41, time: 0.556, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2087, s0.acc: 93.2334, s0.loss_bbox: 0.2637, s0.loss_mask: 0.2393, s1.loss_cls: 0.0991, s1.acc: 93.3985, s1.loss_bbox: 0.1190, s1.loss_mask: 0.1207, s2.loss_cls: 0.0470, s2.acc: 93.5361, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0567, loss: 1.2664 2022-09-17 08:46:40,278 - mmdet - INFO - Epoch [5][4500/7330] lr: 1.000e-04, eta: 1 day, 12:18:09, time: 0.556, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2247, s0.acc: 92.8679, s0.loss_bbox: 0.2753, s0.loss_mask: 0.2488, s1.loss_cls: 0.1071, s1.acc: 93.0128, s1.loss_bbox: 0.1222, s1.loss_mask: 0.1232, s2.loss_cls: 0.0513, s2.acc: 93.1445, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0583, loss: 1.3300 2022-09-17 08:47:09,102 - mmdet - INFO - Epoch [5][4550/7330] lr: 1.000e-04, eta: 1 day, 12:17:43, time: 0.577, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2237, s0.acc: 92.7170, s0.loss_bbox: 0.2807, s0.loss_mask: 0.2428, s1.loss_cls: 0.1073, s1.acc: 92.7601, s1.loss_bbox: 0.1265, s1.loss_mask: 0.1216, s2.loss_cls: 0.0518, s2.acc: 92.8054, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0574, loss: 1.3300 2022-09-17 08:47:37,411 - mmdet - INFO - Epoch [5][4600/7330] lr: 1.000e-04, eta: 1 day, 12:17:14, time: 0.566, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2227, s0.acc: 92.7395, s0.loss_bbox: 0.2833, s0.loss_mask: 0.2496, s1.loss_cls: 0.1058, s1.acc: 92.9561, s1.loss_bbox: 0.1253, s1.loss_mask: 0.1230, s2.loss_cls: 0.0508, s2.acc: 93.0097, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0579, loss: 1.3395 2022-09-17 08:48:06,083 - mmdet - INFO - Epoch [5][4650/7330] lr: 1.000e-04, eta: 1 day, 12:16:48, time: 0.573, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2092, s0.acc: 93.0657, s0.loss_bbox: 0.2703, s0.loss_mask: 0.2459, s1.loss_cls: 0.0995, s1.acc: 93.2385, s1.loss_bbox: 0.1201, s1.loss_mask: 0.1224, s2.loss_cls: 0.0474, s2.acc: 93.4352, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0575, loss: 1.2837 2022-09-17 08:48:33,981 - mmdet - INFO - Epoch [5][4700/7330] lr: 1.000e-04, eta: 1 day, 12:16:16, time: 0.558, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2170, s0.acc: 92.9124, s0.loss_bbox: 0.2755, s0.loss_mask: 0.2484, s1.loss_cls: 0.1043, s1.acc: 93.0330, s1.loss_bbox: 0.1234, s1.loss_mask: 0.1248, s2.loss_cls: 0.0502, s2.acc: 93.0276, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0593, loss: 1.3167 2022-09-17 08:49:02,333 - mmdet - INFO - Epoch [5][4750/7330] lr: 1.000e-04, eta: 1 day, 12:15:47, time: 0.567, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2153, s0.acc: 93.0037, s0.loss_bbox: 0.2718, s0.loss_mask: 0.2524, s1.loss_cls: 0.1044, s1.acc: 93.0403, s1.loss_bbox: 0.1222, s1.loss_mask: 0.1257, s2.loss_cls: 0.0500, s2.acc: 93.0563, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0598, loss: 1.3151 2022-09-17 08:49:30,478 - mmdet - INFO - Epoch [5][4800/7330] lr: 1.000e-04, eta: 1 day, 12:15:17, time: 0.563, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2087, s0.acc: 93.1755, s0.loss_bbox: 0.2682, s0.loss_mask: 0.2515, s1.loss_cls: 0.0998, s1.acc: 93.2420, s1.loss_bbox: 0.1212, s1.loss_mask: 0.1250, s2.loss_cls: 0.0489, s2.acc: 93.2091, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0595, loss: 1.2955 2022-09-17 08:49:59,087 - mmdet - INFO - Epoch [5][4850/7330] lr: 1.000e-04, eta: 1 day, 12:14:50, time: 0.572, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2356, s0.acc: 92.4626, s0.loss_bbox: 0.2851, s0.loss_mask: 0.2531, s1.loss_cls: 0.1116, s1.acc: 92.6793, s1.loss_bbox: 0.1239, s1.loss_mask: 0.1243, s2.loss_cls: 0.0536, s2.acc: 92.7729, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0586, loss: 1.3685 2022-09-17 08:50:27,278 - mmdet - INFO - Epoch [5][4900/7330] lr: 1.000e-04, eta: 1 day, 12:14:20, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2134, s0.acc: 92.9021, s0.loss_bbox: 0.2717, s0.loss_mask: 0.2449, s1.loss_cls: 0.1041, s1.acc: 92.9475, s1.loss_bbox: 0.1212, s1.loss_mask: 0.1213, s2.loss_cls: 0.0499, s2.acc: 92.9831, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0573, loss: 1.3037 2022-09-17 08:50:55,217 - mmdet - INFO - Epoch [5][4950/7330] lr: 1.000e-04, eta: 1 day, 12:13:49, time: 0.559, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2113, s0.acc: 93.0847, s0.loss_bbox: 0.2699, s0.loss_mask: 0.2460, s1.loss_cls: 0.0997, s1.acc: 93.3207, s1.loss_bbox: 0.1201, s1.loss_mask: 0.1220, s2.loss_cls: 0.0475, s2.acc: 93.3513, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0588, loss: 1.2895 2022-09-17 08:51:23,714 - mmdet - INFO - Epoch [5][5000/7330] lr: 1.000e-04, eta: 1 day, 12:13:21, time: 0.570, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2109, s0.acc: 93.1206, s0.loss_bbox: 0.2699, s0.loss_mask: 0.2433, s1.loss_cls: 0.1017, s1.acc: 93.2884, s1.loss_bbox: 0.1206, s1.loss_mask: 0.1218, s2.loss_cls: 0.0488, s2.acc: 93.3683, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0578, loss: 1.2867 2022-09-17 08:51:51,535 - mmdet - INFO - Epoch [5][5050/7330] lr: 1.000e-04, eta: 1 day, 12:12:49, time: 0.556, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.2036, s0.acc: 93.2725, s0.loss_bbox: 0.2658, s0.loss_mask: 0.2412, s1.loss_cls: 0.0963, s1.acc: 93.4496, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1196, s2.loss_cls: 0.0468, s2.acc: 93.4624, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0564, loss: 1.2576 2022-09-17 08:52:19,848 - mmdet - INFO - Epoch [5][5100/7330] lr: 1.000e-04, eta: 1 day, 12:12:20, time: 0.566, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2160, s0.acc: 92.9897, s0.loss_bbox: 0.2687, s0.loss_mask: 0.2483, s1.loss_cls: 0.1051, s1.acc: 92.8865, s1.loss_bbox: 0.1208, s1.loss_mask: 0.1240, s2.loss_cls: 0.0509, s2.acc: 92.9427, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0586, loss: 1.3023 2022-09-17 08:52:48,128 - mmdet - INFO - Epoch [5][5150/7330] lr: 1.000e-04, eta: 1 day, 12:11:50, time: 0.565, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2077, s0.acc: 93.0740, s0.loss_bbox: 0.2693, s0.loss_mask: 0.2438, s1.loss_cls: 0.0997, s1.acc: 93.1753, s1.loss_bbox: 0.1209, s1.loss_mask: 0.1216, s2.loss_cls: 0.0488, s2.acc: 93.2166, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0580, loss: 1.2846 2022-09-17 08:53:15,885 - mmdet - INFO - Epoch [5][5200/7330] lr: 1.000e-04, eta: 1 day, 12:11:18, time: 0.556, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2083, s0.acc: 93.1506, s0.loss_bbox: 0.2700, s0.loss_mask: 0.2441, s1.loss_cls: 0.1000, s1.acc: 93.1917, s1.loss_bbox: 0.1210, s1.loss_mask: 0.1232, s2.loss_cls: 0.0486, s2.acc: 93.2192, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0586, loss: 1.2859 2022-09-17 08:53:44,456 - mmdet - INFO - Epoch [5][5250/7330] lr: 1.000e-04, eta: 1 day, 12:10:50, time: 0.571, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2217, s0.acc: 92.9084, s0.loss_bbox: 0.2753, s0.loss_mask: 0.2492, s1.loss_cls: 0.1057, s1.acc: 93.0039, s1.loss_bbox: 0.1225, s1.loss_mask: 0.1238, s2.loss_cls: 0.0503, s2.acc: 93.1390, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0586, loss: 1.3256 2022-09-17 08:54:13,039 - mmdet - INFO - Epoch [5][5300/7330] lr: 1.000e-04, eta: 1 day, 12:10:23, time: 0.572, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2098, s0.acc: 93.1370, s0.loss_bbox: 0.2659, s0.loss_mask: 0.2438, s1.loss_cls: 0.1007, s1.acc: 93.2869, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1227, s2.loss_cls: 0.0487, s2.acc: 93.2805, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0586, loss: 1.2830 2022-09-17 08:54:41,526 - mmdet - INFO - Epoch [5][5350/7330] lr: 1.000e-04, eta: 1 day, 12:09:55, time: 0.569, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2103, s0.acc: 92.9553, s0.loss_bbox: 0.2744, s0.loss_mask: 0.2446, s1.loss_cls: 0.1008, s1.acc: 93.0239, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1208, s2.loss_cls: 0.0488, s2.acc: 93.0698, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0569, loss: 1.2911 2022-09-17 08:55:09,645 - mmdet - INFO - Epoch [5][5400/7330] lr: 1.000e-04, eta: 1 day, 12:09:25, time: 0.563, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2056, s0.acc: 93.2766, s0.loss_bbox: 0.2619, s0.loss_mask: 0.2476, s1.loss_cls: 0.0985, s1.acc: 93.3789, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1239, s2.loss_cls: 0.0473, s2.acc: 93.4241, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0593, loss: 1.2706 2022-09-17 08:55:37,860 - mmdet - INFO - Epoch [5][5450/7330] lr: 1.000e-04, eta: 1 day, 12:08:56, time: 0.564, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2104, s0.acc: 93.0359, s0.loss_bbox: 0.2753, s0.loss_mask: 0.2427, s1.loss_cls: 0.1018, s1.acc: 93.0580, s1.loss_bbox: 0.1235, s1.loss_mask: 0.1220, s2.loss_cls: 0.0495, s2.acc: 93.1324, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0579, loss: 1.2986 2022-09-17 08:56:05,864 - mmdet - INFO - Epoch [5][5500/7330] lr: 1.000e-04, eta: 1 day, 12:08:25, time: 0.560, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2003, s0.acc: 93.4370, s0.loss_bbox: 0.2598, s0.loss_mask: 0.2390, s1.loss_cls: 0.0963, s1.acc: 93.5758, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1199, s2.loss_cls: 0.0465, s2.acc: 93.5941, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0566, loss: 1.2482 2022-09-17 08:56:34,006 - mmdet - INFO - Epoch [5][5550/7330] lr: 1.000e-04, eta: 1 day, 12:07:54, time: 0.563, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2057, s0.acc: 93.1914, s0.loss_bbox: 0.2699, s0.loss_mask: 0.2460, s1.loss_cls: 0.0998, s1.acc: 93.2330, s1.loss_bbox: 0.1207, s1.loss_mask: 0.1215, s2.loss_cls: 0.0487, s2.acc: 93.2078, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0572, loss: 1.2820 2022-09-17 08:57:02,274 - mmdet - INFO - Epoch [5][5600/7330] lr: 1.000e-04, eta: 1 day, 12:07:25, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2085, s0.acc: 93.1292, s0.loss_bbox: 0.2718, s0.loss_mask: 0.2448, s1.loss_cls: 0.0989, s1.acc: 93.3453, s1.loss_bbox: 0.1209, s1.loss_mask: 0.1209, s2.loss_cls: 0.0479, s2.acc: 93.3873, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0568, loss: 1.2882 2022-09-17 08:57:30,838 - mmdet - INFO - Epoch [5][5650/7330] lr: 1.000e-04, eta: 1 day, 12:06:58, time: 0.572, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2105, s0.acc: 93.1013, s0.loss_bbox: 0.2713, s0.loss_mask: 0.2442, s1.loss_cls: 0.1009, s1.acc: 93.2166, s1.loss_bbox: 0.1210, s1.loss_mask: 0.1207, s2.loss_cls: 0.0493, s2.acc: 93.1049, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0571, loss: 1.2845 2022-09-17 08:57:58,905 - mmdet - INFO - Epoch [5][5700/7330] lr: 1.000e-04, eta: 1 day, 12:06:27, time: 0.561, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2103, s0.acc: 93.1482, s0.loss_bbox: 0.2708, s0.loss_mask: 0.2473, s1.loss_cls: 0.1014, s1.acc: 93.2108, s1.loss_bbox: 0.1211, s1.loss_mask: 0.1239, s2.loss_cls: 0.0492, s2.acc: 93.2134, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0584, loss: 1.2973 2022-09-17 08:58:27,519 - mmdet - INFO - Epoch [5][5750/7330] lr: 1.000e-04, eta: 1 day, 12:06:00, time: 0.573, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2046, s0.acc: 93.2451, s0.loss_bbox: 0.2683, s0.loss_mask: 0.2415, s1.loss_cls: 0.0995, s1.acc: 93.2563, s1.loss_bbox: 0.1203, s1.loss_mask: 0.1199, s2.loss_cls: 0.0480, s2.acc: 93.3316, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0572, loss: 1.2748 2022-09-17 08:58:55,753 - mmdet - INFO - Epoch [5][5800/7330] lr: 1.000e-04, eta: 1 day, 12:05:31, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2086, s0.acc: 93.1548, s0.loss_bbox: 0.2725, s0.loss_mask: 0.2456, s1.loss_cls: 0.0988, s1.acc: 93.3472, s1.loss_bbox: 0.1220, s1.loss_mask: 0.1226, s2.loss_cls: 0.0479, s2.acc: 93.3153, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0579, loss: 1.2882 2022-09-17 08:59:24,037 - mmdet - INFO - Epoch [5][5850/7330] lr: 1.000e-04, eta: 1 day, 12:05:02, time: 0.566, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2137, s0.acc: 93.1011, s0.loss_bbox: 0.2709, s0.loss_mask: 0.2500, s1.loss_cls: 0.1023, s1.acc: 93.0950, s1.loss_bbox: 0.1230, s1.loss_mask: 0.1263, s2.loss_cls: 0.0493, s2.acc: 93.2069, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0598, loss: 1.3104 2022-09-17 08:59:52,269 - mmdet - INFO - Epoch [5][5900/7330] lr: 1.000e-04, eta: 1 day, 12:04:32, time: 0.565, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.2052, s0.acc: 93.3022, s0.loss_bbox: 0.2621, s0.loss_mask: 0.2405, s1.loss_cls: 0.0993, s1.acc: 93.3542, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1205, s2.loss_cls: 0.0474, s2.acc: 93.4656, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0571, loss: 1.2597 2022-09-17 09:00:20,465 - mmdet - INFO - Epoch [5][5950/7330] lr: 1.000e-04, eta: 1 day, 12:04:02, time: 0.564, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2111, s0.acc: 93.1365, s0.loss_bbox: 0.2703, s0.loss_mask: 0.2427, s1.loss_cls: 0.1008, s1.acc: 93.2028, s1.loss_bbox: 0.1212, s1.loss_mask: 0.1211, s2.loss_cls: 0.0493, s2.acc: 93.1040, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0576, loss: 1.2870 2022-09-17 09:00:49,157 - mmdet - INFO - Epoch [5][6000/7330] lr: 1.000e-04, eta: 1 day, 12:03:36, time: 0.574, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2005, s0.acc: 93.4067, s0.loss_bbox: 0.2649, s0.loss_mask: 0.2382, s1.loss_cls: 0.0959, s1.acc: 93.5426, s1.loss_bbox: 0.1201, s1.loss_mask: 0.1201, s2.loss_cls: 0.0466, s2.acc: 93.6463, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0565, loss: 1.2533 2022-09-17 09:01:16,975 - mmdet - INFO - Epoch [5][6050/7330] lr: 1.000e-04, eta: 1 day, 12:03:03, time: 0.555, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2112, s0.acc: 93.1094, s0.loss_bbox: 0.2714, s0.loss_mask: 0.2523, s1.loss_cls: 0.1013, s1.acc: 93.1408, s1.loss_bbox: 0.1222, s1.loss_mask: 0.1275, s2.loss_cls: 0.0494, s2.acc: 93.1285, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0606, loss: 1.3139 2022-09-17 09:01:45,342 - mmdet - INFO - Epoch [5][6100/7330] lr: 1.000e-04, eta: 1 day, 12:02:35, time: 0.567, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2107, s0.acc: 93.1504, s0.loss_bbox: 0.2622, s0.loss_mask: 0.2436, s1.loss_cls: 0.1017, s1.acc: 93.2011, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1214, s2.loss_cls: 0.0490, s2.acc: 93.2689, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0580, loss: 1.2741 2022-09-17 09:02:14,059 - mmdet - INFO - Epoch [5][6150/7330] lr: 1.000e-04, eta: 1 day, 12:02:09, time: 0.575, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2289, s0.acc: 92.4883, s0.loss_bbox: 0.2833, s0.loss_mask: 0.2489, s1.loss_cls: 0.1113, s1.acc: 92.4793, s1.loss_bbox: 0.1258, s1.loss_mask: 0.1238, s2.loss_cls: 0.0536, s2.acc: 92.4746, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0587, loss: 1.3565 2022-09-17 09:02:41,969 - mmdet - INFO - Epoch [5][6200/7330] lr: 1.000e-04, eta: 1 day, 12:01:37, time: 0.557, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2085, s0.acc: 93.1814, s0.loss_bbox: 0.2640, s0.loss_mask: 0.2455, s1.loss_cls: 0.1013, s1.acc: 93.1721, s1.loss_bbox: 0.1186, s1.loss_mask: 0.1227, s2.loss_cls: 0.0494, s2.acc: 93.1486, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0582, loss: 1.2823 2022-09-17 09:03:10,101 - mmdet - INFO - Epoch [5][6250/7330] lr: 1.000e-04, eta: 1 day, 12:01:07, time: 0.564, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1972, s0.acc: 93.4817, s0.loss_bbox: 0.2584, s0.loss_mask: 0.2418, s1.loss_cls: 0.0954, s1.acc: 93.5409, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1209, s2.loss_cls: 0.0462, s2.acc: 93.5001, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0574, loss: 1.2453 2022-09-17 09:03:38,227 - mmdet - INFO - Epoch [5][6300/7330] lr: 1.000e-04, eta: 1 day, 12:00:37, time: 0.563, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2162, s0.acc: 92.8044, s0.loss_bbox: 0.2710, s0.loss_mask: 0.2452, s1.loss_cls: 0.1042, s1.acc: 92.7672, s1.loss_bbox: 0.1214, s1.loss_mask: 0.1219, s2.loss_cls: 0.0500, s2.acc: 92.8821, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0574, loss: 1.3019 2022-09-17 09:04:06,110 - mmdet - INFO - Epoch [5][6350/7330] lr: 1.000e-04, eta: 1 day, 12:00:05, time: 0.557, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2036, s0.acc: 93.2065, s0.loss_bbox: 0.2663, s0.loss_mask: 0.2398, s1.loss_cls: 0.0984, s1.acc: 93.3276, s1.loss_bbox: 0.1208, s1.loss_mask: 0.1205, s2.loss_cls: 0.0481, s2.acc: 93.3025, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0573, loss: 1.2702 2022-09-17 09:04:33,903 - mmdet - INFO - Epoch [5][6400/7330] lr: 1.000e-04, eta: 1 day, 11:59:33, time: 0.556, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.2109, s0.acc: 93.1592, s0.loss_bbox: 0.2631, s0.loss_mask: 0.2432, s1.loss_cls: 0.1024, s1.acc: 93.2608, s1.loss_bbox: 0.1206, s1.loss_mask: 0.1225, s2.loss_cls: 0.0493, s2.acc: 93.3518, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0583, loss: 1.2818 2022-09-17 09:05:02,238 - mmdet - INFO - Epoch [5][6450/7330] lr: 1.000e-04, eta: 1 day, 11:59:04, time: 0.566, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2078, s0.acc: 93.2773, s0.loss_bbox: 0.2606, s0.loss_mask: 0.2385, s1.loss_cls: 0.0997, s1.acc: 93.3856, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1189, s2.loss_cls: 0.0484, s2.acc: 93.3158, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0565, loss: 1.2619 2022-09-17 09:05:30,586 - mmdet - INFO - Epoch [5][6500/7330] lr: 1.000e-04, eta: 1 day, 11:58:35, time: 0.567, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2119, s0.acc: 93.0996, s0.loss_bbox: 0.2741, s0.loss_mask: 0.2468, s1.loss_cls: 0.1015, s1.acc: 93.2900, s1.loss_bbox: 0.1234, s1.loss_mask: 0.1226, s2.loss_cls: 0.0491, s2.acc: 93.2938, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0577, loss: 1.3030 2022-09-17 09:05:59,266 - mmdet - INFO - Epoch [5][6550/7330] lr: 1.000e-04, eta: 1 day, 11:58:09, time: 0.574, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2208, s0.acc: 92.8657, s0.loss_bbox: 0.2777, s0.loss_mask: 0.2536, s1.loss_cls: 0.1064, s1.acc: 92.9861, s1.loss_bbox: 0.1234, s1.loss_mask: 0.1256, s2.loss_cls: 0.0504, s2.acc: 93.0578, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0602, loss: 1.3369 2022-09-17 09:06:27,569 - mmdet - INFO - Epoch [5][6600/7330] lr: 1.000e-04, eta: 1 day, 11:57:40, time: 0.566, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2190, s0.acc: 92.9412, s0.loss_bbox: 0.2723, s0.loss_mask: 0.2416, s1.loss_cls: 0.1053, s1.acc: 93.0802, s1.loss_bbox: 0.1216, s1.loss_mask: 0.1208, s2.loss_cls: 0.0507, s2.acc: 93.0164, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0574, loss: 1.3049 2022-09-17 09:06:55,568 - mmdet - INFO - Epoch [5][6650/7330] lr: 1.000e-04, eta: 1 day, 11:57:09, time: 0.560, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2190, s0.acc: 92.9834, s0.loss_bbox: 0.2712, s0.loss_mask: 0.2495, s1.loss_cls: 0.1059, s1.acc: 93.0234, s1.loss_bbox: 0.1221, s1.loss_mask: 0.1236, s2.loss_cls: 0.0517, s2.acc: 93.0162, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0582, loss: 1.3195 2022-09-17 09:07:23,545 - mmdet - INFO - Epoch [5][6700/7330] lr: 1.000e-04, eta: 1 day, 11:56:38, time: 0.560, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2042, s0.acc: 93.1558, s0.loss_bbox: 0.2666, s0.loss_mask: 0.2465, s1.loss_cls: 0.0996, s1.acc: 93.1110, s1.loss_bbox: 0.1218, s1.loss_mask: 0.1248, s2.loss_cls: 0.0485, s2.acc: 93.1136, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0590, loss: 1.2805 2022-09-17 09:07:51,910 - mmdet - INFO - Epoch [5][6750/7330] lr: 1.000e-04, eta: 1 day, 11:56:10, time: 0.567, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2042, s0.acc: 93.3008, s0.loss_bbox: 0.2621, s0.loss_mask: 0.2435, s1.loss_cls: 0.1008, s1.acc: 93.1387, s1.loss_bbox: 0.1190, s1.loss_mask: 0.1214, s2.loss_cls: 0.0487, s2.acc: 93.2409, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0581, loss: 1.2730 2022-09-17 09:08:20,154 - mmdet - INFO - Epoch [5][6800/7330] lr: 1.000e-04, eta: 1 day, 11:55:40, time: 0.565, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2114, s0.acc: 93.0725, s0.loss_bbox: 0.2619, s0.loss_mask: 0.2427, s1.loss_cls: 0.1017, s1.acc: 93.2284, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1217, s2.loss_cls: 0.0493, s2.acc: 93.3157, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0577, loss: 1.2760 2022-09-17 09:08:48,543 - mmdet - INFO - Epoch [5][6850/7330] lr: 1.000e-04, eta: 1 day, 11:55:12, time: 0.567, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.2102, s0.acc: 93.2922, s0.loss_bbox: 0.2642, s0.loss_mask: 0.2435, s1.loss_cls: 0.1010, s1.acc: 93.3880, s1.loss_bbox: 0.1204, s1.loss_mask: 0.1223, s2.loss_cls: 0.0491, s2.acc: 93.3835, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0582, loss: 1.2802 2022-09-17 09:09:17,077 - mmdet - INFO - Epoch [5][6900/7330] lr: 1.000e-04, eta: 1 day, 11:54:44, time: 0.571, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2181, s0.acc: 92.8687, s0.loss_bbox: 0.2777, s0.loss_mask: 0.2498, s1.loss_cls: 0.1047, s1.acc: 93.0158, s1.loss_bbox: 0.1247, s1.loss_mask: 0.1244, s2.loss_cls: 0.0497, s2.acc: 93.1949, s2.loss_bbox: 0.0477, s2.loss_mask: 0.0593, loss: 1.3269 2022-09-17 09:09:45,332 - mmdet - INFO - Epoch [5][6950/7330] lr: 1.000e-04, eta: 1 day, 11:54:15, time: 0.565, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2115, s0.acc: 92.8940, s0.loss_bbox: 0.2710, s0.loss_mask: 0.2518, s1.loss_cls: 0.1025, s1.acc: 92.9366, s1.loss_bbox: 0.1222, s1.loss_mask: 0.1259, s2.loss_cls: 0.0495, s2.acc: 93.0568, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0599, loss: 1.3089 2022-09-17 09:10:13,733 - mmdet - INFO - Epoch [5][7000/7330] lr: 1.000e-04, eta: 1 day, 11:53:47, time: 0.569, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2068, s0.acc: 93.1704, s0.loss_bbox: 0.2639, s0.loss_mask: 0.2413, s1.loss_cls: 0.1001, s1.acc: 93.1639, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1201, s2.loss_cls: 0.0478, s2.acc: 93.3392, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0570, loss: 1.2689 2022-09-17 09:10:42,302 - mmdet - INFO - Epoch [5][7050/7330] lr: 1.000e-04, eta: 1 day, 11:53:19, time: 0.570, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1994, s0.acc: 93.4626, s0.loss_bbox: 0.2601, s0.loss_mask: 0.2370, s1.loss_cls: 0.0957, s1.acc: 93.5994, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1188, s2.loss_cls: 0.0466, s2.acc: 93.6193, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0564, loss: 1.2392 2022-09-17 09:11:10,690 - mmdet - INFO - Epoch [5][7100/7330] lr: 1.000e-04, eta: 1 day, 11:52:51, time: 0.569, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2048, s0.acc: 93.3296, s0.loss_bbox: 0.2591, s0.loss_mask: 0.2375, s1.loss_cls: 0.0983, s1.acc: 93.4378, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1193, s2.loss_cls: 0.0472, s2.acc: 93.4300, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0573, loss: 1.2528 2022-09-17 09:11:38,564 - mmdet - INFO - Epoch [5][7150/7330] lr: 1.000e-04, eta: 1 day, 11:52:19, time: 0.557, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1941, s0.acc: 93.6248, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2337, s1.loss_cls: 0.0949, s1.acc: 93.5382, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1174, s2.loss_cls: 0.0458, s2.acc: 93.5548, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0560, loss: 1.2138 2022-09-17 09:12:06,730 - mmdet - INFO - Epoch [5][7200/7330] lr: 1.000e-04, eta: 1 day, 11:51:49, time: 0.561, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2195, s0.acc: 92.9038, s0.loss_bbox: 0.2750, s0.loss_mask: 0.2562, s1.loss_cls: 0.1056, s1.acc: 93.0048, s1.loss_bbox: 0.1225, s1.loss_mask: 0.1267, s2.loss_cls: 0.0504, s2.acc: 93.1377, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0596, loss: 1.3322 2022-09-17 09:12:34,713 - mmdet - INFO - Epoch [5][7250/7330] lr: 1.000e-04, eta: 1 day, 11:51:18, time: 0.561, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2022, s0.acc: 93.4436, s0.loss_bbox: 0.2579, s0.loss_mask: 0.2421, s1.loss_cls: 0.0972, s1.acc: 93.5003, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1216, s2.loss_cls: 0.0467, s2.acc: 93.5477, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0569, loss: 1.2531 2022-09-17 09:13:03,150 - mmdet - INFO - Epoch [5][7300/7330] lr: 1.000e-04, eta: 1 day, 11:50:50, time: 0.569, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2083, s0.acc: 93.1130, s0.loss_bbox: 0.2661, s0.loss_mask: 0.2423, s1.loss_cls: 0.1020, s1.acc: 93.0745, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1211, s2.loss_cls: 0.0491, s2.acc: 93.1643, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0572, loss: 1.2819 2022-09-17 09:13:28,722 - mmdet - INFO - Saving checkpoint at 5 epochs 2022-09-17 09:15:12,821 - mmdet - INFO - Evaluating bbox... 2022-09-17 09:15:47,195 - 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 ] = 0.612 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.459 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 ] = 0.449 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 ] = 0.376 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.733 2022-09-17 09:15:47,195 - mmdet - INFO - Evaluating segm... 2022-09-17 09:16:21,137 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.372 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.585 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.399 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.181 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.395 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 ] = 0.503 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.503 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.503 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.305 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.539 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.668 2022-09-17 09:16:21,807 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 09:16:21,807 - mmdet - INFO - Epoch(val) [5][313] bbox_mAP: 0.4260, bbox_mAP_50: 0.6120, bbox_mAP_75: 0.4590, bbox_mAP_s: 0.2550, bbox_mAP_m: 0.4490, bbox_mAP_l: 0.5750, bbox_mAP_copypaste: 0.426 0.612 0.459 0.255 0.449 0.575, segm_mAP: 0.3720, segm_mAP_50: 0.5850, segm_mAP_75: 0.3990, segm_mAP_s: 0.1810, segm_mAP_m: 0.3950, segm_mAP_l: 0.5580, segm_mAP_copypaste: 0.372 0.585 0.399 0.181 0.395 0.558 2022-09-17 09:18:22,423 - mmdet - INFO - Epoch [6][50/7330] lr: 1.000e-04, eta: 1 day, 11:57:50, time: 2.411, data_time: 1.835, memory: 12701, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1960, s0.acc: 93.4636, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2419, s1.loss_cls: 0.0956, s1.acc: 93.4779, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1207, s2.loss_cls: 0.0464, s2.acc: 93.4655, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0571, loss: 1.2348 2022-09-17 09:18:50,638 - mmdet - INFO - Epoch [6][100/7330] lr: 1.000e-04, eta: 1 day, 11:57:19, time: 0.563, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1980, s0.acc: 93.5625, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2406, s1.loss_cls: 0.0965, s1.acc: 93.5280, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1216, s2.loss_cls: 0.0468, s2.acc: 93.5627, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0578, loss: 1.2440 2022-09-17 09:19:19,177 - mmdet - INFO - Epoch [6][150/7330] lr: 1.000e-04, eta: 1 day, 11:56:51, time: 0.571, data_time: 0.013, memory: 12701, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1938, s0.acc: 93.6421, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2290, s1.loss_cls: 0.0943, s1.acc: 93.6654, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1155, s2.loss_cls: 0.0459, s2.acc: 93.5930, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0547, loss: 1.1983 2022-09-17 09:19:47,069 - mmdet - INFO - Epoch [6][200/7330] lr: 1.000e-04, eta: 1 day, 11:56:19, time: 0.558, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.2050, s0.acc: 93.2222, s0.loss_bbox: 0.2637, s0.loss_mask: 0.2438, s1.loss_cls: 0.0990, s1.acc: 93.2202, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1219, s2.loss_cls: 0.0475, s2.acc: 93.2943, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0575, loss: 1.2645 2022-09-17 09:20:15,027 - mmdet - INFO - Epoch [6][250/7330] lr: 1.000e-04, eta: 1 day, 11:55:46, time: 0.555, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2024, s0.acc: 93.3020, s0.loss_bbox: 0.2608, s0.loss_mask: 0.2334, s1.loss_cls: 0.0968, s1.acc: 93.3741, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1171, s2.loss_cls: 0.0470, s2.acc: 93.3806, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0554, loss: 1.2387 2022-09-17 09:20:43,954 - mmdet - INFO - Epoch [6][300/7330] lr: 1.000e-04, eta: 1 day, 11:55:21, time: 0.582, data_time: 0.013, memory: 12701, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1942, s0.acc: 93.4038, s0.loss_bbox: 0.2649, s0.loss_mask: 0.2415, s1.loss_cls: 0.0948, s1.acc: 93.3696, s1.loss_bbox: 0.1209, s1.loss_mask: 0.1212, s2.loss_cls: 0.0465, s2.acc: 93.3240, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0579, loss: 1.2522 2022-09-17 09:21:12,131 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 09:21:12,133 - mmdet - INFO - Epoch [6][350/7330] lr: 1.000e-04, eta: 1 day, 11:54:51, time: 0.563, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2106, s0.acc: 93.0151, s0.loss_bbox: 0.2735, s0.loss_mask: 0.2427, s1.loss_cls: 0.1015, s1.acc: 93.0857, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1207, s2.loss_cls: 0.0489, s2.acc: 93.1011, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0571, loss: 1.2930 2022-09-17 09:21:40,747 - mmdet - INFO - Epoch [6][400/7330] lr: 1.000e-04, eta: 1 day, 11:54:23, time: 0.573, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2107, s0.acc: 92.8972, s0.loss_bbox: 0.2803, s0.loss_mask: 0.2437, s1.loss_cls: 0.1014, s1.acc: 93.0713, s1.loss_bbox: 0.1262, s1.loss_mask: 0.1216, s2.loss_cls: 0.0488, s2.acc: 93.1022, s2.loss_bbox: 0.0485, s2.loss_mask: 0.0574, loss: 1.3072 2022-09-17 09:22:08,423 - mmdet - INFO - Epoch [6][450/7330] lr: 1.000e-04, eta: 1 day, 11:53:50, time: 0.554, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2033, s0.acc: 93.2742, s0.loss_bbox: 0.2650, s0.loss_mask: 0.2389, s1.loss_cls: 0.0977, s1.acc: 93.3741, s1.loss_bbox: 0.1213, s1.loss_mask: 0.1219, s2.loss_cls: 0.0472, s2.acc: 93.3296, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0572, loss: 1.2620 2022-09-17 09:22:36,730 - mmdet - INFO - Epoch [6][500/7330] lr: 1.000e-04, eta: 1 day, 11:53:20, time: 0.565, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2154, s0.acc: 92.9346, s0.loss_bbox: 0.2718, s0.loss_mask: 0.2506, s1.loss_cls: 0.1035, s1.acc: 92.9795, s1.loss_bbox: 0.1195, s1.loss_mask: 0.1241, s2.loss_cls: 0.0489, s2.acc: 93.0952, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0587, loss: 1.3057 2022-09-17 09:23:05,060 - mmdet - INFO - Epoch [6][550/7330] lr: 1.000e-04, eta: 1 day, 11:52:51, time: 0.567, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1929, s0.acc: 93.6741, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2402, s1.loss_cls: 0.0919, s1.acc: 93.7241, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1205, s2.loss_cls: 0.0441, s2.acc: 93.7760, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0570, loss: 1.2217 2022-09-17 09:23:33,151 - mmdet - INFO - Epoch [6][600/7330] lr: 1.000e-04, eta: 1 day, 11:52:20, time: 0.562, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2024, s0.acc: 93.3013, s0.loss_bbox: 0.2621, s0.loss_mask: 0.2394, s1.loss_cls: 0.0978, s1.acc: 93.3502, s1.loss_bbox: 0.1191, s1.loss_mask: 0.1204, s2.loss_cls: 0.0469, s2.acc: 93.4730, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0575, loss: 1.2558 2022-09-17 09:24:01,749 - mmdet - INFO - Epoch [6][650/7330] lr: 1.000e-04, eta: 1 day, 11:51:52, time: 0.572, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2069, s0.acc: 93.2053, s0.loss_bbox: 0.2685, s0.loss_mask: 0.2470, s1.loss_cls: 0.0994, s1.acc: 93.4155, s1.loss_bbox: 0.1198, s1.loss_mask: 0.1236, s2.loss_cls: 0.0480, s2.acc: 93.4290, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0581, loss: 1.2834 2022-09-17 09:24:30,401 - mmdet - INFO - Epoch [6][700/7330] lr: 1.000e-04, eta: 1 day, 11:51:24, time: 0.574, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2030, s0.acc: 93.2046, s0.loss_bbox: 0.2631, s0.loss_mask: 0.2373, s1.loss_cls: 0.0971, s1.acc: 93.1893, s1.loss_bbox: 0.1202, s1.loss_mask: 0.1193, s2.loss_cls: 0.0470, s2.acc: 93.1594, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0567, loss: 1.2560 2022-09-17 09:24:58,731 - mmdet - INFO - Epoch [6][750/7330] lr: 1.000e-04, eta: 1 day, 11:50:55, time: 0.567, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1998, s0.acc: 93.5669, s0.loss_bbox: 0.2571, s0.loss_mask: 0.2400, s1.loss_cls: 0.0950, s1.acc: 93.7106, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1202, s2.loss_cls: 0.0459, s2.acc: 93.6990, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0571, loss: 1.2385 2022-09-17 09:25:27,096 - mmdet - INFO - Epoch [6][800/7330] lr: 1.000e-04, eta: 1 day, 11:50:26, time: 0.567, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2077, s0.acc: 93.0461, s0.loss_bbox: 0.2693, s0.loss_mask: 0.2379, s1.loss_cls: 0.0994, s1.acc: 93.1117, s1.loss_bbox: 0.1193, s1.loss_mask: 0.1186, s2.loss_cls: 0.0479, s2.acc: 93.2496, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0566, loss: 1.2728 2022-09-17 09:25:55,018 - mmdet - INFO - Epoch [6][850/7330] lr: 1.000e-04, eta: 1 day, 11:49:54, time: 0.558, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2123, s0.acc: 92.8970, s0.loss_bbox: 0.2750, s0.loss_mask: 0.2473, s1.loss_cls: 0.1027, s1.acc: 92.9421, s1.loss_bbox: 0.1236, s1.loss_mask: 0.1225, s2.loss_cls: 0.0495, s2.acc: 92.9985, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0581, loss: 1.3116 2022-09-17 09:26:23,051 - mmdet - INFO - Epoch [6][900/7330] lr: 1.000e-04, eta: 1 day, 11:49:22, time: 0.561, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2109, s0.acc: 93.2395, s0.loss_bbox: 0.2622, s0.loss_mask: 0.2430, s1.loss_cls: 0.1015, s1.acc: 93.3343, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1217, s2.loss_cls: 0.0488, s2.acc: 93.2643, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0578, loss: 1.2757 2022-09-17 09:26:51,339 - mmdet - INFO - Epoch [6][950/7330] lr: 1.000e-04, eta: 1 day, 11:48:53, time: 0.566, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2049, s0.acc: 93.1655, s0.loss_bbox: 0.2730, s0.loss_mask: 0.2348, s1.loss_cls: 0.0986, s1.acc: 93.2347, s1.loss_bbox: 0.1236, s1.loss_mask: 0.1189, s2.loss_cls: 0.0486, s2.acc: 93.1685, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0567, loss: 1.2766 2022-09-17 09:27:19,200 - mmdet - INFO - Epoch [6][1000/7330] lr: 1.000e-04, eta: 1 day, 11:48:20, time: 0.557, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2056, s0.acc: 93.3125, s0.loss_bbox: 0.2635, s0.loss_mask: 0.2434, s1.loss_cls: 0.0999, s1.acc: 93.3314, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1219, s2.loss_cls: 0.0482, s2.acc: 93.3290, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0577, loss: 1.2689 2022-09-17 09:27:47,007 - mmdet - INFO - Epoch [6][1050/7330] lr: 1.000e-04, eta: 1 day, 11:47:48, time: 0.556, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2019, s0.acc: 93.3667, s0.loss_bbox: 0.2630, s0.loss_mask: 0.2344, s1.loss_cls: 0.0983, s1.acc: 93.4106, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1166, s2.loss_cls: 0.0480, s2.acc: 93.2631, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0558, loss: 1.2462 2022-09-17 09:28:14,778 - mmdet - INFO - Epoch [6][1100/7330] lr: 1.000e-04, eta: 1 day, 11:47:15, time: 0.555, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1996, s0.acc: 93.4678, s0.loss_bbox: 0.2661, s0.loss_mask: 0.2357, s1.loss_cls: 0.0947, s1.acc: 93.6184, s1.loss_bbox: 0.1193, s1.loss_mask: 0.1200, s2.loss_cls: 0.0459, s2.acc: 93.5594, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0568, loss: 1.2471 2022-09-17 09:28:42,287 - mmdet - INFO - Epoch [6][1150/7330] lr: 1.000e-04, eta: 1 day, 11:46:41, time: 0.550, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1970, s0.acc: 93.5491, s0.loss_bbox: 0.2571, s0.loss_mask: 0.2342, s1.loss_cls: 0.0941, s1.acc: 93.6930, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1167, s2.loss_cls: 0.0457, s2.acc: 93.7072, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0550, loss: 1.2214 2022-09-17 09:29:11,092 - mmdet - INFO - Epoch [6][1200/7330] lr: 1.000e-04, eta: 1 day, 11:46:14, time: 0.576, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2073, s0.acc: 93.2258, s0.loss_bbox: 0.2627, s0.loss_mask: 0.2419, s1.loss_cls: 0.1005, s1.acc: 93.2024, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1198, s2.loss_cls: 0.0486, s2.acc: 93.3274, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0566, loss: 1.2683 2022-09-17 09:29:39,133 - mmdet - INFO - Epoch [6][1250/7330] lr: 1.000e-04, eta: 1 day, 11:45:43, time: 0.560, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1982, s0.acc: 93.4927, s0.loss_bbox: 0.2579, s0.loss_mask: 0.2421, s1.loss_cls: 0.0966, s1.acc: 93.3984, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1209, s2.loss_cls: 0.0469, s2.acc: 93.4157, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0577, loss: 1.2466 2022-09-17 09:30:06,900 - mmdet - INFO - Epoch [6][1300/7330] lr: 1.000e-04, eta: 1 day, 11:45:10, time: 0.556, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1961, s0.acc: 93.5037, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2425, s1.loss_cls: 0.0947, s1.acc: 93.5605, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1224, s2.loss_cls: 0.0456, s2.acc: 93.5385, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0579, loss: 1.2299 2022-09-17 09:30:34,682 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 09:30:34,683 - mmdet - INFO - Epoch [6][1350/7330] lr: 1.000e-04, eta: 1 day, 11:44:38, time: 0.556, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.2000, s0.acc: 93.4375, s0.loss_bbox: 0.2621, s0.loss_mask: 0.2400, s1.loss_cls: 0.0966, s1.acc: 93.4723, s1.loss_bbox: 0.1194, s1.loss_mask: 0.1207, s2.loss_cls: 0.0471, s2.acc: 93.3067, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0570, loss: 1.2530 2022-09-17 09:31:02,560 - mmdet - INFO - Epoch [6][1400/7330] lr: 1.000e-04, eta: 1 day, 11:44:06, time: 0.558, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1959, s0.acc: 93.5435, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2316, s1.loss_cls: 0.0938, s1.acc: 93.6183, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1169, s2.loss_cls: 0.0454, s2.acc: 93.6232, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0559, loss: 1.2213 2022-09-17 09:31:30,953 - mmdet - INFO - Epoch [6][1450/7330] lr: 1.000e-04, eta: 1 day, 11:43:36, time: 0.567, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2134, s0.acc: 92.9944, s0.loss_bbox: 0.2749, s0.loss_mask: 0.2361, s1.loss_cls: 0.1011, s1.acc: 93.1368, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1164, s2.loss_cls: 0.0492, s2.acc: 93.1037, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0549, loss: 1.2829 2022-09-17 09:31:59,507 - mmdet - INFO - Epoch [6][1500/7330] lr: 1.000e-04, eta: 1 day, 11:43:08, time: 0.571, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2048, s0.acc: 93.1384, s0.loss_bbox: 0.2703, s0.loss_mask: 0.2376, s1.loss_cls: 0.0978, s1.acc: 93.2311, s1.loss_bbox: 0.1231, s1.loss_mask: 0.1196, s2.loss_cls: 0.0478, s2.acc: 93.2329, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0573, loss: 1.2721 2022-09-17 09:32:27,538 - mmdet - INFO - Epoch [6][1550/7330] lr: 1.000e-04, eta: 1 day, 11:42:37, time: 0.561, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1956, s0.acc: 93.6301, s0.loss_bbox: 0.2596, s0.loss_mask: 0.2376, s1.loss_cls: 0.0931, s1.acc: 93.6846, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1203, s2.loss_cls: 0.0448, s2.acc: 93.8361, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0577, loss: 1.2308 2022-09-17 09:32:55,258 - mmdet - INFO - Epoch [6][1600/7330] lr: 1.000e-04, eta: 1 day, 11:42:04, time: 0.554, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2054, s0.acc: 93.3298, s0.loss_bbox: 0.2607, s0.loss_mask: 0.2476, s1.loss_cls: 0.0984, s1.acc: 93.4668, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1240, s2.loss_cls: 0.0475, s2.acc: 93.4815, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0591, loss: 1.2693 2022-09-17 09:33:23,804 - mmdet - INFO - Epoch [6][1650/7330] lr: 1.000e-04, eta: 1 day, 11:41:36, time: 0.571, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1938, s0.acc: 93.6140, s0.loss_bbox: 0.2571, s0.loss_mask: 0.2408, s1.loss_cls: 0.0934, s1.acc: 93.6556, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1208, s2.loss_cls: 0.0447, s2.acc: 93.7456, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0574, loss: 1.2331 2022-09-17 09:33:51,741 - mmdet - INFO - Epoch [6][1700/7330] lr: 1.000e-04, eta: 1 day, 11:41:04, time: 0.558, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1986, s0.acc: 93.4875, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2402, s1.loss_cls: 0.0957, s1.acc: 93.6043, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1199, s2.loss_cls: 0.0464, s2.acc: 93.5462, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0573, loss: 1.2402 2022-09-17 09:34:19,356 - mmdet - INFO - Epoch [6][1750/7330] lr: 1.000e-04, eta: 1 day, 11:40:31, time: 0.553, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2050, s0.acc: 93.1426, s0.loss_bbox: 0.2728, s0.loss_mask: 0.2507, s1.loss_cls: 0.0979, s1.acc: 93.2322, s1.loss_bbox: 0.1227, s1.loss_mask: 0.1246, s2.loss_cls: 0.0471, s2.acc: 93.3473, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0594, loss: 1.2947 2022-09-17 09:34:47,263 - mmdet - INFO - Epoch [6][1800/7330] lr: 1.000e-04, eta: 1 day, 11:39:59, time: 0.558, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1997, s0.acc: 93.4287, s0.loss_bbox: 0.2587, s0.loss_mask: 0.2408, s1.loss_cls: 0.0965, s1.acc: 93.5109, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1207, s2.loss_cls: 0.0465, s2.acc: 93.4930, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0568, loss: 1.2486 2022-09-17 09:35:14,958 - mmdet - INFO - Epoch [6][1850/7330] lr: 1.000e-04, eta: 1 day, 11:39:26, time: 0.554, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.2008, s0.acc: 93.5564, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2366, s1.loss_cls: 0.0960, s1.acc: 93.6762, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1190, s2.loss_cls: 0.0465, s2.acc: 93.7293, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0564, loss: 1.2384 2022-09-17 09:35:43,615 - mmdet - INFO - Epoch [6][1900/7330] lr: 1.000e-04, eta: 1 day, 11:38:58, time: 0.573, data_time: 0.011, memory: 12701, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2086, s0.acc: 93.2043, s0.loss_bbox: 0.2649, s0.loss_mask: 0.2403, s1.loss_cls: 0.1007, s1.acc: 93.2783, s1.loss_bbox: 0.1189, s1.loss_mask: 0.1207, s2.loss_cls: 0.0484, s2.acc: 93.2727, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0571, loss: 1.2741 2022-09-17 09:36:11,784 - mmdet - INFO - Epoch [6][1950/7330] lr: 1.000e-04, eta: 1 day, 11:38:28, time: 0.563, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1882, s0.acc: 93.6282, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2347, s1.loss_cls: 0.0902, s1.acc: 93.7466, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1177, s2.loss_cls: 0.0435, s2.acc: 93.7140, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0564, loss: 1.2002 2022-09-17 09:36:39,562 - mmdet - INFO - Epoch [6][2000/7330] lr: 1.000e-04, eta: 1 day, 11:37:56, time: 0.556, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1891, s0.acc: 93.7590, s0.loss_bbox: 0.2539, s0.loss_mask: 0.2323, s1.loss_cls: 0.0908, s1.acc: 93.7785, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1180, s2.loss_cls: 0.0437, s2.acc: 93.7744, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0564, loss: 1.2074 2022-09-17 09:37:07,904 - mmdet - INFO - Epoch [6][2050/7330] lr: 1.000e-04, eta: 1 day, 11:37:26, time: 0.566, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2171, s0.acc: 92.9456, s0.loss_bbox: 0.2666, s0.loss_mask: 0.2457, s1.loss_cls: 0.1046, s1.acc: 93.0208, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1223, s2.loss_cls: 0.0499, s2.acc: 93.1705, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0577, loss: 1.2927 2022-09-17 09:37:35,639 - mmdet - INFO - Epoch [6][2100/7330] lr: 1.000e-04, eta: 1 day, 11:36:54, time: 0.555, data_time: 0.010, memory: 12701, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2019, s0.acc: 93.3164, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2408, s1.loss_cls: 0.0978, s1.acc: 93.3214, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1207, s2.loss_cls: 0.0474, s2.acc: 93.3705, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0572, loss: 1.2503 2022-09-17 09:38:03,908 - mmdet - INFO - Epoch [6][2150/7330] lr: 1.000e-04, eta: 1 day, 11:36:24, time: 0.565, data_time: 0.007, memory: 12701, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1959, s0.acc: 93.6531, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2398, s1.loss_cls: 0.0948, s1.acc: 93.6591, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1200, s2.loss_cls: 0.0455, s2.acc: 93.7416, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0567, loss: 1.2277 2022-09-17 09:38:31,745 - mmdet - INFO - Epoch [6][2200/7330] lr: 1.000e-04, eta: 1 day, 11:35:52, time: 0.556, data_time: 0.009, memory: 12701, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1955, s0.acc: 93.5139, s0.loss_bbox: 0.2535, s0.loss_mask: 0.2417, s1.loss_cls: 0.0939, s1.acc: 93.5749, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1215, s2.loss_cls: 0.0457, s2.acc: 93.6393, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0575, loss: 1.2383 2022-09-17 09:38:59,610 - mmdet - INFO - Epoch [6][2250/7330] lr: 1.000e-04, eta: 1 day, 11:35:20, time: 0.558, data_time: 0.008, memory: 12701, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1955, s0.acc: 93.5930, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2405, s1.loss_cls: 0.0939, s1.acc: 93.7213, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1221, s2.loss_cls: 0.0453, s2.acc: 93.7403, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0579, loss: 1.2296 2022-09-17 09:39:27,475 - mmdet - INFO - Epoch [6][2300/7330] lr: 1.000e-04, eta: 1 day, 11:34:48, time: 0.558, data_time: 0.012, memory: 12701, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2044, s0.acc: 93.2817, s0.loss_bbox: 0.2652, s0.loss_mask: 0.2400, s1.loss_cls: 0.0982, s1.acc: 93.3705, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1200, s2.loss_cls: 0.0474, s2.acc: 93.3606, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0572, loss: 1.2646 2022-09-17 09:39:54,881 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 09:39:54,881 - mmdet - INFO - Epoch [6][2350/7330] lr: 1.000e-04, eta: 1 day, 11:34:13, time: 0.548, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1937, s0.acc: 93.5786, s0.loss_bbox: 0.2560, s0.loss_mask: 0.2332, s1.loss_cls: 0.0949, s1.acc: 93.5113, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1168, s2.loss_cls: 0.0469, s2.acc: 93.4349, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0554, loss: 1.2184 2022-09-17 09:40:23,609 - mmdet - INFO - Epoch [6][2400/7330] lr: 1.000e-04, eta: 1 day, 11:33:46, time: 0.575, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2100, s0.acc: 93.0720, s0.loss_bbox: 0.2735, s0.loss_mask: 0.2418, s1.loss_cls: 0.1017, s1.acc: 93.1415, s1.loss_bbox: 0.1225, s1.loss_mask: 0.1202, s2.loss_cls: 0.0492, s2.acc: 93.1129, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0570, loss: 1.2943 2022-09-17 09:40:51,722 - mmdet - INFO - Epoch [6][2450/7330] lr: 1.000e-04, eta: 1 day, 11:33:16, time: 0.562, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2091, s0.acc: 93.1069, s0.loss_bbox: 0.2585, s0.loss_mask: 0.2456, s1.loss_cls: 0.1006, s1.acc: 93.1297, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1236, s2.loss_cls: 0.0485, s2.acc: 93.2188, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0588, loss: 1.2753 2022-09-17 09:41:20,430 - mmdet - INFO - Epoch [6][2500/7330] lr: 1.000e-04, eta: 1 day, 11:32:49, time: 0.574, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1983, s0.acc: 93.2881, s0.loss_bbox: 0.2603, s0.loss_mask: 0.2416, s1.loss_cls: 0.0947, s1.acc: 93.3086, s1.loss_bbox: 0.1173, s1.loss_mask: 0.1210, s2.loss_cls: 0.0457, s2.acc: 93.4085, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0574, loss: 1.2466 2022-09-17 09:41:48,652 - mmdet - INFO - Epoch [6][2550/7330] lr: 1.000e-04, eta: 1 day, 11:32:19, time: 0.564, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1993, s0.acc: 93.2690, s0.loss_bbox: 0.2683, s0.loss_mask: 0.2437, s1.loss_cls: 0.0967, s1.acc: 93.2420, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1224, s2.loss_cls: 0.0477, s2.acc: 93.2411, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0583, loss: 1.2687 2022-09-17 09:42:17,123 - mmdet - INFO - Epoch [6][2600/7330] lr: 1.000e-04, eta: 1 day, 11:31:49, time: 0.566, data_time: 0.012, memory: 12702, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1972, s0.acc: 93.5381, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2311, s1.loss_cls: 0.0941, s1.acc: 93.5665, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1162, s2.loss_cls: 0.0454, s2.acc: 93.6518, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0554, loss: 1.2104 2022-09-17 09:42:45,682 - mmdet - INFO - Epoch [6][2650/7330] lr: 1.000e-04, eta: 1 day, 11:31:22, time: 0.575, data_time: 0.012, memory: 12702, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2115, s0.acc: 93.1079, s0.loss_bbox: 0.2675, s0.loss_mask: 0.2431, s1.loss_cls: 0.1019, s1.acc: 93.1449, s1.loss_bbox: 0.1205, s1.loss_mask: 0.1212, s2.loss_cls: 0.0486, s2.acc: 93.3508, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0572, loss: 1.2829 2022-09-17 09:43:14,059 - mmdet - INFO - Epoch [6][2700/7330] lr: 1.000e-04, eta: 1 day, 11:30:53, time: 0.567, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2086, s0.acc: 93.0730, s0.loss_bbox: 0.2682, s0.loss_mask: 0.2414, s1.loss_cls: 0.1013, s1.acc: 93.0489, s1.loss_bbox: 0.1201, s1.loss_mask: 0.1203, s2.loss_cls: 0.0491, s2.acc: 93.1176, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0571, loss: 1.2821 2022-09-17 09:43:41,883 - mmdet - INFO - Epoch [6][2750/7330] lr: 1.000e-04, eta: 1 day, 11:30:21, time: 0.556, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2034, s0.acc: 93.3066, s0.loss_bbox: 0.2621, s0.loss_mask: 0.2361, s1.loss_cls: 0.0989, s1.acc: 93.3023, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1186, s2.loss_cls: 0.0477, s2.acc: 93.4074, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0564, loss: 1.2558 2022-09-17 09:44:10,036 - mmdet - INFO - Epoch [6][2800/7330] lr: 1.000e-04, eta: 1 day, 11:29:51, time: 0.564, data_time: 0.011, memory: 12702, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2011, s0.acc: 93.3362, s0.loss_bbox: 0.2606, s0.loss_mask: 0.2422, s1.loss_cls: 0.0962, s1.acc: 93.4656, s1.loss_bbox: 0.1193, s1.loss_mask: 0.1215, s2.loss_cls: 0.0468, s2.acc: 93.3994, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0580, loss: 1.2555 2022-09-17 09:44:37,642 - mmdet - INFO - Epoch [6][2850/7330] lr: 1.000e-04, eta: 1 day, 11:29:17, time: 0.552, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.2078, s0.acc: 93.1677, s0.loss_bbox: 0.2689, s0.loss_mask: 0.2444, s1.loss_cls: 0.1001, s1.acc: 93.2373, s1.loss_bbox: 0.1214, s1.loss_mask: 0.1209, s2.loss_cls: 0.0482, s2.acc: 93.2244, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0570, loss: 1.2774 2022-09-17 09:45:06,155 - mmdet - INFO - Epoch [6][2900/7330] lr: 1.000e-04, eta: 1 day, 11:28:49, time: 0.570, data_time: 0.011, memory: 12702, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2030, s0.acc: 93.2571, s0.loss_bbox: 0.2667, s0.loss_mask: 0.2431, s1.loss_cls: 0.0992, s1.acc: 93.2514, s1.loss_bbox: 0.1203, s1.loss_mask: 0.1219, s2.loss_cls: 0.0480, s2.acc: 93.2859, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0580, loss: 1.2731 2022-09-17 09:45:34,364 - mmdet - INFO - Epoch [6][2950/7330] lr: 1.000e-04, eta: 1 day, 11:28:19, time: 0.564, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2059, s0.acc: 93.2600, s0.loss_bbox: 0.2664, s0.loss_mask: 0.2382, s1.loss_cls: 0.0995, s1.acc: 93.3993, s1.loss_bbox: 0.1210, s1.loss_mask: 0.1198, s2.loss_cls: 0.0482, s2.acc: 93.3855, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0569, loss: 1.2701 2022-09-17 09:46:02,866 - mmdet - INFO - Epoch [6][3000/7330] lr: 1.000e-04, eta: 1 day, 11:27:51, time: 0.569, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2033, s0.acc: 93.1660, s0.loss_bbox: 0.2660, s0.loss_mask: 0.2466, s1.loss_cls: 0.0966, s1.acc: 93.3007, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1231, s2.loss_cls: 0.0462, s2.acc: 93.4952, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0585, loss: 1.2745 2022-09-17 09:46:31,185 - mmdet - INFO - Epoch [6][3050/7330] lr: 1.000e-04, eta: 1 day, 11:27:22, time: 0.567, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2092, s0.acc: 93.2651, s0.loss_bbox: 0.2616, s0.loss_mask: 0.2419, s1.loss_cls: 0.1005, s1.acc: 93.4239, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1208, s2.loss_cls: 0.0480, s2.acc: 93.5695, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0576, loss: 1.2715 2022-09-17 09:46:58,734 - mmdet - INFO - Epoch [6][3100/7330] lr: 1.000e-04, eta: 1 day, 11:26:48, time: 0.551, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1968, s0.acc: 93.4485, s0.loss_bbox: 0.2581, s0.loss_mask: 0.2405, s1.loss_cls: 0.0944, s1.acc: 93.5324, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1211, s2.loss_cls: 0.0453, s2.acc: 93.6572, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0576, loss: 1.2414 2022-09-17 09:47:26,631 - mmdet - INFO - Epoch [6][3150/7330] lr: 1.000e-04, eta: 1 day, 11:26:16, time: 0.558, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.2024, s0.acc: 93.3062, s0.loss_bbox: 0.2581, s0.loss_mask: 0.2377, s1.loss_cls: 0.0991, s1.acc: 93.2320, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1198, s2.loss_cls: 0.0491, s2.acc: 93.2172, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0571, loss: 1.2480 2022-09-17 09:47:54,778 - mmdet - INFO - Epoch [6][3200/7330] lr: 1.000e-04, eta: 1 day, 11:25:46, time: 0.563, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2047, s0.acc: 93.0271, s0.loss_bbox: 0.2706, s0.loss_mask: 0.2431, s1.loss_cls: 0.0983, s1.acc: 93.0480, s1.loss_bbox: 0.1220, s1.loss_mask: 0.1218, s2.loss_cls: 0.0480, s2.acc: 93.0375, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0580, loss: 1.2781 2022-09-17 09:48:23,423 - mmdet - INFO - Epoch [6][3250/7330] lr: 1.000e-04, eta: 1 day, 11:25:18, time: 0.572, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2068, s0.acc: 93.1477, s0.loss_bbox: 0.2630, s0.loss_mask: 0.2368, s1.loss_cls: 0.1001, s1.acc: 93.1731, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1186, s2.loss_cls: 0.0480, s2.acc: 93.3411, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0565, loss: 1.2549 2022-09-17 09:48:51,278 - mmdet - INFO - Epoch [6][3300/7330] lr: 1.000e-04, eta: 1 day, 11:24:47, time: 0.558, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2060, s0.acc: 93.4412, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2378, s1.loss_cls: 0.0980, s1.acc: 93.5851, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1193, s2.loss_cls: 0.0475, s2.acc: 93.6300, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0565, loss: 1.2427 2022-09-17 09:49:18,892 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 09:49:18,893 - mmdet - INFO - Epoch [6][3350/7330] lr: 1.000e-04, eta: 1 day, 11:24:13, time: 0.552, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2009, s0.acc: 93.2598, s0.loss_bbox: 0.2625, s0.loss_mask: 0.2385, s1.loss_cls: 0.0964, s1.acc: 93.3479, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1211, s2.loss_cls: 0.0475, s2.acc: 93.3191, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0582, loss: 1.2550 2022-09-17 09:49:46,549 - mmdet - INFO - Epoch [6][3400/7330] lr: 1.000e-04, eta: 1 day, 11:23:41, time: 0.553, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1981, s0.acc: 93.4536, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2425, s1.loss_cls: 0.0952, s1.acc: 93.5509, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1223, s2.loss_cls: 0.0460, s2.acc: 93.6109, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0583, loss: 1.2457 2022-09-17 09:50:14,802 - mmdet - INFO - Epoch [6][3450/7330] lr: 1.000e-04, eta: 1 day, 11:23:11, time: 0.565, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1971, s0.acc: 93.5312, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2394, s1.loss_cls: 0.0933, s1.acc: 93.6370, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1200, s2.loss_cls: 0.0453, s2.acc: 93.5078, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0575, loss: 1.2370 2022-09-17 09:50:43,435 - mmdet - INFO - Epoch [6][3500/7330] lr: 1.000e-04, eta: 1 day, 11:22:43, time: 0.573, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1990, s0.acc: 93.4304, s0.loss_bbox: 0.2601, s0.loss_mask: 0.2396, s1.loss_cls: 0.0944, s1.acc: 93.5041, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1199, s2.loss_cls: 0.0454, s2.acc: 93.6787, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0567, loss: 1.2401 2022-09-17 09:51:11,491 - mmdet - INFO - Epoch [6][3550/7330] lr: 1.000e-04, eta: 1 day, 11:22:12, time: 0.560, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2064, s0.acc: 93.2000, s0.loss_bbox: 0.2657, s0.loss_mask: 0.2415, s1.loss_cls: 0.0992, s1.acc: 93.2946, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1196, s2.loss_cls: 0.0472, s2.acc: 93.4970, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0566, loss: 1.2679 2022-09-17 09:51:40,009 - mmdet - INFO - Epoch [6][3600/7330] lr: 1.000e-04, eta: 1 day, 11:21:44, time: 0.571, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.2147, s0.acc: 93.0278, s0.loss_bbox: 0.2670, s0.loss_mask: 0.2437, s1.loss_cls: 0.1021, s1.acc: 93.1012, s1.loss_bbox: 0.1193, s1.loss_mask: 0.1223, s2.loss_cls: 0.0491, s2.acc: 93.1875, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0581, loss: 1.2850 2022-09-17 09:52:08,006 - mmdet - INFO - Epoch [6][3650/7330] lr: 1.000e-04, eta: 1 day, 11:21:13, time: 0.559, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1952, s0.acc: 93.6008, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2298, s1.loss_cls: 0.0952, s1.acc: 93.6344, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1163, s2.loss_cls: 0.0463, s2.acc: 93.5537, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0549, loss: 1.1965 2022-09-17 09:52:36,027 - mmdet - INFO - Epoch [6][3700/7330] lr: 1.000e-04, eta: 1 day, 11:20:42, time: 0.561, data_time: 0.011, memory: 12702, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1976, s0.acc: 93.3506, s0.loss_bbox: 0.2654, s0.loss_mask: 0.2412, s1.loss_cls: 0.0950, s1.acc: 93.4201, s1.loss_bbox: 0.1197, s1.loss_mask: 0.1208, s2.loss_cls: 0.0466, s2.acc: 93.3081, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0562, loss: 1.2516 2022-09-17 09:53:04,140 - mmdet - INFO - Epoch [6][3750/7330] lr: 1.000e-04, eta: 1 day, 11:20:12, time: 0.562, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1870, s0.acc: 93.7019, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2328, s1.loss_cls: 0.0914, s1.acc: 93.6687, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1175, s2.loss_cls: 0.0446, s2.acc: 93.6767, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0564, loss: 1.1961 2022-09-17 09:53:32,290 - mmdet - INFO - Epoch [6][3800/7330] lr: 1.000e-04, eta: 1 day, 11:19:42, time: 0.564, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2138, s0.acc: 92.8765, s0.loss_bbox: 0.2750, s0.loss_mask: 0.2487, s1.loss_cls: 0.1034, s1.acc: 92.9391, s1.loss_bbox: 0.1241, s1.loss_mask: 0.1246, s2.loss_cls: 0.0500, s2.acc: 92.9143, s2.loss_bbox: 0.0483, s2.loss_mask: 0.0592, loss: 1.3175 2022-09-17 09:54:00,734 - mmdet - INFO - Epoch [6][3850/7330] lr: 1.000e-04, eta: 1 day, 11:19:13, time: 0.568, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2058, s0.acc: 93.1462, s0.loss_bbox: 0.2687, s0.loss_mask: 0.2438, s1.loss_cls: 0.0999, s1.acc: 93.1013, s1.loss_bbox: 0.1209, s1.loss_mask: 0.1232, s2.loss_cls: 0.0486, s2.acc: 93.1175, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0584, loss: 1.2908 2022-09-17 09:54:28,772 - mmdet - INFO - Epoch [6][3900/7330] lr: 1.000e-04, eta: 1 day, 11:18:43, time: 0.561, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.2016, s0.acc: 93.3337, s0.loss_bbox: 0.2626, s0.loss_mask: 0.2369, s1.loss_cls: 0.0969, s1.acc: 93.4636, s1.loss_bbox: 0.1195, s1.loss_mask: 0.1194, s2.loss_cls: 0.0475, s2.acc: 93.5090, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0570, loss: 1.2502 2022-09-17 09:54:56,900 - mmdet - INFO - Epoch [6][3950/7330] lr: 1.000e-04, eta: 1 day, 11:18:12, time: 0.563, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2086, s0.acc: 93.1636, s0.loss_bbox: 0.2639, s0.loss_mask: 0.2438, s1.loss_cls: 0.1005, s1.acc: 93.2934, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1207, s2.loss_cls: 0.0480, s2.acc: 93.3524, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0575, loss: 1.2786 2022-09-17 09:55:25,099 - mmdet - INFO - Epoch [6][4000/7330] lr: 1.000e-04, eta: 1 day, 11:17:42, time: 0.564, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2028, s0.acc: 93.3943, s0.loss_bbox: 0.2539, s0.loss_mask: 0.2385, s1.loss_cls: 0.0975, s1.acc: 93.4004, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1184, s2.loss_cls: 0.0476, s2.acc: 93.4759, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0557, loss: 1.2373 2022-09-17 09:55:53,175 - mmdet - INFO - Epoch [6][4050/7330] lr: 1.000e-04, eta: 1 day, 11:17:12, time: 0.562, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2089, s0.acc: 93.1460, s0.loss_bbox: 0.2604, s0.loss_mask: 0.2386, s1.loss_cls: 0.1023, s1.acc: 93.1775, s1.loss_bbox: 0.1169, s1.loss_mask: 0.1197, s2.loss_cls: 0.0492, s2.acc: 93.2374, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0570, loss: 1.2653 2022-09-17 09:56:20,879 - mmdet - INFO - Epoch [6][4100/7330] lr: 1.000e-04, eta: 1 day, 11:16:39, time: 0.554, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2052, s0.acc: 93.3003, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2334, s1.loss_cls: 0.0976, s1.acc: 93.4493, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1169, s2.loss_cls: 0.0465, s2.acc: 93.5089, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0556, loss: 1.2409 2022-09-17 09:56:49,118 - mmdet - INFO - Epoch [6][4150/7330] lr: 1.000e-04, eta: 1 day, 11:16:09, time: 0.564, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2058, s0.acc: 93.1416, s0.loss_bbox: 0.2631, s0.loss_mask: 0.2457, s1.loss_cls: 0.0991, s1.acc: 93.2159, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1217, s2.loss_cls: 0.0475, s2.acc: 93.4030, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0577, loss: 1.2692 2022-09-17 09:57:17,347 - mmdet - INFO - Epoch [6][4200/7330] lr: 1.000e-04, eta: 1 day, 11:15:40, time: 0.564, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1930, s0.acc: 93.5513, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2336, s1.loss_cls: 0.0937, s1.acc: 93.5236, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1160, s2.loss_cls: 0.0452, s2.acc: 93.6073, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0550, loss: 1.2101 2022-09-17 09:57:45,025 - mmdet - INFO - Epoch [6][4250/7330] lr: 1.000e-04, eta: 1 day, 11:15:07, time: 0.554, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1958, s0.acc: 93.5427, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2367, s1.loss_cls: 0.0952, s1.acc: 93.4545, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1197, s2.loss_cls: 0.0463, s2.acc: 93.4726, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0564, loss: 1.2227 2022-09-17 09:58:13,835 - mmdet - INFO - Epoch [6][4300/7330] lr: 1.000e-04, eta: 1 day, 11:14:40, time: 0.575, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2089, s0.acc: 93.0276, s0.loss_bbox: 0.2675, s0.loss_mask: 0.2432, s1.loss_cls: 0.1015, s1.acc: 92.9986, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1214, s2.loss_cls: 0.0485, s2.acc: 93.1077, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0573, loss: 1.2818 2022-09-17 09:58:41,760 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 09:58:41,760 - mmdet - INFO - Epoch [6][4350/7330] lr: 1.000e-04, eta: 1 day, 11:14:09, time: 0.559, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1956, s0.acc: 93.3777, s0.loss_bbox: 0.2604, s0.loss_mask: 0.2430, s1.loss_cls: 0.0941, s1.acc: 93.4560, s1.loss_bbox: 0.1173, s1.loss_mask: 0.1200, s2.loss_cls: 0.0456, s2.acc: 93.5320, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0564, loss: 1.2397 2022-09-17 09:59:10,022 - mmdet - INFO - Epoch [6][4400/7330] lr: 1.000e-04, eta: 1 day, 11:13:40, time: 0.565, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1973, s0.acc: 93.4302, s0.loss_bbox: 0.2614, s0.loss_mask: 0.2459, s1.loss_cls: 0.0958, s1.acc: 93.3678, s1.loss_bbox: 0.1187, s1.loss_mask: 0.1243, s2.loss_cls: 0.0466, s2.acc: 93.3946, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0590, loss: 1.2592 2022-09-17 09:59:38,301 - mmdet - INFO - Epoch [6][4450/7330] lr: 1.000e-04, eta: 1 day, 11:13:10, time: 0.565, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2061, s0.acc: 93.2922, s0.loss_bbox: 0.2650, s0.loss_mask: 0.2388, s1.loss_cls: 0.0986, s1.acc: 93.3905, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1190, s2.loss_cls: 0.0470, s2.acc: 93.4364, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0564, loss: 1.2623 2022-09-17 10:00:06,454 - mmdet - INFO - Epoch [6][4500/7330] lr: 1.000e-04, eta: 1 day, 11:12:40, time: 0.563, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2092, s0.acc: 93.2083, s0.loss_bbox: 0.2587, s0.loss_mask: 0.2403, s1.loss_cls: 0.1014, s1.acc: 93.2360, s1.loss_bbox: 0.1169, s1.loss_mask: 0.1202, s2.loss_cls: 0.0489, s2.acc: 93.3230, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0573, loss: 1.2681 2022-09-17 10:00:34,372 - mmdet - INFO - Epoch [6][4550/7330] lr: 1.000e-04, eta: 1 day, 11:12:09, time: 0.558, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1992, s0.acc: 93.4692, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2350, s1.loss_cls: 0.0953, s1.acc: 93.6080, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1177, s2.loss_cls: 0.0462, s2.acc: 93.6031, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0559, loss: 1.2282 2022-09-17 10:01:02,432 - mmdet - INFO - Epoch [6][4600/7330] lr: 1.000e-04, eta: 1 day, 11:11:38, time: 0.561, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1997, s0.acc: 93.5732, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2424, s1.loss_cls: 0.0969, s1.acc: 93.6580, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1210, s2.loss_cls: 0.0466, s2.acc: 93.7011, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0572, loss: 1.2463 2022-09-17 10:01:30,136 - mmdet - INFO - Epoch [6][4650/7330] lr: 1.000e-04, eta: 1 day, 11:11:06, time: 0.553, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2130, s0.acc: 93.0679, s0.loss_bbox: 0.2681, s0.loss_mask: 0.2418, s1.loss_cls: 0.1022, s1.acc: 93.1400, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1204, s2.loss_cls: 0.0486, s2.acc: 93.2639, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0570, loss: 1.2843 2022-09-17 10:01:57,810 - mmdet - INFO - Epoch [6][4700/7330] lr: 1.000e-04, eta: 1 day, 11:10:33, time: 0.554, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2106, s0.acc: 93.2034, s0.loss_bbox: 0.2558, s0.loss_mask: 0.2410, s1.loss_cls: 0.1023, s1.acc: 93.1648, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1208, s2.loss_cls: 0.0502, s2.acc: 93.1874, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0571, loss: 1.2632 2022-09-17 10:02:25,167 - mmdet - INFO - Epoch [6][4750/7330] lr: 1.000e-04, eta: 1 day, 11:09:59, time: 0.547, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2049, s0.acc: 93.2378, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2404, s1.loss_cls: 0.0996, s1.acc: 93.3187, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1201, s2.loss_cls: 0.0483, s2.acc: 93.2585, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0569, loss: 1.2538 2022-09-17 10:02:52,452 - mmdet - INFO - Epoch [6][4800/7330] lr: 1.000e-04, eta: 1 day, 11:09:24, time: 0.545, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1997, s0.acc: 93.4543, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2356, s1.loss_cls: 0.0972, s1.acc: 93.4905, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1192, s2.loss_cls: 0.0473, s2.acc: 93.4755, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0567, loss: 1.2336 2022-09-17 10:03:20,436 - mmdet - INFO - Epoch [6][4850/7330] lr: 1.000e-04, eta: 1 day, 11:08:53, time: 0.560, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2097, s0.acc: 93.0581, s0.loss_bbox: 0.2664, s0.loss_mask: 0.2364, s1.loss_cls: 0.1017, s1.acc: 92.9656, s1.loss_bbox: 0.1191, s1.loss_mask: 0.1191, s2.loss_cls: 0.0492, s2.acc: 93.0051, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0564, loss: 1.2706 2022-09-17 10:03:48,223 - mmdet - INFO - Epoch [6][4900/7330] lr: 1.000e-04, eta: 1 day, 11:08:21, time: 0.555, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.2049, s0.acc: 93.3955, s0.loss_bbox: 0.2615, s0.loss_mask: 0.2453, s1.loss_cls: 0.0993, s1.acc: 93.4545, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1227, s2.loss_cls: 0.0481, s2.acc: 93.4487, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0580, loss: 1.2654 2022-09-17 10:04:16,183 - mmdet - INFO - Epoch [6][4950/7330] lr: 1.000e-04, eta: 1 day, 11:07:50, time: 0.560, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2043, s0.acc: 93.2842, s0.loss_bbox: 0.2618, s0.loss_mask: 0.2444, s1.loss_cls: 0.0975, s1.acc: 93.3697, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1225, s2.loss_cls: 0.0471, s2.acc: 93.5254, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0584, loss: 1.2682 2022-09-17 10:04:44,313 - mmdet - INFO - Epoch [6][5000/7330] lr: 1.000e-04, eta: 1 day, 11:07:20, time: 0.563, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1983, s0.acc: 93.3723, s0.loss_bbox: 0.2658, s0.loss_mask: 0.2410, s1.loss_cls: 0.0957, s1.acc: 93.3876, s1.loss_bbox: 0.1190, s1.loss_mask: 0.1200, s2.loss_cls: 0.0461, s2.acc: 93.4706, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0572, loss: 1.2555 2022-09-17 10:05:12,114 - mmdet - INFO - Epoch [6][5050/7330] lr: 1.000e-04, eta: 1 day, 11:06:48, time: 0.556, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1993, s0.acc: 93.5842, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2419, s1.loss_cls: 0.0959, s1.acc: 93.6971, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1228, s2.loss_cls: 0.0460, s2.acc: 93.7620, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0583, loss: 1.2388 2022-09-17 10:05:39,901 - mmdet - INFO - Epoch [6][5100/7330] lr: 1.000e-04, eta: 1 day, 11:06:16, time: 0.556, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2021, s0.acc: 93.3513, s0.loss_bbox: 0.2654, s0.loss_mask: 0.2440, s1.loss_cls: 0.0969, s1.acc: 93.3591, s1.loss_bbox: 0.1197, s1.loss_mask: 0.1225, s2.loss_cls: 0.0472, s2.acc: 93.4512, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0576, loss: 1.2715 2022-09-17 10:06:07,746 - mmdet - INFO - Epoch [6][5150/7330] lr: 1.000e-04, eta: 1 day, 11:05:44, time: 0.557, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2048, s0.acc: 93.2195, s0.loss_bbox: 0.2640, s0.loss_mask: 0.2442, s1.loss_cls: 0.0994, s1.acc: 93.2228, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1217, s2.loss_cls: 0.0486, s2.acc: 93.1394, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0581, loss: 1.2709 2022-09-17 10:06:35,963 - mmdet - INFO - Epoch [6][5200/7330] lr: 1.000e-04, eta: 1 day, 11:05:15, time: 0.565, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.2044, s0.acc: 93.4194, s0.loss_bbox: 0.2564, s0.loss_mask: 0.2411, s1.loss_cls: 0.0989, s1.acc: 93.4660, s1.loss_bbox: 0.1169, s1.loss_mask: 0.1206, s2.loss_cls: 0.0475, s2.acc: 93.4612, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0571, loss: 1.2507 2022-09-17 10:07:03,851 - mmdet - INFO - Epoch [6][5250/7330] lr: 1.000e-04, eta: 1 day, 11:04:43, time: 0.558, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1972, s0.acc: 93.4089, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2420, s1.loss_cls: 0.0953, s1.acc: 93.4575, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1215, s2.loss_cls: 0.0462, s2.acc: 93.4131, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0576, loss: 1.2395 2022-09-17 10:07:32,407 - mmdet - INFO - Epoch [6][5300/7330] lr: 1.000e-04, eta: 1 day, 11:04:15, time: 0.570, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1882, s0.acc: 93.6565, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2399, s1.loss_cls: 0.0922, s1.acc: 93.5889, s1.loss_bbox: 0.1169, s1.loss_mask: 0.1193, s2.loss_cls: 0.0447, s2.acc: 93.6221, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0565, loss: 1.2201 2022-09-17 10:08:00,708 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 10:08:00,710 - mmdet - INFO - Epoch [6][5350/7330] lr: 1.000e-04, eta: 1 day, 11:03:46, time: 0.567, data_time: 0.011, memory: 12702, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.2115, s0.acc: 93.0090, s0.loss_bbox: 0.2694, s0.loss_mask: 0.2446, s1.loss_cls: 0.1011, s1.acc: 93.1371, s1.loss_bbox: 0.1191, s1.loss_mask: 0.1210, s2.loss_cls: 0.0482, s2.acc: 93.2680, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0573, loss: 1.2846 2022-09-17 10:08:28,837 - mmdet - INFO - Epoch [6][5400/7330] lr: 1.000e-04, eta: 1 day, 11:03:16, time: 0.562, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1980, s0.acc: 93.4255, s0.loss_bbox: 0.2609, s0.loss_mask: 0.2382, s1.loss_cls: 0.0956, s1.acc: 93.4832, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1197, s2.loss_cls: 0.0466, s2.acc: 93.4849, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0568, loss: 1.2476 2022-09-17 10:08:56,815 - mmdet - INFO - Epoch [6][5450/7330] lr: 1.000e-04, eta: 1 day, 11:02:45, time: 0.560, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1929, s0.acc: 93.7341, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2311, s1.loss_cls: 0.0930, s1.acc: 93.7586, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1153, s2.loss_cls: 0.0449, s2.acc: 93.7436, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0545, loss: 1.1976 2022-09-17 10:09:24,504 - mmdet - INFO - Epoch [6][5500/7330] lr: 1.000e-04, eta: 1 day, 11:02:13, time: 0.554, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2104, s0.acc: 93.0342, s0.loss_bbox: 0.2672, s0.loss_mask: 0.2445, s1.loss_cls: 0.1012, s1.acc: 93.1029, s1.loss_bbox: 0.1206, s1.loss_mask: 0.1231, s2.loss_cls: 0.0490, s2.acc: 93.1213, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0586, loss: 1.2826 2022-09-17 10:09:52,673 - mmdet - INFO - Epoch [6][5550/7330] lr: 1.000e-04, eta: 1 day, 11:01:43, time: 0.563, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2037, s0.acc: 93.3782, s0.loss_bbox: 0.2589, s0.loss_mask: 0.2358, s1.loss_cls: 0.0966, s1.acc: 93.5535, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1169, s2.loss_cls: 0.0468, s2.acc: 93.5486, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0552, loss: 1.2401 2022-09-17 10:10:20,707 - mmdet - INFO - Epoch [6][5600/7330] lr: 1.000e-04, eta: 1 day, 11:01:12, time: 0.561, data_time: 0.011, memory: 12702, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1995, s0.acc: 93.3555, s0.loss_bbox: 0.2586, s0.loss_mask: 0.2377, s1.loss_cls: 0.0962, s1.acc: 93.4249, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1185, s2.loss_cls: 0.0464, s2.acc: 93.4017, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0563, loss: 1.2400 2022-09-17 10:10:49,176 - mmdet - INFO - Epoch [6][5650/7330] lr: 1.000e-04, eta: 1 day, 11:00:44, time: 0.569, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2024, s0.acc: 93.3335, s0.loss_bbox: 0.2609, s0.loss_mask: 0.2361, s1.loss_cls: 0.0976, s1.acc: 93.3698, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1190, s2.loss_cls: 0.0474, s2.acc: 93.3733, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0569, loss: 1.2489 2022-09-17 10:11:17,816 - mmdet - INFO - Epoch [6][5700/7330] lr: 1.000e-04, eta: 1 day, 11:00:16, time: 0.572, data_time: 0.011, memory: 12702, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1940, s0.acc: 93.5078, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2422, s1.loss_cls: 0.0940, s1.acc: 93.5726, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1216, s2.loss_cls: 0.0454, s2.acc: 93.5441, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0577, loss: 1.2382 2022-09-17 10:11:46,232 - mmdet - INFO - Epoch [6][5750/7330] lr: 1.000e-04, eta: 1 day, 10:59:48, time: 0.569, data_time: 0.013, memory: 12702, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2114, s0.acc: 93.1545, s0.loss_bbox: 0.2644, s0.loss_mask: 0.2434, s1.loss_cls: 0.1013, s1.acc: 93.1822, s1.loss_bbox: 0.1197, s1.loss_mask: 0.1214, s2.loss_cls: 0.0489, s2.acc: 93.2834, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0578, loss: 1.2833 2022-09-17 10:12:14,476 - mmdet - INFO - Epoch [6][5800/7330] lr: 1.000e-04, eta: 1 day, 10:59:19, time: 0.565, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1976, s0.acc: 93.5730, s0.loss_bbox: 0.2539, s0.loss_mask: 0.2364, s1.loss_cls: 0.0962, s1.acc: 93.5963, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1185, s2.loss_cls: 0.0462, s2.acc: 93.6593, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0561, loss: 1.2273 2022-09-17 10:12:42,341 - mmdet - INFO - Epoch [6][5850/7330] lr: 1.000e-04, eta: 1 day, 10:58:47, time: 0.557, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1982, s0.acc: 93.4194, s0.loss_bbox: 0.2586, s0.loss_mask: 0.2376, s1.loss_cls: 0.0950, s1.acc: 93.5917, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1192, s2.loss_cls: 0.0459, s2.acc: 93.5336, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0563, loss: 1.2352 2022-09-17 10:13:10,715 - mmdet - INFO - Epoch [6][5900/7330] lr: 1.000e-04, eta: 1 day, 10:58:18, time: 0.567, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2047, s0.acc: 93.3682, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2387, s1.loss_cls: 0.0995, s1.acc: 93.3523, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1196, s2.loss_cls: 0.0482, s2.acc: 93.4070, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0563, loss: 1.2521 2022-09-17 10:13:38,904 - mmdet - INFO - Epoch [6][5950/7330] lr: 1.000e-04, eta: 1 day, 10:57:49, time: 0.564, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2008, s0.acc: 93.3806, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2407, s1.loss_cls: 0.0973, s1.acc: 93.4476, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1202, s2.loss_cls: 0.0472, s2.acc: 93.5351, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0574, loss: 1.2480 2022-09-17 10:14:07,253 - mmdet - INFO - Epoch [6][6000/7330] lr: 1.000e-04, eta: 1 day, 10:57:19, time: 0.566, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1901, s0.acc: 93.6245, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2320, s1.loss_cls: 0.0917, s1.acc: 93.7117, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1158, s2.loss_cls: 0.0443, s2.acc: 93.6150, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0552, loss: 1.2044 2022-09-17 10:14:35,130 - mmdet - INFO - Epoch [6][6050/7330] lr: 1.000e-04, eta: 1 day, 10:56:48, time: 0.558, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2097, s0.acc: 93.0540, s0.loss_bbox: 0.2691, s0.loss_mask: 0.2417, s1.loss_cls: 0.1013, s1.acc: 93.1239, s1.loss_bbox: 0.1214, s1.loss_mask: 0.1220, s2.loss_cls: 0.0487, s2.acc: 93.2872, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0576, loss: 1.2848 2022-09-17 10:15:03,367 - mmdet - INFO - Epoch [6][6100/7330] lr: 1.000e-04, eta: 1 day, 10:56:19, time: 0.564, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1999, s0.acc: 93.3079, s0.loss_bbox: 0.2658, s0.loss_mask: 0.2425, s1.loss_cls: 0.0956, s1.acc: 93.3971, s1.loss_bbox: 0.1200, s1.loss_mask: 0.1215, s2.loss_cls: 0.0464, s2.acc: 93.3758, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0579, loss: 1.2612 2022-09-17 10:15:31,790 - mmdet - INFO - Epoch [6][6150/7330] lr: 1.000e-04, eta: 1 day, 10:55:50, time: 0.569, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2136, s0.acc: 92.9966, s0.loss_bbox: 0.2642, s0.loss_mask: 0.2380, s1.loss_cls: 0.1037, s1.acc: 93.0340, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1197, s2.loss_cls: 0.0501, s2.acc: 93.0034, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0568, loss: 1.2787 2022-09-17 10:16:00,226 - mmdet - INFO - Epoch [6][6200/7330] lr: 1.000e-04, eta: 1 day, 10:55:22, time: 0.568, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2057, s0.acc: 93.3210, s0.loss_bbox: 0.2591, s0.loss_mask: 0.2420, s1.loss_cls: 0.0987, s1.acc: 93.3694, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1199, s2.loss_cls: 0.0473, s2.acc: 93.4527, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0564, loss: 1.2572 2022-09-17 10:16:28,617 - mmdet - INFO - Epoch [6][6250/7330] lr: 1.000e-04, eta: 1 day, 10:54:53, time: 0.568, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2029, s0.acc: 93.2239, s0.loss_bbox: 0.2662, s0.loss_mask: 0.2395, s1.loss_cls: 0.0990, s1.acc: 93.1982, s1.loss_bbox: 0.1206, s1.loss_mask: 0.1209, s2.loss_cls: 0.0481, s2.acc: 93.1544, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0576, loss: 1.2689 2022-09-17 10:16:56,405 - mmdet - INFO - Epoch [6][6300/7330] lr: 1.000e-04, eta: 1 day, 10:54:21, time: 0.555, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1936, s0.acc: 93.6501, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2352, s1.loss_cls: 0.0928, s1.acc: 93.6257, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1188, s2.loss_cls: 0.0449, s2.acc: 93.6679, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0565, loss: 1.2130 2022-09-17 10:17:24,782 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 10:17:24,782 - mmdet - INFO - Epoch [6][6350/7330] lr: 1.000e-04, eta: 1 day, 10:53:53, time: 0.569, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2092, s0.acc: 93.1519, s0.loss_bbox: 0.2676, s0.loss_mask: 0.2454, s1.loss_cls: 0.1003, s1.acc: 93.2817, s1.loss_bbox: 0.1206, s1.loss_mask: 0.1223, s2.loss_cls: 0.0485, s2.acc: 93.2407, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0576, loss: 1.2846 2022-09-17 10:17:52,906 - mmdet - INFO - Epoch [6][6400/7330] lr: 1.000e-04, eta: 1 day, 10:53:22, time: 0.562, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1891, s0.acc: 93.7563, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2355, s1.loss_cls: 0.0909, s1.acc: 93.8200, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1194, s2.loss_cls: 0.0443, s2.acc: 93.8135, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0570, loss: 1.2082 2022-09-17 10:18:20,865 - mmdet - INFO - Epoch [6][6450/7330] lr: 1.000e-04, eta: 1 day, 10:52:51, time: 0.559, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2049, s0.acc: 93.3914, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2415, s1.loss_cls: 0.0990, s1.acc: 93.5078, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1211, s2.loss_cls: 0.0475, s2.acc: 93.5876, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0576, loss: 1.2557 2022-09-17 10:18:49,074 - mmdet - INFO - Epoch [6][6500/7330] lr: 1.000e-04, eta: 1 day, 10:52:22, time: 0.564, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.2046, s0.acc: 93.2920, s0.loss_bbox: 0.2619, s0.loss_mask: 0.2446, s1.loss_cls: 0.0980, s1.acc: 93.3486, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1216, s2.loss_cls: 0.0472, s2.acc: 93.4576, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0577, loss: 1.2583 2022-09-17 10:19:17,397 - mmdet - INFO - Epoch [6][6550/7330] lr: 1.000e-04, eta: 1 day, 10:51:53, time: 0.567, data_time: 0.011, memory: 12702, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1983, s0.acc: 93.3689, s0.loss_bbox: 0.2624, s0.loss_mask: 0.2424, s1.loss_cls: 0.0948, s1.acc: 93.4420, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1220, s2.loss_cls: 0.0463, s2.acc: 93.3452, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0577, loss: 1.2537 2022-09-17 10:19:45,892 - mmdet - INFO - Epoch [6][6600/7330] lr: 1.000e-04, eta: 1 day, 10:51:25, time: 0.569, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2130, s0.acc: 93.1001, s0.loss_bbox: 0.2702, s0.loss_mask: 0.2467, s1.loss_cls: 0.1033, s1.acc: 93.1730, s1.loss_bbox: 0.1215, s1.loss_mask: 0.1232, s2.loss_cls: 0.0498, s2.acc: 93.2569, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0586, loss: 1.3043 2022-09-17 10:20:14,019 - mmdet - INFO - Epoch [6][6650/7330] lr: 1.000e-04, eta: 1 day, 10:50:55, time: 0.563, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2031, s0.acc: 93.3447, s0.loss_bbox: 0.2599, s0.loss_mask: 0.2387, s1.loss_cls: 0.0984, s1.acc: 93.3967, s1.loss_bbox: 0.1191, s1.loss_mask: 0.1188, s2.loss_cls: 0.0480, s2.acc: 93.3436, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0565, loss: 1.2527 2022-09-17 10:20:42,751 - mmdet - INFO - Epoch [6][6700/7330] lr: 1.000e-04, eta: 1 day, 10:50:28, time: 0.575, data_time: 0.011, memory: 12702, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2126, s0.acc: 92.9080, s0.loss_bbox: 0.2720, s0.loss_mask: 0.2443, s1.loss_cls: 0.1022, s1.acc: 92.9735, s1.loss_bbox: 0.1227, s1.loss_mask: 0.1225, s2.loss_cls: 0.0498, s2.acc: 92.9967, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0579, loss: 1.3037 2022-09-17 10:21:10,506 - mmdet - INFO - Epoch [6][6750/7330] lr: 1.000e-04, eta: 1 day, 10:49:56, time: 0.555, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1927, s0.acc: 93.5962, s0.loss_bbox: 0.2560, s0.loss_mask: 0.2291, s1.loss_cls: 0.0933, s1.acc: 93.5429, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1160, s2.loss_cls: 0.0451, s2.acc: 93.6315, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0545, loss: 1.2127 2022-09-17 10:21:38,982 - mmdet - INFO - Epoch [6][6800/7330] lr: 1.000e-04, eta: 1 day, 10:49:28, time: 0.570, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2045, s0.acc: 93.1702, s0.loss_bbox: 0.2632, s0.loss_mask: 0.2405, s1.loss_cls: 0.0990, s1.acc: 93.2247, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1202, s2.loss_cls: 0.0478, s2.acc: 93.2641, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0571, loss: 1.2626 2022-09-17 10:22:06,854 - mmdet - INFO - Epoch [6][6850/7330] lr: 1.000e-04, eta: 1 day, 10:48:56, time: 0.557, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.2005, s0.acc: 93.3279, s0.loss_bbox: 0.2572, s0.loss_mask: 0.2472, s1.loss_cls: 0.0962, s1.acc: 93.4268, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1235, s2.loss_cls: 0.0470, s2.acc: 93.6049, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0589, loss: 1.2570 2022-09-17 10:22:34,387 - mmdet - INFO - Epoch [6][6900/7330] lr: 1.000e-04, eta: 1 day, 10:48:23, time: 0.551, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1922, s0.acc: 93.7214, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2396, s1.loss_cls: 0.0935, s1.acc: 93.7284, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1189, s2.loss_cls: 0.0454, s2.acc: 93.7817, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0565, loss: 1.2117 2022-09-17 10:23:02,329 - mmdet - INFO - Epoch [6][6950/7330] lr: 1.000e-04, eta: 1 day, 10:47:52, time: 0.558, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1984, s0.acc: 93.4131, s0.loss_bbox: 0.2592, s0.loss_mask: 0.2404, s1.loss_cls: 0.0950, s1.acc: 93.5551, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1204, s2.loss_cls: 0.0464, s2.acc: 93.5189, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0568, loss: 1.2481 2022-09-17 10:23:30,679 - mmdet - INFO - Epoch [6][7000/7330] lr: 1.000e-04, eta: 1 day, 10:47:24, time: 0.567, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1949, s0.acc: 93.5129, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2324, s1.loss_cls: 0.0947, s1.acc: 93.3670, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1177, s2.loss_cls: 0.0464, s2.acc: 93.3552, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0555, loss: 1.2259 2022-09-17 10:23:58,896 - mmdet - INFO - Epoch [6][7050/7330] lr: 1.000e-04, eta: 1 day, 10:46:54, time: 0.564, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1970, s0.acc: 93.4224, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2353, s1.loss_cls: 0.0947, s1.acc: 93.5103, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1182, s2.loss_cls: 0.0460, s2.acc: 93.4890, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0565, loss: 1.2301 2022-09-17 10:24:27,358 - mmdet - INFO - Epoch [6][7100/7330] lr: 1.000e-04, eta: 1 day, 10:46:26, time: 0.570, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2017, s0.acc: 93.4595, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2384, s1.loss_cls: 0.0968, s1.acc: 93.4190, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1195, s2.loss_cls: 0.0464, s2.acc: 93.5549, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0567, loss: 1.2397 2022-09-17 10:24:55,612 - mmdet - INFO - Epoch [6][7150/7330] lr: 1.000e-04, eta: 1 day, 10:45:56, time: 0.565, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1995, s0.acc: 93.4160, s0.loss_bbox: 0.2594, s0.loss_mask: 0.2366, s1.loss_cls: 0.0962, s1.acc: 93.5269, s1.loss_bbox: 0.1186, s1.loss_mask: 0.1197, s2.loss_cls: 0.0474, s2.acc: 93.3924, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0568, loss: 1.2426 2022-09-17 10:25:23,767 - mmdet - INFO - Epoch [6][7200/7330] lr: 1.000e-04, eta: 1 day, 10:45:26, time: 0.561, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2019, s0.acc: 93.3384, s0.loss_bbox: 0.2611, s0.loss_mask: 0.2381, s1.loss_cls: 0.0983, s1.acc: 93.3849, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1191, s2.loss_cls: 0.0475, s2.acc: 93.4360, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0566, loss: 1.2576 2022-09-17 10:25:52,373 - mmdet - INFO - Epoch [6][7250/7330] lr: 1.000e-04, eta: 1 day, 10:44:59, time: 0.574, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.2058, s0.acc: 93.1824, s0.loss_bbox: 0.2656, s0.loss_mask: 0.2421, s1.loss_cls: 0.0996, s1.acc: 93.2073, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1208, s2.loss_cls: 0.0483, s2.acc: 93.2215, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0571, loss: 1.2692 2022-09-17 10:26:20,878 - mmdet - INFO - Epoch [6][7300/7330] lr: 1.000e-04, eta: 1 day, 10:44:31, time: 0.570, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1997, s0.acc: 93.3679, s0.loss_bbox: 0.2607, s0.loss_mask: 0.2376, s1.loss_cls: 0.0968, s1.acc: 93.4308, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1187, s2.loss_cls: 0.0469, s2.acc: 93.5519, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0563, loss: 1.2471 2022-09-17 10:26:46,764 - mmdet - INFO - Saving checkpoint at 6 epochs 2022-09-17 10:28:30,538 - mmdet - INFO - Evaluating bbox... 2022-09-17 10:29:01,332 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.434 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.626 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.465 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.266 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.463 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 ] = 0.579 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.579 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.579 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.385 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.619 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.742 2022-09-17 10:29:01,332 - mmdet - INFO - Evaluating segm... 2022-09-17 10:29:34,741 - 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 ] = 0.598 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.405 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.189 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.408 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 ] = 0.509 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.509 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.509 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.315 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 2022-09-17 10:29:35,340 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 10:29:35,340 - mmdet - INFO - Epoch(val) [6][313] bbox_mAP: 0.4340, bbox_mAP_50: 0.6260, bbox_mAP_75: 0.4650, bbox_mAP_s: 0.2660, bbox_mAP_m: 0.4630, bbox_mAP_l: 0.5830, bbox_mAP_copypaste: 0.434 0.626 0.465 0.266 0.463 0.583, segm_mAP: 0.3800, segm_mAP_50: 0.5980, segm_mAP_75: 0.4050, segm_mAP_s: 0.1890, segm_mAP_m: 0.4080, segm_mAP_l: 0.5620, segm_mAP_copypaste: 0.380 0.598 0.405 0.189 0.408 0.562 2022-09-17 10:31:37,391 - mmdet - INFO - Epoch [7][50/7330] lr: 1.000e-04, eta: 1 day, 10:50:08, time: 2.441, data_time: 1.853, memory: 12702, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1995, s0.acc: 93.3171, s0.loss_bbox: 0.2660, s0.loss_mask: 0.2403, s1.loss_cls: 0.0955, s1.acc: 93.3274, s1.loss_bbox: 0.1202, s1.loss_mask: 0.1188, s2.loss_cls: 0.0464, s2.acc: 93.4671, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0560, loss: 1.2563 2022-09-17 10:32:05,817 - mmdet - INFO - Epoch [7][100/7330] lr: 1.000e-04, eta: 1 day, 10:49:39, time: 0.569, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1967, s0.acc: 93.4612, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2421, s1.loss_cls: 0.0954, s1.acc: 93.4702, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1211, s2.loss_cls: 0.0457, s2.acc: 93.6321, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0571, loss: 1.2368 2022-09-17 10:32:34,626 - mmdet - INFO - Epoch [7][150/7330] lr: 1.000e-04, eta: 1 day, 10:49:11, time: 0.576, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1940, s0.acc: 93.6306, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2351, s1.loss_cls: 0.0943, s1.acc: 93.6557, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1195, s2.loss_cls: 0.0462, s2.acc: 93.6054, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0572, loss: 1.2264 2022-09-17 10:33:03,139 - mmdet - INFO - Epoch [7][200/7330] lr: 1.000e-04, eta: 1 day, 10:48:43, time: 0.571, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1989, s0.acc: 93.3394, s0.loss_bbox: 0.2616, s0.loss_mask: 0.2376, s1.loss_cls: 0.0951, s1.acc: 93.4696, s1.loss_bbox: 0.1187, s1.loss_mask: 0.1189, s2.loss_cls: 0.0458, s2.acc: 93.5492, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0565, loss: 1.2463 2022-09-17 10:33:32,064 - mmdet - INFO - Epoch [7][250/7330] lr: 1.000e-04, eta: 1 day, 10:48:16, time: 0.575, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2008, s0.acc: 93.2527, s0.loss_bbox: 0.2683, s0.loss_mask: 0.2393, s1.loss_cls: 0.0964, s1.acc: 93.3029, s1.loss_bbox: 0.1217, s1.loss_mask: 0.1202, s2.loss_cls: 0.0474, s2.acc: 93.3572, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0576, loss: 1.2648 2022-09-17 10:34:00,325 - mmdet - INFO - Epoch [7][300/7330] lr: 1.000e-04, eta: 1 day, 10:47:47, time: 0.568, data_time: 0.012, memory: 12702, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2035, s0.acc: 93.3760, s0.loss_bbox: 0.2583, s0.loss_mask: 0.2427, s1.loss_cls: 0.0976, s1.acc: 93.4510, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1219, s2.loss_cls: 0.0472, s2.acc: 93.5416, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0580, loss: 1.2585 2022-09-17 10:34:28,255 - mmdet - INFO - Epoch [7][350/7330] lr: 1.000e-04, eta: 1 day, 10:47:15, time: 0.558, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2072, s0.acc: 93.1106, s0.loss_bbox: 0.2736, s0.loss_mask: 0.2416, s1.loss_cls: 0.0995, s1.acc: 93.1495, s1.loss_bbox: 0.1231, s1.loss_mask: 0.1212, s2.loss_cls: 0.0483, s2.acc: 93.2081, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0572, loss: 1.2834 2022-09-17 10:34:56,482 - mmdet - INFO - Epoch [7][400/7330] lr: 1.000e-04, eta: 1 day, 10:46:45, time: 0.565, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1975, s0.acc: 93.4089, s0.loss_bbox: 0.2583, s0.loss_mask: 0.2344, s1.loss_cls: 0.0970, s1.acc: 93.3223, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1176, s2.loss_cls: 0.0469, s2.acc: 93.3796, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0557, loss: 1.2370 2022-09-17 10:35:24,359 - mmdet - INFO - Epoch [7][450/7330] lr: 1.000e-04, eta: 1 day, 10:46:13, time: 0.557, data_time: 0.012, memory: 12702, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2029, s0.acc: 93.2356, s0.loss_bbox: 0.2615, s0.loss_mask: 0.2364, s1.loss_cls: 0.0973, s1.acc: 93.2853, s1.loss_bbox: 0.1190, s1.loss_mask: 0.1188, s2.loss_cls: 0.0473, s2.acc: 93.2759, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0569, loss: 1.2519 2022-09-17 10:35:52,403 - mmdet - INFO - Epoch [7][500/7330] lr: 1.000e-04, eta: 1 day, 10:45:43, time: 0.561, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1981, s0.acc: 93.4241, s0.loss_bbox: 0.2624, s0.loss_mask: 0.2418, s1.loss_cls: 0.0953, s1.acc: 93.5327, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1212, s2.loss_cls: 0.0459, s2.acc: 93.5475, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0576, loss: 1.2517 2022-09-17 10:36:20,654 - mmdet - INFO - Epoch [7][550/7330] lr: 1.000e-04, eta: 1 day, 10:45:13, time: 0.564, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2039, s0.acc: 93.4089, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2331, s1.loss_cls: 0.0989, s1.acc: 93.3974, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1182, s2.loss_cls: 0.0475, s2.acc: 93.3759, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0557, loss: 1.2337 2022-09-17 10:36:49,258 - mmdet - INFO - Epoch [7][600/7330] lr: 1.000e-04, eta: 1 day, 10:44:45, time: 0.573, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1879, s0.acc: 93.7627, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2310, s1.loss_cls: 0.0911, s1.acc: 93.8188, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1159, s2.loss_cls: 0.0450, s2.acc: 93.6593, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0553, loss: 1.1961 2022-09-17 10:37:16,903 - mmdet - INFO - Epoch [7][650/7330] lr: 1.000e-04, eta: 1 day, 10:44:12, time: 0.553, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1988, s0.acc: 93.4202, s0.loss_bbox: 0.2598, s0.loss_mask: 0.2384, s1.loss_cls: 0.0961, s1.acc: 93.5382, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1190, s2.loss_cls: 0.0461, s2.acc: 93.5491, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0562, loss: 1.2424 2022-09-17 10:37:45,075 - mmdet - INFO - Epoch [7][700/7330] lr: 1.000e-04, eta: 1 day, 10:43:42, time: 0.563, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1943, s0.acc: 93.5107, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2361, s1.loss_cls: 0.0930, s1.acc: 93.6419, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1174, s2.loss_cls: 0.0452, s2.acc: 93.7036, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0556, loss: 1.2232 2022-09-17 10:38:13,029 - mmdet - INFO - Epoch [7][750/7330] lr: 1.000e-04, eta: 1 day, 10:43:10, time: 0.559, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2015, s0.acc: 93.4209, s0.loss_bbox: 0.2589, s0.loss_mask: 0.2363, s1.loss_cls: 0.0964, s1.acc: 93.5261, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1186, s2.loss_cls: 0.0468, s2.acc: 93.5118, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0562, loss: 1.2418 2022-09-17 10:38:41,176 - mmdet - INFO - Epoch [7][800/7330] lr: 1.000e-04, eta: 1 day, 10:42:40, time: 0.563, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2049, s0.acc: 93.2852, s0.loss_bbox: 0.2711, s0.loss_mask: 0.2423, s1.loss_cls: 0.0975, s1.acc: 93.4152, s1.loss_bbox: 0.1214, s1.loss_mask: 0.1209, s2.loss_cls: 0.0471, s2.acc: 93.4763, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0571, loss: 1.2739 2022-09-17 10:39:09,539 - mmdet - INFO - Epoch [7][850/7330] lr: 1.000e-04, eta: 1 day, 10:42:11, time: 0.567, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1927, s0.acc: 93.6008, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2252, s1.loss_cls: 0.0940, s1.acc: 93.5406, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1139, s2.loss_cls: 0.0460, s2.acc: 93.4334, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0544, loss: 1.1984 2022-09-17 10:39:37,477 - mmdet - INFO - Epoch [7][900/7330] lr: 1.000e-04, eta: 1 day, 10:41:39, time: 0.559, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2021, s0.acc: 93.2876, s0.loss_bbox: 0.2661, s0.loss_mask: 0.2410, s1.loss_cls: 0.0976, s1.acc: 93.3194, s1.loss_bbox: 0.1221, s1.loss_mask: 0.1210, s2.loss_cls: 0.0474, s2.acc: 93.3185, s2.loss_bbox: 0.0474, s2.loss_mask: 0.0576, loss: 1.2683 2022-09-17 10:40:06,089 - mmdet - INFO - Epoch [7][950/7330] lr: 1.000e-04, eta: 1 day, 10:41:11, time: 0.572, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2044, s0.acc: 93.1782, s0.loss_bbox: 0.2620, s0.loss_mask: 0.2340, s1.loss_cls: 0.0969, s1.acc: 93.3458, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1174, s2.loss_cls: 0.0473, s2.acc: 93.3442, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0559, loss: 1.2495 2022-09-17 10:40:34,124 - mmdet - INFO - Epoch [7][1000/7330] lr: 1.000e-04, eta: 1 day, 10:40:40, time: 0.561, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1955, s0.acc: 93.4688, s0.loss_bbox: 0.2616, s0.loss_mask: 0.2375, s1.loss_cls: 0.0942, s1.acc: 93.5395, s1.loss_bbox: 0.1190, s1.loss_mask: 0.1197, s2.loss_cls: 0.0456, s2.acc: 93.5200, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0567, loss: 1.2416 2022-09-17 10:41:02,069 - mmdet - INFO - Epoch [7][1050/7330] lr: 1.000e-04, eta: 1 day, 10:40:09, time: 0.559, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1869, s0.acc: 93.7136, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2267, s1.loss_cls: 0.0900, s1.acc: 93.7239, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1143, s2.loss_cls: 0.0438, s2.acc: 93.7755, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0548, loss: 1.1857 2022-09-17 10:41:30,754 - mmdet - INFO - Epoch [7][1100/7330] lr: 1.000e-04, eta: 1 day, 10:39:41, time: 0.573, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2065, s0.acc: 93.1653, s0.loss_bbox: 0.2663, s0.loss_mask: 0.2438, s1.loss_cls: 0.0994, s1.acc: 93.2115, s1.loss_bbox: 0.1207, s1.loss_mask: 0.1217, s2.loss_cls: 0.0481, s2.acc: 93.1468, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0577, loss: 1.2765 2022-09-17 10:41:59,123 - mmdet - INFO - Epoch [7][1150/7330] lr: 1.000e-04, eta: 1 day, 10:39:12, time: 0.568, data_time: 0.012, memory: 12702, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2036, s0.acc: 93.1099, s0.loss_bbox: 0.2645, s0.loss_mask: 0.2422, s1.loss_cls: 0.0992, s1.acc: 93.1088, s1.loss_bbox: 0.1189, s1.loss_mask: 0.1212, s2.loss_cls: 0.0486, s2.acc: 93.0373, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0576, loss: 1.2677 2022-09-17 10:42:27,349 - mmdet - INFO - Epoch [7][1200/7330] lr: 1.000e-04, eta: 1 day, 10:38:42, time: 0.565, data_time: 0.011, memory: 12702, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1908, s0.acc: 93.5586, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2392, s1.loss_cls: 0.0916, s1.acc: 93.5975, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1216, s2.loss_cls: 0.0446, s2.acc: 93.6951, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0580, loss: 1.2180 2022-09-17 10:42:55,757 - mmdet - INFO - Epoch [7][1250/7330] lr: 1.000e-04, eta: 1 day, 10:38:13, time: 0.568, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1989, s0.acc: 93.3884, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2423, s1.loss_cls: 0.0954, s1.acc: 93.5043, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1206, s2.loss_cls: 0.0462, s2.acc: 93.5140, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0569, loss: 1.2429 2022-09-17 10:43:24,269 - mmdet - INFO - Epoch [7][1300/7330] lr: 1.000e-04, eta: 1 day, 10:37:45, time: 0.570, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1960, s0.acc: 93.4192, s0.loss_bbox: 0.2628, s0.loss_mask: 0.2382, s1.loss_cls: 0.0949, s1.acc: 93.4317, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1196, s2.loss_cls: 0.0462, s2.acc: 93.5127, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0569, loss: 1.2478 2022-09-17 10:43:52,344 - mmdet - INFO - Epoch [7][1350/7330] lr: 1.000e-04, eta: 1 day, 10:37:14, time: 0.561, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1938, s0.acc: 93.5842, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2412, s1.loss_cls: 0.0936, s1.acc: 93.5894, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1208, s2.loss_cls: 0.0456, s2.acc: 93.6199, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0577, loss: 1.2339 2022-09-17 10:44:20,034 - mmdet - INFO - Epoch [7][1400/7330] lr: 1.000e-04, eta: 1 day, 10:36:42, time: 0.554, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1921, s0.acc: 93.6731, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2379, s1.loss_cls: 0.0936, s1.acc: 93.6835, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1190, s2.loss_cls: 0.0454, s2.acc: 93.7217, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0562, loss: 1.2089 2022-09-17 10:44:48,269 - mmdet - INFO - Epoch [7][1450/7330] lr: 1.000e-04, eta: 1 day, 10:36:12, time: 0.565, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1962, s0.acc: 93.4644, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2318, s1.loss_cls: 0.0952, s1.acc: 93.4920, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1157, s2.loss_cls: 0.0463, s2.acc: 93.4508, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0549, loss: 1.2195 2022-09-17 10:45:16,157 - mmdet - INFO - Epoch [7][1500/7330] lr: 1.000e-04, eta: 1 day, 10:35:40, time: 0.558, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1962, s0.acc: 93.4194, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2311, s1.loss_cls: 0.0948, s1.acc: 93.4031, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1164, s2.loss_cls: 0.0462, s2.acc: 93.3956, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0548, loss: 1.2229 2022-09-17 10:45:43,745 - mmdet - INFO - Epoch [7][1550/7330] lr: 1.000e-04, eta: 1 day, 10:35:07, time: 0.551, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1921, s0.acc: 93.6169, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2320, s1.loss_cls: 0.0935, s1.acc: 93.5528, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1171, s2.loss_cls: 0.0456, s2.acc: 93.6959, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0556, loss: 1.2068 2022-09-17 10:46:12,001 - mmdet - INFO - Epoch [7][1600/7330] lr: 1.000e-04, eta: 1 day, 10:34:38, time: 0.566, data_time: 0.012, memory: 12702, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.2050, s0.acc: 93.1814, s0.loss_bbox: 0.2635, s0.loss_mask: 0.2413, s1.loss_cls: 0.0990, s1.acc: 93.1483, s1.loss_bbox: 0.1186, s1.loss_mask: 0.1203, s2.loss_cls: 0.0476, s2.acc: 93.2513, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0573, loss: 1.2598 2022-09-17 10:46:40,456 - mmdet - INFO - Epoch [7][1650/7330] lr: 1.000e-04, eta: 1 day, 10:34:09, time: 0.569, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1987, s0.acc: 93.3049, s0.loss_bbox: 0.2728, s0.loss_mask: 0.2405, s1.loss_cls: 0.0967, s1.acc: 93.3246, s1.loss_bbox: 0.1240, s1.loss_mask: 0.1203, s2.loss_cls: 0.0478, s2.acc: 93.2970, s2.loss_bbox: 0.0484, s2.loss_mask: 0.0574, loss: 1.2703 2022-09-17 10:47:08,344 - mmdet - INFO - Epoch [7][1700/7330] lr: 1.000e-04, eta: 1 day, 10:33:37, time: 0.558, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2060, s0.acc: 93.0889, s0.loss_bbox: 0.2674, s0.loss_mask: 0.2435, s1.loss_cls: 0.1003, s1.acc: 93.0684, s1.loss_bbox: 0.1208, s1.loss_mask: 0.1215, s2.loss_cls: 0.0488, s2.acc: 93.0474, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0579, loss: 1.2785 2022-09-17 10:47:36,902 - mmdet - INFO - Epoch [7][1750/7330] lr: 1.000e-04, eta: 1 day, 10:33:09, time: 0.570, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1975, s0.acc: 93.4485, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2360, s1.loss_cls: 0.0955, s1.acc: 93.4319, s1.loss_bbox: 0.1173, s1.loss_mask: 0.1178, s2.loss_cls: 0.0465, s2.acc: 93.4562, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0562, loss: 1.2280 2022-09-17 10:48:05,508 - mmdet - INFO - Epoch [7][1800/7330] lr: 1.000e-04, eta: 1 day, 10:32:41, time: 0.573, data_time: 0.011, memory: 12702, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1997, s0.acc: 93.4260, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2382, s1.loss_cls: 0.0957, s1.acc: 93.4368, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1188, s2.loss_cls: 0.0459, s2.acc: 93.4641, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0560, loss: 1.2353 2022-09-17 10:48:33,846 - mmdet - INFO - Epoch [7][1850/7330] lr: 1.000e-04, eta: 1 day, 10:32:12, time: 0.567, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1972, s0.acc: 93.4500, s0.loss_bbox: 0.2650, s0.loss_mask: 0.2415, s1.loss_cls: 0.0957, s1.acc: 93.2739, s1.loss_bbox: 0.1193, s1.loss_mask: 0.1206, s2.loss_cls: 0.0469, s2.acc: 93.2537, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0574, loss: 1.2554 2022-09-17 10:49:02,169 - mmdet - INFO - Epoch [7][1900/7330] lr: 1.000e-04, eta: 1 day, 10:31:42, time: 0.566, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1898, s0.acc: 93.6919, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2365, s1.loss_cls: 0.0917, s1.acc: 93.7395, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1188, s2.loss_cls: 0.0447, s2.acc: 93.8358, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0567, loss: 1.2024 2022-09-17 10:49:30,304 - mmdet - INFO - Epoch [7][1950/7330] lr: 1.000e-04, eta: 1 day, 10:31:12, time: 0.562, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1954, s0.acc: 93.5298, s0.loss_bbox: 0.2534, s0.loss_mask: 0.2374, s1.loss_cls: 0.0946, s1.acc: 93.5399, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1196, s2.loss_cls: 0.0461, s2.acc: 93.5700, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0569, loss: 1.2264 2022-09-17 10:49:58,566 - mmdet - INFO - Epoch [7][2000/7330] lr: 1.000e-04, eta: 1 day, 10:30:42, time: 0.566, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1987, s0.acc: 93.3855, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2295, s1.loss_cls: 0.0978, s1.acc: 93.3797, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1160, s2.loss_cls: 0.0476, s2.acc: 93.3903, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0549, loss: 1.2245 2022-09-17 10:50:26,916 - mmdet - INFO - Epoch [7][2050/7330] lr: 1.000e-04, eta: 1 day, 10:30:13, time: 0.566, data_time: 0.011, memory: 12702, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2048, s0.acc: 93.2356, s0.loss_bbox: 0.2659, s0.loss_mask: 0.2340, s1.loss_cls: 0.0981, s1.acc: 93.2802, s1.loss_bbox: 0.1204, s1.loss_mask: 0.1169, s2.loss_cls: 0.0480, s2.acc: 93.2745, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0555, loss: 1.2585 2022-09-17 10:50:54,761 - mmdet - INFO - Epoch [7][2100/7330] lr: 1.000e-04, eta: 1 day, 10:29:41, time: 0.557, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1999, s0.acc: 93.4316, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2332, s1.loss_cls: 0.0968, s1.acc: 93.4339, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1175, s2.loss_cls: 0.0465, s2.acc: 93.4327, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0564, loss: 1.2233 2022-09-17 10:51:22,577 - mmdet - INFO - Epoch [7][2150/7330] lr: 1.000e-04, eta: 1 day, 10:29:10, time: 0.556, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1984, s0.acc: 93.4453, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2360, s1.loss_cls: 0.0963, s1.acc: 93.5141, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1187, s2.loss_cls: 0.0469, s2.acc: 93.3984, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0565, loss: 1.2331 2022-09-17 10:51:50,622 - mmdet - INFO - Epoch [7][2200/7330] lr: 1.000e-04, eta: 1 day, 10:28:39, time: 0.561, data_time: 0.012, memory: 12702, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1932, s0.acc: 93.5884, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2304, s1.loss_cls: 0.0929, s1.acc: 93.6342, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1162, s2.loss_cls: 0.0452, s2.acc: 93.6357, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0556, loss: 1.2067 2022-09-17 10:52:18,996 - mmdet - INFO - Epoch [7][2250/7330] lr: 1.000e-04, eta: 1 day, 10:28:10, time: 0.567, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2042, s0.acc: 93.1797, s0.loss_bbox: 0.2611, s0.loss_mask: 0.2371, s1.loss_cls: 0.0983, s1.acc: 93.2496, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1185, s2.loss_cls: 0.0476, s2.acc: 93.2422, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0560, loss: 1.2542 2022-09-17 10:52:47,220 - mmdet - INFO - Epoch [7][2300/7330] lr: 1.000e-04, eta: 1 day, 10:27:40, time: 0.565, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1875, s0.acc: 93.7622, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2340, s1.loss_cls: 0.0920, s1.acc: 93.7700, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1173, s2.loss_cls: 0.0440, s2.acc: 93.7601, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0557, loss: 1.1987 2022-09-17 10:53:14,914 - mmdet - INFO - Epoch [7][2350/7330] lr: 1.000e-04, eta: 1 day, 10:27:08, time: 0.554, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.2011, s0.acc: 93.5166, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2433, s1.loss_cls: 0.0970, s1.acc: 93.5034, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1215, s2.loss_cls: 0.0464, s2.acc: 93.5794, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0576, loss: 1.2395 2022-09-17 10:53:43,560 - mmdet - INFO - Epoch [7][2400/7330] lr: 1.000e-04, eta: 1 day, 10:26:40, time: 0.573, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1984, s0.acc: 93.4307, s0.loss_bbox: 0.2602, s0.loss_mask: 0.2240, s1.loss_cls: 0.0952, s1.acc: 93.5344, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1133, s2.loss_cls: 0.0462, s2.acc: 93.4654, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0538, loss: 1.2226 2022-09-17 10:54:11,819 - mmdet - INFO - Epoch [7][2450/7330] lr: 1.000e-04, eta: 1 day, 10:26:10, time: 0.565, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2006, s0.acc: 93.3188, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2340, s1.loss_cls: 0.0978, s1.acc: 93.3186, s1.loss_bbox: 0.1187, s1.loss_mask: 0.1182, s2.loss_cls: 0.0478, s2.acc: 93.1912, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0562, loss: 1.2435 2022-09-17 10:54:39,776 - mmdet - INFO - Epoch [7][2500/7330] lr: 1.000e-04, eta: 1 day, 10:25:39, time: 0.559, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1948, s0.acc: 93.5725, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2350, s1.loss_cls: 0.0943, s1.acc: 93.6523, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1185, s2.loss_cls: 0.0463, s2.acc: 93.5378, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0563, loss: 1.2154 2022-09-17 10:55:08,423 - mmdet - INFO - Epoch [7][2550/7330] lr: 1.000e-04, eta: 1 day, 10:25:11, time: 0.572, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1914, s0.acc: 93.5950, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2320, s1.loss_cls: 0.0925, s1.acc: 93.6762, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1177, s2.loss_cls: 0.0451, s2.acc: 93.6498, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0560, loss: 1.2077 2022-09-17 10:55:36,478 - mmdet - INFO - Epoch [7][2600/7330] lr: 1.000e-04, eta: 1 day, 10:24:40, time: 0.561, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.2062, s0.acc: 93.2148, s0.loss_bbox: 0.2606, s0.loss_mask: 0.2382, s1.loss_cls: 0.1000, s1.acc: 93.2810, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1187, s2.loss_cls: 0.0480, s2.acc: 93.3471, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0567, loss: 1.2524 2022-09-17 10:56:04,912 - mmdet - INFO - Epoch [7][2650/7330] lr: 1.000e-04, eta: 1 day, 10:24:12, time: 0.569, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1947, s0.acc: 93.4719, s0.loss_bbox: 0.2584, s0.loss_mask: 0.2260, s1.loss_cls: 0.0936, s1.acc: 93.5182, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1138, s2.loss_cls: 0.0458, s2.acc: 93.5338, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0541, loss: 1.2142 2022-09-17 10:56:32,609 - mmdet - INFO - Epoch [7][2700/7330] lr: 1.000e-04, eta: 1 day, 10:23:39, time: 0.554, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1959, s0.acc: 93.5500, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2347, s1.loss_cls: 0.0932, s1.acc: 93.6475, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1191, s2.loss_cls: 0.0452, s2.acc: 93.6465, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0565, loss: 1.2238 2022-09-17 10:57:00,660 - mmdet - INFO - Epoch [7][2750/7330] lr: 1.000e-04, eta: 1 day, 10:23:09, time: 0.561, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1944, s0.acc: 93.5996, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2346, s1.loss_cls: 0.0940, s1.acc: 93.6198, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1179, s2.loss_cls: 0.0459, s2.acc: 93.5983, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0562, loss: 1.2212 2022-09-17 10:57:28,713 - mmdet - INFO - Epoch [7][2800/7330] lr: 1.000e-04, eta: 1 day, 10:22:38, time: 0.561, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1974, s0.acc: 93.5095, s0.loss_bbox: 0.2572, s0.loss_mask: 0.2324, s1.loss_cls: 0.0944, s1.acc: 93.5945, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1166, s2.loss_cls: 0.0457, s2.acc: 93.6004, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0554, loss: 1.2270 2022-09-17 10:57:57,487 - mmdet - INFO - Epoch [7][2850/7330] lr: 1.000e-04, eta: 1 day, 10:22:11, time: 0.575, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1984, s0.acc: 93.4526, s0.loss_bbox: 0.2585, s0.loss_mask: 0.2365, s1.loss_cls: 0.0965, s1.acc: 93.4730, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1181, s2.loss_cls: 0.0467, s2.acc: 93.4542, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0558, loss: 1.2379 2022-09-17 10:58:25,229 - mmdet - INFO - Epoch [7][2900/7330] lr: 1.000e-04, eta: 1 day, 10:21:39, time: 0.555, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1942, s0.acc: 93.5850, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2423, s1.loss_cls: 0.0940, s1.acc: 93.6573, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1212, s2.loss_cls: 0.0454, s2.acc: 93.7365, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0575, loss: 1.2318 2022-09-17 10:58:52,993 - mmdet - INFO - Epoch [7][2950/7330] lr: 1.000e-04, eta: 1 day, 10:21:07, time: 0.554, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2115, s0.acc: 93.0857, s0.loss_bbox: 0.2686, s0.loss_mask: 0.2465, s1.loss_cls: 0.1030, s1.acc: 93.0690, s1.loss_bbox: 0.1213, s1.loss_mask: 0.1225, s2.loss_cls: 0.0501, s2.acc: 93.0847, s2.loss_bbox: 0.0471, s2.loss_mask: 0.0578, loss: 1.2936 2022-09-17 10:59:21,363 - mmdet - INFO - Epoch [7][3000/7330] lr: 1.000e-04, eta: 1 day, 10:20:38, time: 0.568, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2007, s0.acc: 93.3669, s0.loss_bbox: 0.2633, s0.loss_mask: 0.2387, s1.loss_cls: 0.0972, s1.acc: 93.3876, s1.loss_bbox: 0.1205, s1.loss_mask: 0.1200, s2.loss_cls: 0.0471, s2.acc: 93.3746, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0573, loss: 1.2573 2022-09-17 10:59:49,082 - mmdet - INFO - Epoch [7][3050/7330] lr: 1.000e-04, eta: 1 day, 10:20:06, time: 0.554, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1924, s0.acc: 93.6572, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2368, s1.loss_cls: 0.0934, s1.acc: 93.6895, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1200, s2.loss_cls: 0.0455, s2.acc: 93.6526, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0574, loss: 1.2139 2022-09-17 11:00:17,775 - mmdet - INFO - Epoch [7][3100/7330] lr: 1.000e-04, eta: 1 day, 10:19:38, time: 0.574, data_time: 0.007, memory: 12702, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1999, s0.acc: 93.3403, s0.loss_bbox: 0.2626, s0.loss_mask: 0.2431, s1.loss_cls: 0.0980, s1.acc: 93.2072, s1.loss_bbox: 0.1202, s1.loss_mask: 0.1210, s2.loss_cls: 0.0480, s2.acc: 93.1587, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0573, loss: 1.2617 2022-09-17 11:00:45,714 - mmdet - INFO - Epoch [7][3150/7330] lr: 1.000e-04, eta: 1 day, 10:19:07, time: 0.559, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2026, s0.acc: 93.2373, s0.loss_bbox: 0.2667, s0.loss_mask: 0.2368, s1.loss_cls: 0.0972, s1.acc: 93.4298, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1184, s2.loss_cls: 0.0471, s2.acc: 93.3076, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0563, loss: 1.2583 2022-09-17 11:01:13,794 - mmdet - INFO - Epoch [7][3200/7330] lr: 1.000e-04, eta: 1 day, 10:18:37, time: 0.561, data_time: 0.010, memory: 12702, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1921, s0.acc: 93.5908, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2366, s1.loss_cls: 0.0943, s1.acc: 93.5299, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1187, s2.loss_cls: 0.0460, s2.acc: 93.4958, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0568, loss: 1.2152 2022-09-17 11:01:41,815 - mmdet - INFO - Epoch [7][3250/7330] lr: 1.000e-04, eta: 1 day, 10:18:06, time: 0.561, data_time: 0.011, memory: 12702, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.2035, s0.acc: 93.2595, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2409, s1.loss_cls: 0.0996, s1.acc: 93.2603, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1195, s2.loss_cls: 0.0483, s2.acc: 93.2824, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0569, loss: 1.2464 2022-09-17 11:02:10,000 - mmdet - INFO - Epoch [7][3300/7330] lr: 1.000e-04, eta: 1 day, 10:17:36, time: 0.563, data_time: 0.009, memory: 12702, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.2107, s0.acc: 92.9915, s0.loss_bbox: 0.2697, s0.loss_mask: 0.2325, s1.loss_cls: 0.1031, s1.acc: 93.0187, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1164, s2.loss_cls: 0.0498, s2.acc: 93.0195, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0554, loss: 1.2688 2022-09-17 11:02:38,270 - mmdet - INFO - Epoch [7][3350/7330] lr: 1.000e-04, eta: 1 day, 10:17:06, time: 0.566, data_time: 0.012, memory: 12702, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2004, s0.acc: 93.3994, s0.loss_bbox: 0.2570, s0.loss_mask: 0.2372, s1.loss_cls: 0.0965, s1.acc: 93.3797, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1185, s2.loss_cls: 0.0466, s2.acc: 93.4569, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0565, loss: 1.2374 2022-09-17 11:03:05,977 - mmdet - INFO - Epoch [7][3400/7330] lr: 1.000e-04, eta: 1 day, 10:16:34, time: 0.554, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1929, s0.acc: 93.5559, s0.loss_bbox: 0.2568, s0.loss_mask: 0.2358, s1.loss_cls: 0.0943, s1.acc: 93.5507, s1.loss_bbox: 0.1185, s1.loss_mask: 0.1181, s2.loss_cls: 0.0460, s2.acc: 93.5352, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0566, loss: 1.2287 2022-09-17 11:03:34,087 - mmdet - INFO - Epoch [7][3450/7330] lr: 1.000e-04, eta: 1 day, 10:16:04, time: 0.563, data_time: 0.011, memory: 12702, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2105, s0.acc: 93.0667, s0.loss_bbox: 0.2735, s0.loss_mask: 0.2463, s1.loss_cls: 0.1008, s1.acc: 93.1459, s1.loss_bbox: 0.1242, s1.loss_mask: 0.1238, s2.loss_cls: 0.0489, s2.acc: 93.1436, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0590, loss: 1.3037 2022-09-17 11:04:02,406 - mmdet - INFO - Epoch [7][3500/7330] lr: 1.000e-04, eta: 1 day, 10:15:35, time: 0.566, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2028, s0.acc: 93.3921, s0.loss_bbox: 0.2564, s0.loss_mask: 0.2348, s1.loss_cls: 0.1001, s1.acc: 93.2324, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1189, s2.loss_cls: 0.0485, s2.acc: 93.2243, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0570, loss: 1.2476 2022-09-17 11:04:30,398 - mmdet - INFO - Epoch [7][3550/7330] lr: 1.000e-04, eta: 1 day, 10:15:04, time: 0.560, data_time: 0.008, memory: 12702, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1938, s0.acc: 93.4614, s0.loss_bbox: 0.2568, s0.loss_mask: 0.2338, s1.loss_cls: 0.0931, s1.acc: 93.5606, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1185, s2.loss_cls: 0.0456, s2.acc: 93.5907, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0561, loss: 1.2252 2022-09-17 11:04:58,280 - mmdet - INFO - Epoch [7][3600/7330] lr: 1.000e-04, eta: 1 day, 10:14:33, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1966, s0.acc: 93.5725, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2371, s1.loss_cls: 0.0946, s1.acc: 93.5302, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1185, s2.loss_cls: 0.0455, s2.acc: 93.5609, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0569, loss: 1.2261 2022-09-17 11:05:26,862 - mmdet - INFO - Epoch [7][3650/7330] lr: 1.000e-04, eta: 1 day, 10:14:04, time: 0.569, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1945, s0.acc: 93.6145, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2401, s1.loss_cls: 0.0927, s1.acc: 93.6909, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1210, s2.loss_cls: 0.0450, s2.acc: 93.6609, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0575, loss: 1.2277 2022-09-17 11:05:54,714 - mmdet - INFO - Epoch [7][3700/7330] lr: 1.000e-04, eta: 1 day, 10:13:33, time: 0.559, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1982, s0.acc: 93.5525, s0.loss_bbox: 0.2596, s0.loss_mask: 0.2343, s1.loss_cls: 0.0949, s1.acc: 93.6500, s1.loss_bbox: 0.1185, s1.loss_mask: 0.1172, s2.loss_cls: 0.0461, s2.acc: 93.6001, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0557, loss: 1.2337 2022-09-17 11:06:22,707 - mmdet - INFO - Epoch [7][3750/7330] lr: 1.000e-04, eta: 1 day, 10:13:02, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2016, s0.acc: 93.4033, s0.loss_bbox: 0.2585, s0.loss_mask: 0.2339, s1.loss_cls: 0.0983, s1.acc: 93.3744, s1.loss_bbox: 0.1173, s1.loss_mask: 0.1179, s2.loss_cls: 0.0479, s2.acc: 93.3726, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0562, loss: 1.2399 2022-09-17 11:06:50,741 - mmdet - INFO - Epoch [7][3800/7330] lr: 1.000e-04, eta: 1 day, 10:12:32, time: 0.561, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1933, s0.acc: 93.4453, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2396, s1.loss_cls: 0.0927, s1.acc: 93.4808, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1201, s2.loss_cls: 0.0450, s2.acc: 93.5491, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0570, loss: 1.2329 2022-09-17 11:07:18,996 - mmdet - INFO - Epoch [7][3850/7330] lr: 1.000e-04, eta: 1 day, 10:12:02, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.2071, s0.acc: 93.1694, s0.loss_bbox: 0.2618, s0.loss_mask: 0.2413, s1.loss_cls: 0.1008, s1.acc: 93.0990, s1.loss_bbox: 0.1194, s1.loss_mask: 0.1212, s2.loss_cls: 0.0481, s2.acc: 93.1928, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0575, loss: 1.2647 2022-09-17 11:07:46,883 - mmdet - INFO - Epoch [7][3900/7330] lr: 1.000e-04, eta: 1 day, 10:11:31, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1895, s0.acc: 93.7200, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2353, s1.loss_cls: 0.0921, s1.acc: 93.7809, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1184, s2.loss_cls: 0.0452, s2.acc: 93.7487, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0563, loss: 1.1947 2022-09-17 11:08:15,210 - mmdet - INFO - Epoch [7][3950/7330] lr: 1.000e-04, eta: 1 day, 10:11:02, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2066, s0.acc: 93.1565, s0.loss_bbox: 0.2613, s0.loss_mask: 0.2413, s1.loss_cls: 0.1004, s1.acc: 93.1186, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1207, s2.loss_cls: 0.0483, s2.acc: 93.1949, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0574, loss: 1.2644 2022-09-17 11:08:43,335 - mmdet - INFO - Epoch [7][4000/7330] lr: 1.000e-04, eta: 1 day, 10:10:31, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1932, s0.acc: 93.5413, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2375, s1.loss_cls: 0.0949, s1.acc: 93.5047, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1192, s2.loss_cls: 0.0466, s2.acc: 93.5170, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0562, loss: 1.2193 2022-09-17 11:09:11,487 - mmdet - INFO - Epoch [7][4050/7330] lr: 1.000e-04, eta: 1 day, 10:10:02, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1994, s0.acc: 93.3811, s0.loss_bbox: 0.2574, s0.loss_mask: 0.2346, s1.loss_cls: 0.0976, s1.acc: 93.2939, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1172, s2.loss_cls: 0.0475, s2.acc: 93.3659, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0556, loss: 1.2359 2022-09-17 11:09:39,358 - mmdet - INFO - Epoch [7][4100/7330] lr: 1.000e-04, eta: 1 day, 10:09:30, time: 0.557, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1945, s0.acc: 93.6538, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2379, s1.loss_cls: 0.0947, s1.acc: 93.6688, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1202, s2.loss_cls: 0.0460, s2.acc: 93.5912, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0568, loss: 1.2237 2022-09-17 11:10:07,312 - mmdet - INFO - Epoch [7][4150/7330] lr: 1.000e-04, eta: 1 day, 10:08:59, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1932, s0.acc: 93.5432, s0.loss_bbox: 0.2564, s0.loss_mask: 0.2323, s1.loss_cls: 0.0929, s1.acc: 93.6016, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1175, s2.loss_cls: 0.0456, s2.acc: 93.5135, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0560, loss: 1.2218 2022-09-17 11:10:35,011 - mmdet - INFO - Epoch [7][4200/7330] lr: 1.000e-04, eta: 1 day, 10:08:27, time: 0.555, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1955, s0.acc: 93.5095, s0.loss_bbox: 0.2582, s0.loss_mask: 0.2407, s1.loss_cls: 0.0950, s1.acc: 93.5570, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1196, s2.loss_cls: 0.0461, s2.acc: 93.4846, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0563, loss: 1.2398 2022-09-17 11:11:03,039 - mmdet - INFO - Epoch [7][4250/7330] lr: 1.000e-04, eta: 1 day, 10:07:57, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1910, s0.acc: 93.7419, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2337, s1.loss_cls: 0.0928, s1.acc: 93.7202, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1179, s2.loss_cls: 0.0451, s2.acc: 93.7148, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0557, loss: 1.2147 2022-09-17 11:11:30,484 - mmdet - INFO - Epoch [7][4300/7330] lr: 1.000e-04, eta: 1 day, 10:07:24, time: 0.549, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2030, s0.acc: 93.3411, s0.loss_bbox: 0.2595, s0.loss_mask: 0.2342, s1.loss_cls: 0.0996, s1.acc: 93.2073, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1189, s2.loss_cls: 0.0480, s2.acc: 93.2730, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0564, loss: 1.2518 2022-09-17 11:11:58,657 - mmdet - INFO - Epoch [7][4350/7330] lr: 1.000e-04, eta: 1 day, 10:06:54, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1952, s0.acc: 93.4104, s0.loss_bbox: 0.2620, s0.loss_mask: 0.2376, s1.loss_cls: 0.0948, s1.acc: 93.4471, s1.loss_bbox: 0.1191, s1.loss_mask: 0.1192, s2.loss_cls: 0.0458, s2.acc: 93.4749, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0563, loss: 1.2398 2022-09-17 11:12:26,167 - mmdet - INFO - Epoch [7][4400/7330] lr: 1.000e-04, eta: 1 day, 10:06:21, time: 0.550, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1831, s0.acc: 93.8647, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2302, s1.loss_cls: 0.0889, s1.acc: 93.8691, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1158, s2.loss_cls: 0.0436, s2.acc: 93.7737, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0547, loss: 1.1838 2022-09-17 11:12:54,055 - mmdet - INFO - Epoch [7][4450/7330] lr: 1.000e-04, eta: 1 day, 10:05:50, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2029, s0.acc: 93.3362, s0.loss_bbox: 0.2592, s0.loss_mask: 0.2319, s1.loss_cls: 0.0968, s1.acc: 93.4881, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1162, s2.loss_cls: 0.0472, s2.acc: 93.4844, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0547, loss: 1.2383 2022-09-17 11:13:21,814 - mmdet - INFO - Epoch [7][4500/7330] lr: 1.000e-04, eta: 1 day, 10:05:18, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2040, s0.acc: 93.3770, s0.loss_bbox: 0.2594, s0.loss_mask: 0.2367, s1.loss_cls: 0.0981, s1.acc: 93.4148, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1188, s2.loss_cls: 0.0473, s2.acc: 93.4695, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0559, loss: 1.2474 2022-09-17 11:13:50,606 - mmdet - INFO - Epoch [7][4550/7330] lr: 1.000e-04, eta: 1 day, 10:04:51, time: 0.576, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.2020, s0.acc: 93.5146, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2333, s1.loss_cls: 0.0970, s1.acc: 93.5676, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1167, s2.loss_cls: 0.0466, s2.acc: 93.5897, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0555, loss: 1.2237 2022-09-17 11:14:18,848 - mmdet - INFO - Epoch [7][4600/7330] lr: 1.000e-04, eta: 1 day, 10:04:21, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1886, s0.acc: 93.7471, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2317, s1.loss_cls: 0.0922, s1.acc: 93.7360, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1159, s2.loss_cls: 0.0444, s2.acc: 93.7103, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0548, loss: 1.1873 2022-09-17 11:14:46,903 - mmdet - INFO - Epoch [7][4650/7330] lr: 1.000e-04, eta: 1 day, 10:03:51, time: 0.561, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1944, s0.acc: 93.6807, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2294, s1.loss_cls: 0.0941, s1.acc: 93.7165, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1156, s2.loss_cls: 0.0453, s2.acc: 93.8295, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0544, loss: 1.1918 2022-09-17 11:15:15,401 - mmdet - INFO - Epoch [7][4700/7330] lr: 1.000e-04, eta: 1 day, 10:03:22, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2130, s0.acc: 93.1311, s0.loss_bbox: 0.2603, s0.loss_mask: 0.2404, s1.loss_cls: 0.1042, s1.acc: 93.0823, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1199, s2.loss_cls: 0.0502, s2.acc: 93.1606, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0567, loss: 1.2725 2022-09-17 11:15:43,990 - mmdet - INFO - Epoch [7][4750/7330] lr: 1.000e-04, eta: 1 day, 10:02:55, time: 0.573, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1944, s0.acc: 93.6335, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2306, s1.loss_cls: 0.0946, s1.acc: 93.6517, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1173, s2.loss_cls: 0.0460, s2.acc: 93.6919, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0562, loss: 1.2056 2022-09-17 11:16:11,945 - mmdet - INFO - Epoch [7][4800/7330] lr: 1.000e-04, eta: 1 day, 10:02:23, time: 0.558, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1981, s0.acc: 93.5376, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2401, s1.loss_cls: 0.0957, s1.acc: 93.5493, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1201, s2.loss_cls: 0.0466, s2.acc: 93.5277, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0571, loss: 1.2338 2022-09-17 11:16:40,331 - mmdet - INFO - Epoch [7][4850/7330] lr: 1.000e-04, eta: 1 day, 10:01:55, time: 0.569, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2126, s0.acc: 93.0054, s0.loss_bbox: 0.2645, s0.loss_mask: 0.2388, s1.loss_cls: 0.1029, s1.acc: 92.9150, s1.loss_bbox: 0.1200, s1.loss_mask: 0.1203, s2.loss_cls: 0.0496, s2.acc: 92.9922, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0568, loss: 1.2770 2022-09-17 11:17:08,323 - mmdet - INFO - Epoch [7][4900/7330] lr: 1.000e-04, eta: 1 day, 10:01:24, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2090, s0.acc: 93.2224, s0.loss_bbox: 0.2590, s0.loss_mask: 0.2375, s1.loss_cls: 0.1015, s1.acc: 93.2615, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1186, s2.loss_cls: 0.0487, s2.acc: 93.3232, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0559, loss: 1.2586 2022-09-17 11:17:36,313 - mmdet - INFO - Epoch [7][4950/7330] lr: 1.000e-04, eta: 1 day, 10:00:53, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1948, s0.acc: 93.5920, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2314, s1.loss_cls: 0.0951, s1.acc: 93.6618, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1159, s2.loss_cls: 0.0457, s2.acc: 93.6970, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0546, loss: 1.1961 2022-09-17 11:18:04,697 - mmdet - INFO - Epoch [7][5000/7330] lr: 1.000e-04, eta: 1 day, 10:00:25, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2020, s0.acc: 93.3071, s0.loss_bbox: 0.2655, s0.loss_mask: 0.2390, s1.loss_cls: 0.0955, s1.acc: 93.4450, s1.loss_bbox: 0.1215, s1.loss_mask: 0.1205, s2.loss_cls: 0.0465, s2.acc: 93.4654, s2.loss_bbox: 0.0478, s2.loss_mask: 0.0574, loss: 1.2602 2022-09-17 11:18:32,733 - mmdet - INFO - Epoch [7][5050/7330] lr: 1.000e-04, eta: 1 day, 9:59:54, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2084, s0.acc: 93.0056, s0.loss_bbox: 0.2673, s0.loss_mask: 0.2370, s1.loss_cls: 0.1015, s1.acc: 92.9567, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1193, s2.loss_cls: 0.0495, s2.acc: 92.9165, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0561, loss: 1.2740 2022-09-17 11:19:00,442 - mmdet - INFO - Epoch [7][5100/7330] lr: 1.000e-04, eta: 1 day, 9:59:22, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1911, s0.acc: 93.6599, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2368, s1.loss_cls: 0.0924, s1.acc: 93.6681, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1198, s2.loss_cls: 0.0456, s2.acc: 93.5601, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0571, loss: 1.2227 2022-09-17 11:19:28,915 - mmdet - INFO - Epoch [7][5150/7330] lr: 1.000e-04, eta: 1 day, 9:58:54, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1863, s0.acc: 93.7219, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2338, s1.loss_cls: 0.0904, s1.acc: 93.7267, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1170, s2.loss_cls: 0.0437, s2.acc: 93.6995, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0556, loss: 1.1968 2022-09-17 11:19:57,236 - mmdet - INFO - Epoch [7][5200/7330] lr: 1.000e-04, eta: 1 day, 9:58:24, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2088, s0.acc: 93.0750, s0.loss_bbox: 0.2633, s0.loss_mask: 0.2422, s1.loss_cls: 0.1019, s1.acc: 93.0593, s1.loss_bbox: 0.1191, s1.loss_mask: 0.1223, s2.loss_cls: 0.0495, s2.acc: 93.1259, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0579, loss: 1.2797 2022-09-17 11:20:25,017 - mmdet - INFO - Epoch [7][5250/7330] lr: 1.000e-04, eta: 1 day, 9:57:53, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1897, s0.acc: 93.7468, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2350, s1.loss_cls: 0.0927, s1.acc: 93.7149, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1174, s2.loss_cls: 0.0450, s2.acc: 93.7884, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0561, loss: 1.1944 2022-09-17 11:20:53,142 - mmdet - INFO - Epoch [7][5300/7330] lr: 1.000e-04, eta: 1 day, 9:57:23, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1972, s0.acc: 93.5964, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2359, s1.loss_cls: 0.0960, s1.acc: 93.6430, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1189, s2.loss_cls: 0.0461, s2.acc: 93.6382, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0562, loss: 1.2139 2022-09-17 11:21:21,151 - mmdet - INFO - Epoch [7][5350/7330] lr: 1.000e-04, eta: 1 day, 9:56:52, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1947, s0.acc: 93.5427, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2248, s1.loss_cls: 0.0927, s1.acc: 93.6932, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1146, s2.loss_cls: 0.0449, s2.acc: 93.7044, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0548, loss: 1.2019 2022-09-17 11:21:49,223 - mmdet - INFO - Epoch [7][5400/7330] lr: 1.000e-04, eta: 1 day, 9:56:22, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1976, s0.acc: 93.4392, s0.loss_bbox: 0.2597, s0.loss_mask: 0.2385, s1.loss_cls: 0.0944, s1.acc: 93.5319, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1191, s2.loss_cls: 0.0455, s2.acc: 93.5137, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0561, loss: 1.2376 2022-09-17 11:22:16,361 - mmdet - INFO - Epoch [7][5450/7330] lr: 1.000e-04, eta: 1 day, 9:55:48, time: 0.543, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1924, s0.acc: 93.6626, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2371, s1.loss_cls: 0.0916, s1.acc: 93.6832, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1187, s2.loss_cls: 0.0444, s2.acc: 93.6171, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0565, loss: 1.2061 2022-09-17 11:22:44,495 - mmdet - INFO - Epoch [7][5500/7330] lr: 1.000e-04, eta: 1 day, 9:55:18, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1996, s0.acc: 93.5105, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2386, s1.loss_cls: 0.0955, s1.acc: 93.6703, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1192, s2.loss_cls: 0.0457, s2.acc: 93.7237, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0567, loss: 1.2200 2022-09-17 11:23:12,699 - mmdet - INFO - Epoch [7][5550/7330] lr: 1.000e-04, eta: 1 day, 9:54:48, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1976, s0.acc: 93.5532, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2337, s1.loss_cls: 0.0940, s1.acc: 93.7713, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1175, s2.loss_cls: 0.0456, s2.acc: 93.8319, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0555, loss: 1.2120 2022-09-17 11:23:40,171 - mmdet - INFO - Epoch [7][5600/7330] lr: 1.000e-04, eta: 1 day, 9:54:15, time: 0.549, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.2027, s0.acc: 93.3542, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2334, s1.loss_cls: 0.0969, s1.acc: 93.4951, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1190, s2.loss_cls: 0.0471, s2.acc: 93.4916, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0570, loss: 1.2378 2022-09-17 11:24:08,042 - mmdet - INFO - Epoch [7][5650/7330] lr: 1.000e-04, eta: 1 day, 9:53:44, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1862, s0.acc: 93.9072, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2286, s1.loss_cls: 0.0897, s1.acc: 94.0521, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1151, s2.loss_cls: 0.0432, s2.acc: 93.9961, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0549, loss: 1.1769 2022-09-17 11:24:35,488 - mmdet - INFO - Epoch [7][5700/7330] lr: 1.000e-04, eta: 1 day, 9:53:11, time: 0.550, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.2025, s0.acc: 93.3772, s0.loss_bbox: 0.2591, s0.loss_mask: 0.2407, s1.loss_cls: 0.0966, s1.acc: 93.4520, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1199, s2.loss_cls: 0.0467, s2.acc: 93.5122, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0566, loss: 1.2452 2022-09-17 11:25:03,710 - mmdet - INFO - Epoch [7][5750/7330] lr: 1.000e-04, eta: 1 day, 9:52:42, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1893, s0.acc: 93.7781, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2317, s1.loss_cls: 0.0918, s1.acc: 93.8064, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1162, s2.loss_cls: 0.0446, s2.acc: 93.7766, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0551, loss: 1.1954 2022-09-17 11:25:31,902 - mmdet - INFO - Epoch [7][5800/7330] lr: 1.000e-04, eta: 1 day, 9:52:12, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1888, s0.acc: 93.7139, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2356, s1.loss_cls: 0.0916, s1.acc: 93.6646, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1204, s2.loss_cls: 0.0446, s2.acc: 93.7635, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0569, loss: 1.1981 2022-09-17 11:26:00,284 - mmdet - INFO - Epoch [7][5850/7330] lr: 1.000e-04, eta: 1 day, 9:51:43, time: 0.568, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1891, s0.acc: 93.7209, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2357, s1.loss_cls: 0.0923, s1.acc: 93.6592, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1172, s2.loss_cls: 0.0446, s2.acc: 93.7100, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0554, loss: 1.1986 2022-09-17 11:26:28,111 - mmdet - INFO - Epoch [7][5900/7330] lr: 1.000e-04, eta: 1 day, 9:51:12, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1979, s0.acc: 93.4651, s0.loss_bbox: 0.2568, s0.loss_mask: 0.2371, s1.loss_cls: 0.0951, s1.acc: 93.5300, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1187, s2.loss_cls: 0.0458, s2.acc: 93.6400, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0562, loss: 1.2320 2022-09-17 11:26:55,798 - mmdet - INFO - Epoch [7][5950/7330] lr: 1.000e-04, eta: 1 day, 9:50:40, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2002, s0.acc: 93.2800, s0.loss_bbox: 0.2609, s0.loss_mask: 0.2403, s1.loss_cls: 0.0966, s1.acc: 93.3001, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1209, s2.loss_cls: 0.0465, s2.acc: 93.2945, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0573, loss: 1.2563 2022-09-17 11:27:23,708 - mmdet - INFO - Epoch [7][6000/7330] lr: 1.000e-04, eta: 1 day, 9:50:09, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1988, s0.acc: 93.3516, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2395, s1.loss_cls: 0.0961, s1.acc: 93.3804, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1201, s2.loss_cls: 0.0473, s2.acc: 93.3291, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0572, loss: 1.2424 2022-09-17 11:27:51,877 - mmdet - INFO - Epoch [7][6050/7330] lr: 1.000e-04, eta: 1 day, 9:49:39, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1906, s0.acc: 93.6536, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2338, s1.loss_cls: 0.0922, s1.acc: 93.5889, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1175, s2.loss_cls: 0.0450, s2.acc: 93.6874, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0559, loss: 1.2043 2022-09-17 11:28:20,288 - mmdet - INFO - Epoch [7][6100/7330] lr: 1.000e-04, eta: 1 day, 9:49:11, time: 0.568, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2015, s0.acc: 93.2310, s0.loss_bbox: 0.2610, s0.loss_mask: 0.2395, s1.loss_cls: 0.0972, s1.acc: 93.3282, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1202, s2.loss_cls: 0.0471, s2.acc: 93.3527, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0566, loss: 1.2496 2022-09-17 11:28:47,576 - mmdet - INFO - Epoch [7][6150/7330] lr: 1.000e-04, eta: 1 day, 9:48:37, time: 0.546, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1941, s0.acc: 93.6199, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2343, s1.loss_cls: 0.0952, s1.acc: 93.5790, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1177, s2.loss_cls: 0.0455, s2.acc: 93.5829, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0559, loss: 1.2020 2022-09-17 11:29:15,800 - mmdet - INFO - Epoch [7][6200/7330] lr: 1.000e-04, eta: 1 day, 9:48:08, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2017, s0.acc: 93.3057, s0.loss_bbox: 0.2590, s0.loss_mask: 0.2292, s1.loss_cls: 0.0983, s1.acc: 93.2929, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1159, s2.loss_cls: 0.0478, s2.acc: 93.3484, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0553, loss: 1.2346 2022-09-17 11:29:44,098 - mmdet - INFO - Epoch [7][6250/7330] lr: 1.000e-04, eta: 1 day, 9:47:38, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2000, s0.acc: 93.2905, s0.loss_bbox: 0.2627, s0.loss_mask: 0.2395, s1.loss_cls: 0.0977, s1.acc: 93.2435, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1199, s2.loss_cls: 0.0480, s2.acc: 93.2196, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0569, loss: 1.2552 2022-09-17 11:30:12,365 - mmdet - INFO - Epoch [7][6300/7330] lr: 1.000e-04, eta: 1 day, 9:47:09, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1929, s0.acc: 93.6580, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2342, s1.loss_cls: 0.0926, s1.acc: 93.7135, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1172, s2.loss_cls: 0.0454, s2.acc: 93.6968, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0553, loss: 1.2056 2022-09-17 11:30:40,458 - mmdet - INFO - Epoch [7][6350/7330] lr: 1.000e-04, eta: 1 day, 9:46:39, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1919, s0.acc: 93.6541, s0.loss_bbox: 0.2570, s0.loss_mask: 0.2364, s1.loss_cls: 0.0923, s1.acc: 93.7755, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1190, s2.loss_cls: 0.0449, s2.acc: 93.6036, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0566, loss: 1.2233 2022-09-17 11:31:08,064 - mmdet - INFO - Epoch [7][6400/7330] lr: 1.000e-04, eta: 1 day, 9:46:07, time: 0.552, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1941, s0.acc: 93.6577, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2305, s1.loss_cls: 0.0933, s1.acc: 93.6663, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1161, s2.loss_cls: 0.0452, s2.acc: 93.7222, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0553, loss: 1.2023 2022-09-17 11:31:35,539 - mmdet - INFO - Epoch [7][6450/7330] lr: 1.000e-04, eta: 1 day, 9:45:34, time: 0.549, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1934, s0.acc: 93.5027, s0.loss_bbox: 0.2539, s0.loss_mask: 0.2358, s1.loss_cls: 0.0931, s1.acc: 93.5756, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1180, s2.loss_cls: 0.0449, s2.acc: 93.6184, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0561, loss: 1.2223 2022-09-17 11:32:03,477 - mmdet - INFO - Epoch [7][6500/7330] lr: 1.000e-04, eta: 1 day, 9:45:03, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1973, s0.acc: 93.4092, s0.loss_bbox: 0.2623, s0.loss_mask: 0.2291, s1.loss_cls: 0.0942, s1.acc: 93.5097, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1162, s2.loss_cls: 0.0458, s2.acc: 93.5989, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0554, loss: 1.2307 2022-09-17 11:32:31,338 - mmdet - INFO - Epoch [7][6550/7330] lr: 1.000e-04, eta: 1 day, 9:44:32, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2006, s0.acc: 93.4133, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2399, s1.loss_cls: 0.0967, s1.acc: 93.5169, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1187, s2.loss_cls: 0.0465, s2.acc: 93.6168, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0564, loss: 1.2405 2022-09-17 11:32:59,422 - mmdet - INFO - Epoch [7][6600/7330] lr: 1.000e-04, eta: 1 day, 9:44:02, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.2009, s0.acc: 93.4724, s0.loss_bbox: 0.2500, s0.loss_mask: 0.2409, s1.loss_cls: 0.0964, s1.acc: 93.5942, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1203, s2.loss_cls: 0.0464, s2.acc: 93.6872, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0571, loss: 1.2317 2022-09-17 11:33:27,796 - mmdet - INFO - Epoch [7][6650/7330] lr: 1.000e-04, eta: 1 day, 9:43:33, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.2048, s0.acc: 93.4377, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2393, s1.loss_cls: 0.0986, s1.acc: 93.4445, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1192, s2.loss_cls: 0.0471, s2.acc: 93.4348, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0569, loss: 1.2477 2022-09-17 11:33:55,678 - mmdet - INFO - Epoch [7][6700/7330] lr: 1.000e-04, eta: 1 day, 9:43:02, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.2075, s0.acc: 93.3599, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2348, s1.loss_cls: 0.0996, s1.acc: 93.3980, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1172, s2.loss_cls: 0.0482, s2.acc: 93.5249, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0553, loss: 1.2347 2022-09-17 11:34:23,938 - mmdet - INFO - Epoch [7][6750/7330] lr: 1.000e-04, eta: 1 day, 9:42:33, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1994, s0.acc: 93.3877, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2392, s1.loss_cls: 0.0973, s1.acc: 93.3257, s1.loss_bbox: 0.1173, s1.loss_mask: 0.1211, s2.loss_cls: 0.0470, s2.acc: 93.3510, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0574, loss: 1.2403 2022-09-17 11:34:52,036 - mmdet - INFO - Epoch [7][6800/7330] lr: 1.000e-04, eta: 1 day, 9:42:03, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1970, s0.acc: 93.4111, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2358, s1.loss_cls: 0.0957, s1.acc: 93.3668, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1185, s2.loss_cls: 0.0463, s2.acc: 93.3956, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0566, loss: 1.2301 2022-09-17 11:35:19,784 - mmdet - INFO - Epoch [7][6850/7330] lr: 1.000e-04, eta: 1 day, 9:41:32, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1887, s0.acc: 93.6772, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2323, s1.loss_cls: 0.0925, s1.acc: 93.6331, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1164, s2.loss_cls: 0.0450, s2.acc: 93.6292, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0552, loss: 1.1900 2022-09-17 11:35:48,060 - mmdet - INFO - Epoch [7][6900/7330] lr: 1.000e-04, eta: 1 day, 9:41:02, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1981, s0.acc: 93.4041, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2392, s1.loss_cls: 0.0960, s1.acc: 93.3886, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1206, s2.loss_cls: 0.0465, s2.acc: 93.4348, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0573, loss: 1.2331 2022-09-17 11:36:15,915 - mmdet - INFO - Epoch [7][6950/7330] lr: 1.000e-04, eta: 1 day, 9:40:31, time: 0.557, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1922, s0.acc: 93.5847, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2382, s1.loss_cls: 0.0932, s1.acc: 93.6271, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1201, s2.loss_cls: 0.0452, s2.acc: 93.5896, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0571, loss: 1.2203 2022-09-17 11:36:44,453 - mmdet - INFO - Epoch [7][7000/7330] lr: 1.000e-04, eta: 1 day, 9:40:03, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1807, s0.acc: 93.9268, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2309, s1.loss_cls: 0.0873, s1.acc: 93.9776, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1176, s2.loss_cls: 0.0429, s2.acc: 93.9139, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0561, loss: 1.1753 2022-09-17 11:37:12,157 - mmdet - INFO - Epoch [7][7050/7330] lr: 1.000e-04, eta: 1 day, 9:39:32, time: 0.554, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1973, s0.acc: 93.5991, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2338, s1.loss_cls: 0.0951, s1.acc: 93.6248, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1175, s2.loss_cls: 0.0459, s2.acc: 93.6842, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0560, loss: 1.2065 2022-09-17 11:37:40,415 - mmdet - INFO - Epoch [7][7100/7330] lr: 1.000e-04, eta: 1 day, 9:39:02, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2108, s0.acc: 93.1035, s0.loss_bbox: 0.2672, s0.loss_mask: 0.2424, s1.loss_cls: 0.1018, s1.acc: 93.0864, s1.loss_bbox: 0.1218, s1.loss_mask: 0.1209, s2.loss_cls: 0.0494, s2.acc: 93.0697, s2.loss_bbox: 0.0475, s2.loss_mask: 0.0570, loss: 1.2860 2022-09-17 11:38:08,682 - mmdet - INFO - Epoch [7][7150/7330] lr: 1.000e-04, eta: 1 day, 9:38:33, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2056, s0.acc: 93.3367, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2424, s1.loss_cls: 0.0996, s1.acc: 93.2905, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1217, s2.loss_cls: 0.0484, s2.acc: 93.2567, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0577, loss: 1.2586 2022-09-17 11:38:36,609 - mmdet - INFO - Epoch [7][7200/7330] lr: 1.000e-04, eta: 1 day, 9:38:02, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1911, s0.acc: 93.6562, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2348, s1.loss_cls: 0.0924, s1.acc: 93.6400, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1183, s2.loss_cls: 0.0445, s2.acc: 93.5844, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0562, loss: 1.2120 2022-09-17 11:39:05,460 - mmdet - INFO - Epoch [7][7250/7330] lr: 1.000e-04, eta: 1 day, 9:37:35, time: 0.577, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1936, s0.acc: 93.5173, s0.loss_bbox: 0.2559, s0.loss_mask: 0.2310, s1.loss_cls: 0.0938, s1.acc: 93.4507, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1162, s2.loss_cls: 0.0450, s2.acc: 93.6099, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0556, loss: 1.2173 2022-09-17 11:39:33,550 - mmdet - INFO - Epoch [7][7300/7330] lr: 1.000e-04, eta: 1 day, 9:37:05, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2033, s0.acc: 93.3557, s0.loss_bbox: 0.2600, s0.loss_mask: 0.2401, s1.loss_cls: 0.0981, s1.acc: 93.3333, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1214, s2.loss_cls: 0.0474, s2.acc: 93.3550, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0580, loss: 1.2599 2022-09-17 11:39:59,187 - mmdet - INFO - Saving checkpoint at 7 epochs 2022-09-17 11:41:48,210 - mmdet - INFO - Evaluating bbox... 2022-09-17 11:42:18,768 - 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 ] = 0.629 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.480 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.264 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 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.399 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 ] = 0.750 2022-09-17 11:42:18,768 - mmdet - INFO - Evaluating segm... 2022-09-17 11:42:54,770 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.383 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.600 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.411 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.185 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.409 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 ] = 0.512 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 ] = 0.321 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 ] = 0.681 2022-09-17 11:42:55,311 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 11:42:55,312 - mmdet - INFO - Epoch(val) [7][313] bbox_mAP: 0.4430, bbox_mAP_50: 0.6290, bbox_mAP_75: 0.4800, bbox_mAP_s: 0.2640, bbox_mAP_m: 0.4710, bbox_mAP_l: 0.5960, bbox_mAP_copypaste: 0.443 0.629 0.480 0.264 0.471 0.596, segm_mAP: 0.3830, segm_mAP_50: 0.6000, segm_mAP_75: 0.4110, segm_mAP_s: 0.1850, segm_mAP_m: 0.4090, segm_mAP_l: 0.5730, segm_mAP_copypaste: 0.383 0.600 0.411 0.185 0.409 0.573 2022-09-17 11:44:56,277 - mmdet - INFO - Epoch [8][50/7330] lr: 1.000e-04, eta: 1 day, 9:41:32, time: 2.418, data_time: 1.851, memory: 12703, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1970, s0.acc: 93.4529, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2310, s1.loss_cls: 0.0947, s1.acc: 93.6287, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1151, s2.loss_cls: 0.0457, s2.acc: 93.6509, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0547, loss: 1.2102 2022-09-17 11:45:24,979 - mmdet - INFO - Epoch [8][100/7330] lr: 1.000e-04, eta: 1 day, 9:41:04, time: 0.574, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1924, s0.acc: 93.5129, s0.loss_bbox: 0.2560, s0.loss_mask: 0.2302, s1.loss_cls: 0.0914, s1.acc: 93.6371, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1157, s2.loss_cls: 0.0445, s2.acc: 93.5994, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0552, loss: 1.2073 2022-09-17 11:45:54,049 - mmdet - INFO - Epoch [8][150/7330] lr: 1.000e-04, eta: 1 day, 9:40:37, time: 0.581, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1965, s0.acc: 93.5520, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2359, s1.loss_cls: 0.0948, s1.acc: 93.5942, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1181, s2.loss_cls: 0.0462, s2.acc: 93.7128, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0558, loss: 1.2202 2022-09-17 11:46:22,265 - mmdet - INFO - Epoch [8][200/7330] lr: 1.000e-04, eta: 1 day, 9:40:08, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1844, s0.acc: 93.7407, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2366, s1.loss_cls: 0.0902, s1.acc: 93.6547, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1197, s2.loss_cls: 0.0443, s2.acc: 93.5896, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0573, loss: 1.1983 2022-09-17 11:46:50,626 - mmdet - INFO - Epoch [8][250/7330] lr: 1.000e-04, eta: 1 day, 9:39:38, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1892, s0.acc: 93.7473, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2296, s1.loss_cls: 0.0927, s1.acc: 93.6564, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1167, s2.loss_cls: 0.0451, s2.acc: 93.5148, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0555, loss: 1.1953 2022-09-17 11:47:18,748 - mmdet - INFO - Epoch [8][300/7330] lr: 1.000e-04, eta: 1 day, 9:39:08, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1885, s0.acc: 93.7700, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2303, s1.loss_cls: 0.0900, s1.acc: 93.8634, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1166, s2.loss_cls: 0.0431, s2.acc: 93.9680, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0555, loss: 1.1856 2022-09-17 11:47:46,468 - mmdet - INFO - Epoch [8][350/7330] lr: 1.000e-04, eta: 1 day, 9:38:36, time: 0.555, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1886, s0.acc: 93.8069, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2298, s1.loss_cls: 0.0914, s1.acc: 93.8639, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1155, s2.loss_cls: 0.0449, s2.acc: 93.7367, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0548, loss: 1.1945 2022-09-17 11:48:14,515 - mmdet - INFO - Epoch [8][400/7330] lr: 1.000e-04, eta: 1 day, 9:38:06, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1885, s0.acc: 93.5676, s0.loss_bbox: 0.2589, s0.loss_mask: 0.2350, s1.loss_cls: 0.0911, s1.acc: 93.5384, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1170, s2.loss_cls: 0.0445, s2.acc: 93.5219, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0555, loss: 1.2145 2022-09-17 11:48:41,917 - mmdet - INFO - Epoch [8][450/7330] lr: 1.000e-04, eta: 1 day, 9:37:32, time: 0.548, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1844, s0.acc: 93.8403, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2246, s1.loss_cls: 0.0901, s1.acc: 93.7993, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1137, s2.loss_cls: 0.0439, s2.acc: 93.7648, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0541, loss: 1.1699 2022-09-17 11:49:10,095 - mmdet - INFO - Epoch [8][500/7330] lr: 1.000e-04, eta: 1 day, 9:37:02, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1937, s0.acc: 93.5789, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2305, s1.loss_cls: 0.0939, s1.acc: 93.6497, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1164, s2.loss_cls: 0.0458, s2.acc: 93.6193, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0557, loss: 1.2068 2022-09-17 11:49:38,331 - mmdet - INFO - Epoch [8][550/7330] lr: 1.000e-04, eta: 1 day, 9:36:33, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1975, s0.acc: 93.4250, s0.loss_bbox: 0.2642, s0.loss_mask: 0.2341, s1.loss_cls: 0.0949, s1.acc: 93.4179, s1.loss_bbox: 0.1201, s1.loss_mask: 0.1179, s2.loss_cls: 0.0458, s2.acc: 93.4938, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0560, loss: 1.2429 2022-09-17 11:50:06,876 - mmdet - INFO - Epoch [8][600/7330] lr: 1.000e-04, eta: 1 day, 9:36:04, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1917, s0.acc: 93.5549, s0.loss_bbox: 0.2560, s0.loss_mask: 0.2294, s1.loss_cls: 0.0923, s1.acc: 93.5543, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1161, s2.loss_cls: 0.0450, s2.acc: 93.5748, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0554, loss: 1.2130 2022-09-17 11:50:35,084 - mmdet - INFO - Epoch [8][650/7330] lr: 1.000e-04, eta: 1 day, 9:35:34, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1988, s0.acc: 93.2812, s0.loss_bbox: 0.2646, s0.loss_mask: 0.2357, s1.loss_cls: 0.0954, s1.acc: 93.3742, s1.loss_bbox: 0.1187, s1.loss_mask: 0.1189, s2.loss_cls: 0.0457, s2.acc: 93.4689, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0570, loss: 1.2507 2022-09-17 11:51:02,966 - mmdet - INFO - Epoch [8][700/7330] lr: 1.000e-04, eta: 1 day, 9:35:03, time: 0.557, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1887, s0.acc: 93.6401, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2275, s1.loss_cls: 0.0911, s1.acc: 93.7029, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1149, s2.loss_cls: 0.0442, s2.acc: 93.7041, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0546, loss: 1.1817 2022-09-17 11:51:30,833 - mmdet - INFO - Epoch [8][750/7330] lr: 1.000e-04, eta: 1 day, 9:34:32, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2004, s0.acc: 93.2578, s0.loss_bbox: 0.2649, s0.loss_mask: 0.2379, s1.loss_cls: 0.0964, s1.acc: 93.3508, s1.loss_bbox: 0.1195, s1.loss_mask: 0.1193, s2.loss_cls: 0.0462, s2.acc: 93.4099, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0564, loss: 1.2515 2022-09-17 11:51:58,804 - mmdet - INFO - Epoch [8][800/7330] lr: 1.000e-04, eta: 1 day, 9:34:01, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1955, s0.acc: 93.4824, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2345, s1.loss_cls: 0.0941, s1.acc: 93.5491, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1187, s2.loss_cls: 0.0460, s2.acc: 93.5643, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0562, loss: 1.2222 2022-09-17 11:52:27,006 - mmdet - INFO - Epoch [8][850/7330] lr: 1.000e-04, eta: 1 day, 9:33:31, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2021, s0.acc: 93.3081, s0.loss_bbox: 0.2605, s0.loss_mask: 0.2356, s1.loss_cls: 0.0981, s1.acc: 93.2658, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1177, s2.loss_cls: 0.0478, s2.acc: 93.2207, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0559, loss: 1.2424 2022-09-17 11:52:55,153 - mmdet - INFO - Epoch [8][900/7330] lr: 1.000e-04, eta: 1 day, 9:33:01, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1963, s0.acc: 93.4773, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2307, s1.loss_cls: 0.0952, s1.acc: 93.4559, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1150, s2.loss_cls: 0.0463, s2.acc: 93.4506, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0548, loss: 1.2110 2022-09-17 11:53:23,392 - mmdet - INFO - Epoch [8][950/7330] lr: 1.000e-04, eta: 1 day, 9:32:31, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1767, s0.acc: 94.0669, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2291, s1.loss_cls: 0.0852, s1.acc: 94.1224, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1162, s2.loss_cls: 0.0417, s2.acc: 94.0251, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0554, loss: 1.1500 2022-09-17 11:53:51,863 - mmdet - INFO - Epoch [8][1000/7330] lr: 1.000e-04, eta: 1 day, 9:32:03, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1873, s0.acc: 93.8535, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2288, s1.loss_cls: 0.0915, s1.acc: 93.8170, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1156, s2.loss_cls: 0.0442, s2.acc: 93.7979, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0551, loss: 1.1781 2022-09-17 11:54:20,565 - mmdet - INFO - Epoch [8][1050/7330] lr: 1.000e-04, eta: 1 day, 9:31:35, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1996, s0.acc: 93.3130, s0.loss_bbox: 0.2600, s0.loss_mask: 0.2370, s1.loss_cls: 0.0966, s1.acc: 93.4057, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1187, s2.loss_cls: 0.0464, s2.acc: 93.3994, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0563, loss: 1.2422 2022-09-17 11:54:48,155 - mmdet - INFO - Epoch [8][1100/7330] lr: 1.000e-04, eta: 1 day, 9:31:02, time: 0.552, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1832, s0.acc: 93.8240, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2294, s1.loss_cls: 0.0878, s1.acc: 93.9077, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1155, s2.loss_cls: 0.0423, s2.acc: 93.9857, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0550, loss: 1.1756 2022-09-17 11:55:17,008 - mmdet - INFO - Epoch [8][1150/7330] lr: 1.000e-04, eta: 1 day, 9:30:35, time: 0.577, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1916, s0.acc: 93.5176, s0.loss_bbox: 0.2564, s0.loss_mask: 0.2297, s1.loss_cls: 0.0932, s1.acc: 93.5331, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1157, s2.loss_cls: 0.0456, s2.acc: 93.5209, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0549, loss: 1.2153 2022-09-17 11:55:45,398 - mmdet - INFO - Epoch [8][1200/7330] lr: 1.000e-04, eta: 1 day, 9:30:06, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.2023, s0.acc: 93.3293, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2326, s1.loss_cls: 0.0992, s1.acc: 93.2351, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1176, s2.loss_cls: 0.0479, s2.acc: 93.2057, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0561, loss: 1.2230 2022-09-17 11:56:13,609 - mmdet - INFO - Epoch [8][1250/7330] lr: 1.000e-04, eta: 1 day, 9:29:36, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1879, s0.acc: 93.6289, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2287, s1.loss_cls: 0.0915, s1.acc: 93.6868, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1159, s2.loss_cls: 0.0445, s2.acc: 93.7706, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0553, loss: 1.1902 2022-09-17 11:56:41,579 - mmdet - INFO - Epoch [8][1300/7330] lr: 1.000e-04, eta: 1 day, 9:29:06, time: 0.560, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1969, s0.acc: 93.3838, s0.loss_bbox: 0.2588, s0.loss_mask: 0.2358, s1.loss_cls: 0.0947, s1.acc: 93.4163, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1174, s2.loss_cls: 0.0462, s2.acc: 93.3639, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0554, loss: 1.2368 2022-09-17 11:57:09,853 - mmdet - INFO - Epoch [8][1350/7330] lr: 1.000e-04, eta: 1 day, 9:28:36, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1908, s0.acc: 93.6108, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2287, s1.loss_cls: 0.0923, s1.acc: 93.6410, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1151, s2.loss_cls: 0.0449, s2.acc: 93.5527, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0549, loss: 1.2105 2022-09-17 11:57:38,529 - mmdet - INFO - Epoch [8][1400/7330] lr: 1.000e-04, eta: 1 day, 9:28:08, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1995, s0.acc: 93.4773, s0.loss_bbox: 0.2553, s0.loss_mask: 0.2325, s1.loss_cls: 0.0970, s1.acc: 93.5451, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1157, s2.loss_cls: 0.0467, s2.acc: 93.6207, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0550, loss: 1.2302 2022-09-17 11:58:06,235 - mmdet - INFO - Epoch [8][1450/7330] lr: 1.000e-04, eta: 1 day, 9:27:36, time: 0.554, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2041, s0.acc: 93.2366, s0.loss_bbox: 0.2601, s0.loss_mask: 0.2355, s1.loss_cls: 0.0998, s1.acc: 93.2050, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1176, s2.loss_cls: 0.0489, s2.acc: 93.2456, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0557, loss: 1.2518 2022-09-17 11:58:34,315 - mmdet - INFO - Epoch [8][1500/7330] lr: 1.000e-04, eta: 1 day, 9:27:06, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1993, s0.acc: 93.3130, s0.loss_bbox: 0.2626, s0.loss_mask: 0.2347, s1.loss_cls: 0.0955, s1.acc: 93.4225, s1.loss_bbox: 0.1195, s1.loss_mask: 0.1185, s2.loss_cls: 0.0463, s2.acc: 93.4545, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0563, loss: 1.2410 2022-09-17 11:59:02,484 - mmdet - INFO - Epoch [8][1550/7330] lr: 1.000e-04, eta: 1 day, 9:26:36, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1963, s0.acc: 93.4744, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2301, s1.loss_cls: 0.0944, s1.acc: 93.4948, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1160, s2.loss_cls: 0.0457, s2.acc: 93.5103, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0551, loss: 1.2163 2022-09-17 11:59:30,538 - mmdet - INFO - Epoch [8][1600/7330] lr: 1.000e-04, eta: 1 day, 9:26:05, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2027, s0.acc: 93.2297, s0.loss_bbox: 0.2661, s0.loss_mask: 0.2356, s1.loss_cls: 0.0969, s1.acc: 93.3162, s1.loss_bbox: 0.1200, s1.loss_mask: 0.1183, s2.loss_cls: 0.0473, s2.acc: 93.3495, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0559, loss: 1.2550 2022-09-17 11:59:58,386 - mmdet - INFO - Epoch [8][1650/7330] lr: 1.000e-04, eta: 1 day, 9:25:34, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1997, s0.acc: 93.4575, s0.loss_bbox: 0.2571, s0.loss_mask: 0.2363, s1.loss_cls: 0.0960, s1.acc: 93.4905, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1184, s2.loss_cls: 0.0464, s2.acc: 93.4065, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0562, loss: 1.2344 2022-09-17 12:00:31,151 - mmdet - INFO - Epoch [8][1700/7330] lr: 1.000e-04, eta: 1 day, 9:25:23, time: 0.655, data_time: 0.033, memory: 12703, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1870, s0.acc: 93.6465, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2316, s1.loss_cls: 0.0917, s1.acc: 93.5614, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1176, s2.loss_cls: 0.0449, s2.acc: 93.5751, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0556, loss: 1.1986 2022-09-17 12:00:58,826 - mmdet - INFO - Epoch [8][1750/7330] lr: 1.000e-04, eta: 1 day, 9:24:51, time: 0.553, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1866, s0.acc: 93.8438, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2292, s1.loss_cls: 0.0897, s1.acc: 93.9611, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1144, s2.loss_cls: 0.0439, s2.acc: 93.9056, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0539, loss: 1.1736 2022-09-17 12:01:27,030 - mmdet - INFO - Epoch [8][1800/7330] lr: 1.000e-04, eta: 1 day, 9:24:21, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1951, s0.acc: 93.4941, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2331, s1.loss_cls: 0.0946, s1.acc: 93.5426, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1163, s2.loss_cls: 0.0464, s2.acc: 93.3836, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0549, loss: 1.2107 2022-09-17 12:01:54,571 - mmdet - INFO - Epoch [8][1850/7330] lr: 1.000e-04, eta: 1 day, 9:23:48, time: 0.552, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1909, s0.acc: 93.6938, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2282, s1.loss_cls: 0.0911, s1.acc: 93.7546, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1154, s2.loss_cls: 0.0440, s2.acc: 93.8352, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0555, loss: 1.2022 2022-09-17 12:02:22,321 - mmdet - INFO - Epoch [8][1900/7330] lr: 1.000e-04, eta: 1 day, 9:23:17, time: 0.555, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1856, s0.acc: 93.7908, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2284, s1.loss_cls: 0.0898, s1.acc: 93.7505, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1138, s2.loss_cls: 0.0434, s2.acc: 93.8100, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.1749 2022-09-17 12:02:50,692 - mmdet - INFO - Epoch [8][1950/7330] lr: 1.000e-04, eta: 1 day, 9:22:47, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1864, s0.acc: 93.7290, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2289, s1.loss_cls: 0.0886, s1.acc: 93.8828, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1163, s2.loss_cls: 0.0431, s2.acc: 93.9076, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0555, loss: 1.1905 2022-09-17 12:03:18,581 - mmdet - INFO - Epoch [8][2000/7330] lr: 1.000e-04, eta: 1 day, 9:22:17, time: 0.560, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1921, s0.acc: 93.5825, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2367, s1.loss_cls: 0.0935, s1.acc: 93.5913, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1174, s2.loss_cls: 0.0452, s2.acc: 93.5517, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0558, loss: 1.2095 2022-09-17 12:03:46,857 - mmdet - INFO - Epoch [8][2050/7330] lr: 1.000e-04, eta: 1 day, 9:21:47, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1912, s0.acc: 93.5811, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2344, s1.loss_cls: 0.0917, s1.acc: 93.6077, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1177, s2.loss_cls: 0.0448, s2.acc: 93.6620, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0560, loss: 1.2049 2022-09-17 12:04:14,918 - mmdet - INFO - Epoch [8][2100/7330] lr: 1.000e-04, eta: 1 day, 9:21:17, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1981, s0.acc: 93.4309, s0.loss_bbox: 0.2577, s0.loss_mask: 0.2295, s1.loss_cls: 0.0944, s1.acc: 93.5334, s1.loss_bbox: 0.1186, s1.loss_mask: 0.1160, s2.loss_cls: 0.0461, s2.acc: 93.4626, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0550, loss: 1.2274 2022-09-17 12:04:43,155 - mmdet - INFO - Epoch [8][2150/7330] lr: 1.000e-04, eta: 1 day, 9:20:47, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1880, s0.acc: 93.6958, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2273, s1.loss_cls: 0.0913, s1.acc: 93.7027, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1146, s2.loss_cls: 0.0450, s2.acc: 93.5438, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0547, loss: 1.1880 2022-09-17 12:05:11,613 - mmdet - INFO - Epoch [8][2200/7330] lr: 1.000e-04, eta: 1 day, 9:20:18, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1929, s0.acc: 93.5818, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2257, s1.loss_cls: 0.0932, s1.acc: 93.5983, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1149, s2.loss_cls: 0.0458, s2.acc: 93.5198, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0549, loss: 1.2029 2022-09-17 12:05:39,448 - mmdet - INFO - Epoch [8][2250/7330] lr: 1.000e-04, eta: 1 day, 9:19:47, time: 0.558, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1840, s0.acc: 93.7554, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2314, s1.loss_cls: 0.0890, s1.acc: 93.7832, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1163, s2.loss_cls: 0.0431, s2.acc: 93.7882, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0552, loss: 1.1848 2022-09-17 12:06:07,931 - mmdet - INFO - Epoch [8][2300/7330] lr: 1.000e-04, eta: 1 day, 9:19:18, time: 0.570, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1892, s0.acc: 93.6204, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2313, s1.loss_cls: 0.0899, s1.acc: 93.7651, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1180, s2.loss_cls: 0.0436, s2.acc: 93.7786, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0561, loss: 1.1984 2022-09-17 12:06:36,183 - mmdet - INFO - Epoch [8][2350/7330] lr: 1.000e-04, eta: 1 day, 9:18:49, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1859, s0.acc: 93.7981, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2275, s1.loss_cls: 0.0894, s1.acc: 93.8176, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1151, s2.loss_cls: 0.0437, s2.acc: 93.7807, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0548, loss: 1.1896 2022-09-17 12:07:04,546 - mmdet - INFO - Epoch [8][2400/7330] lr: 1.000e-04, eta: 1 day, 9:18:20, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1984, s0.acc: 93.4336, s0.loss_bbox: 0.2572, s0.loss_mask: 0.2389, s1.loss_cls: 0.0940, s1.acc: 93.5286, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1200, s2.loss_cls: 0.0458, s2.acc: 93.5306, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0570, loss: 1.2390 2022-09-17 12:07:32,680 - mmdet - INFO - Epoch [8][2450/7330] lr: 1.000e-04, eta: 1 day, 9:17:50, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1889, s0.acc: 93.5684, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2333, s1.loss_cls: 0.0912, s1.acc: 93.5811, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1177, s2.loss_cls: 0.0437, s2.acc: 93.6423, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0558, loss: 1.2132 2022-09-17 12:08:00,487 - mmdet - INFO - Epoch [8][2500/7330] lr: 1.000e-04, eta: 1 day, 9:17:18, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1952, s0.acc: 93.5906, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2336, s1.loss_cls: 0.0939, s1.acc: 93.6431, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1173, s2.loss_cls: 0.0458, s2.acc: 93.5450, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0557, loss: 1.2141 2022-09-17 12:08:28,582 - mmdet - INFO - Epoch [8][2550/7330] lr: 1.000e-04, eta: 1 day, 9:16:48, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1862, s0.acc: 93.7874, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2307, s1.loss_cls: 0.0892, s1.acc: 93.8195, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1159, s2.loss_cls: 0.0434, s2.acc: 93.8590, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0550, loss: 1.1928 2022-09-17 12:08:56,172 - mmdet - INFO - Epoch [8][2600/7330] lr: 1.000e-04, eta: 1 day, 9:16:16, time: 0.552, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1940, s0.acc: 93.4731, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2314, s1.loss_cls: 0.0932, s1.acc: 93.5097, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1174, s2.loss_cls: 0.0455, s2.acc: 93.4942, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0560, loss: 1.2098 2022-09-17 12:09:24,322 - mmdet - INFO - Epoch [8][2650/7330] lr: 1.000e-04, eta: 1 day, 9:15:46, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1895, s0.acc: 93.6096, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2413, s1.loss_cls: 0.0924, s1.acc: 93.6096, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1217, s2.loss_cls: 0.0450, s2.acc: 93.5559, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0577, loss: 1.2268 2022-09-17 12:09:52,345 - mmdet - INFO - Epoch [8][2700/7330] lr: 1.000e-04, eta: 1 day, 9:15:15, time: 0.560, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1890, s0.acc: 93.6831, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2312, s1.loss_cls: 0.0921, s1.acc: 93.6592, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1159, s2.loss_cls: 0.0449, s2.acc: 93.6037, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0556, loss: 1.1961 2022-09-17 12:10:20,045 - mmdet - INFO - Epoch [8][2750/7330] lr: 1.000e-04, eta: 1 day, 9:14:44, time: 0.554, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1965, s0.acc: 93.4519, s0.loss_bbox: 0.2587, s0.loss_mask: 0.2272, s1.loss_cls: 0.0946, s1.acc: 93.4091, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1150, s2.loss_cls: 0.0470, s2.acc: 93.2894, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0548, loss: 1.2197 2022-09-17 12:10:48,154 - mmdet - INFO - Epoch [8][2800/7330] lr: 1.000e-04, eta: 1 day, 9:14:14, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.2001, s0.acc: 93.3384, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2344, s1.loss_cls: 0.0978, s1.acc: 93.3248, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1189, s2.loss_cls: 0.0475, s2.acc: 93.3015, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0563, loss: 1.2397 2022-09-17 12:11:16,192 - mmdet - INFO - Epoch [8][2850/7330] lr: 1.000e-04, eta: 1 day, 9:13:43, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1928, s0.acc: 93.5562, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2358, s1.loss_cls: 0.0928, s1.acc: 93.6765, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1175, s2.loss_cls: 0.0456, s2.acc: 93.5297, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0554, loss: 1.2174 2022-09-17 12:11:45,037 - mmdet - INFO - Epoch [8][2900/7330] lr: 1.000e-04, eta: 1 day, 9:13:16, time: 0.578, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2064, s0.acc: 92.9907, s0.loss_bbox: 0.2738, s0.loss_mask: 0.2373, s1.loss_cls: 0.0998, s1.acc: 93.0085, s1.loss_bbox: 0.1248, s1.loss_mask: 0.1193, s2.loss_cls: 0.0481, s2.acc: 93.0637, s2.loss_bbox: 0.0485, s2.loss_mask: 0.0571, loss: 1.2829 2022-09-17 12:12:13,027 - mmdet - INFO - Epoch [8][2950/7330] lr: 1.000e-04, eta: 1 day, 9:12:45, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1806, s0.acc: 93.8735, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2275, s1.loss_cls: 0.0884, s1.acc: 93.8676, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1146, s2.loss_cls: 0.0428, s2.acc: 93.8618, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0546, loss: 1.1807 2022-09-17 12:12:40,933 - mmdet - INFO - Epoch [8][3000/7330] lr: 1.000e-04, eta: 1 day, 9:12:15, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1959, s0.acc: 93.5022, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2370, s1.loss_cls: 0.0951, s1.acc: 93.4342, s1.loss_bbox: 0.1186, s1.loss_mask: 0.1187, s2.loss_cls: 0.0462, s2.acc: 93.4101, s2.loss_bbox: 0.0473, s2.loss_mask: 0.0563, loss: 1.2316 2022-09-17 12:13:09,213 - mmdet - INFO - Epoch [8][3050/7330] lr: 1.000e-04, eta: 1 day, 9:11:45, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1911, s0.acc: 93.6736, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2305, s1.loss_cls: 0.0926, s1.acc: 93.7084, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1164, s2.loss_cls: 0.0451, s2.acc: 93.8234, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0549, loss: 1.1917 2022-09-17 12:13:36,928 - mmdet - INFO - Epoch [8][3100/7330] lr: 1.000e-04, eta: 1 day, 9:11:13, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1951, s0.acc: 93.4490, s0.loss_bbox: 0.2535, s0.loss_mask: 0.2295, s1.loss_cls: 0.0952, s1.acc: 93.4436, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1161, s2.loss_cls: 0.0462, s2.acc: 93.5032, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0550, loss: 1.2116 2022-09-17 12:14:05,367 - mmdet - INFO - Epoch [8][3150/7330] lr: 1.000e-04, eta: 1 day, 9:10:45, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1881, s0.acc: 93.7676, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2354, s1.loss_cls: 0.0900, s1.acc: 93.9495, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1187, s2.loss_cls: 0.0438, s2.acc: 93.8879, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0571, loss: 1.1962 2022-09-17 12:14:33,586 - mmdet - INFO - Epoch [8][3200/7330] lr: 1.000e-04, eta: 1 day, 9:10:15, time: 0.564, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1954, s0.acc: 93.4880, s0.loss_bbox: 0.2550, s0.loss_mask: 0.2329, s1.loss_cls: 0.0962, s1.acc: 93.4317, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1167, s2.loss_cls: 0.0471, s2.acc: 93.4663, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0551, loss: 1.2257 2022-09-17 12:15:01,533 - mmdet - INFO - Epoch [8][3250/7330] lr: 1.000e-04, eta: 1 day, 9:09:44, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1863, s0.acc: 93.6917, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2308, s1.loss_cls: 0.0910, s1.acc: 93.6333, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1164, s2.loss_cls: 0.0451, s2.acc: 93.5046, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0556, loss: 1.1945 2022-09-17 12:15:29,723 - mmdet - INFO - Epoch [8][3300/7330] lr: 1.000e-04, eta: 1 day, 9:09:15, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1945, s0.acc: 93.5591, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2392, s1.loss_cls: 0.0943, s1.acc: 93.5525, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1190, s2.loss_cls: 0.0455, s2.acc: 93.6585, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0563, loss: 1.2213 2022-09-17 12:15:57,633 - mmdet - INFO - Epoch [8][3350/7330] lr: 1.000e-04, eta: 1 day, 9:08:44, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1958, s0.acc: 93.4868, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2386, s1.loss_cls: 0.0948, s1.acc: 93.4990, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1193, s2.loss_cls: 0.0462, s2.acc: 93.4364, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0565, loss: 1.2255 2022-09-17 12:16:25,070 - mmdet - INFO - Epoch [8][3400/7330] lr: 1.000e-04, eta: 1 day, 9:08:11, time: 0.549, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1909, s0.acc: 93.7324, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2324, s1.loss_cls: 0.0903, s1.acc: 93.8783, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1176, s2.loss_cls: 0.0445, s2.acc: 93.7051, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0559, loss: 1.1892 2022-09-17 12:16:53,078 - mmdet - INFO - Epoch [8][3450/7330] lr: 1.000e-04, eta: 1 day, 9:07:40, time: 0.560, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.2036, s0.acc: 93.4778, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2332, s1.loss_cls: 0.0974, s1.acc: 93.6336, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1172, s2.loss_cls: 0.0469, s2.acc: 93.6061, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0560, loss: 1.2271 2022-09-17 12:17:21,007 - mmdet - INFO - Epoch [8][3500/7330] lr: 1.000e-04, eta: 1 day, 9:07:10, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1952, s0.acc: 93.4648, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2384, s1.loss_cls: 0.0951, s1.acc: 93.4230, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1194, s2.loss_cls: 0.0464, s2.acc: 93.4013, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0563, loss: 1.2381 2022-09-17 12:17:49,412 - mmdet - INFO - Epoch [8][3550/7330] lr: 1.000e-04, eta: 1 day, 9:06:41, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1894, s0.acc: 93.7183, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2274, s1.loss_cls: 0.0914, s1.acc: 93.6921, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1146, s2.loss_cls: 0.0445, s2.acc: 93.7144, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0547, loss: 1.1851 2022-09-17 12:18:17,669 - mmdet - INFO - Epoch [8][3600/7330] lr: 1.000e-04, eta: 1 day, 9:06:11, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1896, s0.acc: 93.6853, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2320, s1.loss_cls: 0.0918, s1.acc: 93.7242, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1171, s2.loss_cls: 0.0444, s2.acc: 93.7524, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0557, loss: 1.2000 2022-09-17 12:18:45,720 - mmdet - INFO - Epoch [8][3650/7330] lr: 1.000e-04, eta: 1 day, 9:05:41, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1933, s0.acc: 93.6082, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2328, s1.loss_cls: 0.0939, s1.acc: 93.6487, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1175, s2.loss_cls: 0.0459, s2.acc: 93.5512, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0563, loss: 1.2073 2022-09-17 12:19:13,908 - mmdet - INFO - Epoch [8][3700/7330] lr: 1.000e-04, eta: 1 day, 9:05:11, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.2038, s0.acc: 93.1631, s0.loss_bbox: 0.2688, s0.loss_mask: 0.2392, s1.loss_cls: 0.0988, s1.acc: 93.1373, s1.loss_bbox: 0.1218, s1.loss_mask: 0.1199, s2.loss_cls: 0.0481, s2.acc: 93.0994, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0570, loss: 1.2639 2022-09-17 12:19:41,772 - mmdet - INFO - Epoch [8][3750/7330] lr: 1.000e-04, eta: 1 day, 9:04:40, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1818, s0.acc: 93.9211, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2246, s1.loss_cls: 0.0871, s1.acc: 94.0133, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1137, s2.loss_cls: 0.0424, s2.acc: 93.9786, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0545, loss: 1.1571 2022-09-17 12:20:10,003 - mmdet - INFO - Epoch [8][3800/7330] lr: 1.000e-04, eta: 1 day, 9:04:11, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.2008, s0.acc: 93.3896, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2323, s1.loss_cls: 0.0982, s1.acc: 93.3551, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1179, s2.loss_cls: 0.0472, s2.acc: 93.4083, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0560, loss: 1.2289 2022-09-17 12:20:37,926 - mmdet - INFO - Epoch [8][3850/7330] lr: 1.000e-04, eta: 1 day, 9:03:40, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1877, s0.acc: 93.6982, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2342, s1.loss_cls: 0.0905, s1.acc: 93.7650, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1187, s2.loss_cls: 0.0438, s2.acc: 93.7754, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0567, loss: 1.1889 2022-09-17 12:21:06,093 - mmdet - INFO - Epoch [8][3900/7330] lr: 1.000e-04, eta: 1 day, 9:03:10, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.2006, s0.acc: 93.4243, s0.loss_bbox: 0.2633, s0.loss_mask: 0.2308, s1.loss_cls: 0.0964, s1.acc: 93.4955, s1.loss_bbox: 0.1193, s1.loss_mask: 0.1164, s2.loss_cls: 0.0470, s2.acc: 93.3984, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0554, loss: 1.2365 2022-09-17 12:21:34,049 - mmdet - INFO - Epoch [8][3950/7330] lr: 1.000e-04, eta: 1 day, 9:02:40, time: 0.560, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1801, s0.acc: 93.8564, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2262, s1.loss_cls: 0.0882, s1.acc: 93.8863, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1151, s2.loss_cls: 0.0433, s2.acc: 93.9832, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0549, loss: 1.1623 2022-09-17 12:22:01,968 - mmdet - INFO - Epoch [8][4000/7330] lr: 1.000e-04, eta: 1 day, 9:02:09, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1962, s0.acc: 93.5767, s0.loss_bbox: 0.2601, s0.loss_mask: 0.2335, s1.loss_cls: 0.0940, s1.acc: 93.7221, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1176, s2.loss_cls: 0.0460, s2.acc: 93.5762, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0557, loss: 1.2288 2022-09-17 12:22:30,206 - mmdet - INFO - Epoch [8][4050/7330] lr: 1.000e-04, eta: 1 day, 9:01:39, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1874, s0.acc: 93.7310, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2306, s1.loss_cls: 0.0910, s1.acc: 93.8142, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1172, s2.loss_cls: 0.0443, s2.acc: 93.7032, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0556, loss: 1.1875 2022-09-17 12:22:58,403 - mmdet - INFO - Epoch [8][4100/7330] lr: 1.000e-04, eta: 1 day, 9:01:10, time: 0.565, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1902, s0.acc: 93.6587, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2346, s1.loss_cls: 0.0933, s1.acc: 93.5622, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1172, s2.loss_cls: 0.0450, s2.acc: 93.5339, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0556, loss: 1.2066 2022-09-17 12:23:26,537 - mmdet - INFO - Epoch [8][4150/7330] lr: 1.000e-04, eta: 1 day, 9:00:40, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.2023, s0.acc: 93.3860, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2380, s1.loss_cls: 0.0973, s1.acc: 93.3803, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1204, s2.loss_cls: 0.0465, s2.acc: 93.4029, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0570, loss: 1.2410 2022-09-17 12:23:53,951 - mmdet - INFO - Epoch [8][4200/7330] lr: 1.000e-04, eta: 1 day, 9:00:07, time: 0.548, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1969, s0.acc: 93.4580, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2274, s1.loss_cls: 0.0963, s1.acc: 93.3989, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1153, s2.loss_cls: 0.0469, s2.acc: 93.3745, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0550, loss: 1.2063 2022-09-17 12:24:22,088 - mmdet - INFO - Epoch [8][4250/7330] lr: 1.000e-04, eta: 1 day, 8:59:37, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1889, s0.acc: 93.6628, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2291, s1.loss_cls: 0.0916, s1.acc: 93.6411, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1157, s2.loss_cls: 0.0445, s2.acc: 93.6960, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0546, loss: 1.1943 2022-09-17 12:24:50,219 - mmdet - INFO - Epoch [8][4300/7330] lr: 1.000e-04, eta: 1 day, 8:59:07, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1955, s0.acc: 93.5181, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2333, s1.loss_cls: 0.0936, s1.acc: 93.5925, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1179, s2.loss_cls: 0.0447, s2.acc: 93.6558, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0564, loss: 1.2139 2022-09-17 12:25:18,701 - mmdet - INFO - Epoch [8][4350/7330] lr: 1.000e-04, eta: 1 day, 8:58:39, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1856, s0.acc: 93.8025, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2315, s1.loss_cls: 0.0889, s1.acc: 93.9038, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1173, s2.loss_cls: 0.0436, s2.acc: 93.7664, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0557, loss: 1.1854 2022-09-17 12:25:46,572 - mmdet - INFO - Epoch [8][4400/7330] lr: 1.000e-04, eta: 1 day, 8:58:08, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1921, s0.acc: 93.5750, s0.loss_bbox: 0.2500, s0.loss_mask: 0.2295, s1.loss_cls: 0.0924, s1.acc: 93.5398, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1139, s2.loss_cls: 0.0451, s2.acc: 93.4904, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0539, loss: 1.1979 2022-09-17 12:26:14,668 - mmdet - INFO - Epoch [8][4450/7330] lr: 1.000e-04, eta: 1 day, 8:57:38, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1961, s0.acc: 93.4023, s0.loss_bbox: 0.2627, s0.loss_mask: 0.2415, s1.loss_cls: 0.0941, s1.acc: 93.4707, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1196, s2.loss_cls: 0.0453, s2.acc: 93.4621, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0566, loss: 1.2409 2022-09-17 12:26:42,871 - mmdet - INFO - Epoch [8][4500/7330] lr: 1.000e-04, eta: 1 day, 8:57:08, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1972, s0.acc: 93.3960, s0.loss_bbox: 0.2600, s0.loss_mask: 0.2300, s1.loss_cls: 0.0947, s1.acc: 93.4788, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1152, s2.loss_cls: 0.0461, s2.acc: 93.4470, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0547, loss: 1.2236 2022-09-17 12:27:10,851 - mmdet - INFO - Epoch [8][4550/7330] lr: 1.000e-04, eta: 1 day, 8:56:38, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1931, s0.acc: 93.4924, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2338, s1.loss_cls: 0.0928, s1.acc: 93.5453, s1.loss_bbox: 0.1169, s1.loss_mask: 0.1170, s2.loss_cls: 0.0451, s2.acc: 93.5727, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0557, loss: 1.2195 2022-09-17 12:27:38,762 - mmdet - INFO - Epoch [8][4600/7330] lr: 1.000e-04, eta: 1 day, 8:56:07, time: 0.558, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1909, s0.acc: 93.6094, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2347, s1.loss_cls: 0.0925, s1.acc: 93.5780, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1176, s2.loss_cls: 0.0452, s2.acc: 93.6822, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0557, loss: 1.2071 2022-09-17 12:28:06,516 - mmdet - INFO - Epoch [8][4650/7330] lr: 1.000e-04, eta: 1 day, 8:55:36, time: 0.555, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1837, s0.acc: 94.0195, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2266, s1.loss_cls: 0.0896, s1.acc: 93.9931, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1151, s2.loss_cls: 0.0436, s2.acc: 93.9645, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0549, loss: 1.1554 2022-09-17 12:28:34,641 - mmdet - INFO - Epoch [8][4700/7330] lr: 1.000e-04, eta: 1 day, 8:55:06, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1965, s0.acc: 93.4031, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2371, s1.loss_cls: 0.0958, s1.acc: 93.3569, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1200, s2.loss_cls: 0.0471, s2.acc: 93.3216, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0571, loss: 1.2370 2022-09-17 12:29:02,590 - mmdet - INFO - Epoch [8][4750/7330] lr: 1.000e-04, eta: 1 day, 8:54:35, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1918, s0.acc: 93.5574, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2349, s1.loss_cls: 0.0930, s1.acc: 93.5233, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1185, s2.loss_cls: 0.0457, s2.acc: 93.4378, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0567, loss: 1.2134 2022-09-17 12:29:30,457 - mmdet - INFO - Epoch [8][4800/7330] lr: 1.000e-04, eta: 1 day, 8:54:04, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1858, s0.acc: 93.7122, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2244, s1.loss_cls: 0.0910, s1.acc: 93.6565, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1141, s2.loss_cls: 0.0449, s2.acc: 93.5566, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0544, loss: 1.1710 2022-09-17 12:29:57,994 - mmdet - INFO - Epoch [8][4850/7330] lr: 1.000e-04, eta: 1 day, 8:53:32, time: 0.551, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1802, s0.acc: 93.9409, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2264, s1.loss_cls: 0.0881, s1.acc: 93.9893, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1150, s2.loss_cls: 0.0430, s2.acc: 93.8915, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0553, loss: 1.1621 2022-09-17 12:30:26,589 - mmdet - INFO - Epoch [8][4900/7330] lr: 1.000e-04, eta: 1 day, 8:53:04, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1929, s0.acc: 93.5393, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2320, s1.loss_cls: 0.0944, s1.acc: 93.5790, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1170, s2.loss_cls: 0.0462, s2.acc: 93.4948, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0559, loss: 1.2125 2022-09-17 12:30:54,490 - mmdet - INFO - Epoch [8][4950/7330] lr: 1.000e-04, eta: 1 day, 8:52:33, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1861, s0.acc: 93.8293, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2271, s1.loss_cls: 0.0914, s1.acc: 93.7997, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1157, s2.loss_cls: 0.0449, s2.acc: 93.7160, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0552, loss: 1.1800 2022-09-17 12:31:23,192 - mmdet - INFO - Epoch [8][5000/7330] lr: 1.000e-04, eta: 1 day, 8:52:06, time: 0.574, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1896, s0.acc: 93.6770, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2283, s1.loss_cls: 0.0922, s1.acc: 93.6183, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1148, s2.loss_cls: 0.0451, s2.acc: 93.5426, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0549, loss: 1.1938 2022-09-17 12:31:51,349 - mmdet - INFO - Epoch [8][5050/7330] lr: 1.000e-04, eta: 1 day, 8:51:36, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1981, s0.acc: 93.3311, s0.loss_bbox: 0.2627, s0.loss_mask: 0.2297, s1.loss_cls: 0.0958, s1.acc: 93.3386, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1152, s2.loss_cls: 0.0463, s2.acc: 93.4055, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0549, loss: 1.2315 2022-09-17 12:32:19,292 - mmdet - INFO - Epoch [8][5100/7330] lr: 1.000e-04, eta: 1 day, 8:51:05, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1958, s0.acc: 93.4600, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2351, s1.loss_cls: 0.0961, s1.acc: 93.4274, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1185, s2.loss_cls: 0.0470, s2.acc: 93.3965, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0568, loss: 1.2273 2022-09-17 12:32:47,171 - mmdet - INFO - Epoch [8][5150/7330] lr: 1.000e-04, eta: 1 day, 8:50:34, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1998, s0.acc: 93.5051, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2367, s1.loss_cls: 0.0964, s1.acc: 93.4500, s1.loss_bbox: 0.1169, s1.loss_mask: 0.1185, s2.loss_cls: 0.0473, s2.acc: 93.3856, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0565, loss: 1.2397 2022-09-17 12:33:15,151 - mmdet - INFO - Epoch [8][5200/7330] lr: 1.000e-04, eta: 1 day, 8:50:04, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1917, s0.acc: 93.5801, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2314, s1.loss_cls: 0.0918, s1.acc: 93.7179, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1158, s2.loss_cls: 0.0443, s2.acc: 93.7951, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0552, loss: 1.2019 2022-09-17 12:33:42,797 - mmdet - INFO - Epoch [8][5250/7330] lr: 1.000e-04, eta: 1 day, 8:49:32, time: 0.553, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1915, s0.acc: 93.7026, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2313, s1.loss_cls: 0.0927, s1.acc: 93.7608, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1177, s2.loss_cls: 0.0456, s2.acc: 93.7021, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0557, loss: 1.2052 2022-09-17 12:34:10,810 - mmdet - INFO - Epoch [8][5300/7330] lr: 1.000e-04, eta: 1 day, 8:49:02, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1895, s0.acc: 93.6931, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2280, s1.loss_cls: 0.0931, s1.acc: 93.6691, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1154, s2.loss_cls: 0.0447, s2.acc: 93.7520, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0548, loss: 1.1799 2022-09-17 12:34:38,674 - mmdet - INFO - Epoch [8][5350/7330] lr: 1.000e-04, eta: 1 day, 8:48:31, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1977, s0.acc: 93.2502, s0.loss_bbox: 0.2610, s0.loss_mask: 0.2427, s1.loss_cls: 0.0964, s1.acc: 93.2571, s1.loss_bbox: 0.1198, s1.loss_mask: 0.1221, s2.loss_cls: 0.0476, s2.acc: 93.1612, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0581, loss: 1.2536 2022-09-17 12:35:06,618 - mmdet - INFO - Epoch [8][5400/7330] lr: 1.000e-04, eta: 1 day, 8:48:01, time: 0.560, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1933, s0.acc: 93.5938, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2295, s1.loss_cls: 0.0928, s1.acc: 93.7121, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1157, s2.loss_cls: 0.0450, s2.acc: 93.7103, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0545, loss: 1.2088 2022-09-17 12:35:34,953 - mmdet - INFO - Epoch [8][5450/7330] lr: 1.000e-04, eta: 1 day, 8:47:31, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2090, s0.acc: 93.1494, s0.loss_bbox: 0.2630, s0.loss_mask: 0.2425, s1.loss_cls: 0.1010, s1.acc: 93.1953, s1.loss_bbox: 0.1190, s1.loss_mask: 0.1221, s2.loss_cls: 0.0482, s2.acc: 93.3120, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0578, loss: 1.2729 2022-09-17 12:36:03,326 - mmdet - INFO - Epoch [8][5500/7330] lr: 1.000e-04, eta: 1 day, 8:47:03, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1898, s0.acc: 93.7209, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2321, s1.loss_cls: 0.0913, s1.acc: 93.7883, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1169, s2.loss_cls: 0.0449, s2.acc: 93.6691, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0552, loss: 1.1989 2022-09-17 12:36:31,333 - mmdet - INFO - Epoch [8][5550/7330] lr: 1.000e-04, eta: 1 day, 8:46:32, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1886, s0.acc: 93.7007, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2298, s1.loss_cls: 0.0907, s1.acc: 93.7434, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1147, s2.loss_cls: 0.0444, s2.acc: 93.5837, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0548, loss: 1.1912 2022-09-17 12:36:59,540 - mmdet - INFO - Epoch [8][5600/7330] lr: 1.000e-04, eta: 1 day, 8:46:03, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1858, s0.acc: 93.8853, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2408, s1.loss_cls: 0.0903, s1.acc: 93.9089, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1214, s2.loss_cls: 0.0436, s2.acc: 93.8963, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0580, loss: 1.1945 2022-09-17 12:37:27,528 - mmdet - INFO - Epoch [8][5650/7330] lr: 1.000e-04, eta: 1 day, 8:45:32, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2005, s0.acc: 93.4177, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2369, s1.loss_cls: 0.0968, s1.acc: 93.4703, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1210, s2.loss_cls: 0.0472, s2.acc: 93.5622, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0580, loss: 1.2379 2022-09-17 12:37:55,605 - mmdet - INFO - Epoch [8][5700/7330] lr: 1.000e-04, eta: 1 day, 8:45:02, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1891, s0.acc: 93.6941, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2323, s1.loss_cls: 0.0915, s1.acc: 93.8292, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1179, s2.loss_cls: 0.0446, s2.acc: 93.8506, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0562, loss: 1.2008 2022-09-17 12:38:23,529 - mmdet - INFO - Epoch [8][5750/7330] lr: 1.000e-04, eta: 1 day, 8:44:32, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1938, s0.acc: 93.5747, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2354, s1.loss_cls: 0.0932, s1.acc: 93.5741, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1199, s2.loss_cls: 0.0460, s2.acc: 93.5031, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0569, loss: 1.2121 2022-09-17 12:38:51,461 - mmdet - INFO - Epoch [8][5800/7330] lr: 1.000e-04, eta: 1 day, 8:44:01, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1959, s0.acc: 93.5159, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2333, s1.loss_cls: 0.0944, s1.acc: 93.5630, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1174, s2.loss_cls: 0.0455, s2.acc: 93.6156, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0553, loss: 1.2171 2022-09-17 12:39:19,422 - mmdet - INFO - Epoch [8][5850/7330] lr: 1.000e-04, eta: 1 day, 8:43:31, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1875, s0.acc: 93.8210, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2302, s1.loss_cls: 0.0921, s1.acc: 93.6638, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1164, s2.loss_cls: 0.0445, s2.acc: 93.7900, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0557, loss: 1.1742 2022-09-17 12:39:47,424 - mmdet - INFO - Epoch [8][5900/7330] lr: 1.000e-04, eta: 1 day, 8:43:01, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1917, s0.acc: 93.6670, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2300, s1.loss_cls: 0.0925, s1.acc: 93.6972, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1157, s2.loss_cls: 0.0448, s2.acc: 93.7345, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0547, loss: 1.1952 2022-09-17 12:40:15,391 - mmdet - INFO - Epoch [8][5950/7330] lr: 1.000e-04, eta: 1 day, 8:42:30, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1921, s0.acc: 93.7322, s0.loss_bbox: 0.2557, s0.loss_mask: 0.2330, s1.loss_cls: 0.0925, s1.acc: 93.7498, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1178, s2.loss_cls: 0.0446, s2.acc: 93.7170, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0561, loss: 1.2149 2022-09-17 12:40:43,455 - mmdet - INFO - Epoch [8][6000/7330] lr: 1.000e-04, eta: 1 day, 8:42:00, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1913, s0.acc: 93.6885, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2347, s1.loss_cls: 0.0925, s1.acc: 93.6547, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1181, s2.loss_cls: 0.0451, s2.acc: 93.7263, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0563, loss: 1.2004 2022-09-17 12:41:11,100 - mmdet - INFO - Epoch [8][6050/7330] lr: 1.000e-04, eta: 1 day, 8:41:29, time: 0.554, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1912, s0.acc: 93.6086, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2342, s1.loss_cls: 0.0918, s1.acc: 93.6139, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1168, s2.loss_cls: 0.0450, s2.acc: 93.6267, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0557, loss: 1.2035 2022-09-17 12:41:39,550 - mmdet - INFO - Epoch [8][6100/7330] lr: 1.000e-04, eta: 1 day, 8:41:00, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1993, s0.acc: 93.3386, s0.loss_bbox: 0.2628, s0.loss_mask: 0.2328, s1.loss_cls: 0.0960, s1.acc: 93.3681, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1170, s2.loss_cls: 0.0469, s2.acc: 93.2949, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0553, loss: 1.2399 2022-09-17 12:42:07,980 - mmdet - INFO - Epoch [8][6150/7330] lr: 1.000e-04, eta: 1 day, 8:40:31, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1907, s0.acc: 93.7212, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2353, s1.loss_cls: 0.0921, s1.acc: 93.7306, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1191, s2.loss_cls: 0.0450, s2.acc: 93.6151, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0565, loss: 1.2156 2022-09-17 12:42:36,166 - mmdet - INFO - Epoch [8][6200/7330] lr: 1.000e-04, eta: 1 day, 8:40:01, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1981, s0.acc: 93.3804, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2355, s1.loss_cls: 0.0970, s1.acc: 93.3832, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1168, s2.loss_cls: 0.0475, s2.acc: 93.3883, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0554, loss: 1.2238 2022-09-17 12:43:04,476 - mmdet - INFO - Epoch [8][6250/7330] lr: 1.000e-04, eta: 1 day, 8:39:32, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1969, s0.acc: 93.4568, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2311, s1.loss_cls: 0.0949, s1.acc: 93.4344, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1159, s2.loss_cls: 0.0465, s2.acc: 93.3201, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0548, loss: 1.2091 2022-09-17 12:43:32,477 - mmdet - INFO - Epoch [8][6300/7330] lr: 1.000e-04, eta: 1 day, 8:39:02, time: 0.560, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1883, s0.acc: 93.7712, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2306, s1.loss_cls: 0.0911, s1.acc: 93.8266, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1175, s2.loss_cls: 0.0448, s2.acc: 93.7169, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0556, loss: 1.1987 2022-09-17 12:44:01,193 - mmdet - INFO - Epoch [8][6350/7330] lr: 1.000e-04, eta: 1 day, 8:38:35, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1855, s0.acc: 93.9121, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2295, s1.loss_cls: 0.0896, s1.acc: 93.9150, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1169, s2.loss_cls: 0.0432, s2.acc: 93.8947, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0562, loss: 1.1775 2022-09-17 12:44:28,768 - mmdet - INFO - Epoch [8][6400/7330] lr: 1.000e-04, eta: 1 day, 8:38:03, time: 0.551, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1888, s0.acc: 93.5764, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2305, s1.loss_cls: 0.0910, s1.acc: 93.6267, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1157, s2.loss_cls: 0.0442, s2.acc: 93.6704, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0550, loss: 1.2023 2022-09-17 12:44:57,502 - mmdet - INFO - Epoch [8][6450/7330] lr: 1.000e-04, eta: 1 day, 8:37:35, time: 0.575, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2022, s0.acc: 93.3047, s0.loss_bbox: 0.2609, s0.loss_mask: 0.2375, s1.loss_cls: 0.0978, s1.acc: 93.3034, s1.loss_bbox: 0.1186, s1.loss_mask: 0.1195, s2.loss_cls: 0.0476, s2.acc: 93.3522, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0565, loss: 1.2526 2022-09-17 12:45:25,196 - mmdet - INFO - Epoch [8][6500/7330] lr: 1.000e-04, eta: 1 day, 8:37:04, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1865, s0.acc: 93.8567, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2320, s1.loss_cls: 0.0900, s1.acc: 93.8760, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1156, s2.loss_cls: 0.0436, s2.acc: 93.9366, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0550, loss: 1.1786 2022-09-17 12:45:52,743 - mmdet - INFO - Epoch [8][6550/7330] lr: 1.000e-04, eta: 1 day, 8:36:32, time: 0.551, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1938, s0.acc: 93.6218, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2312, s1.loss_cls: 0.0923, s1.acc: 93.7135, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1160, s2.loss_cls: 0.0443, s2.acc: 93.8875, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0551, loss: 1.2050 2022-09-17 12:46:21,378 - mmdet - INFO - Epoch [8][6600/7330] lr: 1.000e-04, eta: 1 day, 8:36:04, time: 0.573, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1914, s0.acc: 93.6914, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2316, s1.loss_cls: 0.0905, s1.acc: 93.8731, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1151, s2.loss_cls: 0.0435, s2.acc: 93.9420, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0549, loss: 1.1954 2022-09-17 12:46:49,222 - mmdet - INFO - Epoch [8][6650/7330] lr: 1.000e-04, eta: 1 day, 8:35:33, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1899, s0.acc: 93.7805, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2238, s1.loss_cls: 0.0913, s1.acc: 93.8083, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1141, s2.loss_cls: 0.0441, s2.acc: 93.9044, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0547, loss: 1.1751 2022-09-17 12:47:17,070 - mmdet - INFO - Epoch [8][6700/7330] lr: 1.000e-04, eta: 1 day, 8:35:02, time: 0.556, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1887, s0.acc: 93.8098, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2355, s1.loss_cls: 0.0915, s1.acc: 93.8343, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1198, s2.loss_cls: 0.0448, s2.acc: 93.7469, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0573, loss: 1.2098 2022-09-17 12:47:45,170 - mmdet - INFO - Epoch [8][6750/7330] lr: 1.000e-04, eta: 1 day, 8:34:33, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1953, s0.acc: 93.5303, s0.loss_bbox: 0.2534, s0.loss_mask: 0.2352, s1.loss_cls: 0.0945, s1.acc: 93.6636, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1182, s2.loss_cls: 0.0460, s2.acc: 93.6348, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0559, loss: 1.2207 2022-09-17 12:48:13,220 - mmdet - INFO - Epoch [8][6800/7330] lr: 1.000e-04, eta: 1 day, 8:34:02, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1941, s0.acc: 93.5972, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2353, s1.loss_cls: 0.0946, s1.acc: 93.5795, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1173, s2.loss_cls: 0.0459, s2.acc: 93.5702, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0557, loss: 1.2148 2022-09-17 12:48:41,816 - mmdet - INFO - Epoch [8][6850/7330] lr: 1.000e-04, eta: 1 day, 8:33:34, time: 0.572, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1955, s0.acc: 93.5347, s0.loss_bbox: 0.2607, s0.loss_mask: 0.2386, s1.loss_cls: 0.0946, s1.acc: 93.5347, s1.loss_bbox: 0.1185, s1.loss_mask: 0.1199, s2.loss_cls: 0.0462, s2.acc: 93.5131, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0570, loss: 1.2403 2022-09-17 12:49:09,793 - mmdet - INFO - Epoch [8][6900/7330] lr: 1.000e-04, eta: 1 day, 8:33:04, time: 0.560, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1869, s0.acc: 93.6499, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2319, s1.loss_cls: 0.0906, s1.acc: 93.7136, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1166, s2.loss_cls: 0.0446, s2.acc: 93.6811, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0554, loss: 1.1945 2022-09-17 12:49:38,111 - mmdet - INFO - Epoch [8][6950/7330] lr: 1.000e-04, eta: 1 day, 8:32:35, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1872, s0.acc: 93.6780, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2323, s1.loss_cls: 0.0899, s1.acc: 93.6820, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1169, s2.loss_cls: 0.0438, s2.acc: 93.6966, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0556, loss: 1.1922 2022-09-17 12:50:06,285 - mmdet - INFO - Epoch [8][7000/7330] lr: 1.000e-04, eta: 1 day, 8:32:05, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1814, s0.acc: 93.8389, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2319, s1.loss_cls: 0.0884, s1.acc: 93.7825, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1174, s2.loss_cls: 0.0433, s2.acc: 93.6687, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0561, loss: 1.1756 2022-09-17 12:50:34,173 - mmdet - INFO - Epoch [8][7050/7330] lr: 1.000e-04, eta: 1 day, 8:31:35, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1853, s0.acc: 93.7881, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2242, s1.loss_cls: 0.0896, s1.acc: 93.8254, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1131, s2.loss_cls: 0.0435, s2.acc: 93.7442, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0534, loss: 1.1626 2022-09-17 12:51:02,565 - mmdet - INFO - Epoch [8][7100/7330] lr: 1.000e-04, eta: 1 day, 8:31:06, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1940, s0.acc: 93.4546, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2324, s1.loss_cls: 0.0941, s1.acc: 93.4442, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1179, s2.loss_cls: 0.0460, s2.acc: 93.4360, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0558, loss: 1.2280 2022-09-17 12:51:30,217 - mmdet - INFO - Epoch [8][7150/7330] lr: 1.000e-04, eta: 1 day, 8:30:35, time: 0.553, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1923, s0.acc: 93.6189, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2309, s1.loss_cls: 0.0933, s1.acc: 93.6300, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1162, s2.loss_cls: 0.0457, s2.acc: 93.5941, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0554, loss: 1.1927 2022-09-17 12:51:58,912 - mmdet - INFO - Epoch [8][7200/7330] lr: 1.000e-04, eta: 1 day, 8:30:07, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1850, s0.acc: 93.7520, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2354, s1.loss_cls: 0.0887, s1.acc: 93.8111, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1185, s2.loss_cls: 0.0433, s2.acc: 93.7657, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0563, loss: 1.1972 2022-09-17 12:52:27,382 - mmdet - INFO - Epoch [8][7250/7330] lr: 1.000e-04, eta: 1 day, 8:29:38, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2039, s0.acc: 93.1628, s0.loss_bbox: 0.2640, s0.loss_mask: 0.2359, s1.loss_cls: 0.0997, s1.acc: 93.1388, s1.loss_bbox: 0.1189, s1.loss_mask: 0.1189, s2.loss_cls: 0.0475, s2.acc: 93.3564, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0560, loss: 1.2587 2022-09-17 12:52:55,832 - mmdet - INFO - Epoch [8][7300/7330] lr: 1.000e-04, eta: 1 day, 8:29:10, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2044, s0.acc: 93.2629, s0.loss_bbox: 0.2584, s0.loss_mask: 0.2313, s1.loss_cls: 0.0973, s1.acc: 93.4969, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1159, s2.loss_cls: 0.0471, s2.acc: 93.4270, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0552, loss: 1.2369 2022-09-17 12:53:21,739 - mmdet - INFO - Saving checkpoint at 8 epochs 2022-09-17 12:55:07,492 - mmdet - INFO - Evaluating bbox... 2022-09-17 12:55:36,717 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.445 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.629 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.481 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.271 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 ] = 0.606 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.585 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.585 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.585 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 ] = 0.623 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.757 2022-09-17 12:55:36,717 - mmdet - INFO - Evaluating segm... 2022-09-17 12:56:07,437 - 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 ] = 0.601 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.412 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.190 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.409 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.580 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 ] = 0.305 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.547 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.686 2022-09-17 12:56:08,032 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 12:56:08,032 - mmdet - INFO - Epoch(val) [8][313] bbox_mAP: 0.4450, bbox_mAP_50: 0.6290, bbox_mAP_75: 0.4810, bbox_mAP_s: 0.2710, bbox_mAP_m: 0.4740, bbox_mAP_l: 0.6060, bbox_mAP_copypaste: 0.445 0.629 0.481 0.271 0.474 0.606, segm_mAP: 0.3840, segm_mAP_50: 0.6010, segm_mAP_75: 0.4120, segm_mAP_s: 0.1900, segm_mAP_m: 0.4090, segm_mAP_l: 0.5800, segm_mAP_copypaste: 0.384 0.601 0.412 0.190 0.409 0.580 2022-09-17 12:58:19,406 - mmdet - INFO - Epoch [9][50/7330] lr: 1.000e-04, eta: 1 day, 8:33:24, time: 2.627, data_time: 2.042, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1894, s0.acc: 93.6040, s0.loss_bbox: 0.2553, s0.loss_mask: 0.2368, s1.loss_cls: 0.0916, s1.acc: 93.6560, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1190, s2.loss_cls: 0.0450, s2.acc: 93.5657, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0565, loss: 1.2145 2022-09-17 12:58:47,065 - mmdet - INFO - Epoch [9][100/7330] lr: 1.000e-04, eta: 1 day, 8:32:52, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1828, s0.acc: 93.8923, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2363, s1.loss_cls: 0.0882, s1.acc: 93.9747, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1194, s2.loss_cls: 0.0429, s2.acc: 93.9076, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0565, loss: 1.1824 2022-09-17 12:59:14,985 - mmdet - INFO - Epoch [9][150/7330] lr: 1.000e-04, eta: 1 day, 8:32:21, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1798, s0.acc: 93.8398, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2221, s1.loss_cls: 0.0867, s1.acc: 93.9230, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1130, s2.loss_cls: 0.0431, s2.acc: 93.7330, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0542, loss: 1.1682 2022-09-17 12:59:42,890 - mmdet - INFO - Epoch [9][200/7330] lr: 1.000e-04, eta: 1 day, 8:31:50, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1873, s0.acc: 93.6621, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2275, s1.loss_cls: 0.0905, s1.acc: 93.7516, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1154, s2.loss_cls: 0.0444, s2.acc: 93.6613, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0549, loss: 1.1937 2022-09-17 13:00:11,491 - mmdet - INFO - Epoch [9][250/7330] lr: 1.000e-04, eta: 1 day, 8:31:22, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1933, s0.acc: 93.5642, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2329, s1.loss_cls: 0.0944, s1.acc: 93.5599, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1171, s2.loss_cls: 0.0467, s2.acc: 93.4324, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0554, loss: 1.2142 2022-09-17 13:00:40,161 - mmdet - INFO - Epoch [9][300/7330] lr: 1.000e-04, eta: 1 day, 8:30:54, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1951, s0.acc: 93.4785, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2365, s1.loss_cls: 0.0937, s1.acc: 93.5624, s1.loss_bbox: 0.1189, s1.loss_mask: 0.1196, s2.loss_cls: 0.0461, s2.acc: 93.4916, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0569, loss: 1.2310 2022-09-17 13:01:07,637 - mmdet - INFO - Epoch [9][350/7330] lr: 1.000e-04, eta: 1 day, 8:30:22, time: 0.550, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1819, s0.acc: 93.8013, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2326, s1.loss_cls: 0.0887, s1.acc: 93.8232, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1176, s2.loss_cls: 0.0432, s2.acc: 93.8289, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0561, loss: 1.1858 2022-09-17 13:01:35,336 - mmdet - INFO - Epoch [9][400/7330] lr: 1.000e-04, eta: 1 day, 8:29:50, time: 0.554, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1823, s0.acc: 93.8301, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2280, s1.loss_cls: 0.0885, s1.acc: 93.8491, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1160, s2.loss_cls: 0.0428, s2.acc: 93.9215, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0552, loss: 1.1758 2022-09-17 13:02:03,546 - mmdet - INFO - Epoch [9][450/7330] lr: 1.000e-04, eta: 1 day, 8:29:20, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1814, s0.acc: 93.8909, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2247, s1.loss_cls: 0.0876, s1.acc: 93.9791, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1139, s2.loss_cls: 0.0429, s2.acc: 93.8393, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0538, loss: 1.1632 2022-09-17 13:02:31,474 - mmdet - INFO - Epoch [9][500/7330] lr: 1.000e-04, eta: 1 day, 8:28:50, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1788, s0.acc: 93.9321, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2258, s1.loss_cls: 0.0872, s1.acc: 93.9606, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1149, s2.loss_cls: 0.0428, s2.acc: 93.8604, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0549, loss: 1.1652 2022-09-17 13:02:59,399 - mmdet - INFO - Epoch [9][550/7330] lr: 1.000e-04, eta: 1 day, 8:28:19, time: 0.558, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1773, s0.acc: 94.0620, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2200, s1.loss_cls: 0.0847, s1.acc: 94.1557, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1107, s2.loss_cls: 0.0412, s2.acc: 94.1099, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0524, loss: 1.1410 2022-09-17 13:03:27,665 - mmdet - INFO - Epoch [9][600/7330] lr: 1.000e-04, eta: 1 day, 8:27:49, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1929, s0.acc: 93.3877, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2279, s1.loss_cls: 0.0938, s1.acc: 93.4062, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1150, s2.loss_cls: 0.0453, s2.acc: 93.4759, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0546, loss: 1.2061 2022-09-17 13:03:55,962 - mmdet - INFO - Epoch [9][650/7330] lr: 1.000e-04, eta: 1 day, 8:27:20, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1797, s0.acc: 93.8516, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2228, s1.loss_cls: 0.0870, s1.acc: 93.9028, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1124, s2.loss_cls: 0.0427, s2.acc: 93.7298, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0534, loss: 1.1701 2022-09-17 13:04:24,620 - mmdet - INFO - Epoch [9][700/7330] lr: 1.000e-04, eta: 1 day, 8:26:51, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1811, s0.acc: 93.8345, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2276, s1.loss_cls: 0.0873, s1.acc: 93.8596, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1162, s2.loss_cls: 0.0424, s2.acc: 93.9051, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0555, loss: 1.1783 2022-09-17 13:04:52,349 - mmdet - INFO - Epoch [9][750/7330] lr: 1.000e-04, eta: 1 day, 8:26:20, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1827, s0.acc: 93.7419, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2257, s1.loss_cls: 0.0882, s1.acc: 93.8044, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1154, s2.loss_cls: 0.0435, s2.acc: 93.7880, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0547, loss: 1.1833 2022-09-17 13:05:20,845 - mmdet - INFO - Epoch [9][800/7330] lr: 1.000e-04, eta: 1 day, 8:25:51, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1802, s0.acc: 93.9717, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2225, s1.loss_cls: 0.0858, s1.acc: 94.0645, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1110, s2.loss_cls: 0.0419, s2.acc: 94.0289, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0527, loss: 1.1517 2022-09-17 13:05:49,390 - mmdet - INFO - Epoch [9][850/7330] lr: 1.000e-04, eta: 1 day, 8:25:23, time: 0.571, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1866, s0.acc: 93.6538, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2288, s1.loss_cls: 0.0909, s1.acc: 93.6516, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1158, s2.loss_cls: 0.0451, s2.acc: 93.5250, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0546, loss: 1.1960 2022-09-17 13:06:17,639 - mmdet - INFO - Epoch [9][900/7330] lr: 1.000e-04, eta: 1 day, 8:24:53, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1857, s0.acc: 93.8320, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2284, s1.loss_cls: 0.0899, s1.acc: 93.8217, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1166, s2.loss_cls: 0.0438, s2.acc: 93.7174, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0557, loss: 1.1820 2022-09-17 13:06:45,886 - mmdet - INFO - Epoch [9][950/7330] lr: 1.000e-04, eta: 1 day, 8:24:24, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1852, s0.acc: 93.8721, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2286, s1.loss_cls: 0.0898, s1.acc: 93.8774, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1150, s2.loss_cls: 0.0439, s2.acc: 93.7170, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0546, loss: 1.1832 2022-09-17 13:07:13,971 - mmdet - INFO - Epoch [9][1000/7330] lr: 1.000e-04, eta: 1 day, 8:23:53, time: 0.561, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1846, s0.acc: 93.8225, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2224, s1.loss_cls: 0.0904, s1.acc: 93.8600, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1130, s2.loss_cls: 0.0433, s2.acc: 93.8856, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0540, loss: 1.1750 2022-09-17 13:07:42,099 - mmdet - INFO - Epoch [9][1050/7330] lr: 1.000e-04, eta: 1 day, 8:23:23, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1829, s0.acc: 93.7979, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2265, s1.loss_cls: 0.0892, s1.acc: 93.7901, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1138, s2.loss_cls: 0.0434, s2.acc: 93.8253, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0538, loss: 1.1698 2022-09-17 13:08:10,762 - mmdet - INFO - Epoch [9][1100/7330] lr: 1.000e-04, eta: 1 day, 8:22:55, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1965, s0.acc: 93.4929, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2313, s1.loss_cls: 0.0949, s1.acc: 93.4915, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1164, s2.loss_cls: 0.0455, s2.acc: 93.6346, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0556, loss: 1.2149 2022-09-17 13:08:39,145 - mmdet - INFO - Epoch [9][1150/7330] lr: 1.000e-04, eta: 1 day, 8:22:26, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1805, s0.acc: 93.9807, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2207, s1.loss_cls: 0.0876, s1.acc: 94.0062, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1125, s2.loss_cls: 0.0431, s2.acc: 93.8845, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0536, loss: 1.1559 2022-09-17 13:09:07,902 - mmdet - INFO - Epoch [9][1200/7330] lr: 1.000e-04, eta: 1 day, 8:21:58, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1939, s0.acc: 93.3672, s0.loss_bbox: 0.2614, s0.loss_mask: 0.2317, s1.loss_cls: 0.0935, s1.acc: 93.3995, s1.loss_bbox: 0.1192, s1.loss_mask: 0.1169, s2.loss_cls: 0.0460, s2.acc: 93.3915, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0555, loss: 1.2323 2022-09-17 13:09:35,537 - mmdet - INFO - Epoch [9][1250/7330] lr: 1.000e-04, eta: 1 day, 8:21:27, time: 0.553, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1937, s0.acc: 93.5903, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2231, s1.loss_cls: 0.0933, s1.acc: 93.5902, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1134, s2.loss_cls: 0.0449, s2.acc: 93.7222, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0541, loss: 1.1983 2022-09-17 13:10:03,818 - mmdet - INFO - Epoch [9][1300/7330] lr: 1.000e-04, eta: 1 day, 8:20:57, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1939, s0.acc: 93.4683, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2306, s1.loss_cls: 0.0947, s1.acc: 93.4542, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1165, s2.loss_cls: 0.0461, s2.acc: 93.4575, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0548, loss: 1.2162 2022-09-17 13:10:31,938 - mmdet - INFO - Epoch [9][1350/7330] lr: 1.000e-04, eta: 1 day, 8:20:27, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1881, s0.acc: 93.7573, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2326, s1.loss_cls: 0.0902, s1.acc: 93.7770, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1169, s2.loss_cls: 0.0441, s2.acc: 93.8035, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0558, loss: 1.1967 2022-09-17 13:10:59,302 - mmdet - INFO - Epoch [9][1400/7330] lr: 1.000e-04, eta: 1 day, 8:19:55, time: 0.547, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1848, s0.acc: 93.8923, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2268, s1.loss_cls: 0.0909, s1.acc: 93.8896, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1137, s2.loss_cls: 0.0437, s2.acc: 93.9182, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.1603 2022-09-17 13:11:27,109 - mmdet - INFO - Epoch [9][1450/7330] lr: 1.000e-04, eta: 1 day, 8:19:23, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1823, s0.acc: 93.8379, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2299, s1.loss_cls: 0.0892, s1.acc: 93.7870, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1156, s2.loss_cls: 0.0442, s2.acc: 93.6739, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0556, loss: 1.1873 2022-09-17 13:11:55,366 - mmdet - INFO - Epoch [9][1500/7330] lr: 1.000e-04, eta: 1 day, 8:18:54, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2015, s0.acc: 93.2568, s0.loss_bbox: 0.2614, s0.loss_mask: 0.2349, s1.loss_cls: 0.0971, s1.acc: 93.3584, s1.loss_bbox: 0.1196, s1.loss_mask: 0.1178, s2.loss_cls: 0.0472, s2.acc: 93.3237, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0560, loss: 1.2455 2022-09-17 13:12:23,662 - mmdet - INFO - Epoch [9][1550/7330] lr: 1.000e-04, eta: 1 day, 8:18:25, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1888, s0.acc: 93.7153, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2301, s1.loss_cls: 0.0914, s1.acc: 93.7201, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1162, s2.loss_cls: 0.0445, s2.acc: 93.6605, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0554, loss: 1.1905 2022-09-17 13:12:51,640 - mmdet - INFO - Epoch [9][1600/7330] lr: 1.000e-04, eta: 1 day, 8:17:54, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1936, s0.acc: 93.4482, s0.loss_bbox: 0.2601, s0.loss_mask: 0.2314, s1.loss_cls: 0.0939, s1.acc: 93.4468, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1160, s2.loss_cls: 0.0454, s2.acc: 93.3902, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0547, loss: 1.2221 2022-09-17 13:13:20,110 - mmdet - INFO - Epoch [9][1650/7330] lr: 1.000e-04, eta: 1 day, 8:17:25, time: 0.569, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1926, s0.acc: 93.4458, s0.loss_bbox: 0.2551, s0.loss_mask: 0.2293, s1.loss_cls: 0.0934, s1.acc: 93.4206, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1145, s2.loss_cls: 0.0451, s2.acc: 93.4350, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0546, loss: 1.2075 2022-09-17 13:13:48,147 - mmdet - INFO - Epoch [9][1700/7330] lr: 1.000e-04, eta: 1 day, 8:16:55, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1907, s0.acc: 93.5527, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2303, s1.loss_cls: 0.0914, s1.acc: 93.7183, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1152, s2.loss_cls: 0.0440, s2.acc: 93.8230, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0543, loss: 1.2015 2022-09-17 13:14:16,352 - mmdet - INFO - Epoch [9][1750/7330] lr: 1.000e-04, eta: 1 day, 8:16:25, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1895, s0.acc: 93.6604, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2304, s1.loss_cls: 0.0913, s1.acc: 93.7718, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1155, s2.loss_cls: 0.0445, s2.acc: 93.8411, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0548, loss: 1.2019 2022-09-17 13:14:44,989 - mmdet - INFO - Epoch [9][1800/7330] lr: 1.000e-04, eta: 1 day, 8:15:57, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1869, s0.acc: 93.6023, s0.loss_bbox: 0.2568, s0.loss_mask: 0.2268, s1.loss_cls: 0.0888, s1.acc: 93.7579, s1.loss_bbox: 0.1183, s1.loss_mask: 0.1142, s2.loss_cls: 0.0436, s2.acc: 93.7270, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0544, loss: 1.1949 2022-09-17 13:15:12,844 - mmdet - INFO - Epoch [9][1850/7330] lr: 1.000e-04, eta: 1 day, 8:15:26, time: 0.557, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1991, s0.acc: 93.4734, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2400, s1.loss_cls: 0.0962, s1.acc: 93.5568, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1216, s2.loss_cls: 0.0467, s2.acc: 93.4902, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0573, loss: 1.2320 2022-09-17 13:15:40,999 - mmdet - INFO - Epoch [9][1900/7330] lr: 1.000e-04, eta: 1 day, 8:14:56, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1779, s0.acc: 94.1199, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2210, s1.loss_cls: 0.0856, s1.acc: 94.1584, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1116, s2.loss_cls: 0.0417, s2.acc: 94.2256, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0531, loss: 1.1389 2022-09-17 13:16:09,164 - mmdet - INFO - Epoch [9][1950/7330] lr: 1.000e-04, eta: 1 day, 8:14:26, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1937, s0.acc: 93.4568, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2323, s1.loss_cls: 0.0930, s1.acc: 93.5458, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1171, s2.loss_cls: 0.0450, s2.acc: 93.5424, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0557, loss: 1.2190 2022-09-17 13:16:37,186 - mmdet - INFO - Epoch [9][2000/7330] lr: 1.000e-04, eta: 1 day, 8:13:56, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1843, s0.acc: 93.7412, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2228, s1.loss_cls: 0.0902, s1.acc: 93.6910, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1120, s2.loss_cls: 0.0441, s2.acc: 93.6575, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0531, loss: 1.1714 2022-09-17 13:17:05,918 - mmdet - INFO - Epoch [9][2050/7330] lr: 1.000e-04, eta: 1 day, 8:13:28, time: 0.574, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1899, s0.acc: 93.5273, s0.loss_bbox: 0.2558, s0.loss_mask: 0.2319, s1.loss_cls: 0.0918, s1.acc: 93.6491, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1182, s2.loss_cls: 0.0447, s2.acc: 93.6454, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0567, loss: 1.2114 2022-09-17 13:17:34,008 - mmdet - INFO - Epoch [9][2100/7330] lr: 1.000e-04, eta: 1 day, 8:12:58, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1885, s0.acc: 93.8135, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2339, s1.loss_cls: 0.0905, s1.acc: 93.8029, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1176, s2.loss_cls: 0.0438, s2.acc: 93.7112, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0563, loss: 1.1959 2022-09-17 13:18:01,998 - mmdet - INFO - Epoch [9][2150/7330] lr: 1.000e-04, eta: 1 day, 8:12:28, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1853, s0.acc: 93.8684, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2278, s1.loss_cls: 0.0900, s1.acc: 93.8668, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1140, s2.loss_cls: 0.0438, s2.acc: 93.8801, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0545, loss: 1.1731 2022-09-17 13:18:30,589 - mmdet - INFO - Epoch [9][2200/7330] lr: 1.000e-04, eta: 1 day, 8:11:59, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1843, s0.acc: 93.8572, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2324, s1.loss_cls: 0.0888, s1.acc: 93.9743, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1170, s2.loss_cls: 0.0428, s2.acc: 93.9914, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0557, loss: 1.1829 2022-09-17 13:18:58,456 - mmdet - INFO - Epoch [9][2250/7330] lr: 1.000e-04, eta: 1 day, 8:11:28, time: 0.558, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1916, s0.acc: 93.7065, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2248, s1.loss_cls: 0.0931, s1.acc: 93.7169, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1140, s2.loss_cls: 0.0450, s2.acc: 93.7111, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0543, loss: 1.1804 2022-09-17 13:19:26,805 - mmdet - INFO - Epoch [9][2300/7330] lr: 1.000e-04, eta: 1 day, 8:10:59, time: 0.567, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1893, s0.acc: 93.7029, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2332, s1.loss_cls: 0.0929, s1.acc: 93.6367, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1176, s2.loss_cls: 0.0445, s2.acc: 93.7096, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0561, loss: 1.1936 2022-09-17 13:19:55,297 - mmdet - INFO - Epoch [9][2350/7330] lr: 1.000e-04, eta: 1 day, 8:10:31, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1987, s0.acc: 93.3887, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2329, s1.loss_cls: 0.0961, s1.acc: 93.4316, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1175, s2.loss_cls: 0.0466, s2.acc: 93.4725, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0557, loss: 1.2194 2022-09-17 13:20:23,883 - mmdet - INFO - Epoch [9][2400/7330] lr: 1.000e-04, eta: 1 day, 8:10:02, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1919, s0.acc: 93.6194, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2332, s1.loss_cls: 0.0922, s1.acc: 93.6832, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1170, s2.loss_cls: 0.0451, s2.acc: 93.6602, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0561, loss: 1.2050 2022-09-17 13:20:52,714 - mmdet - INFO - Epoch [9][2450/7330] lr: 1.000e-04, eta: 1 day, 8:09:35, time: 0.578, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2002, s0.acc: 93.2307, s0.loss_bbox: 0.2583, s0.loss_mask: 0.2381, s1.loss_cls: 0.0955, s1.acc: 93.2592, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1191, s2.loss_cls: 0.0465, s2.acc: 93.2436, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0565, loss: 1.2380 2022-09-17 13:21:20,358 - mmdet - INFO - Epoch [9][2500/7330] lr: 1.000e-04, eta: 1 day, 8:09:03, time: 0.552, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1793, s0.acc: 93.9675, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2272, s1.loss_cls: 0.0874, s1.acc: 93.9887, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1155, s2.loss_cls: 0.0428, s2.acc: 93.8416, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0554, loss: 1.1704 2022-09-17 13:21:48,560 - mmdet - INFO - Epoch [9][2550/7330] lr: 1.000e-04, eta: 1 day, 8:08:33, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1837, s0.acc: 93.9099, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2266, s1.loss_cls: 0.0883, s1.acc: 93.9590, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1152, s2.loss_cls: 0.0433, s2.acc: 93.9871, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0549, loss: 1.1729 2022-09-17 13:22:16,739 - mmdet - INFO - Epoch [9][2600/7330] lr: 1.000e-04, eta: 1 day, 8:08:04, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1869, s0.acc: 93.8115, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2229, s1.loss_cls: 0.0913, s1.acc: 93.7615, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1144, s2.loss_cls: 0.0449, s2.acc: 93.7254, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0543, loss: 1.1626 2022-09-17 13:22:44,681 - mmdet - INFO - Epoch [9][2650/7330] lr: 1.000e-04, eta: 1 day, 8:07:33, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1866, s0.acc: 93.8196, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2338, s1.loss_cls: 0.0905, s1.acc: 93.7932, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1176, s2.loss_cls: 0.0438, s2.acc: 93.8408, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0559, loss: 1.1918 2022-09-17 13:23:13,061 - mmdet - INFO - Epoch [9][2700/7330] lr: 1.000e-04, eta: 1 day, 8:07:04, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1919, s0.acc: 93.5830, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2246, s1.loss_cls: 0.0933, s1.acc: 93.5669, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1138, s2.loss_cls: 0.0459, s2.acc: 93.5128, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0540, loss: 1.1955 2022-09-17 13:23:40,613 - mmdet - INFO - Epoch [9][2750/7330] lr: 1.000e-04, eta: 1 day, 8:06:32, time: 0.551, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1907, s0.acc: 93.5598, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2319, s1.loss_cls: 0.0937, s1.acc: 93.5310, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1155, s2.loss_cls: 0.0461, s2.acc: 93.4255, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0546, loss: 1.2010 2022-09-17 13:24:09,197 - mmdet - INFO - Epoch [9][2800/7330] lr: 1.000e-04, eta: 1 day, 8:06:04, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1874, s0.acc: 93.7341, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2224, s1.loss_cls: 0.0911, s1.acc: 93.7212, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1120, s2.loss_cls: 0.0445, s2.acc: 93.6417, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0531, loss: 1.1861 2022-09-17 13:24:37,220 - mmdet - INFO - Epoch [9][2850/7330] lr: 1.000e-04, eta: 1 day, 8:05:33, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1780, s0.acc: 93.9673, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2259, s1.loss_cls: 0.0866, s1.acc: 93.9760, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1142, s2.loss_cls: 0.0421, s2.acc: 93.9152, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0544, loss: 1.1588 2022-09-17 13:25:05,536 - mmdet - INFO - Epoch [9][2900/7330] lr: 1.000e-04, eta: 1 day, 8:05:04, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1891, s0.acc: 93.6567, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2343, s1.loss_cls: 0.0913, s1.acc: 93.7303, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1176, s2.loss_cls: 0.0444, s2.acc: 93.7136, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0551, loss: 1.2059 2022-09-17 13:25:34,312 - mmdet - INFO - Epoch [9][2950/7330] lr: 1.000e-04, eta: 1 day, 8:04:36, time: 0.575, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1896, s0.acc: 93.7532, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2261, s1.loss_cls: 0.0915, s1.acc: 93.7770, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1126, s2.loss_cls: 0.0448, s2.acc: 93.7595, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0540, loss: 1.1809 2022-09-17 13:26:02,377 - mmdet - INFO - Epoch [9][3000/7330] lr: 1.000e-04, eta: 1 day, 8:04:06, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.2086, s0.acc: 93.1655, s0.loss_bbox: 0.2603, s0.loss_mask: 0.2348, s1.loss_cls: 0.1011, s1.acc: 93.2601, s1.loss_bbox: 0.1186, s1.loss_mask: 0.1180, s2.loss_cls: 0.0488, s2.acc: 93.2738, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0558, loss: 1.2581 2022-09-17 13:26:30,379 - mmdet - INFO - Epoch [9][3050/7330] lr: 1.000e-04, eta: 1 day, 8:03:36, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1900, s0.acc: 93.6565, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2243, s1.loss_cls: 0.0917, s1.acc: 93.7366, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1149, s2.loss_cls: 0.0450, s2.acc: 93.7321, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0545, loss: 1.1867 2022-09-17 13:26:58,581 - mmdet - INFO - Epoch [9][3100/7330] lr: 1.000e-04, eta: 1 day, 8:03:06, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1929, s0.acc: 93.5286, s0.loss_bbox: 0.2617, s0.loss_mask: 0.2352, s1.loss_cls: 0.0927, s1.acc: 93.6626, s1.loss_bbox: 0.1205, s1.loss_mask: 0.1180, s2.loss_cls: 0.0453, s2.acc: 93.6339, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0559, loss: 1.2283 2022-09-17 13:27:26,244 - mmdet - INFO - Epoch [9][3150/7330] lr: 1.000e-04, eta: 1 day, 8:02:35, time: 0.553, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1742, s0.acc: 94.1377, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2226, s1.loss_cls: 0.0854, s1.acc: 94.1252, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1131, s2.loss_cls: 0.0420, s2.acc: 93.9807, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0539, loss: 1.1365 2022-09-17 13:27:53,969 - mmdet - INFO - Epoch [9][3200/7330] lr: 1.000e-04, eta: 1 day, 8:02:04, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1889, s0.acc: 93.8303, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2284, s1.loss_cls: 0.0911, s1.acc: 93.8864, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1155, s2.loss_cls: 0.0445, s2.acc: 93.8452, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0544, loss: 1.1840 2022-09-17 13:28:21,979 - mmdet - INFO - Epoch [9][3250/7330] lr: 1.000e-04, eta: 1 day, 8:01:33, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1795, s0.acc: 93.9536, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2280, s1.loss_cls: 0.0874, s1.acc: 93.8964, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1145, s2.loss_cls: 0.0426, s2.acc: 93.8553, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0545, loss: 1.1635 2022-09-17 13:28:50,603 - mmdet - INFO - Epoch [9][3300/7330] lr: 1.000e-04, eta: 1 day, 8:01:05, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1960, s0.acc: 93.5095, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2326, s1.loss_cls: 0.0943, s1.acc: 93.5286, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1162, s2.loss_cls: 0.0459, s2.acc: 93.5744, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0552, loss: 1.2156 2022-09-17 13:29:19,123 - mmdet - INFO - Epoch [9][3350/7330] lr: 1.000e-04, eta: 1 day, 8:00:36, time: 0.570, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1860, s0.acc: 93.8599, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2307, s1.loss_cls: 0.0902, s1.acc: 93.8418, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1178, s2.loss_cls: 0.0443, s2.acc: 93.7090, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0562, loss: 1.1880 2022-09-17 13:29:47,270 - mmdet - INFO - Epoch [9][3400/7330] lr: 1.000e-04, eta: 1 day, 8:00:07, time: 0.563, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1866, s0.acc: 93.7114, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2288, s1.loss_cls: 0.0910, s1.acc: 93.7054, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1158, s2.loss_cls: 0.0446, s2.acc: 93.5628, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0551, loss: 1.1895 2022-09-17 13:30:15,819 - mmdet - INFO - Epoch [9][3450/7330] lr: 1.000e-04, eta: 1 day, 7:59:38, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1949, s0.acc: 93.5330, s0.loss_bbox: 0.2559, s0.loss_mask: 0.2365, s1.loss_cls: 0.0934, s1.acc: 93.6179, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1180, s2.loss_cls: 0.0450, s2.acc: 93.7077, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0560, loss: 1.2270 2022-09-17 13:30:43,439 - mmdet - INFO - Epoch [9][3500/7330] lr: 1.000e-04, eta: 1 day, 7:59:07, time: 0.552, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1936, s0.acc: 93.5552, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2331, s1.loss_cls: 0.0926, s1.acc: 93.6478, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1175, s2.loss_cls: 0.0455, s2.acc: 93.5087, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0561, loss: 1.2125 2022-09-17 13:31:11,494 - mmdet - INFO - Epoch [9][3550/7330] lr: 1.000e-04, eta: 1 day, 7:58:37, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1890, s0.acc: 93.6980, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2285, s1.loss_cls: 0.0924, s1.acc: 93.6814, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1164, s2.loss_cls: 0.0453, s2.acc: 93.6474, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0555, loss: 1.1934 2022-09-17 13:31:40,190 - mmdet - INFO - Epoch [9][3600/7330] lr: 1.000e-04, eta: 1 day, 7:58:09, time: 0.574, data_time: 0.014, memory: 12703, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1879, s0.acc: 93.7656, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2214, s1.loss_cls: 0.0900, s1.acc: 93.8798, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1121, s2.loss_cls: 0.0437, s2.acc: 93.8712, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0536, loss: 1.1692 2022-09-17 13:32:08,313 - mmdet - INFO - Epoch [9][3650/7330] lr: 1.000e-04, eta: 1 day, 7:57:39, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1852, s0.acc: 93.9646, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2277, s1.loss_cls: 0.0895, s1.acc: 93.9848, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1137, s2.loss_cls: 0.0435, s2.acc: 93.9732, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0543, loss: 1.1689 2022-09-17 13:32:36,444 - mmdet - INFO - Epoch [9][3700/7330] lr: 1.000e-04, eta: 1 day, 7:57:09, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1838, s0.acc: 93.8662, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2326, s1.loss_cls: 0.0895, s1.acc: 93.9135, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1172, s2.loss_cls: 0.0435, s2.acc: 93.9199, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0557, loss: 1.1879 2022-09-17 13:33:04,690 - mmdet - INFO - Epoch [9][3750/7330] lr: 1.000e-04, eta: 1 day, 7:56:39, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1884, s0.acc: 93.6150, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2272, s1.loss_cls: 0.0932, s1.acc: 93.5205, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1148, s2.loss_cls: 0.0457, s2.acc: 93.5007, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0549, loss: 1.1886 2022-09-17 13:33:32,708 - mmdet - INFO - Epoch [9][3800/7330] lr: 1.000e-04, eta: 1 day, 7:56:09, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1894, s0.acc: 93.6167, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2339, s1.loss_cls: 0.0924, s1.acc: 93.6786, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1177, s2.loss_cls: 0.0447, s2.acc: 93.6072, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0560, loss: 1.2103 2022-09-17 13:34:00,964 - mmdet - INFO - Epoch [9][3850/7330] lr: 1.000e-04, eta: 1 day, 7:55:40, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1824, s0.acc: 93.9507, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2299, s1.loss_cls: 0.0898, s1.acc: 93.8964, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1155, s2.loss_cls: 0.0440, s2.acc: 93.8797, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0551, loss: 1.1582 2022-09-17 13:34:29,466 - mmdet - INFO - Epoch [9][3900/7330] lr: 1.000e-04, eta: 1 day, 7:55:10, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1891, s0.acc: 93.6711, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2295, s1.loss_cls: 0.0932, s1.acc: 93.5599, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1162, s2.loss_cls: 0.0456, s2.acc: 93.5038, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0551, loss: 1.1972 2022-09-17 13:34:57,719 - mmdet - INFO - Epoch [9][3950/7330] lr: 1.000e-04, eta: 1 day, 7:54:42, time: 0.569, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1885, s0.acc: 93.7454, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2353, s1.loss_cls: 0.0916, s1.acc: 93.7128, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1201, s2.loss_cls: 0.0442, s2.acc: 93.7799, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0569, loss: 1.2110 2022-09-17 13:35:25,670 - mmdet - INFO - Epoch [9][4000/7330] lr: 1.000e-04, eta: 1 day, 7:54:11, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1776, s0.acc: 94.0430, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2286, s1.loss_cls: 0.0851, s1.acc: 94.1582, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1147, s2.loss_cls: 0.0417, s2.acc: 94.0647, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0547, loss: 1.1635 2022-09-17 13:35:53,750 - mmdet - INFO - Epoch [9][4050/7330] lr: 1.000e-04, eta: 1 day, 7:53:41, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1859, s0.acc: 93.7847, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2231, s1.loss_cls: 0.0896, s1.acc: 93.8659, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1137, s2.loss_cls: 0.0436, s2.acc: 93.8048, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0544, loss: 1.1670 2022-09-17 13:36:22,357 - mmdet - INFO - Epoch [9][4100/7330] lr: 1.000e-04, eta: 1 day, 7:53:13, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1889, s0.acc: 93.7861, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2334, s1.loss_cls: 0.0916, s1.acc: 93.8325, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1166, s2.loss_cls: 0.0447, s2.acc: 93.7985, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0553, loss: 1.2000 2022-09-17 13:36:50,164 - mmdet - INFO - Epoch [9][4150/7330] lr: 1.000e-04, eta: 1 day, 7:52:42, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1969, s0.acc: 93.5845, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2289, s1.loss_cls: 0.0945, s1.acc: 93.6692, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1157, s2.loss_cls: 0.0463, s2.acc: 93.5427, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0553, loss: 1.1999 2022-09-17 13:37:18,236 - mmdet - INFO - Epoch [9][4200/7330] lr: 1.000e-04, eta: 1 day, 7:52:12, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1867, s0.acc: 93.7444, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2295, s1.loss_cls: 0.0918, s1.acc: 93.6939, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1171, s2.loss_cls: 0.0448, s2.acc: 93.7046, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0556, loss: 1.1801 2022-09-17 13:37:46,633 - mmdet - INFO - Epoch [9][4250/7330] lr: 1.000e-04, eta: 1 day, 7:51:43, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1890, s0.acc: 93.6226, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2314, s1.loss_cls: 0.0923, s1.acc: 93.5455, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1164, s2.loss_cls: 0.0451, s2.acc: 93.5845, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0552, loss: 1.2035 2022-09-17 13:38:15,014 - mmdet - INFO - Epoch [9][4300/7330] lr: 1.000e-04, eta: 1 day, 7:51:14, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1801, s0.acc: 93.8362, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2297, s1.loss_cls: 0.0894, s1.acc: 93.7032, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1162, s2.loss_cls: 0.0436, s2.acc: 93.6183, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0557, loss: 1.1690 2022-09-17 13:38:43,136 - mmdet - INFO - Epoch [9][4350/7330] lr: 1.000e-04, eta: 1 day, 7:50:44, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1931, s0.acc: 93.6372, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2340, s1.loss_cls: 0.0951, s1.acc: 93.6677, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1186, s2.loss_cls: 0.0462, s2.acc: 93.7436, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0562, loss: 1.2123 2022-09-17 13:39:11,752 - mmdet - INFO - Epoch [9][4400/7330] lr: 1.000e-04, eta: 1 day, 7:50:16, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1826, s0.acc: 93.9124, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2262, s1.loss_cls: 0.0888, s1.acc: 93.9099, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1146, s2.loss_cls: 0.0436, s2.acc: 93.8635, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0546, loss: 1.1686 2022-09-17 13:39:40,110 - mmdet - INFO - Epoch [9][4450/7330] lr: 1.000e-04, eta: 1 day, 7:49:47, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1862, s0.acc: 93.6748, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2369, s1.loss_cls: 0.0903, s1.acc: 93.6445, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1192, s2.loss_cls: 0.0442, s2.acc: 93.5847, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0561, loss: 1.2115 2022-09-17 13:40:08,772 - mmdet - INFO - Epoch [9][4500/7330] lr: 1.000e-04, eta: 1 day, 7:49:19, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1970, s0.acc: 93.4563, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2292, s1.loss_cls: 0.0949, s1.acc: 93.4630, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1154, s2.loss_cls: 0.0461, s2.acc: 93.4959, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0549, loss: 1.2157 2022-09-17 13:40:36,436 - mmdet - INFO - Epoch [9][4550/7330] lr: 1.000e-04, eta: 1 day, 7:48:47, time: 0.554, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1820, s0.acc: 94.0430, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2313, s1.loss_cls: 0.0865, s1.acc: 94.2102, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1169, s2.loss_cls: 0.0415, s2.acc: 94.2352, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0558, loss: 1.1578 2022-09-17 13:41:05,257 - mmdet - INFO - Epoch [9][4600/7330] lr: 1.000e-04, eta: 1 day, 7:48:20, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1819, s0.acc: 93.8340, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2275, s1.loss_cls: 0.0881, s1.acc: 93.8271, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1156, s2.loss_cls: 0.0431, s2.acc: 93.7788, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0548, loss: 1.1705 2022-09-17 13:41:33,106 - mmdet - INFO - Epoch [9][4650/7330] lr: 1.000e-04, eta: 1 day, 7:47:49, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1846, s0.acc: 93.9172, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2326, s1.loss_cls: 0.0886, s1.acc: 94.0199, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1166, s2.loss_cls: 0.0427, s2.acc: 94.0345, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0551, loss: 1.1746 2022-09-17 13:42:01,328 - mmdet - INFO - Epoch [9][4700/7330] lr: 1.000e-04, eta: 1 day, 7:47:19, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1922, s0.acc: 93.5862, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2302, s1.loss_cls: 0.0922, s1.acc: 93.6135, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1159, s2.loss_cls: 0.0447, s2.acc: 93.7158, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0554, loss: 1.1909 2022-09-17 13:42:29,336 - mmdet - INFO - Epoch [9][4750/7330] lr: 1.000e-04, eta: 1 day, 7:46:49, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1800, s0.acc: 94.1460, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2243, s1.loss_cls: 0.0868, s1.acc: 94.1565, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1139, s2.loss_cls: 0.0430, s2.acc: 94.0626, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0541, loss: 1.1428 2022-09-17 13:42:57,342 - mmdet - INFO - Epoch [9][4800/7330] lr: 1.000e-04, eta: 1 day, 7:46:19, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1831, s0.acc: 93.9297, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2282, s1.loss_cls: 0.0896, s1.acc: 93.8734, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1157, s2.loss_cls: 0.0438, s2.acc: 93.8042, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0547, loss: 1.1682 2022-09-17 13:43:26,003 - mmdet - INFO - Epoch [9][4850/7330] lr: 1.000e-04, eta: 1 day, 7:45:51, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1941, s0.acc: 93.5405, s0.loss_bbox: 0.2550, s0.loss_mask: 0.2333, s1.loss_cls: 0.0936, s1.acc: 93.6751, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1179, s2.loss_cls: 0.0455, s2.acc: 93.5309, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0559, loss: 1.2184 2022-09-17 13:43:53,387 - mmdet - INFO - Epoch [9][4900/7330] lr: 1.000e-04, eta: 1 day, 7:45:19, time: 0.548, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1890, s0.acc: 93.6753, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2273, s1.loss_cls: 0.0912, s1.acc: 93.7243, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1141, s2.loss_cls: 0.0444, s2.acc: 93.6995, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0540, loss: 1.1829 2022-09-17 13:44:21,728 - mmdet - INFO - Epoch [9][4950/7330] lr: 1.000e-04, eta: 1 day, 7:44:50, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1873, s0.acc: 93.7278, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2270, s1.loss_cls: 0.0903, s1.acc: 93.8090, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1155, s2.loss_cls: 0.0440, s2.acc: 93.8123, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0546, loss: 1.1899 2022-09-17 13:44:50,506 - mmdet - INFO - Epoch [9][5000/7330] lr: 1.000e-04, eta: 1 day, 7:44:21, time: 0.571, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1987, s0.acc: 93.3674, s0.loss_bbox: 0.2649, s0.loss_mask: 0.2362, s1.loss_cls: 0.0953, s1.acc: 93.4295, s1.loss_bbox: 0.1216, s1.loss_mask: 0.1182, s2.loss_cls: 0.0462, s2.acc: 93.5406, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0558, loss: 1.2494 2022-09-17 13:45:18,542 - mmdet - INFO - Epoch [9][5050/7330] lr: 1.000e-04, eta: 1 day, 7:43:52, time: 0.565, data_time: 0.014, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1929, s0.acc: 93.6396, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2291, s1.loss_cls: 0.0932, s1.acc: 93.6525, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1151, s2.loss_cls: 0.0452, s2.acc: 93.6749, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0547, loss: 1.1860 2022-09-17 13:45:46,871 - mmdet - INFO - Epoch [9][5100/7330] lr: 1.000e-04, eta: 1 day, 7:43:23, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1941, s0.acc: 93.6284, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2322, s1.loss_cls: 0.0936, s1.acc: 93.6956, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1172, s2.loss_cls: 0.0454, s2.acc: 93.6249, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0557, loss: 1.1998 2022-09-17 13:46:15,158 - mmdet - INFO - Epoch [9][5150/7330] lr: 1.000e-04, eta: 1 day, 7:42:53, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1868, s0.acc: 93.7070, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2260, s1.loss_cls: 0.0904, s1.acc: 93.7249, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1139, s2.loss_cls: 0.0446, s2.acc: 93.6825, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0544, loss: 1.1790 2022-09-17 13:46:43,026 - mmdet - INFO - Epoch [9][5200/7330] lr: 1.000e-04, eta: 1 day, 7:42:23, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1921, s0.acc: 93.6250, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2300, s1.loss_cls: 0.0935, s1.acc: 93.7203, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1146, s2.loss_cls: 0.0450, s2.acc: 93.6823, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0542, loss: 1.2037 2022-09-17 13:47:11,345 - mmdet - INFO - Epoch [9][5250/7330] lr: 1.000e-04, eta: 1 day, 7:41:53, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1981, s0.acc: 93.4368, s0.loss_bbox: 0.2624, s0.loss_mask: 0.2396, s1.loss_cls: 0.0944, s1.acc: 93.5296, s1.loss_bbox: 0.1189, s1.loss_mask: 0.1209, s2.loss_cls: 0.0457, s2.acc: 93.5044, s2.loss_bbox: 0.0469, s2.loss_mask: 0.0580, loss: 1.2450 2022-09-17 13:47:39,466 - mmdet - INFO - Epoch [9][5300/7330] lr: 1.000e-04, eta: 1 day, 7:41:24, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1871, s0.acc: 93.6201, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2285, s1.loss_cls: 0.0901, s1.acc: 93.6966, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1156, s2.loss_cls: 0.0444, s2.acc: 93.5570, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0546, loss: 1.1958 2022-09-17 13:48:07,763 - mmdet - INFO - Epoch [9][5350/7330] lr: 1.000e-04, eta: 1 day, 7:40:54, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1894, s0.acc: 93.6042, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2295, s1.loss_cls: 0.0911, s1.acc: 93.7110, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1167, s2.loss_cls: 0.0446, s2.acc: 93.6413, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0558, loss: 1.2028 2022-09-17 13:48:35,677 - mmdet - INFO - Epoch [9][5400/7330] lr: 1.000e-04, eta: 1 day, 7:40:24, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1893, s0.acc: 93.7651, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2390, s1.loss_cls: 0.0916, s1.acc: 93.8219, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1200, s2.loss_cls: 0.0442, s2.acc: 93.9388, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0570, loss: 1.2023 2022-09-17 13:49:03,628 - mmdet - INFO - Epoch [9][5450/7330] lr: 1.000e-04, eta: 1 day, 7:39:54, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1912, s0.acc: 93.5957, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2360, s1.loss_cls: 0.0913, s1.acc: 93.6927, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1188, s2.loss_cls: 0.0444, s2.acc: 93.7351, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0558, loss: 1.2194 2022-09-17 13:49:31,704 - mmdet - INFO - Epoch [9][5500/7330] lr: 1.000e-04, eta: 1 day, 7:39:24, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1860, s0.acc: 93.6697, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2270, s1.loss_cls: 0.0895, s1.acc: 93.7549, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1153, s2.loss_cls: 0.0432, s2.acc: 93.8751, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0555, loss: 1.1819 2022-09-17 13:49:59,564 - mmdet - INFO - Epoch [9][5550/7330] lr: 1.000e-04, eta: 1 day, 7:38:53, time: 0.557, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1959, s0.acc: 93.3967, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2351, s1.loss_cls: 0.0963, s1.acc: 93.4144, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1181, s2.loss_cls: 0.0471, s2.acc: 93.4147, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0564, loss: 1.2223 2022-09-17 13:50:27,187 - mmdet - INFO - Epoch [9][5600/7330] lr: 1.000e-04, eta: 1 day, 7:38:22, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1826, s0.acc: 93.9285, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2239, s1.loss_cls: 0.0896, s1.acc: 93.9392, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1134, s2.loss_cls: 0.0446, s2.acc: 93.8171, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0541, loss: 1.1543 2022-09-17 13:50:55,490 - mmdet - INFO - Epoch [9][5650/7330] lr: 1.000e-04, eta: 1 day, 7:37:53, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1922, s0.acc: 93.4126, s0.loss_bbox: 0.2595, s0.loss_mask: 0.2355, s1.loss_cls: 0.0924, s1.acc: 93.4797, s1.loss_bbox: 0.1185, s1.loss_mask: 0.1183, s2.loss_cls: 0.0450, s2.acc: 93.5482, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0553, loss: 1.2257 2022-09-17 13:51:23,548 - mmdet - INFO - Epoch [9][5700/7330] lr: 1.000e-04, eta: 1 day, 7:37:23, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1835, s0.acc: 93.7703, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2282, s1.loss_cls: 0.0888, s1.acc: 93.8387, s1.loss_bbox: 0.1169, s1.loss_mask: 0.1156, s2.loss_cls: 0.0437, s2.acc: 93.6381, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0552, loss: 1.1916 2022-09-17 13:51:51,315 - mmdet - INFO - Epoch [9][5750/7330] lr: 1.000e-04, eta: 1 day, 7:36:52, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1895, s0.acc: 93.8728, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2296, s1.loss_cls: 0.0928, s1.acc: 93.8534, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1157, s2.loss_cls: 0.0457, s2.acc: 93.7340, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0545, loss: 1.1755 2022-09-17 13:52:19,319 - mmdet - INFO - Epoch [9][5800/7330] lr: 1.000e-04, eta: 1 day, 7:36:21, time: 0.560, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1864, s0.acc: 93.8452, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2360, s1.loss_cls: 0.0898, s1.acc: 93.8848, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1197, s2.loss_cls: 0.0438, s2.acc: 93.8657, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0569, loss: 1.1932 2022-09-17 13:52:47,595 - mmdet - INFO - Epoch [9][5850/7330] lr: 1.000e-04, eta: 1 day, 7:35:52, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1945, s0.acc: 93.4688, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2362, s1.loss_cls: 0.0937, s1.acc: 93.5094, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1188, s2.loss_cls: 0.0453, s2.acc: 93.5700, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0563, loss: 1.2240 2022-09-17 13:53:15,883 - mmdet - INFO - Epoch [9][5900/7330] lr: 1.000e-04, eta: 1 day, 7:35:23, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1831, s0.acc: 93.8564, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2306, s1.loss_cls: 0.0883, s1.acc: 93.8634, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1159, s2.loss_cls: 0.0427, s2.acc: 93.9151, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0553, loss: 1.1684 2022-09-17 13:53:44,245 - mmdet - INFO - Epoch [9][5950/7330] lr: 1.000e-04, eta: 1 day, 7:34:54, time: 0.567, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1888, s0.acc: 93.5776, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2288, s1.loss_cls: 0.0920, s1.acc: 93.5539, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1150, s2.loss_cls: 0.0454, s2.acc: 93.4164, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0547, loss: 1.1983 2022-09-17 13:54:11,972 - mmdet - INFO - Epoch [9][6000/7330] lr: 1.000e-04, eta: 1 day, 7:34:23, time: 0.554, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1922, s0.acc: 93.5950, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2338, s1.loss_cls: 0.0935, s1.acc: 93.6379, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1177, s2.loss_cls: 0.0451, s2.acc: 93.7265, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0551, loss: 1.2019 2022-09-17 13:54:39,943 - mmdet - INFO - Epoch [9][6050/7330] lr: 1.000e-04, eta: 1 day, 7:33:53, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1870, s0.acc: 93.7427, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2256, s1.loss_cls: 0.0908, s1.acc: 93.8004, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1140, s2.loss_cls: 0.0441, s2.acc: 93.7647, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0543, loss: 1.1706 2022-09-17 13:55:08,352 - mmdet - INFO - Epoch [9][6100/7330] lr: 1.000e-04, eta: 1 day, 7:33:24, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1926, s0.acc: 93.7253, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2341, s1.loss_cls: 0.0923, s1.acc: 93.7656, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1177, s2.loss_cls: 0.0451, s2.acc: 93.7479, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0563, loss: 1.2055 2022-09-17 13:55:36,751 - mmdet - INFO - Epoch [9][6150/7330] lr: 1.000e-04, eta: 1 day, 7:32:55, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1949, s0.acc: 93.5547, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2328, s1.loss_cls: 0.0933, s1.acc: 93.6741, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1175, s2.loss_cls: 0.0450, s2.acc: 93.6676, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0557, loss: 1.2146 2022-09-17 13:56:05,111 - mmdet - INFO - Epoch [9][6200/7330] lr: 1.000e-04, eta: 1 day, 7:32:26, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1921, s0.acc: 93.5896, s0.loss_bbox: 0.2559, s0.loss_mask: 0.2312, s1.loss_cls: 0.0911, s1.acc: 93.6873, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1162, s2.loss_cls: 0.0446, s2.acc: 93.5924, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0553, loss: 1.2094 2022-09-17 13:56:33,146 - mmdet - INFO - Epoch [9][6250/7330] lr: 1.000e-04, eta: 1 day, 7:31:56, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1974, s0.acc: 93.4937, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2325, s1.loss_cls: 0.0964, s1.acc: 93.5147, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1175, s2.loss_cls: 0.0468, s2.acc: 93.5336, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0560, loss: 1.2223 2022-09-17 13:57:02,095 - mmdet - INFO - Epoch [9][6300/7330] lr: 1.000e-04, eta: 1 day, 7:31:29, time: 0.579, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1900, s0.acc: 93.6431, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2245, s1.loss_cls: 0.0923, s1.acc: 93.6599, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1136, s2.loss_cls: 0.0450, s2.acc: 93.7110, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0538, loss: 1.1826 2022-09-17 13:57:29,919 - mmdet - INFO - Epoch [9][6350/7330] lr: 1.000e-04, eta: 1 day, 7:30:58, time: 0.556, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1904, s0.acc: 93.7625, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2247, s1.loss_cls: 0.0918, s1.acc: 93.7475, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1137, s2.loss_cls: 0.0441, s2.acc: 93.8147, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0537, loss: 1.1807 2022-09-17 13:57:58,587 - mmdet - INFO - Epoch [9][6400/7330] lr: 1.000e-04, eta: 1 day, 7:30:30, time: 0.574, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2003, s0.acc: 93.3179, s0.loss_bbox: 0.2627, s0.loss_mask: 0.2410, s1.loss_cls: 0.0976, s1.acc: 93.3490, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1208, s2.loss_cls: 0.0466, s2.acc: 93.4516, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0573, loss: 1.2510 2022-09-17 13:58:26,591 - mmdet - INFO - Epoch [9][6450/7330] lr: 1.000e-04, eta: 1 day, 7:30:00, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1967, s0.acc: 93.4177, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2347, s1.loss_cls: 0.0956, s1.acc: 93.4555, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1198, s2.loss_cls: 0.0464, s2.acc: 93.4273, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0571, loss: 1.2268 2022-09-17 13:58:54,696 - mmdet - INFO - Epoch [9][6500/7330] lr: 1.000e-04, eta: 1 day, 7:29:30, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1953, s0.acc: 93.3994, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2298, s1.loss_cls: 0.0954, s1.acc: 93.3640, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1158, s2.loss_cls: 0.0461, s2.acc: 93.4278, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0555, loss: 1.2121 2022-09-17 13:59:23,453 - mmdet - INFO - Epoch [9][6550/7330] lr: 1.000e-04, eta: 1 day, 7:29:02, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1887, s0.acc: 93.5291, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2300, s1.loss_cls: 0.0928, s1.acc: 93.5350, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1162, s2.loss_cls: 0.0453, s2.acc: 93.4218, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0549, loss: 1.2020 2022-09-17 13:59:51,817 - mmdet - INFO - Epoch [9][6600/7330] lr: 1.000e-04, eta: 1 day, 7:28:33, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1914, s0.acc: 93.5906, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2289, s1.loss_cls: 0.0934, s1.acc: 93.5745, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1153, s2.loss_cls: 0.0459, s2.acc: 93.5176, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0550, loss: 1.2040 2022-09-17 14:00:19,726 - mmdet - INFO - Epoch [9][6650/7330] lr: 1.000e-04, eta: 1 day, 7:28:03, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1818, s0.acc: 93.8699, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2235, s1.loss_cls: 0.0886, s1.acc: 93.9483, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1135, s2.loss_cls: 0.0439, s2.acc: 93.8726, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0537, loss: 1.1663 2022-09-17 14:00:47,450 - mmdet - INFO - Epoch [9][6700/7330] lr: 1.000e-04, eta: 1 day, 7:27:32, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1885, s0.acc: 93.7180, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2300, s1.loss_cls: 0.0910, s1.acc: 93.6792, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1156, s2.loss_cls: 0.0442, s2.acc: 93.7050, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0547, loss: 1.1816 2022-09-17 14:01:15,421 - mmdet - INFO - Epoch [9][6750/7330] lr: 1.000e-04, eta: 1 day, 7:27:02, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1877, s0.acc: 93.6096, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2382, s1.loss_cls: 0.0915, s1.acc: 93.6863, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1211, s2.loss_cls: 0.0449, s2.acc: 93.6662, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0578, loss: 1.2185 2022-09-17 14:01:43,401 - mmdet - INFO - Epoch [9][6800/7330] lr: 1.000e-04, eta: 1 day, 7:26:32, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1795, s0.acc: 93.9741, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2252, s1.loss_cls: 0.0884, s1.acc: 93.9087, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1131, s2.loss_cls: 0.0433, s2.acc: 93.8476, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0533, loss: 1.1563 2022-09-17 14:02:11,346 - mmdet - INFO - Epoch [9][6850/7330] lr: 1.000e-04, eta: 1 day, 7:26:01, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1914, s0.acc: 93.6104, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2331, s1.loss_cls: 0.0923, s1.acc: 93.7489, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1169, s2.loss_cls: 0.0455, s2.acc: 93.6821, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0554, loss: 1.2116 2022-09-17 14:02:39,298 - mmdet - INFO - Epoch [9][6900/7330] lr: 1.000e-04, eta: 1 day, 7:25:31, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1933, s0.acc: 93.4873, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2333, s1.loss_cls: 0.0943, s1.acc: 93.4716, s1.loss_bbox: 0.1173, s1.loss_mask: 0.1179, s2.loss_cls: 0.0461, s2.acc: 93.5233, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0557, loss: 1.2236 2022-09-17 14:03:07,778 - mmdet - INFO - Epoch [9][6950/7330] lr: 1.000e-04, eta: 1 day, 7:25:02, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1899, s0.acc: 93.7588, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2223, s1.loss_cls: 0.0927, s1.acc: 93.8020, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1123, s2.loss_cls: 0.0450, s2.acc: 93.8831, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0539, loss: 1.1719 2022-09-17 14:03:35,589 - mmdet - INFO - Epoch [9][7000/7330] lr: 1.000e-04, eta: 1 day, 7:24:32, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1879, s0.acc: 93.6462, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2325, s1.loss_cls: 0.0903, s1.acc: 93.6960, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1165, s2.loss_cls: 0.0446, s2.acc: 93.6242, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0553, loss: 1.1976 2022-09-17 14:04:03,822 - mmdet - INFO - Epoch [9][7050/7330] lr: 1.000e-04, eta: 1 day, 7:24:02, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1879, s0.acc: 93.7698, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2310, s1.loss_cls: 0.0906, s1.acc: 93.8453, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1176, s2.loss_cls: 0.0443, s2.acc: 93.7499, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0558, loss: 1.1910 2022-09-17 14:04:32,093 - mmdet - INFO - Epoch [9][7100/7330] lr: 1.000e-04, eta: 1 day, 7:23:33, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1831, s0.acc: 93.8440, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2260, s1.loss_cls: 0.0896, s1.acc: 93.8317, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1139, s2.loss_cls: 0.0433, s2.acc: 93.7826, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0542, loss: 1.1652 2022-09-17 14:05:00,467 - mmdet - INFO - Epoch [9][7150/7330] lr: 1.000e-04, eta: 1 day, 7:23:04, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1763, s0.acc: 94.0676, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2215, s1.loss_cls: 0.0860, s1.acc: 94.0600, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1132, s2.loss_cls: 0.0420, s2.acc: 94.0324, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0545, loss: 1.1432 2022-09-17 14:05:28,424 - mmdet - INFO - Epoch [9][7200/7330] lr: 1.000e-04, eta: 1 day, 7:22:34, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1893, s0.acc: 93.7954, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2357, s1.loss_cls: 0.0900, s1.acc: 93.8925, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1188, s2.loss_cls: 0.0437, s2.acc: 93.8860, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0569, loss: 1.2116 2022-09-17 14:05:56,161 - mmdet - INFO - Epoch [9][7250/7330] lr: 1.000e-04, eta: 1 day, 7:22:03, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1858, s0.acc: 93.8220, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2209, s1.loss_cls: 0.0900, s1.acc: 93.8485, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1125, s2.loss_cls: 0.0439, s2.acc: 93.7892, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0535, loss: 1.1540 2022-09-17 14:06:23,806 - mmdet - INFO - Epoch [9][7300/7330] lr: 1.000e-04, eta: 1 day, 7:21:32, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1749, s0.acc: 94.0754, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2316, s1.loss_cls: 0.0853, s1.acc: 94.0373, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1153, s2.loss_cls: 0.0415, s2.acc: 94.0408, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0550, loss: 1.1411 2022-09-17 14:06:49,089 - mmdet - INFO - Saving checkpoint at 9 epochs 2022-09-17 14:08:19,928 - mmdet - INFO - Evaluating bbox... 2022-09-17 14:08:46,859 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.452 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.637 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.491 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.284 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.485 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.592 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.592 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.592 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.404 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.752 2022-09-17 14:08:46,860 - mmdet - INFO - Evaluating segm... 2022-09-17 14:09:19,312 - 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 ] = 0.608 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.417 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.203 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 ] = 0.575 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.513 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.513 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.513 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.326 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 ] = 0.681 2022-09-17 14:09:19,817 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 14:09:19,817 - mmdet - INFO - Epoch(val) [9][313] bbox_mAP: 0.4520, bbox_mAP_50: 0.6370, bbox_mAP_75: 0.4910, bbox_mAP_s: 0.2840, bbox_mAP_m: 0.4850, bbox_mAP_l: 0.5940, bbox_mAP_copypaste: 0.452 0.637 0.491 0.284 0.485 0.594, segm_mAP: 0.3900, segm_mAP_50: 0.6080, segm_mAP_75: 0.4170, segm_mAP_s: 0.2030, segm_mAP_m: 0.4180, segm_mAP_l: 0.5750, segm_mAP_copypaste: 0.390 0.608 0.417 0.203 0.418 0.575 2022-09-17 14:11:25,578 - mmdet - INFO - Epoch [10][50/7330] lr: 1.000e-04, eta: 1 day, 7:24:46, time: 2.515, data_time: 1.931, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1789, s0.acc: 93.8494, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2272, s1.loss_cls: 0.0859, s1.acc: 93.9115, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1138, s2.loss_cls: 0.0418, s2.acc: 93.9897, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0542, loss: 1.1650 2022-09-17 14:11:53,855 - mmdet - INFO - Epoch [10][100/7330] lr: 1.000e-04, eta: 1 day, 7:24:17, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1890, s0.acc: 93.6155, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2325, s1.loss_cls: 0.0912, s1.acc: 93.6744, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1170, s2.loss_cls: 0.0444, s2.acc: 93.6750, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0559, loss: 1.1923 2022-09-17 14:12:22,817 - mmdet - INFO - Epoch [10][150/7330] lr: 1.000e-04, eta: 1 day, 7:23:49, time: 0.580, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1891, s0.acc: 93.5835, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2295, s1.loss_cls: 0.0910, s1.acc: 93.5996, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1154, s2.loss_cls: 0.0443, s2.acc: 93.6514, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0552, loss: 1.1995 2022-09-17 14:12:50,785 - mmdet - INFO - Epoch [10][200/7330] lr: 1.000e-04, eta: 1 day, 7:23:19, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1797, s0.acc: 93.8889, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2238, s1.loss_cls: 0.0861, s1.acc: 94.0064, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1138, s2.loss_cls: 0.0419, s2.acc: 94.0344, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0541, loss: 1.1494 2022-09-17 14:13:19,365 - mmdet - INFO - Epoch [10][250/7330] lr: 1.000e-04, eta: 1 day, 7:22:50, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1841, s0.acc: 93.7891, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2356, s1.loss_cls: 0.0871, s1.acc: 93.8842, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1186, s2.loss_cls: 0.0424, s2.acc: 93.9327, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0561, loss: 1.1980 2022-09-17 14:13:47,288 - mmdet - INFO - Epoch [10][300/7330] lr: 1.000e-04, eta: 1 day, 7:22:20, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1752, s0.acc: 94.0735, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2261, s1.loss_cls: 0.0845, s1.acc: 94.1639, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1146, s2.loss_cls: 0.0408, s2.acc: 94.1781, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0552, loss: 1.1452 2022-09-17 14:14:15,544 - mmdet - INFO - Epoch [10][350/7330] lr: 1.000e-04, eta: 1 day, 7:21:50, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1801, s0.acc: 93.8738, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2290, s1.loss_cls: 0.0866, s1.acc: 93.9117, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1161, s2.loss_cls: 0.0426, s2.acc: 93.8329, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0554, loss: 1.1741 2022-09-17 14:14:44,166 - mmdet - INFO - Epoch [10][400/7330] lr: 1.000e-04, eta: 1 day, 7:21:22, time: 0.572, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1825, s0.acc: 93.8289, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2314, s1.loss_cls: 0.0881, s1.acc: 93.8808, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1185, s2.loss_cls: 0.0432, s2.acc: 93.8554, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0564, loss: 1.1879 2022-09-17 14:15:11,720 - mmdet - INFO - Epoch [10][450/7330] lr: 1.000e-04, eta: 1 day, 7:20:50, time: 0.550, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1855, s0.acc: 93.8533, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2224, s1.loss_cls: 0.0894, s1.acc: 93.9703, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1118, s2.loss_cls: 0.0433, s2.acc: 93.9463, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0531, loss: 1.1599 2022-09-17 14:15:39,953 - mmdet - INFO - Epoch [10][500/7330] lr: 1.000e-04, eta: 1 day, 7:20:21, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1867, s0.acc: 93.6855, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2253, s1.loss_cls: 0.0917, s1.acc: 93.6748, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1133, s2.loss_cls: 0.0447, s2.acc: 93.6092, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0540, loss: 1.1848 2022-09-17 14:16:08,426 - mmdet - INFO - Epoch [10][550/7330] lr: 1.000e-04, eta: 1 day, 7:19:52, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1867, s0.acc: 93.6895, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2311, s1.loss_cls: 0.0909, s1.acc: 93.7338, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1176, s2.loss_cls: 0.0447, s2.acc: 93.5720, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0561, loss: 1.1978 2022-09-17 14:16:36,194 - mmdet - INFO - Epoch [10][600/7330] lr: 1.000e-04, eta: 1 day, 7:19:21, time: 0.555, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1820, s0.acc: 93.8052, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2196, s1.loss_cls: 0.0879, s1.acc: 93.8624, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1110, s2.loss_cls: 0.0434, s2.acc: 93.8003, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0526, loss: 1.1604 2022-09-17 14:17:04,119 - mmdet - INFO - Epoch [10][650/7330] lr: 1.000e-04, eta: 1 day, 7:18:50, time: 0.557, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1799, s0.acc: 93.9036, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2272, s1.loss_cls: 0.0866, s1.acc: 93.9185, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1149, s2.loss_cls: 0.0427, s2.acc: 93.8509, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0551, loss: 1.1712 2022-09-17 14:17:32,334 - mmdet - INFO - Epoch [10][700/7330] lr: 1.000e-04, eta: 1 day, 7:18:21, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1749, s0.acc: 94.0669, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2172, s1.loss_cls: 0.0849, s1.acc: 94.1434, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1109, s2.loss_cls: 0.0418, s2.acc: 94.0509, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0535, loss: 1.1362 2022-09-17 14:18:01,135 - mmdet - INFO - Epoch [10][750/7330] lr: 1.000e-04, eta: 1 day, 7:17:53, time: 0.577, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.2005, s0.acc: 93.0781, s0.loss_bbox: 0.2671, s0.loss_mask: 0.2323, s1.loss_cls: 0.0953, s1.acc: 93.2052, s1.loss_bbox: 0.1207, s1.loss_mask: 0.1178, s2.loss_cls: 0.0466, s2.acc: 93.2702, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0561, loss: 1.2485 2022-09-17 14:18:29,684 - mmdet - INFO - Epoch [10][800/7330] lr: 1.000e-04, eta: 1 day, 7:17:24, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2016, s0.acc: 93.2422, s0.loss_bbox: 0.2608, s0.loss_mask: 0.2398, s1.loss_cls: 0.0968, s1.acc: 93.3312, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1211, s2.loss_cls: 0.0470, s2.acc: 93.3683, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0573, loss: 1.2560 2022-09-17 14:18:57,403 - mmdet - INFO - Epoch [10][850/7330] lr: 1.000e-04, eta: 1 day, 7:16:53, time: 0.554, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1835, s0.acc: 93.7883, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2297, s1.loss_cls: 0.0889, s1.acc: 93.9030, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1160, s2.loss_cls: 0.0439, s2.acc: 93.7023, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0551, loss: 1.1852 2022-09-17 14:19:26,256 - mmdet - INFO - Epoch [10][900/7330] lr: 1.000e-04, eta: 1 day, 7:16:25, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1909, s0.acc: 93.6489, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2384, s1.loss_cls: 0.0920, s1.acc: 93.6789, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1202, s2.loss_cls: 0.0449, s2.acc: 93.5812, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0571, loss: 1.2183 2022-09-17 14:19:54,530 - mmdet - INFO - Epoch [10][950/7330] lr: 1.000e-04, eta: 1 day, 7:15:56, time: 0.569, data_time: 0.014, memory: 12703, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2004, s0.acc: 93.3223, s0.loss_bbox: 0.2551, s0.loss_mask: 0.2263, s1.loss_cls: 0.0971, s1.acc: 93.3461, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1139, s2.loss_cls: 0.0468, s2.acc: 93.4497, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0535, loss: 1.2177 2022-09-17 14:20:23,237 - mmdet - INFO - Epoch [10][1000/7330] lr: 1.000e-04, eta: 1 day, 7:15:28, time: 0.574, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1842, s0.acc: 93.7058, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2244, s1.loss_cls: 0.0892, s1.acc: 93.7862, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1132, s2.loss_cls: 0.0436, s2.acc: 93.6368, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0538, loss: 1.1783 2022-09-17 14:20:51,618 - mmdet - INFO - Epoch [10][1050/7330] lr: 1.000e-04, eta: 1 day, 7:14:59, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1865, s0.acc: 93.8733, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2252, s1.loss_cls: 0.0911, s1.acc: 93.8366, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1139, s2.loss_cls: 0.0450, s2.acc: 93.7926, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0545, loss: 1.1722 2022-09-17 14:21:19,311 - mmdet - INFO - Epoch [10][1100/7330] lr: 1.000e-04, eta: 1 day, 7:14:27, time: 0.553, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1838, s0.acc: 93.8843, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2255, s1.loss_cls: 0.0883, s1.acc: 93.9673, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1144, s2.loss_cls: 0.0433, s2.acc: 93.9068, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0544, loss: 1.1593 2022-09-17 14:21:46,932 - mmdet - INFO - Epoch [10][1150/7330] lr: 1.000e-04, eta: 1 day, 7:13:56, time: 0.553, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1840, s0.acc: 93.7866, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2300, s1.loss_cls: 0.0905, s1.acc: 93.7747, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1171, s2.loss_cls: 0.0445, s2.acc: 93.7027, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0557, loss: 1.1816 2022-09-17 14:22:15,110 - mmdet - INFO - Epoch [10][1200/7330] lr: 1.000e-04, eta: 1 day, 7:13:26, time: 0.563, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1780, s0.acc: 93.9900, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2253, s1.loss_cls: 0.0873, s1.acc: 93.9754, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1133, s2.loss_cls: 0.0427, s2.acc: 93.9505, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0538, loss: 1.1514 2022-09-17 14:22:42,566 - mmdet - INFO - Epoch [10][1250/7330] lr: 1.000e-04, eta: 1 day, 7:12:54, time: 0.549, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1917, s0.acc: 93.5974, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2334, s1.loss_cls: 0.0928, s1.acc: 93.6367, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1162, s2.loss_cls: 0.0454, s2.acc: 93.5275, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0552, loss: 1.1986 2022-09-17 14:23:11,118 - mmdet - INFO - Epoch [10][1300/7330] lr: 1.000e-04, eta: 1 day, 7:12:26, time: 0.572, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1912, s0.acc: 93.6294, s0.loss_bbox: 0.2534, s0.loss_mask: 0.2305, s1.loss_cls: 0.0921, s1.acc: 93.6732, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1165, s2.loss_cls: 0.0448, s2.acc: 93.6960, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0560, loss: 1.2117 2022-09-17 14:23:39,123 - mmdet - INFO - Epoch [10][1350/7330] lr: 1.000e-04, eta: 1 day, 7:11:56, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1972, s0.acc: 93.5571, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2273, s1.loss_cls: 0.0945, s1.acc: 93.7352, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1150, s2.loss_cls: 0.0450, s2.acc: 93.8295, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0547, loss: 1.1974 2022-09-17 14:24:07,512 - mmdet - INFO - Epoch [10][1400/7330] lr: 1.000e-04, eta: 1 day, 7:11:26, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1892, s0.acc: 93.6453, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2292, s1.loss_cls: 0.0912, s1.acc: 93.7145, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1157, s2.loss_cls: 0.0445, s2.acc: 93.6576, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0549, loss: 1.2005 2022-09-17 14:24:35,448 - mmdet - INFO - Epoch [10][1450/7330] lr: 1.000e-04, eta: 1 day, 7:10:56, time: 0.558, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1782, s0.acc: 94.0017, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2244, s1.loss_cls: 0.0865, s1.acc: 94.0140, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1129, s2.loss_cls: 0.0422, s2.acc: 93.9567, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0539, loss: 1.1493 2022-09-17 14:25:03,688 - mmdet - INFO - Epoch [10][1500/7330] lr: 1.000e-04, eta: 1 day, 7:10:27, time: 0.566, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1819, s0.acc: 93.8503, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2235, s1.loss_cls: 0.0880, s1.acc: 93.8426, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1139, s2.loss_cls: 0.0435, s2.acc: 93.6777, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0541, loss: 1.1580 2022-09-17 14:25:32,695 - mmdet - INFO - Epoch [10][1550/7330] lr: 1.000e-04, eta: 1 day, 7:09:59, time: 0.580, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1724, s0.acc: 94.0103, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2214, s1.loss_cls: 0.0836, s1.acc: 94.0084, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1124, s2.loss_cls: 0.0407, s2.acc: 93.9867, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0534, loss: 1.1492 2022-09-17 14:26:00,960 - mmdet - INFO - Epoch [10][1600/7330] lr: 1.000e-04, eta: 1 day, 7:09:30, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1835, s0.acc: 93.8779, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2287, s1.loss_cls: 0.0869, s1.acc: 94.0332, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1156, s2.loss_cls: 0.0422, s2.acc: 94.0197, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0547, loss: 1.1775 2022-09-17 14:26:29,628 - mmdet - INFO - Epoch [10][1650/7330] lr: 1.000e-04, eta: 1 day, 7:09:02, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1700, s0.acc: 94.1689, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2215, s1.loss_cls: 0.0818, s1.acc: 94.2560, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1135, s2.loss_cls: 0.0401, s2.acc: 94.1711, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0544, loss: 1.1274 2022-09-17 14:26:57,623 - mmdet - INFO - Epoch [10][1700/7330] lr: 1.000e-04, eta: 1 day, 7:08:31, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1833, s0.acc: 93.9927, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2274, s1.loss_cls: 0.0884, s1.acc: 93.9741, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1160, s2.loss_cls: 0.0429, s2.acc: 93.9205, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0552, loss: 1.1684 2022-09-17 14:27:26,069 - mmdet - INFO - Epoch [10][1750/7330] lr: 1.000e-04, eta: 1 day, 7:08:02, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1858, s0.acc: 93.7993, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2250, s1.loss_cls: 0.0904, s1.acc: 93.8674, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1138, s2.loss_cls: 0.0440, s2.acc: 93.8273, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0543, loss: 1.1761 2022-09-17 14:27:54,916 - mmdet - INFO - Epoch [10][1800/7330] lr: 1.000e-04, eta: 1 day, 7:07:35, time: 0.577, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1909, s0.acc: 93.6621, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2288, s1.loss_cls: 0.0911, s1.acc: 93.8648, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1157, s2.loss_cls: 0.0444, s2.acc: 93.8629, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0548, loss: 1.2043 2022-09-17 14:28:22,702 - mmdet - INFO - Epoch [10][1850/7330] lr: 1.000e-04, eta: 1 day, 7:07:04, time: 0.555, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1917, s0.acc: 93.5818, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2318, s1.loss_cls: 0.0921, s1.acc: 93.5699, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1160, s2.loss_cls: 0.0445, s2.acc: 93.6513, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0546, loss: 1.2022 2022-09-17 14:28:50,966 - mmdet - INFO - Epoch [10][1900/7330] lr: 1.000e-04, eta: 1 day, 7:06:34, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1942, s0.acc: 93.4790, s0.loss_bbox: 0.2559, s0.loss_mask: 0.2290, s1.loss_cls: 0.0949, s1.acc: 93.5419, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1161, s2.loss_cls: 0.0462, s2.acc: 93.5084, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0550, loss: 1.2148 2022-09-17 14:29:18,930 - mmdet - INFO - Epoch [10][1950/7330] lr: 1.000e-04, eta: 1 day, 7:06:04, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1831, s0.acc: 93.9580, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2297, s1.loss_cls: 0.0882, s1.acc: 93.9695, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1154, s2.loss_cls: 0.0428, s2.acc: 94.1014, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0551, loss: 1.1632 2022-09-17 14:29:46,952 - mmdet - INFO - Epoch [10][2000/7330] lr: 1.000e-04, eta: 1 day, 7:05:34, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1856, s0.acc: 93.8250, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2228, s1.loss_cls: 0.0899, s1.acc: 93.9055, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1130, s2.loss_cls: 0.0444, s2.acc: 93.7399, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0538, loss: 1.1696 2022-09-17 14:30:14,810 - mmdet - INFO - Epoch [10][2050/7330] lr: 1.000e-04, eta: 1 day, 7:05:03, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1871, s0.acc: 93.7654, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2336, s1.loss_cls: 0.0912, s1.acc: 93.8179, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1178, s2.loss_cls: 0.0441, s2.acc: 93.7434, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0560, loss: 1.1852 2022-09-17 14:30:42,902 - mmdet - INFO - Epoch [10][2100/7330] lr: 1.000e-04, eta: 1 day, 7:04:33, time: 0.564, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1796, s0.acc: 93.9321, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2216, s1.loss_cls: 0.0865, s1.acc: 94.0274, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1118, s2.loss_cls: 0.0423, s2.acc: 93.9771, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0533, loss: 1.1420 2022-09-17 14:31:10,999 - mmdet - INFO - Epoch [10][2150/7330] lr: 1.000e-04, eta: 1 day, 7:04:03, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1886, s0.acc: 93.7332, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2228, s1.loss_cls: 0.0911, s1.acc: 93.7830, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1126, s2.loss_cls: 0.0444, s2.acc: 93.6232, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0537, loss: 1.1816 2022-09-17 14:31:39,554 - mmdet - INFO - Epoch [10][2200/7330] lr: 1.000e-04, eta: 1 day, 7:03:35, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1915, s0.acc: 93.5259, s0.loss_bbox: 0.2540, s0.loss_mask: 0.2298, s1.loss_cls: 0.0918, s1.acc: 93.5795, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1175, s2.loss_cls: 0.0448, s2.acc: 93.4965, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0557, loss: 1.2097 2022-09-17 14:32:08,193 - mmdet - INFO - Epoch [10][2250/7330] lr: 1.000e-04, eta: 1 day, 7:03:06, time: 0.572, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1783, s0.acc: 93.9666, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2269, s1.loss_cls: 0.0862, s1.acc: 93.9862, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1159, s2.loss_cls: 0.0427, s2.acc: 93.8678, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0555, loss: 1.1612 2022-09-17 14:32:36,865 - mmdet - INFO - Epoch [10][2300/7330] lr: 1.000e-04, eta: 1 day, 7:02:38, time: 0.574, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1804, s0.acc: 93.8276, s0.loss_bbox: 0.2534, s0.loss_mask: 0.2236, s1.loss_cls: 0.0871, s1.acc: 93.8766, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1135, s2.loss_cls: 0.0421, s2.acc: 93.8992, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0541, loss: 1.1731 2022-09-17 14:33:05,015 - mmdet - INFO - Epoch [10][2350/7330] lr: 1.000e-04, eta: 1 day, 7:02:08, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1863, s0.acc: 93.7976, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2281, s1.loss_cls: 0.0891, s1.acc: 93.8840, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1149, s2.loss_cls: 0.0438, s2.acc: 93.7841, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0545, loss: 1.1852 2022-09-17 14:33:33,672 - mmdet - INFO - Epoch [10][2400/7330] lr: 1.000e-04, eta: 1 day, 7:01:40, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1843, s0.acc: 93.8501, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2199, s1.loss_cls: 0.0897, s1.acc: 93.7995, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1115, s2.loss_cls: 0.0438, s2.acc: 93.7065, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0533, loss: 1.1676 2022-09-17 14:34:02,165 - mmdet - INFO - Epoch [10][2450/7330] lr: 1.000e-04, eta: 1 day, 7:01:11, time: 0.570, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1848, s0.acc: 93.6836, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2239, s1.loss_cls: 0.0898, s1.acc: 93.7449, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1135, s2.loss_cls: 0.0439, s2.acc: 93.7480, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0542, loss: 1.1778 2022-09-17 14:34:30,195 - mmdet - INFO - Epoch [10][2500/7330] lr: 1.000e-04, eta: 1 day, 7:00:41, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1868, s0.acc: 93.7158, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2284, s1.loss_cls: 0.0903, s1.acc: 93.7069, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1142, s2.loss_cls: 0.0434, s2.acc: 93.7195, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0544, loss: 1.1740 2022-09-17 14:34:58,577 - mmdet - INFO - Epoch [10][2550/7330] lr: 1.000e-04, eta: 1 day, 7:00:12, time: 0.567, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1946, s0.acc: 93.5234, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2256, s1.loss_cls: 0.0931, s1.acc: 93.5914, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1132, s2.loss_cls: 0.0455, s2.acc: 93.6080, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0536, loss: 1.1993 2022-09-17 14:35:26,436 - mmdet - INFO - Epoch [10][2600/7330] lr: 1.000e-04, eta: 1 day, 6:59:41, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1913, s0.acc: 93.6316, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2256, s1.loss_cls: 0.0933, s1.acc: 93.5038, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1134, s2.loss_cls: 0.0447, s2.acc: 93.5699, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0540, loss: 1.1864 2022-09-17 14:35:54,325 - mmdet - INFO - Epoch [10][2650/7330] lr: 1.000e-04, eta: 1 day, 6:59:11, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1877, s0.acc: 93.7488, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2345, s1.loss_cls: 0.0901, s1.acc: 93.8523, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1169, s2.loss_cls: 0.0437, s2.acc: 93.8578, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0556, loss: 1.1970 2022-09-17 14:36:22,893 - mmdet - INFO - Epoch [10][2700/7330] lr: 1.000e-04, eta: 1 day, 6:58:43, time: 0.572, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1910, s0.acc: 93.7761, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2305, s1.loss_cls: 0.0913, s1.acc: 93.8122, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1158, s2.loss_cls: 0.0443, s2.acc: 93.8190, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0550, loss: 1.1887 2022-09-17 14:36:50,747 - mmdet - INFO - Epoch [10][2750/7330] lr: 1.000e-04, eta: 1 day, 6:58:12, time: 0.557, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1853, s0.acc: 93.7703, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2259, s1.loss_cls: 0.0904, s1.acc: 93.7992, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1132, s2.loss_cls: 0.0440, s2.acc: 93.6558, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0538, loss: 1.1689 2022-09-17 14:37:18,764 - mmdet - INFO - Epoch [10][2800/7330] lr: 1.000e-04, eta: 1 day, 6:57:42, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1769, s0.acc: 94.0542, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2304, s1.loss_cls: 0.0851, s1.acc: 94.0921, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1158, s2.loss_cls: 0.0415, s2.acc: 94.1535, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0547, loss: 1.1534 2022-09-17 14:37:47,085 - mmdet - INFO - Epoch [10][2850/7330] lr: 1.000e-04, eta: 1 day, 6:57:12, time: 0.566, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1878, s0.acc: 93.6467, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2273, s1.loss_cls: 0.0934, s1.acc: 93.5623, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1154, s2.loss_cls: 0.0454, s2.acc: 93.6096, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0550, loss: 1.1871 2022-09-17 14:38:15,136 - mmdet - INFO - Epoch [10][2900/7330] lr: 1.000e-04, eta: 1 day, 6:56:43, time: 0.562, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1864, s0.acc: 93.7566, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2272, s1.loss_cls: 0.0907, s1.acc: 93.7600, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1155, s2.loss_cls: 0.0445, s2.acc: 93.7031, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0549, loss: 1.1833 2022-09-17 14:38:43,672 - mmdet - INFO - Epoch [10][2950/7330] lr: 1.000e-04, eta: 1 day, 6:56:13, time: 0.568, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1915, s0.acc: 93.6721, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2314, s1.loss_cls: 0.0927, s1.acc: 93.6969, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1161, s2.loss_cls: 0.0448, s2.acc: 93.7028, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0553, loss: 1.1980 2022-09-17 14:39:11,545 - mmdet - INFO - Epoch [10][3000/7330] lr: 1.000e-04, eta: 1 day, 6:55:43, time: 0.561, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1958, s0.acc: 93.3267, s0.loss_bbox: 0.2662, s0.loss_mask: 0.2320, s1.loss_cls: 0.0944, s1.acc: 93.4013, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1184, s2.loss_cls: 0.0456, s2.acc: 93.4406, s2.loss_bbox: 0.0482, s2.loss_mask: 0.0568, loss: 1.2411 2022-09-17 14:39:39,806 - mmdet - INFO - Epoch [10][3050/7330] lr: 1.000e-04, eta: 1 day, 6:55:14, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1925, s0.acc: 93.4985, s0.loss_bbox: 0.2551, s0.loss_mask: 0.2308, s1.loss_cls: 0.0926, s1.acc: 93.5611, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1167, s2.loss_cls: 0.0449, s2.acc: 93.6214, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0555, loss: 1.2129 2022-09-17 14:40:07,878 - mmdet - INFO - Epoch [10][3100/7330] lr: 1.000e-04, eta: 1 day, 6:54:44, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1881, s0.acc: 93.7825, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2236, s1.loss_cls: 0.0925, s1.acc: 93.6260, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1127, s2.loss_cls: 0.0450, s2.acc: 93.6327, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0538, loss: 1.1669 2022-09-17 14:40:35,508 - mmdet - INFO - Epoch [10][3150/7330] lr: 1.000e-04, eta: 1 day, 6:54:13, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1793, s0.acc: 94.0706, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2271, s1.loss_cls: 0.0860, s1.acc: 94.1483, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1143, s2.loss_cls: 0.0423, s2.acc: 94.0187, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0548, loss: 1.1639 2022-09-17 14:41:04,472 - mmdet - INFO - Epoch [10][3200/7330] lr: 1.000e-04, eta: 1 day, 6:53:45, time: 0.579, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1923, s0.acc: 93.5825, s0.loss_bbox: 0.2574, s0.loss_mask: 0.2301, s1.loss_cls: 0.0927, s1.acc: 93.6903, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1162, s2.loss_cls: 0.0451, s2.acc: 93.6525, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0555, loss: 1.2135 2022-09-17 14:41:32,713 - mmdet - INFO - Epoch [10][3250/7330] lr: 1.000e-04, eta: 1 day, 6:53:16, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1842, s0.acc: 93.6831, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2249, s1.loss_cls: 0.0900, s1.acc: 93.5918, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1133, s2.loss_cls: 0.0444, s2.acc: 93.5447, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0537, loss: 1.1801 2022-09-17 14:42:01,436 - mmdet - INFO - Epoch [10][3300/7330] lr: 1.000e-04, eta: 1 day, 6:52:48, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1928, s0.acc: 93.5295, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2286, s1.loss_cls: 0.0935, s1.acc: 93.5805, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1152, s2.loss_cls: 0.0451, s2.acc: 93.5835, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0547, loss: 1.2066 2022-09-17 14:42:29,731 - mmdet - INFO - Epoch [10][3350/7330] lr: 1.000e-04, eta: 1 day, 6:52:19, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1959, s0.acc: 93.4595, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2278, s1.loss_cls: 0.0942, s1.acc: 93.5244, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1152, s2.loss_cls: 0.0467, s2.acc: 93.4516, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0553, loss: 1.2151 2022-09-17 14:42:58,582 - mmdet - INFO - Epoch [10][3400/7330] lr: 1.000e-04, eta: 1 day, 6:51:51, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1927, s0.acc: 93.5288, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2321, s1.loss_cls: 0.0938, s1.acc: 93.5317, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1164, s2.loss_cls: 0.0452, s2.acc: 93.6342, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0556, loss: 1.2122 2022-09-17 14:43:26,999 - mmdet - INFO - Epoch [10][3450/7330] lr: 1.000e-04, eta: 1 day, 6:51:22, time: 0.569, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1894, s0.acc: 93.6926, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2191, s1.loss_cls: 0.0910, s1.acc: 93.7161, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1106, s2.loss_cls: 0.0441, s2.acc: 93.6371, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0523, loss: 1.1719 2022-09-17 14:43:54,991 - mmdet - INFO - Epoch [10][3500/7330] lr: 1.000e-04, eta: 1 day, 6:50:52, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1917, s0.acc: 93.5608, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2339, s1.loss_cls: 0.0931, s1.acc: 93.6187, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1170, s2.loss_cls: 0.0456, s2.acc: 93.6039, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0548, loss: 1.2103 2022-09-17 14:44:23,335 - mmdet - INFO - Epoch [10][3550/7330] lr: 1.000e-04, eta: 1 day, 6:50:22, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1801, s0.acc: 93.8896, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2299, s1.loss_cls: 0.0865, s1.acc: 93.9837, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1170, s2.loss_cls: 0.0422, s2.acc: 93.9284, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0559, loss: 1.1634 2022-09-17 14:44:51,771 - mmdet - INFO - Epoch [10][3600/7330] lr: 1.000e-04, eta: 1 day, 6:49:54, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1931, s0.acc: 93.6663, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2292, s1.loss_cls: 0.0925, s1.acc: 93.7901, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1161, s2.loss_cls: 0.0449, s2.acc: 93.8924, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0556, loss: 1.2013 2022-09-17 14:45:19,495 - mmdet - INFO - Epoch [10][3650/7330] lr: 1.000e-04, eta: 1 day, 6:49:23, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1872, s0.acc: 93.7537, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2281, s1.loss_cls: 0.0899, s1.acc: 93.8647, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1165, s2.loss_cls: 0.0432, s2.acc: 93.9956, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0558, loss: 1.1866 2022-09-17 14:45:48,298 - mmdet - INFO - Epoch [10][3700/7330] lr: 1.000e-04, eta: 1 day, 6:48:55, time: 0.576, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1823, s0.acc: 93.7974, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2202, s1.loss_cls: 0.0891, s1.acc: 93.7800, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1106, s2.loss_cls: 0.0437, s2.acc: 93.7242, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0525, loss: 1.1607 2022-09-17 14:46:15,921 - mmdet - INFO - Epoch [10][3750/7330] lr: 1.000e-04, eta: 1 day, 6:48:24, time: 0.552, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1839, s0.acc: 93.9426, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2274, s1.loss_cls: 0.0885, s1.acc: 94.0154, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1133, s2.loss_cls: 0.0431, s2.acc: 94.0267, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0539, loss: 1.1547 2022-09-17 14:46:44,391 - mmdet - INFO - Epoch [10][3800/7330] lr: 1.000e-04, eta: 1 day, 6:47:55, time: 0.570, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1827, s0.acc: 93.8735, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2243, s1.loss_cls: 0.0876, s1.acc: 93.9254, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1135, s2.loss_cls: 0.0431, s2.acc: 93.8727, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0541, loss: 1.1597 2022-09-17 14:47:12,401 - mmdet - INFO - Epoch [10][3850/7330] lr: 1.000e-04, eta: 1 day, 6:47:25, time: 0.560, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1897, s0.acc: 93.5139, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2304, s1.loss_cls: 0.0926, s1.acc: 93.5846, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1162, s2.loss_cls: 0.0446, s2.acc: 93.6384, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0552, loss: 1.2035 2022-09-17 14:47:40,327 - mmdet - INFO - Epoch [10][3900/7330] lr: 1.000e-04, eta: 1 day, 6:46:54, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1856, s0.acc: 93.7051, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2337, s1.loss_cls: 0.0906, s1.acc: 93.6831, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1188, s2.loss_cls: 0.0445, s2.acc: 93.6889, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0561, loss: 1.1956 2022-09-17 14:48:08,344 - mmdet - INFO - Epoch [10][3950/7330] lr: 1.000e-04, eta: 1 day, 6:46:24, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1894, s0.acc: 93.7065, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2313, s1.loss_cls: 0.0913, s1.acc: 93.7413, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1161, s2.loss_cls: 0.0448, s2.acc: 93.6217, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0551, loss: 1.1873 2022-09-17 14:48:36,450 - mmdet - INFO - Epoch [10][4000/7330] lr: 1.000e-04, eta: 1 day, 6:45:55, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1805, s0.acc: 93.9075, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2292, s1.loss_cls: 0.0885, s1.acc: 93.8991, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1144, s2.loss_cls: 0.0435, s2.acc: 93.7903, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0547, loss: 1.1611 2022-09-17 14:49:04,330 - mmdet - INFO - Epoch [10][4050/7330] lr: 1.000e-04, eta: 1 day, 6:45:24, time: 0.558, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1871, s0.acc: 93.6526, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2276, s1.loss_cls: 0.0910, s1.acc: 93.6119, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1157, s2.loss_cls: 0.0445, s2.acc: 93.5333, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0558, loss: 1.1818 2022-09-17 14:49:32,615 - mmdet - INFO - Epoch [10][4100/7330] lr: 1.000e-04, eta: 1 day, 6:44:55, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1890, s0.acc: 93.7424, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2316, s1.loss_cls: 0.0918, s1.acc: 93.7283, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1172, s2.loss_cls: 0.0451, s2.acc: 93.6904, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0558, loss: 1.2037 2022-09-17 14:50:00,255 - mmdet - INFO - Epoch [10][4150/7330] lr: 1.000e-04, eta: 1 day, 6:44:24, time: 0.552, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1883, s0.acc: 93.7056, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2309, s1.loss_cls: 0.0905, s1.acc: 93.7728, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1164, s2.loss_cls: 0.0440, s2.acc: 93.7445, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0554, loss: 1.1878 2022-09-17 14:50:28,887 - mmdet - INFO - Epoch [10][4200/7330] lr: 1.000e-04, eta: 1 day, 6:43:55, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1945, s0.acc: 93.4136, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2334, s1.loss_cls: 0.0954, s1.acc: 93.4085, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1187, s2.loss_cls: 0.0466, s2.acc: 93.4059, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0568, loss: 1.2136 2022-09-17 14:50:57,377 - mmdet - INFO - Epoch [10][4250/7330] lr: 1.000e-04, eta: 1 day, 6:43:26, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1935, s0.acc: 93.5405, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2325, s1.loss_cls: 0.0926, s1.acc: 93.6214, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1181, s2.loss_cls: 0.0451, s2.acc: 93.5377, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0557, loss: 1.2199 2022-09-17 14:51:25,282 - mmdet - INFO - Epoch [10][4300/7330] lr: 1.000e-04, eta: 1 day, 6:42:56, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1762, s0.acc: 94.0566, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2266, s1.loss_cls: 0.0857, s1.acc: 94.0446, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1157, s2.loss_cls: 0.0420, s2.acc: 93.9465, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0553, loss: 1.1522 2022-09-17 14:51:53,165 - mmdet - INFO - Epoch [10][4350/7330] lr: 1.000e-04, eta: 1 day, 6:42:26, time: 0.558, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1804, s0.acc: 93.9907, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2212, s1.loss_cls: 0.0865, s1.acc: 94.1366, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1117, s2.loss_cls: 0.0417, s2.acc: 94.1154, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0531, loss: 1.1335 2022-09-17 14:52:20,999 - mmdet - INFO - Epoch [10][4400/7330] lr: 1.000e-04, eta: 1 day, 6:41:55, time: 0.557, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1870, s0.acc: 93.7288, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2278, s1.loss_cls: 0.0912, s1.acc: 93.8233, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1152, s2.loss_cls: 0.0442, s2.acc: 93.8023, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0551, loss: 1.1850 2022-09-17 14:52:48,590 - mmdet - INFO - Epoch [10][4450/7330] lr: 1.000e-04, eta: 1 day, 6:41:24, time: 0.552, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1899, s0.acc: 93.6414, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2329, s1.loss_cls: 0.0913, s1.acc: 93.7545, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1188, s2.loss_cls: 0.0445, s2.acc: 93.7541, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0563, loss: 1.2030 2022-09-17 14:53:17,075 - mmdet - INFO - Epoch [10][4500/7330] lr: 1.000e-04, eta: 1 day, 6:40:55, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1917, s0.acc: 93.5376, s0.loss_bbox: 0.2500, s0.loss_mask: 0.2263, s1.loss_cls: 0.0922, s1.acc: 93.6583, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1144, s2.loss_cls: 0.0452, s2.acc: 93.5947, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0546, loss: 1.1962 2022-09-17 14:53:45,479 - mmdet - INFO - Epoch [10][4550/7330] lr: 1.000e-04, eta: 1 day, 6:40:26, time: 0.568, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1809, s0.acc: 93.9058, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2324, s1.loss_cls: 0.0872, s1.acc: 93.9611, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1166, s2.loss_cls: 0.0425, s2.acc: 93.9349, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0549, loss: 1.1752 2022-09-17 14:54:13,794 - mmdet - INFO - Epoch [10][4600/7330] lr: 1.000e-04, eta: 1 day, 6:39:57, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1890, s0.acc: 93.6509, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2274, s1.loss_cls: 0.0914, s1.acc: 93.7086, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1135, s2.loss_cls: 0.0446, s2.acc: 93.7566, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0539, loss: 1.1874 2022-09-17 14:54:42,029 - mmdet - INFO - Epoch [10][4650/7330] lr: 1.000e-04, eta: 1 day, 6:39:28, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1867, s0.acc: 93.7454, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2241, s1.loss_cls: 0.0910, s1.acc: 93.6809, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1128, s2.loss_cls: 0.0446, s2.acc: 93.6590, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0534, loss: 1.1732 2022-09-17 14:55:09,789 - mmdet - INFO - Epoch [10][4700/7330] lr: 1.000e-04, eta: 1 day, 6:38:57, time: 0.556, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1710, s0.acc: 94.1902, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2232, s1.loss_cls: 0.0833, s1.acc: 94.2156, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1131, s2.loss_cls: 0.0405, s2.acc: 94.2031, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0536, loss: 1.1263 2022-09-17 14:55:37,928 - mmdet - INFO - Epoch [10][4750/7330] lr: 1.000e-04, eta: 1 day, 6:38:27, time: 0.563, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1833, s0.acc: 93.8330, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2271, s1.loss_cls: 0.0887, s1.acc: 93.8400, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1149, s2.loss_cls: 0.0432, s2.acc: 93.8681, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0547, loss: 1.1711 2022-09-17 14:56:06,098 - mmdet - INFO - Epoch [10][4800/7330] lr: 1.000e-04, eta: 1 day, 6:37:58, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1882, s0.acc: 93.7893, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2287, s1.loss_cls: 0.0903, s1.acc: 93.8537, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1151, s2.loss_cls: 0.0437, s2.acc: 93.8554, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0551, loss: 1.1803 2022-09-17 14:56:34,135 - mmdet - INFO - Epoch [10][4850/7330] lr: 1.000e-04, eta: 1 day, 6:37:28, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1803, s0.acc: 93.9861, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2277, s1.loss_cls: 0.0877, s1.acc: 93.9367, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1163, s2.loss_cls: 0.0429, s2.acc: 93.9151, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0554, loss: 1.1678 2022-09-17 14:57:02,790 - mmdet - INFO - Epoch [10][4900/7330] lr: 1.000e-04, eta: 1 day, 6:36:59, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1742, s0.acc: 94.1780, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2242, s1.loss_cls: 0.0845, s1.acc: 94.1255, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1133, s2.loss_cls: 0.0412, s2.acc: 94.0565, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0541, loss: 1.1359 2022-09-17 14:57:30,862 - mmdet - INFO - Epoch [10][4950/7330] lr: 1.000e-04, eta: 1 day, 6:36:30, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1808, s0.acc: 93.8123, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2238, s1.loss_cls: 0.0874, s1.acc: 93.9174, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1133, s2.loss_cls: 0.0430, s2.acc: 93.8022, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0539, loss: 1.1630 2022-09-17 14:57:59,059 - mmdet - INFO - Epoch [10][5000/7330] lr: 1.000e-04, eta: 1 day, 6:36:00, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2013, s0.acc: 93.2771, s0.loss_bbox: 0.2579, s0.loss_mask: 0.2337, s1.loss_cls: 0.0974, s1.acc: 93.2951, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1199, s2.loss_cls: 0.0480, s2.acc: 93.2729, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0570, loss: 1.2419 2022-09-17 14:58:27,171 - mmdet - INFO - Epoch [10][5050/7330] lr: 1.000e-04, eta: 1 day, 6:35:30, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1860, s0.acc: 93.7302, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2243, s1.loss_cls: 0.0903, s1.acc: 93.7512, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1140, s2.loss_cls: 0.0440, s2.acc: 93.6194, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0542, loss: 1.1742 2022-09-17 14:58:55,199 - mmdet - INFO - Epoch [10][5100/7330] lr: 1.000e-04, eta: 1 day, 6:35:00, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1964, s0.acc: 93.3882, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2322, s1.loss_cls: 0.0935, s1.acc: 93.5331, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1165, s2.loss_cls: 0.0459, s2.acc: 93.5372, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0557, loss: 1.2216 2022-09-17 14:59:23,248 - mmdet - INFO - Epoch [10][5150/7330] lr: 1.000e-04, eta: 1 day, 6:34:30, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1825, s0.acc: 93.7854, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2293, s1.loss_cls: 0.0889, s1.acc: 93.7624, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1163, s2.loss_cls: 0.0434, s2.acc: 93.6775, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0555, loss: 1.1841 2022-09-17 14:59:50,903 - mmdet - INFO - Epoch [10][5200/7330] lr: 1.000e-04, eta: 1 day, 6:33:59, time: 0.553, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1759, s0.acc: 94.0977, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2256, s1.loss_cls: 0.0856, s1.acc: 94.1589, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1136, s2.loss_cls: 0.0421, s2.acc: 94.0506, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0543, loss: 1.1392 2022-09-17 15:00:19,067 - mmdet - INFO - Epoch [10][5250/7330] lr: 1.000e-04, eta: 1 day, 6:33:30, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1769, s0.acc: 93.9644, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2230, s1.loss_cls: 0.0853, s1.acc: 94.1231, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1121, s2.loss_cls: 0.0420, s2.acc: 93.9993, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0531, loss: 1.1439 2022-09-17 15:00:47,113 - mmdet - INFO - Epoch [10][5300/7330] lr: 1.000e-04, eta: 1 day, 6:33:00, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1844, s0.acc: 93.8589, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2261, s1.loss_cls: 0.0888, s1.acc: 93.8446, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1137, s2.loss_cls: 0.0436, s2.acc: 93.7952, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0537, loss: 1.1672 2022-09-17 15:01:14,920 - mmdet - INFO - Epoch [10][5350/7330] lr: 1.000e-04, eta: 1 day, 6:32:29, time: 0.556, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1729, s0.acc: 94.1418, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2177, s1.loss_cls: 0.0841, s1.acc: 94.1811, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1104, s2.loss_cls: 0.0412, s2.acc: 94.1765, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0529, loss: 1.1189 2022-09-17 15:01:43,229 - mmdet - INFO - Epoch [10][5400/7330] lr: 1.000e-04, eta: 1 day, 6:32:00, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1830, s0.acc: 93.8435, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2286, s1.loss_cls: 0.0883, s1.acc: 93.9215, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1158, s2.loss_cls: 0.0427, s2.acc: 93.9399, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0552, loss: 1.1681 2022-09-17 15:02:11,437 - mmdet - INFO - Epoch [10][5450/7330] lr: 1.000e-04, eta: 1 day, 6:31:31, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1759, s0.acc: 94.0396, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2231, s1.loss_cls: 0.0855, s1.acc: 94.1136, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1133, s2.loss_cls: 0.0419, s2.acc: 94.0014, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0539, loss: 1.1416 2022-09-17 15:02:39,108 - mmdet - INFO - Epoch [10][5500/7330] lr: 1.000e-04, eta: 1 day, 6:31:00, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1758, s0.acc: 94.2043, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2239, s1.loss_cls: 0.0839, s1.acc: 94.2616, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1130, s2.loss_cls: 0.0414, s2.acc: 94.2440, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0536, loss: 1.1325 2022-09-17 15:03:07,090 - mmdet - INFO - Epoch [10][5550/7330] lr: 1.000e-04, eta: 1 day, 6:30:30, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1849, s0.acc: 93.7803, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2355, s1.loss_cls: 0.0906, s1.acc: 93.7213, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1182, s2.loss_cls: 0.0443, s2.acc: 93.6721, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0560, loss: 1.1938 2022-09-17 15:03:35,209 - mmdet - INFO - Epoch [10][5600/7330] lr: 1.000e-04, eta: 1 day, 6:30:00, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1780, s0.acc: 93.9795, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2245, s1.loss_cls: 0.0867, s1.acc: 93.9939, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1125, s2.loss_cls: 0.0421, s2.acc: 94.0460, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0537, loss: 1.1395 2022-09-17 15:04:03,272 - mmdet - INFO - Epoch [10][5650/7330] lr: 1.000e-04, eta: 1 day, 6:29:30, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1755, s0.acc: 93.9797, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2212, s1.loss_cls: 0.0855, s1.acc: 93.9869, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1114, s2.loss_cls: 0.0426, s2.acc: 93.7836, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0530, loss: 1.1497 2022-09-17 15:04:31,491 - mmdet - INFO - Epoch [10][5700/7330] lr: 1.000e-04, eta: 1 day, 6:29:01, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1772, s0.acc: 93.9885, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2255, s1.loss_cls: 0.0863, s1.acc: 94.0768, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1141, s2.loss_cls: 0.0424, s2.acc: 93.9684, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0542, loss: 1.1431 2022-09-17 15:05:00,416 - mmdet - INFO - Epoch [10][5750/7330] lr: 1.000e-04, eta: 1 day, 6:28:33, time: 0.579, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1967, s0.acc: 93.4824, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2351, s1.loss_cls: 0.0946, s1.acc: 93.5690, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1187, s2.loss_cls: 0.0461, s2.acc: 93.5623, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0563, loss: 1.2213 2022-09-17 15:05:28,366 - mmdet - INFO - Epoch [10][5800/7330] lr: 1.000e-04, eta: 1 day, 6:28:03, time: 0.559, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1949, s0.acc: 93.3132, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2288, s1.loss_cls: 0.0945, s1.acc: 93.3250, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1158, s2.loss_cls: 0.0463, s2.acc: 93.3190, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0546, loss: 1.2164 2022-09-17 15:05:56,679 - mmdet - INFO - Epoch [10][5850/7330] lr: 1.000e-04, eta: 1 day, 6:27:34, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1775, s0.acc: 93.9265, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2267, s1.loss_cls: 0.0862, s1.acc: 94.0236, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1139, s2.loss_cls: 0.0425, s2.acc: 93.8610, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0537, loss: 1.1580 2022-09-17 15:06:25,221 - mmdet - INFO - Epoch [10][5900/7330] lr: 1.000e-04, eta: 1 day, 6:27:05, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1846, s0.acc: 93.8560, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2267, s1.loss_cls: 0.0884, s1.acc: 93.9043, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1138, s2.loss_cls: 0.0442, s2.acc: 93.8249, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0537, loss: 1.1658 2022-09-17 15:06:53,548 - mmdet - INFO - Epoch [10][5950/7330] lr: 1.000e-04, eta: 1 day, 6:26:36, time: 0.567, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1910, s0.acc: 93.6274, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2229, s1.loss_cls: 0.0915, s1.acc: 93.7126, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1120, s2.loss_cls: 0.0446, s2.acc: 93.6826, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0536, loss: 1.1790 2022-09-17 15:07:21,894 - mmdet - INFO - Epoch [10][6000/7330] lr: 1.000e-04, eta: 1 day, 6:26:07, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1805, s0.acc: 93.9338, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2210, s1.loss_cls: 0.0873, s1.acc: 94.0294, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1125, s2.loss_cls: 0.0433, s2.acc: 93.7898, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0533, loss: 1.1570 2022-09-17 15:07:50,147 - mmdet - INFO - Epoch [10][6050/7330] lr: 1.000e-04, eta: 1 day, 6:25:38, time: 0.564, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1890, s0.acc: 93.7666, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2319, s1.loss_cls: 0.0925, s1.acc: 93.7512, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1164, s2.loss_cls: 0.0451, s2.acc: 93.7106, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0552, loss: 1.1977 2022-09-17 15:08:19,074 - mmdet - INFO - Epoch [10][6100/7330] lr: 1.000e-04, eta: 1 day, 6:25:10, time: 0.579, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1931, s0.acc: 93.5564, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2296, s1.loss_cls: 0.0926, s1.acc: 93.6629, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1171, s2.loss_cls: 0.0454, s2.acc: 93.5475, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0561, loss: 1.2071 2022-09-17 15:08:46,967 - mmdet - INFO - Epoch [10][6150/7330] lr: 1.000e-04, eta: 1 day, 6:24:40, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1860, s0.acc: 93.8003, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2251, s1.loss_cls: 0.0891, s1.acc: 93.8485, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1140, s2.loss_cls: 0.0433, s2.acc: 93.8687, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0543, loss: 1.1641 2022-09-17 15:09:15,179 - mmdet - INFO - Epoch [10][6200/7330] lr: 1.000e-04, eta: 1 day, 6:24:10, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1889, s0.acc: 93.6270, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2325, s1.loss_cls: 0.0921, s1.acc: 93.6028, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1176, s2.loss_cls: 0.0449, s2.acc: 93.6189, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0562, loss: 1.1947 2022-09-17 15:09:43,182 - mmdet - INFO - Epoch [10][6250/7330] lr: 1.000e-04, eta: 1 day, 6:23:40, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1822, s0.acc: 93.8220, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2294, s1.loss_cls: 0.0879, s1.acc: 93.8556, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1163, s2.loss_cls: 0.0428, s2.acc: 93.8805, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0548, loss: 1.1643 2022-09-17 15:10:10,651 - mmdet - INFO - Epoch [10][6300/7330] lr: 1.000e-04, eta: 1 day, 6:23:09, time: 0.549, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1840, s0.acc: 93.8298, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2282, s1.loss_cls: 0.0880, s1.acc: 93.9102, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1146, s2.loss_cls: 0.0435, s2.acc: 93.8593, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0547, loss: 1.1758 2022-09-17 15:10:38,531 - mmdet - INFO - Epoch [10][6350/7330] lr: 1.000e-04, eta: 1 day, 6:22:39, time: 0.558, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1830, s0.acc: 93.7290, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2316, s1.loss_cls: 0.0887, s1.acc: 93.7268, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1175, s2.loss_cls: 0.0437, s2.acc: 93.6571, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0562, loss: 1.1920 2022-09-17 15:11:06,610 - mmdet - INFO - Epoch [10][6400/7330] lr: 1.000e-04, eta: 1 day, 6:22:09, time: 0.562, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1723, s0.acc: 94.1819, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2237, s1.loss_cls: 0.0845, s1.acc: 94.1042, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1137, s2.loss_cls: 0.0417, s2.acc: 94.0207, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0544, loss: 1.1242 2022-09-17 15:11:34,723 - mmdet - INFO - Epoch [10][6450/7330] lr: 1.000e-04, eta: 1 day, 6:21:39, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1844, s0.acc: 93.7915, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2176, s1.loss_cls: 0.0887, s1.acc: 93.7964, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1113, s2.loss_cls: 0.0435, s2.acc: 93.7709, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0535, loss: 1.1618 2022-09-17 15:12:02,826 - mmdet - INFO - Epoch [10][6500/7330] lr: 1.000e-04, eta: 1 day, 6:21:10, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1845, s0.acc: 93.8337, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2259, s1.loss_cls: 0.0903, s1.acc: 93.7498, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1127, s2.loss_cls: 0.0443, s2.acc: 93.6754, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0536, loss: 1.1744 2022-09-17 15:12:30,519 - mmdet - INFO - Epoch [10][6550/7330] lr: 1.000e-04, eta: 1 day, 6:20:39, time: 0.553, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1855, s0.acc: 93.6541, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2286, s1.loss_cls: 0.0905, s1.acc: 93.6366, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1159, s2.loss_cls: 0.0440, s2.acc: 93.6730, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0550, loss: 1.1835 2022-09-17 15:12:58,485 - mmdet - INFO - Epoch [10][6600/7330] lr: 1.000e-04, eta: 1 day, 6:20:09, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1819, s0.acc: 93.9119, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2206, s1.loss_cls: 0.0885, s1.acc: 93.8986, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1121, s2.loss_cls: 0.0430, s2.acc: 93.8458, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0539, loss: 1.1437 2022-09-17 15:13:26,230 - mmdet - INFO - Epoch [10][6650/7330] lr: 1.000e-04, eta: 1 day, 6:19:38, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1850, s0.acc: 93.7673, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2269, s1.loss_cls: 0.0894, s1.acc: 93.8107, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1150, s2.loss_cls: 0.0426, s2.acc: 93.9295, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0545, loss: 1.1630 2022-09-17 15:13:55,213 - mmdet - INFO - Epoch [10][6700/7330] lr: 1.000e-04, eta: 1 day, 6:19:11, time: 0.580, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1862, s0.acc: 93.8098, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2281, s1.loss_cls: 0.0904, s1.acc: 93.8504, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1143, s2.loss_cls: 0.0444, s2.acc: 93.7377, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0545, loss: 1.1845 2022-09-17 15:14:23,366 - mmdet - INFO - Epoch [10][6750/7330] lr: 1.000e-04, eta: 1 day, 6:18:41, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1925, s0.acc: 93.5386, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2251, s1.loss_cls: 0.0938, s1.acc: 93.5740, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1153, s2.loss_cls: 0.0460, s2.acc: 93.4497, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0551, loss: 1.2000 2022-09-17 15:14:51,703 - mmdet - INFO - Epoch [10][6800/7330] lr: 1.000e-04, eta: 1 day, 6:18:12, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1866, s0.acc: 93.8335, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2212, s1.loss_cls: 0.0906, s1.acc: 93.8607, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1110, s2.loss_cls: 0.0444, s2.acc: 93.6929, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0529, loss: 1.1549 2022-09-17 15:15:19,966 - mmdet - INFO - Epoch [10][6850/7330] lr: 1.000e-04, eta: 1 day, 6:17:43, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1885, s0.acc: 93.7407, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2233, s1.loss_cls: 0.0920, s1.acc: 93.6899, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1119, s2.loss_cls: 0.0452, s2.acc: 93.5813, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0531, loss: 1.1769 2022-09-17 15:15:48,101 - mmdet - INFO - Epoch [10][6900/7330] lr: 1.000e-04, eta: 1 day, 6:17:13, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1949, s0.acc: 93.4941, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2293, s1.loss_cls: 0.0952, s1.acc: 93.4810, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1164, s2.loss_cls: 0.0467, s2.acc: 93.3564, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0552, loss: 1.2094 2022-09-17 15:16:16,546 - mmdet - INFO - Epoch [10][6950/7330] lr: 1.000e-04, eta: 1 day, 6:16:44, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1864, s0.acc: 93.7385, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2275, s1.loss_cls: 0.0908, s1.acc: 93.7993, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1161, s2.loss_cls: 0.0437, s2.acc: 93.8041, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0557, loss: 1.1816 2022-09-17 15:16:44,771 - mmdet - INFO - Epoch [10][7000/7330] lr: 1.000e-04, eta: 1 day, 6:16:15, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1833, s0.acc: 93.9165, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2211, s1.loss_cls: 0.0884, s1.acc: 94.0358, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1131, s2.loss_cls: 0.0435, s2.acc: 93.8077, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0541, loss: 1.1651 2022-09-17 15:17:13,400 - mmdet - INFO - Epoch [10][7050/7330] lr: 1.000e-04, eta: 1 day, 6:15:47, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1808, s0.acc: 93.8359, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2328, s1.loss_cls: 0.0872, s1.acc: 93.8750, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1176, s2.loss_cls: 0.0432, s2.acc: 93.8168, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0562, loss: 1.1755 2022-09-17 15:17:41,480 - mmdet - INFO - Epoch [10][7100/7330] lr: 1.000e-04, eta: 1 day, 6:15:17, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1977, s0.acc: 93.3469, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2357, s1.loss_cls: 0.0966, s1.acc: 93.3114, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1197, s2.loss_cls: 0.0465, s2.acc: 93.2704, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0565, loss: 1.2247 2022-09-17 15:18:09,343 - mmdet - INFO - Epoch [10][7150/7330] lr: 1.000e-04, eta: 1 day, 6:14:47, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1779, s0.acc: 94.0291, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2255, s1.loss_cls: 0.0850, s1.acc: 94.1010, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1144, s2.loss_cls: 0.0411, s2.acc: 94.0904, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0546, loss: 1.1511 2022-09-17 15:18:37,105 - mmdet - INFO - Epoch [10][7200/7330] lr: 1.000e-04, eta: 1 day, 6:14:16, time: 0.557, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1794, s0.acc: 94.0562, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2301, s1.loss_cls: 0.0871, s1.acc: 94.0334, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1159, s2.loss_cls: 0.0423, s2.acc: 94.1241, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0554, loss: 1.1509 2022-09-17 15:19:05,308 - mmdet - INFO - Epoch [10][7250/7330] lr: 1.000e-04, eta: 1 day, 6:13:47, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1880, s0.acc: 93.7036, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2259, s1.loss_cls: 0.0903, s1.acc: 93.8030, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1148, s2.loss_cls: 0.0438, s2.acc: 93.8406, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0549, loss: 1.1754 2022-09-17 15:19:33,846 - mmdet - INFO - Epoch [10][7300/7330] lr: 1.000e-04, eta: 1 day, 6:13:18, time: 0.571, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1828, s0.acc: 93.7764, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2250, s1.loss_cls: 0.0877, s1.acc: 93.8704, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1134, s2.loss_cls: 0.0422, s2.acc: 93.9704, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0540, loss: 1.1610 2022-09-17 15:20:00,050 - mmdet - INFO - Saving checkpoint at 10 epochs 2022-09-17 15:21:49,406 - mmdet - INFO - Evaluating bbox... 2022-09-17 15:22:18,108 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.453 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.642 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.489 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 ] = 0.485 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.605 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 ] = 0.409 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.761 2022-09-17 15:22:18,109 - mmdet - INFO - Evaluating segm... 2022-09-17 15:22:52,136 - 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 ] = 0.615 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.424 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.203 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.426 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 ] = 0.522 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 ] = 0.331 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.697 2022-09-17 15:22:52,687 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 15:22:52,687 - mmdet - INFO - Epoch(val) [10][313] bbox_mAP: 0.4530, bbox_mAP_50: 0.6420, bbox_mAP_75: 0.4890, bbox_mAP_s: 0.2830, bbox_mAP_m: 0.4850, bbox_mAP_l: 0.6050, bbox_mAP_copypaste: 0.453 0.642 0.489 0.283 0.485 0.605, segm_mAP: 0.3940, segm_mAP_50: 0.6150, segm_mAP_75: 0.4240, segm_mAP_s: 0.2030, segm_mAP_m: 0.4260, segm_mAP_l: 0.5890, segm_mAP_copypaste: 0.394 0.615 0.424 0.203 0.426 0.589 2022-09-17 15:25:01,063 - mmdet - INFO - Epoch [11][50/7330] lr: 1.000e-04, eta: 1 day, 6:16:07, time: 2.565, data_time: 1.990, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1755, s0.acc: 93.9849, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2242, s1.loss_cls: 0.0848, s1.acc: 93.9703, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1135, s2.loss_cls: 0.0420, s2.acc: 93.8605, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0546, loss: 1.1515 2022-09-17 15:25:29,544 - mmdet - INFO - Epoch [11][100/7330] lr: 1.000e-04, eta: 1 day, 6:15:38, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1711, s0.acc: 94.2012, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2142, s1.loss_cls: 0.0824, s1.acc: 94.3177, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1095, s2.loss_cls: 0.0403, s2.acc: 94.1924, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0522, loss: 1.1148 2022-09-17 15:25:57,745 - mmdet - INFO - Epoch [11][150/7330] lr: 1.000e-04, eta: 1 day, 6:15:09, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1769, s0.acc: 93.9668, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2284, s1.loss_cls: 0.0856, s1.acc: 94.0170, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1143, s2.loss_cls: 0.0423, s2.acc: 93.8712, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0544, loss: 1.1510 2022-09-17 15:26:26,763 - mmdet - INFO - Epoch [11][200/7330] lr: 1.000e-04, eta: 1 day, 6:14:41, time: 0.580, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1766, s0.acc: 93.8652, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2215, s1.loss_cls: 0.0858, s1.acc: 93.9593, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1123, s2.loss_cls: 0.0423, s2.acc: 93.7770, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0536, loss: 1.1495 2022-09-17 15:26:54,783 - mmdet - INFO - Epoch [11][250/7330] lr: 1.000e-04, eta: 1 day, 6:14:11, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1756, s0.acc: 93.9795, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2227, s1.loss_cls: 0.0866, s1.acc: 93.8769, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1126, s2.loss_cls: 0.0428, s2.acc: 93.8243, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0535, loss: 1.1293 2022-09-17 15:27:23,614 - mmdet - INFO - Epoch [11][300/7330] lr: 1.000e-04, eta: 1 day, 6:13:43, time: 0.577, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1733, s0.acc: 94.0959, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2165, s1.loss_cls: 0.0848, s1.acc: 94.1230, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1104, s2.loss_cls: 0.0416, s2.acc: 94.0571, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0527, loss: 1.1201 2022-09-17 15:27:51,443 - mmdet - INFO - Epoch [11][350/7330] lr: 1.000e-04, eta: 1 day, 6:13:12, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1746, s0.acc: 94.1028, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2216, s1.loss_cls: 0.0840, s1.acc: 94.1741, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1119, s2.loss_cls: 0.0412, s2.acc: 94.1533, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0537, loss: 1.1293 2022-09-17 15:28:19,760 - mmdet - INFO - Epoch [11][400/7330] lr: 1.000e-04, eta: 1 day, 6:12:43, time: 0.566, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1831, s0.acc: 93.8386, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2285, s1.loss_cls: 0.0881, s1.acc: 93.9207, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1157, s2.loss_cls: 0.0423, s2.acc: 93.8871, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0555, loss: 1.1774 2022-09-17 15:28:48,555 - mmdet - INFO - Epoch [11][450/7330] lr: 1.000e-04, eta: 1 day, 6:12:15, time: 0.576, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1757, s0.acc: 94.0591, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2258, s1.loss_cls: 0.0856, s1.acc: 94.1283, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1144, s2.loss_cls: 0.0419, s2.acc: 94.1634, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0545, loss: 1.1477 2022-09-17 15:29:16,470 - mmdet - INFO - Epoch [11][500/7330] lr: 1.000e-04, eta: 1 day, 6:11:45, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1862, s0.acc: 93.8643, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2256, s1.loss_cls: 0.0897, s1.acc: 93.9174, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1136, s2.loss_cls: 0.0441, s2.acc: 93.7886, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0541, loss: 1.1712 2022-09-17 15:29:45,098 - mmdet - INFO - Epoch [11][550/7330] lr: 1.000e-04, eta: 1 day, 6:11:16, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1885, s0.acc: 93.6372, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2280, s1.loss_cls: 0.0901, s1.acc: 93.6897, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1150, s2.loss_cls: 0.0439, s2.acc: 93.6500, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0545, loss: 1.1916 2022-09-17 15:30:13,381 - mmdet - INFO - Epoch [11][600/7330] lr: 1.000e-04, eta: 1 day, 6:10:47, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1808, s0.acc: 93.8904, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2295, s1.loss_cls: 0.0868, s1.acc: 94.0698, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1168, s2.loss_cls: 0.0424, s2.acc: 94.0627, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0554, loss: 1.1557 2022-09-17 15:30:41,803 - mmdet - INFO - Epoch [11][650/7330] lr: 1.000e-04, eta: 1 day, 6:10:18, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1797, s0.acc: 93.8486, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2277, s1.loss_cls: 0.0872, s1.acc: 93.8901, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1146, s2.loss_cls: 0.0431, s2.acc: 93.8051, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0545, loss: 1.1687 2022-09-17 15:31:10,125 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 15:31:10,125 - mmdet - INFO - Epoch [11][700/7330] lr: 1.000e-04, eta: 1 day, 6:09:48, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1787, s0.acc: 93.8491, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2256, s1.loss_cls: 0.0865, s1.acc: 93.8741, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1138, s2.loss_cls: 0.0425, s2.acc: 93.8966, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0540, loss: 1.1630 2022-09-17 15:31:38,014 - mmdet - INFO - Epoch [11][750/7330] lr: 1.000e-04, eta: 1 day, 6:09:18, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1801, s0.acc: 93.8782, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2299, s1.loss_cls: 0.0872, s1.acc: 93.9194, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1160, s2.loss_cls: 0.0426, s2.acc: 93.8374, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0552, loss: 1.1686 2022-09-17 15:32:06,471 - mmdet - INFO - Epoch [11][800/7330] lr: 1.000e-04, eta: 1 day, 6:08:49, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1799, s0.acc: 93.9597, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2222, s1.loss_cls: 0.0856, s1.acc: 94.0783, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1127, s2.loss_cls: 0.0418, s2.acc: 94.0510, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0539, loss: 1.1460 2022-09-17 15:32:34,812 - mmdet - INFO - Epoch [11][850/7330] lr: 1.000e-04, eta: 1 day, 6:08:20, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1817, s0.acc: 93.8218, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2235, s1.loss_cls: 0.0873, s1.acc: 93.8556, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1136, s2.loss_cls: 0.0430, s2.acc: 93.7966, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0541, loss: 1.1597 2022-09-17 15:33:03,740 - mmdet - INFO - Epoch [11][900/7330] lr: 1.000e-04, eta: 1 day, 6:07:52, time: 0.579, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1841, s0.acc: 93.7891, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2268, s1.loss_cls: 0.0887, s1.acc: 93.8410, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1146, s2.loss_cls: 0.0437, s2.acc: 93.7759, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0545, loss: 1.1718 2022-09-17 15:33:32,224 - mmdet - INFO - Epoch [11][950/7330] lr: 1.000e-04, eta: 1 day, 6:07:23, time: 0.569, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1776, s0.acc: 93.8926, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2282, s1.loss_cls: 0.0859, s1.acc: 93.9134, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1151, s2.loss_cls: 0.0421, s2.acc: 93.9148, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0550, loss: 1.1604 2022-09-17 15:33:59,770 - mmdet - INFO - Epoch [11][1000/7330] lr: 1.000e-04, eta: 1 day, 6:06:52, time: 0.551, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1825, s0.acc: 93.7988, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2349, s1.loss_cls: 0.0885, s1.acc: 93.8366, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1186, s2.loss_cls: 0.0434, s2.acc: 93.7363, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0559, loss: 1.1926 2022-09-17 15:34:28,106 - mmdet - INFO - Epoch [11][1050/7330] lr: 1.000e-04, eta: 1 day, 6:06:23, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1801, s0.acc: 93.7410, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2270, s1.loss_cls: 0.0874, s1.acc: 93.6963, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1145, s2.loss_cls: 0.0428, s2.acc: 93.7398, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0548, loss: 1.1776 2022-09-17 15:34:55,947 - mmdet - INFO - Epoch [11][1100/7330] lr: 1.000e-04, eta: 1 day, 6:05:52, time: 0.557, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1742, s0.acc: 94.1169, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2190, s1.loss_cls: 0.0840, s1.acc: 94.2207, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1115, s2.loss_cls: 0.0409, s2.acc: 94.2048, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0530, loss: 1.1352 2022-09-17 15:35:24,241 - mmdet - INFO - Epoch [11][1150/7330] lr: 1.000e-04, eta: 1 day, 6:05:23, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1714, s0.acc: 94.1323, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2205, s1.loss_cls: 0.0826, s1.acc: 94.2203, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1130, s2.loss_cls: 0.0411, s2.acc: 94.0469, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0539, loss: 1.1355 2022-09-17 15:35:52,380 - mmdet - INFO - Epoch [11][1200/7330] lr: 1.000e-04, eta: 1 day, 6:04:53, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1777, s0.acc: 93.8833, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2207, s1.loss_cls: 0.0855, s1.acc: 93.9810, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1125, s2.loss_cls: 0.0423, s2.acc: 93.8869, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0536, loss: 1.1534 2022-09-17 15:36:20,072 - mmdet - INFO - Epoch [11][1250/7330] lr: 1.000e-04, eta: 1 day, 6:04:22, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1816, s0.acc: 93.9058, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2269, s1.loss_cls: 0.0878, s1.acc: 93.9283, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1146, s2.loss_cls: 0.0427, s2.acc: 93.8536, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0548, loss: 1.1615 2022-09-17 15:36:48,677 - mmdet - INFO - Epoch [11][1300/7330] lr: 1.000e-04, eta: 1 day, 6:03:54, time: 0.572, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1857, s0.acc: 93.7134, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2263, s1.loss_cls: 0.0904, s1.acc: 93.6716, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1154, s2.loss_cls: 0.0444, s2.acc: 93.6287, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0555, loss: 1.1804 2022-09-17 15:37:16,646 - mmdet - INFO - Epoch [11][1350/7330] lr: 1.000e-04, eta: 1 day, 6:03:23, time: 0.559, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1862, s0.acc: 93.6982, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2293, s1.loss_cls: 0.0894, s1.acc: 93.7165, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1146, s2.loss_cls: 0.0433, s2.acc: 93.7300, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0540, loss: 1.1922 2022-09-17 15:37:45,557 - mmdet - INFO - Epoch [11][1400/7330] lr: 1.000e-04, eta: 1 day, 6:02:56, time: 0.579, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1875, s0.acc: 93.5881, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2287, s1.loss_cls: 0.0914, s1.acc: 93.6058, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1149, s2.loss_cls: 0.0447, s2.acc: 93.5936, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0547, loss: 1.1884 2022-09-17 15:38:13,824 - mmdet - INFO - Epoch [11][1450/7330] lr: 1.000e-04, eta: 1 day, 6:02:26, time: 0.565, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1770, s0.acc: 94.0334, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2211, s1.loss_cls: 0.0849, s1.acc: 94.1422, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1123, s2.loss_cls: 0.0418, s2.acc: 94.0978, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0537, loss: 1.1499 2022-09-17 15:38:42,140 - mmdet - INFO - Epoch [11][1500/7330] lr: 1.000e-04, eta: 1 day, 6:01:57, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1867, s0.acc: 93.6194, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2272, s1.loss_cls: 0.0904, s1.acc: 93.6613, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1145, s2.loss_cls: 0.0439, s2.acc: 93.7577, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0545, loss: 1.1872 2022-09-17 15:39:10,170 - mmdet - INFO - Epoch [11][1550/7330] lr: 1.000e-04, eta: 1 day, 6:01:27, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1885, s0.acc: 93.6677, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2254, s1.loss_cls: 0.0915, s1.acc: 93.7147, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1137, s2.loss_cls: 0.0449, s2.acc: 93.6638, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0542, loss: 1.1704 2022-09-17 15:39:38,331 - mmdet - INFO - Epoch [11][1600/7330] lr: 1.000e-04, eta: 1 day, 6:00:57, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1807, s0.acc: 93.9441, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2237, s1.loss_cls: 0.0869, s1.acc: 94.0407, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1142, s2.loss_cls: 0.0432, s2.acc: 93.8498, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0543, loss: 1.1619 2022-09-17 15:40:07,320 - mmdet - INFO - Epoch [11][1650/7330] lr: 1.000e-04, eta: 1 day, 6:00:30, time: 0.579, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1743, s0.acc: 94.0610, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2251, s1.loss_cls: 0.0831, s1.acc: 94.2129, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1145, s2.loss_cls: 0.0413, s2.acc: 94.0591, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0545, loss: 1.1436 2022-09-17 15:40:35,814 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 15:40:35,814 - mmdet - INFO - Epoch [11][1700/7330] lr: 1.000e-04, eta: 1 day, 6:00:01, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1757, s0.acc: 94.0923, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2240, s1.loss_cls: 0.0836, s1.acc: 94.2492, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1133, s2.loss_cls: 0.0412, s2.acc: 94.2212, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0539, loss: 1.1361 2022-09-17 15:41:03,710 - mmdet - INFO - Epoch [11][1750/7330] lr: 1.000e-04, eta: 1 day, 5:59:31, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1862, s0.acc: 93.7961, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2230, s1.loss_cls: 0.0884, s1.acc: 93.9179, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1130, s2.loss_cls: 0.0431, s2.acc: 93.8980, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0540, loss: 1.1761 2022-09-17 15:41:32,494 - mmdet - INFO - Epoch [11][1800/7330] lr: 1.000e-04, eta: 1 day, 5:59:03, time: 0.576, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1812, s0.acc: 93.9038, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2232, s1.loss_cls: 0.0890, s1.acc: 93.9176, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1124, s2.loss_cls: 0.0432, s2.acc: 93.7929, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0541, loss: 1.1546 2022-09-17 15:42:00,667 - mmdet - INFO - Epoch [11][1850/7330] lr: 1.000e-04, eta: 1 day, 5:58:33, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1915, s0.acc: 93.5637, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2341, s1.loss_cls: 0.0920, s1.acc: 93.6333, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1168, s2.loss_cls: 0.0448, s2.acc: 93.5997, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0556, loss: 1.2094 2022-09-17 15:42:29,357 - mmdet - INFO - Epoch [11][1900/7330] lr: 1.000e-04, eta: 1 day, 5:58:05, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1840, s0.acc: 93.6646, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2328, s1.loss_cls: 0.0893, s1.acc: 93.6595, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1169, s2.loss_cls: 0.0436, s2.acc: 93.6251, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0557, loss: 1.1900 2022-09-17 15:42:58,222 - mmdet - INFO - Epoch [11][1950/7330] lr: 1.000e-04, eta: 1 day, 5:57:37, time: 0.578, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1772, s0.acc: 93.8796, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2251, s1.loss_cls: 0.0857, s1.acc: 93.9628, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1137, s2.loss_cls: 0.0418, s2.acc: 93.9561, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0543, loss: 1.1641 2022-09-17 15:43:26,101 - mmdet - INFO - Epoch [11][2000/7330] lr: 1.000e-04, eta: 1 day, 5:57:06, time: 0.558, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1799, s0.acc: 93.9365, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2204, s1.loss_cls: 0.0868, s1.acc: 93.8952, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1122, s2.loss_cls: 0.0427, s2.acc: 93.8793, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0537, loss: 1.1498 2022-09-17 15:43:54,380 - mmdet - INFO - Epoch [11][2050/7330] lr: 1.000e-04, eta: 1 day, 5:56:37, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1841, s0.acc: 93.8743, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2238, s1.loss_cls: 0.0885, s1.acc: 93.8703, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1125, s2.loss_cls: 0.0428, s2.acc: 93.8650, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0535, loss: 1.1622 2022-09-17 15:44:22,253 - mmdet - INFO - Epoch [11][2100/7330] lr: 1.000e-04, eta: 1 day, 5:56:06, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1834, s0.acc: 93.8171, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2291, s1.loss_cls: 0.0889, s1.acc: 93.8496, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1155, s2.loss_cls: 0.0432, s2.acc: 93.7925, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0549, loss: 1.1833 2022-09-17 15:44:50,736 - mmdet - INFO - Epoch [11][2150/7330] lr: 1.000e-04, eta: 1 day, 5:55:38, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1776, s0.acc: 93.9636, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2244, s1.loss_cls: 0.0860, s1.acc: 94.0870, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1132, s2.loss_cls: 0.0423, s2.acc: 93.9892, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0540, loss: 1.1513 2022-09-17 15:45:18,900 - mmdet - INFO - Epoch [11][2200/7330] lr: 1.000e-04, eta: 1 day, 5:55:08, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1855, s0.acc: 93.7278, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2270, s1.loss_cls: 0.0898, s1.acc: 93.7665, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1146, s2.loss_cls: 0.0440, s2.acc: 93.7275, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0541, loss: 1.1796 2022-09-17 15:45:47,244 - mmdet - INFO - Epoch [11][2250/7330] lr: 1.000e-04, eta: 1 day, 5:54:39, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1870, s0.acc: 93.7505, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2213, s1.loss_cls: 0.0908, s1.acc: 93.7283, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1114, s2.loss_cls: 0.0442, s2.acc: 93.7242, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0526, loss: 1.1634 2022-09-17 15:46:15,160 - mmdet - INFO - Epoch [11][2300/7330] lr: 1.000e-04, eta: 1 day, 5:54:09, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1876, s0.acc: 93.6794, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2265, s1.loss_cls: 0.0908, s1.acc: 93.7009, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1144, s2.loss_cls: 0.0441, s2.acc: 93.6536, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0545, loss: 1.1857 2022-09-17 15:46:43,130 - mmdet - INFO - Epoch [11][2350/7330] lr: 1.000e-04, eta: 1 day, 5:53:38, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1694, s0.acc: 94.1511, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2151, s1.loss_cls: 0.0819, s1.acc: 94.2089, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1103, s2.loss_cls: 0.0405, s2.acc: 94.2080, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0528, loss: 1.1191 2022-09-17 15:47:11,534 - mmdet - INFO - Epoch [11][2400/7330] lr: 1.000e-04, eta: 1 day, 5:53:09, time: 0.568, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1740, s0.acc: 93.9929, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2222, s1.loss_cls: 0.0843, s1.acc: 94.0652, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1124, s2.loss_cls: 0.0419, s2.acc: 93.8625, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0533, loss: 1.1466 2022-09-17 15:47:39,999 - mmdet - INFO - Epoch [11][2450/7330] lr: 1.000e-04, eta: 1 day, 5:52:41, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1852, s0.acc: 93.7368, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2239, s1.loss_cls: 0.0899, s1.acc: 93.8241, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1126, s2.loss_cls: 0.0439, s2.acc: 93.8168, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0532, loss: 1.1640 2022-09-17 15:48:09,122 - mmdet - INFO - Epoch [11][2500/7330] lr: 1.000e-04, eta: 1 day, 5:52:13, time: 0.582, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1865, s0.acc: 93.7383, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2294, s1.loss_cls: 0.0908, s1.acc: 93.7073, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1168, s2.loss_cls: 0.0444, s2.acc: 93.7067, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0559, loss: 1.1989 2022-09-17 15:48:37,550 - mmdet - INFO - Epoch [11][2550/7330] lr: 1.000e-04, eta: 1 day, 5:51:44, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1842, s0.acc: 93.8313, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2249, s1.loss_cls: 0.0896, s1.acc: 93.8395, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1136, s2.loss_cls: 0.0440, s2.acc: 93.7559, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0539, loss: 1.1702 2022-09-17 15:49:06,139 - mmdet - INFO - Epoch [11][2600/7330] lr: 1.000e-04, eta: 1 day, 5:51:16, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1876, s0.acc: 93.7153, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2239, s1.loss_cls: 0.0912, s1.acc: 93.7277, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1128, s2.loss_cls: 0.0449, s2.acc: 93.7034, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0540, loss: 1.1853 2022-09-17 15:49:34,118 - mmdet - INFO - Epoch [11][2650/7330] lr: 1.000e-04, eta: 1 day, 5:50:45, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1878, s0.acc: 93.6936, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2318, s1.loss_cls: 0.0903, s1.acc: 93.7594, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1176, s2.loss_cls: 0.0438, s2.acc: 93.7153, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0557, loss: 1.1901 2022-09-17 15:50:01,822 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 15:50:01,823 - mmdet - INFO - Epoch [11][2700/7330] lr: 1.000e-04, eta: 1 day, 5:50:15, time: 0.558, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1859, s0.acc: 93.5684, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2258, s1.loss_cls: 0.0916, s1.acc: 93.5710, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1141, s2.loss_cls: 0.0441, s2.acc: 93.6699, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0548, loss: 1.1817 2022-09-17 15:50:30,072 - mmdet - INFO - Epoch [11][2750/7330] lr: 1.000e-04, eta: 1 day, 5:49:45, time: 0.566, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1855, s0.acc: 93.7473, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2182, s1.loss_cls: 0.0891, s1.acc: 93.8011, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1104, s2.loss_cls: 0.0433, s2.acc: 93.7652, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0524, loss: 1.1666 2022-09-17 15:50:58,219 - mmdet - INFO - Epoch [11][2800/7330] lr: 1.000e-04, eta: 1 day, 5:49:16, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1772, s0.acc: 93.9832, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2250, s1.loss_cls: 0.0861, s1.acc: 94.0587, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1135, s2.loss_cls: 0.0423, s2.acc: 93.9790, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0541, loss: 1.1449 2022-09-17 15:51:26,247 - mmdet - INFO - Epoch [11][2850/7330] lr: 1.000e-04, eta: 1 day, 5:48:46, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1900, s0.acc: 93.6194, s0.loss_bbox: 0.2552, s0.loss_mask: 0.2315, s1.loss_cls: 0.0911, s1.acc: 93.6854, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1165, s2.loss_cls: 0.0447, s2.acc: 93.6218, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0552, loss: 1.2093 2022-09-17 15:51:54,472 - mmdet - INFO - Epoch [11][2900/7330] lr: 1.000e-04, eta: 1 day, 5:48:16, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1876, s0.acc: 93.5854, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2235, s1.loss_cls: 0.0913, s1.acc: 93.5053, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1130, s2.loss_cls: 0.0446, s2.acc: 93.4922, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0538, loss: 1.1837 2022-09-17 15:52:23,510 - mmdet - INFO - Epoch [11][2950/7330] lr: 1.000e-04, eta: 1 day, 5:47:49, time: 0.580, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1902, s0.acc: 93.5085, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2274, s1.loss_cls: 0.0919, s1.acc: 93.5340, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1142, s2.loss_cls: 0.0454, s2.acc: 93.5551, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0542, loss: 1.1949 2022-09-17 15:52:51,233 - mmdet - INFO - Epoch [11][3000/7330] lr: 1.000e-04, eta: 1 day, 5:47:18, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1802, s0.acc: 94.0427, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2214, s1.loss_cls: 0.0860, s1.acc: 94.1272, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1125, s2.loss_cls: 0.0419, s2.acc: 94.1013, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0532, loss: 1.1395 2022-09-17 15:53:20,041 - mmdet - INFO - Epoch [11][3050/7330] lr: 1.000e-04, eta: 1 day, 5:46:50, time: 0.577, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1759, s0.acc: 94.0571, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2217, s1.loss_cls: 0.0844, s1.acc: 94.1427, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1115, s2.loss_cls: 0.0410, s2.acc: 94.0862, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0527, loss: 1.1334 2022-09-17 15:53:47,941 - mmdet - INFO - Epoch [11][3100/7330] lr: 1.000e-04, eta: 1 day, 5:46:20, time: 0.558, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1864, s0.acc: 93.9031, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2361, s1.loss_cls: 0.0901, s1.acc: 93.8906, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1196, s2.loss_cls: 0.0431, s2.acc: 93.9232, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0570, loss: 1.1793 2022-09-17 15:54:16,329 - mmdet - INFO - Epoch [11][3150/7330] lr: 1.000e-04, eta: 1 day, 5:45:51, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1796, s0.acc: 94.0100, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2230, s1.loss_cls: 0.0877, s1.acc: 93.9927, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1128, s2.loss_cls: 0.0433, s2.acc: 93.8420, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0536, loss: 1.1427 2022-09-17 15:54:43,903 - mmdet - INFO - Epoch [11][3200/7330] lr: 1.000e-04, eta: 1 day, 5:45:20, time: 0.551, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1767, s0.acc: 94.1321, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2194, s1.loss_cls: 0.0858, s1.acc: 94.1191, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1117, s2.loss_cls: 0.0413, s2.acc: 94.1636, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0529, loss: 1.1297 2022-09-17 15:55:11,343 - mmdet - INFO - Epoch [11][3250/7330] lr: 1.000e-04, eta: 1 day, 5:44:48, time: 0.549, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1824, s0.acc: 93.8931, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2225, s1.loss_cls: 0.0875, s1.acc: 93.9699, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1139, s2.loss_cls: 0.0427, s2.acc: 93.9752, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0542, loss: 1.1573 2022-09-17 15:55:39,226 - mmdet - INFO - Epoch [11][3300/7330] lr: 1.000e-04, eta: 1 day, 5:44:18, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1819, s0.acc: 93.7573, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2314, s1.loss_cls: 0.0884, s1.acc: 93.7313, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1169, s2.loss_cls: 0.0430, s2.acc: 93.7446, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0557, loss: 1.1761 2022-09-17 15:56:07,228 - mmdet - INFO - Epoch [11][3350/7330] lr: 1.000e-04, eta: 1 day, 5:43:48, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1828, s0.acc: 93.7297, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2261, s1.loss_cls: 0.0889, s1.acc: 93.7278, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1134, s2.loss_cls: 0.0432, s2.acc: 93.7555, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0537, loss: 1.1730 2022-09-17 15:56:35,197 - mmdet - INFO - Epoch [11][3400/7330] lr: 1.000e-04, eta: 1 day, 5:43:18, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1875, s0.acc: 93.6755, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2261, s1.loss_cls: 0.0910, s1.acc: 93.6581, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1140, s2.loss_cls: 0.0443, s2.acc: 93.6861, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0543, loss: 1.1842 2022-09-17 15:57:03,876 - mmdet - INFO - Epoch [11][3450/7330] lr: 1.000e-04, eta: 1 day, 5:42:50, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1773, s0.acc: 93.8628, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2215, s1.loss_cls: 0.0867, s1.acc: 93.8892, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1119, s2.loss_cls: 0.0425, s2.acc: 93.9141, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0534, loss: 1.1512 2022-09-17 15:57:31,894 - mmdet - INFO - Epoch [11][3500/7330] lr: 1.000e-04, eta: 1 day, 5:42:20, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1692, s0.acc: 94.0886, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2189, s1.loss_cls: 0.0825, s1.acc: 94.0943, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1107, s2.loss_cls: 0.0407, s2.acc: 93.8862, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0528, loss: 1.1202 2022-09-17 15:57:59,957 - mmdet - INFO - Epoch [11][3550/7330] lr: 1.000e-04, eta: 1 day, 5:41:50, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1816, s0.acc: 93.7695, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2352, s1.loss_cls: 0.0889, s1.acc: 93.7370, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1187, s2.loss_cls: 0.0429, s2.acc: 93.7644, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0562, loss: 1.1906 2022-09-17 15:58:28,109 - mmdet - INFO - Epoch [11][3600/7330] lr: 1.000e-04, eta: 1 day, 5:41:20, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1781, s0.acc: 93.9626, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2178, s1.loss_cls: 0.0858, s1.acc: 94.0504, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1105, s2.loss_cls: 0.0423, s2.acc: 93.9518, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0527, loss: 1.1437 2022-09-17 15:58:56,475 - mmdet - INFO - Epoch [11][3650/7330] lr: 1.000e-04, eta: 1 day, 5:40:51, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1727, s0.acc: 94.0681, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2145, s1.loss_cls: 0.0830, s1.acc: 94.1019, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1107, s2.loss_cls: 0.0411, s2.acc: 93.9429, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0526, loss: 1.1375 2022-09-17 15:59:24,995 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 15:59:25,000 - mmdet - INFO - Epoch [11][3700/7330] lr: 1.000e-04, eta: 1 day, 5:40:22, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1805, s0.acc: 93.9116, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2173, s1.loss_cls: 0.0880, s1.acc: 93.8973, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1103, s2.loss_cls: 0.0434, s2.acc: 93.7962, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0526, loss: 1.1471 2022-09-17 15:59:53,099 - mmdet - INFO - Epoch [11][3750/7330] lr: 1.000e-04, eta: 1 day, 5:39:53, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1808, s0.acc: 93.8916, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2263, s1.loss_cls: 0.0887, s1.acc: 93.8410, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1134, s2.loss_cls: 0.0433, s2.acc: 93.8338, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0535, loss: 1.1635 2022-09-17 16:00:22,012 - mmdet - INFO - Epoch [11][3800/7330] lr: 1.000e-04, eta: 1 day, 5:39:25, time: 0.578, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1890, s0.acc: 93.5381, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2229, s1.loss_cls: 0.0917, s1.acc: 93.6286, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1132, s2.loss_cls: 0.0447, s2.acc: 93.5374, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0540, loss: 1.1922 2022-09-17 16:00:50,588 - mmdet - INFO - Epoch [11][3850/7330] lr: 1.000e-04, eta: 1 day, 5:38:56, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1942, s0.acc: 93.3953, s0.loss_bbox: 0.2553, s0.loss_mask: 0.2254, s1.loss_cls: 0.0934, s1.acc: 93.4325, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1132, s2.loss_cls: 0.0455, s2.acc: 93.4441, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0538, loss: 1.2061 2022-09-17 16:01:19,692 - mmdet - INFO - Epoch [11][3900/7330] lr: 1.000e-04, eta: 1 day, 5:38:28, time: 0.578, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2007, s0.acc: 93.1675, s0.loss_bbox: 0.2608, s0.loss_mask: 0.2304, s1.loss_cls: 0.0978, s1.acc: 93.1754, s1.loss_bbox: 0.1186, s1.loss_mask: 0.1162, s2.loss_cls: 0.0480, s2.acc: 93.0884, s2.loss_bbox: 0.0468, s2.loss_mask: 0.0554, loss: 1.2379 2022-09-17 16:01:47,879 - mmdet - INFO - Epoch [11][3950/7330] lr: 1.000e-04, eta: 1 day, 5:37:59, time: 0.568, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1824, s0.acc: 93.8457, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2226, s1.loss_cls: 0.0878, s1.acc: 93.8543, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1117, s2.loss_cls: 0.0427, s2.acc: 93.9210, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0532, loss: 1.1541 2022-09-17 16:02:16,276 - mmdet - INFO - Epoch [11][4000/7330] lr: 1.000e-04, eta: 1 day, 5:37:30, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1768, s0.acc: 94.0894, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2253, s1.loss_cls: 0.0857, s1.acc: 94.0587, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1142, s2.loss_cls: 0.0415, s2.acc: 94.1726, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0546, loss: 1.1346 2022-09-17 16:02:44,517 - mmdet - INFO - Epoch [11][4050/7330] lr: 1.000e-04, eta: 1 day, 5:37:01, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1902, s0.acc: 93.6116, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2328, s1.loss_cls: 0.0915, s1.acc: 93.7641, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1178, s2.loss_cls: 0.0447, s2.acc: 93.7975, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0558, loss: 1.2025 2022-09-17 16:03:12,560 - mmdet - INFO - Epoch [11][4100/7330] lr: 1.000e-04, eta: 1 day, 5:36:31, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1721, s0.acc: 94.1350, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2181, s1.loss_cls: 0.0846, s1.acc: 94.0496, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1099, s2.loss_cls: 0.0412, s2.acc: 94.0349, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0522, loss: 1.1148 2022-09-17 16:03:40,797 - mmdet - INFO - Epoch [11][4150/7330] lr: 1.000e-04, eta: 1 day, 5:36:02, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1743, s0.acc: 93.9897, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2237, s1.loss_cls: 0.0849, s1.acc: 93.9726, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1133, s2.loss_cls: 0.0419, s2.acc: 93.8715, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0535, loss: 1.1461 2022-09-17 16:04:09,006 - mmdet - INFO - Epoch [11][4200/7330] lr: 1.000e-04, eta: 1 day, 5:35:32, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1812, s0.acc: 93.9297, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2312, s1.loss_cls: 0.0876, s1.acc: 93.9138, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1157, s2.loss_cls: 0.0427, s2.acc: 93.8035, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0550, loss: 1.1669 2022-09-17 16:04:36,587 - mmdet - INFO - Epoch [11][4250/7330] lr: 1.000e-04, eta: 1 day, 5:35:01, time: 0.552, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1819, s0.acc: 93.9412, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2220, s1.loss_cls: 0.0881, s1.acc: 93.8898, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1124, s2.loss_cls: 0.0436, s2.acc: 93.7918, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0540, loss: 1.1534 2022-09-17 16:05:04,843 - mmdet - INFO - Epoch [11][4300/7330] lr: 1.000e-04, eta: 1 day, 5:34:32, time: 0.565, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1751, s0.acc: 93.9746, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2234, s1.loss_cls: 0.0853, s1.acc: 94.0075, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1129, s2.loss_cls: 0.0419, s2.acc: 93.9318, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0533, loss: 1.1451 2022-09-17 16:05:32,913 - mmdet - INFO - Epoch [11][4350/7330] lr: 1.000e-04, eta: 1 day, 5:34:02, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1831, s0.acc: 93.8196, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2315, s1.loss_cls: 0.0885, s1.acc: 93.7940, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1161, s2.loss_cls: 0.0427, s2.acc: 93.8617, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0554, loss: 1.1759 2022-09-17 16:06:00,500 - mmdet - INFO - Epoch [11][4400/7330] lr: 1.000e-04, eta: 1 day, 5:33:31, time: 0.552, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1873, s0.acc: 93.7273, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2319, s1.loss_cls: 0.0908, s1.acc: 93.7635, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1167, s2.loss_cls: 0.0443, s2.acc: 93.7342, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0551, loss: 1.1874 2022-09-17 16:06:28,817 - mmdet - INFO - Epoch [11][4450/7330] lr: 1.000e-04, eta: 1 day, 5:33:02, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1814, s0.acc: 93.9502, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2169, s1.loss_cls: 0.0882, s1.acc: 93.9520, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1107, s2.loss_cls: 0.0431, s2.acc: 93.9385, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0531, loss: 1.1420 2022-09-17 16:06:56,976 - mmdet - INFO - Epoch [11][4500/7330] lr: 1.000e-04, eta: 1 day, 5:32:32, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1811, s0.acc: 93.9248, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2258, s1.loss_cls: 0.0871, s1.acc: 94.0302, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1135, s2.loss_cls: 0.0424, s2.acc: 94.0232, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0537, loss: 1.1641 2022-09-17 16:07:24,828 - mmdet - INFO - Epoch [11][4550/7330] lr: 1.000e-04, eta: 1 day, 5:32:02, time: 0.556, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1891, s0.acc: 93.4666, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2268, s1.loss_cls: 0.0929, s1.acc: 93.4548, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1148, s2.loss_cls: 0.0457, s2.acc: 93.3504, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0542, loss: 1.1932 2022-09-17 16:07:53,392 - mmdet - INFO - Epoch [11][4600/7330] lr: 1.000e-04, eta: 1 day, 5:31:33, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1883, s0.acc: 93.6482, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2282, s1.loss_cls: 0.0915, s1.acc: 93.6732, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1153, s2.loss_cls: 0.0445, s2.acc: 93.7269, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0549, loss: 1.1829 2022-09-17 16:08:21,565 - mmdet - INFO - Epoch [11][4650/7330] lr: 1.000e-04, eta: 1 day, 5:31:04, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1770, s0.acc: 93.9932, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2229, s1.loss_cls: 0.0859, s1.acc: 93.9791, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1121, s2.loss_cls: 0.0412, s2.acc: 93.9876, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0532, loss: 1.1366 2022-09-17 16:08:49,882 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 16:08:49,882 - mmdet - INFO - Epoch [11][4700/7330] lr: 1.000e-04, eta: 1 day, 5:30:35, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1828, s0.acc: 93.7039, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2216, s1.loss_cls: 0.0892, s1.acc: 93.6343, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1131, s2.loss_cls: 0.0434, s2.acc: 93.6170, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0542, loss: 1.1761 2022-09-17 16:09:17,451 - mmdet - INFO - Epoch [11][4750/7330] lr: 1.000e-04, eta: 1 day, 5:30:04, time: 0.551, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1751, s0.acc: 93.9702, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2227, s1.loss_cls: 0.0855, s1.acc: 94.0741, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1126, s2.loss_cls: 0.0417, s2.acc: 94.0625, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0538, loss: 1.1348 2022-09-17 16:09:45,898 - mmdet - INFO - Epoch [11][4800/7330] lr: 1.000e-04, eta: 1 day, 5:29:35, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1806, s0.acc: 93.9121, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2230, s1.loss_cls: 0.0860, s1.acc: 93.9995, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1137, s2.loss_cls: 0.0429, s2.acc: 93.7848, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0542, loss: 1.1624 2022-09-17 16:10:13,536 - mmdet - INFO - Epoch [11][4850/7330] lr: 1.000e-04, eta: 1 day, 5:29:04, time: 0.553, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1834, s0.acc: 93.8694, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2247, s1.loss_cls: 0.0881, s1.acc: 93.9276, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1137, s2.loss_cls: 0.0426, s2.acc: 93.9521, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0542, loss: 1.1702 2022-09-17 16:10:41,364 - mmdet - INFO - Epoch [11][4900/7330] lr: 1.000e-04, eta: 1 day, 5:28:34, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1742, s0.acc: 94.0537, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2263, s1.loss_cls: 0.0839, s1.acc: 94.1712, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1158, s2.loss_cls: 0.0418, s2.acc: 94.0433, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0549, loss: 1.1456 2022-09-17 16:11:09,479 - mmdet - INFO - Epoch [11][4950/7330] lr: 1.000e-04, eta: 1 day, 5:28:04, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1768, s0.acc: 94.1318, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2196, s1.loss_cls: 0.0856, s1.acc: 94.1329, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1114, s2.loss_cls: 0.0419, s2.acc: 94.0704, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0527, loss: 1.1361 2022-09-17 16:11:37,733 - mmdet - INFO - Epoch [11][5000/7330] lr: 1.000e-04, eta: 1 day, 5:27:35, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1807, s0.acc: 93.9194, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2264, s1.loss_cls: 0.0873, s1.acc: 93.9692, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1143, s2.loss_cls: 0.0425, s2.acc: 93.8935, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0545, loss: 1.1623 2022-09-17 16:12:06,100 - mmdet - INFO - Epoch [11][5050/7330] lr: 1.000e-04, eta: 1 day, 5:27:06, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1852, s0.acc: 93.7478, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2234, s1.loss_cls: 0.0895, s1.acc: 93.8530, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1131, s2.loss_cls: 0.0438, s2.acc: 93.8059, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0537, loss: 1.1695 2022-09-17 16:12:34,159 - mmdet - INFO - Epoch [11][5100/7330] lr: 1.000e-04, eta: 1 day, 5:26:36, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1815, s0.acc: 93.8630, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2206, s1.loss_cls: 0.0856, s1.acc: 94.0335, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1132, s2.loss_cls: 0.0421, s2.acc: 94.0512, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0539, loss: 1.1490 2022-09-17 16:13:02,303 - mmdet - INFO - Epoch [11][5150/7330] lr: 1.000e-04, eta: 1 day, 5:26:06, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1727, s0.acc: 94.1211, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2289, s1.loss_cls: 0.0819, s1.acc: 94.1996, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1160, s2.loss_cls: 0.0401, s2.acc: 94.2081, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0556, loss: 1.1403 2022-09-17 16:13:30,528 - mmdet - INFO - Epoch [11][5200/7330] lr: 1.000e-04, eta: 1 day, 5:25:37, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1849, s0.acc: 93.7297, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2351, s1.loss_cls: 0.0892, s1.acc: 93.7937, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1183, s2.loss_cls: 0.0434, s2.acc: 93.7271, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0559, loss: 1.1971 2022-09-17 16:13:59,173 - mmdet - INFO - Epoch [11][5250/7330] lr: 1.000e-04, eta: 1 day, 5:25:08, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1813, s0.acc: 93.9290, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2273, s1.loss_cls: 0.0891, s1.acc: 93.8892, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1155, s2.loss_cls: 0.0435, s2.acc: 93.8433, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0548, loss: 1.1647 2022-09-17 16:14:28,236 - mmdet - INFO - Epoch [11][5300/7330] lr: 1.000e-04, eta: 1 day, 5:24:41, time: 0.582, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1928, s0.acc: 93.5977, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2255, s1.loss_cls: 0.0916, s1.acc: 93.7440, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1153, s2.loss_cls: 0.0445, s2.acc: 93.6581, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0552, loss: 1.1916 2022-09-17 16:14:56,307 - mmdet - INFO - Epoch [11][5350/7330] lr: 1.000e-04, eta: 1 day, 5:24:11, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1816, s0.acc: 93.8171, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2202, s1.loss_cls: 0.0882, s1.acc: 93.8161, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1114, s2.loss_cls: 0.0431, s2.acc: 93.7740, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0525, loss: 1.1578 2022-09-17 16:15:24,342 - mmdet - INFO - Epoch [11][5400/7330] lr: 1.000e-04, eta: 1 day, 5:23:41, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1775, s0.acc: 94.0200, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2270, s1.loss_cls: 0.0848, s1.acc: 94.0723, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1151, s2.loss_cls: 0.0418, s2.acc: 94.0536, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0549, loss: 1.1509 2022-09-17 16:15:51,920 - mmdet - INFO - Epoch [11][5450/7330] lr: 1.000e-04, eta: 1 day, 5:23:10, time: 0.551, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1872, s0.acc: 93.8345, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2257, s1.loss_cls: 0.0905, s1.acc: 93.8854, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1138, s2.loss_cls: 0.0438, s2.acc: 93.8896, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0543, loss: 1.1703 2022-09-17 16:16:19,971 - mmdet - INFO - Epoch [11][5500/7330] lr: 1.000e-04, eta: 1 day, 5:22:41, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1769, s0.acc: 93.9563, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2294, s1.loss_cls: 0.0853, s1.acc: 94.0362, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1150, s2.loss_cls: 0.0422, s2.acc: 93.8933, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0542, loss: 1.1570 2022-09-17 16:16:48,159 - mmdet - INFO - Epoch [11][5550/7330] lr: 1.000e-04, eta: 1 day, 5:22:11, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1883, s0.acc: 93.8228, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2341, s1.loss_cls: 0.0907, s1.acc: 93.7998, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1179, s2.loss_cls: 0.0434, s2.acc: 93.8892, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0558, loss: 1.1896 2022-09-17 16:17:16,555 - mmdet - INFO - Epoch [11][5600/7330] lr: 1.000e-04, eta: 1 day, 5:21:42, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1845, s0.acc: 93.9001, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2292, s1.loss_cls: 0.0888, s1.acc: 94.0939, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1161, s2.loss_cls: 0.0431, s2.acc: 94.0503, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0552, loss: 1.1721 2022-09-17 16:17:44,635 - mmdet - INFO - Epoch [11][5650/7330] lr: 1.000e-04, eta: 1 day, 5:21:13, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1743, s0.acc: 94.1423, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2258, s1.loss_cls: 0.0848, s1.acc: 94.1054, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1129, s2.loss_cls: 0.0413, s2.acc: 94.0588, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0539, loss: 1.1289 2022-09-17 16:18:13,061 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 16:18:13,062 - mmdet - INFO - Epoch [11][5700/7330] lr: 1.000e-04, eta: 1 day, 5:20:44, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1770, s0.acc: 94.0222, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2206, s1.loss_cls: 0.0854, s1.acc: 94.0527, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1123, s2.loss_cls: 0.0422, s2.acc: 93.8879, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0539, loss: 1.1397 2022-09-17 16:18:41,748 - mmdet - INFO - Epoch [11][5750/7330] lr: 1.000e-04, eta: 1 day, 5:20:15, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1887, s0.acc: 93.7437, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2235, s1.loss_cls: 0.0908, s1.acc: 93.7218, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1126, s2.loss_cls: 0.0438, s2.acc: 93.7172, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0538, loss: 1.1822 2022-09-17 16:19:09,859 - mmdet - INFO - Epoch [11][5800/7330] lr: 1.000e-04, eta: 1 day, 5:19:46, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1847, s0.acc: 93.8135, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2266, s1.loss_cls: 0.0893, s1.acc: 93.8469, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1151, s2.loss_cls: 0.0433, s2.acc: 93.7911, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0550, loss: 1.1707 2022-09-17 16:19:37,787 - mmdet - INFO - Epoch [11][5850/7330] lr: 1.000e-04, eta: 1 day, 5:19:16, time: 0.558, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1881, s0.acc: 93.7168, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2285, s1.loss_cls: 0.0922, s1.acc: 93.6412, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1162, s2.loss_cls: 0.0447, s2.acc: 93.5745, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0545, loss: 1.1908 2022-09-17 16:20:06,146 - mmdet - INFO - Epoch [11][5900/7330] lr: 1.000e-04, eta: 1 day, 5:18:47, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1814, s0.acc: 93.8313, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2229, s1.loss_cls: 0.0863, s1.acc: 94.0130, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1122, s2.loss_cls: 0.0424, s2.acc: 93.8823, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0534, loss: 1.1666 2022-09-17 16:20:34,001 - mmdet - INFO - Epoch [11][5950/7330] lr: 1.000e-04, eta: 1 day, 5:18:16, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1899, s0.acc: 93.6646, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2299, s1.loss_cls: 0.0909, s1.acc: 93.7932, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1153, s2.loss_cls: 0.0439, s2.acc: 93.8592, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0552, loss: 1.1952 2022-09-17 16:21:02,155 - mmdet - INFO - Epoch [11][6000/7330] lr: 1.000e-04, eta: 1 day, 5:17:47, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1810, s0.acc: 93.9368, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2239, s1.loss_cls: 0.0878, s1.acc: 93.9614, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1129, s2.loss_cls: 0.0429, s2.acc: 93.9651, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0542, loss: 1.1491 2022-09-17 16:21:30,656 - mmdet - INFO - Epoch [11][6050/7330] lr: 1.000e-04, eta: 1 day, 5:17:18, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1826, s0.acc: 93.8887, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2247, s1.loss_cls: 0.0873, s1.acc: 94.0095, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1133, s2.loss_cls: 0.0434, s2.acc: 93.7831, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0537, loss: 1.1520 2022-09-17 16:21:59,005 - mmdet - INFO - Epoch [11][6100/7330] lr: 1.000e-04, eta: 1 day, 5:16:49, time: 0.567, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1791, s0.acc: 93.9280, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2248, s1.loss_cls: 0.0859, s1.acc: 94.0582, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1145, s2.loss_cls: 0.0416, s2.acc: 94.1693, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0549, loss: 1.1606 2022-09-17 16:22:27,098 - mmdet - INFO - Epoch [11][6150/7330] lr: 1.000e-04, eta: 1 day, 5:16:19, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1923, s0.acc: 93.5964, s0.loss_bbox: 0.2552, s0.loss_mask: 0.2301, s1.loss_cls: 0.0927, s1.acc: 93.6053, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1158, s2.loss_cls: 0.0451, s2.acc: 93.5209, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0547, loss: 1.2139 2022-09-17 16:22:55,288 - mmdet - INFO - Epoch [11][6200/7330] lr: 1.000e-04, eta: 1 day, 5:15:50, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1788, s0.acc: 93.8523, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2306, s1.loss_cls: 0.0866, s1.acc: 93.8716, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1159, s2.loss_cls: 0.0423, s2.acc: 93.8546, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0551, loss: 1.1690 2022-09-17 16:23:23,833 - mmdet - INFO - Epoch [11][6250/7330] lr: 1.000e-04, eta: 1 day, 5:15:21, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1775, s0.acc: 94.0288, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2209, s1.loss_cls: 0.0851, s1.acc: 94.1178, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1116, s2.loss_cls: 0.0412, s2.acc: 94.1039, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0530, loss: 1.1355 2022-09-17 16:23:51,921 - mmdet - INFO - Epoch [11][6300/7330] lr: 1.000e-04, eta: 1 day, 5:14:51, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1788, s0.acc: 93.9932, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2160, s1.loss_cls: 0.0860, s1.acc: 94.0384, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1080, s2.loss_cls: 0.0417, s2.acc: 94.0622, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0512, loss: 1.1334 2022-09-17 16:24:20,124 - mmdet - INFO - Epoch [11][6350/7330] lr: 1.000e-04, eta: 1 day, 5:14:22, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1755, s0.acc: 93.9905, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2220, s1.loss_cls: 0.0851, s1.acc: 94.0158, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1138, s2.loss_cls: 0.0423, s2.acc: 93.8672, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0543, loss: 1.1334 2022-09-17 16:24:47,725 - mmdet - INFO - Epoch [11][6400/7330] lr: 1.000e-04, eta: 1 day, 5:13:51, time: 0.551, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1778, s0.acc: 94.0476, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2205, s1.loss_cls: 0.0866, s1.acc: 94.0212, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1114, s2.loss_cls: 0.0422, s2.acc: 93.9791, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0531, loss: 1.1449 2022-09-17 16:25:15,597 - mmdet - INFO - Epoch [11][6450/7330] lr: 1.000e-04, eta: 1 day, 5:13:21, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1770, s0.acc: 94.0476, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2197, s1.loss_cls: 0.0852, s1.acc: 94.1042, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1118, s2.loss_cls: 0.0422, s2.acc: 93.9765, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0532, loss: 1.1248 2022-09-17 16:25:44,065 - mmdet - INFO - Epoch [11][6500/7330] lr: 1.000e-04, eta: 1 day, 5:12:52, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1778, s0.acc: 94.0637, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2288, s1.loss_cls: 0.0861, s1.acc: 94.0794, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1154, s2.loss_cls: 0.0423, s2.acc: 94.0109, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0550, loss: 1.1557 2022-09-17 16:26:12,080 - mmdet - INFO - Epoch [11][6550/7330] lr: 1.000e-04, eta: 1 day, 5:12:22, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1847, s0.acc: 93.5984, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2278, s1.loss_cls: 0.0907, s1.acc: 93.5266, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1149, s2.loss_cls: 0.0447, s2.acc: 93.4584, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0547, loss: 1.1793 2022-09-17 16:26:40,667 - mmdet - INFO - Epoch [11][6600/7330] lr: 1.000e-04, eta: 1 day, 5:11:54, time: 0.571, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1861, s0.acc: 93.5796, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2304, s1.loss_cls: 0.0914, s1.acc: 93.4990, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1169, s2.loss_cls: 0.0451, s2.acc: 93.4192, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0559, loss: 1.2002 2022-09-17 16:27:09,437 - mmdet - INFO - Epoch [11][6650/7330] lr: 1.000e-04, eta: 1 day, 5:11:26, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1852, s0.acc: 93.8232, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2302, s1.loss_cls: 0.0902, s1.acc: 93.8286, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1169, s2.loss_cls: 0.0445, s2.acc: 93.7468, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0556, loss: 1.1893 2022-09-17 16:27:37,390 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 16:27:37,390 - mmdet - INFO - Epoch [11][6700/7330] lr: 1.000e-04, eta: 1 day, 5:10:56, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1878, s0.acc: 93.6953, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2259, s1.loss_cls: 0.0914, s1.acc: 93.7550, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1151, s2.loss_cls: 0.0446, s2.acc: 93.7224, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0550, loss: 1.1916 2022-09-17 16:28:05,816 - mmdet - INFO - Epoch [11][6750/7330] lr: 1.000e-04, eta: 1 day, 5:10:27, time: 0.568, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1793, s0.acc: 94.0408, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2251, s1.loss_cls: 0.0861, s1.acc: 94.0467, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1148, s2.loss_cls: 0.0420, s2.acc: 93.9836, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0550, loss: 1.1518 2022-09-17 16:28:33,567 - mmdet - INFO - Epoch [11][6800/7330] lr: 1.000e-04, eta: 1 day, 5:09:57, time: 0.555, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1722, s0.acc: 94.1851, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2194, s1.loss_cls: 0.0846, s1.acc: 94.1270, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1123, s2.loss_cls: 0.0423, s2.acc: 94.0289, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0540, loss: 1.1116 2022-09-17 16:29:01,403 - mmdet - INFO - Epoch [11][6850/7330] lr: 1.000e-04, eta: 1 day, 5:09:26, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1853, s0.acc: 93.7295, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2211, s1.loss_cls: 0.0889, s1.acc: 93.9103, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1120, s2.loss_cls: 0.0429, s2.acc: 93.9657, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0535, loss: 1.1586 2022-09-17 16:29:29,986 - mmdet - INFO - Epoch [11][6900/7330] lr: 1.000e-04, eta: 1 day, 5:08:58, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1804, s0.acc: 93.8494, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2274, s1.loss_cls: 0.0878, s1.acc: 93.8085, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1142, s2.loss_cls: 0.0430, s2.acc: 93.8352, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0538, loss: 1.1666 2022-09-17 16:29:57,981 - mmdet - INFO - Epoch [11][6950/7330] lr: 1.000e-04, eta: 1 day, 5:08:28, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1820, s0.acc: 93.8799, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2206, s1.loss_cls: 0.0886, s1.acc: 93.8844, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1125, s2.loss_cls: 0.0433, s2.acc: 93.8548, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0536, loss: 1.1636 2022-09-17 16:30:26,514 - mmdet - INFO - Epoch [11][7000/7330] lr: 1.000e-04, eta: 1 day, 5:07:59, time: 0.571, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1833, s0.acc: 93.8181, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2325, s1.loss_cls: 0.0890, s1.acc: 93.8224, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1179, s2.loss_cls: 0.0435, s2.acc: 93.8726, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0564, loss: 1.1805 2022-09-17 16:30:54,719 - mmdet - INFO - Epoch [11][7050/7330] lr: 1.000e-04, eta: 1 day, 5:07:30, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1789, s0.acc: 93.9207, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2258, s1.loss_cls: 0.0850, s1.acc: 94.0296, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1144, s2.loss_cls: 0.0419, s2.acc: 93.9379, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0543, loss: 1.1689 2022-09-17 16:31:22,521 - mmdet - INFO - Epoch [11][7100/7330] lr: 1.000e-04, eta: 1 day, 5:07:00, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1732, s0.acc: 94.0366, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2202, s1.loss_cls: 0.0845, s1.acc: 94.0711, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1122, s2.loss_cls: 0.0420, s2.acc: 93.9994, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0534, loss: 1.1234 2022-09-17 16:31:50,234 - mmdet - INFO - Epoch [11][7150/7330] lr: 1.000e-04, eta: 1 day, 5:06:29, time: 0.553, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1820, s0.acc: 93.8862, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2244, s1.loss_cls: 0.0886, s1.acc: 93.8361, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1147, s2.loss_cls: 0.0435, s2.acc: 93.7818, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0549, loss: 1.1563 2022-09-17 16:32:17,891 - mmdet - INFO - Epoch [11][7200/7330] lr: 1.000e-04, eta: 1 day, 5:05:58, time: 0.554, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1810, s0.acc: 93.8875, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2204, s1.loss_cls: 0.0882, s1.acc: 93.8767, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1117, s2.loss_cls: 0.0435, s2.acc: 93.8128, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0531, loss: 1.1500 2022-09-17 16:32:45,850 - mmdet - INFO - Epoch [11][7250/7330] lr: 1.000e-04, eta: 1 day, 5:05:28, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1733, s0.acc: 94.2114, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2277, s1.loss_cls: 0.0845, s1.acc: 94.2264, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1163, s2.loss_cls: 0.0418, s2.acc: 94.0761, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0557, loss: 1.1327 2022-09-17 16:33:14,003 - mmdet - INFO - Epoch [11][7300/7330] lr: 1.000e-04, eta: 1 day, 5:04:59, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1852, s0.acc: 93.8184, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2242, s1.loss_cls: 0.0891, s1.acc: 93.9241, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1144, s2.loss_cls: 0.0436, s2.acc: 93.8331, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0549, loss: 1.1657 2022-09-17 16:33:40,591 - mmdet - INFO - Saving checkpoint at 11 epochs 2022-09-17 16:35:32,590 - mmdet - INFO - Evaluating bbox... 2022-09-17 16:36:02,611 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.464 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.654 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.500 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.311 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 ] = 0.424 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.758 2022-09-17 16:36:02,612 - mmdet - INFO - Evaluating segm... 2022-09-17 16:36:36,911 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.401 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.623 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.432 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 ] = 0.431 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 ] = 0.524 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 ] = 0.339 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 ] = 0.690 2022-09-17 16:36:37,353 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 16:36:37,353 - mmdet - INFO - Epoch(val) [11][313] bbox_mAP: 0.4640, bbox_mAP_50: 0.6540, bbox_mAP_75: 0.5000, bbox_mAP_s: 0.3110, bbox_mAP_m: 0.5000, bbox_mAP_l: 0.6110, bbox_mAP_copypaste: 0.464 0.654 0.500 0.311 0.500 0.611, segm_mAP: 0.4010, segm_mAP_50: 0.6230, segm_mAP_75: 0.4320, segm_mAP_s: 0.2120, segm_mAP_m: 0.4310, segm_mAP_l: 0.5840, segm_mAP_copypaste: 0.401 0.623 0.432 0.212 0.431 0.584 2022-09-17 16:38:43,958 - mmdet - INFO - Epoch [12][50/7330] lr: 1.000e-04, eta: 1 day, 5:07:17, time: 2.531, data_time: 1.952, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1813, s0.acc: 93.8423, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2234, s1.loss_cls: 0.0887, s1.acc: 93.7825, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1124, s2.loss_cls: 0.0433, s2.acc: 93.7682, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0535, loss: 1.1605 2022-09-17 16:39:12,757 - mmdet - INFO - Epoch [12][100/7330] lr: 1.000e-04, eta: 1 day, 5:06:49, time: 0.577, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1796, s0.acc: 93.8867, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2233, s1.loss_cls: 0.0881, s1.acc: 93.9093, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1132, s2.loss_cls: 0.0433, s2.acc: 93.7377, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0539, loss: 1.1547 2022-09-17 16:39:41,517 - mmdet - INFO - Epoch [12][150/7330] lr: 1.000e-04, eta: 1 day, 5:06:20, time: 0.575, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1756, s0.acc: 93.9463, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2233, s1.loss_cls: 0.0850, s1.acc: 93.9937, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1125, s2.loss_cls: 0.0421, s2.acc: 93.9052, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0538, loss: 1.1539 2022-09-17 16:40:09,660 - mmdet - INFO - Epoch [12][200/7330] lr: 1.000e-04, eta: 1 day, 5:05:51, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1712, s0.acc: 94.0952, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2187, s1.loss_cls: 0.0825, s1.acc: 94.1904, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1113, s2.loss_cls: 0.0411, s2.acc: 93.9577, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0531, loss: 1.1325 2022-09-17 16:40:38,060 - mmdet - INFO - Epoch [12][250/7330] lr: 1.000e-04, eta: 1 day, 5:05:22, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1802, s0.acc: 93.8696, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2188, s1.loss_cls: 0.0878, s1.acc: 93.7977, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1107, s2.loss_cls: 0.0435, s2.acc: 93.6407, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0530, loss: 1.1508 2022-09-17 16:41:06,343 - mmdet - INFO - Epoch [12][300/7330] lr: 1.000e-04, eta: 1 day, 5:04:52, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1825, s0.acc: 93.7058, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2232, s1.loss_cls: 0.0875, s1.acc: 93.8692, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1125, s2.loss_cls: 0.0432, s2.acc: 93.7836, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0539, loss: 1.1662 2022-09-17 16:41:34,575 - mmdet - INFO - Epoch [12][350/7330] lr: 1.000e-04, eta: 1 day, 5:04:23, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1762, s0.acc: 93.9692, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2241, s1.loss_cls: 0.0855, s1.acc: 93.9374, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1139, s2.loss_cls: 0.0418, s2.acc: 93.8980, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0538, loss: 1.1532 2022-09-17 16:42:02,994 - mmdet - INFO - Epoch [12][400/7330] lr: 1.000e-04, eta: 1 day, 5:03:54, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1829, s0.acc: 93.7571, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2221, s1.loss_cls: 0.0881, s1.acc: 93.8750, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1130, s2.loss_cls: 0.0434, s2.acc: 93.8257, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0540, loss: 1.1645 2022-09-17 16:42:31,282 - mmdet - INFO - Epoch [12][450/7330] lr: 1.000e-04, eta: 1 day, 5:03:24, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1823, s0.acc: 93.8445, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2219, s1.loss_cls: 0.0879, s1.acc: 93.8616, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1121, s2.loss_cls: 0.0433, s2.acc: 93.7494, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0532, loss: 1.1605 2022-09-17 16:42:59,523 - mmdet - INFO - Epoch [12][500/7330] lr: 1.000e-04, eta: 1 day, 5:02:55, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1826, s0.acc: 93.8376, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2290, s1.loss_cls: 0.0873, s1.acc: 93.9804, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1150, s2.loss_cls: 0.0426, s2.acc: 93.9616, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0545, loss: 1.1756 2022-09-17 16:43:27,580 - mmdet - INFO - Epoch [12][550/7330] lr: 1.000e-04, eta: 1 day, 5:02:25, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1772, s0.acc: 93.9209, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2206, s1.loss_cls: 0.0856, s1.acc: 94.0096, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1124, s2.loss_cls: 0.0417, s2.acc: 94.0313, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0538, loss: 1.1366 2022-09-17 16:43:55,873 - mmdet - INFO - Epoch [12][600/7330] lr: 1.000e-04, eta: 1 day, 5:01:56, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1752, s0.acc: 94.0691, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2251, s1.loss_cls: 0.0860, s1.acc: 94.0032, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1143, s2.loss_cls: 0.0423, s2.acc: 93.8468, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0542, loss: 1.1361 2022-09-17 16:44:24,483 - mmdet - INFO - Epoch [12][650/7330] lr: 1.000e-04, eta: 1 day, 5:01:27, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1745, s0.acc: 94.1025, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2243, s1.loss_cls: 0.0838, s1.acc: 94.1942, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1127, s2.loss_cls: 0.0409, s2.acc: 94.1092, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0539, loss: 1.1426 2022-09-17 16:44:52,555 - mmdet - INFO - Epoch [12][700/7330] lr: 1.000e-04, eta: 1 day, 5:00:57, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1766, s0.acc: 94.0237, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2170, s1.loss_cls: 0.0855, s1.acc: 94.0771, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1102, s2.loss_cls: 0.0420, s2.acc: 94.0530, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0528, loss: 1.1356 2022-09-17 16:45:20,473 - mmdet - INFO - Epoch [12][750/7330] lr: 1.000e-04, eta: 1 day, 5:00:27, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1763, s0.acc: 94.0444, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2247, s1.loss_cls: 0.0850, s1.acc: 94.1158, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1140, s2.loss_cls: 0.0417, s2.acc: 93.9109, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0545, loss: 1.1512 2022-09-17 16:45:47,791 - mmdet - INFO - Epoch [12][800/7330] lr: 1.000e-04, eta: 1 day, 4:59:56, time: 0.546, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1674, s0.acc: 94.3921, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2181, s1.loss_cls: 0.0809, s1.acc: 94.3695, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1103, s2.loss_cls: 0.0392, s2.acc: 94.3794, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0529, loss: 1.0957 2022-09-17 16:46:15,932 - mmdet - INFO - Epoch [12][850/7330] lr: 1.000e-04, eta: 1 day, 4:59:26, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1764, s0.acc: 93.9724, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2247, s1.loss_cls: 0.0850, s1.acc: 94.0184, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1146, s2.loss_cls: 0.0422, s2.acc: 93.9672, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0546, loss: 1.1615 2022-09-17 16:46:43,785 - mmdet - INFO - Epoch [12][900/7330] lr: 1.000e-04, eta: 1 day, 4:58:56, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1772, s0.acc: 94.0195, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2229, s1.loss_cls: 0.0873, s1.acc: 94.0096, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1106, s2.loss_cls: 0.0427, s2.acc: 93.9046, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0523, loss: 1.1399 2022-09-17 16:47:12,062 - mmdet - INFO - Epoch [12][950/7330] lr: 1.000e-04, eta: 1 day, 4:58:26, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1799, s0.acc: 93.8115, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2247, s1.loss_cls: 0.0876, s1.acc: 93.7423, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1124, s2.loss_cls: 0.0434, s2.acc: 93.5519, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0534, loss: 1.1683 2022-09-17 16:47:40,354 - mmdet - INFO - Epoch [12][1000/7330] lr: 1.000e-04, eta: 1 day, 4:57:57, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1843, s0.acc: 93.7031, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2258, s1.loss_cls: 0.0892, s1.acc: 93.7607, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1144, s2.loss_cls: 0.0442, s2.acc: 93.5885, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0549, loss: 1.1791 2022-09-17 16:48:08,182 - mmdet - INFO - Epoch [12][1050/7330] lr: 1.000e-04, eta: 1 day, 4:57:27, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1734, s0.acc: 94.1038, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2261, s1.loss_cls: 0.0841, s1.acc: 94.1494, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1144, s2.loss_cls: 0.0411, s2.acc: 94.1503, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0544, loss: 1.1423 2022-09-17 16:48:36,044 - mmdet - INFO - Epoch [12][1100/7330] lr: 1.000e-04, eta: 1 day, 4:56:56, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1833, s0.acc: 93.7568, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2245, s1.loss_cls: 0.0882, s1.acc: 93.8323, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1129, s2.loss_cls: 0.0428, s2.acc: 93.9157, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0536, loss: 1.1695 2022-09-17 16:49:03,886 - mmdet - INFO - Epoch [12][1150/7330] lr: 1.000e-04, eta: 1 day, 4:56:26, time: 0.558, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1772, s0.acc: 94.0107, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2274, s1.loss_cls: 0.0859, s1.acc: 94.0205, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1158, s2.loss_cls: 0.0420, s2.acc: 93.9270, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0549, loss: 1.1547 2022-09-17 16:49:32,051 - mmdet - INFO - Epoch [12][1200/7330] lr: 1.000e-04, eta: 1 day, 4:55:57, time: 0.563, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1804, s0.acc: 94.0366, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2280, s1.loss_cls: 0.0876, s1.acc: 94.0294, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1157, s2.loss_cls: 0.0425, s2.acc: 94.0117, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0552, loss: 1.1716 2022-09-17 16:50:00,095 - mmdet - INFO - Epoch [12][1250/7330] lr: 1.000e-04, eta: 1 day, 4:55:27, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1774, s0.acc: 94.0161, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2191, s1.loss_cls: 0.0854, s1.acc: 94.0630, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1114, s2.loss_cls: 0.0423, s2.acc: 93.9340, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0532, loss: 1.1400 2022-09-17 16:50:27,829 - mmdet - INFO - Epoch [12][1300/7330] lr: 1.000e-04, eta: 1 day, 4:54:56, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1735, s0.acc: 94.0842, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2175, s1.loss_cls: 0.0842, s1.acc: 94.0230, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1098, s2.loss_cls: 0.0413, s2.acc: 93.9473, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0528, loss: 1.1351 2022-09-17 16:50:56,120 - mmdet - INFO - Epoch [12][1350/7330] lr: 1.000e-04, eta: 1 day, 4:54:27, time: 0.566, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1777, s0.acc: 94.0095, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2229, s1.loss_cls: 0.0857, s1.acc: 94.0746, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1135, s2.loss_cls: 0.0421, s2.acc: 93.9767, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0542, loss: 1.1444 2022-09-17 16:51:24,227 - mmdet - INFO - Epoch [12][1400/7330] lr: 1.000e-04, eta: 1 day, 4:53:57, time: 0.561, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1675, s0.acc: 94.2659, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2172, s1.loss_cls: 0.0803, s1.acc: 94.3647, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1108, s2.loss_cls: 0.0393, s2.acc: 94.2979, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0529, loss: 1.0982 2022-09-17 16:51:52,778 - mmdet - INFO - Epoch [12][1450/7330] lr: 1.000e-04, eta: 1 day, 4:53:28, time: 0.571, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1761, s0.acc: 94.0273, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2194, s1.loss_cls: 0.0858, s1.acc: 94.0331, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1116, s2.loss_cls: 0.0421, s2.acc: 93.9351, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0533, loss: 1.1317 2022-09-17 16:52:20,583 - mmdet - INFO - Epoch [12][1500/7330] lr: 1.000e-04, eta: 1 day, 4:52:58, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1758, s0.acc: 94.0488, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2209, s1.loss_cls: 0.0847, s1.acc: 94.0758, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1121, s2.loss_cls: 0.0409, s2.acc: 94.0802, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0531, loss: 1.1351 2022-09-17 16:52:48,563 - mmdet - INFO - Epoch [12][1550/7330] lr: 1.000e-04, eta: 1 day, 4:52:28, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1790, s0.acc: 93.9011, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2247, s1.loss_cls: 0.0867, s1.acc: 93.9881, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1131, s2.loss_cls: 0.0422, s2.acc: 94.0005, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0539, loss: 1.1572 2022-09-17 16:53:17,210 - mmdet - INFO - Epoch [12][1600/7330] lr: 1.000e-04, eta: 1 day, 4:51:59, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1740, s0.acc: 94.0371, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2221, s1.loss_cls: 0.0852, s1.acc: 94.0197, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1130, s2.loss_cls: 0.0422, s2.acc: 93.9038, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0541, loss: 1.1323 2022-09-17 16:53:45,561 - mmdet - INFO - Epoch [12][1650/7330] lr: 1.000e-04, eta: 1 day, 4:51:30, time: 0.567, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1694, s0.acc: 94.2568, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2180, s1.loss_cls: 0.0817, s1.acc: 94.3316, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1107, s2.loss_cls: 0.0405, s2.acc: 94.1513, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0526, loss: 1.1085 2022-09-17 16:54:14,173 - mmdet - INFO - Epoch [12][1700/7330] lr: 1.000e-04, eta: 1 day, 4:51:02, time: 0.572, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1750, s0.acc: 94.0867, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2239, s1.loss_cls: 0.0849, s1.acc: 94.0784, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1130, s2.loss_cls: 0.0421, s2.acc: 93.8766, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0543, loss: 1.1512 2022-09-17 16:54:42,821 - mmdet - INFO - Epoch [12][1750/7330] lr: 1.000e-04, eta: 1 day, 4:50:33, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1817, s0.acc: 93.7720, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2181, s1.loss_cls: 0.0889, s1.acc: 93.7695, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1109, s2.loss_cls: 0.0435, s2.acc: 93.7816, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0532, loss: 1.1583 2022-09-17 16:55:10,518 - mmdet - INFO - Epoch [12][1800/7330] lr: 1.000e-04, eta: 1 day, 4:50:03, time: 0.554, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1739, s0.acc: 94.0229, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2181, s1.loss_cls: 0.0846, s1.acc: 94.0717, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1108, s2.loss_cls: 0.0415, s2.acc: 94.1311, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0529, loss: 1.1257 2022-09-17 16:55:38,094 - mmdet - INFO - Epoch [12][1850/7330] lr: 1.000e-04, eta: 1 day, 4:49:32, time: 0.552, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1644, s0.acc: 94.4338, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2199, s1.loss_cls: 0.0816, s1.acc: 94.3021, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1119, s2.loss_cls: 0.0405, s2.acc: 94.1229, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0532, loss: 1.0929 2022-09-17 16:56:06,125 - mmdet - INFO - Epoch [12][1900/7330] lr: 1.000e-04, eta: 1 day, 4:49:02, time: 0.561, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1843, s0.acc: 93.7966, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2351, s1.loss_cls: 0.0898, s1.acc: 93.8100, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1180, s2.loss_cls: 0.0438, s2.acc: 93.7317, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0557, loss: 1.1786 2022-09-17 16:56:33,731 - mmdet - INFO - Epoch [12][1950/7330] lr: 1.000e-04, eta: 1 day, 4:48:31, time: 0.552, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1696, s0.acc: 94.3484, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2144, s1.loss_cls: 0.0820, s1.acc: 94.2976, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1095, s2.loss_cls: 0.0400, s2.acc: 94.2169, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0525, loss: 1.0958 2022-09-17 16:57:02,082 - mmdet - INFO - Epoch [12][2000/7330] lr: 1.000e-04, eta: 1 day, 4:48:02, time: 0.567, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1781, s0.acc: 93.8408, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2284, s1.loss_cls: 0.0857, s1.acc: 93.8367, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1150, s2.loss_cls: 0.0419, s2.acc: 93.8307, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0548, loss: 1.1670 2022-09-17 16:57:29,897 - mmdet - INFO - Epoch [12][2050/7330] lr: 1.000e-04, eta: 1 day, 4:47:32, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1752, s0.acc: 93.9761, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2202, s1.loss_cls: 0.0868, s1.acc: 93.8459, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1118, s2.loss_cls: 0.0427, s2.acc: 93.7416, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0532, loss: 1.1428 2022-09-17 16:57:57,852 - mmdet - INFO - Epoch [12][2100/7330] lr: 1.000e-04, eta: 1 day, 4:47:02, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1772, s0.acc: 93.9910, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2245, s1.loss_cls: 0.0866, s1.acc: 93.9237, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1142, s2.loss_cls: 0.0428, s2.acc: 93.8004, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0543, loss: 1.1411 2022-09-17 16:58:26,067 - mmdet - INFO - Epoch [12][2150/7330] lr: 1.000e-04, eta: 1 day, 4:46:32, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1803, s0.acc: 93.7402, s0.loss_bbox: 0.2500, s0.loss_mask: 0.2304, s1.loss_cls: 0.0882, s1.acc: 93.7344, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1155, s2.loss_cls: 0.0433, s2.acc: 93.6620, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0547, loss: 1.1846 2022-09-17 16:58:53,890 - mmdet - INFO - Epoch [12][2200/7330] lr: 1.000e-04, eta: 1 day, 4:46:02, time: 0.557, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1827, s0.acc: 93.7993, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2243, s1.loss_cls: 0.0875, s1.acc: 93.9374, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1117, s2.loss_cls: 0.0433, s2.acc: 93.8536, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0532, loss: 1.1610 2022-09-17 16:59:21,653 - mmdet - INFO - Epoch [12][2250/7330] lr: 1.000e-04, eta: 1 day, 4:45:31, time: 0.554, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1796, s0.acc: 93.9844, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2235, s1.loss_cls: 0.0859, s1.acc: 94.0345, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1145, s2.loss_cls: 0.0422, s2.acc: 93.9630, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0546, loss: 1.1548 2022-09-17 16:59:49,571 - mmdet - INFO - Epoch [12][2300/7330] lr: 1.000e-04, eta: 1 day, 4:45:01, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1735, s0.acc: 94.1301, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2246, s1.loss_cls: 0.0837, s1.acc: 94.1272, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1126, s2.loss_cls: 0.0414, s2.acc: 93.9626, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0537, loss: 1.1446 2022-09-17 17:00:18,222 - mmdet - INFO - Epoch [12][2350/7330] lr: 1.000e-04, eta: 1 day, 4:44:33, time: 0.572, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1791, s0.acc: 93.8779, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2266, s1.loss_cls: 0.0871, s1.acc: 93.9613, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1150, s2.loss_cls: 0.0434, s2.acc: 93.7310, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0552, loss: 1.1677 2022-09-17 17:00:46,891 - mmdet - INFO - Epoch [12][2400/7330] lr: 1.000e-04, eta: 1 day, 4:44:04, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1798, s0.acc: 93.8833, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2239, s1.loss_cls: 0.0882, s1.acc: 93.8561, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1120, s2.loss_cls: 0.0429, s2.acc: 93.7126, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0531, loss: 1.1536 2022-09-17 17:01:14,468 - mmdet - INFO - Epoch [12][2450/7330] lr: 1.000e-04, eta: 1 day, 4:43:34, time: 0.552, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1789, s0.acc: 94.0818, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2232, s1.loss_cls: 0.0870, s1.acc: 94.0404, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1118, s2.loss_cls: 0.0424, s2.acc: 94.0612, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0530, loss: 1.1284 2022-09-17 17:01:42,781 - mmdet - INFO - Epoch [12][2500/7330] lr: 1.000e-04, eta: 1 day, 4:43:04, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1821, s0.acc: 93.7690, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2204, s1.loss_cls: 0.0892, s1.acc: 93.6791, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1108, s2.loss_cls: 0.0434, s2.acc: 93.7185, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0527, loss: 1.1552 2022-09-17 17:02:11,365 - mmdet - INFO - Epoch [12][2550/7330] lr: 1.000e-04, eta: 1 day, 4:42:36, time: 0.572, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1739, s0.acc: 94.0081, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2223, s1.loss_cls: 0.0845, s1.acc: 94.0408, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1124, s2.loss_cls: 0.0418, s2.acc: 93.8853, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0537, loss: 1.1405 2022-09-17 17:02:39,059 - mmdet - INFO - Epoch [12][2600/7330] lr: 1.000e-04, eta: 1 day, 4:42:05, time: 0.553, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1729, s0.acc: 94.1726, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2219, s1.loss_cls: 0.0843, s1.acc: 94.2351, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1126, s2.loss_cls: 0.0412, s2.acc: 94.1969, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1225 2022-09-17 17:03:07,952 - mmdet - INFO - Epoch [12][2650/7330] lr: 1.000e-04, eta: 1 day, 4:41:37, time: 0.578, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1726, s0.acc: 94.1538, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2213, s1.loss_cls: 0.0843, s1.acc: 94.1267, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1119, s2.loss_cls: 0.0416, s2.acc: 93.9553, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0530, loss: 1.1222 2022-09-17 17:03:35,771 - mmdet - INFO - Epoch [12][2700/7330] lr: 1.000e-04, eta: 1 day, 4:41:07, time: 0.556, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1844, s0.acc: 93.8494, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2273, s1.loss_cls: 0.0889, s1.acc: 93.8870, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1154, s2.loss_cls: 0.0434, s2.acc: 93.8277, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0544, loss: 1.1748 2022-09-17 17:04:04,063 - mmdet - INFO - Epoch [12][2750/7330] lr: 1.000e-04, eta: 1 day, 4:40:38, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1725, s0.acc: 94.2664, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2168, s1.loss_cls: 0.0830, s1.acc: 94.3226, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1111, s2.loss_cls: 0.0412, s2.acc: 94.0843, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0533, loss: 1.1097 2022-09-17 17:04:32,843 - mmdet - INFO - Epoch [12][2800/7330] lr: 1.000e-04, eta: 1 day, 4:40:09, time: 0.575, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1822, s0.acc: 93.7830, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2202, s1.loss_cls: 0.0875, s1.acc: 93.8814, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1118, s2.loss_cls: 0.0436, s2.acc: 93.7192, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0532, loss: 1.1646 2022-09-17 17:05:01,244 - mmdet - INFO - Epoch [12][2850/7330] lr: 1.000e-04, eta: 1 day, 4:39:40, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1748, s0.acc: 94.0066, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2171, s1.loss_cls: 0.0842, s1.acc: 94.0382, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1099, s2.loss_cls: 0.0420, s2.acc: 93.9302, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0525, loss: 1.1315 2022-09-17 17:05:30,061 - mmdet - INFO - Epoch [12][2900/7330] lr: 1.000e-04, eta: 1 day, 4:39:12, time: 0.576, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1835, s0.acc: 93.8481, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2222, s1.loss_cls: 0.0874, s1.acc: 93.9086, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1124, s2.loss_cls: 0.0428, s2.acc: 93.9086, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0535, loss: 1.1648 2022-09-17 17:05:57,830 - mmdet - INFO - Epoch [12][2950/7330] lr: 1.000e-04, eta: 1 day, 4:38:42, time: 0.555, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1778, s0.acc: 94.0386, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2232, s1.loss_cls: 0.0866, s1.acc: 94.0517, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1131, s2.loss_cls: 0.0425, s2.acc: 94.0214, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0540, loss: 1.1471 2022-09-17 17:06:26,057 - mmdet - INFO - Epoch [12][3000/7330] lr: 1.000e-04, eta: 1 day, 4:38:13, time: 0.565, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1722, s0.acc: 94.1665, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2286, s1.loss_cls: 0.0841, s1.acc: 94.1712, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1161, s2.loss_cls: 0.0413, s2.acc: 94.1257, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0550, loss: 1.1348 2022-09-17 17:06:54,648 - mmdet - INFO - Epoch [12][3050/7330] lr: 1.000e-04, eta: 1 day, 4:37:44, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1867, s0.acc: 93.6875, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2264, s1.loss_cls: 0.0910, s1.acc: 93.7112, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1146, s2.loss_cls: 0.0448, s2.acc: 93.5944, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0548, loss: 1.1816 2022-09-17 17:07:22,787 - mmdet - INFO - Epoch [12][3100/7330] lr: 1.000e-04, eta: 1 day, 4:37:14, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1645, s0.acc: 94.3584, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2226, s1.loss_cls: 0.0803, s1.acc: 94.3328, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1138, s2.loss_cls: 0.0399, s2.acc: 94.2085, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0545, loss: 1.1150 2022-09-17 17:07:50,487 - mmdet - INFO - Epoch [12][3150/7330] lr: 1.000e-04, eta: 1 day, 4:36:44, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1689, s0.acc: 94.3201, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2205, s1.loss_cls: 0.0810, s1.acc: 94.3189, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1121, s2.loss_cls: 0.0397, s2.acc: 94.1900, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0534, loss: 1.1060 2022-09-17 17:08:18,563 - mmdet - INFO - Epoch [12][3200/7330] lr: 1.000e-04, eta: 1 day, 4:36:14, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1846, s0.acc: 93.7283, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2144, s1.loss_cls: 0.0904, s1.acc: 93.7052, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1093, s2.loss_cls: 0.0440, s2.acc: 93.6734, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0519, loss: 1.1476 2022-09-17 17:08:46,941 - mmdet - INFO - Epoch [12][3250/7330] lr: 1.000e-04, eta: 1 day, 4:35:45, time: 0.568, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1815, s0.acc: 93.9070, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2195, s1.loss_cls: 0.0870, s1.acc: 94.0228, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1111, s2.loss_cls: 0.0426, s2.acc: 94.0023, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0530, loss: 1.1439 2022-09-17 17:09:15,195 - mmdet - INFO - Epoch [12][3300/7330] lr: 1.000e-04, eta: 1 day, 4:35:16, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1765, s0.acc: 93.9729, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2227, s1.loss_cls: 0.0863, s1.acc: 93.9742, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1139, s2.loss_cls: 0.0422, s2.acc: 93.9321, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0544, loss: 1.1534 2022-09-17 17:09:43,130 - mmdet - INFO - Epoch [12][3350/7330] lr: 1.000e-04, eta: 1 day, 4:34:46, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1749, s0.acc: 94.0615, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2208, s1.loss_cls: 0.0843, s1.acc: 94.1621, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1113, s2.loss_cls: 0.0412, s2.acc: 94.1138, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0530, loss: 1.1307 2022-09-17 17:10:11,253 - mmdet - INFO - Epoch [12][3400/7330] lr: 1.000e-04, eta: 1 day, 4:34:16, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1723, s0.acc: 93.9937, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2181, s1.loss_cls: 0.0836, s1.acc: 94.1222, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1111, s2.loss_cls: 0.0416, s2.acc: 93.9876, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0530, loss: 1.1317 2022-09-17 17:10:39,552 - mmdet - INFO - Epoch [12][3450/7330] lr: 1.000e-04, eta: 1 day, 4:33:47, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1817, s0.acc: 93.9062, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2213, s1.loss_cls: 0.0886, s1.acc: 93.9488, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1122, s2.loss_cls: 0.0432, s2.acc: 93.8813, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0537, loss: 1.1528 2022-09-17 17:11:07,628 - mmdet - INFO - Epoch [12][3500/7330] lr: 1.000e-04, eta: 1 day, 4:33:17, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1845, s0.acc: 93.6853, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2295, s1.loss_cls: 0.0892, s1.acc: 93.6475, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1153, s2.loss_cls: 0.0437, s2.acc: 93.6547, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0544, loss: 1.1900 2022-09-17 17:11:35,677 - mmdet - INFO - Epoch [12][3550/7330] lr: 1.000e-04, eta: 1 day, 4:32:47, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1858, s0.acc: 93.8003, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2246, s1.loss_cls: 0.0908, s1.acc: 93.7669, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1139, s2.loss_cls: 0.0447, s2.acc: 93.6323, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0543, loss: 1.1720 2022-09-17 17:12:04,105 - mmdet - INFO - Epoch [12][3600/7330] lr: 1.000e-04, eta: 1 day, 4:32:18, time: 0.568, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1776, s0.acc: 93.8042, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2232, s1.loss_cls: 0.0871, s1.acc: 93.8075, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1134, s2.loss_cls: 0.0431, s2.acc: 93.7212, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0540, loss: 1.1645 2022-09-17 17:12:32,273 - mmdet - INFO - Epoch [12][3650/7330] lr: 1.000e-04, eta: 1 day, 4:31:49, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1820, s0.acc: 94.0056, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2189, s1.loss_cls: 0.0882, s1.acc: 94.0157, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1113, s2.loss_cls: 0.0437, s2.acc: 93.8687, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0534, loss: 1.1411 2022-09-17 17:13:01,118 - mmdet - INFO - Epoch [12][3700/7330] lr: 1.000e-04, eta: 1 day, 4:31:21, time: 0.576, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1895, s0.acc: 93.4932, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2278, s1.loss_cls: 0.0913, s1.acc: 93.5194, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1147, s2.loss_cls: 0.0444, s2.acc: 93.5437, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0548, loss: 1.2025 2022-09-17 17:13:29,297 - mmdet - INFO - Epoch [12][3750/7330] lr: 1.000e-04, eta: 1 day, 4:30:51, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1876, s0.acc: 93.6997, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2270, s1.loss_cls: 0.0909, s1.acc: 93.6690, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1140, s2.loss_cls: 0.0450, s2.acc: 93.6246, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0538, loss: 1.1881 2022-09-17 17:13:57,568 - mmdet - INFO - Epoch [12][3800/7330] lr: 1.000e-04, eta: 1 day, 4:30:22, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1869, s0.acc: 93.5549, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2259, s1.loss_cls: 0.0903, s1.acc: 93.5562, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1141, s2.loss_cls: 0.0445, s2.acc: 93.4200, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0544, loss: 1.1885 2022-09-17 17:14:25,475 - mmdet - INFO - Epoch [12][3850/7330] lr: 1.000e-04, eta: 1 day, 4:29:52, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1849, s0.acc: 93.8904, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2283, s1.loss_cls: 0.0898, s1.acc: 93.8809, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1158, s2.loss_cls: 0.0439, s2.acc: 93.8490, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0551, loss: 1.1655 2022-09-17 17:14:53,331 - mmdet - INFO - Epoch [12][3900/7330] lr: 1.000e-04, eta: 1 day, 4:29:22, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1859, s0.acc: 93.8069, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2222, s1.loss_cls: 0.0894, s1.acc: 93.8582, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1121, s2.loss_cls: 0.0438, s2.acc: 93.8089, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0532, loss: 1.1693 2022-09-17 17:15:21,620 - mmdet - INFO - Epoch [12][3950/7330] lr: 1.000e-04, eta: 1 day, 4:28:53, time: 0.566, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1860, s0.acc: 93.7292, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2215, s1.loss_cls: 0.0894, s1.acc: 93.8061, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1119, s2.loss_cls: 0.0435, s2.acc: 93.7446, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0534, loss: 1.1796 2022-09-17 17:15:49,327 - mmdet - INFO - Epoch [12][4000/7330] lr: 1.000e-04, eta: 1 day, 4:28:22, time: 0.554, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1724, s0.acc: 94.0427, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2218, s1.loss_cls: 0.0837, s1.acc: 94.0981, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1133, s2.loss_cls: 0.0409, s2.acc: 94.1626, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0546, loss: 1.1270 2022-09-17 17:16:17,577 - mmdet - INFO - Epoch [12][4050/7330] lr: 1.000e-04, eta: 1 day, 4:27:53, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1792, s0.acc: 93.9265, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2210, s1.loss_cls: 0.0872, s1.acc: 93.8640, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1117, s2.loss_cls: 0.0426, s2.acc: 93.8371, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0533, loss: 1.1535 2022-09-17 17:16:45,556 - mmdet - INFO - Epoch [12][4100/7330] lr: 1.000e-04, eta: 1 day, 4:27:23, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1785, s0.acc: 93.9727, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2178, s1.loss_cls: 0.0865, s1.acc: 93.9238, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1103, s2.loss_cls: 0.0421, s2.acc: 93.9764, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0522, loss: 1.1400 2022-09-17 17:17:13,698 - mmdet - INFO - Epoch [12][4150/7330] lr: 1.000e-04, eta: 1 day, 4:26:53, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1814, s0.acc: 93.7527, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2258, s1.loss_cls: 0.0890, s1.acc: 93.6755, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1151, s2.loss_cls: 0.0442, s2.acc: 93.5363, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0549, loss: 1.1686 2022-09-17 17:17:42,105 - mmdet - INFO - Epoch [12][4200/7330] lr: 1.000e-04, eta: 1 day, 4:26:24, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1811, s0.acc: 93.9509, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2239, s1.loss_cls: 0.0862, s1.acc: 94.0739, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1137, s2.loss_cls: 0.0421, s2.acc: 94.0294, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0541, loss: 1.1547 2022-09-17 17:18:10,230 - mmdet - INFO - Epoch [12][4250/7330] lr: 1.000e-04, eta: 1 day, 4:25:55, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1824, s0.acc: 93.8291, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2240, s1.loss_cls: 0.0883, s1.acc: 93.8606, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1152, s2.loss_cls: 0.0431, s2.acc: 93.9020, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0553, loss: 1.1796 2022-09-17 17:18:38,389 - mmdet - INFO - Epoch [12][4300/7330] lr: 1.000e-04, eta: 1 day, 4:25:25, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1725, s0.acc: 93.9824, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2173, s1.loss_cls: 0.0833, s1.acc: 94.0933, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1104, s2.loss_cls: 0.0410, s2.acc: 94.1094, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0519, loss: 1.1264 2022-09-17 17:19:06,632 - mmdet - INFO - Epoch [12][4350/7330] lr: 1.000e-04, eta: 1 day, 4:24:56, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1937, s0.acc: 93.5576, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2290, s1.loss_cls: 0.0946, s1.acc: 93.5915, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1156, s2.loss_cls: 0.0455, s2.acc: 93.6270, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0550, loss: 1.2006 2022-09-17 17:19:35,361 - mmdet - INFO - Epoch [12][4400/7330] lr: 1.000e-04, eta: 1 day, 4:24:28, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1816, s0.acc: 93.7891, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2207, s1.loss_cls: 0.0885, s1.acc: 93.8601, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1118, s2.loss_cls: 0.0426, s2.acc: 93.9033, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0530, loss: 1.1527 2022-09-17 17:20:03,695 - mmdet - INFO - Epoch [12][4450/7330] lr: 1.000e-04, eta: 1 day, 4:23:59, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1806, s0.acc: 93.8362, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2268, s1.loss_cls: 0.0860, s1.acc: 93.9755, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1149, s2.loss_cls: 0.0420, s2.acc: 93.9204, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0552, loss: 1.1743 2022-09-17 17:20:31,541 - mmdet - INFO - Epoch [12][4500/7330] lr: 1.000e-04, eta: 1 day, 4:23:29, time: 0.557, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1770, s0.acc: 93.9954, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2156, s1.loss_cls: 0.0862, s1.acc: 94.0452, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1105, s2.loss_cls: 0.0423, s2.acc: 94.0901, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0524, loss: 1.1328 2022-09-17 17:20:59,708 - mmdet - INFO - Epoch [12][4550/7330] lr: 1.000e-04, eta: 1 day, 4:22:59, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1846, s0.acc: 93.7627, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2226, s1.loss_cls: 0.0890, s1.acc: 93.7926, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1130, s2.loss_cls: 0.0436, s2.acc: 93.7262, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0538, loss: 1.1754 2022-09-17 17:21:27,769 - mmdet - INFO - Epoch [12][4600/7330] lr: 1.000e-04, eta: 1 day, 4:22:29, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1800, s0.acc: 93.8689, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2298, s1.loss_cls: 0.0874, s1.acc: 93.8887, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1169, s2.loss_cls: 0.0430, s2.acc: 93.7192, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0557, loss: 1.1734 2022-09-17 17:21:55,773 - mmdet - INFO - Epoch [12][4650/7330] lr: 1.000e-04, eta: 1 day, 4:22:00, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1739, s0.acc: 94.0259, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2223, s1.loss_cls: 0.0842, s1.acc: 94.0295, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1130, s2.loss_cls: 0.0413, s2.acc: 94.0058, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0540, loss: 1.1385 2022-09-17 17:22:23,723 - mmdet - INFO - Epoch [12][4700/7330] lr: 1.000e-04, eta: 1 day, 4:21:30, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1813, s0.acc: 93.8044, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2251, s1.loss_cls: 0.0873, s1.acc: 93.8229, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1130, s2.loss_cls: 0.0429, s2.acc: 93.7719, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0538, loss: 1.1615 2022-09-17 17:22:51,087 - mmdet - INFO - Epoch [12][4750/7330] lr: 1.000e-04, eta: 1 day, 4:20:58, time: 0.547, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1831, s0.acc: 93.8079, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2250, s1.loss_cls: 0.0889, s1.acc: 93.7626, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1131, s2.loss_cls: 0.0434, s2.acc: 93.7444, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0540, loss: 1.1621 2022-09-17 17:23:19,618 - mmdet - INFO - Epoch [12][4800/7330] lr: 1.000e-04, eta: 1 day, 4:20:30, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1745, s0.acc: 94.1143, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2186, s1.loss_cls: 0.0850, s1.acc: 94.1139, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1116, s2.loss_cls: 0.0423, s2.acc: 94.0177, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0533, loss: 1.1258 2022-09-17 17:23:47,838 - mmdet - INFO - Epoch [12][4850/7330] lr: 1.000e-04, eta: 1 day, 4:20:00, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1790, s0.acc: 93.8364, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2232, s1.loss_cls: 0.0856, s1.acc: 93.9740, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1136, s2.loss_cls: 0.0421, s2.acc: 93.8836, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0536, loss: 1.1517 2022-09-17 17:24:16,316 - mmdet - INFO - Epoch [12][4900/7330] lr: 1.000e-04, eta: 1 day, 4:19:32, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1820, s0.acc: 93.9529, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2229, s1.loss_cls: 0.0885, s1.acc: 93.9719, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1126, s2.loss_cls: 0.0435, s2.acc: 93.8673, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0534, loss: 1.1422 2022-09-17 17:24:44,460 - mmdet - INFO - Epoch [12][4950/7330] lr: 1.000e-04, eta: 1 day, 4:19:02, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1794, s0.acc: 93.8730, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2239, s1.loss_cls: 0.0875, s1.acc: 93.8584, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1123, s2.loss_cls: 0.0429, s2.acc: 93.8039, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0535, loss: 1.1549 2022-09-17 17:25:12,731 - mmdet - INFO - Epoch [12][5000/7330] lr: 1.000e-04, eta: 1 day, 4:18:33, time: 0.569, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1825, s0.acc: 93.8076, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2278, s1.loss_cls: 0.0879, s1.acc: 93.8610, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1153, s2.loss_cls: 0.0429, s2.acc: 93.8483, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0552, loss: 1.1600 2022-09-17 17:25:40,672 - mmdet - INFO - Epoch [12][5050/7330] lr: 1.000e-04, eta: 1 day, 4:18:03, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1731, s0.acc: 94.0930, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2190, s1.loss_cls: 0.0839, s1.acc: 94.1371, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1105, s2.loss_cls: 0.0412, s2.acc: 94.0785, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0529, loss: 1.1192 2022-09-17 17:26:08,844 - mmdet - INFO - Epoch [12][5100/7330] lr: 1.000e-04, eta: 1 day, 4:17:33, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1725, s0.acc: 94.1272, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2155, s1.loss_cls: 0.0834, s1.acc: 94.2037, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1108, s2.loss_cls: 0.0408, s2.acc: 94.1323, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0531, loss: 1.1135 2022-09-17 17:26:37,089 - mmdet - INFO - Epoch [12][5150/7330] lr: 1.000e-04, eta: 1 day, 4:17:04, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1762, s0.acc: 94.0010, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2129, s1.loss_cls: 0.0842, s1.acc: 94.0911, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1084, s2.loss_cls: 0.0413, s2.acc: 94.0275, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0518, loss: 1.1239 2022-09-17 17:27:05,474 - mmdet - INFO - Epoch [12][5200/7330] lr: 1.000e-04, eta: 1 day, 4:16:35, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1820, s0.acc: 93.8955, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2291, s1.loss_cls: 0.0877, s1.acc: 93.9268, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1161, s2.loss_cls: 0.0426, s2.acc: 93.7721, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0554, loss: 1.1647 2022-09-17 17:27:33,381 - mmdet - INFO - Epoch [12][5250/7330] lr: 1.000e-04, eta: 1 day, 4:16:05, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1831, s0.acc: 93.7493, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2233, s1.loss_cls: 0.0894, s1.acc: 93.8033, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1133, s2.loss_cls: 0.0436, s2.acc: 93.6760, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0541, loss: 1.1702 2022-09-17 17:28:01,383 - mmdet - INFO - Epoch [12][5300/7330] lr: 1.000e-04, eta: 1 day, 4:15:35, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1810, s0.acc: 93.9346, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2224, s1.loss_cls: 0.0864, s1.acc: 94.0075, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1136, s2.loss_cls: 0.0426, s2.acc: 93.8608, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0542, loss: 1.1503 2022-09-17 17:28:29,380 - mmdet - INFO - Epoch [12][5350/7330] lr: 1.000e-04, eta: 1 day, 4:15:06, time: 0.561, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1788, s0.acc: 93.8889, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2286, s1.loss_cls: 0.0869, s1.acc: 93.8253, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1148, s2.loss_cls: 0.0425, s2.acc: 93.7485, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0541, loss: 1.1613 2022-09-17 17:28:57,348 - mmdet - INFO - Epoch [12][5400/7330] lr: 1.000e-04, eta: 1 day, 4:14:36, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1817, s0.acc: 93.8594, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2245, s1.loss_cls: 0.0874, s1.acc: 93.9217, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1144, s2.loss_cls: 0.0428, s2.acc: 93.7594, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0543, loss: 1.1617 2022-09-17 17:29:25,232 - mmdet - INFO - Epoch [12][5450/7330] lr: 1.000e-04, eta: 1 day, 4:14:06, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1777, s0.acc: 94.0056, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2237, s1.loss_cls: 0.0859, s1.acc: 93.9975, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1134, s2.loss_cls: 0.0419, s2.acc: 93.9571, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0541, loss: 1.1468 2022-09-17 17:29:53,500 - mmdet - INFO - Epoch [12][5500/7330] lr: 1.000e-04, eta: 1 day, 4:13:36, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1830, s0.acc: 93.8882, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2215, s1.loss_cls: 0.0864, s1.acc: 94.0314, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1125, s2.loss_cls: 0.0420, s2.acc: 94.0524, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0541, loss: 1.1608 2022-09-17 17:30:21,082 - mmdet - INFO - Epoch [12][5550/7330] lr: 1.000e-04, eta: 1 day, 4:13:06, time: 0.551, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1817, s0.acc: 93.8955, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2254, s1.loss_cls: 0.0890, s1.acc: 93.8005, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1147, s2.loss_cls: 0.0428, s2.acc: 93.7499, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0545, loss: 1.1515 2022-09-17 17:30:49,097 - mmdet - INFO - Epoch [12][5600/7330] lr: 1.000e-04, eta: 1 day, 4:12:36, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1717, s0.acc: 94.1538, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2182, s1.loss_cls: 0.0832, s1.acc: 94.3071, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1119, s2.loss_cls: 0.0409, s2.acc: 94.2171, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0538, loss: 1.1214 2022-09-17 17:31:18,040 - mmdet - INFO - Epoch [12][5650/7330] lr: 1.000e-04, eta: 1 day, 4:12:08, time: 0.578, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1844, s0.acc: 93.7126, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2288, s1.loss_cls: 0.0881, s1.acc: 93.8221, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1157, s2.loss_cls: 0.0435, s2.acc: 93.7417, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0552, loss: 1.1797 2022-09-17 17:31:45,730 - mmdet - INFO - Epoch [12][5700/7330] lr: 1.000e-04, eta: 1 day, 4:11:38, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1853, s0.acc: 93.6860, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2282, s1.loss_cls: 0.0893, s1.acc: 93.7394, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1163, s2.loss_cls: 0.0442, s2.acc: 93.7480, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0556, loss: 1.1886 2022-09-17 17:32:13,668 - mmdet - INFO - Epoch [12][5750/7330] lr: 1.000e-04, eta: 1 day, 4:11:08, time: 0.559, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1778, s0.acc: 94.0605, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2179, s1.loss_cls: 0.0867, s1.acc: 93.9907, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1105, s2.loss_cls: 0.0423, s2.acc: 93.8970, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0526, loss: 1.1307 2022-09-17 17:32:41,993 - mmdet - INFO - Epoch [12][5800/7330] lr: 1.000e-04, eta: 1 day, 4:10:39, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1774, s0.acc: 94.0132, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2212, s1.loss_cls: 0.0850, s1.acc: 94.0520, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1109, s2.loss_cls: 0.0418, s2.acc: 94.1063, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0526, loss: 1.1381 2022-09-17 17:33:09,801 - mmdet - INFO - Epoch [12][5850/7330] lr: 1.000e-04, eta: 1 day, 4:10:09, time: 0.557, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1821, s0.acc: 93.8159, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2273, s1.loss_cls: 0.0883, s1.acc: 93.8973, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1140, s2.loss_cls: 0.0433, s2.acc: 93.8618, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0545, loss: 1.1643 2022-09-17 17:33:38,369 - mmdet - INFO - Epoch [12][5900/7330] lr: 1.000e-04, eta: 1 day, 4:09:40, time: 0.571, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1958, s0.acc: 93.4976, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2314, s1.loss_cls: 0.0954, s1.acc: 93.5383, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1163, s2.loss_cls: 0.0464, s2.acc: 93.5070, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0554, loss: 1.2100 2022-09-17 17:34:05,991 - mmdet - INFO - Epoch [12][5950/7330] lr: 1.000e-04, eta: 1 day, 4:09:09, time: 0.552, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1745, s0.acc: 94.1006, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2233, s1.loss_cls: 0.0852, s1.acc: 94.1281, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1132, s2.loss_cls: 0.0425, s2.acc: 94.0450, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0540, loss: 1.1450 2022-09-17 17:34:33,961 - mmdet - INFO - Epoch [12][6000/7330] lr: 1.000e-04, eta: 1 day, 4:08:40, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1815, s0.acc: 93.9058, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2329, s1.loss_cls: 0.0888, s1.acc: 93.8084, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1170, s2.loss_cls: 0.0431, s2.acc: 93.8496, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0551, loss: 1.1723 2022-09-17 17:35:02,799 - mmdet - INFO - Epoch [12][6050/7330] lr: 1.000e-04, eta: 1 day, 4:08:11, time: 0.577, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1896, s0.acc: 93.5969, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2333, s1.loss_cls: 0.0924, s1.acc: 93.5737, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1149, s2.loss_cls: 0.0451, s2.acc: 93.6625, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0544, loss: 1.1971 2022-09-17 17:35:30,934 - mmdet - INFO - Epoch [12][6100/7330] lr: 1.000e-04, eta: 1 day, 4:07:42, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1842, s0.acc: 93.8457, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2253, s1.loss_cls: 0.0893, s1.acc: 93.8804, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1146, s2.loss_cls: 0.0437, s2.acc: 93.8076, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0546, loss: 1.1701 2022-09-17 17:35:59,592 - mmdet - INFO - Epoch [12][6150/7330] lr: 1.000e-04, eta: 1 day, 4:07:14, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1859, s0.acc: 93.7236, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2278, s1.loss_cls: 0.0905, s1.acc: 93.6271, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1145, s2.loss_cls: 0.0441, s2.acc: 93.6335, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0544, loss: 1.1773 2022-09-17 17:36:27,691 - mmdet - INFO - Epoch [12][6200/7330] lr: 1.000e-04, eta: 1 day, 4:06:44, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1845, s0.acc: 93.9116, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2242, s1.loss_cls: 0.0897, s1.acc: 93.9022, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1147, s2.loss_cls: 0.0433, s2.acc: 93.9528, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0546, loss: 1.1537 2022-09-17 17:36:55,644 - mmdet - INFO - Epoch [12][6250/7330] lr: 1.000e-04, eta: 1 day, 4:06:14, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1826, s0.acc: 93.7974, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2201, s1.loss_cls: 0.0878, s1.acc: 93.8201, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1116, s2.loss_cls: 0.0427, s2.acc: 93.8263, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0530, loss: 1.1583 2022-09-17 17:37:23,471 - mmdet - INFO - Epoch [12][6300/7330] lr: 1.000e-04, eta: 1 day, 4:05:44, time: 0.556, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1817, s0.acc: 93.8750, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2293, s1.loss_cls: 0.0871, s1.acc: 93.9369, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1159, s2.loss_cls: 0.0427, s2.acc: 93.7963, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0549, loss: 1.1743 2022-09-17 17:37:51,498 - mmdet - INFO - Epoch [12][6350/7330] lr: 1.000e-04, eta: 1 day, 4:05:14, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1814, s0.acc: 93.8096, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2358, s1.loss_cls: 0.0877, s1.acc: 93.8299, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1197, s2.loss_cls: 0.0436, s2.acc: 93.6576, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0571, loss: 1.1945 2022-09-17 17:38:20,067 - mmdet - INFO - Epoch [12][6400/7330] lr: 1.000e-04, eta: 1 day, 4:04:46, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1857, s0.acc: 93.7495, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2219, s1.loss_cls: 0.0901, s1.acc: 93.7834, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1127, s2.loss_cls: 0.0439, s2.acc: 93.8465, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0532, loss: 1.1667 2022-09-17 17:38:47,829 - mmdet - INFO - Epoch [12][6450/7330] lr: 1.000e-04, eta: 1 day, 4:04:15, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1806, s0.acc: 93.9155, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2223, s1.loss_cls: 0.0870, s1.acc: 93.9645, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1119, s2.loss_cls: 0.0426, s2.acc: 93.9127, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0539, loss: 1.1544 2022-09-17 17:39:15,979 - mmdet - INFO - Epoch [12][6500/7330] lr: 1.000e-04, eta: 1 day, 4:03:46, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1838, s0.acc: 93.8259, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2244, s1.loss_cls: 0.0896, s1.acc: 93.7568, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1131, s2.loss_cls: 0.0435, s2.acc: 93.8348, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0539, loss: 1.1618 2022-09-17 17:39:44,537 - mmdet - INFO - Epoch [12][6550/7330] lr: 1.000e-04, eta: 1 day, 4:03:17, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1816, s0.acc: 93.9800, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2247, s1.loss_cls: 0.0870, s1.acc: 94.1197, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1141, s2.loss_cls: 0.0427, s2.acc: 94.0405, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.1581 2022-09-17 17:40:13,236 - mmdet - INFO - Epoch [12][6600/7330] lr: 1.000e-04, eta: 1 day, 4:02:49, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1725, s0.acc: 94.2229, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2142, s1.loss_cls: 0.0838, s1.acc: 94.3425, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1094, s2.loss_cls: 0.0413, s2.acc: 94.1459, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0519, loss: 1.1018 2022-09-17 17:40:40,986 - mmdet - INFO - Epoch [12][6650/7330] lr: 1.000e-04, eta: 1 day, 4:02:19, time: 0.555, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1745, s0.acc: 94.0928, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2243, s1.loss_cls: 0.0846, s1.acc: 94.1135, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1136, s2.loss_cls: 0.0416, s2.acc: 93.9643, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0545, loss: 1.1327 2022-09-17 17:41:09,123 - mmdet - INFO - Epoch [12][6700/7330] lr: 1.000e-04, eta: 1 day, 4:01:49, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1884, s0.acc: 93.5347, s0.loss_bbox: 0.2560, s0.loss_mask: 0.2289, s1.loss_cls: 0.0913, s1.acc: 93.5903, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1169, s2.loss_cls: 0.0445, s2.acc: 93.6188, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0557, loss: 1.2073 2022-09-17 17:41:36,697 - mmdet - INFO - Epoch [12][6750/7330] lr: 1.000e-04, eta: 1 day, 4:01:19, time: 0.552, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1774, s0.acc: 94.0212, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2203, s1.loss_cls: 0.0856, s1.acc: 94.0627, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1123, s2.loss_cls: 0.0415, s2.acc: 94.1010, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0534, loss: 1.1356 2022-09-17 17:42:04,195 - mmdet - INFO - Epoch [12][6800/7330] lr: 1.000e-04, eta: 1 day, 4:00:48, time: 0.550, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1783, s0.acc: 93.9751, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2213, s1.loss_cls: 0.0864, s1.acc: 93.9933, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1120, s2.loss_cls: 0.0419, s2.acc: 94.0581, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0532, loss: 1.1433 2022-09-17 17:42:32,471 - mmdet - INFO - Epoch [12][6850/7330] lr: 1.000e-04, eta: 1 day, 4:00:19, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1865, s0.acc: 93.7322, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2252, s1.loss_cls: 0.0910, s1.acc: 93.7179, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1142, s2.loss_cls: 0.0452, s2.acc: 93.5865, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0546, loss: 1.1910 2022-09-17 17:43:00,395 - mmdet - INFO - Epoch [12][6900/7330] lr: 1.000e-04, eta: 1 day, 3:59:49, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1855, s0.acc: 93.7322, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2308, s1.loss_cls: 0.0908, s1.acc: 93.6578, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1175, s2.loss_cls: 0.0444, s2.acc: 93.6448, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0552, loss: 1.1824 2022-09-17 17:43:28,906 - mmdet - INFO - Epoch [12][6950/7330] lr: 1.000e-04, eta: 1 day, 3:59:20, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1837, s0.acc: 93.8545, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2249, s1.loss_cls: 0.0898, s1.acc: 93.8093, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1139, s2.loss_cls: 0.0435, s2.acc: 93.8282, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0539, loss: 1.1646 2022-09-17 17:43:57,139 - mmdet - INFO - Epoch [12][7000/7330] lr: 1.000e-04, eta: 1 day, 3:58:51, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1939, s0.acc: 93.5630, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2271, s1.loss_cls: 0.0932, s1.acc: 93.6129, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1158, s2.loss_cls: 0.0455, s2.acc: 93.6308, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0552, loss: 1.2066 2022-09-17 17:44:25,634 - mmdet - INFO - Epoch [12][7050/7330] lr: 1.000e-04, eta: 1 day, 3:58:22, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1876, s0.acc: 93.7524, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2260, s1.loss_cls: 0.0890, s1.acc: 93.9098, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1150, s2.loss_cls: 0.0432, s2.acc: 93.8723, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0549, loss: 1.1742 2022-09-17 17:44:54,079 - mmdet - INFO - Epoch [12][7100/7330] lr: 1.000e-04, eta: 1 day, 3:57:53, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1713, s0.acc: 94.1040, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2229, s1.loss_cls: 0.0821, s1.acc: 94.2103, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1140, s2.loss_cls: 0.0403, s2.acc: 94.1219, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0541, loss: 1.1290 2022-09-17 17:45:22,306 - mmdet - INFO - Epoch [12][7150/7330] lr: 1.000e-04, eta: 1 day, 3:57:24, time: 0.565, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1868, s0.acc: 93.6528, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2279, s1.loss_cls: 0.0900, s1.acc: 93.7936, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1158, s2.loss_cls: 0.0438, s2.acc: 93.7778, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0549, loss: 1.1945 2022-09-17 17:45:50,250 - mmdet - INFO - Epoch [12][7200/7330] lr: 1.000e-04, eta: 1 day, 3:56:54, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1845, s0.acc: 93.7529, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2274, s1.loss_cls: 0.0902, s1.acc: 93.7842, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1155, s2.loss_cls: 0.0435, s2.acc: 93.8313, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0548, loss: 1.1809 2022-09-17 17:46:18,421 - mmdet - INFO - Epoch [12][7250/7330] lr: 1.000e-04, eta: 1 day, 3:56:25, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1815, s0.acc: 93.9194, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2241, s1.loss_cls: 0.0883, s1.acc: 93.9693, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1129, s2.loss_cls: 0.0425, s2.acc: 93.9948, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0532, loss: 1.1546 2022-09-17 17:46:46,396 - mmdet - INFO - Epoch [12][7300/7330] lr: 1.000e-04, eta: 1 day, 3:55:55, time: 0.559, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1792, s0.acc: 93.9941, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2253, s1.loss_cls: 0.0861, s1.acc: 94.0061, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1147, s2.loss_cls: 0.0422, s2.acc: 93.9703, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0548, loss: 1.1455 2022-09-17 17:47:12,075 - mmdet - INFO - Saving checkpoint at 12 epochs 2022-09-17 17:48:59,738 - mmdet - INFO - Evaluating bbox... 2022-09-17 17:49:33,622 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.458 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.647 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.497 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.302 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.485 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.606 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 ] = 0.418 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 ] = 0.755 2022-09-17 17:49:33,622 - mmdet - INFO - Evaluating segm... 2022-09-17 17:50:06,295 - 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 ] = 0.619 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.422 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.218 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 ] = 0.582 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.519 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.519 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.519 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.339 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.684 2022-09-17 17:50:06,874 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 17:50:06,875 - mmdet - INFO - Epoch(val) [12][313] bbox_mAP: 0.4580, bbox_mAP_50: 0.6470, bbox_mAP_75: 0.4970, bbox_mAP_s: 0.3020, bbox_mAP_m: 0.4850, bbox_mAP_l: 0.6060, bbox_mAP_copypaste: 0.458 0.647 0.497 0.302 0.485 0.606, segm_mAP: 0.3950, segm_mAP_50: 0.6190, segm_mAP_75: 0.4220, segm_mAP_s: 0.2180, segm_mAP_m: 0.4250, segm_mAP_l: 0.5820, segm_mAP_copypaste: 0.395 0.619 0.422 0.218 0.425 0.582 2022-09-17 17:52:12,681 - mmdet - INFO - Epoch [13][50/7330] lr: 1.000e-04, eta: 1 day, 3:57:49, time: 2.515, data_time: 1.939, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1720, s0.acc: 94.1274, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2173, s1.loss_cls: 0.0845, s1.acc: 94.1598, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1111, s2.loss_cls: 0.0417, s2.acc: 94.0370, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0534, loss: 1.1215 2022-09-17 17:52:41,096 - mmdet - INFO - Epoch [13][100/7330] lr: 1.000e-04, eta: 1 day, 3:57:20, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1826, s0.acc: 93.8594, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2198, s1.loss_cls: 0.0880, s1.acc: 93.9367, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1123, s2.loss_cls: 0.0431, s2.acc: 93.8465, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0537, loss: 1.1489 2022-09-17 17:53:09,702 - mmdet - INFO - Epoch [13][150/7330] lr: 1.000e-04, eta: 1 day, 3:56:52, time: 0.572, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1719, s0.acc: 94.2856, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2180, s1.loss_cls: 0.0814, s1.acc: 94.3989, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1099, s2.loss_cls: 0.0399, s2.acc: 94.3685, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0525, loss: 1.1124 2022-09-17 17:53:38,001 - mmdet - INFO - Epoch [13][200/7330] lr: 1.000e-04, eta: 1 day, 3:56:22, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1782, s0.acc: 93.9102, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2226, s1.loss_cls: 0.0857, s1.acc: 93.8358, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1133, s2.loss_cls: 0.0425, s2.acc: 93.7469, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0540, loss: 1.1590 2022-09-17 17:54:06,116 - mmdet - INFO - Epoch [13][250/7330] lr: 1.000e-04, eta: 1 day, 3:55:53, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1688, s0.acc: 94.0945, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2245, s1.loss_cls: 0.0807, s1.acc: 94.1039, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1141, s2.loss_cls: 0.0398, s2.acc: 94.1595, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0544, loss: 1.1304 2022-09-17 17:54:34,139 - mmdet - INFO - Epoch [13][300/7330] lr: 1.000e-04, eta: 1 day, 3:55:23, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1726, s0.acc: 94.1421, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2180, s1.loss_cls: 0.0828, s1.acc: 94.1594, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1112, s2.loss_cls: 0.0410, s2.acc: 93.9277, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0525, loss: 1.1303 2022-09-17 17:55:02,109 - mmdet - INFO - Epoch [13][350/7330] lr: 1.000e-04, eta: 1 day, 3:54:53, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1680, s0.acc: 94.2458, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2144, s1.loss_cls: 0.0805, s1.acc: 94.4099, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1090, s2.loss_cls: 0.0398, s2.acc: 94.3737, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0517, loss: 1.0894 2022-09-17 17:55:30,984 - mmdet - INFO - Epoch [13][400/7330] lr: 1.000e-04, eta: 1 day, 3:54:25, time: 0.578, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1766, s0.acc: 93.8782, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2176, s1.loss_cls: 0.0848, s1.acc: 93.8996, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1098, s2.loss_cls: 0.0419, s2.acc: 93.8443, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0524, loss: 1.1439 2022-09-17 17:55:59,127 - mmdet - INFO - Epoch [13][450/7330] lr: 1.000e-04, eta: 1 day, 3:53:55, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1700, s0.acc: 94.0723, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2170, s1.loss_cls: 0.0831, s1.acc: 94.0370, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1100, s2.loss_cls: 0.0409, s2.acc: 94.0021, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0526, loss: 1.1214 2022-09-17 17:56:27,644 - mmdet - INFO - Epoch [13][500/7330] lr: 1.000e-04, eta: 1 day, 3:53:26, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1768, s0.acc: 93.9539, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2224, s1.loss_cls: 0.0855, s1.acc: 94.0434, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1118, s2.loss_cls: 0.0424, s2.acc: 93.8920, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0531, loss: 1.1474 2022-09-17 17:56:55,967 - mmdet - INFO - Epoch [13][550/7330] lr: 1.000e-04, eta: 1 day, 3:52:57, time: 0.566, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1880, s0.acc: 93.7234, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2264, s1.loss_cls: 0.0913, s1.acc: 93.7524, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1149, s2.loss_cls: 0.0446, s2.acc: 93.6959, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0552, loss: 1.1853 2022-09-17 17:57:24,245 - mmdet - INFO - Epoch [13][600/7330] lr: 1.000e-04, eta: 1 day, 3:52:28, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1860, s0.acc: 93.7158, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2229, s1.loss_cls: 0.0903, s1.acc: 93.7193, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1129, s2.loss_cls: 0.0441, s2.acc: 93.7944, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0538, loss: 1.1698 2022-09-17 17:57:53,442 - mmdet - INFO - Epoch [13][650/7330] lr: 1.000e-04, eta: 1 day, 3:52:00, time: 0.584, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1837, s0.acc: 93.8540, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2207, s1.loss_cls: 0.0863, s1.acc: 94.0062, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1124, s2.loss_cls: 0.0420, s2.acc: 94.0622, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0537, loss: 1.1633 2022-09-17 17:58:21,298 - mmdet - INFO - Epoch [13][700/7330] lr: 1.000e-04, eta: 1 day, 3:51:30, time: 0.557, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1689, s0.acc: 94.2561, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2167, s1.loss_cls: 0.0811, s1.acc: 94.3909, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1102, s2.loss_cls: 0.0392, s2.acc: 94.3673, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0525, loss: 1.1072 2022-09-17 17:58:50,334 - mmdet - INFO - Epoch [13][750/7330] lr: 1.000e-04, eta: 1 day, 3:51:03, time: 0.581, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1701, s0.acc: 94.0728, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2145, s1.loss_cls: 0.0816, s1.acc: 94.1746, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1103, s2.loss_cls: 0.0403, s2.acc: 94.1435, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0528, loss: 1.1106 2022-09-17 17:59:18,117 - mmdet - INFO - Epoch [13][800/7330] lr: 1.000e-04, eta: 1 day, 3:50:32, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1686, s0.acc: 94.1011, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2216, s1.loss_cls: 0.0808, s1.acc: 94.1862, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1127, s2.loss_cls: 0.0394, s2.acc: 94.0789, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0538, loss: 1.1276 2022-09-17 17:59:46,087 - mmdet - INFO - Epoch [13][850/7330] lr: 1.000e-04, eta: 1 day, 3:50:02, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1764, s0.acc: 94.0029, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2203, s1.loss_cls: 0.0853, s1.acc: 94.0378, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1124, s2.loss_cls: 0.0417, s2.acc: 93.9576, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0530, loss: 1.1274 2022-09-17 18:00:19,732 - mmdet - INFO - Epoch [13][900/7330] lr: 1.000e-04, eta: 1 day, 3:49:44, time: 0.673, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1756, s0.acc: 94.0339, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2194, s1.loss_cls: 0.0836, s1.acc: 94.1980, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1122, s2.loss_cls: 0.0414, s2.acc: 94.0251, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0537, loss: 1.1413 2022-09-17 18:00:47,907 - mmdet - INFO - Epoch [13][950/7330] lr: 1.000e-04, eta: 1 day, 3:49:14, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1780, s0.acc: 93.8738, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2184, s1.loss_cls: 0.0868, s1.acc: 93.9318, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1110, s2.loss_cls: 0.0435, s2.acc: 93.8030, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0528, loss: 1.1506 2022-09-17 18:01:16,210 - mmdet - INFO - Epoch [13][1000/7330] lr: 1.000e-04, eta: 1 day, 3:48:45, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1880, s0.acc: 93.7043, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2233, s1.loss_cls: 0.0905, s1.acc: 93.7506, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1128, s2.loss_cls: 0.0441, s2.acc: 93.7039, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0541, loss: 1.1798 2022-09-17 18:01:44,301 - mmdet - INFO - Epoch [13][1050/7330] lr: 1.000e-04, eta: 1 day, 3:48:15, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1812, s0.acc: 93.8064, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2164, s1.loss_cls: 0.0867, s1.acc: 93.8652, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1101, s2.loss_cls: 0.0432, s2.acc: 93.7724, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0522, loss: 1.1504 2022-09-17 18:02:12,383 - mmdet - INFO - Epoch [13][1100/7330] lr: 1.000e-04, eta: 1 day, 3:47:46, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1836, s0.acc: 93.7327, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2237, s1.loss_cls: 0.0887, s1.acc: 93.7905, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1139, s2.loss_cls: 0.0433, s2.acc: 93.8243, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0542, loss: 1.1707 2022-09-17 18:02:40,579 - mmdet - INFO - Epoch [13][1150/7330] lr: 1.000e-04, eta: 1 day, 3:47:16, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1754, s0.acc: 94.0330, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2182, s1.loss_cls: 0.0853, s1.acc: 94.0337, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1107, s2.loss_cls: 0.0421, s2.acc: 93.8721, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0534, loss: 1.1277 2022-09-17 18:03:08,622 - mmdet - INFO - Epoch [13][1200/7330] lr: 1.000e-04, eta: 1 day, 3:46:46, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1752, s0.acc: 94.0073, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2201, s1.loss_cls: 0.0858, s1.acc: 93.9617, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1125, s2.loss_cls: 0.0428, s2.acc: 93.7696, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0539, loss: 1.1477 2022-09-17 18:03:36,552 - mmdet - INFO - Epoch [13][1250/7330] lr: 1.000e-04, eta: 1 day, 3:46:16, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1770, s0.acc: 93.9705, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2220, s1.loss_cls: 0.0854, s1.acc: 93.9578, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1123, s2.loss_cls: 0.0421, s2.acc: 93.8819, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0539, loss: 1.1487 2022-09-17 18:04:03,936 - mmdet - INFO - Epoch [13][1300/7330] lr: 1.000e-04, eta: 1 day, 3:45:45, time: 0.547, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1789, s0.acc: 94.0315, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2203, s1.loss_cls: 0.0844, s1.acc: 94.1292, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1113, s2.loss_cls: 0.0410, s2.acc: 94.0948, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0531, loss: 1.1397 2022-09-17 18:04:32,145 - mmdet - INFO - Epoch [13][1350/7330] lr: 1.000e-04, eta: 1 day, 3:45:16, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1890, s0.acc: 93.6765, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2204, s1.loss_cls: 0.0918, s1.acc: 93.7066, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1115, s2.loss_cls: 0.0449, s2.acc: 93.5744, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0532, loss: 1.1787 2022-09-17 18:05:00,182 - mmdet - INFO - Epoch [13][1400/7330] lr: 1.000e-04, eta: 1 day, 3:44:46, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1760, s0.acc: 93.8958, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2181, s1.loss_cls: 0.0856, s1.acc: 93.8579, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1105, s2.loss_cls: 0.0425, s2.acc: 93.7668, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0528, loss: 1.1374 2022-09-17 18:05:28,649 - mmdet - INFO - Epoch [13][1450/7330] lr: 1.000e-04, eta: 1 day, 3:44:17, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1829, s0.acc: 93.9182, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2210, s1.loss_cls: 0.0888, s1.acc: 93.8461, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1128, s2.loss_cls: 0.0436, s2.acc: 93.8318, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0535, loss: 1.1522 2022-09-17 18:05:56,880 - mmdet - INFO - Epoch [13][1500/7330] lr: 1.000e-04, eta: 1 day, 3:43:48, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1697, s0.acc: 94.1326, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2165, s1.loss_cls: 0.0819, s1.acc: 94.1648, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1094, s2.loss_cls: 0.0406, s2.acc: 94.1025, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0524, loss: 1.1151 2022-09-17 18:06:25,253 - mmdet - INFO - Epoch [13][1550/7330] lr: 1.000e-04, eta: 1 day, 3:43:19, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1866, s0.acc: 93.6384, s0.loss_bbox: 0.2581, s0.loss_mask: 0.2257, s1.loss_cls: 0.0895, s1.acc: 93.6898, s1.loss_bbox: 0.1195, s1.loss_mask: 0.1142, s2.loss_cls: 0.0442, s2.acc: 93.6320, s2.loss_bbox: 0.0472, s2.loss_mask: 0.0544, loss: 1.1987 2022-09-17 18:06:54,215 - mmdet - INFO - Epoch [13][1600/7330] lr: 1.000e-04, eta: 1 day, 3:42:51, time: 0.579, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1787, s0.acc: 93.8687, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2243, s1.loss_cls: 0.0864, s1.acc: 93.8519, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1129, s2.loss_cls: 0.0422, s2.acc: 93.7629, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0539, loss: 1.1563 2022-09-17 18:07:21,855 - mmdet - INFO - Epoch [13][1650/7330] lr: 1.000e-04, eta: 1 day, 3:42:20, time: 0.552, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1720, s0.acc: 94.0408, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2187, s1.loss_cls: 0.0833, s1.acc: 94.0920, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1122, s2.loss_cls: 0.0411, s2.acc: 93.9962, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0539, loss: 1.1328 2022-09-17 18:07:49,859 - mmdet - INFO - Epoch [13][1700/7330] lr: 1.000e-04, eta: 1 day, 3:41:51, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1708, s0.acc: 94.2561, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2167, s1.loss_cls: 0.0821, s1.acc: 94.3107, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1111, s2.loss_cls: 0.0394, s2.acc: 94.4608, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0530, loss: 1.1107 2022-09-17 18:08:18,107 - mmdet - INFO - Epoch [13][1750/7330] lr: 1.000e-04, eta: 1 day, 3:41:21, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1780, s0.acc: 93.9570, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2192, s1.loss_cls: 0.0859, s1.acc: 93.9319, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1124, s2.loss_cls: 0.0422, s2.acc: 93.7864, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0538, loss: 1.1405 2022-09-17 18:08:46,884 - mmdet - INFO - Epoch [13][1800/7330] lr: 1.000e-04, eta: 1 day, 3:40:53, time: 0.576, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1824, s0.acc: 93.9353, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2237, s1.loss_cls: 0.0875, s1.acc: 93.9889, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1131, s2.loss_cls: 0.0429, s2.acc: 94.0451, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0540, loss: 1.1464 2022-09-17 18:09:15,410 - mmdet - INFO - Epoch [13][1850/7330] lr: 1.000e-04, eta: 1 day, 3:40:24, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1751, s0.acc: 94.0740, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2190, s1.loss_cls: 0.0848, s1.acc: 94.1052, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1112, s2.loss_cls: 0.0421, s2.acc: 93.9740, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0530, loss: 1.1333 2022-09-17 18:09:43,544 - mmdet - INFO - Epoch [13][1900/7330] lr: 1.000e-04, eta: 1 day, 3:39:55, time: 0.562, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1754, s0.acc: 94.0305, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2220, s1.loss_cls: 0.0839, s1.acc: 94.1441, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1107, s2.loss_cls: 0.0411, s2.acc: 94.0843, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0531, loss: 1.1393 2022-09-17 18:10:11,432 - mmdet - INFO - Epoch [13][1950/7330] lr: 1.000e-04, eta: 1 day, 3:39:25, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1757, s0.acc: 94.0464, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2245, s1.loss_cls: 0.0851, s1.acc: 94.0891, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1140, s2.loss_cls: 0.0420, s2.acc: 94.0986, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0544, loss: 1.1421 2022-09-17 18:10:39,579 - mmdet - INFO - Epoch [13][2000/7330] lr: 1.000e-04, eta: 1 day, 3:38:55, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1836, s0.acc: 93.7327, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2276, s1.loss_cls: 0.0873, s1.acc: 93.8581, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1145, s2.loss_cls: 0.0426, s2.acc: 93.8071, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0538, loss: 1.1741 2022-09-17 18:11:07,843 - mmdet - INFO - Epoch [13][2050/7330] lr: 1.000e-04, eta: 1 day, 3:38:26, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1769, s0.acc: 93.9333, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2231, s1.loss_cls: 0.0849, s1.acc: 94.0994, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1130, s2.loss_cls: 0.0416, s2.acc: 94.0266, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0538, loss: 1.1554 2022-09-17 18:11:35,907 - mmdet - INFO - Epoch [13][2100/7330] lr: 1.000e-04, eta: 1 day, 3:37:56, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1759, s0.acc: 93.9536, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2241, s1.loss_cls: 0.0837, s1.acc: 93.9961, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1135, s2.loss_cls: 0.0410, s2.acc: 93.8714, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0550, loss: 1.1466 2022-09-17 18:12:04,338 - mmdet - INFO - Epoch [13][2150/7330] lr: 1.000e-04, eta: 1 day, 3:37:27, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1718, s0.acc: 94.1514, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2226, s1.loss_cls: 0.0831, s1.acc: 94.1785, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1136, s2.loss_cls: 0.0407, s2.acc: 94.0578, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0542, loss: 1.1329 2022-09-17 18:12:32,142 - mmdet - INFO - Epoch [13][2200/7330] lr: 1.000e-04, eta: 1 day, 3:36:57, time: 0.557, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1822, s0.acc: 93.9165, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2194, s1.loss_cls: 0.0875, s1.acc: 93.9722, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1113, s2.loss_cls: 0.0426, s2.acc: 94.0486, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0533, loss: 1.1500 2022-09-17 18:13:00,387 - mmdet - INFO - Epoch [13][2250/7330] lr: 1.000e-04, eta: 1 day, 3:36:28, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1815, s0.acc: 93.8484, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2219, s1.loss_cls: 0.0870, s1.acc: 93.9485, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1132, s2.loss_cls: 0.0425, s2.acc: 93.8930, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0539, loss: 1.1629 2022-09-17 18:13:28,229 - mmdet - INFO - Epoch [13][2300/7330] lr: 1.000e-04, eta: 1 day, 3:35:57, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1668, s0.acc: 94.2253, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2157, s1.loss_cls: 0.0808, s1.acc: 94.2726, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1102, s2.loss_cls: 0.0399, s2.acc: 94.2876, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0528, loss: 1.1003 2022-09-17 18:13:56,799 - mmdet - INFO - Epoch [13][2350/7330] lr: 1.000e-04, eta: 1 day, 3:35:29, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1801, s0.acc: 93.8040, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2230, s1.loss_cls: 0.0868, s1.acc: 93.8838, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1137, s2.loss_cls: 0.0423, s2.acc: 93.7936, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0541, loss: 1.1697 2022-09-17 18:14:25,485 - mmdet - INFO - Epoch [13][2400/7330] lr: 1.000e-04, eta: 1 day, 3:35:00, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1778, s0.acc: 93.9165, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2204, s1.loss_cls: 0.0848, s1.acc: 94.0966, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1116, s2.loss_cls: 0.0417, s2.acc: 94.0906, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0528, loss: 1.1474 2022-09-17 18:14:53,430 - mmdet - INFO - Epoch [13][2450/7330] lr: 1.000e-04, eta: 1 day, 3:34:30, time: 0.558, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1760, s0.acc: 94.0383, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2233, s1.loss_cls: 0.0841, s1.acc: 94.2046, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1136, s2.loss_cls: 0.0410, s2.acc: 94.1770, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0543, loss: 1.1506 2022-09-17 18:15:21,775 - mmdet - INFO - Epoch [13][2500/7330] lr: 1.000e-04, eta: 1 day, 3:34:01, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1754, s0.acc: 94.0217, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2221, s1.loss_cls: 0.0831, s1.acc: 94.1100, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1116, s2.loss_cls: 0.0408, s2.acc: 94.0882, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0532, loss: 1.1464 2022-09-17 18:15:50,123 - mmdet - INFO - Epoch [13][2550/7330] lr: 1.000e-04, eta: 1 day, 3:33:32, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1796, s0.acc: 93.9202, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2263, s1.loss_cls: 0.0865, s1.acc: 93.9911, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1144, s2.loss_cls: 0.0426, s2.acc: 93.8568, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0548, loss: 1.1497 2022-09-17 18:16:18,540 - mmdet - INFO - Epoch [13][2600/7330] lr: 1.000e-04, eta: 1 day, 3:33:03, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1846, s0.acc: 93.7883, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2147, s1.loss_cls: 0.0894, s1.acc: 93.8062, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1085, s2.loss_cls: 0.0441, s2.acc: 93.7716, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0515, loss: 1.1477 2022-09-17 18:16:47,346 - mmdet - INFO - Epoch [13][2650/7330] lr: 1.000e-04, eta: 1 day, 3:32:35, time: 0.576, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1725, s0.acc: 94.1226, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2169, s1.loss_cls: 0.0841, s1.acc: 94.1099, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1112, s2.loss_cls: 0.0419, s2.acc: 93.8763, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0526, loss: 1.1323 2022-09-17 18:17:15,719 - mmdet - INFO - Epoch [13][2700/7330] lr: 1.000e-04, eta: 1 day, 3:32:06, time: 0.567, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1774, s0.acc: 93.9424, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2203, s1.loss_cls: 0.0862, s1.acc: 93.9033, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1117, s2.loss_cls: 0.0422, s2.acc: 93.8250, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0533, loss: 1.1523 2022-09-17 18:17:44,441 - mmdet - INFO - Epoch [13][2750/7330] lr: 1.000e-04, eta: 1 day, 3:31:37, time: 0.574, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1859, s0.acc: 93.6663, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2218, s1.loss_cls: 0.0899, s1.acc: 93.7114, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1128, s2.loss_cls: 0.0442, s2.acc: 93.7062, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0539, loss: 1.1791 2022-09-17 18:18:13,043 - mmdet - INFO - Epoch [13][2800/7330] lr: 1.000e-04, eta: 1 day, 3:31:09, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1743, s0.acc: 94.0308, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2190, s1.loss_cls: 0.0842, s1.acc: 94.0803, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1109, s2.loss_cls: 0.0415, s2.acc: 94.0312, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0530, loss: 1.1393 2022-09-17 18:18:41,087 - mmdet - INFO - Epoch [13][2850/7330] lr: 1.000e-04, eta: 1 day, 3:30:39, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1807, s0.acc: 93.9104, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2157, s1.loss_cls: 0.0866, s1.acc: 94.0173, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1091, s2.loss_cls: 0.0428, s2.acc: 93.8098, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0524, loss: 1.1386 2022-09-17 18:19:09,457 - mmdet - INFO - Epoch [13][2900/7330] lr: 1.000e-04, eta: 1 day, 3:30:10, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1691, s0.acc: 94.1355, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2190, s1.loss_cls: 0.0819, s1.acc: 94.1289, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1120, s2.loss_cls: 0.0407, s2.acc: 94.0817, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0532, loss: 1.1353 2022-09-17 18:19:37,639 - mmdet - INFO - Epoch [13][2950/7330] lr: 1.000e-04, eta: 1 day, 3:29:41, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1802, s0.acc: 93.8169, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2212, s1.loss_cls: 0.0880, s1.acc: 93.8708, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1114, s2.loss_cls: 0.0424, s2.acc: 93.8948, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0531, loss: 1.1574 2022-09-17 18:20:06,318 - mmdet - INFO - Epoch [13][3000/7330] lr: 1.000e-04, eta: 1 day, 3:29:12, time: 0.574, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1822, s0.acc: 93.8193, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2206, s1.loss_cls: 0.0872, s1.acc: 93.8150, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1115, s2.loss_cls: 0.0430, s2.acc: 93.6388, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0533, loss: 1.1674 2022-09-17 18:20:34,791 - mmdet - INFO - Epoch [13][3050/7330] lr: 1.000e-04, eta: 1 day, 3:28:43, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1741, s0.acc: 93.9746, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2278, s1.loss_cls: 0.0844, s1.acc: 93.9315, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1145, s2.loss_cls: 0.0418, s2.acc: 93.8141, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0548, loss: 1.1488 2022-09-17 18:21:03,023 - mmdet - INFO - Epoch [13][3100/7330] lr: 1.000e-04, eta: 1 day, 3:28:14, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1696, s0.acc: 94.1697, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2214, s1.loss_cls: 0.0829, s1.acc: 94.1401, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1124, s2.loss_cls: 0.0406, s2.acc: 94.1214, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0536, loss: 1.1238 2022-09-17 18:21:31,300 - mmdet - INFO - Epoch [13][3150/7330] lr: 1.000e-04, eta: 1 day, 3:27:45, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1784, s0.acc: 93.8364, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2173, s1.loss_cls: 0.0871, s1.acc: 93.9000, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1100, s2.loss_cls: 0.0431, s2.acc: 93.7388, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0527, loss: 1.1533 2022-09-17 18:21:59,525 - mmdet - INFO - Epoch [13][3200/7330] lr: 1.000e-04, eta: 1 day, 3:27:15, time: 0.565, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1742, s0.acc: 93.9897, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2226, s1.loss_cls: 0.0849, s1.acc: 94.0355, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1124, s2.loss_cls: 0.0417, s2.acc: 93.8856, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0533, loss: 1.1400 2022-09-17 18:22:27,524 - mmdet - INFO - Epoch [13][3250/7330] lr: 1.000e-04, eta: 1 day, 3:26:45, time: 0.559, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1757, s0.acc: 94.0144, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2225, s1.loss_cls: 0.0853, s1.acc: 93.9999, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1128, s2.loss_cls: 0.0417, s2.acc: 93.9958, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.1392 2022-09-17 18:22:55,788 - mmdet - INFO - Epoch [13][3300/7330] lr: 1.000e-04, eta: 1 day, 3:26:16, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1711, s0.acc: 94.2253, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2222, s1.loss_cls: 0.0823, s1.acc: 94.2694, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1128, s2.loss_cls: 0.0405, s2.acc: 94.2089, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0538, loss: 1.1181 2022-09-17 18:23:24,408 - mmdet - INFO - Epoch [13][3350/7330] lr: 1.000e-04, eta: 1 day, 3:25:48, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1684, s0.acc: 94.2139, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2107, s1.loss_cls: 0.0808, s1.acc: 94.3068, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1081, s2.loss_cls: 0.0396, s2.acc: 94.1636, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0517, loss: 1.0963 2022-09-17 18:23:52,632 - mmdet - INFO - Epoch [13][3400/7330] lr: 1.000e-04, eta: 1 day, 3:25:18, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1775, s0.acc: 93.9099, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2232, s1.loss_cls: 0.0859, s1.acc: 93.8917, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1120, s2.loss_cls: 0.0418, s2.acc: 93.8837, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0530, loss: 1.1563 2022-09-17 18:24:20,316 - mmdet - INFO - Epoch [13][3450/7330] lr: 1.000e-04, eta: 1 day, 3:24:48, time: 0.554, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1635, s0.acc: 94.4795, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2141, s1.loss_cls: 0.0781, s1.acc: 94.5305, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1076, s2.loss_cls: 0.0384, s2.acc: 94.4215, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0513, loss: 1.0672 2022-09-17 18:24:48,557 - mmdet - INFO - Epoch [13][3500/7330] lr: 1.000e-04, eta: 1 day, 3:24:19, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1810, s0.acc: 93.9133, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2296, s1.loss_cls: 0.0880, s1.acc: 93.9223, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1156, s2.loss_cls: 0.0432, s2.acc: 93.8602, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0553, loss: 1.1616 2022-09-17 18:25:15,837 - mmdet - INFO - Epoch [13][3550/7330] lr: 1.000e-04, eta: 1 day, 3:23:48, time: 0.546, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1782, s0.acc: 94.0632, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2279, s1.loss_cls: 0.0873, s1.acc: 94.0654, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1150, s2.loss_cls: 0.0427, s2.acc: 93.9859, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0541, loss: 1.1465 2022-09-17 18:25:44,050 - mmdet - INFO - Epoch [13][3600/7330] lr: 1.000e-04, eta: 1 day, 3:23:18, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1747, s0.acc: 94.0205, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2236, s1.loss_cls: 0.0840, s1.acc: 94.1225, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1124, s2.loss_cls: 0.0409, s2.acc: 94.0032, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0536, loss: 1.1393 2022-09-17 18:26:12,138 - mmdet - INFO - Epoch [13][3650/7330] lr: 1.000e-04, eta: 1 day, 3:22:49, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1756, s0.acc: 93.9849, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2184, s1.loss_cls: 0.0852, s1.acc: 93.9977, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1116, s2.loss_cls: 0.0419, s2.acc: 93.9201, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0534, loss: 1.1338 2022-09-17 18:26:39,507 - mmdet - INFO - Epoch [13][3700/7330] lr: 1.000e-04, eta: 1 day, 3:22:18, time: 0.548, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1732, s0.acc: 94.1216, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2229, s1.loss_cls: 0.0830, s1.acc: 94.1303, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1129, s2.loss_cls: 0.0407, s2.acc: 94.0503, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0535, loss: 1.1273 2022-09-17 18:27:07,235 - mmdet - INFO - Epoch [13][3750/7330] lr: 1.000e-04, eta: 1 day, 3:21:47, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1700, s0.acc: 94.2681, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2116, s1.loss_cls: 0.0816, s1.acc: 94.2974, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1077, s2.loss_cls: 0.0395, s2.acc: 94.2230, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0516, loss: 1.0900 2022-09-17 18:27:35,123 - mmdet - INFO - Epoch [13][3800/7330] lr: 1.000e-04, eta: 1 day, 3:21:17, time: 0.558, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1701, s0.acc: 94.1296, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2208, s1.loss_cls: 0.0834, s1.acc: 94.1793, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1127, s2.loss_cls: 0.0410, s2.acc: 94.0960, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0537, loss: 1.1206 2022-09-17 18:28:03,070 - mmdet - INFO - Epoch [13][3850/7330] lr: 1.000e-04, eta: 1 day, 3:20:48, time: 0.558, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1829, s0.acc: 93.7905, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2286, s1.loss_cls: 0.0872, s1.acc: 93.9074, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1160, s2.loss_cls: 0.0427, s2.acc: 93.8420, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0554, loss: 1.1667 2022-09-17 18:28:31,195 - mmdet - INFO - Epoch [13][3900/7330] lr: 1.000e-04, eta: 1 day, 3:20:18, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1769, s0.acc: 93.9651, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2271, s1.loss_cls: 0.0858, s1.acc: 94.0663, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1147, s2.loss_cls: 0.0423, s2.acc: 93.9346, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0553, loss: 1.1394 2022-09-17 18:28:59,536 - mmdet - INFO - Epoch [13][3950/7330] lr: 1.000e-04, eta: 1 day, 3:19:49, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1802, s0.acc: 94.0149, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2233, s1.loss_cls: 0.0871, s1.acc: 94.0798, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1134, s2.loss_cls: 0.0429, s2.acc: 94.0005, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0540, loss: 1.1436 2022-09-17 18:29:28,113 - mmdet - INFO - Epoch [13][4000/7330] lr: 1.000e-04, eta: 1 day, 3:19:20, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1718, s0.acc: 94.1409, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2188, s1.loss_cls: 0.0827, s1.acc: 94.1825, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1116, s2.loss_cls: 0.0406, s2.acc: 94.1253, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0527, loss: 1.1135 2022-09-17 18:29:56,006 - mmdet - INFO - Epoch [13][4050/7330] lr: 1.000e-04, eta: 1 day, 3:18:50, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1772, s0.acc: 94.0625, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2287, s1.loss_cls: 0.0853, s1.acc: 94.0889, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1164, s2.loss_cls: 0.0415, s2.acc: 94.0890, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0554, loss: 1.1539 2022-09-17 18:30:24,607 - mmdet - INFO - Epoch [13][4100/7330] lr: 1.000e-04, eta: 1 day, 3:18:22, time: 0.571, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1766, s0.acc: 94.0652, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2220, s1.loss_cls: 0.0846, s1.acc: 94.1718, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1131, s2.loss_cls: 0.0413, s2.acc: 94.1003, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0541, loss: 1.1387 2022-09-17 18:30:52,779 - mmdet - INFO - Epoch [13][4150/7330] lr: 1.000e-04, eta: 1 day, 3:17:52, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1778, s0.acc: 93.8796, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2162, s1.loss_cls: 0.0865, s1.acc: 93.9381, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1089, s2.loss_cls: 0.0428, s2.acc: 93.8220, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0522, loss: 1.1403 2022-09-17 18:31:21,423 - mmdet - INFO - Epoch [13][4200/7330] lr: 1.000e-04, eta: 1 day, 3:17:24, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1871, s0.acc: 93.7847, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2267, s1.loss_cls: 0.0896, s1.acc: 93.8729, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1153, s2.loss_cls: 0.0437, s2.acc: 93.6596, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0548, loss: 1.1782 2022-09-17 18:31:48,868 - mmdet - INFO - Epoch [13][4250/7330] lr: 1.000e-04, eta: 1 day, 3:16:53, time: 0.551, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1950, s0.acc: 93.5083, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2218, s1.loss_cls: 0.0931, s1.acc: 93.5555, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1128, s2.loss_cls: 0.0451, s2.acc: 93.4777, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0536, loss: 1.1864 2022-09-17 18:32:16,748 - mmdet - INFO - Epoch [13][4300/7330] lr: 1.000e-04, eta: 1 day, 3:16:23, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1859, s0.acc: 93.7476, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2189, s1.loss_cls: 0.0897, s1.acc: 93.7335, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1109, s2.loss_cls: 0.0440, s2.acc: 93.6432, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0527, loss: 1.1684 2022-09-17 18:32:44,645 - mmdet - INFO - Epoch [13][4350/7330] lr: 1.000e-04, eta: 1 day, 3:15:53, time: 0.557, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1804, s0.acc: 93.7830, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2211, s1.loss_cls: 0.0868, s1.acc: 93.9743, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1115, s2.loss_cls: 0.0425, s2.acc: 93.9017, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0530, loss: 1.1497 2022-09-17 18:33:12,798 - mmdet - INFO - Epoch [13][4400/7330] lr: 1.000e-04, eta: 1 day, 3:15:24, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1769, s0.acc: 93.9600, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2163, s1.loss_cls: 0.0862, s1.acc: 93.9356, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1105, s2.loss_cls: 0.0419, s2.acc: 93.8839, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0524, loss: 1.1234 2022-09-17 18:33:40,775 - mmdet - INFO - Epoch [13][4450/7330] lr: 1.000e-04, eta: 1 day, 3:14:54, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1848, s0.acc: 93.7776, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2172, s1.loss_cls: 0.0900, s1.acc: 93.8689, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1116, s2.loss_cls: 0.0444, s2.acc: 93.7411, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0534, loss: 1.1726 2022-09-17 18:34:08,411 - mmdet - INFO - Epoch [13][4500/7330] lr: 1.000e-04, eta: 1 day, 3:14:24, time: 0.552, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1735, s0.acc: 93.9792, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2173, s1.loss_cls: 0.0846, s1.acc: 93.9619, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1107, s2.loss_cls: 0.0417, s2.acc: 93.8123, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0527, loss: 1.1298 2022-09-17 18:34:36,109 - mmdet - INFO - Epoch [13][4550/7330] lr: 1.000e-04, eta: 1 day, 3:13:53, time: 0.554, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1798, s0.acc: 93.9392, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2244, s1.loss_cls: 0.0854, s1.acc: 94.1039, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1137, s2.loss_cls: 0.0417, s2.acc: 94.1567, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0545, loss: 1.1465 2022-09-17 18:35:04,894 - mmdet - INFO - Epoch [13][4600/7330] lr: 1.000e-04, eta: 1 day, 3:13:25, time: 0.576, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1798, s0.acc: 93.8123, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2253, s1.loss_cls: 0.0883, s1.acc: 93.7178, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1145, s2.loss_cls: 0.0435, s2.acc: 93.7299, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0546, loss: 1.1638 2022-09-17 18:35:32,917 - mmdet - INFO - Epoch [13][4650/7330] lr: 1.000e-04, eta: 1 day, 3:12:55, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1892, s0.acc: 93.4944, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2245, s1.loss_cls: 0.0926, s1.acc: 93.4546, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1141, s2.loss_cls: 0.0452, s2.acc: 93.3472, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0542, loss: 1.1934 2022-09-17 18:36:01,251 - mmdet - INFO - Epoch [13][4700/7330] lr: 1.000e-04, eta: 1 day, 3:12:26, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1788, s0.acc: 93.9604, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2238, s1.loss_cls: 0.0868, s1.acc: 93.9262, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1136, s2.loss_cls: 0.0423, s2.acc: 93.9851, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0543, loss: 1.1478 2022-09-17 18:36:29,409 - mmdet - INFO - Epoch [13][4750/7330] lr: 1.000e-04, eta: 1 day, 3:11:57, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1764, s0.acc: 93.9060, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2235, s1.loss_cls: 0.0858, s1.acc: 93.9607, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1134, s2.loss_cls: 0.0424, s2.acc: 93.8774, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0543, loss: 1.1611 2022-09-17 18:36:57,407 - mmdet - INFO - Epoch [13][4800/7330] lr: 1.000e-04, eta: 1 day, 3:11:27, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1734, s0.acc: 94.1372, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2169, s1.loss_cls: 0.0839, s1.acc: 94.2210, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1107, s2.loss_cls: 0.0416, s2.acc: 94.0404, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0523, loss: 1.1126 2022-09-17 18:37:26,601 - mmdet - INFO - Epoch [13][4850/7330] lr: 1.000e-04, eta: 1 day, 3:11:00, time: 0.584, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1795, s0.acc: 93.9351, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2192, s1.loss_cls: 0.0862, s1.acc: 93.9680, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1121, s2.loss_cls: 0.0421, s2.acc: 93.8327, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0532, loss: 1.1430 2022-09-17 18:37:54,428 - mmdet - INFO - Epoch [13][4900/7330] lr: 1.000e-04, eta: 1 day, 3:10:29, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1794, s0.acc: 93.9126, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2276, s1.loss_cls: 0.0874, s1.acc: 93.9455, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1136, s2.loss_cls: 0.0436, s2.acc: 93.8445, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0539, loss: 1.1611 2022-09-17 18:38:22,741 - mmdet - INFO - Epoch [13][4950/7330] lr: 1.000e-04, eta: 1 day, 3:10:00, time: 0.567, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1768, s0.acc: 93.8472, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2222, s1.loss_cls: 0.0848, s1.acc: 93.8944, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1128, s2.loss_cls: 0.0415, s2.acc: 93.8828, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0534, loss: 1.1534 2022-09-17 18:38:50,764 - mmdet - INFO - Epoch [13][5000/7330] lr: 1.000e-04, eta: 1 day, 3:09:31, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1787, s0.acc: 93.9224, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2241, s1.loss_cls: 0.0850, s1.acc: 93.9902, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1131, s2.loss_cls: 0.0419, s2.acc: 93.8954, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0542, loss: 1.1493 2022-09-17 18:39:18,766 - mmdet - INFO - Epoch [13][5050/7330] lr: 1.000e-04, eta: 1 day, 3:09:01, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1819, s0.acc: 93.8330, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2233, s1.loss_cls: 0.0883, s1.acc: 93.8787, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1133, s2.loss_cls: 0.0437, s2.acc: 93.6947, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0541, loss: 1.1596 2022-09-17 18:39:47,107 - mmdet - INFO - Epoch [13][5100/7330] lr: 1.000e-04, eta: 1 day, 3:08:32, time: 0.570, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1724, s0.acc: 94.0298, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2206, s1.loss_cls: 0.0841, s1.acc: 94.0248, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1112, s2.loss_cls: 0.0418, s2.acc: 93.8600, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0528, loss: 1.1300 2022-09-17 18:40:15,076 - mmdet - INFO - Epoch [13][5150/7330] lr: 1.000e-04, eta: 1 day, 3:08:02, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1825, s0.acc: 93.8232, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2288, s1.loss_cls: 0.0889, s1.acc: 93.8553, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1153, s2.loss_cls: 0.0435, s2.acc: 93.7958, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0548, loss: 1.1724 2022-09-17 18:40:43,828 - mmdet - INFO - Epoch [13][5200/7330] lr: 1.000e-04, eta: 1 day, 3:07:34, time: 0.575, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1761, s0.acc: 94.0088, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2218, s1.loss_cls: 0.0864, s1.acc: 93.9478, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1136, s2.loss_cls: 0.0432, s2.acc: 93.8411, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0544, loss: 1.1445 2022-09-17 18:41:11,915 - mmdet - INFO - Epoch [13][5250/7330] lr: 1.000e-04, eta: 1 day, 3:07:04, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1758, s0.acc: 94.0535, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2156, s1.loss_cls: 0.0844, s1.acc: 94.1253, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1092, s2.loss_cls: 0.0416, s2.acc: 94.0471, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0522, loss: 1.1258 2022-09-17 18:41:39,677 - mmdet - INFO - Epoch [13][5300/7330] lr: 1.000e-04, eta: 1 day, 3:06:34, time: 0.556, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1764, s0.acc: 94.0188, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2206, s1.loss_cls: 0.0858, s1.acc: 94.0615, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1125, s2.loss_cls: 0.0416, s2.acc: 94.1613, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0535, loss: 1.1306 2022-09-17 18:42:07,767 - mmdet - INFO - Epoch [13][5350/7330] lr: 1.000e-04, eta: 1 day, 3:06:05, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1841, s0.acc: 93.5818, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2247, s1.loss_cls: 0.0905, s1.acc: 93.5058, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1129, s2.loss_cls: 0.0440, s2.acc: 93.5595, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0541, loss: 1.1808 2022-09-17 18:42:35,936 - mmdet - INFO - Epoch [13][5400/7330] lr: 1.000e-04, eta: 1 day, 3:05:35, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1752, s0.acc: 94.0703, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2196, s1.loss_cls: 0.0845, s1.acc: 94.1374, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1120, s2.loss_cls: 0.0417, s2.acc: 94.0116, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0536, loss: 1.1287 2022-09-17 18:43:03,728 - mmdet - INFO - Epoch [13][5450/7330] lr: 1.000e-04, eta: 1 day, 3:05:05, time: 0.556, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1754, s0.acc: 94.0903, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2207, s1.loss_cls: 0.0857, s1.acc: 94.1034, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1122, s2.loss_cls: 0.0420, s2.acc: 94.0958, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0537, loss: 1.1171 2022-09-17 18:43:32,353 - mmdet - INFO - Epoch [13][5500/7330] lr: 1.000e-04, eta: 1 day, 3:04:37, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1693, s0.acc: 94.0671, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2246, s1.loss_cls: 0.0831, s1.acc: 93.9990, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1130, s2.loss_cls: 0.0409, s2.acc: 93.8939, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0535, loss: 1.1277 2022-09-17 18:44:00,376 - mmdet - INFO - Epoch [13][5550/7330] lr: 1.000e-04, eta: 1 day, 3:04:07, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1678, s0.acc: 94.3186, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2067, s1.loss_cls: 0.0816, s1.acc: 94.2883, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1059, s2.loss_cls: 0.0403, s2.acc: 94.2377, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0508, loss: 1.0806 2022-09-17 18:44:28,624 - mmdet - INFO - Epoch [13][5600/7330] lr: 1.000e-04, eta: 1 day, 3:03:38, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1834, s0.acc: 93.7971, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2185, s1.loss_cls: 0.0902, s1.acc: 93.8251, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1105, s2.loss_cls: 0.0447, s2.acc: 93.5801, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0524, loss: 1.1514 2022-09-17 18:44:56,742 - mmdet - INFO - Epoch [13][5650/7330] lr: 1.000e-04, eta: 1 day, 3:03:08, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1838, s0.acc: 93.8872, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2266, s1.loss_cls: 0.0884, s1.acc: 93.9830, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1137, s2.loss_cls: 0.0427, s2.acc: 93.9674, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0542, loss: 1.1538 2022-09-17 18:45:25,173 - mmdet - INFO - Epoch [13][5700/7330] lr: 1.000e-04, eta: 1 day, 3:02:39, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1825, s0.acc: 93.7185, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2212, s1.loss_cls: 0.0883, s1.acc: 93.7227, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1124, s2.loss_cls: 0.0431, s2.acc: 93.6880, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0538, loss: 1.1669 2022-09-17 18:45:53,211 - mmdet - INFO - Epoch [13][5750/7330] lr: 1.000e-04, eta: 1 day, 3:02:10, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1704, s0.acc: 94.1191, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2146, s1.loss_cls: 0.0819, s1.acc: 94.1928, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1094, s2.loss_cls: 0.0402, s2.acc: 94.1207, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0523, loss: 1.1085 2022-09-17 18:46:21,262 - mmdet - INFO - Epoch [13][5800/7330] lr: 1.000e-04, eta: 1 day, 3:01:40, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1721, s0.acc: 94.2158, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2226, s1.loss_cls: 0.0828, s1.acc: 94.3389, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1135, s2.loss_cls: 0.0406, s2.acc: 94.2990, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0541, loss: 1.1220 2022-09-17 18:46:49,081 - mmdet - INFO - Epoch [13][5850/7330] lr: 1.000e-04, eta: 1 day, 3:01:10, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1807, s0.acc: 93.8525, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2149, s1.loss_cls: 0.0862, s1.acc: 93.9668, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1103, s2.loss_cls: 0.0426, s2.acc: 93.8240, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0530, loss: 1.1391 2022-09-17 18:47:17,686 - mmdet - INFO - Epoch [13][5900/7330] lr: 1.000e-04, eta: 1 day, 3:00:42, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1791, s0.acc: 93.8625, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2182, s1.loss_cls: 0.0875, s1.acc: 93.8267, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1096, s2.loss_cls: 0.0434, s2.acc: 93.7238, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0520, loss: 1.1487 2022-09-17 18:47:45,768 - mmdet - INFO - Epoch [13][5950/7330] lr: 1.000e-04, eta: 1 day, 3:00:12, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1767, s0.acc: 94.1130, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2190, s1.loss_cls: 0.0851, s1.acc: 94.1386, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1120, s2.loss_cls: 0.0421, s2.acc: 94.1561, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0530, loss: 1.1188 2022-09-17 18:48:14,067 - mmdet - INFO - Epoch [13][6000/7330] lr: 1.000e-04, eta: 1 day, 2:59:43, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1752, s0.acc: 94.0181, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2198, s1.loss_cls: 0.0862, s1.acc: 93.9791, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1115, s2.loss_cls: 0.0432, s2.acc: 93.8219, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0531, loss: 1.1386 2022-09-17 18:48:41,904 - mmdet - INFO - Epoch [13][6050/7330] lr: 1.000e-04, eta: 1 day, 2:59:13, time: 0.557, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1783, s0.acc: 93.8965, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2201, s1.loss_cls: 0.0860, s1.acc: 94.0104, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1118, s2.loss_cls: 0.0424, s2.acc: 93.8597, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0532, loss: 1.1477 2022-09-17 18:49:10,192 - mmdet - INFO - Epoch [13][6100/7330] lr: 1.000e-04, eta: 1 day, 2:58:44, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1741, s0.acc: 93.9888, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2172, s1.loss_cls: 0.0837, s1.acc: 94.0810, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1106, s2.loss_cls: 0.0412, s2.acc: 93.9970, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0530, loss: 1.1271 2022-09-17 18:49:38,398 - mmdet - INFO - Epoch [13][6150/7330] lr: 1.000e-04, eta: 1 day, 2:58:15, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1728, s0.acc: 94.1501, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2179, s1.loss_cls: 0.0839, s1.acc: 94.2105, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1114, s2.loss_cls: 0.0413, s2.acc: 94.1053, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0530, loss: 1.1225 2022-09-17 18:50:06,793 - mmdet - INFO - Epoch [13][6200/7330] lr: 1.000e-04, eta: 1 day, 2:57:46, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1770, s0.acc: 93.9854, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2203, s1.loss_cls: 0.0851, s1.acc: 94.1504, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1105, s2.loss_cls: 0.0411, s2.acc: 94.2252, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0523, loss: 1.1379 2022-09-17 18:50:34,781 - mmdet - INFO - Epoch [13][6250/7330] lr: 1.000e-04, eta: 1 day, 2:57:16, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1762, s0.acc: 93.8872, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2256, s1.loss_cls: 0.0854, s1.acc: 93.8890, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1140, s2.loss_cls: 0.0418, s2.acc: 93.8737, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0543, loss: 1.1548 2022-09-17 18:51:03,064 - mmdet - INFO - Epoch [13][6300/7330] lr: 1.000e-04, eta: 1 day, 2:56:47, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1711, s0.acc: 94.1348, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2202, s1.loss_cls: 0.0829, s1.acc: 94.1594, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1122, s2.loss_cls: 0.0414, s2.acc: 93.8821, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0533, loss: 1.1271 2022-09-17 18:51:30,956 - mmdet - INFO - Epoch [13][6350/7330] lr: 1.000e-04, eta: 1 day, 2:56:17, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1683, s0.acc: 94.3677, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2186, s1.loss_cls: 0.0797, s1.acc: 94.5402, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1115, s2.loss_cls: 0.0391, s2.acc: 94.4553, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0529, loss: 1.1012 2022-09-17 18:51:59,595 - mmdet - INFO - Epoch [13][6400/7330] lr: 1.000e-04, eta: 1 day, 2:55:48, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1734, s0.acc: 94.1602, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2179, s1.loss_cls: 0.0851, s1.acc: 94.0897, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1115, s2.loss_cls: 0.0425, s2.acc: 93.9668, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0526, loss: 1.1230 2022-09-17 18:52:27,892 - mmdet - INFO - Epoch [13][6450/7330] lr: 1.000e-04, eta: 1 day, 2:55:19, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1725, s0.acc: 94.1948, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2168, s1.loss_cls: 0.0827, s1.acc: 94.2224, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1086, s2.loss_cls: 0.0408, s2.acc: 94.1515, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0519, loss: 1.1043 2022-09-17 18:52:56,510 - mmdet - INFO - Epoch [13][6500/7330] lr: 1.000e-04, eta: 1 day, 2:54:51, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1705, s0.acc: 94.2065, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2178, s1.loss_cls: 0.0819, s1.acc: 94.2476, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1104, s2.loss_cls: 0.0401, s2.acc: 94.2042, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0526, loss: 1.1190 2022-09-17 18:53:24,573 - mmdet - INFO - Epoch [13][6550/7330] lr: 1.000e-04, eta: 1 day, 2:54:21, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1743, s0.acc: 94.0754, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2237, s1.loss_cls: 0.0859, s1.acc: 94.0072, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1129, s2.loss_cls: 0.0414, s2.acc: 94.0529, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0539, loss: 1.1314 2022-09-17 18:53:52,877 - mmdet - INFO - Epoch [13][6600/7330] lr: 1.000e-04, eta: 1 day, 2:53:52, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1784, s0.acc: 93.9187, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2201, s1.loss_cls: 0.0863, s1.acc: 93.9848, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1115, s2.loss_cls: 0.0421, s2.acc: 93.9018, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0530, loss: 1.1399 2022-09-17 18:54:21,314 - mmdet - INFO - Epoch [13][6650/7330] lr: 1.000e-04, eta: 1 day, 2:53:23, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1711, s0.acc: 94.0725, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2218, s1.loss_cls: 0.0843, s1.acc: 94.0121, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1120, s2.loss_cls: 0.0417, s2.acc: 93.9677, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0537, loss: 1.1288 2022-09-17 18:54:49,012 - mmdet - INFO - Epoch [13][6700/7330] lr: 1.000e-04, eta: 1 day, 2:52:53, time: 0.554, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1744, s0.acc: 94.0945, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2111, s1.loss_cls: 0.0850, s1.acc: 94.1037, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1078, s2.loss_cls: 0.0416, s2.acc: 94.0413, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0517, loss: 1.1109 2022-09-17 18:55:17,171 - mmdet - INFO - Epoch [13][6750/7330] lr: 1.000e-04, eta: 1 day, 2:52:23, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1734, s0.acc: 94.0791, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2210, s1.loss_cls: 0.0845, s1.acc: 94.0594, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1123, s2.loss_cls: 0.0416, s2.acc: 93.8722, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0538, loss: 1.1273 2022-09-17 18:55:45,040 - mmdet - INFO - Epoch [13][6800/7330] lr: 1.000e-04, eta: 1 day, 2:51:54, time: 0.557, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1644, s0.acc: 94.4165, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2212, s1.loss_cls: 0.0805, s1.acc: 94.4051, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1129, s2.loss_cls: 0.0402, s2.acc: 94.2668, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0540, loss: 1.0857 2022-09-17 18:56:13,421 - mmdet - INFO - Epoch [13][6850/7330] lr: 1.000e-04, eta: 1 day, 2:51:25, time: 0.568, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1801, s0.acc: 93.8982, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2182, s1.loss_cls: 0.0896, s1.acc: 93.7699, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1110, s2.loss_cls: 0.0440, s2.acc: 93.7661, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0526, loss: 1.1363 2022-09-17 18:56:41,930 - mmdet - INFO - Epoch [13][6900/7330] lr: 1.000e-04, eta: 1 day, 2:50:56, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1800, s0.acc: 93.8694, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2315, s1.loss_cls: 0.0871, s1.acc: 93.9088, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1164, s2.loss_cls: 0.0428, s2.acc: 93.9279, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0557, loss: 1.1720 2022-09-17 18:57:09,917 - mmdet - INFO - Epoch [13][6950/7330] lr: 1.000e-04, eta: 1 day, 2:50:26, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1809, s0.acc: 93.9326, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2216, s1.loss_cls: 0.0876, s1.acc: 93.9615, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1128, s2.loss_cls: 0.0430, s2.acc: 93.8613, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0533, loss: 1.1600 2022-09-17 18:57:38,416 - mmdet - INFO - Epoch [13][7000/7330] lr: 1.000e-04, eta: 1 day, 2:49:57, time: 0.570, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1805, s0.acc: 93.8848, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2178, s1.loss_cls: 0.0862, s1.acc: 93.9709, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1103, s2.loss_cls: 0.0423, s2.acc: 93.8735, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0528, loss: 1.1530 2022-09-17 18:58:06,364 - mmdet - INFO - Epoch [13][7050/7330] lr: 1.000e-04, eta: 1 day, 2:49:28, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1833, s0.acc: 93.8853, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2284, s1.loss_cls: 0.0888, s1.acc: 93.9136, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1155, s2.loss_cls: 0.0433, s2.acc: 93.8816, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0554, loss: 1.1730 2022-09-17 18:58:34,785 - mmdet - INFO - Epoch [13][7100/7330] lr: 1.000e-04, eta: 1 day, 2:48:59, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1807, s0.acc: 93.8315, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2249, s1.loss_cls: 0.0875, s1.acc: 93.8305, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1148, s2.loss_cls: 0.0433, s2.acc: 93.6427, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0549, loss: 1.1689 2022-09-17 18:59:02,773 - mmdet - INFO - Epoch [13][7150/7330] lr: 1.000e-04, eta: 1 day, 2:48:29, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1825, s0.acc: 93.8311, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2245, s1.loss_cls: 0.0882, s1.acc: 93.8330, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1122, s2.loss_cls: 0.0437, s2.acc: 93.7320, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0533, loss: 1.1669 2022-09-17 18:59:30,845 - mmdet - INFO - Epoch [13][7200/7330] lr: 1.000e-04, eta: 1 day, 2:48:00, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1758, s0.acc: 94.0134, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2246, s1.loss_cls: 0.0849, s1.acc: 94.0847, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1132, s2.loss_cls: 0.0422, s2.acc: 93.9753, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0534, loss: 1.1386 2022-09-17 18:59:59,242 - mmdet - INFO - Epoch [13][7250/7330] lr: 1.000e-04, eta: 1 day, 2:47:31, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1852, s0.acc: 93.8113, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2274, s1.loss_cls: 0.0892, s1.acc: 93.8229, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1155, s2.loss_cls: 0.0436, s2.acc: 93.7870, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0547, loss: 1.1724 2022-09-17 19:00:27,328 - mmdet - INFO - Epoch [13][7300/7330] lr: 1.000e-04, eta: 1 day, 2:47:01, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1729, s0.acc: 94.0688, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2181, s1.loss_cls: 0.0833, s1.acc: 94.1080, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1100, s2.loss_cls: 0.0410, s2.acc: 94.0504, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0522, loss: 1.1206 2022-09-17 19:00:53,174 - mmdet - INFO - Saving checkpoint at 13 epochs 2022-09-17 19:02:44,855 - mmdet - INFO - Evaluating bbox... 2022-09-17 19:03:12,843 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.466 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.651 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.505 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.302 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 ] = 0.621 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 ] = 0.423 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 ] = 0.767 2022-09-17 19:03:12,843 - mmdet - INFO - Evaluating segm... 2022-09-17 19:03:45,622 - 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 ] = 0.623 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.435 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 ] = 0.432 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 ] = 0.526 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.526 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.526 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 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.697 2022-09-17 19:03:46,055 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 19:03:46,055 - mmdet - INFO - Epoch(val) [13][313] bbox_mAP: 0.4660, bbox_mAP_50: 0.6510, bbox_mAP_75: 0.5050, bbox_mAP_s: 0.3020, bbox_mAP_m: 0.4980, bbox_mAP_l: 0.6210, bbox_mAP_copypaste: 0.466 0.651 0.505 0.302 0.498 0.621, segm_mAP: 0.4030, segm_mAP_50: 0.6230, segm_mAP_75: 0.4350, segm_mAP_s: 0.2120, segm_mAP_m: 0.4320, segm_mAP_l: 0.5910, segm_mAP_copypaste: 0.403 0.623 0.435 0.212 0.432 0.591 2022-09-17 19:05:50,552 - mmdet - INFO - Epoch [14][50/7330] lr: 1.000e-04, eta: 1 day, 2:48:35, time: 2.489, data_time: 1.908, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1709, s0.acc: 94.1108, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2152, s1.loss_cls: 0.0834, s1.acc: 94.0471, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1098, s2.loss_cls: 0.0412, s2.acc: 94.0360, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0522, loss: 1.1174 2022-09-17 19:06:18,940 - mmdet - INFO - Epoch [14][100/7330] lr: 1.000e-04, eta: 1 day, 2:48:06, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1647, s0.acc: 94.3281, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2152, s1.loss_cls: 0.0803, s1.acc: 94.2709, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1094, s2.loss_cls: 0.0400, s2.acc: 94.1369, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0521, loss: 1.0977 2022-09-17 19:06:47,860 - mmdet - INFO - Epoch [14][150/7330] lr: 1.000e-04, eta: 1 day, 2:47:37, time: 0.579, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1647, s0.acc: 94.2742, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2131, s1.loss_cls: 0.0786, s1.acc: 94.4902, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1083, s2.loss_cls: 0.0385, s2.acc: 94.4939, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0517, loss: 1.0885 2022-09-17 19:07:16,142 - mmdet - INFO - Epoch [14][200/7330] lr: 1.000e-04, eta: 1 day, 2:47:08, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1587, s0.acc: 94.4822, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2156, s1.loss_cls: 0.0761, s1.acc: 94.5513, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1096, s2.loss_cls: 0.0377, s2.acc: 94.4101, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0523, loss: 1.0803 2022-09-17 19:07:44,783 - mmdet - INFO - Epoch [14][250/7330] lr: 1.000e-04, eta: 1 day, 2:46:40, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1791, s0.acc: 93.8652, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2195, s1.loss_cls: 0.0873, s1.acc: 93.8073, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1124, s2.loss_cls: 0.0431, s2.acc: 93.7234, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0532, loss: 1.1554 2022-09-17 19:08:12,951 - mmdet - INFO - Epoch [14][300/7330] lr: 1.000e-04, eta: 1 day, 2:46:10, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1691, s0.acc: 94.1990, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2209, s1.loss_cls: 0.0814, s1.acc: 94.2597, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1117, s2.loss_cls: 0.0401, s2.acc: 94.1371, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0537, loss: 1.1164 2022-09-17 19:08:41,147 - mmdet - INFO - Epoch [14][350/7330] lr: 1.000e-04, eta: 1 day, 2:45:41, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1733, s0.acc: 93.9773, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2210, s1.loss_cls: 0.0845, s1.acc: 94.0730, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1113, s2.loss_cls: 0.0417, s2.acc: 93.8790, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0529, loss: 1.1395 2022-09-17 19:09:09,118 - mmdet - INFO - Epoch [14][400/7330] lr: 1.000e-04, eta: 1 day, 2:45:11, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1656, s0.acc: 94.3574, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2111, s1.loss_cls: 0.0801, s1.acc: 94.3725, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1072, s2.loss_cls: 0.0397, s2.acc: 94.1780, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0515, loss: 1.0905 2022-09-17 19:09:37,245 - mmdet - INFO - Epoch [14][450/7330] lr: 1.000e-04, eta: 1 day, 2:44:41, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1675, s0.acc: 94.2327, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2234, s1.loss_cls: 0.0822, s1.acc: 94.1834, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1139, s2.loss_cls: 0.0405, s2.acc: 94.1840, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0547, loss: 1.1187 2022-09-17 19:10:05,591 - mmdet - INFO - Epoch [14][500/7330] lr: 1.000e-04, eta: 1 day, 2:44:12, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1702, s0.acc: 94.3003, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2118, s1.loss_cls: 0.0826, s1.acc: 94.3373, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1075, s2.loss_cls: 0.0403, s2.acc: 94.2715, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0511, loss: 1.0910 2022-09-17 19:10:33,264 - mmdet - INFO - Epoch [14][550/7330] lr: 1.000e-04, eta: 1 day, 2:43:42, time: 0.553, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1683, s0.acc: 94.2026, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2112, s1.loss_cls: 0.0817, s1.acc: 94.2202, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1075, s2.loss_cls: 0.0401, s2.acc: 94.1628, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0514, loss: 1.0927 2022-09-17 19:11:01,548 - mmdet - INFO - Epoch [14][600/7330] lr: 1.000e-04, eta: 1 day, 2:43:13, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1800, s0.acc: 93.8616, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2217, s1.loss_cls: 0.0875, s1.acc: 93.8742, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1125, s2.loss_cls: 0.0427, s2.acc: 93.8799, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0538, loss: 1.1506 2022-09-17 19:11:30,311 - mmdet - INFO - Epoch [14][650/7330] lr: 1.000e-04, eta: 1 day, 2:42:44, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1730, s0.acc: 94.0288, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2194, s1.loss_cls: 0.0837, s1.acc: 94.1125, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1111, s2.loss_cls: 0.0416, s2.acc: 93.9941, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0526, loss: 1.1325 2022-09-17 19:11:58,649 - mmdet - INFO - Epoch [14][700/7330] lr: 1.000e-04, eta: 1 day, 2:42:15, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1733, s0.acc: 94.0435, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2162, s1.loss_cls: 0.0843, s1.acc: 94.0036, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1104, s2.loss_cls: 0.0416, s2.acc: 93.9116, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0524, loss: 1.1352 2022-09-17 19:12:27,214 - mmdet - INFO - Epoch [14][750/7330] lr: 1.000e-04, eta: 1 day, 2:41:46, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1592, s0.acc: 94.4917, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2161, s1.loss_cls: 0.0761, s1.acc: 94.5651, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1112, s2.loss_cls: 0.0377, s2.acc: 94.4931, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0531, loss: 1.0790 2022-09-17 19:12:55,067 - mmdet - INFO - Epoch [14][800/7330] lr: 1.000e-04, eta: 1 day, 2:41:16, time: 0.557, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1699, s0.acc: 94.3264, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2185, s1.loss_cls: 0.0819, s1.acc: 94.4015, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1123, s2.loss_cls: 0.0404, s2.acc: 94.2931, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0538, loss: 1.1112 2022-09-17 19:13:23,205 - mmdet - INFO - Epoch [14][850/7330] lr: 1.000e-04, eta: 1 day, 2:40:47, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1697, s0.acc: 94.1946, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2253, s1.loss_cls: 0.0828, s1.acc: 94.2634, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1143, s2.loss_cls: 0.0403, s2.acc: 94.2038, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0550, loss: 1.1234 2022-09-17 19:13:51,246 - mmdet - INFO - Epoch [14][900/7330] lr: 1.000e-04, eta: 1 day, 2:40:17, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1753, s0.acc: 94.1584, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2208, s1.loss_cls: 0.0852, s1.acc: 94.1676, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1126, s2.loss_cls: 0.0414, s2.acc: 94.1983, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0531, loss: 1.1309 2022-09-17 19:14:19,399 - mmdet - INFO - Epoch [14][950/7330] lr: 1.000e-04, eta: 1 day, 2:39:48, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1707, s0.acc: 94.1694, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2210, s1.loss_cls: 0.0827, s1.acc: 94.2320, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1111, s2.loss_cls: 0.0412, s2.acc: 94.0879, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0530, loss: 1.1319 2022-09-17 19:14:47,317 - mmdet - INFO - Epoch [14][1000/7330] lr: 1.000e-04, eta: 1 day, 2:39:18, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1629, s0.acc: 94.4150, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2148, s1.loss_cls: 0.0796, s1.acc: 94.4048, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1090, s2.loss_cls: 0.0391, s2.acc: 94.3193, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0520, loss: 1.0837 2022-09-17 19:15:15,313 - mmdet - INFO - Epoch [14][1050/7330] lr: 1.000e-04, eta: 1 day, 2:38:48, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1790, s0.acc: 93.7957, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2223, s1.loss_cls: 0.0867, s1.acc: 93.7565, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1123, s2.loss_cls: 0.0423, s2.acc: 93.7873, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0535, loss: 1.1562 2022-09-17 19:15:43,520 - mmdet - INFO - Epoch [14][1100/7330] lr: 1.000e-04, eta: 1 day, 2:38:19, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1771, s0.acc: 93.8960, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2206, s1.loss_cls: 0.0855, s1.acc: 93.9742, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1113, s2.loss_cls: 0.0414, s2.acc: 94.0092, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0532, loss: 1.1535 2022-09-17 19:16:11,421 - mmdet - INFO - Epoch [14][1150/7330] lr: 1.000e-04, eta: 1 day, 2:37:49, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1736, s0.acc: 94.1179, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2181, s1.loss_cls: 0.0826, s1.acc: 94.2778, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1106, s2.loss_cls: 0.0406, s2.acc: 94.1423, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0526, loss: 1.1214 2022-09-17 19:16:39,752 - mmdet - INFO - Epoch [14][1200/7330] lr: 1.000e-04, eta: 1 day, 2:37:20, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1665, s0.acc: 94.2339, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2179, s1.loss_cls: 0.0802, s1.acc: 94.2926, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1109, s2.loss_cls: 0.0393, s2.acc: 94.2541, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0526, loss: 1.1123 2022-09-17 19:17:07,805 - mmdet - INFO - Epoch [14][1250/7330] lr: 1.000e-04, eta: 1 day, 2:36:50, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1769, s0.acc: 93.9333, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2147, s1.loss_cls: 0.0852, s1.acc: 93.9408, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1096, s2.loss_cls: 0.0420, s2.acc: 93.9770, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0519, loss: 1.1308 2022-09-17 19:17:36,201 - mmdet - INFO - Epoch [14][1300/7330] lr: 1.000e-04, eta: 1 day, 2:36:21, time: 0.567, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1639, s0.acc: 94.4429, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2177, s1.loss_cls: 0.0784, s1.acc: 94.6738, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1117, s2.loss_cls: 0.0387, s2.acc: 94.5940, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0535, loss: 1.0860 2022-09-17 19:18:03,917 - mmdet - INFO - Epoch [14][1350/7330] lr: 1.000e-04, eta: 1 day, 2:35:51, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1658, s0.acc: 94.2397, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2126, s1.loss_cls: 0.0798, s1.acc: 94.2735, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1069, s2.loss_cls: 0.0394, s2.acc: 94.2475, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0510, loss: 1.0883 2022-09-17 19:18:31,762 - mmdet - INFO - Epoch [14][1400/7330] lr: 1.000e-04, eta: 1 day, 2:35:21, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1747, s0.acc: 93.9302, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2204, s1.loss_cls: 0.0844, s1.acc: 94.0351, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1122, s2.loss_cls: 0.0415, s2.acc: 94.0108, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0536, loss: 1.1384 2022-09-17 19:18:59,661 - mmdet - INFO - Epoch [14][1450/7330] lr: 1.000e-04, eta: 1 day, 2:34:51, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1713, s0.acc: 94.0986, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2127, s1.loss_cls: 0.0826, s1.acc: 94.1644, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1085, s2.loss_cls: 0.0405, s2.acc: 94.1242, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0518, loss: 1.1132 2022-09-17 19:19:28,169 - mmdet - INFO - Epoch [14][1500/7330] lr: 1.000e-04, eta: 1 day, 2:34:22, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1798, s0.acc: 93.6658, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2202, s1.loss_cls: 0.0864, s1.acc: 93.8189, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1110, s2.loss_cls: 0.0432, s2.acc: 93.6394, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0526, loss: 1.1641 2022-09-17 19:19:55,970 - mmdet - INFO - Epoch [14][1550/7330] lr: 1.000e-04, eta: 1 day, 2:33:52, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1691, s0.acc: 94.2012, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2147, s1.loss_cls: 0.0814, s1.acc: 94.2707, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1091, s2.loss_cls: 0.0404, s2.acc: 94.1626, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0521, loss: 1.1063 2022-09-17 19:20:24,366 - mmdet - INFO - Epoch [14][1600/7330] lr: 1.000e-04, eta: 1 day, 2:33:23, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1638, s0.acc: 94.3394, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2172, s1.loss_cls: 0.0804, s1.acc: 94.2964, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1104, s2.loss_cls: 0.0400, s2.acc: 94.0698, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0524, loss: 1.0991 2022-09-17 19:20:53,151 - mmdet - INFO - Epoch [14][1650/7330] lr: 1.000e-04, eta: 1 day, 2:32:55, time: 0.576, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1654, s0.acc: 94.2463, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2160, s1.loss_cls: 0.0806, s1.acc: 94.3181, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1103, s2.loss_cls: 0.0399, s2.acc: 94.1345, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0527, loss: 1.1008 2022-09-17 19:21:21,278 - mmdet - INFO - Epoch [14][1700/7330] lr: 1.000e-04, eta: 1 day, 2:32:25, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1682, s0.acc: 94.2854, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2173, s1.loss_cls: 0.0808, s1.acc: 94.2709, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1114, s2.loss_cls: 0.0396, s2.acc: 94.2478, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0533, loss: 1.1141 2022-09-17 19:21:49,648 - mmdet - INFO - Epoch [14][1750/7330] lr: 1.000e-04, eta: 1 day, 2:31:56, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1797, s0.acc: 93.9177, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2199, s1.loss_cls: 0.0865, s1.acc: 93.9974, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1123, s2.loss_cls: 0.0426, s2.acc: 93.9777, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0534, loss: 1.1433 2022-09-17 19:22:17,923 - mmdet - INFO - Epoch [14][1800/7330] lr: 1.000e-04, eta: 1 day, 2:31:27, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1696, s0.acc: 94.2388, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2176, s1.loss_cls: 0.0822, s1.acc: 94.3069, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1105, s2.loss_cls: 0.0401, s2.acc: 94.2227, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0525, loss: 1.1165 2022-09-17 19:22:46,027 - mmdet - INFO - Epoch [14][1850/7330] lr: 1.000e-04, eta: 1 day, 2:30:58, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1748, s0.acc: 94.0789, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2184, s1.loss_cls: 0.0840, s1.acc: 94.2050, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1109, s2.loss_cls: 0.0410, s2.acc: 94.1840, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0526, loss: 1.1332 2022-09-17 19:23:14,019 - mmdet - INFO - Epoch [14][1900/7330] lr: 1.000e-04, eta: 1 day, 2:30:28, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1785, s0.acc: 93.9680, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2239, s1.loss_cls: 0.0862, s1.acc: 94.0676, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1113, s2.loss_cls: 0.0420, s2.acc: 93.9584, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0526, loss: 1.1554 2022-09-17 19:23:42,696 - mmdet - INFO - Epoch [14][1950/7330] lr: 1.000e-04, eta: 1 day, 2:29:59, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1715, s0.acc: 94.0688, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2229, s1.loss_cls: 0.0820, s1.acc: 94.1478, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1134, s2.loss_cls: 0.0398, s2.acc: 94.1129, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0546, loss: 1.1214 2022-09-17 19:24:10,264 - mmdet - INFO - Epoch [14][2000/7330] lr: 1.000e-04, eta: 1 day, 2:29:29, time: 0.550, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1681, s0.acc: 94.2522, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2197, s1.loss_cls: 0.0801, s1.acc: 94.2944, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1112, s2.loss_cls: 0.0396, s2.acc: 94.2853, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0526, loss: 1.1153 2022-09-17 19:24:38,470 - mmdet - INFO - Epoch [14][2050/7330] lr: 1.000e-04, eta: 1 day, 2:29:00, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1720, s0.acc: 94.1179, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2201, s1.loss_cls: 0.0824, s1.acc: 94.1785, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1123, s2.loss_cls: 0.0406, s2.acc: 94.0380, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0536, loss: 1.1366 2022-09-17 19:25:06,916 - mmdet - INFO - Epoch [14][2100/7330] lr: 1.000e-04, eta: 1 day, 2:28:31, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1699, s0.acc: 94.3027, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2136, s1.loss_cls: 0.0823, s1.acc: 94.2909, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1085, s2.loss_cls: 0.0412, s2.acc: 94.1949, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0516, loss: 1.0994 2022-09-17 19:25:35,376 - mmdet - INFO - Epoch [14][2150/7330] lr: 1.000e-04, eta: 1 day, 2:28:02, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1889, s0.acc: 93.6284, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2220, s1.loss_cls: 0.0911, s1.acc: 93.7109, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1120, s2.loss_cls: 0.0444, s2.acc: 93.6551, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0538, loss: 1.1684 2022-09-17 19:26:03,899 - mmdet - INFO - Epoch [14][2200/7330] lr: 1.000e-04, eta: 1 day, 2:27:33, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1752, s0.acc: 93.9370, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2213, s1.loss_cls: 0.0847, s1.acc: 93.9632, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1126, s2.loss_cls: 0.0424, s2.acc: 93.7823, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0536, loss: 1.1442 2022-09-17 19:26:32,034 - mmdet - INFO - Epoch [14][2250/7330] lr: 1.000e-04, eta: 1 day, 2:27:03, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1727, s0.acc: 94.1174, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2138, s1.loss_cls: 0.0836, s1.acc: 94.1475, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1089, s2.loss_cls: 0.0410, s2.acc: 94.0862, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0521, loss: 1.1149 2022-09-17 19:27:00,368 - mmdet - INFO - Epoch [14][2300/7330] lr: 1.000e-04, eta: 1 day, 2:26:34, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1858, s0.acc: 93.7515, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2228, s1.loss_cls: 0.0903, s1.acc: 93.7789, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1125, s2.loss_cls: 0.0440, s2.acc: 93.8005, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0539, loss: 1.1688 2022-09-17 19:27:28,713 - mmdet - INFO - Epoch [14][2350/7330] lr: 1.000e-04, eta: 1 day, 2:26:05, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1751, s0.acc: 94.0583, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2163, s1.loss_cls: 0.0852, s1.acc: 94.0875, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1101, s2.loss_cls: 0.0419, s2.acc: 94.0655, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0526, loss: 1.1234 2022-09-17 19:27:56,957 - mmdet - INFO - Epoch [14][2400/7330] lr: 1.000e-04, eta: 1 day, 2:25:36, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1696, s0.acc: 94.2324, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2161, s1.loss_cls: 0.0824, s1.acc: 94.1968, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1105, s2.loss_cls: 0.0405, s2.acc: 94.1341, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0525, loss: 1.1015 2022-09-17 19:28:25,293 - mmdet - INFO - Epoch [14][2450/7330] lr: 1.000e-04, eta: 1 day, 2:25:07, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1817, s0.acc: 93.8323, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2140, s1.loss_cls: 0.0881, s1.acc: 93.7984, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1099, s2.loss_cls: 0.0436, s2.acc: 93.6952, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0524, loss: 1.1450 2022-09-17 19:28:53,570 - mmdet - INFO - Epoch [14][2500/7330] lr: 1.000e-04, eta: 1 day, 2:24:37, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1786, s0.acc: 94.0122, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2239, s1.loss_cls: 0.0865, s1.acc: 94.0480, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1135, s2.loss_cls: 0.0426, s2.acc: 93.9334, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0546, loss: 1.1448 2022-09-17 19:29:21,845 - mmdet - INFO - Epoch [14][2550/7330] lr: 1.000e-04, eta: 1 day, 2:24:08, time: 0.570, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1745, s0.acc: 94.0833, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2207, s1.loss_cls: 0.0849, s1.acc: 94.1437, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1123, s2.loss_cls: 0.0420, s2.acc: 94.1712, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0530, loss: 1.1324 2022-09-17 19:29:50,300 - mmdet - INFO - Epoch [14][2600/7330] lr: 1.000e-04, eta: 1 day, 2:23:40, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1767, s0.acc: 94.0078, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2217, s1.loss_cls: 0.0849, s1.acc: 94.1471, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1117, s2.loss_cls: 0.0424, s2.acc: 94.0072, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0533, loss: 1.1366 2022-09-17 19:30:18,545 - mmdet - INFO - Epoch [14][2650/7330] lr: 1.000e-04, eta: 1 day, 2:23:10, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1736, s0.acc: 94.1411, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2197, s1.loss_cls: 0.0842, s1.acc: 94.1474, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1117, s2.loss_cls: 0.0414, s2.acc: 94.0766, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0529, loss: 1.1107 2022-09-17 19:30:47,243 - mmdet - INFO - Epoch [14][2700/7330] lr: 1.000e-04, eta: 1 day, 2:22:42, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1801, s0.acc: 93.7935, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2161, s1.loss_cls: 0.0870, s1.acc: 93.8207, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1101, s2.loss_cls: 0.0422, s2.acc: 93.9115, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0527, loss: 1.1464 2022-09-17 19:31:15,671 - mmdet - INFO - Epoch [14][2750/7330] lr: 1.000e-04, eta: 1 day, 2:22:13, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1774, s0.acc: 93.8889, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2183, s1.loss_cls: 0.0855, s1.acc: 93.8762, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1109, s2.loss_cls: 0.0419, s2.acc: 93.9325, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0527, loss: 1.1452 2022-09-17 19:31:43,328 - mmdet - INFO - Epoch [14][2800/7330] lr: 1.000e-04, eta: 1 day, 2:21:43, time: 0.552, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1797, s0.acc: 93.8003, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2277, s1.loss_cls: 0.0879, s1.acc: 93.7274, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1156, s2.loss_cls: 0.0434, s2.acc: 93.6117, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0552, loss: 1.1754 2022-09-17 19:32:11,121 - mmdet - INFO - Epoch [14][2850/7330] lr: 1.000e-04, eta: 1 day, 2:21:13, time: 0.557, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1804, s0.acc: 93.8481, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2258, s1.loss_cls: 0.0861, s1.acc: 93.9923, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1143, s2.loss_cls: 0.0422, s2.acc: 94.0281, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0545, loss: 1.1610 2022-09-17 19:32:38,824 - mmdet - INFO - Epoch [14][2900/7330] lr: 1.000e-04, eta: 1 day, 2:20:42, time: 0.553, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1884, s0.acc: 93.6653, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2258, s1.loss_cls: 0.0901, s1.acc: 93.7296, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1137, s2.loss_cls: 0.0447, s2.acc: 93.5271, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0535, loss: 1.1840 2022-09-17 19:33:06,944 - mmdet - INFO - Epoch [14][2950/7330] lr: 1.000e-04, eta: 1 day, 2:20:13, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1691, s0.acc: 94.2419, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2139, s1.loss_cls: 0.0827, s1.acc: 94.1987, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1092, s2.loss_cls: 0.0408, s2.acc: 94.1899, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0521, loss: 1.0858 2022-09-17 19:33:35,571 - mmdet - INFO - Epoch [14][3000/7330] lr: 1.000e-04, eta: 1 day, 2:19:44, time: 0.573, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1745, s0.acc: 93.8699, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2191, s1.loss_cls: 0.0849, s1.acc: 93.8822, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1122, s2.loss_cls: 0.0422, s2.acc: 93.7463, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0539, loss: 1.1533 2022-09-17 19:34:03,641 - mmdet - INFO - Epoch [14][3050/7330] lr: 1.000e-04, eta: 1 day, 2:19:15, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1880, s0.acc: 93.6680, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2242, s1.loss_cls: 0.0908, s1.acc: 93.7250, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1143, s2.loss_cls: 0.0441, s2.acc: 93.7027, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0542, loss: 1.1770 2022-09-17 19:34:32,525 - mmdet - INFO - Epoch [14][3100/7330] lr: 1.000e-04, eta: 1 day, 2:18:47, time: 0.578, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1840, s0.acc: 93.7656, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2209, s1.loss_cls: 0.0890, s1.acc: 93.9478, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1123, s2.loss_cls: 0.0431, s2.acc: 93.9257, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0534, loss: 1.1641 2022-09-17 19:35:00,703 - mmdet - INFO - Epoch [14][3150/7330] lr: 1.000e-04, eta: 1 day, 2:18:17, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1758, s0.acc: 93.8330, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2254, s1.loss_cls: 0.0851, s1.acc: 93.8035, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1134, s2.loss_cls: 0.0422, s2.acc: 93.7240, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0538, loss: 1.1511 2022-09-17 19:35:29,466 - mmdet - INFO - Epoch [14][3200/7330] lr: 1.000e-04, eta: 1 day, 2:17:49, time: 0.574, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1784, s0.acc: 93.9229, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2209, s1.loss_cls: 0.0861, s1.acc: 93.8783, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1124, s2.loss_cls: 0.0425, s2.acc: 93.8133, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0539, loss: 1.1503 2022-09-17 19:35:57,601 - mmdet - INFO - Epoch [14][3250/7330] lr: 1.000e-04, eta: 1 day, 2:17:19, time: 0.563, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1663, s0.acc: 94.3220, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2102, s1.loss_cls: 0.0809, s1.acc: 94.3882, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1080, s2.loss_cls: 0.0396, s2.acc: 94.2751, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0515, loss: 1.0904 2022-09-17 19:36:26,285 - mmdet - INFO - Epoch [14][3300/7330] lr: 1.000e-04, eta: 1 day, 2:16:51, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1749, s0.acc: 93.9700, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2126, s1.loss_cls: 0.0841, s1.acc: 94.0714, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1084, s2.loss_cls: 0.0419, s2.acc: 93.8832, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0517, loss: 1.1229 2022-09-17 19:36:55,129 - mmdet - INFO - Epoch [14][3350/7330] lr: 1.000e-04, eta: 1 day, 2:16:23, time: 0.576, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1854, s0.acc: 93.6836, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2254, s1.loss_cls: 0.0901, s1.acc: 93.6695, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1145, s2.loss_cls: 0.0445, s2.acc: 93.5623, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0545, loss: 1.1811 2022-09-17 19:37:23,082 - mmdet - INFO - Epoch [14][3400/7330] lr: 1.000e-04, eta: 1 day, 2:15:53, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1727, s0.acc: 94.0540, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2209, s1.loss_cls: 0.0824, s1.acc: 94.0928, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1122, s2.loss_cls: 0.0411, s2.acc: 93.9563, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0535, loss: 1.1347 2022-09-17 19:37:51,456 - mmdet - INFO - Epoch [14][3450/7330] lr: 1.000e-04, eta: 1 day, 2:15:24, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1675, s0.acc: 94.3130, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2149, s1.loss_cls: 0.0803, s1.acc: 94.4937, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1102, s2.loss_cls: 0.0397, s2.acc: 94.2650, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0523, loss: 1.0982 2022-09-17 19:38:19,617 - mmdet - INFO - Epoch [14][3500/7330] lr: 1.000e-04, eta: 1 day, 2:14:54, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1807, s0.acc: 93.9666, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2183, s1.loss_cls: 0.0876, s1.acc: 93.8955, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1108, s2.loss_cls: 0.0432, s2.acc: 93.7650, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0529, loss: 1.1476 2022-09-17 19:38:47,573 - mmdet - INFO - Epoch [14][3550/7330] lr: 1.000e-04, eta: 1 day, 2:14:25, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1727, s0.acc: 94.1655, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2201, s1.loss_cls: 0.0842, s1.acc: 94.2339, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1125, s2.loss_cls: 0.0415, s2.acc: 94.1563, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0536, loss: 1.1263 2022-09-17 19:39:15,024 - mmdet - INFO - Epoch [14][3600/7330] lr: 1.000e-04, eta: 1 day, 2:13:54, time: 0.549, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1788, s0.acc: 93.8904, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2221, s1.loss_cls: 0.0869, s1.acc: 93.9336, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1124, s2.loss_cls: 0.0429, s2.acc: 93.8745, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0537, loss: 1.1547 2022-09-17 19:39:42,641 - mmdet - INFO - Epoch [14][3650/7330] lr: 1.000e-04, eta: 1 day, 2:13:24, time: 0.552, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1802, s0.acc: 93.9585, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2245, s1.loss_cls: 0.0870, s1.acc: 93.9290, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1129, s2.loss_cls: 0.0428, s2.acc: 93.8900, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0531, loss: 1.1524 2022-09-17 19:40:10,591 - mmdet - INFO - Epoch [14][3700/7330] lr: 1.000e-04, eta: 1 day, 2:12:54, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1627, s0.acc: 94.4048, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2152, s1.loss_cls: 0.0795, s1.acc: 94.3372, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1099, s2.loss_cls: 0.0390, s2.acc: 94.2411, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0526, loss: 1.0953 2022-09-17 19:40:38,493 - mmdet - INFO - Epoch [14][3750/7330] lr: 1.000e-04, eta: 1 day, 2:12:24, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1716, s0.acc: 94.1863, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2198, s1.loss_cls: 0.0818, s1.acc: 94.2806, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1121, s2.loss_cls: 0.0400, s2.acc: 94.2409, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0538, loss: 1.1119 2022-09-17 19:41:06,840 - mmdet - INFO - Epoch [14][3800/7330] lr: 1.000e-04, eta: 1 day, 2:11:55, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1790, s0.acc: 94.0156, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2164, s1.loss_cls: 0.0861, s1.acc: 94.0643, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1104, s2.loss_cls: 0.0419, s2.acc: 94.0676, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0527, loss: 1.1463 2022-09-17 19:41:34,497 - mmdet - INFO - Epoch [14][3850/7330] lr: 1.000e-04, eta: 1 day, 2:11:25, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1688, s0.acc: 94.2703, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2145, s1.loss_cls: 0.0810, s1.acc: 94.3154, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1093, s2.loss_cls: 0.0399, s2.acc: 94.2495, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0522, loss: 1.1031 2022-09-17 19:42:03,241 - mmdet - INFO - Epoch [14][3900/7330] lr: 1.000e-04, eta: 1 day, 2:10:57, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1688, s0.acc: 94.2627, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2191, s1.loss_cls: 0.0816, s1.acc: 94.3113, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1113, s2.loss_cls: 0.0400, s2.acc: 94.2620, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0531, loss: 1.1077 2022-09-17 19:42:31,537 - mmdet - INFO - Epoch [14][3950/7330] lr: 1.000e-04, eta: 1 day, 2:10:28, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1779, s0.acc: 94.0571, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2200, s1.loss_cls: 0.0840, s1.acc: 94.2079, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1106, s2.loss_cls: 0.0409, s2.acc: 94.1978, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0529, loss: 1.1299 2022-09-17 19:42:59,623 - mmdet - INFO - Epoch [14][4000/7330] lr: 1.000e-04, eta: 1 day, 2:09:58, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1646, s0.acc: 94.3369, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2157, s1.loss_cls: 0.0797, s1.acc: 94.3633, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1101, s2.loss_cls: 0.0389, s2.acc: 94.2278, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0527, loss: 1.1003 2022-09-17 19:43:27,799 - mmdet - INFO - Epoch [14][4050/7330] lr: 1.000e-04, eta: 1 day, 2:09:29, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1795, s0.acc: 93.9910, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2225, s1.loss_cls: 0.0870, s1.acc: 93.9270, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1131, s2.loss_cls: 0.0428, s2.acc: 93.7489, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0541, loss: 1.1474 2022-09-17 19:43:55,426 - mmdet - INFO - Epoch [14][4100/7330] lr: 1.000e-04, eta: 1 day, 2:08:58, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1766, s0.acc: 93.9451, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2236, s1.loss_cls: 0.0851, s1.acc: 94.0239, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1131, s2.loss_cls: 0.0415, s2.acc: 94.0204, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0538, loss: 1.1480 2022-09-17 19:44:23,230 - mmdet - INFO - Epoch [14][4150/7330] lr: 1.000e-04, eta: 1 day, 2:08:29, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1650, s0.acc: 94.4146, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2133, s1.loss_cls: 0.0800, s1.acc: 94.4219, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1089, s2.loss_cls: 0.0394, s2.acc: 94.3299, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0516, loss: 1.0822 2022-09-17 19:44:51,576 - mmdet - INFO - Epoch [14][4200/7330] lr: 1.000e-04, eta: 1 day, 2:07:59, time: 0.567, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1823, s0.acc: 93.7129, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2205, s1.loss_cls: 0.0889, s1.acc: 93.7130, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1127, s2.loss_cls: 0.0436, s2.acc: 93.6216, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0540, loss: 1.1683 2022-09-17 19:45:19,663 - mmdet - INFO - Epoch [14][4250/7330] lr: 1.000e-04, eta: 1 day, 2:07:30, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1721, s0.acc: 94.0854, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2159, s1.loss_cls: 0.0832, s1.acc: 94.1518, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1095, s2.loss_cls: 0.0411, s2.acc: 94.0620, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0519, loss: 1.1125 2022-09-17 19:45:47,743 - mmdet - INFO - Epoch [14][4300/7330] lr: 1.000e-04, eta: 1 day, 2:07:00, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1710, s0.acc: 94.0544, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2253, s1.loss_cls: 0.0842, s1.acc: 93.9675, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1145, s2.loss_cls: 0.0415, s2.acc: 93.8467, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0542, loss: 1.1381 2022-09-17 19:46:16,489 - mmdet - INFO - Epoch [14][4350/7330] lr: 1.000e-04, eta: 1 day, 2:06:32, time: 0.575, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1787, s0.acc: 93.8677, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2227, s1.loss_cls: 0.0864, s1.acc: 93.8844, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1131, s2.loss_cls: 0.0427, s2.acc: 93.8454, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0536, loss: 1.1502 2022-09-17 19:46:44,873 - mmdet - INFO - Epoch [14][4400/7330] lr: 1.000e-04, eta: 1 day, 2:06:03, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1822, s0.acc: 93.7578, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2248, s1.loss_cls: 0.0892, s1.acc: 93.6685, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1137, s2.loss_cls: 0.0442, s2.acc: 93.5263, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0543, loss: 1.1636 2022-09-17 19:47:13,176 - mmdet - INFO - Epoch [14][4450/7330] lr: 1.000e-04, eta: 1 day, 2:05:34, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1772, s0.acc: 93.7964, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2246, s1.loss_cls: 0.0858, s1.acc: 93.7886, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1125, s2.loss_cls: 0.0426, s2.acc: 93.5271, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0533, loss: 1.1643 2022-09-17 19:47:41,345 - mmdet - INFO - Epoch [14][4500/7330] lr: 1.000e-04, eta: 1 day, 2:05:05, time: 0.564, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1788, s0.acc: 93.9421, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2239, s1.loss_cls: 0.0856, s1.acc: 93.9771, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1141, s2.loss_cls: 0.0423, s2.acc: 93.8044, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0543, loss: 1.1612 2022-09-17 19:48:09,063 - mmdet - INFO - Epoch [14][4550/7330] lr: 1.000e-04, eta: 1 day, 2:04:35, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1651, s0.acc: 94.3091, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2243, s1.loss_cls: 0.0803, s1.acc: 94.3886, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1142, s2.loss_cls: 0.0393, s2.acc: 94.3351, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0546, loss: 1.1100 2022-09-17 19:48:36,841 - mmdet - INFO - Epoch [14][4600/7330] lr: 1.000e-04, eta: 1 day, 2:04:05, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1849, s0.acc: 93.7920, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2215, s1.loss_cls: 0.0909, s1.acc: 93.8136, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1118, s2.loss_cls: 0.0445, s2.acc: 93.6479, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0530, loss: 1.1596 2022-09-17 19:49:04,704 - mmdet - INFO - Epoch [14][4650/7330] lr: 1.000e-04, eta: 1 day, 2:03:35, time: 0.556, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1704, s0.acc: 94.2581, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2171, s1.loss_cls: 0.0828, s1.acc: 94.2949, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1112, s2.loss_cls: 0.0411, s2.acc: 94.1519, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0528, loss: 1.1164 2022-09-17 19:49:32,044 - mmdet - INFO - Epoch [14][4700/7330] lr: 1.000e-04, eta: 1 day, 2:03:04, time: 0.548, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1749, s0.acc: 94.1609, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2120, s1.loss_cls: 0.0843, s1.acc: 94.2138, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1095, s2.loss_cls: 0.0407, s2.acc: 94.3258, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0523, loss: 1.0996 2022-09-17 19:49:59,947 - mmdet - INFO - Epoch [14][4750/7330] lr: 1.000e-04, eta: 1 day, 2:02:34, time: 0.557, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1871, s0.acc: 93.5847, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2249, s1.loss_cls: 0.0907, s1.acc: 93.6953, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1143, s2.loss_cls: 0.0446, s2.acc: 93.5931, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0538, loss: 1.1765 2022-09-17 19:50:27,905 - mmdet - INFO - Epoch [14][4800/7330] lr: 1.000e-04, eta: 1 day, 2:02:05, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1785, s0.acc: 94.0483, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2151, s1.loss_cls: 0.0871, s1.acc: 94.0379, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1097, s2.loss_cls: 0.0432, s2.acc: 93.8938, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0526, loss: 1.1278 2022-09-17 19:50:56,038 - mmdet - INFO - Epoch [14][4850/7330] lr: 1.000e-04, eta: 1 day, 2:01:35, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1677, s0.acc: 94.3201, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2184, s1.loss_cls: 0.0820, s1.acc: 94.3319, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1118, s2.loss_cls: 0.0405, s2.acc: 94.1606, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0532, loss: 1.1114 2022-09-17 19:51:24,489 - mmdet - INFO - Epoch [14][4900/7330] lr: 1.000e-04, eta: 1 day, 2:01:06, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1774, s0.acc: 93.8477, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2203, s1.loss_cls: 0.0860, s1.acc: 93.8940, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1132, s2.loss_cls: 0.0432, s2.acc: 93.7383, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0543, loss: 1.1533 2022-09-17 19:51:52,283 - mmdet - INFO - Epoch [14][4950/7330] lr: 1.000e-04, eta: 1 day, 2:00:36, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1761, s0.acc: 94.1538, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2186, s1.loss_cls: 0.0841, s1.acc: 94.2770, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1112, s2.loss_cls: 0.0415, s2.acc: 94.0691, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0533, loss: 1.1263 2022-09-17 19:52:20,537 - mmdet - INFO - Epoch [14][5000/7330] lr: 1.000e-04, eta: 1 day, 2:00:07, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1717, s0.acc: 94.1572, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2189, s1.loss_cls: 0.0822, s1.acc: 94.2188, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1130, s2.loss_cls: 0.0409, s2.acc: 94.1204, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0541, loss: 1.1308 2022-09-17 19:52:48,692 - mmdet - INFO - Epoch [14][5050/7330] lr: 1.000e-04, eta: 1 day, 1:59:38, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1644, s0.acc: 94.3696, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2155, s1.loss_cls: 0.0803, s1.acc: 94.4094, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1096, s2.loss_cls: 0.0393, s2.acc: 94.3644, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0529, loss: 1.0952 2022-09-17 19:53:17,023 - mmdet - INFO - Epoch [14][5100/7330] lr: 1.000e-04, eta: 1 day, 1:59:09, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1658, s0.acc: 94.3176, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2140, s1.loss_cls: 0.0802, s1.acc: 94.3593, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1096, s2.loss_cls: 0.0393, s2.acc: 94.3259, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0525, loss: 1.0957 2022-09-17 19:53:45,119 - mmdet - INFO - Epoch [14][5150/7330] lr: 1.000e-04, eta: 1 day, 1:58:39, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1694, s0.acc: 94.2124, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2187, s1.loss_cls: 0.0819, s1.acc: 94.2786, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1108, s2.loss_cls: 0.0401, s2.acc: 94.2527, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.1126 2022-09-17 19:54:13,106 - mmdet - INFO - Epoch [14][5200/7330] lr: 1.000e-04, eta: 1 day, 1:58:10, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1761, s0.acc: 93.9583, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2232, s1.loss_cls: 0.0858, s1.acc: 93.9698, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1135, s2.loss_cls: 0.0426, s2.acc: 93.7890, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0541, loss: 1.1542 2022-09-17 19:54:41,183 - mmdet - INFO - Epoch [14][5250/7330] lr: 1.000e-04, eta: 1 day, 1:57:40, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1851, s0.acc: 93.7253, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2236, s1.loss_cls: 0.0890, s1.acc: 93.8190, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1120, s2.loss_cls: 0.0439, s2.acc: 93.6965, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0531, loss: 1.1607 2022-09-17 19:55:09,724 - mmdet - INFO - Epoch [14][5300/7330] lr: 1.000e-04, eta: 1 day, 1:57:11, time: 0.571, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1675, s0.acc: 94.1553, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2172, s1.loss_cls: 0.0802, s1.acc: 94.2407, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1106, s2.loss_cls: 0.0399, s2.acc: 94.1571, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0534, loss: 1.1130 2022-09-17 19:55:37,558 - mmdet - INFO - Epoch [14][5350/7330] lr: 1.000e-04, eta: 1 day, 1:56:42, time: 0.556, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1770, s0.acc: 93.9521, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2173, s1.loss_cls: 0.0841, s1.acc: 94.0373, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1101, s2.loss_cls: 0.0411, s2.acc: 93.9109, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0527, loss: 1.1384 2022-09-17 19:56:05,893 - mmdet - INFO - Epoch [14][5400/7330] lr: 1.000e-04, eta: 1 day, 1:56:13, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1736, s0.acc: 94.1326, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2207, s1.loss_cls: 0.0837, s1.acc: 94.1408, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1113, s2.loss_cls: 0.0410, s2.acc: 94.0875, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0532, loss: 1.1230 2022-09-17 19:56:34,053 - mmdet - INFO - Epoch [14][5450/7330] lr: 1.000e-04, eta: 1 day, 1:55:43, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1727, s0.acc: 94.1687, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2261, s1.loss_cls: 0.0835, s1.acc: 94.1530, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1138, s2.loss_cls: 0.0406, s2.acc: 94.1376, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0538, loss: 1.1363 2022-09-17 19:57:02,415 - mmdet - INFO - Epoch [14][5500/7330] lr: 1.000e-04, eta: 1 day, 1:55:14, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1918, s0.acc: 93.4458, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2298, s1.loss_cls: 0.0920, s1.acc: 93.6172, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1150, s2.loss_cls: 0.0450, s2.acc: 93.5197, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0543, loss: 1.2002 2022-09-17 19:57:30,654 - mmdet - INFO - Epoch [14][5550/7330] lr: 1.000e-04, eta: 1 day, 1:54:45, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1689, s0.acc: 94.3569, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2160, s1.loss_cls: 0.0815, s1.acc: 94.3677, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1095, s2.loss_cls: 0.0395, s2.acc: 94.3936, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0526, loss: 1.0922 2022-09-17 19:57:58,516 - mmdet - INFO - Epoch [14][5600/7330] lr: 1.000e-04, eta: 1 day, 1:54:15, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1727, s0.acc: 94.0671, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2133, s1.loss_cls: 0.0834, s1.acc: 94.1180, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1079, s2.loss_cls: 0.0418, s2.acc: 93.9639, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0516, loss: 1.1169 2022-09-17 19:58:26,399 - mmdet - INFO - Epoch [14][5650/7330] lr: 1.000e-04, eta: 1 day, 1:53:45, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1740, s0.acc: 94.0769, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2189, s1.loss_cls: 0.0837, s1.acc: 94.1498, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1118, s2.loss_cls: 0.0410, s2.acc: 94.0418, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0535, loss: 1.1305 2022-09-17 19:58:54,199 - mmdet - INFO - Epoch [14][5700/7330] lr: 1.000e-04, eta: 1 day, 1:53:15, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1830, s0.acc: 93.6553, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2190, s1.loss_cls: 0.0881, s1.acc: 93.6524, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1105, s2.loss_cls: 0.0432, s2.acc: 93.7310, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0531, loss: 1.1628 2022-09-17 19:59:22,941 - mmdet - INFO - Epoch [14][5750/7330] lr: 1.000e-04, eta: 1 day, 1:52:47, time: 0.571, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1706, s0.acc: 94.2151, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2181, s1.loss_cls: 0.0836, s1.acc: 94.1678, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1102, s2.loss_cls: 0.0412, s2.acc: 94.1007, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0531, loss: 1.1118 2022-09-17 19:59:50,868 - mmdet - INFO - Epoch [14][5800/7330] lr: 1.000e-04, eta: 1 day, 1:52:17, time: 0.562, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1786, s0.acc: 93.8826, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2278, s1.loss_cls: 0.0869, s1.acc: 93.8520, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1147, s2.loss_cls: 0.0428, s2.acc: 93.8220, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0549, loss: 1.1490 2022-09-17 20:00:18,489 - mmdet - INFO - Epoch [14][5850/7330] lr: 1.000e-04, eta: 1 day, 1:51:47, time: 0.552, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1756, s0.acc: 93.9304, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2176, s1.loss_cls: 0.0851, s1.acc: 93.9158, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1123, s2.loss_cls: 0.0421, s2.acc: 93.7909, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0541, loss: 1.1317 2022-09-17 20:00:47,234 - mmdet - INFO - Epoch [14][5900/7330] lr: 1.000e-04, eta: 1 day, 1:51:19, time: 0.576, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1788, s0.acc: 93.8645, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2214, s1.loss_cls: 0.0874, s1.acc: 93.8530, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1128, s2.loss_cls: 0.0430, s2.acc: 93.7396, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0543, loss: 1.1652 2022-09-17 20:01:15,058 - mmdet - INFO - Epoch [14][5950/7330] lr: 1.000e-04, eta: 1 day, 1:50:49, time: 0.556, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1696, s0.acc: 94.3101, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2102, s1.loss_cls: 0.0824, s1.acc: 94.3532, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1067, s2.loss_cls: 0.0403, s2.acc: 94.3676, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0510, loss: 1.0858 2022-09-17 20:01:43,360 - mmdet - INFO - Epoch [14][6000/7330] lr: 1.000e-04, eta: 1 day, 1:50:20, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1850, s0.acc: 93.5825, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2218, s1.loss_cls: 0.0899, s1.acc: 93.5948, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1127, s2.loss_cls: 0.0440, s2.acc: 93.5691, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0539, loss: 1.1736 2022-09-17 20:02:11,660 - mmdet - INFO - Epoch [14][6050/7330] lr: 1.000e-04, eta: 1 day, 1:49:51, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1708, s0.acc: 94.1887, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2182, s1.loss_cls: 0.0826, s1.acc: 94.2094, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1113, s2.loss_cls: 0.0403, s2.acc: 94.2029, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0524, loss: 1.1147 2022-09-17 20:02:39,007 - mmdet - INFO - Epoch [14][6100/7330] lr: 1.000e-04, eta: 1 day, 1:49:20, time: 0.546, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1779, s0.acc: 93.9609, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2184, s1.loss_cls: 0.0856, s1.acc: 94.0111, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1111, s2.loss_cls: 0.0423, s2.acc: 93.9153, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0535, loss: 1.1438 2022-09-17 20:03:07,568 - mmdet - INFO - Epoch [14][6150/7330] lr: 1.000e-04, eta: 1 day, 1:48:51, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1780, s0.acc: 93.8296, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2202, s1.loss_cls: 0.0871, s1.acc: 93.7551, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1123, s2.loss_cls: 0.0429, s2.acc: 93.6764, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0534, loss: 1.1379 2022-09-17 20:03:35,680 - mmdet - INFO - Epoch [14][6200/7330] lr: 1.000e-04, eta: 1 day, 1:48:22, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1807, s0.acc: 93.8367, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2179, s1.loss_cls: 0.0879, s1.acc: 93.7923, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1110, s2.loss_cls: 0.0429, s2.acc: 93.6726, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0524, loss: 1.1491 2022-09-17 20:04:04,022 - mmdet - INFO - Epoch [14][6250/7330] lr: 1.000e-04, eta: 1 day, 1:47:53, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1758, s0.acc: 94.0999, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2216, s1.loss_cls: 0.0836, s1.acc: 94.1599, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1127, s2.loss_cls: 0.0412, s2.acc: 94.0427, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0537, loss: 1.1362 2022-09-17 20:04:31,939 - mmdet - INFO - Epoch [14][6300/7330] lr: 1.000e-04, eta: 1 day, 1:47:23, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1848, s0.acc: 93.6765, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2202, s1.loss_cls: 0.0887, s1.acc: 93.8390, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1119, s2.loss_cls: 0.0436, s2.acc: 93.7327, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0534, loss: 1.1704 2022-09-17 20:05:00,179 - mmdet - INFO - Epoch [14][6350/7330] lr: 1.000e-04, eta: 1 day, 1:46:54, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1800, s0.acc: 94.0032, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2156, s1.loss_cls: 0.0855, s1.acc: 94.1478, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1110, s2.loss_cls: 0.0421, s2.acc: 93.9829, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0532, loss: 1.1323 2022-09-17 20:05:28,516 - mmdet - INFO - Epoch [14][6400/7330] lr: 1.000e-04, eta: 1 day, 1:46:25, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1735, s0.acc: 94.1946, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2155, s1.loss_cls: 0.0844, s1.acc: 94.1763, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1099, s2.loss_cls: 0.0426, s2.acc: 93.9172, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0524, loss: 1.1162 2022-09-17 20:05:57,041 - mmdet - INFO - Epoch [14][6450/7330] lr: 1.000e-04, eta: 1 day, 1:45:56, time: 0.571, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1759, s0.acc: 93.9712, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2199, s1.loss_cls: 0.0850, s1.acc: 93.9765, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1116, s2.loss_cls: 0.0421, s2.acc: 93.9074, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0533, loss: 1.1450 2022-09-17 20:06:25,400 - mmdet - INFO - Epoch [14][6500/7330] lr: 1.000e-04, eta: 1 day, 1:45:27, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1779, s0.acc: 93.9070, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2203, s1.loss_cls: 0.0860, s1.acc: 94.0000, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1110, s2.loss_cls: 0.0420, s2.acc: 93.8953, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0527, loss: 1.1521 2022-09-17 20:06:53,608 - mmdet - INFO - Epoch [14][6550/7330] lr: 1.000e-04, eta: 1 day, 1:44:58, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1683, s0.acc: 94.2107, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2215, s1.loss_cls: 0.0817, s1.acc: 94.2098, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1125, s2.loss_cls: 0.0400, s2.acc: 94.2058, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0538, loss: 1.1156 2022-09-17 20:07:21,528 - mmdet - INFO - Epoch [14][6600/7330] lr: 1.000e-04, eta: 1 day, 1:44:28, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1804, s0.acc: 93.8711, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2186, s1.loss_cls: 0.0870, s1.acc: 93.9251, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1113, s2.loss_cls: 0.0425, s2.acc: 93.9176, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0532, loss: 1.1435 2022-09-17 20:07:49,305 - mmdet - INFO - Epoch [14][6650/7330] lr: 1.000e-04, eta: 1 day, 1:43:58, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1642, s0.acc: 94.3298, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2181, s1.loss_cls: 0.0808, s1.acc: 94.2786, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1113, s2.loss_cls: 0.0401, s2.acc: 94.1674, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0534, loss: 1.0955 2022-09-17 20:08:17,198 - mmdet - INFO - Epoch [14][6700/7330] lr: 1.000e-04, eta: 1 day, 1:43:29, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1722, s0.acc: 94.1262, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2174, s1.loss_cls: 0.0832, s1.acc: 94.1879, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1113, s2.loss_cls: 0.0410, s2.acc: 94.1113, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0530, loss: 1.1320 2022-09-17 20:08:45,976 - mmdet - INFO - Epoch [14][6750/7330] lr: 1.000e-04, eta: 1 day, 1:43:00, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1857, s0.acc: 93.6943, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2284, s1.loss_cls: 0.0889, s1.acc: 93.7791, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1150, s2.loss_cls: 0.0434, s2.acc: 93.7210, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0548, loss: 1.1907 2022-09-17 20:09:14,429 - mmdet - INFO - Epoch [14][6800/7330] lr: 1.000e-04, eta: 1 day, 1:42:32, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1754, s0.acc: 94.1377, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2145, s1.loss_cls: 0.0850, s1.acc: 94.1892, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1083, s2.loss_cls: 0.0421, s2.acc: 94.0881, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0515, loss: 1.1073 2022-09-17 20:09:42,173 - mmdet - INFO - Epoch [14][6850/7330] lr: 1.000e-04, eta: 1 day, 1:42:02, time: 0.555, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1698, s0.acc: 94.1880, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2183, s1.loss_cls: 0.0830, s1.acc: 94.1529, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1113, s2.loss_cls: 0.0408, s2.acc: 94.1459, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0531, loss: 1.1079 2022-09-17 20:10:11,094 - mmdet - INFO - Epoch [14][6900/7330] lr: 1.000e-04, eta: 1 day, 1:41:34, time: 0.579, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1851, s0.acc: 93.8203, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2218, s1.loss_cls: 0.0885, s1.acc: 93.8616, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1133, s2.loss_cls: 0.0435, s2.acc: 93.9317, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0539, loss: 1.1679 2022-09-17 20:10:39,535 - mmdet - INFO - Epoch [14][6950/7330] lr: 1.000e-04, eta: 1 day, 1:41:05, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1711, s0.acc: 94.1882, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2175, s1.loss_cls: 0.0831, s1.acc: 94.1624, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1104, s2.loss_cls: 0.0410, s2.acc: 94.0438, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0523, loss: 1.1186 2022-09-17 20:11:08,107 - mmdet - INFO - Epoch [14][7000/7330] lr: 1.000e-04, eta: 1 day, 1:40:36, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1790, s0.acc: 93.8086, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2219, s1.loss_cls: 0.0875, s1.acc: 93.8232, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1137, s2.loss_cls: 0.0430, s2.acc: 93.7355, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0541, loss: 1.1452 2022-09-17 20:11:36,199 - mmdet - INFO - Epoch [14][7050/7330] lr: 1.000e-04, eta: 1 day, 1:40:07, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1761, s0.acc: 93.9519, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2254, s1.loss_cls: 0.0849, s1.acc: 93.9556, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1140, s2.loss_cls: 0.0421, s2.acc: 93.7870, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0541, loss: 1.1515 2022-09-17 20:12:04,541 - mmdet - INFO - Epoch [14][7100/7330] lr: 1.000e-04, eta: 1 day, 1:39:38, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1730, s0.acc: 94.0261, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2181, s1.loss_cls: 0.0848, s1.acc: 94.0054, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1120, s2.loss_cls: 0.0423, s2.acc: 93.8221, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0533, loss: 1.1316 2022-09-17 20:12:32,848 - mmdet - INFO - Epoch [14][7150/7330] lr: 1.000e-04, eta: 1 day, 1:39:09, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1753, s0.acc: 93.9824, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2245, s1.loss_cls: 0.0854, s1.acc: 93.9453, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1130, s2.loss_cls: 0.0414, s2.acc: 93.9808, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0539, loss: 1.1506 2022-09-17 20:13:01,409 - mmdet - INFO - Epoch [14][7200/7330] lr: 1.000e-04, eta: 1 day, 1:38:40, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1761, s0.acc: 94.1299, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2182, s1.loss_cls: 0.0849, s1.acc: 94.1371, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1105, s2.loss_cls: 0.0419, s2.acc: 93.9477, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0531, loss: 1.1195 2022-09-17 20:13:29,845 - mmdet - INFO - Epoch [14][7250/7330] lr: 1.000e-04, eta: 1 day, 1:38:11, time: 0.569, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1760, s0.acc: 93.9517, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2249, s1.loss_cls: 0.0859, s1.acc: 94.0055, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1144, s2.loss_cls: 0.0420, s2.acc: 93.9339, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0546, loss: 1.1604 2022-09-17 20:13:57,420 - mmdet - INFO - Epoch [14][7300/7330] lr: 1.000e-04, eta: 1 day, 1:37:41, time: 0.551, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1722, s0.acc: 94.2339, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2194, s1.loss_cls: 0.0840, s1.acc: 94.2393, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1127, s2.loss_cls: 0.0412, s2.acc: 94.0707, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0546, loss: 1.1136 2022-09-17 20:14:24,298 - mmdet - INFO - Saving checkpoint at 14 epochs 2022-09-17 20:16:06,593 - mmdet - INFO - Evaluating bbox... 2022-09-17 20:16:34,946 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.468 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.658 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.506 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.323 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.505 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 ] = 0.611 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 ] = 0.443 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.646 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.766 2022-09-17 20:16:34,946 - mmdet - INFO - Evaluating segm... 2022-09-17 20:17:06,196 - 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 ] = 0.631 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.438 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.220 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.439 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 ] = 0.534 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.534 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.534 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 ] = 0.573 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.699 2022-09-17 20:17:06,691 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 20:17:06,692 - mmdet - INFO - Epoch(val) [14][313] bbox_mAP: 0.4680, bbox_mAP_50: 0.6580, bbox_mAP_75: 0.5060, bbox_mAP_s: 0.3230, bbox_mAP_m: 0.5050, bbox_mAP_l: 0.6170, bbox_mAP_copypaste: 0.468 0.658 0.506 0.323 0.505 0.617, segm_mAP: 0.4060, segm_mAP_50: 0.6310, segm_mAP_75: 0.4380, segm_mAP_s: 0.2200, segm_mAP_m: 0.4390, segm_mAP_l: 0.5930, segm_mAP_copypaste: 0.406 0.631 0.438 0.220 0.439 0.593 2022-09-17 20:19:12,800 - mmdet - INFO - Epoch [15][50/7330] lr: 1.000e-04, eta: 1 day, 1:39:01, time: 2.522, data_time: 1.932, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1740, s0.acc: 94.0232, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2195, s1.loss_cls: 0.0842, s1.acc: 94.0636, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1104, s2.loss_cls: 0.0418, s2.acc: 93.9484, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0528, loss: 1.1354 2022-09-17 20:19:41,217 - mmdet - INFO - Epoch [15][100/7330] lr: 1.000e-04, eta: 1 day, 1:38:32, time: 0.568, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1683, s0.acc: 94.1482, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2125, s1.loss_cls: 0.0828, s1.acc: 94.1080, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1089, s2.loss_cls: 0.0412, s2.acc: 93.9528, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0523, loss: 1.1115 2022-09-17 20:20:09,421 - mmdet - INFO - Epoch [15][150/7330] lr: 1.000e-04, eta: 1 day, 1:38:03, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1662, s0.acc: 94.2539, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2178, s1.loss_cls: 0.0792, s1.acc: 94.3612, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1111, s2.loss_cls: 0.0392, s2.acc: 94.2364, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0533, loss: 1.1051 2022-09-17 20:20:37,241 - mmdet - INFO - Epoch [15][200/7330] lr: 1.000e-04, eta: 1 day, 1:37:33, time: 0.555, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1770, s0.acc: 93.9026, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2265, s1.loss_cls: 0.0851, s1.acc: 93.9652, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1163, s2.loss_cls: 0.0421, s2.acc: 93.9073, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0552, loss: 1.1701 2022-09-17 20:21:05,882 - mmdet - INFO - Epoch [15][250/7330] lr: 1.000e-04, eta: 1 day, 1:37:04, time: 0.574, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1742, s0.acc: 93.9905, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2234, s1.loss_cls: 0.0841, s1.acc: 94.0304, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1130, s2.loss_cls: 0.0419, s2.acc: 93.8353, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0539, loss: 1.1427 2022-09-17 20:21:33,557 - mmdet - INFO - Epoch [15][300/7330] lr: 1.000e-04, eta: 1 day, 1:36:34, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1791, s0.acc: 93.9592, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2174, s1.loss_cls: 0.0861, s1.acc: 94.0272, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1109, s2.loss_cls: 0.0418, s2.acc: 94.0074, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0530, loss: 1.1365 2022-09-17 20:22:01,639 - mmdet - INFO - Epoch [15][350/7330] lr: 1.000e-04, eta: 1 day, 1:36:05, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1652, s0.acc: 94.3088, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2133, s1.loss_cls: 0.0795, s1.acc: 94.3138, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1094, s2.loss_cls: 0.0396, s2.acc: 94.2357, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0521, loss: 1.0968 2022-09-17 20:22:29,775 - mmdet - INFO - Epoch [15][400/7330] lr: 1.000e-04, eta: 1 day, 1:35:35, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1652, s0.acc: 94.3093, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2111, s1.loss_cls: 0.0813, s1.acc: 94.2637, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1081, s2.loss_cls: 0.0405, s2.acc: 94.1422, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0519, loss: 1.0954 2022-09-17 20:22:58,268 - mmdet - INFO - Epoch [15][450/7330] lr: 1.000e-04, eta: 1 day, 1:35:06, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1641, s0.acc: 94.2756, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2102, s1.loss_cls: 0.0789, s1.acc: 94.3980, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1084, s2.loss_cls: 0.0394, s2.acc: 94.2309, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0518, loss: 1.0862 2022-09-17 20:23:26,673 - mmdet - INFO - Epoch [15][500/7330] lr: 1.000e-04, eta: 1 day, 1:34:37, time: 0.568, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1822, s0.acc: 93.7617, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2145, s1.loss_cls: 0.0876, s1.acc: 93.8540, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1084, s2.loss_cls: 0.0432, s2.acc: 93.6680, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0515, loss: 1.1489 2022-09-17 20:23:55,103 - mmdet - INFO - Epoch [15][550/7330] lr: 1.000e-04, eta: 1 day, 1:34:08, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1782, s0.acc: 93.7898, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2150, s1.loss_cls: 0.0866, s1.acc: 93.7443, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1106, s2.loss_cls: 0.0429, s2.acc: 93.6156, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0527, loss: 1.1507 2022-09-17 20:24:23,242 - mmdet - INFO - Epoch [15][600/7330] lr: 1.000e-04, eta: 1 day, 1:33:39, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1647, s0.acc: 94.3184, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2107, s1.loss_cls: 0.0792, s1.acc: 94.4131, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1079, s2.loss_cls: 0.0392, s2.acc: 94.3233, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0515, loss: 1.0881 2022-09-17 20:24:51,247 - mmdet - INFO - Epoch [15][650/7330] lr: 1.000e-04, eta: 1 day, 1:33:09, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1692, s0.acc: 94.2095, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2144, s1.loss_cls: 0.0814, s1.acc: 94.2418, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1094, s2.loss_cls: 0.0401, s2.acc: 94.1868, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0521, loss: 1.1033 2022-09-17 20:25:19,434 - mmdet - INFO - Epoch [15][700/7330] lr: 1.000e-04, eta: 1 day, 1:32:40, time: 0.560, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1632, s0.acc: 94.3284, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2126, s1.loss_cls: 0.0783, s1.acc: 94.3644, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1079, s2.loss_cls: 0.0390, s2.acc: 94.1582, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0514, loss: 1.0773 2022-09-17 20:25:47,383 - mmdet - INFO - Epoch [15][750/7330] lr: 1.000e-04, eta: 1 day, 1:32:10, time: 0.563, data_time: 0.014, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1666, s0.acc: 94.2893, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2198, s1.loss_cls: 0.0802, s1.acc: 94.3550, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1115, s2.loss_cls: 0.0395, s2.acc: 94.2608, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0531, loss: 1.1125 2022-09-17 20:26:15,201 - mmdet - INFO - Epoch [15][800/7330] lr: 1.000e-04, eta: 1 day, 1:31:40, time: 0.556, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1681, s0.acc: 94.2559, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2238, s1.loss_cls: 0.0805, s1.acc: 94.3675, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1133, s2.loss_cls: 0.0392, s2.acc: 94.3082, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0542, loss: 1.1195 2022-09-17 20:26:43,381 - mmdet - INFO - Epoch [15][850/7330] lr: 1.000e-04, eta: 1 day, 1:31:11, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1752, s0.acc: 93.8181, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2204, s1.loss_cls: 0.0851, s1.acc: 93.8131, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1115, s2.loss_cls: 0.0420, s2.acc: 93.6804, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0530, loss: 1.1348 2022-09-17 20:27:11,497 - mmdet - INFO - Epoch [15][900/7330] lr: 1.000e-04, eta: 1 day, 1:30:42, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1744, s0.acc: 94.1216, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2190, s1.loss_cls: 0.0836, s1.acc: 94.1648, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1110, s2.loss_cls: 0.0407, s2.acc: 94.1173, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0525, loss: 1.1236 2022-09-17 20:27:40,050 - mmdet - INFO - Epoch [15][950/7330] lr: 1.000e-04, eta: 1 day, 1:30:13, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1648, s0.acc: 94.2312, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2132, s1.loss_cls: 0.0799, s1.acc: 94.2652, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1095, s2.loss_cls: 0.0395, s2.acc: 94.1483, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0520, loss: 1.0963 2022-09-17 20:28:08,428 - mmdet - INFO - Epoch [15][1000/7330] lr: 1.000e-04, eta: 1 day, 1:29:44, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1653, s0.acc: 94.3474, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2132, s1.loss_cls: 0.0804, s1.acc: 94.3684, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1089, s2.loss_cls: 0.0397, s2.acc: 94.3282, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0520, loss: 1.0951 2022-09-17 20:28:36,391 - mmdet - INFO - Epoch [15][1050/7330] lr: 1.000e-04, eta: 1 day, 1:29:14, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1727, s0.acc: 94.1582, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2152, s1.loss_cls: 0.0841, s1.acc: 94.1160, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1109, s2.loss_cls: 0.0412, s2.acc: 94.0978, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0525, loss: 1.1158 2022-09-17 20:29:05,351 - mmdet - INFO - Epoch [15][1100/7330] lr: 1.000e-04, eta: 1 day, 1:28:46, time: 0.579, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1753, s0.acc: 93.9512, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2173, s1.loss_cls: 0.0847, s1.acc: 93.9964, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1126, s2.loss_cls: 0.0416, s2.acc: 93.9209, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0536, loss: 1.1429 2022-09-17 20:29:32,897 - mmdet - INFO - Epoch [15][1150/7330] lr: 1.000e-04, eta: 1 day, 1:28:16, time: 0.551, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1734, s0.acc: 94.1333, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2131, s1.loss_cls: 0.0843, s1.acc: 94.2253, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1077, s2.loss_cls: 0.0412, s2.acc: 94.0433, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0511, loss: 1.1082 2022-09-17 20:30:01,462 - mmdet - INFO - Epoch [15][1200/7330] lr: 1.000e-04, eta: 1 day, 1:27:47, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1658, s0.acc: 94.2454, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2182, s1.loss_cls: 0.0796, s1.acc: 94.3928, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1091, s2.loss_cls: 0.0392, s2.acc: 94.2809, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0522, loss: 1.1040 2022-09-17 20:30:29,618 - mmdet - INFO - Epoch [15][1250/7330] lr: 1.000e-04, eta: 1 day, 1:27:18, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1710, s0.acc: 94.2737, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2110, s1.loss_cls: 0.0825, s1.acc: 94.3281, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1073, s2.loss_cls: 0.0405, s2.acc: 94.2218, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0509, loss: 1.0919 2022-09-17 20:30:57,708 - mmdet - INFO - Epoch [15][1300/7330] lr: 1.000e-04, eta: 1 day, 1:26:48, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1663, s0.acc: 94.2532, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2143, s1.loss_cls: 0.0800, s1.acc: 94.3197, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1097, s2.loss_cls: 0.0397, s2.acc: 94.2723, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0522, loss: 1.1084 2022-09-17 20:31:26,180 - mmdet - INFO - Epoch [15][1350/7330] lr: 1.000e-04, eta: 1 day, 1:26:19, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1680, s0.acc: 94.2747, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2158, s1.loss_cls: 0.0812, s1.acc: 94.3499, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1095, s2.loss_cls: 0.0399, s2.acc: 94.2528, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0521, loss: 1.1093 2022-09-17 20:31:54,415 - mmdet - INFO - Epoch [15][1400/7330] lr: 1.000e-04, eta: 1 day, 1:25:50, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1669, s0.acc: 94.3706, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2108, s1.loss_cls: 0.0801, s1.acc: 94.5096, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1073, s2.loss_cls: 0.0399, s2.acc: 94.2915, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0511, loss: 1.0891 2022-09-17 20:32:22,725 - mmdet - INFO - Epoch [15][1450/7330] lr: 1.000e-04, eta: 1 day, 1:25:21, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1701, s0.acc: 94.1702, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2212, s1.loss_cls: 0.0824, s1.acc: 94.2690, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1121, s2.loss_cls: 0.0407, s2.acc: 94.1906, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0538, loss: 1.1229 2022-09-17 20:32:50,691 - mmdet - INFO - Epoch [15][1500/7330] lr: 1.000e-04, eta: 1 day, 1:24:51, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1753, s0.acc: 94.0525, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2129, s1.loss_cls: 0.0847, s1.acc: 94.0410, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1088, s2.loss_cls: 0.0416, s2.acc: 93.9896, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0523, loss: 1.1146 2022-09-17 20:33:19,843 - mmdet - INFO - Epoch [15][1550/7330] lr: 1.000e-04, eta: 1 day, 1:24:23, time: 0.579, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1774, s0.acc: 93.8381, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2200, s1.loss_cls: 0.0863, s1.acc: 93.9294, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1121, s2.loss_cls: 0.0424, s2.acc: 93.7946, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0537, loss: 1.1555 2022-09-17 20:33:47,933 - mmdet - INFO - Epoch [15][1600/7330] lr: 1.000e-04, eta: 1 day, 1:23:54, time: 0.565, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1695, s0.acc: 94.1023, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2185, s1.loss_cls: 0.0829, s1.acc: 94.1102, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1112, s2.loss_cls: 0.0408, s2.acc: 94.0540, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0529, loss: 1.1155 2022-09-17 20:34:16,414 - mmdet - INFO - Epoch [15][1650/7330] lr: 1.000e-04, eta: 1 day, 1:23:25, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1653, s0.acc: 94.2891, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2192, s1.loss_cls: 0.0794, s1.acc: 94.3739, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1128, s2.loss_cls: 0.0393, s2.acc: 94.2988, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0541, loss: 1.1047 2022-09-17 20:34:44,214 - mmdet - INFO - Epoch [15][1700/7330] lr: 1.000e-04, eta: 1 day, 1:22:55, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1697, s0.acc: 94.2278, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2146, s1.loss_cls: 0.0812, s1.acc: 94.2639, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1086, s2.loss_cls: 0.0405, s2.acc: 94.0579, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0519, loss: 1.1048 2022-09-17 20:35:12,702 - mmdet - INFO - Epoch [15][1750/7330] lr: 1.000e-04, eta: 1 day, 1:22:26, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1663, s0.acc: 94.2354, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2176, s1.loss_cls: 0.0800, s1.acc: 94.3003, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1112, s2.loss_cls: 0.0399, s2.acc: 94.1234, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0526, loss: 1.1143 2022-09-17 20:35:40,617 - mmdet - INFO - Epoch [15][1800/7330] lr: 1.000e-04, eta: 1 day, 1:21:56, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1732, s0.acc: 93.9692, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2186, s1.loss_cls: 0.0839, s1.acc: 94.0126, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1094, s2.loss_cls: 0.0410, s2.acc: 94.0087, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0521, loss: 1.1271 2022-09-17 20:36:08,190 - mmdet - INFO - Epoch [15][1850/7330] lr: 1.000e-04, eta: 1 day, 1:21:26, time: 0.551, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1705, s0.acc: 94.2083, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2180, s1.loss_cls: 0.0812, s1.acc: 94.2612, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1108, s2.loss_cls: 0.0402, s2.acc: 94.1571, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0527, loss: 1.1142 2022-09-17 20:36:36,526 - mmdet - INFO - Epoch [15][1900/7330] lr: 1.000e-04, eta: 1 day, 1:20:57, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1580, s0.acc: 94.5476, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2118, s1.loss_cls: 0.0772, s1.acc: 94.5748, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1085, s2.loss_cls: 0.0382, s2.acc: 94.4685, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.0647 2022-09-17 20:37:04,700 - mmdet - INFO - Epoch [15][1950/7330] lr: 1.000e-04, eta: 1 day, 1:20:28, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1727, s0.acc: 94.1221, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2235, s1.loss_cls: 0.0841, s1.acc: 94.0876, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1144, s2.loss_cls: 0.0415, s2.acc: 93.9164, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0548, loss: 1.1337 2022-09-17 20:37:33,345 - mmdet - INFO - Epoch [15][2000/7330] lr: 1.000e-04, eta: 1 day, 1:19:59, time: 0.573, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1834, s0.acc: 93.7642, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2234, s1.loss_cls: 0.0897, s1.acc: 93.6831, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1138, s2.loss_cls: 0.0443, s2.acc: 93.5577, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0538, loss: 1.1597 2022-09-17 20:38:01,629 - mmdet - INFO - Epoch [15][2050/7330] lr: 1.000e-04, eta: 1 day, 1:19:30, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1685, s0.acc: 94.3252, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2195, s1.loss_cls: 0.0811, s1.acc: 94.3863, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1122, s2.loss_cls: 0.0395, s2.acc: 94.2483, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0537, loss: 1.1110 2022-09-17 20:38:29,774 - mmdet - INFO - Epoch [15][2100/7330] lr: 1.000e-04, eta: 1 day, 1:19:01, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1753, s0.acc: 94.0408, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2225, s1.loss_cls: 0.0837, s1.acc: 94.0901, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1126, s2.loss_cls: 0.0412, s2.acc: 93.9912, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0533, loss: 1.1349 2022-09-17 20:38:58,656 - mmdet - INFO - Epoch [15][2150/7330] lr: 1.000e-04, eta: 1 day, 1:18:32, time: 0.578, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1685, s0.acc: 94.1770, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2109, s1.loss_cls: 0.0821, s1.acc: 94.2377, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1088, s2.loss_cls: 0.0407, s2.acc: 94.1799, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0520, loss: 1.0992 2022-09-17 20:39:26,760 - mmdet - INFO - Epoch [15][2200/7330] lr: 1.000e-04, eta: 1 day, 1:18:03, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1719, s0.acc: 94.1589, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2196, s1.loss_cls: 0.0836, s1.acc: 94.0859, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1123, s2.loss_cls: 0.0412, s2.acc: 94.0388, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0540, loss: 1.1229 2022-09-17 20:39:54,979 - mmdet - INFO - Epoch [15][2250/7330] lr: 1.000e-04, eta: 1 day, 1:17:34, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1709, s0.acc: 94.1414, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2204, s1.loss_cls: 0.0817, s1.acc: 94.2204, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1116, s2.loss_cls: 0.0404, s2.acc: 94.1165, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0532, loss: 1.1251 2022-09-17 20:40:23,109 - mmdet - INFO - Epoch [15][2300/7330] lr: 1.000e-04, eta: 1 day, 1:17:04, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1774, s0.acc: 93.9932, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2250, s1.loss_cls: 0.0858, s1.acc: 93.9859, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1141, s2.loss_cls: 0.0419, s2.acc: 94.0206, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0551, loss: 1.1429 2022-09-17 20:40:51,345 - mmdet - INFO - Epoch [15][2350/7330] lr: 1.000e-04, eta: 1 day, 1:16:35, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1734, s0.acc: 94.0432, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2170, s1.loss_cls: 0.0831, s1.acc: 94.1270, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1108, s2.loss_cls: 0.0414, s2.acc: 94.0132, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0529, loss: 1.1293 2022-09-17 20:41:19,830 - mmdet - INFO - Epoch [15][2400/7330] lr: 1.000e-04, eta: 1 day, 1:16:06, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1819, s0.acc: 93.7854, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2280, s1.loss_cls: 0.0878, s1.acc: 93.8879, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1155, s2.loss_cls: 0.0431, s2.acc: 93.7655, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0549, loss: 1.1786 2022-09-17 20:41:48,183 - mmdet - INFO - Epoch [15][2450/7330] lr: 1.000e-04, eta: 1 day, 1:15:37, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1669, s0.acc: 94.3330, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2189, s1.loss_cls: 0.0803, s1.acc: 94.4060, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1113, s2.loss_cls: 0.0400, s2.acc: 94.1715, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0529, loss: 1.1016 2022-09-17 20:42:16,588 - mmdet - INFO - Epoch [15][2500/7330] lr: 1.000e-04, eta: 1 day, 1:15:08, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1680, s0.acc: 94.2910, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2144, s1.loss_cls: 0.0796, s1.acc: 94.4791, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1092, s2.loss_cls: 0.0393, s2.acc: 94.4321, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0521, loss: 1.0938 2022-09-17 20:42:45,032 - mmdet - INFO - Epoch [15][2550/7330] lr: 1.000e-04, eta: 1 day, 1:14:39, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1650, s0.acc: 94.2336, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2227, s1.loss_cls: 0.0801, s1.acc: 94.2977, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1128, s2.loss_cls: 0.0396, s2.acc: 94.2349, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0536, loss: 1.1142 2022-09-17 20:43:13,269 - mmdet - INFO - Epoch [15][2600/7330] lr: 1.000e-04, eta: 1 day, 1:14:10, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1773, s0.acc: 93.8943, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2144, s1.loss_cls: 0.0860, s1.acc: 93.9547, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1085, s2.loss_cls: 0.0420, s2.acc: 93.8998, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0519, loss: 1.1338 2022-09-17 20:43:41,182 - mmdet - INFO - Epoch [15][2650/7330] lr: 1.000e-04, eta: 1 day, 1:13:40, time: 0.558, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1754, s0.acc: 94.1345, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2184, s1.loss_cls: 0.0856, s1.acc: 94.1326, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1106, s2.loss_cls: 0.0422, s2.acc: 93.9242, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0525, loss: 1.1235 2022-09-17 20:44:09,254 - mmdet - INFO - Epoch [15][2700/7330] lr: 1.000e-04, eta: 1 day, 1:13:11, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1719, s0.acc: 94.1270, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2185, s1.loss_cls: 0.0835, s1.acc: 94.1861, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1113, s2.loss_cls: 0.0413, s2.acc: 94.0044, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0531, loss: 1.1261 2022-09-17 20:44:37,844 - mmdet - INFO - Epoch [15][2750/7330] lr: 1.000e-04, eta: 1 day, 1:12:42, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1672, s0.acc: 94.3274, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2115, s1.loss_cls: 0.0816, s1.acc: 94.2994, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1084, s2.loss_cls: 0.0402, s2.acc: 94.2644, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0519, loss: 1.0866 2022-09-17 20:45:06,000 - mmdet - INFO - Epoch [15][2800/7330] lr: 1.000e-04, eta: 1 day, 1:12:13, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1665, s0.acc: 94.2812, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2085, s1.loss_cls: 0.0804, s1.acc: 94.3704, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1059, s2.loss_cls: 0.0397, s2.acc: 94.2395, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0506, loss: 1.0845 2022-09-17 20:45:34,575 - mmdet - INFO - Epoch [15][2850/7330] lr: 1.000e-04, eta: 1 day, 1:11:44, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1769, s0.acc: 93.8621, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2193, s1.loss_cls: 0.0851, s1.acc: 93.9832, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1123, s2.loss_cls: 0.0421, s2.acc: 93.8521, s2.loss_bbox: 0.0467, s2.loss_mask: 0.0536, loss: 1.1577 2022-09-17 20:46:02,886 - mmdet - INFO - Epoch [15][2900/7330] lr: 1.000e-04, eta: 1 day, 1:11:15, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1713, s0.acc: 93.9490, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2185, s1.loss_cls: 0.0826, s1.acc: 94.0499, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1118, s2.loss_cls: 0.0408, s2.acc: 94.0029, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0537, loss: 1.1380 2022-09-17 20:46:31,375 - mmdet - INFO - Epoch [15][2950/7330] lr: 1.000e-04, eta: 1 day, 1:10:46, time: 0.570, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1815, s0.acc: 93.7520, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2178, s1.loss_cls: 0.0859, s1.acc: 93.9254, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1100, s2.loss_cls: 0.0420, s2.acc: 93.8145, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0524, loss: 1.1639 2022-09-17 20:46:59,548 - mmdet - INFO - Epoch [15][3000/7330] lr: 1.000e-04, eta: 1 day, 1:10:17, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1760, s0.acc: 94.0620, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2227, s1.loss_cls: 0.0849, s1.acc: 94.0712, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1135, s2.loss_cls: 0.0418, s2.acc: 93.9073, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0537, loss: 1.1431 2022-09-17 20:47:27,546 - mmdet - INFO - Epoch [15][3050/7330] lr: 1.000e-04, eta: 1 day, 1:09:47, time: 0.560, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1718, s0.acc: 94.2180, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2164, s1.loss_cls: 0.0828, s1.acc: 94.2667, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1103, s2.loss_cls: 0.0406, s2.acc: 94.2106, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0524, loss: 1.1100 2022-09-17 20:47:56,135 - mmdet - INFO - Epoch [15][3100/7330] lr: 1.000e-04, eta: 1 day, 1:09:19, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1823, s0.acc: 93.7893, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2223, s1.loss_cls: 0.0886, s1.acc: 93.7817, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1123, s2.loss_cls: 0.0433, s2.acc: 93.7498, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0535, loss: 1.1680 2022-09-17 20:48:24,129 - mmdet - INFO - Epoch [15][3150/7330] lr: 1.000e-04, eta: 1 day, 1:08:49, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1758, s0.acc: 94.0437, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2222, s1.loss_cls: 0.0823, s1.acc: 94.1516, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1132, s2.loss_cls: 0.0399, s2.acc: 94.2755, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0544, loss: 1.1320 2022-09-17 20:48:51,810 - mmdet - INFO - Epoch [15][3200/7330] lr: 1.000e-04, eta: 1 day, 1:08:19, time: 0.554, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1764, s0.acc: 93.9915, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2149, s1.loss_cls: 0.0856, s1.acc: 94.0089, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1104, s2.loss_cls: 0.0419, s2.acc: 94.0126, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0526, loss: 1.1295 2022-09-17 20:49:19,376 - mmdet - INFO - Epoch [15][3250/7330] lr: 1.000e-04, eta: 1 day, 1:07:49, time: 0.551, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1696, s0.acc: 94.2520, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2109, s1.loss_cls: 0.0808, s1.acc: 94.3598, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1076, s2.loss_cls: 0.0395, s2.acc: 94.2111, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0511, loss: 1.0954 2022-09-17 20:49:47,523 - mmdet - INFO - Epoch [15][3300/7330] lr: 1.000e-04, eta: 1 day, 1:07:19, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1628, s0.acc: 94.4636, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2124, s1.loss_cls: 0.0790, s1.acc: 94.5116, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1088, s2.loss_cls: 0.0386, s2.acc: 94.4919, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0521, loss: 1.0755 2022-09-17 20:50:15,526 - mmdet - INFO - Epoch [15][3350/7330] lr: 1.000e-04, eta: 1 day, 1:06:50, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1772, s0.acc: 93.9609, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2136, s1.loss_cls: 0.0862, s1.acc: 93.9906, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1086, s2.loss_cls: 0.0420, s2.acc: 93.9787, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0518, loss: 1.1224 2022-09-17 20:50:43,318 - mmdet - INFO - Epoch [15][3400/7330] lr: 1.000e-04, eta: 1 day, 1:06:20, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1658, s0.acc: 94.3860, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2123, s1.loss_cls: 0.0791, s1.acc: 94.5126, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1086, s2.loss_cls: 0.0386, s2.acc: 94.5262, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0518, loss: 1.0888 2022-09-17 20:51:11,597 - mmdet - INFO - Epoch [15][3450/7330] lr: 1.000e-04, eta: 1 day, 1:05:51, time: 0.566, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1746, s0.acc: 94.2192, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2169, s1.loss_cls: 0.0840, s1.acc: 94.2907, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1112, s2.loss_cls: 0.0412, s2.acc: 94.1833, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0531, loss: 1.1273 2022-09-17 20:51:40,037 - mmdet - INFO - Epoch [15][3500/7330] lr: 1.000e-04, eta: 1 day, 1:05:22, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1774, s0.acc: 93.8506, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2255, s1.loss_cls: 0.0868, s1.acc: 93.7726, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1144, s2.loss_cls: 0.0430, s2.acc: 93.6668, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0545, loss: 1.1533 2022-09-17 20:52:07,949 - mmdet - INFO - Epoch [15][3550/7330] lr: 1.000e-04, eta: 1 day, 1:04:52, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1675, s0.acc: 94.1775, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2150, s1.loss_cls: 0.0813, s1.acc: 94.2105, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1104, s2.loss_cls: 0.0399, s2.acc: 94.2192, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0525, loss: 1.1017 2022-09-17 20:52:36,204 - mmdet - INFO - Epoch [15][3600/7330] lr: 1.000e-04, eta: 1 day, 1:04:23, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1797, s0.acc: 93.9163, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2182, s1.loss_cls: 0.0869, s1.acc: 93.9222, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1104, s2.loss_cls: 0.0425, s2.acc: 93.7882, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0523, loss: 1.1451 2022-09-17 20:53:04,735 - mmdet - INFO - Epoch [15][3650/7330] lr: 1.000e-04, eta: 1 day, 1:03:54, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1750, s0.acc: 93.9810, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2176, s1.loss_cls: 0.0847, s1.acc: 94.0681, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1103, s2.loss_cls: 0.0421, s2.acc: 93.9865, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0525, loss: 1.1271 2022-09-17 20:53:33,129 - mmdet - INFO - Epoch [15][3700/7330] lr: 1.000e-04, eta: 1 day, 1:03:25, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1703, s0.acc: 94.2234, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2137, s1.loss_cls: 0.0828, s1.acc: 94.1893, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1088, s2.loss_cls: 0.0406, s2.acc: 94.0733, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0520, loss: 1.1031 2022-09-17 20:54:01,467 - mmdet - INFO - Epoch [15][3750/7330] lr: 1.000e-04, eta: 1 day, 1:02:56, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1757, s0.acc: 94.1350, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2149, s1.loss_cls: 0.0857, s1.acc: 94.1903, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1094, s2.loss_cls: 0.0421, s2.acc: 94.0184, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0525, loss: 1.1191 2022-09-17 20:54:29,549 - mmdet - INFO - Epoch [15][3800/7330] lr: 1.000e-04, eta: 1 day, 1:02:27, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1753, s0.acc: 94.0413, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2194, s1.loss_cls: 0.0844, s1.acc: 94.0561, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1127, s2.loss_cls: 0.0418, s2.acc: 93.9166, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0538, loss: 1.1310 2022-09-17 20:54:57,310 - mmdet - INFO - Epoch [15][3850/7330] lr: 1.000e-04, eta: 1 day, 1:01:57, time: 0.554, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1651, s0.acc: 94.3477, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2122, s1.loss_cls: 0.0798, s1.acc: 94.4105, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1085, s2.loss_cls: 0.0396, s2.acc: 94.3169, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0522, loss: 1.0917 2022-09-17 20:55:25,826 - mmdet - INFO - Epoch [15][3900/7330] lr: 1.000e-04, eta: 1 day, 1:01:28, time: 0.571, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1689, s0.acc: 94.2117, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2161, s1.loss_cls: 0.0820, s1.acc: 94.2304, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1098, s2.loss_cls: 0.0403, s2.acc: 94.1615, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0526, loss: 1.1078 2022-09-17 20:55:54,664 - mmdet - INFO - Epoch [15][3950/7330] lr: 1.000e-04, eta: 1 day, 1:01:00, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1740, s0.acc: 94.0791, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2178, s1.loss_cls: 0.0851, s1.acc: 94.0495, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1099, s2.loss_cls: 0.0419, s2.acc: 93.9982, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0523, loss: 1.1347 2022-09-17 20:56:23,094 - mmdet - INFO - Epoch [15][4000/7330] lr: 1.000e-04, eta: 1 day, 1:00:31, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1712, s0.acc: 94.1433, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2226, s1.loss_cls: 0.0821, s1.acc: 94.2256, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1133, s2.loss_cls: 0.0405, s2.acc: 94.0734, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0540, loss: 1.1372 2022-09-17 20:56:51,452 - mmdet - INFO - Epoch [15][4050/7330] lr: 1.000e-04, eta: 1 day, 1:00:02, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1677, s0.acc: 94.2400, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2138, s1.loss_cls: 0.0807, s1.acc: 94.3074, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1087, s2.loss_cls: 0.0394, s2.acc: 94.2092, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0517, loss: 1.1002 2022-09-17 20:57:19,382 - mmdet - INFO - Epoch [15][4100/7330] lr: 1.000e-04, eta: 1 day, 0:59:32, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1739, s0.acc: 94.1340, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2203, s1.loss_cls: 0.0839, s1.acc: 94.2018, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1113, s2.loss_cls: 0.0410, s2.acc: 94.1874, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0532, loss: 1.1208 2022-09-17 20:57:47,895 - mmdet - INFO - Epoch [15][4150/7330] lr: 1.000e-04, eta: 1 day, 0:59:03, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1701, s0.acc: 94.1787, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2180, s1.loss_cls: 0.0828, s1.acc: 94.1132, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1103, s2.loss_cls: 0.0405, s2.acc: 94.0965, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0524, loss: 1.1190 2022-09-17 20:58:15,857 - mmdet - INFO - Epoch [15][4200/7330] lr: 1.000e-04, eta: 1 day, 0:58:34, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1696, s0.acc: 94.1392, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2183, s1.loss_cls: 0.0814, s1.acc: 94.2001, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1099, s2.loss_cls: 0.0399, s2.acc: 94.2655, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0525, loss: 1.1167 2022-09-17 20:58:43,975 - mmdet - INFO - Epoch [15][4250/7330] lr: 1.000e-04, eta: 1 day, 0:58:05, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1732, s0.acc: 94.1162, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2139, s1.loss_cls: 0.0839, s1.acc: 94.1757, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1096, s2.loss_cls: 0.0409, s2.acc: 94.1382, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.1078 2022-09-17 20:59:12,542 - mmdet - INFO - Epoch [15][4300/7330] lr: 1.000e-04, eta: 1 day, 0:57:36, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1667, s0.acc: 94.3042, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2203, s1.loss_cls: 0.0806, s1.acc: 94.3590, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1120, s2.loss_cls: 0.0392, s2.acc: 94.3666, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0537, loss: 1.1039 2022-09-17 20:59:40,267 - mmdet - INFO - Epoch [15][4350/7330] lr: 1.000e-04, eta: 1 day, 0:57:06, time: 0.554, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1724, s0.acc: 94.0781, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2190, s1.loss_cls: 0.0821, s1.acc: 94.2243, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1113, s2.loss_cls: 0.0405, s2.acc: 94.0727, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0532, loss: 1.1292 2022-09-17 21:00:08,787 - mmdet - INFO - Epoch [15][4400/7330] lr: 1.000e-04, eta: 1 day, 0:56:37, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1736, s0.acc: 94.2607, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2109, s1.loss_cls: 0.0840, s1.acc: 94.3188, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1084, s2.loss_cls: 0.0417, s2.acc: 94.0603, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0517, loss: 1.1037 2022-09-17 21:00:37,072 - mmdet - INFO - Epoch [15][4450/7330] lr: 1.000e-04, eta: 1 day, 0:56:08, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1721, s0.acc: 94.0396, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2176, s1.loss_cls: 0.0830, s1.acc: 94.1492, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1103, s2.loss_cls: 0.0404, s2.acc: 94.1205, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0524, loss: 1.1267 2022-09-17 21:01:04,772 - mmdet - INFO - Epoch [15][4500/7330] lr: 1.000e-04, eta: 1 day, 0:55:38, time: 0.554, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1687, s0.acc: 94.2788, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2131, s1.loss_cls: 0.0820, s1.acc: 94.2968, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1095, s2.loss_cls: 0.0399, s2.acc: 94.2026, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0523, loss: 1.0960 2022-09-17 21:01:32,911 - mmdet - INFO - Epoch [15][4550/7330] lr: 1.000e-04, eta: 1 day, 0:55:09, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1752, s0.acc: 93.8931, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2224, s1.loss_cls: 0.0857, s1.acc: 93.8113, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1125, s2.loss_cls: 0.0427, s2.acc: 93.7444, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0538, loss: 1.1501 2022-09-17 21:02:00,948 - mmdet - INFO - Epoch [15][4600/7330] lr: 1.000e-04, eta: 1 day, 0:54:39, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1717, s0.acc: 94.1160, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2157, s1.loss_cls: 0.0833, s1.acc: 94.1566, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1099, s2.loss_cls: 0.0414, s2.acc: 94.0127, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0525, loss: 1.1152 2022-09-17 21:02:30,004 - mmdet - INFO - Epoch [15][4650/7330] lr: 1.000e-04, eta: 1 day, 0:54:11, time: 0.581, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1868, s0.acc: 93.6016, s0.loss_bbox: 0.2560, s0.loss_mask: 0.2255, s1.loss_cls: 0.0904, s1.acc: 93.6587, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1128, s2.loss_cls: 0.0440, s2.acc: 93.7088, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0535, loss: 1.1951 2022-09-17 21:02:58,168 - mmdet - INFO - Epoch [15][4700/7330] lr: 1.000e-04, eta: 1 day, 0:53:42, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1820, s0.acc: 93.8096, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2278, s1.loss_cls: 0.0890, s1.acc: 93.8288, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1151, s2.loss_cls: 0.0430, s2.acc: 93.7594, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0546, loss: 1.1617 2022-09-17 21:03:26,562 - mmdet - INFO - Epoch [15][4750/7330] lr: 1.000e-04, eta: 1 day, 0:53:13, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1741, s0.acc: 94.0955, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2171, s1.loss_cls: 0.0841, s1.acc: 94.1196, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1106, s2.loss_cls: 0.0417, s2.acc: 94.0456, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0532, loss: 1.1321 2022-09-17 21:03:54,310 - mmdet - INFO - Epoch [15][4800/7330] lr: 1.000e-04, eta: 1 day, 0:52:43, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1739, s0.acc: 94.0977, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2185, s1.loss_cls: 0.0835, s1.acc: 94.1083, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1109, s2.loss_cls: 0.0410, s2.acc: 94.0244, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0531, loss: 1.1210 2022-09-17 21:04:21,958 - mmdet - INFO - Epoch [15][4850/7330] lr: 1.000e-04, eta: 1 day, 0:52:13, time: 0.552, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1676, s0.acc: 94.3186, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2136, s1.loss_cls: 0.0814, s1.acc: 94.3075, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1087, s2.loss_cls: 0.0401, s2.acc: 94.3039, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0517, loss: 1.0954 2022-09-17 21:04:50,790 - mmdet - INFO - Epoch [15][4900/7330] lr: 1.000e-04, eta: 1 day, 0:51:45, time: 0.577, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1869, s0.acc: 93.6592, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2226, s1.loss_cls: 0.0910, s1.acc: 93.6361, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1136, s2.loss_cls: 0.0448, s2.acc: 93.5357, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0545, loss: 1.1841 2022-09-17 21:05:19,456 - mmdet - INFO - Epoch [15][4950/7330] lr: 1.000e-04, eta: 1 day, 0:51:16, time: 0.573, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1822, s0.acc: 93.7881, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2198, s1.loss_cls: 0.0874, s1.acc: 93.8467, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1115, s2.loss_cls: 0.0424, s2.acc: 93.9152, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0531, loss: 1.1563 2022-09-17 21:05:47,766 - mmdet - INFO - Epoch [15][5000/7330] lr: 1.000e-04, eta: 1 day, 0:50:47, time: 0.566, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1763, s0.acc: 93.9629, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2191, s1.loss_cls: 0.0855, s1.acc: 94.0120, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1119, s2.loss_cls: 0.0424, s2.acc: 93.8848, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0529, loss: 1.1443 2022-09-17 21:06:16,661 - mmdet - INFO - Epoch [15][5050/7330] lr: 1.000e-04, eta: 1 day, 0:50:19, time: 0.578, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1783, s0.acc: 93.9026, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2201, s1.loss_cls: 0.0865, s1.acc: 93.9955, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1118, s2.loss_cls: 0.0422, s2.acc: 93.9130, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0529, loss: 1.1538 2022-09-17 21:06:44,448 - mmdet - INFO - Epoch [15][5100/7330] lr: 1.000e-04, eta: 1 day, 0:49:49, time: 0.557, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1641, s0.acc: 94.3931, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2175, s1.loss_cls: 0.0794, s1.acc: 94.4433, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1124, s2.loss_cls: 0.0391, s2.acc: 94.3708, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0535, loss: 1.0949 2022-09-17 21:07:12,716 - mmdet - INFO - Epoch [15][5150/7330] lr: 1.000e-04, eta: 1 day, 0:49:20, time: 0.565, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1807, s0.acc: 93.8748, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2142, s1.loss_cls: 0.0881, s1.acc: 93.8969, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1097, s2.loss_cls: 0.0433, s2.acc: 93.7946, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0523, loss: 1.1370 2022-09-17 21:07:40,864 - mmdet - INFO - Epoch [15][5200/7330] lr: 1.000e-04, eta: 1 day, 0:48:51, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1814, s0.acc: 93.7939, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2215, s1.loss_cls: 0.0873, s1.acc: 93.8683, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1126, s2.loss_cls: 0.0430, s2.acc: 93.7177, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0532, loss: 1.1490 2022-09-17 21:08:09,498 - mmdet - INFO - Epoch [15][5250/7330] lr: 1.000e-04, eta: 1 day, 0:48:22, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1774, s0.acc: 93.8306, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2187, s1.loss_cls: 0.0865, s1.acc: 93.8656, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1101, s2.loss_cls: 0.0422, s2.acc: 93.9011, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0524, loss: 1.1357 2022-09-17 21:08:37,407 - mmdet - INFO - Epoch [15][5300/7330] lr: 1.000e-04, eta: 1 day, 0:47:52, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1710, s0.acc: 94.1211, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2119, s1.loss_cls: 0.0819, s1.acc: 94.1925, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1069, s2.loss_cls: 0.0404, s2.acc: 94.0897, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0509, loss: 1.1016 2022-09-17 21:09:05,103 - mmdet - INFO - Epoch [15][5350/7330] lr: 1.000e-04, eta: 1 day, 0:47:22, time: 0.553, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1706, s0.acc: 94.1782, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2209, s1.loss_cls: 0.0828, s1.acc: 94.2532, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1130, s2.loss_cls: 0.0407, s2.acc: 94.1224, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0542, loss: 1.1295 2022-09-17 21:09:33,313 - mmdet - INFO - Epoch [15][5400/7330] lr: 1.000e-04, eta: 1 day, 0:46:53, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1772, s0.acc: 93.9392, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2219, s1.loss_cls: 0.0858, s1.acc: 94.0372, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1133, s2.loss_cls: 0.0425, s2.acc: 93.8809, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0540, loss: 1.1497 2022-09-17 21:10:01,017 - mmdet - INFO - Epoch [15][5450/7330] lr: 1.000e-04, eta: 1 day, 0:46:23, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1706, s0.acc: 94.1243, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2199, s1.loss_cls: 0.0819, s1.acc: 94.1772, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1123, s2.loss_cls: 0.0400, s2.acc: 94.1740, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0535, loss: 1.1167 2022-09-17 21:10:28,864 - mmdet - INFO - Epoch [15][5500/7330] lr: 1.000e-04, eta: 1 day, 0:45:53, time: 0.557, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1669, s0.acc: 94.2495, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2173, s1.loss_cls: 0.0795, s1.acc: 94.3406, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1110, s2.loss_cls: 0.0395, s2.acc: 94.2237, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0533, loss: 1.1020 2022-09-17 21:10:57,167 - mmdet - INFO - Epoch [15][5550/7330] lr: 1.000e-04, eta: 1 day, 0:45:24, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1861, s0.acc: 93.6980, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2252, s1.loss_cls: 0.0905, s1.acc: 93.6493, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1123, s2.loss_cls: 0.0442, s2.acc: 93.5993, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0534, loss: 1.1819 2022-09-17 21:11:24,645 - mmdet - INFO - Epoch [15][5600/7330] lr: 1.000e-04, eta: 1 day, 0:44:54, time: 0.550, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1707, s0.acc: 94.2678, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2170, s1.loss_cls: 0.0821, s1.acc: 94.2576, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1111, s2.loss_cls: 0.0407, s2.acc: 94.1089, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0529, loss: 1.1020 2022-09-17 21:11:53,139 - mmdet - INFO - Epoch [15][5650/7330] lr: 1.000e-04, eta: 1 day, 0:44:25, time: 0.569, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1783, s0.acc: 93.9136, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2150, s1.loss_cls: 0.0859, s1.acc: 93.9670, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1089, s2.loss_cls: 0.0429, s2.acc: 93.7993, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0519, loss: 1.1472 2022-09-17 21:12:21,127 - mmdet - INFO - Epoch [15][5700/7330] lr: 1.000e-04, eta: 1 day, 0:43:56, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1780, s0.acc: 93.9902, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2236, s1.loss_cls: 0.0861, s1.acc: 93.9678, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1135, s2.loss_cls: 0.0421, s2.acc: 93.9311, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0542, loss: 1.1484 2022-09-17 21:12:49,821 - mmdet - INFO - Epoch [15][5750/7330] lr: 1.000e-04, eta: 1 day, 0:43:27, time: 0.573, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1752, s0.acc: 94.0439, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2185, s1.loss_cls: 0.0849, s1.acc: 94.0451, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1118, s2.loss_cls: 0.0414, s2.acc: 94.0138, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0532, loss: 1.1362 2022-09-17 21:13:17,666 - mmdet - INFO - Epoch [15][5800/7330] lr: 1.000e-04, eta: 1 day, 0:42:58, time: 0.557, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1697, s0.acc: 94.0369, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2166, s1.loss_cls: 0.0812, s1.acc: 94.1151, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1102, s2.loss_cls: 0.0402, s2.acc: 93.9672, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0530, loss: 1.1228 2022-09-17 21:13:45,868 - mmdet - INFO - Epoch [15][5850/7330] lr: 1.000e-04, eta: 1 day, 0:42:28, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1769, s0.acc: 94.0754, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2277, s1.loss_cls: 0.0853, s1.acc: 94.1945, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1146, s2.loss_cls: 0.0415, s2.acc: 94.1858, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0542, loss: 1.1336 2022-09-17 21:14:14,673 - mmdet - INFO - Epoch [15][5900/7330] lr: 1.000e-04, eta: 1 day, 0:42:00, time: 0.577, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1728, s0.acc: 94.0903, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2166, s1.loss_cls: 0.0833, s1.acc: 94.1300, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1095, s2.loss_cls: 0.0406, s2.acc: 94.1703, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0522, loss: 1.1109 2022-09-17 21:14:42,822 - mmdet - INFO - Epoch [15][5950/7330] lr: 1.000e-04, eta: 1 day, 0:41:31, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1699, s0.acc: 94.2029, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2151, s1.loss_cls: 0.0813, s1.acc: 94.2956, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1105, s2.loss_cls: 0.0397, s2.acc: 94.2791, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0528, loss: 1.1128 2022-09-17 21:15:11,329 - mmdet - INFO - Epoch [15][6000/7330] lr: 1.000e-04, eta: 1 day, 0:41:02, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1752, s0.acc: 94.0696, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2245, s1.loss_cls: 0.0850, s1.acc: 94.0775, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1138, s2.loss_cls: 0.0422, s2.acc: 93.9639, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0542, loss: 1.1414 2022-09-17 21:15:39,414 - mmdet - INFO - Epoch [15][6050/7330] lr: 1.000e-04, eta: 1 day, 0:40:33, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1656, s0.acc: 94.2515, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2152, s1.loss_cls: 0.0810, s1.acc: 94.2083, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1097, s2.loss_cls: 0.0406, s2.acc: 94.0496, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0522, loss: 1.0974 2022-09-17 21:16:07,278 - mmdet - INFO - Epoch [15][6100/7330] lr: 1.000e-04, eta: 1 day, 0:40:03, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1670, s0.acc: 94.3665, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2165, s1.loss_cls: 0.0798, s1.acc: 94.3968, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1103, s2.loss_cls: 0.0394, s2.acc: 94.3458, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0529, loss: 1.0936 2022-09-17 21:16:35,263 - mmdet - INFO - Epoch [15][6150/7330] lr: 1.000e-04, eta: 1 day, 0:39:33, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1752, s0.acc: 93.9792, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2192, s1.loss_cls: 0.0836, s1.acc: 94.0894, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1121, s2.loss_cls: 0.0414, s2.acc: 93.8276, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0539, loss: 1.1346 2022-09-17 21:17:03,619 - mmdet - INFO - Epoch [15][6200/7330] lr: 1.000e-04, eta: 1 day, 0:39:04, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1689, s0.acc: 94.1450, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2170, s1.loss_cls: 0.0821, s1.acc: 94.1783, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1108, s2.loss_cls: 0.0403, s2.acc: 94.0948, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0526, loss: 1.1002 2022-09-17 21:17:31,529 - mmdet - INFO - Epoch [15][6250/7330] lr: 1.000e-04, eta: 1 day, 0:38:35, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1796, s0.acc: 93.7971, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2184, s1.loss_cls: 0.0878, s1.acc: 93.8141, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1114, s2.loss_cls: 0.0429, s2.acc: 93.7663, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0528, loss: 1.1485 2022-09-17 21:18:00,362 - mmdet - INFO - Epoch [15][6300/7330] lr: 1.000e-04, eta: 1 day, 0:38:06, time: 0.576, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1780, s0.acc: 93.8989, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2197, s1.loss_cls: 0.0862, s1.acc: 93.9108, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1121, s2.loss_cls: 0.0421, s2.acc: 93.8936, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0535, loss: 1.1493 2022-09-17 21:18:28,552 - mmdet - INFO - Epoch [15][6350/7330] lr: 1.000e-04, eta: 1 day, 0:37:37, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1638, s0.acc: 94.2686, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2155, s1.loss_cls: 0.0805, s1.acc: 94.1830, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1091, s2.loss_cls: 0.0404, s2.acc: 94.1123, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0520, loss: 1.0985 2022-09-17 21:18:56,549 - mmdet - INFO - Epoch [15][6400/7330] lr: 1.000e-04, eta: 1 day, 0:37:08, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1786, s0.acc: 93.8816, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2173, s1.loss_cls: 0.0875, s1.acc: 93.8455, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1101, s2.loss_cls: 0.0428, s2.acc: 93.8638, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0520, loss: 1.1321 2022-09-17 21:19:25,079 - mmdet - INFO - Epoch [15][6450/7330] lr: 1.000e-04, eta: 1 day, 0:36:39, time: 0.571, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1750, s0.acc: 94.0942, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2169, s1.loss_cls: 0.0836, s1.acc: 94.1262, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1110, s2.loss_cls: 0.0406, s2.acc: 94.1912, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0530, loss: 1.1216 2022-09-17 21:19:52,733 - mmdet - INFO - Epoch [15][6500/7330] lr: 1.000e-04, eta: 1 day, 0:36:09, time: 0.553, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1795, s0.acc: 93.7607, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2197, s1.loss_cls: 0.0874, s1.acc: 93.7852, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1123, s2.loss_cls: 0.0434, s2.acc: 93.6329, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0540, loss: 1.1518 2022-09-17 21:20:21,009 - mmdet - INFO - Epoch [15][6550/7330] lr: 1.000e-04, eta: 1 day, 0:35:40, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1736, s0.acc: 94.1660, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2220, s1.loss_cls: 0.0830, s1.acc: 94.2079, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1133, s2.loss_cls: 0.0407, s2.acc: 94.0831, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0543, loss: 1.1320 2022-09-17 21:20:48,852 - mmdet - INFO - Epoch [15][6600/7330] lr: 1.000e-04, eta: 1 day, 0:35:10, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1787, s0.acc: 93.8755, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2186, s1.loss_cls: 0.0874, s1.acc: 93.8447, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1116, s2.loss_cls: 0.0424, s2.acc: 93.8610, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0532, loss: 1.1404 2022-09-17 21:21:17,393 - mmdet - INFO - Epoch [15][6650/7330] lr: 1.000e-04, eta: 1 day, 0:34:41, time: 0.571, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1755, s0.acc: 94.0708, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2290, s1.loss_cls: 0.0842, s1.acc: 94.0392, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1141, s2.loss_cls: 0.0411, s2.acc: 94.0910, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0539, loss: 1.1326 2022-09-17 21:21:45,371 - mmdet - INFO - Epoch [15][6700/7330] lr: 1.000e-04, eta: 1 day, 0:34:12, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1708, s0.acc: 94.1292, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2159, s1.loss_cls: 0.0834, s1.acc: 94.1125, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1099, s2.loss_cls: 0.0409, s2.acc: 94.0036, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0527, loss: 1.1215 2022-09-17 21:22:13,120 - mmdet - INFO - Epoch [15][6750/7330] lr: 1.000e-04, eta: 1 day, 0:33:42, time: 0.555, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1694, s0.acc: 94.1885, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2171, s1.loss_cls: 0.0817, s1.acc: 94.2477, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1107, s2.loss_cls: 0.0405, s2.acc: 94.1861, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0526, loss: 1.1054 2022-09-17 21:22:41,351 - mmdet - INFO - Epoch [15][6800/7330] lr: 1.000e-04, eta: 1 day, 0:33:13, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1786, s0.acc: 93.9397, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2176, s1.loss_cls: 0.0865, s1.acc: 94.0112, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1100, s2.loss_cls: 0.0427, s2.acc: 93.7768, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0523, loss: 1.1456 2022-09-17 21:23:09,775 - mmdet - INFO - Epoch [15][6850/7330] lr: 1.000e-04, eta: 1 day, 0:32:44, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1738, s0.acc: 94.0793, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2211, s1.loss_cls: 0.0838, s1.acc: 94.1605, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1125, s2.loss_cls: 0.0415, s2.acc: 93.9729, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0535, loss: 1.1334 2022-09-17 21:23:38,109 - mmdet - INFO - Epoch [15][6900/7330] lr: 1.000e-04, eta: 1 day, 0:32:15, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1892, s0.acc: 93.6409, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2282, s1.loss_cls: 0.0904, s1.acc: 93.7987, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1158, s2.loss_cls: 0.0439, s2.acc: 93.7451, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0553, loss: 1.1803 2022-09-17 21:24:05,887 - mmdet - INFO - Epoch [15][6950/7330] lr: 1.000e-04, eta: 1 day, 0:31:45, time: 0.554, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1715, s0.acc: 94.1348, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2176, s1.loss_cls: 0.0833, s1.acc: 94.0421, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1117, s2.loss_cls: 0.0407, s2.acc: 94.0505, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0531, loss: 1.1198 2022-09-17 21:24:33,834 - mmdet - INFO - Epoch [15][7000/7330] lr: 1.000e-04, eta: 1 day, 0:31:16, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1757, s0.acc: 93.9424, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2246, s1.loss_cls: 0.0862, s1.acc: 93.8679, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1141, s2.loss_cls: 0.0423, s2.acc: 93.8625, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0539, loss: 1.1476 2022-09-17 21:25:01,627 - mmdet - INFO - Epoch [15][7050/7330] lr: 1.000e-04, eta: 1 day, 0:30:46, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1673, s0.acc: 94.2375, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2278, s1.loss_cls: 0.0814, s1.acc: 94.2846, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1161, s2.loss_cls: 0.0402, s2.acc: 94.1620, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0554, loss: 1.1202 2022-09-17 21:25:29,301 - mmdet - INFO - Epoch [15][7100/7330] lr: 1.000e-04, eta: 1 day, 0:30:16, time: 0.553, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1691, s0.acc: 94.1626, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2182, s1.loss_cls: 0.0824, s1.acc: 94.1951, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1111, s2.loss_cls: 0.0408, s2.acc: 94.0935, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0528, loss: 1.1155 2022-09-17 21:25:57,648 - mmdet - INFO - Epoch [15][7150/7330] lr: 1.000e-04, eta: 1 day, 0:29:47, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1683, s0.acc: 94.2778, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2099, s1.loss_cls: 0.0814, s1.acc: 94.3279, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1067, s2.loss_cls: 0.0405, s2.acc: 94.2004, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0508, loss: 1.0836 2022-09-17 21:26:25,541 - mmdet - INFO - Epoch [15][7200/7330] lr: 1.000e-04, eta: 1 day, 0:29:17, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1782, s0.acc: 94.0210, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2223, s1.loss_cls: 0.0850, s1.acc: 94.1483, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1114, s2.loss_cls: 0.0416, s2.acc: 94.0703, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0530, loss: 1.1346 2022-09-17 21:26:53,479 - mmdet - INFO - Epoch [15][7250/7330] lr: 1.000e-04, eta: 1 day, 0:28:48, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1701, s0.acc: 94.2405, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2145, s1.loss_cls: 0.0823, s1.acc: 94.2816, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1103, s2.loss_cls: 0.0408, s2.acc: 94.1591, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0527, loss: 1.1048 2022-09-17 21:27:21,795 - mmdet - INFO - Epoch [15][7300/7330] lr: 1.000e-04, eta: 1 day, 0:28:19, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1762, s0.acc: 93.9868, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2199, s1.loss_cls: 0.0842, s1.acc: 94.0214, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1118, s2.loss_cls: 0.0413, s2.acc: 93.9630, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0535, loss: 1.1391 2022-09-17 21:27:47,162 - mmdet - INFO - Saving checkpoint at 15 epochs 2022-09-17 21:29:29,791 - mmdet - INFO - Evaluating bbox... 2022-09-17 21:29:58,450 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.471 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.661 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.509 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.306 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.505 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.627 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 ] = 0.425 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.643 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.777 2022-09-17 21:29:58,450 - mmdet - INFO - Evaluating segm... 2022-09-17 21:30:30,411 - 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 ] = 0.632 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.436 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.219 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 ] = 0.597 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 ] = 0.345 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 ] = 0.704 2022-09-17 21:30:30,997 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 21:30:30,997 - mmdet - INFO - Epoch(val) [15][313] bbox_mAP: 0.4710, bbox_mAP_50: 0.6610, bbox_mAP_75: 0.5090, bbox_mAP_s: 0.3060, bbox_mAP_m: 0.5050, bbox_mAP_l: 0.6270, bbox_mAP_copypaste: 0.471 0.661 0.509 0.306 0.505 0.627, segm_mAP: 0.4060, segm_mAP_50: 0.6320, segm_mAP_75: 0.4360, segm_mAP_s: 0.2190, segm_mAP_m: 0.4380, segm_mAP_l: 0.5970, segm_mAP_copypaste: 0.406 0.632 0.436 0.219 0.438 0.597 2022-09-17 21:32:32,605 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 21:32:32,605 - mmdet - INFO - Epoch [16][50/7330] lr: 1.000e-04, eta: 1 day, 0:29:19, time: 2.431, data_time: 1.857, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1704, s0.acc: 94.0916, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2137, s1.loss_cls: 0.0823, s1.acc: 94.1194, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1090, s2.loss_cls: 0.0404, s2.acc: 94.1895, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0521, loss: 1.1163 2022-09-17 21:33:01,115 - mmdet - INFO - Epoch [16][100/7330] lr: 1.000e-04, eta: 1 day, 0:28:50, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1604, s0.acc: 94.3772, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2116, s1.loss_cls: 0.0790, s1.acc: 94.3089, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1078, s2.loss_cls: 0.0396, s2.acc: 94.0848, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0514, loss: 1.0873 2022-09-17 21:33:28,767 - mmdet - INFO - Epoch [16][150/7330] lr: 1.000e-04, eta: 1 day, 0:28:20, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1707, s0.acc: 94.1567, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2148, s1.loss_cls: 0.0822, s1.acc: 94.2242, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1107, s2.loss_cls: 0.0402, s2.acc: 94.2040, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0532, loss: 1.1137 2022-09-17 21:33:57,421 - mmdet - INFO - Epoch [16][200/7330] lr: 1.000e-04, eta: 1 day, 0:27:52, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1575, s0.acc: 94.4431, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2141, s1.loss_cls: 0.0765, s1.acc: 94.4694, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1098, s2.loss_cls: 0.0381, s2.acc: 94.3415, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0522, loss: 1.0827 2022-09-17 21:34:26,612 - mmdet - INFO - Epoch [16][250/7330] lr: 1.000e-04, eta: 1 day, 0:27:24, time: 0.583, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1605, s0.acc: 94.5542, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2111, s1.loss_cls: 0.0772, s1.acc: 94.5983, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1082, s2.loss_cls: 0.0385, s2.acc: 94.4516, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0516, loss: 1.0653 2022-09-17 21:34:54,581 - mmdet - INFO - Epoch [16][300/7330] lr: 1.000e-04, eta: 1 day, 0:26:54, time: 0.560, data_time: 0.014, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1653, s0.acc: 94.2393, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2169, s1.loss_cls: 0.0803, s1.acc: 94.2455, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1084, s2.loss_cls: 0.0406, s2.acc: 93.8908, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0519, loss: 1.1048 2022-09-17 21:35:22,240 - mmdet - INFO - Epoch [16][350/7330] lr: 1.000e-04, eta: 1 day, 0:26:24, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1666, s0.acc: 94.2568, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2122, s1.loss_cls: 0.0811, s1.acc: 94.2378, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1089, s2.loss_cls: 0.0403, s2.acc: 94.1452, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0527, loss: 1.0877 2022-09-17 21:35:50,251 - mmdet - INFO - Epoch [16][400/7330] lr: 1.000e-04, eta: 1 day, 0:25:55, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1653, s0.acc: 94.3386, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2085, s1.loss_cls: 0.0790, s1.acc: 94.4528, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1066, s2.loss_cls: 0.0388, s2.acc: 94.3795, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0507, loss: 1.0740 2022-09-17 21:36:18,076 - mmdet - INFO - Epoch [16][450/7330] lr: 1.000e-04, eta: 1 day, 0:25:25, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1704, s0.acc: 94.1228, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2199, s1.loss_cls: 0.0820, s1.acc: 94.2325, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1131, s2.loss_cls: 0.0405, s2.acc: 94.0722, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0542, loss: 1.1265 2022-09-17 21:36:46,543 - mmdet - INFO - Epoch [16][500/7330] lr: 1.000e-04, eta: 1 day, 0:24:56, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1724, s0.acc: 94.0012, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2090, s1.loss_cls: 0.0822, s1.acc: 94.1865, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1063, s2.loss_cls: 0.0408, s2.acc: 94.0638, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0513, loss: 1.1100 2022-09-17 21:37:14,710 - mmdet - INFO - Epoch [16][550/7330] lr: 1.000e-04, eta: 1 day, 0:24:27, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1608, s0.acc: 94.4370, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2147, s1.loss_cls: 0.0776, s1.acc: 94.4985, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1096, s2.loss_cls: 0.0389, s2.acc: 94.3960, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0526, loss: 1.0859 2022-09-17 21:37:43,792 - mmdet - INFO - Epoch [16][600/7330] lr: 1.000e-04, eta: 1 day, 0:23:59, time: 0.581, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1725, s0.acc: 94.1912, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2174, s1.loss_cls: 0.0844, s1.acc: 94.1469, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1109, s2.loss_cls: 0.0416, s2.acc: 94.0534, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0533, loss: 1.1219 2022-09-17 21:38:11,562 - mmdet - INFO - Epoch [16][650/7330] lr: 1.000e-04, eta: 1 day, 0:23:29, time: 0.555, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1586, s0.acc: 94.5610, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2105, s1.loss_cls: 0.0766, s1.acc: 94.5505, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1072, s2.loss_cls: 0.0381, s2.acc: 94.4809, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0511, loss: 1.0654 2022-09-17 21:38:41,221 - mmdet - INFO - Epoch [16][700/7330] lr: 1.000e-04, eta: 1 day, 0:23:01, time: 0.589, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1667, s0.acc: 94.1431, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2154, s1.loss_cls: 0.0805, s1.acc: 94.1739, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1081, s2.loss_cls: 0.0397, s2.acc: 93.9878, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0513, loss: 1.1104 2022-09-17 21:39:09,122 - mmdet - INFO - Epoch [16][750/7330] lr: 1.000e-04, eta: 1 day, 0:22:32, time: 0.562, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1703, s0.acc: 94.1870, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2153, s1.loss_cls: 0.0818, s1.acc: 94.1398, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1088, s2.loss_cls: 0.0402, s2.acc: 94.0668, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0518, loss: 1.1158 2022-09-17 21:39:37,629 - mmdet - INFO - Epoch [16][800/7330] lr: 1.000e-04, eta: 1 day, 0:22:03, time: 0.570, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1679, s0.acc: 94.2065, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2111, s1.loss_cls: 0.0818, s1.acc: 94.2672, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1075, s2.loss_cls: 0.0408, s2.acc: 94.0560, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0514, loss: 1.1122 2022-09-17 21:40:06,725 - mmdet - INFO - Epoch [16][850/7330] lr: 1.000e-04, eta: 1 day, 0:21:35, time: 0.581, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1774, s0.acc: 93.8057, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2119, s1.loss_cls: 0.0848, s1.acc: 93.9345, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1078, s2.loss_cls: 0.0418, s2.acc: 93.8589, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0517, loss: 1.1369 2022-09-17 21:40:34,542 - mmdet - INFO - Epoch [16][900/7330] lr: 1.000e-04, eta: 1 day, 0:21:05, time: 0.557, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1748, s0.acc: 94.0713, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2107, s1.loss_cls: 0.0843, s1.acc: 94.0583, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1067, s2.loss_cls: 0.0415, s2.acc: 94.0293, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0509, loss: 1.1059 2022-09-17 21:41:03,370 - mmdet - INFO - Epoch [16][950/7330] lr: 1.000e-04, eta: 1 day, 0:20:37, time: 0.576, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1760, s0.acc: 94.0156, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2229, s1.loss_cls: 0.0850, s1.acc: 94.0374, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1133, s2.loss_cls: 0.0421, s2.acc: 93.9569, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0540, loss: 1.1507 2022-09-17 21:41:31,700 - mmdet - INFO - Epoch [16][1000/7330] lr: 1.000e-04, eta: 1 day, 0:20:08, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1728, s0.acc: 94.0723, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2149, s1.loss_cls: 0.0830, s1.acc: 94.1173, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1106, s2.loss_cls: 0.0411, s2.acc: 93.9702, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0531, loss: 1.1338 2022-09-17 21:42:00,135 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 21:42:00,136 - mmdet - INFO - Epoch [16][1050/7330] lr: 1.000e-04, eta: 1 day, 0:19:39, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1760, s0.acc: 93.9810, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2237, s1.loss_cls: 0.0837, s1.acc: 94.1457, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1128, s2.loss_cls: 0.0418, s2.acc: 94.0142, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0540, loss: 1.1416 2022-09-17 21:42:28,281 - mmdet - INFO - Epoch [16][1100/7330] lr: 1.000e-04, eta: 1 day, 0:19:09, time: 0.563, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1666, s0.acc: 94.2903, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2151, s1.loss_cls: 0.0798, s1.acc: 94.3752, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1094, s2.loss_cls: 0.0393, s2.acc: 94.2426, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0523, loss: 1.0934 2022-09-17 21:42:55,590 - mmdet - INFO - Epoch [16][1150/7330] lr: 1.000e-04, eta: 1 day, 0:18:39, time: 0.546, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1621, s0.acc: 94.4158, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2110, s1.loss_cls: 0.0785, s1.acc: 94.4966, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1085, s2.loss_cls: 0.0390, s2.acc: 94.3558, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0518, loss: 1.0699 2022-09-17 21:43:24,748 - mmdet - INFO - Epoch [16][1200/7330] lr: 1.000e-04, eta: 1 day, 0:18:11, time: 0.583, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1612, s0.acc: 94.3074, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2100, s1.loss_cls: 0.0778, s1.acc: 94.3056, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1070, s2.loss_cls: 0.0385, s2.acc: 94.2714, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0511, loss: 1.0833 2022-09-17 21:43:52,864 - mmdet - INFO - Epoch [16][1250/7330] lr: 1.000e-04, eta: 1 day, 0:17:42, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1739, s0.acc: 94.1121, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2222, s1.loss_cls: 0.0846, s1.acc: 94.1276, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1125, s2.loss_cls: 0.0414, s2.acc: 94.0376, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0538, loss: 1.1371 2022-09-17 21:44:21,385 - mmdet - INFO - Epoch [16][1300/7330] lr: 1.000e-04, eta: 1 day, 0:17:13, time: 0.570, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1672, s0.acc: 94.2661, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2178, s1.loss_cls: 0.0815, s1.acc: 94.3093, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1113, s2.loss_cls: 0.0400, s2.acc: 94.1513, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0534, loss: 1.1112 2022-09-17 21:44:50,190 - mmdet - INFO - Epoch [16][1350/7330] lr: 1.000e-04, eta: 1 day, 0:16:44, time: 0.575, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1716, s0.acc: 94.0940, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2226, s1.loss_cls: 0.0822, s1.acc: 94.2265, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1134, s2.loss_cls: 0.0404, s2.acc: 94.1238, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0543, loss: 1.1323 2022-09-17 21:45:18,560 - mmdet - INFO - Epoch [16][1400/7330] lr: 1.000e-04, eta: 1 day, 0:16:15, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1766, s0.acc: 93.9478, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2178, s1.loss_cls: 0.0855, s1.acc: 93.9224, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1111, s2.loss_cls: 0.0420, s2.acc: 93.8454, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0531, loss: 1.1401 2022-09-17 21:45:46,646 - mmdet - INFO - Epoch [16][1450/7330] lr: 1.000e-04, eta: 1 day, 0:15:46, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1711, s0.acc: 94.2231, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2214, s1.loss_cls: 0.0812, s1.acc: 94.3389, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1128, s2.loss_cls: 0.0405, s2.acc: 94.2116, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0541, loss: 1.1286 2022-09-17 21:46:14,548 - mmdet - INFO - Epoch [16][1500/7330] lr: 1.000e-04, eta: 1 day, 0:15:16, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1626, s0.acc: 94.4810, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2145, s1.loss_cls: 0.0769, s1.acc: 94.6355, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1100, s2.loss_cls: 0.0382, s2.acc: 94.5528, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0527, loss: 1.0875 2022-09-17 21:46:42,376 - mmdet - INFO - Epoch [16][1550/7330] lr: 1.000e-04, eta: 1 day, 0:14:47, time: 0.557, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1780, s0.acc: 93.8328, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2238, s1.loss_cls: 0.0845, s1.acc: 93.9779, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1129, s2.loss_cls: 0.0417, s2.acc: 93.8717, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0537, loss: 1.1475 2022-09-17 21:47:10,467 - mmdet - INFO - Epoch [16][1600/7330] lr: 1.000e-04, eta: 1 day, 0:14:17, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1729, s0.acc: 94.1338, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2191, s1.loss_cls: 0.0823, s1.acc: 94.2672, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1117, s2.loss_cls: 0.0407, s2.acc: 94.2163, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.1179 2022-09-17 21:47:39,236 - mmdet - INFO - Epoch [16][1650/7330] lr: 1.000e-04, eta: 1 day, 0:13:49, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1787, s0.acc: 93.8904, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2197, s1.loss_cls: 0.0874, s1.acc: 93.7961, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1120, s2.loss_cls: 0.0430, s2.acc: 93.7353, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0533, loss: 1.1534 2022-09-17 21:48:07,057 - mmdet - INFO - Epoch [16][1700/7330] lr: 1.000e-04, eta: 1 day, 0:13:19, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1705, s0.acc: 94.2495, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2088, s1.loss_cls: 0.0817, s1.acc: 94.3290, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1054, s2.loss_cls: 0.0406, s2.acc: 94.2600, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0505, loss: 1.0782 2022-09-17 21:48:35,352 - mmdet - INFO - Epoch [16][1750/7330] lr: 1.000e-04, eta: 1 day, 0:12:50, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1672, s0.acc: 94.3516, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2202, s1.loss_cls: 0.0811, s1.acc: 94.3757, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1115, s2.loss_cls: 0.0399, s2.acc: 94.3444, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0533, loss: 1.1108 2022-09-17 21:49:03,815 - mmdet - INFO - Epoch [16][1800/7330] lr: 1.000e-04, eta: 1 day, 0:12:21, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1642, s0.acc: 94.2759, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2130, s1.loss_cls: 0.0798, s1.acc: 94.3444, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1089, s2.loss_cls: 0.0391, s2.acc: 94.3216, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0521, loss: 1.0890 2022-09-17 21:49:32,078 - mmdet - INFO - Epoch [16][1850/7330] lr: 1.000e-04, eta: 1 day, 0:11:52, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1610, s0.acc: 94.4060, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2158, s1.loss_cls: 0.0785, s1.acc: 94.3864, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1102, s2.loss_cls: 0.0384, s2.acc: 94.3714, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0522, loss: 1.0836 2022-09-17 21:50:00,532 - mmdet - INFO - Epoch [16][1900/7330] lr: 1.000e-04, eta: 1 day, 0:11:23, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1704, s0.acc: 94.1135, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2157, s1.loss_cls: 0.0824, s1.acc: 94.1670, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1096, s2.loss_cls: 0.0411, s2.acc: 94.0129, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0523, loss: 1.1172 2022-09-17 21:50:29,162 - mmdet - INFO - Epoch [16][1950/7330] lr: 1.000e-04, eta: 1 day, 0:10:54, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1621, s0.acc: 94.4641, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2154, s1.loss_cls: 0.0774, s1.acc: 94.6252, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1090, s2.loss_cls: 0.0386, s2.acc: 94.4419, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0519, loss: 1.0803 2022-09-17 21:50:57,029 - mmdet - INFO - Epoch [16][2000/7330] lr: 1.000e-04, eta: 1 day, 0:10:25, time: 0.557, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1716, s0.acc: 94.1870, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2185, s1.loss_cls: 0.0826, s1.acc: 94.2339, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1115, s2.loss_cls: 0.0411, s2.acc: 94.0376, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0533, loss: 1.1349 2022-09-17 21:51:25,599 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 21:51:25,599 - mmdet - INFO - Epoch [16][2050/7330] lr: 1.000e-04, eta: 1 day, 0:09:56, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1652, s0.acc: 94.2773, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2149, s1.loss_cls: 0.0805, s1.acc: 94.3233, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1091, s2.loss_cls: 0.0396, s2.acc: 94.2286, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0520, loss: 1.1011 2022-09-17 21:51:53,386 - mmdet - INFO - Epoch [16][2100/7330] lr: 1.000e-04, eta: 1 day, 0:09:26, time: 0.556, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1690, s0.acc: 94.1802, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2139, s1.loss_cls: 0.0813, s1.acc: 94.2672, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1092, s2.loss_cls: 0.0397, s2.acc: 94.3050, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0519, loss: 1.0938 2022-09-17 21:52:23,056 - mmdet - INFO - Epoch [16][2150/7330] lr: 1.000e-04, eta: 1 day, 0:08:59, time: 0.593, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1764, s0.acc: 93.9358, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2211, s1.loss_cls: 0.0856, s1.acc: 94.0663, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1119, s2.loss_cls: 0.0413, s2.acc: 93.9939, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0532, loss: 1.1423 2022-09-17 21:52:51,501 - mmdet - INFO - Epoch [16][2200/7330] lr: 1.000e-04, eta: 1 day, 0:08:30, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1703, s0.acc: 94.1028, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2206, s1.loss_cls: 0.0832, s1.acc: 94.1226, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1120, s2.loss_cls: 0.0414, s2.acc: 93.9404, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0529, loss: 1.1322 2022-09-17 21:53:19,512 - mmdet - INFO - Epoch [16][2250/7330] lr: 1.000e-04, eta: 1 day, 0:08:00, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1680, s0.acc: 94.2090, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2143, s1.loss_cls: 0.0818, s1.acc: 94.2422, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1094, s2.loss_cls: 0.0403, s2.acc: 94.1703, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0522, loss: 1.1073 2022-09-17 21:53:47,240 - mmdet - INFO - Epoch [16][2300/7330] lr: 1.000e-04, eta: 1 day, 0:07:31, time: 0.555, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1685, s0.acc: 94.2231, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2192, s1.loss_cls: 0.0819, s1.acc: 94.2251, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1118, s2.loss_cls: 0.0408, s2.acc: 94.0069, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0533, loss: 1.1066 2022-09-17 21:54:15,019 - mmdet - INFO - Epoch [16][2350/7330] lr: 1.000e-04, eta: 1 day, 0:07:01, time: 0.555, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1764, s0.acc: 93.9561, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2201, s1.loss_cls: 0.0855, s1.acc: 94.0201, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1128, s2.loss_cls: 0.0422, s2.acc: 93.9639, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0544, loss: 1.1444 2022-09-17 21:54:43,471 - mmdet - INFO - Epoch [16][2400/7330] lr: 1.000e-04, eta: 1 day, 0:06:32, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1638, s0.acc: 94.3008, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2175, s1.loss_cls: 0.0796, s1.acc: 94.3334, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1113, s2.loss_cls: 0.0393, s2.acc: 94.2678, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0531, loss: 1.0960 2022-09-17 21:55:12,151 - mmdet - INFO - Epoch [16][2450/7330] lr: 1.000e-04, eta: 1 day, 0:06:03, time: 0.574, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1777, s0.acc: 93.8943, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2166, s1.loss_cls: 0.0875, s1.acc: 93.8590, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1112, s2.loss_cls: 0.0427, s2.acc: 93.8356, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0530, loss: 1.1435 2022-09-17 21:55:40,702 - mmdet - INFO - Epoch [16][2500/7330] lr: 1.000e-04, eta: 1 day, 0:05:34, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1673, s0.acc: 94.3303, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2186, s1.loss_cls: 0.0812, s1.acc: 94.3764, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1107, s2.loss_cls: 0.0405, s2.acc: 94.1642, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0527, loss: 1.1085 2022-09-17 21:56:10,362 - mmdet - INFO - Epoch [16][2550/7330] lr: 1.000e-04, eta: 1 day, 0:05:07, time: 0.593, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1735, s0.acc: 94.0129, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2260, s1.loss_cls: 0.0830, s1.acc: 94.0950, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1151, s2.loss_cls: 0.0413, s2.acc: 93.9896, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0548, loss: 1.1546 2022-09-17 21:56:38,985 - mmdet - INFO - Epoch [16][2600/7330] lr: 1.000e-04, eta: 1 day, 0:04:39, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1765, s0.acc: 93.8855, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2161, s1.loss_cls: 0.0852, s1.acc: 93.9584, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1096, s2.loss_cls: 0.0423, s2.acc: 93.8530, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0521, loss: 1.1424 2022-09-17 21:57:07,663 - mmdet - INFO - Epoch [16][2650/7330] lr: 1.000e-04, eta: 1 day, 0:04:10, time: 0.574, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1683, s0.acc: 94.1558, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2193, s1.loss_cls: 0.0824, s1.acc: 94.0954, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1128, s2.loss_cls: 0.0408, s2.acc: 93.9810, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0538, loss: 1.1176 2022-09-17 21:57:36,936 - mmdet - INFO - Epoch [16][2700/7330] lr: 1.000e-04, eta: 1 day, 0:03:42, time: 0.585, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1719, s0.acc: 94.1211, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2158, s1.loss_cls: 0.0838, s1.acc: 94.1678, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1100, s2.loss_cls: 0.0415, s2.acc: 94.0169, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0524, loss: 1.1219 2022-09-17 21:58:05,101 - mmdet - INFO - Epoch [16][2750/7330] lr: 1.000e-04, eta: 1 day, 0:03:13, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1867, s0.acc: 93.7415, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2230, s1.loss_cls: 0.0902, s1.acc: 93.7711, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1135, s2.loss_cls: 0.0438, s2.acc: 93.7189, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0542, loss: 1.1793 2022-09-17 21:58:33,464 - mmdet - INFO - Epoch [16][2800/7330] lr: 1.000e-04, eta: 1 day, 0:02:44, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1752, s0.acc: 93.9026, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2207, s1.loss_cls: 0.0838, s1.acc: 94.0764, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1122, s2.loss_cls: 0.0420, s2.acc: 93.9488, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0535, loss: 1.1493 2022-09-17 21:59:01,891 - mmdet - INFO - Epoch [16][2850/7330] lr: 1.000e-04, eta: 1 day, 0:02:15, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1774, s0.acc: 94.0835, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2188, s1.loss_cls: 0.0858, s1.acc: 94.1465, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1117, s2.loss_cls: 0.0420, s2.acc: 94.0571, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0536, loss: 1.1368 2022-09-17 21:59:30,079 - mmdet - INFO - Epoch [16][2900/7330] lr: 1.000e-04, eta: 1 day, 0:01:46, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1722, s0.acc: 94.0952, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2185, s1.loss_cls: 0.0830, s1.acc: 94.1668, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1110, s2.loss_cls: 0.0403, s2.acc: 94.2708, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0529, loss: 1.1219 2022-09-17 21:59:58,520 - mmdet - INFO - Epoch [16][2950/7330] lr: 1.000e-04, eta: 1 day, 0:01:17, time: 0.569, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1684, s0.acc: 94.1936, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2155, s1.loss_cls: 0.0819, s1.acc: 94.2670, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1100, s2.loss_cls: 0.0402, s2.acc: 94.1284, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0527, loss: 1.1065 2022-09-17 22:00:26,703 - mmdet - INFO - Epoch [16][3000/7330] lr: 1.000e-04, eta: 1 day, 0:00:48, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1640, s0.acc: 94.4937, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2136, s1.loss_cls: 0.0776, s1.acc: 94.5968, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1086, s2.loss_cls: 0.0387, s2.acc: 94.4430, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0523, loss: 1.0789 2022-09-17 22:00:54,742 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 22:00:54,743 - mmdet - INFO - Epoch [16][3050/7330] lr: 1.000e-04, eta: 1 day, 0:00:18, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1658, s0.acc: 94.2971, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2144, s1.loss_cls: 0.0808, s1.acc: 94.2681, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1108, s2.loss_cls: 0.0406, s2.acc: 94.0877, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0533, loss: 1.0917 2022-09-17 22:01:22,788 - mmdet - INFO - Epoch [16][3100/7330] lr: 1.000e-04, eta: 23:59:49, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1713, s0.acc: 94.0906, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2186, s1.loss_cls: 0.0828, s1.acc: 94.0738, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1118, s2.loss_cls: 0.0408, s2.acc: 93.9635, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0531, loss: 1.1287 2022-09-17 22:01:50,479 - mmdet - INFO - Epoch [16][3150/7330] lr: 1.000e-04, eta: 23:59:19, time: 0.554, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1730, s0.acc: 94.0796, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2157, s1.loss_cls: 0.0828, s1.acc: 94.2114, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1104, s2.loss_cls: 0.0407, s2.acc: 94.2013, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0528, loss: 1.1085 2022-09-17 22:02:18,425 - mmdet - INFO - Epoch [16][3200/7330] lr: 1.000e-04, eta: 23:58:49, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1726, s0.acc: 94.1001, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2177, s1.loss_cls: 0.0826, s1.acc: 94.1536, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1116, s2.loss_cls: 0.0401, s2.acc: 94.1888, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0533, loss: 1.1243 2022-09-17 22:02:46,687 - mmdet - INFO - Epoch [16][3250/7330] lr: 1.000e-04, eta: 23:58:20, time: 0.565, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1715, s0.acc: 94.0818, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2184, s1.loss_cls: 0.0845, s1.acc: 94.0572, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1106, s2.loss_cls: 0.0417, s2.acc: 93.9258, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0525, loss: 1.1217 2022-09-17 22:03:15,502 - mmdet - INFO - Epoch [16][3300/7330] lr: 1.000e-04, eta: 23:57:52, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1653, s0.acc: 94.2185, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2099, s1.loss_cls: 0.0814, s1.acc: 94.2163, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1076, s2.loss_cls: 0.0400, s2.acc: 94.1532, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0512, loss: 1.0861 2022-09-17 22:03:43,497 - mmdet - INFO - Epoch [16][3350/7330] lr: 1.000e-04, eta: 23:57:22, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1727, s0.acc: 94.0400, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2110, s1.loss_cls: 0.0831, s1.acc: 94.0859, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1073, s2.loss_cls: 0.0405, s2.acc: 94.1156, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0514, loss: 1.1093 2022-09-17 22:04:12,112 - mmdet - INFO - Epoch [16][3400/7330] lr: 1.000e-04, eta: 23:56:54, time: 0.573, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1607, s0.acc: 94.3293, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2141, s1.loss_cls: 0.0783, s1.acc: 94.3008, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1093, s2.loss_cls: 0.0391, s2.acc: 94.2128, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0524, loss: 1.0903 2022-09-17 22:04:39,859 - mmdet - INFO - Epoch [16][3450/7330] lr: 1.000e-04, eta: 23:56:24, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1591, s0.acc: 94.5852, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2094, s1.loss_cls: 0.0779, s1.acc: 94.5423, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1070, s2.loss_cls: 0.0385, s2.acc: 94.4427, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0509, loss: 1.0537 2022-09-17 22:05:07,777 - mmdet - INFO - Epoch [16][3500/7330] lr: 1.000e-04, eta: 23:55:54, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1668, s0.acc: 94.2844, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2157, s1.loss_cls: 0.0804, s1.acc: 94.3952, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1112, s2.loss_cls: 0.0390, s2.acc: 94.4130, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0532, loss: 1.1087 2022-09-17 22:05:35,935 - mmdet - INFO - Epoch [16][3550/7330] lr: 1.000e-04, eta: 23:55:25, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1783, s0.acc: 93.8938, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2281, s1.loss_cls: 0.0847, s1.acc: 94.0429, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1134, s2.loss_cls: 0.0414, s2.acc: 94.0527, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0541, loss: 1.1463 2022-09-17 22:06:04,098 - mmdet - INFO - Epoch [16][3600/7330] lr: 1.000e-04, eta: 23:54:56, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1780, s0.acc: 93.9045, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2226, s1.loss_cls: 0.0858, s1.acc: 93.9641, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1131, s2.loss_cls: 0.0420, s2.acc: 93.9437, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0539, loss: 1.1542 2022-09-17 22:06:32,548 - mmdet - INFO - Epoch [16][3650/7330] lr: 1.000e-04, eta: 23:54:27, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1736, s0.acc: 93.9363, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2163, s1.loss_cls: 0.0839, s1.acc: 93.9200, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1098, s2.loss_cls: 0.0412, s2.acc: 93.8455, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.1209 2022-09-17 22:07:00,375 - mmdet - INFO - Epoch [16][3700/7330] lr: 1.000e-04, eta: 23:53:57, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1765, s0.acc: 93.9895, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2162, s1.loss_cls: 0.0857, s1.acc: 93.9717, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1107, s2.loss_cls: 0.0421, s2.acc: 93.9036, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0532, loss: 1.1392 2022-09-17 22:07:28,251 - mmdet - INFO - Epoch [16][3750/7330] lr: 1.000e-04, eta: 23:53:27, time: 0.557, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1638, s0.acc: 94.4111, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2161, s1.loss_cls: 0.0790, s1.acc: 94.4786, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1100, s2.loss_cls: 0.0385, s2.acc: 94.4347, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0524, loss: 1.0795 2022-09-17 22:07:57,137 - mmdet - INFO - Epoch [16][3800/7330] lr: 1.000e-04, eta: 23:52:59, time: 0.579, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1766, s0.acc: 94.0327, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2182, s1.loss_cls: 0.0860, s1.acc: 94.0887, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1109, s2.loss_cls: 0.0424, s2.acc: 94.0531, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0526, loss: 1.1271 2022-09-17 22:08:24,908 - mmdet - INFO - Epoch [16][3850/7330] lr: 1.000e-04, eta: 23:52:29, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1647, s0.acc: 94.3657, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2149, s1.loss_cls: 0.0792, s1.acc: 94.3603, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1092, s2.loss_cls: 0.0394, s2.acc: 94.2118, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0520, loss: 1.0893 2022-09-17 22:08:53,127 - mmdet - INFO - Epoch [16][3900/7330] lr: 1.000e-04, eta: 23:52:00, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1811, s0.acc: 93.8896, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2198, s1.loss_cls: 0.0878, s1.acc: 93.8767, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1129, s2.loss_cls: 0.0429, s2.acc: 93.8716, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0537, loss: 1.1463 2022-09-17 22:09:21,619 - mmdet - INFO - Epoch [16][3950/7330] lr: 1.000e-04, eta: 23:51:31, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1747, s0.acc: 93.9426, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2133, s1.loss_cls: 0.0839, s1.acc: 93.9334, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1102, s2.loss_cls: 0.0413, s2.acc: 93.9550, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0528, loss: 1.1259 2022-09-17 22:09:50,029 - mmdet - INFO - Epoch [16][4000/7330] lr: 1.000e-04, eta: 23:51:02, time: 0.571, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1689, s0.acc: 94.2275, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2187, s1.loss_cls: 0.0801, s1.acc: 94.3904, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1113, s2.loss_cls: 0.0391, s2.acc: 94.3258, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0531, loss: 1.1046 2022-09-17 22:10:18,024 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 22:10:18,024 - mmdet - INFO - Epoch [16][4050/7330] lr: 1.000e-04, eta: 23:50:33, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1741, s0.acc: 94.0312, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2209, s1.loss_cls: 0.0836, s1.acc: 94.1555, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1128, s2.loss_cls: 0.0414, s2.acc: 93.9385, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0538, loss: 1.1443 2022-09-17 22:10:46,224 - mmdet - INFO - Epoch [16][4100/7330] lr: 1.000e-04, eta: 23:50:04, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1647, s0.acc: 94.4172, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2169, s1.loss_cls: 0.0795, s1.acc: 94.4190, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1104, s2.loss_cls: 0.0388, s2.acc: 94.3587, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0528, loss: 1.0897 2022-09-17 22:11:14,843 - mmdet - INFO - Epoch [16][4150/7330] lr: 1.000e-04, eta: 23:49:35, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1735, s0.acc: 93.9419, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2143, s1.loss_cls: 0.0840, s1.acc: 93.9442, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1081, s2.loss_cls: 0.0411, s2.acc: 93.8413, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0518, loss: 1.1175 2022-09-17 22:11:42,888 - mmdet - INFO - Epoch [16][4200/7330] lr: 1.000e-04, eta: 23:49:06, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1663, s0.acc: 94.3733, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2194, s1.loss_cls: 0.0789, s1.acc: 94.5262, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1110, s2.loss_cls: 0.0383, s2.acc: 94.4673, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0529, loss: 1.0987 2022-09-17 22:12:10,754 - mmdet - INFO - Epoch [16][4250/7330] lr: 1.000e-04, eta: 23:48:36, time: 0.558, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1742, s0.acc: 94.1230, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2149, s1.loss_cls: 0.0839, s1.acc: 94.1320, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1103, s2.loss_cls: 0.0412, s2.acc: 94.0951, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0529, loss: 1.1261 2022-09-17 22:12:38,264 - mmdet - INFO - Epoch [16][4300/7330] lr: 1.000e-04, eta: 23:48:06, time: 0.549, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1745, s0.acc: 94.1377, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2127, s1.loss_cls: 0.0840, s1.acc: 94.1201, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1082, s2.loss_cls: 0.0419, s2.acc: 93.9991, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0520, loss: 1.1150 2022-09-17 22:13:06,133 - mmdet - INFO - Epoch [16][4350/7330] lr: 1.000e-04, eta: 23:47:36, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1746, s0.acc: 93.9946, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2149, s1.loss_cls: 0.0842, s1.acc: 94.0454, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1096, s2.loss_cls: 0.0417, s2.acc: 93.9229, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0526, loss: 1.1272 2022-09-17 22:13:33,703 - mmdet - INFO - Epoch [16][4400/7330] lr: 1.000e-04, eta: 23:47:06, time: 0.552, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1676, s0.acc: 94.2192, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2157, s1.loss_cls: 0.0812, s1.acc: 94.2393, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1100, s2.loss_cls: 0.0400, s2.acc: 94.2490, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0522, loss: 1.1041 2022-09-17 22:14:01,985 - mmdet - INFO - Epoch [16][4450/7330] lr: 1.000e-04, eta: 23:46:37, time: 0.566, data_time: 0.014, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1662, s0.acc: 94.2317, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2145, s1.loss_cls: 0.0813, s1.acc: 94.2865, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1099, s2.loss_cls: 0.0398, s2.acc: 94.1899, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0523, loss: 1.1072 2022-09-17 22:14:29,977 - mmdet - INFO - Epoch [16][4500/7330] lr: 1.000e-04, eta: 23:46:08, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1660, s0.acc: 94.3696, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2091, s1.loss_cls: 0.0806, s1.acc: 94.3956, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1070, s2.loss_cls: 0.0399, s2.acc: 94.3556, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0507, loss: 1.0863 2022-09-17 22:14:58,260 - mmdet - INFO - Epoch [16][4550/7330] lr: 1.000e-04, eta: 23:45:39, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1786, s0.acc: 93.9009, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2164, s1.loss_cls: 0.0871, s1.acc: 93.9541, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1105, s2.loss_cls: 0.0430, s2.acc: 93.9551, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0529, loss: 1.1435 2022-09-17 22:15:26,497 - mmdet - INFO - Epoch [16][4600/7330] lr: 1.000e-04, eta: 23:45:09, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1748, s0.acc: 93.8794, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2175, s1.loss_cls: 0.0837, s1.acc: 94.0045, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1113, s2.loss_cls: 0.0414, s2.acc: 93.8269, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0531, loss: 1.1313 2022-09-17 22:15:54,327 - mmdet - INFO - Epoch [16][4650/7330] lr: 1.000e-04, eta: 23:44:40, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1737, s0.acc: 94.1807, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2169, s1.loss_cls: 0.0834, s1.acc: 94.2863, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1101, s2.loss_cls: 0.0403, s2.acc: 94.2936, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0526, loss: 1.1165 2022-09-17 22:16:22,495 - mmdet - INFO - Epoch [16][4700/7330] lr: 1.000e-04, eta: 23:44:11, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1680, s0.acc: 94.2952, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2093, s1.loss_cls: 0.0807, s1.acc: 94.4141, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1065, s2.loss_cls: 0.0394, s2.acc: 94.3586, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0510, loss: 1.0771 2022-09-17 22:16:50,691 - mmdet - INFO - Epoch [16][4750/7330] lr: 1.000e-04, eta: 23:43:41, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1726, s0.acc: 94.1189, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2163, s1.loss_cls: 0.0844, s1.acc: 94.0947, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1097, s2.loss_cls: 0.0414, s2.acc: 94.0489, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0524, loss: 1.1112 2022-09-17 22:17:19,144 - mmdet - INFO - Epoch [16][4800/7330] lr: 1.000e-04, eta: 23:43:12, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1648, s0.acc: 94.3269, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2091, s1.loss_cls: 0.0797, s1.acc: 94.2943, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1065, s2.loss_cls: 0.0393, s2.acc: 94.2017, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0507, loss: 1.0868 2022-09-17 22:17:47,572 - mmdet - INFO - Epoch [16][4850/7330] lr: 1.000e-04, eta: 23:42:44, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1772, s0.acc: 93.9216, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2167, s1.loss_cls: 0.0865, s1.acc: 93.9538, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1099, s2.loss_cls: 0.0432, s2.acc: 93.7850, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0520, loss: 1.1477 2022-09-17 22:18:15,275 - mmdet - INFO - Epoch [16][4900/7330] lr: 1.000e-04, eta: 23:42:14, time: 0.554, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1769, s0.acc: 94.0623, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2166, s1.loss_cls: 0.0844, s1.acc: 94.1500, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1105, s2.loss_cls: 0.0412, s2.acc: 94.1191, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0531, loss: 1.1271 2022-09-17 22:18:42,943 - mmdet - INFO - Epoch [16][4950/7330] lr: 1.000e-04, eta: 23:41:44, time: 0.553, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1642, s0.acc: 94.3772, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2109, s1.loss_cls: 0.0797, s1.acc: 94.4219, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1073, s2.loss_cls: 0.0394, s2.acc: 94.3103, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0511, loss: 1.0796 2022-09-17 22:19:11,022 - mmdet - INFO - Epoch [16][5000/7330] lr: 1.000e-04, eta: 23:41:14, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1751, s0.acc: 93.9561, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2121, s1.loss_cls: 0.0846, s1.acc: 94.0062, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1081, s2.loss_cls: 0.0426, s2.acc: 93.8421, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0516, loss: 1.1169 2022-09-17 22:19:39,521 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 22:19:39,522 - mmdet - INFO - Epoch [16][5050/7330] lr: 1.000e-04, eta: 23:40:46, time: 0.570, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1772, s0.acc: 93.8796, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2217, s1.loss_cls: 0.0870, s1.acc: 93.8828, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1123, s2.loss_cls: 0.0427, s2.acc: 93.7378, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0538, loss: 1.1522 2022-09-17 22:20:07,556 - mmdet - INFO - Epoch [16][5100/7330] lr: 1.000e-04, eta: 23:40:16, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1698, s0.acc: 94.2292, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2210, s1.loss_cls: 0.0809, s1.acc: 94.3416, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1124, s2.loss_cls: 0.0393, s2.acc: 94.4094, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0536, loss: 1.1207 2022-09-17 22:20:35,304 - mmdet - INFO - Epoch [16][5150/7330] lr: 1.000e-04, eta: 23:39:47, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1658, s0.acc: 94.3501, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2125, s1.loss_cls: 0.0805, s1.acc: 94.3507, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1090, s2.loss_cls: 0.0398, s2.acc: 94.2351, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0524, loss: 1.0908 2022-09-17 22:21:03,124 - mmdet - INFO - Epoch [16][5200/7330] lr: 1.000e-04, eta: 23:39:17, time: 0.557, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1808, s0.acc: 93.7209, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2261, s1.loss_cls: 0.0893, s1.acc: 93.6249, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1144, s2.loss_cls: 0.0443, s2.acc: 93.4974, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0545, loss: 1.1775 2022-09-17 22:21:31,002 - mmdet - INFO - Epoch [16][5250/7330] lr: 1.000e-04, eta: 23:38:47, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1748, s0.acc: 94.0417, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2208, s1.loss_cls: 0.0862, s1.acc: 94.0157, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1116, s2.loss_cls: 0.0429, s2.acc: 93.8219, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0529, loss: 1.1306 2022-09-17 22:21:59,068 - mmdet - INFO - Epoch [16][5300/7330] lr: 1.000e-04, eta: 23:38:18, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1713, s0.acc: 94.2329, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2190, s1.loss_cls: 0.0826, s1.acc: 94.3456, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1104, s2.loss_cls: 0.0408, s2.acc: 94.1830, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0529, loss: 1.1127 2022-09-17 22:22:27,181 - mmdet - INFO - Epoch [16][5350/7330] lr: 1.000e-04, eta: 23:37:49, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1670, s0.acc: 94.3940, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2246, s1.loss_cls: 0.0815, s1.acc: 94.3628, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1136, s2.loss_cls: 0.0397, s2.acc: 94.3764, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0538, loss: 1.1105 2022-09-17 22:22:55,033 - mmdet - INFO - Epoch [16][5400/7330] lr: 1.000e-04, eta: 23:37:19, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1697, s0.acc: 94.1914, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2198, s1.loss_cls: 0.0826, s1.acc: 94.1453, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1117, s2.loss_cls: 0.0409, s2.acc: 94.1041, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0534, loss: 1.1148 2022-09-17 22:23:23,720 - mmdet - INFO - Epoch [16][5450/7330] lr: 1.000e-04, eta: 23:36:50, time: 0.574, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1756, s0.acc: 94.0183, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2172, s1.loss_cls: 0.0853, s1.acc: 94.0299, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1114, s2.loss_cls: 0.0414, s2.acc: 93.9849, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0533, loss: 1.1252 2022-09-17 22:23:51,930 - mmdet - INFO - Epoch [16][5500/7330] lr: 1.000e-04, eta: 23:36:21, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1707, s0.acc: 94.1042, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2178, s1.loss_cls: 0.0831, s1.acc: 94.1778, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1119, s2.loss_cls: 0.0407, s2.acc: 94.0721, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0530, loss: 1.1294 2022-09-17 22:24:19,849 - mmdet - INFO - Epoch [16][5550/7330] lr: 1.000e-04, eta: 23:35:52, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1783, s0.acc: 93.8787, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2188, s1.loss_cls: 0.0860, s1.acc: 93.9840, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1109, s2.loss_cls: 0.0422, s2.acc: 93.8740, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0525, loss: 1.1388 2022-09-17 22:24:47,820 - mmdet - INFO - Epoch [16][5600/7330] lr: 1.000e-04, eta: 23:35:22, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1777, s0.acc: 93.8584, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2181, s1.loss_cls: 0.0867, s1.acc: 93.7937, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1107, s2.loss_cls: 0.0428, s2.acc: 93.7749, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0525, loss: 1.1371 2022-09-17 22:25:15,808 - mmdet - INFO - Epoch [16][5650/7330] lr: 1.000e-04, eta: 23:34:53, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1656, s0.acc: 94.4351, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2097, s1.loss_cls: 0.0809, s1.acc: 94.4231, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1078, s2.loss_cls: 0.0397, s2.acc: 94.3280, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0514, loss: 1.0762 2022-09-17 22:25:44,053 - mmdet - INFO - Epoch [16][5700/7330] lr: 1.000e-04, eta: 23:34:24, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1699, s0.acc: 94.1221, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2160, s1.loss_cls: 0.0826, s1.acc: 94.0880, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1105, s2.loss_cls: 0.0412, s2.acc: 94.0363, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0528, loss: 1.1139 2022-09-17 22:26:12,575 - mmdet - INFO - Epoch [16][5750/7330] lr: 1.000e-04, eta: 23:33:55, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1712, s0.acc: 94.1814, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2231, s1.loss_cls: 0.0828, s1.acc: 94.2343, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1134, s2.loss_cls: 0.0409, s2.acc: 94.1624, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.1174 2022-09-17 22:26:40,904 - mmdet - INFO - Epoch [16][5800/7330] lr: 1.000e-04, eta: 23:33:26, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1744, s0.acc: 93.9761, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2142, s1.loss_cls: 0.0852, s1.acc: 93.9363, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1096, s2.loss_cls: 0.0417, s2.acc: 93.8415, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0520, loss: 1.1264 2022-09-17 22:27:08,559 - mmdet - INFO - Epoch [16][5850/7330] lr: 1.000e-04, eta: 23:32:56, time: 0.554, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1823, s0.acc: 93.7546, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2238, s1.loss_cls: 0.0886, s1.acc: 93.7894, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1130, s2.loss_cls: 0.0436, s2.acc: 93.7148, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0540, loss: 1.1643 2022-09-17 22:27:35,995 - mmdet - INFO - Epoch [16][5900/7330] lr: 1.000e-04, eta: 23:32:26, time: 0.548, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1807, s0.acc: 93.8015, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2237, s1.loss_cls: 0.0876, s1.acc: 93.8381, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1132, s2.loss_cls: 0.0433, s2.acc: 93.7278, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0542, loss: 1.1664 2022-09-17 22:28:04,085 - mmdet - INFO - Epoch [16][5950/7330] lr: 1.000e-04, eta: 23:31:57, time: 0.562, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1788, s0.acc: 94.0322, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2170, s1.loss_cls: 0.0865, s1.acc: 94.1068, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1101, s2.loss_cls: 0.0420, s2.acc: 94.0462, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0526, loss: 1.1262 2022-09-17 22:28:32,609 - mmdet - INFO - Epoch [16][6000/7330] lr: 1.000e-04, eta: 23:31:28, time: 0.570, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1828, s0.acc: 93.8464, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2165, s1.loss_cls: 0.0883, s1.acc: 93.9125, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1101, s2.loss_cls: 0.0436, s2.acc: 93.8445, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0526, loss: 1.1560 2022-09-17 22:29:00,432 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 22:29:00,434 - mmdet - INFO - Epoch [16][6050/7330] lr: 1.000e-04, eta: 23:30:58, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1784, s0.acc: 93.9316, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2154, s1.loss_cls: 0.0851, s1.acc: 93.9603, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1095, s2.loss_cls: 0.0418, s2.acc: 93.9501, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0523, loss: 1.1328 2022-09-17 22:29:28,331 - mmdet - INFO - Epoch [16][6100/7330] lr: 1.000e-04, eta: 23:30:29, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1774, s0.acc: 93.8787, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2272, s1.loss_cls: 0.0864, s1.acc: 93.9286, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1161, s2.loss_cls: 0.0427, s2.acc: 93.8675, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0555, loss: 1.1540 2022-09-17 22:29:56,198 - mmdet - INFO - Epoch [16][6150/7330] lr: 1.000e-04, eta: 23:29:59, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1679, s0.acc: 94.1543, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2171, s1.loss_cls: 0.0821, s1.acc: 94.1925, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1102, s2.loss_cls: 0.0416, s2.acc: 93.8922, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0528, loss: 1.1119 2022-09-17 22:30:24,621 - mmdet - INFO - Epoch [16][6200/7330] lr: 1.000e-04, eta: 23:29:30, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1666, s0.acc: 94.3816, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2113, s1.loss_cls: 0.0796, s1.acc: 94.4623, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1090, s2.loss_cls: 0.0394, s2.acc: 94.3531, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0524, loss: 1.0906 2022-09-17 22:30:53,504 - mmdet - INFO - Epoch [16][6250/7330] lr: 1.000e-04, eta: 23:29:02, time: 0.577, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1856, s0.acc: 93.6865, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2189, s1.loss_cls: 0.0896, s1.acc: 93.6949, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1119, s2.loss_cls: 0.0441, s2.acc: 93.4756, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0535, loss: 1.1662 2022-09-17 22:31:21,436 - mmdet - INFO - Epoch [16][6300/7330] lr: 1.000e-04, eta: 23:28:32, time: 0.560, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1685, s0.acc: 94.2673, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2180, s1.loss_cls: 0.0813, s1.acc: 94.3615, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1111, s2.loss_cls: 0.0402, s2.acc: 94.2407, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0528, loss: 1.1087 2022-09-17 22:31:49,398 - mmdet - INFO - Epoch [16][6350/7330] lr: 1.000e-04, eta: 23:28:03, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1777, s0.acc: 93.8738, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2218, s1.loss_cls: 0.0861, s1.acc: 93.8721, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1140, s2.loss_cls: 0.0427, s2.acc: 93.7489, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0542, loss: 1.1495 2022-09-17 22:32:17,191 - mmdet - INFO - Epoch [16][6400/7330] lr: 1.000e-04, eta: 23:27:33, time: 0.556, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1779, s0.acc: 93.9543, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2184, s1.loss_cls: 0.0846, s1.acc: 94.0934, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1111, s2.loss_cls: 0.0413, s2.acc: 94.0153, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0529, loss: 1.1389 2022-09-17 22:32:45,517 - mmdet - INFO - Epoch [16][6450/7330] lr: 1.000e-04, eta: 23:27:04, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1739, s0.acc: 94.0642, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2158, s1.loss_cls: 0.0831, s1.acc: 94.1568, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1087, s2.loss_cls: 0.0412, s2.acc: 94.0218, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0518, loss: 1.1190 2022-09-17 22:33:13,904 - mmdet - INFO - Epoch [16][6500/7330] lr: 1.000e-04, eta: 23:26:35, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1769, s0.acc: 93.9370, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2182, s1.loss_cls: 0.0839, s1.acc: 94.1681, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1100, s2.loss_cls: 0.0412, s2.acc: 94.1171, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0525, loss: 1.1317 2022-09-17 22:33:41,680 - mmdet - INFO - Epoch [16][6550/7330] lr: 1.000e-04, eta: 23:26:06, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1741, s0.acc: 94.0564, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2146, s1.loss_cls: 0.0854, s1.acc: 94.0173, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1092, s2.loss_cls: 0.0424, s2.acc: 93.8496, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0522, loss: 1.1141 2022-09-17 22:34:10,303 - mmdet - INFO - Epoch [16][6600/7330] lr: 1.000e-04, eta: 23:25:37, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1719, s0.acc: 94.1438, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2136, s1.loss_cls: 0.0828, s1.acc: 94.2343, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1102, s2.loss_cls: 0.0403, s2.acc: 94.1503, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0527, loss: 1.1216 2022-09-17 22:34:38,536 - mmdet - INFO - Epoch [16][6650/7330] lr: 1.000e-04, eta: 23:25:08, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1685, s0.acc: 94.1995, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2145, s1.loss_cls: 0.0812, s1.acc: 94.2472, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1093, s2.loss_cls: 0.0400, s2.acc: 94.1883, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0520, loss: 1.1018 2022-09-17 22:35:06,597 - mmdet - INFO - Epoch [16][6700/7330] lr: 1.000e-04, eta: 23:24:39, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1622, s0.acc: 94.3145, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2108, s1.loss_cls: 0.0789, s1.acc: 94.3854, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1080, s2.loss_cls: 0.0389, s2.acc: 94.3048, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0511, loss: 1.0861 2022-09-17 22:35:34,370 - mmdet - INFO - Epoch [16][6750/7330] lr: 1.000e-04, eta: 23:24:09, time: 0.555, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1777, s0.acc: 93.9768, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2161, s1.loss_cls: 0.0855, s1.acc: 93.9731, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1095, s2.loss_cls: 0.0421, s2.acc: 93.8956, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0523, loss: 1.1246 2022-09-17 22:36:02,099 - mmdet - INFO - Epoch [16][6800/7330] lr: 1.000e-04, eta: 23:23:39, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1719, s0.acc: 94.1494, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2187, s1.loss_cls: 0.0835, s1.acc: 94.2116, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1103, s2.loss_cls: 0.0409, s2.acc: 94.1479, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0526, loss: 1.1115 2022-09-17 22:36:29,769 - mmdet - INFO - Epoch [16][6850/7330] lr: 1.000e-04, eta: 23:23:09, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1739, s0.acc: 94.0791, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2172, s1.loss_cls: 0.0840, s1.acc: 94.1102, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1098, s2.loss_cls: 0.0412, s2.acc: 94.0727, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0526, loss: 1.1086 2022-09-17 22:36:57,746 - mmdet - INFO - Epoch [16][6900/7330] lr: 1.000e-04, eta: 23:22:40, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1687, s0.acc: 94.1738, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2080, s1.loss_cls: 0.0825, s1.acc: 94.1833, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1066, s2.loss_cls: 0.0409, s2.acc: 94.0599, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0510, loss: 1.0876 2022-09-17 22:37:25,899 - mmdet - INFO - Epoch [16][6950/7330] lr: 1.000e-04, eta: 23:22:11, time: 0.563, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1754, s0.acc: 93.8328, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2173, s1.loss_cls: 0.0853, s1.acc: 93.8660, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1108, s2.loss_cls: 0.0415, s2.acc: 93.7915, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0532, loss: 1.1391 2022-09-17 22:37:53,959 - mmdet - INFO - Epoch [16][7000/7330] lr: 1.000e-04, eta: 23:21:41, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1640, s0.acc: 94.3862, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2165, s1.loss_cls: 0.0786, s1.acc: 94.4401, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1093, s2.loss_cls: 0.0390, s2.acc: 94.3294, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0526, loss: 1.0770 2022-09-17 22:38:22,064 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 22:38:22,066 - mmdet - INFO - Epoch [16][7050/7330] lr: 1.000e-04, eta: 23:21:12, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1600, s0.acc: 94.5803, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2145, s1.loss_cls: 0.0771, s1.acc: 94.7192, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1090, s2.loss_cls: 0.0377, s2.acc: 94.6580, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0518, loss: 1.0709 2022-09-17 22:38:50,000 - mmdet - INFO - Epoch [16][7100/7330] lr: 1.000e-04, eta: 23:20:43, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1653, s0.acc: 94.2939, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2183, s1.loss_cls: 0.0804, s1.acc: 94.2697, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1117, s2.loss_cls: 0.0395, s2.acc: 94.1656, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0532, loss: 1.0997 2022-09-17 22:39:18,262 - mmdet - INFO - Epoch [16][7150/7330] lr: 1.000e-04, eta: 23:20:14, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1755, s0.acc: 93.9331, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2232, s1.loss_cls: 0.0845, s1.acc: 94.0346, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1136, s2.loss_cls: 0.0413, s2.acc: 94.0262, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0539, loss: 1.1569 2022-09-17 22:39:46,513 - mmdet - INFO - Epoch [16][7200/7330] lr: 1.000e-04, eta: 23:19:45, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1669, s0.acc: 94.3042, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2130, s1.loss_cls: 0.0814, s1.acc: 94.2524, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1082, s2.loss_cls: 0.0399, s2.acc: 94.1976, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0521, loss: 1.0909 2022-09-17 22:40:14,540 - mmdet - INFO - Epoch [16][7250/7330] lr: 1.000e-04, eta: 23:19:15, time: 0.560, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1830, s0.acc: 93.8940, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2221, s1.loss_cls: 0.0877, s1.acc: 93.9410, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1110, s2.loss_cls: 0.0429, s2.acc: 93.9142, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0529, loss: 1.1493 2022-09-17 22:40:42,643 - mmdet - INFO - Epoch [16][7300/7330] lr: 1.000e-04, eta: 23:18:46, time: 0.563, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1670, s0.acc: 94.2737, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2165, s1.loss_cls: 0.0811, s1.acc: 94.2338, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1092, s2.loss_cls: 0.0398, s2.acc: 94.2814, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0519, loss: 1.1008 2022-09-17 22:41:08,552 - mmdet - INFO - Saving checkpoint at 16 epochs 2022-09-17 22:43:00,271 - mmdet - INFO - Evaluating bbox... 2022-09-17 22:43:27,498 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.472 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 ] = 0.305 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 ] = 0.619 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 ] = 0.648 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.763 2022-09-17 22:43:27,498 - mmdet - INFO - Evaluating segm... 2022-09-17 22:44:00,093 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.409 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.633 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.440 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.218 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 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.535 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.535 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.535 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.353 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.575 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.694 2022-09-17 22:44:00,542 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 22:44:00,543 - mmdet - INFO - Epoch(val) [16][313] bbox_mAP: 0.4720, bbox_mAP_50: 0.6580, bbox_mAP_75: 0.5140, bbox_mAP_s: 0.3050, bbox_mAP_m: 0.5000, bbox_mAP_l: 0.6190, bbox_mAP_copypaste: 0.472 0.658 0.514 0.305 0.500 0.619, segm_mAP: 0.4090, segm_mAP_50: 0.6330, segm_mAP_75: 0.4400, segm_mAP_s: 0.2180, segm_mAP_m: 0.4370, segm_mAP_l: 0.5940, segm_mAP_copypaste: 0.409 0.633 0.440 0.218 0.437 0.594 2022-09-17 22:46:08,299 - mmdet - INFO - Epoch [17][50/7330] lr: 1.000e-04, eta: 23:19:42, time: 2.555, data_time: 1.980, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1582, s0.acc: 94.3896, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2135, s1.loss_cls: 0.0765, s1.acc: 94.4320, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1096, s2.loss_cls: 0.0379, s2.acc: 94.2375, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0528, loss: 1.0859 2022-09-17 22:46:36,787 - mmdet - INFO - Epoch [17][100/7330] lr: 1.000e-04, eta: 23:19:14, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1658, s0.acc: 94.2361, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2206, s1.loss_cls: 0.0803, s1.acc: 94.2033, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1131, s2.loss_cls: 0.0404, s2.acc: 94.0691, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0538, loss: 1.1238 2022-09-17 22:47:05,332 - mmdet - INFO - Epoch [17][150/7330] lr: 1.000e-04, eta: 23:18:45, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1528, s0.acc: 94.7019, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2068, s1.loss_cls: 0.0726, s1.acc: 94.8134, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1055, s2.loss_cls: 0.0368, s2.acc: 94.6599, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0508, loss: 1.0454 2022-09-17 22:47:33,719 - mmdet - INFO - Epoch [17][200/7330] lr: 1.000e-04, eta: 23:18:16, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1653, s0.acc: 94.3784, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2106, s1.loss_cls: 0.0799, s1.acc: 94.3758, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1079, s2.loss_cls: 0.0390, s2.acc: 94.3272, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0516, loss: 1.0850 2022-09-17 22:48:01,862 - mmdet - INFO - Epoch [17][250/7330] lr: 1.000e-04, eta: 23:17:46, time: 0.562, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1739, s0.acc: 93.9739, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2166, s1.loss_cls: 0.0834, s1.acc: 94.1599, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1098, s2.loss_cls: 0.0410, s2.acc: 94.0510, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0519, loss: 1.1290 2022-09-17 22:48:30,205 - mmdet - INFO - Epoch [17][300/7330] lr: 1.000e-04, eta: 23:17:18, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1612, s0.acc: 94.5081, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2101, s1.loss_cls: 0.0782, s1.acc: 94.5578, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1087, s2.loss_cls: 0.0386, s2.acc: 94.3997, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0521, loss: 1.0765 2022-09-17 22:48:59,393 - mmdet - INFO - Epoch [17][350/7330] lr: 1.000e-04, eta: 23:16:50, time: 0.584, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1695, s0.acc: 94.0420, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2147, s1.loss_cls: 0.0818, s1.acc: 94.1835, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1091, s2.loss_cls: 0.0407, s2.acc: 93.9909, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0520, loss: 1.1297 2022-09-17 22:49:27,966 - mmdet - INFO - Epoch [17][400/7330] lr: 1.000e-04, eta: 23:16:21, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1695, s0.acc: 94.1936, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2153, s1.loss_cls: 0.0809, s1.acc: 94.2635, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1084, s2.loss_cls: 0.0402, s2.acc: 94.1660, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0516, loss: 1.0998 2022-09-17 22:49:56,703 - mmdet - INFO - Epoch [17][450/7330] lr: 1.000e-04, eta: 23:15:52, time: 0.575, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1792, s0.acc: 93.7615, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2240, s1.loss_cls: 0.0861, s1.acc: 93.9172, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1134, s2.loss_cls: 0.0428, s2.acc: 93.7246, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0542, loss: 1.1617 2022-09-17 22:50:24,803 - mmdet - INFO - Epoch [17][500/7330] lr: 1.000e-04, eta: 23:15:23, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1675, s0.acc: 94.1831, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2129, s1.loss_cls: 0.0799, s1.acc: 94.2731, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1096, s2.loss_cls: 0.0396, s2.acc: 94.2342, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0524, loss: 1.1100 2022-09-17 22:50:53,551 - mmdet - INFO - Epoch [17][550/7330] lr: 1.000e-04, eta: 23:14:54, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1659, s0.acc: 94.3237, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2153, s1.loss_cls: 0.0792, s1.acc: 94.3398, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1093, s2.loss_cls: 0.0389, s2.acc: 94.2442, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0522, loss: 1.0948 2022-09-17 22:51:21,849 - mmdet - INFO - Epoch [17][600/7330] lr: 1.000e-04, eta: 23:14:25, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1667, s0.acc: 94.1958, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2115, s1.loss_cls: 0.0811, s1.acc: 94.2456, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1074, s2.loss_cls: 0.0406, s2.acc: 94.0773, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0511, loss: 1.0989 2022-09-17 22:51:49,906 - mmdet - INFO - Epoch [17][650/7330] lr: 1.000e-04, eta: 23:13:56, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1705, s0.acc: 94.0867, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2171, s1.loss_cls: 0.0819, s1.acc: 94.1560, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1114, s2.loss_cls: 0.0407, s2.acc: 93.9590, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0535, loss: 1.1274 2022-09-17 22:52:18,112 - mmdet - INFO - Epoch [17][700/7330] lr: 1.000e-04, eta: 23:13:27, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1664, s0.acc: 94.2175, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2127, s1.loss_cls: 0.0804, s1.acc: 94.2717, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1086, s2.loss_cls: 0.0400, s2.acc: 94.2056, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0516, loss: 1.0935 2022-09-17 22:52:46,446 - mmdet - INFO - Epoch [17][750/7330] lr: 1.000e-04, eta: 23:12:58, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1689, s0.acc: 94.2217, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2170, s1.loss_cls: 0.0808, s1.acc: 94.3765, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1108, s2.loss_cls: 0.0398, s2.acc: 94.3174, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0534, loss: 1.1208 2022-09-17 22:53:14,741 - mmdet - INFO - Epoch [17][800/7330] lr: 1.000e-04, eta: 23:12:29, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1651, s0.acc: 94.2454, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2092, s1.loss_cls: 0.0796, s1.acc: 94.3329, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1071, s2.loss_cls: 0.0399, s2.acc: 94.0827, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0514, loss: 1.0898 2022-09-17 22:53:42,787 - mmdet - INFO - Epoch [17][850/7330] lr: 1.000e-04, eta: 23:11:59, time: 0.561, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1603, s0.acc: 94.5520, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2083, s1.loss_cls: 0.0780, s1.acc: 94.5314, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1072, s2.loss_cls: 0.0391, s2.acc: 94.3185, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0512, loss: 1.0604 2022-09-17 22:54:10,736 - mmdet - INFO - Epoch [17][900/7330] lr: 1.000e-04, eta: 23:11:30, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1706, s0.acc: 94.1460, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2184, s1.loss_cls: 0.0831, s1.acc: 94.2243, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1110, s2.loss_cls: 0.0408, s2.acc: 94.1637, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0530, loss: 1.1174 2022-09-17 22:54:39,039 - mmdet - INFO - Epoch [17][950/7330] lr: 1.000e-04, eta: 23:11:01, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1719, s0.acc: 94.1409, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2109, s1.loss_cls: 0.0832, s1.acc: 94.1361, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1080, s2.loss_cls: 0.0410, s2.acc: 94.0699, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0516, loss: 1.1081 2022-09-17 22:55:07,400 - mmdet - INFO - Epoch [17][1000/7330] lr: 1.000e-04, eta: 23:10:32, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1602, s0.acc: 94.4661, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2087, s1.loss_cls: 0.0772, s1.acc: 94.5556, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1080, s2.loss_cls: 0.0383, s2.acc: 94.4662, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0522, loss: 1.0769 2022-09-17 22:55:35,394 - mmdet - INFO - Epoch [17][1050/7330] lr: 1.000e-04, eta: 23:10:02, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1720, s0.acc: 94.0999, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2184, s1.loss_cls: 0.0835, s1.acc: 94.1239, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1109, s2.loss_cls: 0.0417, s2.acc: 94.0372, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0524, loss: 1.1305 2022-09-17 22:56:04,184 - mmdet - INFO - Epoch [17][1100/7330] lr: 1.000e-04, eta: 23:09:34, time: 0.576, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1640, s0.acc: 94.2644, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2173, s1.loss_cls: 0.0800, s1.acc: 94.2022, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1099, s2.loss_cls: 0.0392, s2.acc: 94.2388, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0518, loss: 1.1054 2022-09-17 22:56:32,618 - mmdet - INFO - Epoch [17][1150/7330] lr: 1.000e-04, eta: 23:09:05, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1678, s0.acc: 94.1541, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2163, s1.loss_cls: 0.0803, s1.acc: 94.2762, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1112, s2.loss_cls: 0.0399, s2.acc: 94.1415, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0534, loss: 1.1131 2022-09-17 22:57:00,701 - mmdet - INFO - Epoch [17][1200/7330] lr: 1.000e-04, eta: 23:08:35, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1756, s0.acc: 94.0286, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2170, s1.loss_cls: 0.0849, s1.acc: 94.1043, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1096, s2.loss_cls: 0.0417, s2.acc: 94.0148, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0524, loss: 1.1233 2022-09-17 22:57:28,761 - mmdet - INFO - Epoch [17][1250/7330] lr: 1.000e-04, eta: 23:08:06, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1658, s0.acc: 94.2441, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2097, s1.loss_cls: 0.0815, s1.acc: 94.2500, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1070, s2.loss_cls: 0.0402, s2.acc: 94.0679, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0511, loss: 1.0980 2022-09-17 22:57:56,929 - mmdet - INFO - Epoch [17][1300/7330] lr: 1.000e-04, eta: 23:07:37, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1643, s0.acc: 94.2749, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2141, s1.loss_cls: 0.0789, s1.acc: 94.3457, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1093, s2.loss_cls: 0.0387, s2.acc: 94.2996, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0523, loss: 1.0955 2022-09-17 22:58:24,988 - mmdet - INFO - Epoch [17][1350/7330] lr: 1.000e-04, eta: 23:07:07, time: 0.560, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1761, s0.acc: 93.9729, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2217, s1.loss_cls: 0.0851, s1.acc: 94.0262, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1121, s2.loss_cls: 0.0419, s2.acc: 93.9649, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0538, loss: 1.1523 2022-09-17 22:58:53,139 - mmdet - INFO - Epoch [17][1400/7330] lr: 1.000e-04, eta: 23:06:38, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1717, s0.acc: 94.0681, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2148, s1.loss_cls: 0.0829, s1.acc: 94.1276, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1089, s2.loss_cls: 0.0413, s2.acc: 94.0104, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0515, loss: 1.1171 2022-09-17 22:59:22,049 - mmdet - INFO - Epoch [17][1450/7330] lr: 1.000e-04, eta: 23:06:10, time: 0.578, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1653, s0.acc: 94.2913, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2103, s1.loss_cls: 0.0796, s1.acc: 94.3658, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1074, s2.loss_cls: 0.0394, s2.acc: 94.2629, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0512, loss: 1.0804 2022-09-17 22:59:49,916 - mmdet - INFO - Epoch [17][1500/7330] lr: 1.000e-04, eta: 23:05:40, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1690, s0.acc: 94.1775, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2145, s1.loss_cls: 0.0813, s1.acc: 94.2277, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1095, s2.loss_cls: 0.0400, s2.acc: 94.1956, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0525, loss: 1.1060 2022-09-17 23:00:18,497 - mmdet - INFO - Epoch [17][1550/7330] lr: 1.000e-04, eta: 23:05:11, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1699, s0.acc: 94.1350, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2199, s1.loss_cls: 0.0822, s1.acc: 94.1626, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1112, s2.loss_cls: 0.0410, s2.acc: 94.0342, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0533, loss: 1.1204 2022-09-17 23:00:47,131 - mmdet - INFO - Epoch [17][1600/7330] lr: 1.000e-04, eta: 23:04:43, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1739, s0.acc: 93.9836, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2144, s1.loss_cls: 0.0839, s1.acc: 93.9836, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1097, s2.loss_cls: 0.0415, s2.acc: 93.8864, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0525, loss: 1.1312 2022-09-17 23:01:15,320 - mmdet - INFO - Epoch [17][1650/7330] lr: 1.000e-04, eta: 23:04:14, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1779, s0.acc: 93.9207, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2158, s1.loss_cls: 0.0856, s1.acc: 94.0373, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1104, s2.loss_cls: 0.0419, s2.acc: 93.9416, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0532, loss: 1.1427 2022-09-17 23:01:43,716 - mmdet - INFO - Epoch [17][1700/7330] lr: 1.000e-04, eta: 23:03:44, time: 0.567, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1705, s0.acc: 94.1096, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2160, s1.loss_cls: 0.0829, s1.acc: 94.0980, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1107, s2.loss_cls: 0.0412, s2.acc: 94.0470, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0530, loss: 1.1135 2022-09-17 23:02:11,412 - mmdet - INFO - Epoch [17][1750/7330] lr: 1.000e-04, eta: 23:03:15, time: 0.555, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1574, s0.acc: 94.5601, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2101, s1.loss_cls: 0.0759, s1.acc: 94.6152, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1071, s2.loss_cls: 0.0376, s2.acc: 94.5465, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0517, loss: 1.0578 2022-09-17 23:02:39,939 - mmdet - INFO - Epoch [17][1800/7330] lr: 1.000e-04, eta: 23:02:46, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1771, s0.acc: 93.8938, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2213, s1.loss_cls: 0.0852, s1.acc: 93.9539, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1131, s2.loss_cls: 0.0421, s2.acc: 93.8387, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0536, loss: 1.1553 2022-09-17 23:03:08,569 - mmdet - INFO - Epoch [17][1850/7330] lr: 1.000e-04, eta: 23:02:17, time: 0.574, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1686, s0.acc: 94.1357, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2151, s1.loss_cls: 0.0820, s1.acc: 94.2008, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1107, s2.loss_cls: 0.0405, s2.acc: 94.0701, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0526, loss: 1.1126 2022-09-17 23:03:36,805 - mmdet - INFO - Epoch [17][1900/7330] lr: 1.000e-04, eta: 23:01:48, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1714, s0.acc: 94.0952, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2208, s1.loss_cls: 0.0837, s1.acc: 94.0040, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1098, s2.loss_cls: 0.0408, s2.acc: 93.9865, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0524, loss: 1.1198 2022-09-17 23:04:05,104 - mmdet - INFO - Epoch [17][1950/7330] lr: 1.000e-04, eta: 23:01:19, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1766, s0.acc: 94.0010, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2199, s1.loss_cls: 0.0855, s1.acc: 94.0385, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1113, s2.loss_cls: 0.0416, s2.acc: 94.0484, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0533, loss: 1.1287 2022-09-17 23:04:33,420 - mmdet - INFO - Epoch [17][2000/7330] lr: 1.000e-04, eta: 23:00:50, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1742, s0.acc: 94.1082, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2235, s1.loss_cls: 0.0843, s1.acc: 94.1773, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1143, s2.loss_cls: 0.0418, s2.acc: 94.0161, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0543, loss: 1.1280 2022-09-17 23:05:02,189 - mmdet - INFO - Epoch [17][2050/7330] lr: 1.000e-04, eta: 23:00:21, time: 0.576, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1747, s0.acc: 94.0352, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2188, s1.loss_cls: 0.0830, s1.acc: 94.1443, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1111, s2.loss_cls: 0.0414, s2.acc: 94.0162, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0529, loss: 1.1360 2022-09-17 23:05:29,964 - mmdet - INFO - Epoch [17][2100/7330] lr: 1.000e-04, eta: 22:59:52, time: 0.555, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1728, s0.acc: 94.0654, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2173, s1.loss_cls: 0.0838, s1.acc: 94.1458, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1105, s2.loss_cls: 0.0415, s2.acc: 93.9055, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0531, loss: 1.1245 2022-09-17 23:05:58,365 - mmdet - INFO - Epoch [17][2150/7330] lr: 1.000e-04, eta: 22:59:23, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1712, s0.acc: 94.2595, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2131, s1.loss_cls: 0.0827, s1.acc: 94.3671, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1084, s2.loss_cls: 0.0409, s2.acc: 94.1653, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0515, loss: 1.0983 2022-09-17 23:06:26,422 - mmdet - INFO - Epoch [17][2200/7330] lr: 1.000e-04, eta: 22:58:53, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1729, s0.acc: 93.9983, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2173, s1.loss_cls: 0.0837, s1.acc: 94.0496, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1101, s2.loss_cls: 0.0413, s2.acc: 93.8946, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0524, loss: 1.1298 2022-09-17 23:06:55,235 - mmdet - INFO - Epoch [17][2250/7330] lr: 1.000e-04, eta: 22:58:25, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1658, s0.acc: 94.1851, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2133, s1.loss_cls: 0.0812, s1.acc: 94.1108, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1078, s2.loss_cls: 0.0403, s2.acc: 93.9655, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0515, loss: 1.0931 2022-09-17 23:07:23,700 - mmdet - INFO - Epoch [17][2300/7330] lr: 1.000e-04, eta: 22:57:56, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1722, s0.acc: 94.0630, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2130, s1.loss_cls: 0.0834, s1.acc: 94.1044, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1083, s2.loss_cls: 0.0413, s2.acc: 93.8695, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0518, loss: 1.1263 2022-09-17 23:07:52,640 - mmdet - INFO - Epoch [17][2350/7330] lr: 1.000e-04, eta: 22:57:28, time: 0.578, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1741, s0.acc: 93.9302, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2174, s1.loss_cls: 0.0835, s1.acc: 93.9243, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1095, s2.loss_cls: 0.0408, s2.acc: 93.9599, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0524, loss: 1.1410 2022-09-17 23:08:21,222 - mmdet - INFO - Epoch [17][2400/7330] lr: 1.000e-04, eta: 22:56:59, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1688, s0.acc: 94.3184, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2150, s1.loss_cls: 0.0812, s1.acc: 94.4291, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1084, s2.loss_cls: 0.0394, s2.acc: 94.4157, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0513, loss: 1.0902 2022-09-17 23:08:49,309 - mmdet - INFO - Epoch [17][2450/7330] lr: 1.000e-04, eta: 22:56:30, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1671, s0.acc: 94.2036, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2054, s1.loss_cls: 0.0802, s1.acc: 94.2743, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1054, s2.loss_cls: 0.0397, s2.acc: 94.1594, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0505, loss: 1.0877 2022-09-17 23:09:17,624 - mmdet - INFO - Epoch [17][2500/7330] lr: 1.000e-04, eta: 22:56:01, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1689, s0.acc: 94.2700, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2098, s1.loss_cls: 0.0811, s1.acc: 94.3321, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1064, s2.loss_cls: 0.0398, s2.acc: 94.2198, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0511, loss: 1.0909 2022-09-17 23:09:46,037 - mmdet - INFO - Epoch [17][2550/7330] lr: 1.000e-04, eta: 22:55:32, time: 0.568, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1649, s0.acc: 94.2502, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2188, s1.loss_cls: 0.0796, s1.acc: 94.3430, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1110, s2.loss_cls: 0.0397, s2.acc: 94.1576, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0530, loss: 1.1053 2022-09-17 23:10:14,504 - mmdet - INFO - Epoch [17][2600/7330] lr: 1.000e-04, eta: 22:55:03, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1665, s0.acc: 94.2375, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2213, s1.loss_cls: 0.0803, s1.acc: 94.3110, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1124, s2.loss_cls: 0.0395, s2.acc: 94.2606, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0539, loss: 1.1052 2022-09-17 23:10:43,803 - mmdet - INFO - Epoch [17][2650/7330] lr: 1.000e-04, eta: 22:54:35, time: 0.586, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1709, s0.acc: 94.1484, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2210, s1.loss_cls: 0.0820, s1.acc: 94.2428, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1119, s2.loss_cls: 0.0400, s2.acc: 94.1284, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0535, loss: 1.1278 2022-09-17 23:11:11,466 - mmdet - INFO - Epoch [17][2700/7330] lr: 1.000e-04, eta: 22:54:05, time: 0.553, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1720, s0.acc: 94.1956, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2223, s1.loss_cls: 0.0841, s1.acc: 94.1682, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1123, s2.loss_cls: 0.0405, s2.acc: 94.2719, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0540, loss: 1.1190 2022-09-17 23:11:40,100 - mmdet - INFO - Epoch [17][2750/7330] lr: 1.000e-04, eta: 22:53:37, time: 0.573, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1735, s0.acc: 94.0327, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2267, s1.loss_cls: 0.0837, s1.acc: 94.0630, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1141, s2.loss_cls: 0.0406, s2.acc: 94.0758, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0543, loss: 1.1385 2022-09-17 23:12:08,057 - mmdet - INFO - Epoch [17][2800/7330] lr: 1.000e-04, eta: 22:53:07, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1700, s0.acc: 94.1851, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2164, s1.loss_cls: 0.0824, s1.acc: 94.2909, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1098, s2.loss_cls: 0.0401, s2.acc: 94.2123, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0523, loss: 1.1090 2022-09-17 23:12:36,378 - mmdet - INFO - Epoch [17][2850/7330] lr: 1.000e-04, eta: 22:52:38, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1729, s0.acc: 93.9563, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2170, s1.loss_cls: 0.0836, s1.acc: 93.9777, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1101, s2.loss_cls: 0.0412, s2.acc: 93.9098, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0525, loss: 1.1346 2022-09-17 23:13:04,193 - mmdet - INFO - Epoch [17][2900/7330] lr: 1.000e-04, eta: 22:52:08, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1741, s0.acc: 93.9927, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2190, s1.loss_cls: 0.0838, s1.acc: 94.0840, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1112, s2.loss_cls: 0.0410, s2.acc: 93.9754, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0528, loss: 1.1281 2022-09-17 23:13:31,841 - mmdet - INFO - Epoch [17][2950/7330] lr: 1.000e-04, eta: 22:51:39, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1801, s0.acc: 93.8516, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2171, s1.loss_cls: 0.0876, s1.acc: 93.8401, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1098, s2.loss_cls: 0.0425, s2.acc: 93.8093, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0524, loss: 1.1334 2022-09-17 23:13:59,993 - mmdet - INFO - Epoch [17][3000/7330] lr: 1.000e-04, eta: 22:51:09, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1687, s0.acc: 94.2195, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2138, s1.loss_cls: 0.0811, s1.acc: 94.2277, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1089, s2.loss_cls: 0.0401, s2.acc: 94.1016, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0522, loss: 1.1010 2022-09-17 23:14:27,945 - mmdet - INFO - Epoch [17][3050/7330] lr: 1.000e-04, eta: 22:50:40, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1714, s0.acc: 94.0132, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2233, s1.loss_cls: 0.0831, s1.acc: 94.0972, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1126, s2.loss_cls: 0.0409, s2.acc: 93.9828, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0535, loss: 1.1233 2022-09-17 23:14:56,151 - mmdet - INFO - Epoch [17][3100/7330] lr: 1.000e-04, eta: 22:50:11, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1599, s0.acc: 94.4695, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2115, s1.loss_cls: 0.0768, s1.acc: 94.5120, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1083, s2.loss_cls: 0.0377, s2.acc: 94.4791, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0510, loss: 1.0685 2022-09-17 23:15:23,720 - mmdet - INFO - Epoch [17][3150/7330] lr: 1.000e-04, eta: 22:49:41, time: 0.551, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1644, s0.acc: 94.4119, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2136, s1.loss_cls: 0.0801, s1.acc: 94.3987, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1095, s2.loss_cls: 0.0394, s2.acc: 94.3081, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0525, loss: 1.0834 2022-09-17 23:15:51,825 - mmdet - INFO - Epoch [17][3200/7330] lr: 1.000e-04, eta: 22:49:12, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1707, s0.acc: 94.1326, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2188, s1.loss_cls: 0.0822, s1.acc: 94.1589, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1120, s2.loss_cls: 0.0410, s2.acc: 93.9664, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0536, loss: 1.1254 2022-09-17 23:16:20,460 - mmdet - INFO - Epoch [17][3250/7330] lr: 1.000e-04, eta: 22:48:43, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1661, s0.acc: 94.2969, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2112, s1.loss_cls: 0.0803, s1.acc: 94.3227, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1077, s2.loss_cls: 0.0398, s2.acc: 94.2511, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0516, loss: 1.0920 2022-09-17 23:16:48,868 - mmdet - INFO - Epoch [17][3300/7330] lr: 1.000e-04, eta: 22:48:14, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1685, s0.acc: 94.1787, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2159, s1.loss_cls: 0.0820, s1.acc: 94.2457, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1104, s2.loss_cls: 0.0404, s2.acc: 94.0475, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0531, loss: 1.1186 2022-09-17 23:17:17,038 - mmdet - INFO - Epoch [17][3350/7330] lr: 1.000e-04, eta: 22:47:45, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1704, s0.acc: 94.1548, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2150, s1.loss_cls: 0.0825, s1.acc: 94.2381, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1100, s2.loss_cls: 0.0410, s2.acc: 94.0419, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0525, loss: 1.1216 2022-09-17 23:17:45,332 - mmdet - INFO - Epoch [17][3400/7330] lr: 1.000e-04, eta: 22:47:16, time: 0.565, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1735, s0.acc: 94.0503, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2185, s1.loss_cls: 0.0830, s1.acc: 94.1852, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1124, s2.loss_cls: 0.0406, s2.acc: 94.1369, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0535, loss: 1.1261 2022-09-17 23:18:12,982 - mmdet - INFO - Epoch [17][3450/7330] lr: 1.000e-04, eta: 22:46:46, time: 0.554, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1631, s0.acc: 94.3296, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2032, s1.loss_cls: 0.0787, s1.acc: 94.3781, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1038, s2.loss_cls: 0.0388, s2.acc: 94.2892, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0501, loss: 1.0647 2022-09-17 23:18:40,730 - mmdet - INFO - Epoch [17][3500/7330] lr: 1.000e-04, eta: 22:46:16, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1728, s0.acc: 94.0740, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2173, s1.loss_cls: 0.0826, s1.acc: 94.1497, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1104, s2.loss_cls: 0.0408, s2.acc: 94.0377, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0523, loss: 1.1299 2022-09-17 23:19:08,894 - mmdet - INFO - Epoch [17][3550/7330] lr: 1.000e-04, eta: 22:45:47, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1774, s0.acc: 93.7856, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2219, s1.loss_cls: 0.0861, s1.acc: 93.7358, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1122, s2.loss_cls: 0.0425, s2.acc: 93.6529, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0533, loss: 1.1437 2022-09-17 23:19:37,042 - mmdet - INFO - Epoch [17][3600/7330] lr: 1.000e-04, eta: 22:45:18, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1680, s0.acc: 94.2883, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2129, s1.loss_cls: 0.0814, s1.acc: 94.2777, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1089, s2.loss_cls: 0.0401, s2.acc: 94.2576, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0522, loss: 1.0918 2022-09-17 23:20:05,190 - mmdet - INFO - Epoch [17][3650/7330] lr: 1.000e-04, eta: 22:44:48, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1731, s0.acc: 94.1741, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2130, s1.loss_cls: 0.0839, s1.acc: 94.1761, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1078, s2.loss_cls: 0.0408, s2.acc: 94.2594, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0512, loss: 1.0926 2022-09-17 23:20:32,981 - mmdet - INFO - Epoch [17][3700/7330] lr: 1.000e-04, eta: 22:44:19, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1726, s0.acc: 94.1367, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2179, s1.loss_cls: 0.0830, s1.acc: 94.2539, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1105, s2.loss_cls: 0.0411, s2.acc: 94.0887, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0528, loss: 1.1217 2022-09-17 23:21:01,512 - mmdet - INFO - Epoch [17][3750/7330] lr: 1.000e-04, eta: 22:43:50, time: 0.571, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1710, s0.acc: 94.1902, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2155, s1.loss_cls: 0.0826, s1.acc: 94.1868, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1094, s2.loss_cls: 0.0403, s2.acc: 94.1593, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0515, loss: 1.1021 2022-09-17 23:21:29,489 - mmdet - INFO - Epoch [17][3800/7330] lr: 1.000e-04, eta: 22:43:21, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1619, s0.acc: 94.4111, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2096, s1.loss_cls: 0.0772, s1.acc: 94.5311, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1069, s2.loss_cls: 0.0388, s2.acc: 94.3165, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0508, loss: 1.0716 2022-09-17 23:21:57,385 - mmdet - INFO - Epoch [17][3850/7330] lr: 1.000e-04, eta: 22:42:51, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1704, s0.acc: 94.2695, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2183, s1.loss_cls: 0.0806, s1.acc: 94.4673, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1108, s2.loss_cls: 0.0393, s2.acc: 94.5022, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0529, loss: 1.1045 2022-09-17 23:22:25,048 - mmdet - INFO - Epoch [17][3900/7330] lr: 1.000e-04, eta: 22:42:21, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1653, s0.acc: 94.3418, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2182, s1.loss_cls: 0.0800, s1.acc: 94.3723, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1115, s2.loss_cls: 0.0401, s2.acc: 94.2338, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0534, loss: 1.1068 2022-09-17 23:22:52,781 - mmdet - INFO - Epoch [17][3950/7330] lr: 1.000e-04, eta: 22:41:52, time: 0.554, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1659, s0.acc: 94.2002, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2115, s1.loss_cls: 0.0799, s1.acc: 94.2413, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1082, s2.loss_cls: 0.0399, s2.acc: 94.1089, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0519, loss: 1.0938 2022-09-17 23:23:21,040 - mmdet - INFO - Epoch [17][4000/7330] lr: 1.000e-04, eta: 22:41:23, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1756, s0.acc: 93.8564, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2173, s1.loss_cls: 0.0852, s1.acc: 93.9420, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1102, s2.loss_cls: 0.0419, s2.acc: 93.8860, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0528, loss: 1.1429 2022-09-17 23:23:49,331 - mmdet - INFO - Epoch [17][4050/7330] lr: 1.000e-04, eta: 22:40:53, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1683, s0.acc: 94.1965, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2146, s1.loss_cls: 0.0804, s1.acc: 94.3294, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1090, s2.loss_cls: 0.0398, s2.acc: 94.2928, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0521, loss: 1.0962 2022-09-17 23:24:17,721 - mmdet - INFO - Epoch [17][4100/7330] lr: 1.000e-04, eta: 22:40:25, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1774, s0.acc: 94.0283, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2165, s1.loss_cls: 0.0849, s1.acc: 94.1216, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1112, s2.loss_cls: 0.0418, s2.acc: 93.9659, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0532, loss: 1.1458 2022-09-17 23:24:45,734 - mmdet - INFO - Epoch [17][4150/7330] lr: 1.000e-04, eta: 22:39:55, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1690, s0.acc: 94.2087, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2195, s1.loss_cls: 0.0816, s1.acc: 94.2977, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1119, s2.loss_cls: 0.0408, s2.acc: 94.0923, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0536, loss: 1.1172 2022-09-17 23:25:14,212 - mmdet - INFO - Epoch [17][4200/7330] lr: 1.000e-04, eta: 22:39:26, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1728, s0.acc: 94.0601, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2221, s1.loss_cls: 0.0842, s1.acc: 94.0956, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1131, s2.loss_cls: 0.0419, s2.acc: 93.9336, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0539, loss: 1.1337 2022-09-17 23:25:42,229 - mmdet - INFO - Epoch [17][4250/7330] lr: 1.000e-04, eta: 22:38:57, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1675, s0.acc: 94.3301, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2180, s1.loss_cls: 0.0802, s1.acc: 94.4097, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1090, s2.loss_cls: 0.0398, s2.acc: 94.3054, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0521, loss: 1.1025 2022-09-17 23:26:10,394 - mmdet - INFO - Epoch [17][4300/7330] lr: 1.000e-04, eta: 22:38:28, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1661, s0.acc: 94.3298, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2150, s1.loss_cls: 0.0803, s1.acc: 94.3899, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1113, s2.loss_cls: 0.0398, s2.acc: 94.2552, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0532, loss: 1.0936 2022-09-17 23:26:38,789 - mmdet - INFO - Epoch [17][4350/7330] lr: 1.000e-04, eta: 22:37:59, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1715, s0.acc: 93.9609, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2160, s1.loss_cls: 0.0832, s1.acc: 93.9524, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1093, s2.loss_cls: 0.0413, s2.acc: 93.8045, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0520, loss: 1.1291 2022-09-17 23:27:07,362 - mmdet - INFO - Epoch [17][4400/7330] lr: 1.000e-04, eta: 22:37:30, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1683, s0.acc: 94.3245, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2107, s1.loss_cls: 0.0804, s1.acc: 94.4529, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1085, s2.loss_cls: 0.0399, s2.acc: 94.2502, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0518, loss: 1.0933 2022-09-17 23:27:36,059 - mmdet - INFO - Epoch [17][4450/7330] lr: 1.000e-04, eta: 22:37:02, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1707, s0.acc: 94.2622, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2157, s1.loss_cls: 0.0820, s1.acc: 94.3009, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1091, s2.loss_cls: 0.0404, s2.acc: 94.2126, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0517, loss: 1.1090 2022-09-17 23:28:03,965 - mmdet - INFO - Epoch [17][4500/7330] lr: 1.000e-04, eta: 22:36:32, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1732, s0.acc: 94.1196, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2142, s1.loss_cls: 0.0836, s1.acc: 94.1494, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1092, s2.loss_cls: 0.0411, s2.acc: 94.0733, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0522, loss: 1.1033 2022-09-17 23:28:32,879 - mmdet - INFO - Epoch [17][4550/7330] lr: 1.000e-04, eta: 22:36:04, time: 0.579, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1659, s0.acc: 94.2900, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2104, s1.loss_cls: 0.0799, s1.acc: 94.3926, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1076, s2.loss_cls: 0.0402, s2.acc: 94.1404, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0517, loss: 1.0823 2022-09-17 23:29:01,446 - mmdet - INFO - Epoch [17][4600/7330] lr: 1.000e-04, eta: 22:35:35, time: 0.571, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1722, s0.acc: 94.1331, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2160, s1.loss_cls: 0.0825, s1.acc: 94.2612, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1096, s2.loss_cls: 0.0401, s2.acc: 94.1982, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0523, loss: 1.1205 2022-09-17 23:29:29,658 - mmdet - INFO - Epoch [17][4650/7330] lr: 1.000e-04, eta: 22:35:06, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1695, s0.acc: 94.1919, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2170, s1.loss_cls: 0.0811, s1.acc: 94.2680, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1111, s2.loss_cls: 0.0396, s2.acc: 94.2873, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0532, loss: 1.1043 2022-09-17 23:29:57,775 - mmdet - INFO - Epoch [17][4700/7330] lr: 1.000e-04, eta: 22:34:37, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1755, s0.acc: 94.1501, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2089, s1.loss_cls: 0.0852, s1.acc: 94.1601, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1074, s2.loss_cls: 0.0418, s2.acc: 94.0178, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0513, loss: 1.1104 2022-09-17 23:30:25,758 - mmdet - INFO - Epoch [17][4750/7330] lr: 1.000e-04, eta: 22:34:07, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1628, s0.acc: 94.3550, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2129, s1.loss_cls: 0.0776, s1.acc: 94.4160, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1087, s2.loss_cls: 0.0387, s2.acc: 94.3179, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0520, loss: 1.0837 2022-09-17 23:30:53,693 - mmdet - INFO - Epoch [17][4800/7330] lr: 1.000e-04, eta: 22:33:38, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1759, s0.acc: 93.9275, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2158, s1.loss_cls: 0.0855, s1.acc: 94.0425, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1098, s2.loss_cls: 0.0421, s2.acc: 94.0012, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0525, loss: 1.1171 2022-09-17 23:31:21,384 - mmdet - INFO - Epoch [17][4850/7330] lr: 1.000e-04, eta: 22:33:08, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1617, s0.acc: 94.4031, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2201, s1.loss_cls: 0.0784, s1.acc: 94.4533, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1120, s2.loss_cls: 0.0387, s2.acc: 94.3914, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0533, loss: 1.0871 2022-09-17 23:31:49,547 - mmdet - INFO - Epoch [17][4900/7330] lr: 1.000e-04, eta: 22:32:39, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1722, s0.acc: 94.1150, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2156, s1.loss_cls: 0.0828, s1.acc: 94.1795, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1097, s2.loss_cls: 0.0405, s2.acc: 94.1856, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0526, loss: 1.1025 2022-09-17 23:32:18,048 - mmdet - INFO - Epoch [17][4950/7330] lr: 1.000e-04, eta: 22:32:10, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1707, s0.acc: 94.1865, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2114, s1.loss_cls: 0.0819, s1.acc: 94.2712, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1078, s2.loss_cls: 0.0403, s2.acc: 94.1438, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0518, loss: 1.0935 2022-09-17 23:32:46,468 - mmdet - INFO - Epoch [17][5000/7330] lr: 1.000e-04, eta: 22:31:41, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1730, s0.acc: 94.0676, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2136, s1.loss_cls: 0.0845, s1.acc: 93.9799, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1101, s2.loss_cls: 0.0418, s2.acc: 93.9253, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0528, loss: 1.1249 2022-09-17 23:33:15,209 - mmdet - INFO - Epoch [17][5050/7330] lr: 1.000e-04, eta: 22:31:13, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1761, s0.acc: 93.9971, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2189, s1.loss_cls: 0.0850, s1.acc: 94.0510, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1103, s2.loss_cls: 0.0421, s2.acc: 93.9079, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0519, loss: 1.1326 2022-09-17 23:33:43,326 - mmdet - INFO - Epoch [17][5100/7330] lr: 1.000e-04, eta: 22:30:43, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1631, s0.acc: 94.5032, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2119, s1.loss_cls: 0.0790, s1.acc: 94.5690, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1073, s2.loss_cls: 0.0393, s2.acc: 94.3936, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0512, loss: 1.0720 2022-09-17 23:34:11,556 - mmdet - INFO - Epoch [17][5150/7330] lr: 1.000e-04, eta: 22:30:14, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1698, s0.acc: 94.1445, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2158, s1.loss_cls: 0.0813, s1.acc: 94.2852, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1108, s2.loss_cls: 0.0400, s2.acc: 94.2341, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0533, loss: 1.1146 2022-09-17 23:34:40,385 - mmdet - INFO - Epoch [17][5200/7330] lr: 1.000e-04, eta: 22:29:46, time: 0.577, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1806, s0.acc: 93.8125, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2182, s1.loss_cls: 0.0875, s1.acc: 93.7457, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1114, s2.loss_cls: 0.0429, s2.acc: 93.7265, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0529, loss: 1.1475 2022-09-17 23:35:09,004 - mmdet - INFO - Epoch [17][5250/7330] lr: 1.000e-04, eta: 22:29:17, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1843, s0.acc: 93.6843, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2237, s1.loss_cls: 0.0886, s1.acc: 93.7760, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1129, s2.loss_cls: 0.0440, s2.acc: 93.6794, s2.loss_bbox: 0.0465, s2.loss_mask: 0.0539, loss: 1.1766 2022-09-17 23:35:36,680 - mmdet - INFO - Epoch [17][5300/7330] lr: 1.000e-04, eta: 22:28:47, time: 0.554, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1729, s0.acc: 94.0171, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2178, s1.loss_cls: 0.0838, s1.acc: 94.0982, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1111, s2.loss_cls: 0.0409, s2.acc: 94.0236, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0529, loss: 1.1326 2022-09-17 23:36:05,111 - mmdet - INFO - Epoch [17][5350/7330] lr: 1.000e-04, eta: 22:28:19, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1830, s0.acc: 93.7219, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2221, s1.loss_cls: 0.0875, s1.acc: 93.7504, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1124, s2.loss_cls: 0.0430, s2.acc: 93.6195, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0535, loss: 1.1678 2022-09-17 23:36:33,058 - mmdet - INFO - Epoch [17][5400/7330] lr: 1.000e-04, eta: 22:27:49, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1656, s0.acc: 94.3760, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2162, s1.loss_cls: 0.0797, s1.acc: 94.4747, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1101, s2.loss_cls: 0.0390, s2.acc: 94.5294, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0528, loss: 1.0906 2022-09-17 23:37:01,069 - mmdet - INFO - Epoch [17][5450/7330] lr: 1.000e-04, eta: 22:27:20, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1709, s0.acc: 94.1985, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2169, s1.loss_cls: 0.0826, s1.acc: 94.2466, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1110, s2.loss_cls: 0.0401, s2.acc: 94.2210, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0533, loss: 1.1157 2022-09-17 23:37:28,996 - mmdet - INFO - Epoch [17][5500/7330] lr: 1.000e-04, eta: 22:26:50, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1786, s0.acc: 93.8909, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2181, s1.loss_cls: 0.0874, s1.acc: 93.8217, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1110, s2.loss_cls: 0.0427, s2.acc: 93.7923, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0531, loss: 1.1386 2022-09-17 23:37:57,726 - mmdet - INFO - Epoch [17][5550/7330] lr: 1.000e-04, eta: 22:26:22, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1649, s0.acc: 94.4336, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2145, s1.loss_cls: 0.0788, s1.acc: 94.5663, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1093, s2.loss_cls: 0.0390, s2.acc: 94.3628, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0522, loss: 1.0870 2022-09-17 23:38:25,838 - mmdet - INFO - Epoch [17][5600/7330] lr: 1.000e-04, eta: 22:25:53, time: 0.563, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1749, s0.acc: 94.0627, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2202, s1.loss_cls: 0.0834, s1.acc: 94.1696, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1116, s2.loss_cls: 0.0407, s2.acc: 94.2642, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0531, loss: 1.1437 2022-09-17 23:38:54,348 - mmdet - INFO - Epoch [17][5650/7330] lr: 1.000e-04, eta: 22:25:24, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1684, s0.acc: 94.1177, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2219, s1.loss_cls: 0.0812, s1.acc: 94.1847, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1129, s2.loss_cls: 0.0398, s2.acc: 94.1171, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0534, loss: 1.1281 2022-09-17 23:39:22,472 - mmdet - INFO - Epoch [17][5700/7330] lr: 1.000e-04, eta: 22:24:55, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1708, s0.acc: 94.0957, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2128, s1.loss_cls: 0.0837, s1.acc: 94.0776, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1085, s2.loss_cls: 0.0414, s2.acc: 93.9243, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0519, loss: 1.1197 2022-09-17 23:39:50,573 - mmdet - INFO - Epoch [17][5750/7330] lr: 1.000e-04, eta: 22:24:25, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1745, s0.acc: 93.9485, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2226, s1.loss_cls: 0.0835, s1.acc: 94.0052, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1126, s2.loss_cls: 0.0411, s2.acc: 93.9129, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0532, loss: 1.1468 2022-09-17 23:40:18,480 - mmdet - INFO - Epoch [17][5800/7330] lr: 1.000e-04, eta: 22:23:56, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1644, s0.acc: 94.2998, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2109, s1.loss_cls: 0.0791, s1.acc: 94.3243, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1070, s2.loss_cls: 0.0393, s2.acc: 94.1817, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0513, loss: 1.0918 2022-09-17 23:40:46,054 - mmdet - INFO - Epoch [17][5850/7330] lr: 1.000e-04, eta: 22:23:26, time: 0.552, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1756, s0.acc: 94.0876, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2155, s1.loss_cls: 0.0832, s1.acc: 94.1839, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1091, s2.loss_cls: 0.0407, s2.acc: 94.1751, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0518, loss: 1.1211 2022-09-17 23:41:14,181 - mmdet - INFO - Epoch [17][5900/7330] lr: 1.000e-04, eta: 22:22:57, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1670, s0.acc: 94.2278, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2136, s1.loss_cls: 0.0808, s1.acc: 94.2144, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1096, s2.loss_cls: 0.0398, s2.acc: 94.1402, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0527, loss: 1.0978 2022-09-17 23:41:42,257 - mmdet - INFO - Epoch [17][5950/7330] lr: 1.000e-04, eta: 22:22:28, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1784, s0.acc: 94.0415, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2191, s1.loss_cls: 0.0864, s1.acc: 94.0503, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1112, s2.loss_cls: 0.0416, s2.acc: 94.0021, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0529, loss: 1.1257 2022-09-17 23:42:10,203 - mmdet - INFO - Epoch [17][6000/7330] lr: 1.000e-04, eta: 22:21:58, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1753, s0.acc: 94.0342, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2150, s1.loss_cls: 0.0853, s1.acc: 93.9348, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1099, s2.loss_cls: 0.0422, s2.acc: 93.9212, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0523, loss: 1.1205 2022-09-17 23:42:38,334 - mmdet - INFO - Epoch [17][6050/7330] lr: 1.000e-04, eta: 22:21:29, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1700, s0.acc: 94.2012, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2151, s1.loss_cls: 0.0814, s1.acc: 94.3404, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1111, s2.loss_cls: 0.0396, s2.acc: 94.2072, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0533, loss: 1.1007 2022-09-17 23:43:06,274 - mmdet - INFO - Epoch [17][6100/7330] lr: 1.000e-04, eta: 22:20:59, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1621, s0.acc: 94.5178, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2091, s1.loss_cls: 0.0793, s1.acc: 94.5053, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1056, s2.loss_cls: 0.0396, s2.acc: 94.3087, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0505, loss: 1.0653 2022-09-17 23:43:34,338 - mmdet - INFO - Epoch [17][6150/7330] lr: 1.000e-04, eta: 22:20:30, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1661, s0.acc: 94.3804, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2156, s1.loss_cls: 0.0809, s1.acc: 94.3610, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1099, s2.loss_cls: 0.0403, s2.acc: 94.2747, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0522, loss: 1.0943 2022-09-17 23:44:02,380 - mmdet - INFO - Epoch [17][6200/7330] lr: 1.000e-04, eta: 22:20:01, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1691, s0.acc: 94.3167, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2133, s1.loss_cls: 0.0808, s1.acc: 94.4277, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1075, s2.loss_cls: 0.0397, s2.acc: 94.3228, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0513, loss: 1.0905 2022-09-17 23:44:30,783 - mmdet - INFO - Epoch [17][6250/7330] lr: 1.000e-04, eta: 22:19:32, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1653, s0.acc: 94.2822, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2164, s1.loss_cls: 0.0791, s1.acc: 94.3884, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1097, s2.loss_cls: 0.0391, s2.acc: 94.2694, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0522, loss: 1.0938 2022-09-17 23:44:59,200 - mmdet - INFO - Epoch [17][6300/7330] lr: 1.000e-04, eta: 22:19:03, time: 0.568, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1665, s0.acc: 94.3091, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2130, s1.loss_cls: 0.0805, s1.acc: 94.3496, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1089, s2.loss_cls: 0.0397, s2.acc: 94.2517, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0518, loss: 1.0868 2022-09-17 23:45:27,214 - mmdet - INFO - Epoch [17][6350/7330] lr: 1.000e-04, eta: 22:18:34, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1629, s0.acc: 94.3501, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2124, s1.loss_cls: 0.0787, s1.acc: 94.3909, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1087, s2.loss_cls: 0.0383, s2.acc: 94.3774, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0519, loss: 1.0815 2022-09-17 23:45:55,020 - mmdet - INFO - Epoch [17][6400/7330] lr: 1.000e-04, eta: 22:18:04, time: 0.556, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1667, s0.acc: 94.3398, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2149, s1.loss_cls: 0.0795, s1.acc: 94.3832, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1092, s2.loss_cls: 0.0393, s2.acc: 94.2888, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0525, loss: 1.0875 2022-09-17 23:46:22,992 - mmdet - INFO - Epoch [17][6450/7330] lr: 1.000e-04, eta: 22:17:35, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1550, s0.acc: 94.6641, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2090, s1.loss_cls: 0.0754, s1.acc: 94.7057, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1065, s2.loss_cls: 0.0371, s2.acc: 94.7186, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0513, loss: 1.0477 2022-09-17 23:46:50,323 - mmdet - INFO - Epoch [17][6500/7330] lr: 1.000e-04, eta: 22:17:05, time: 0.547, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1666, s0.acc: 94.2783, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2148, s1.loss_cls: 0.0807, s1.acc: 94.3180, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1091, s2.loss_cls: 0.0395, s2.acc: 94.2484, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0521, loss: 1.0921 2022-09-17 23:47:18,685 - mmdet - INFO - Epoch [17][6550/7330] lr: 1.000e-04, eta: 22:16:36, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1682, s0.acc: 94.1497, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2240, s1.loss_cls: 0.0811, s1.acc: 94.1727, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1140, s2.loss_cls: 0.0401, s2.acc: 94.0902, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0539, loss: 1.1166 2022-09-17 23:47:46,880 - mmdet - INFO - Epoch [17][6600/7330] lr: 1.000e-04, eta: 22:16:07, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1673, s0.acc: 94.3054, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2154, s1.loss_cls: 0.0812, s1.acc: 94.3077, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1102, s2.loss_cls: 0.0398, s2.acc: 94.2325, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0528, loss: 1.0975 2022-09-17 23:48:14,642 - mmdet - INFO - Epoch [17][6650/7330] lr: 1.000e-04, eta: 22:15:37, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1623, s0.acc: 94.4478, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2119, s1.loss_cls: 0.0788, s1.acc: 94.4764, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1087, s2.loss_cls: 0.0388, s2.acc: 94.4613, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0523, loss: 1.0667 2022-09-17 23:48:42,540 - mmdet - INFO - Epoch [17][6700/7330] lr: 1.000e-04, eta: 22:15:08, time: 0.558, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1566, s0.acc: 94.6050, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2177, s1.loss_cls: 0.0764, s1.acc: 94.7020, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1108, s2.loss_cls: 0.0377, s2.acc: 94.5799, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0531, loss: 1.0593 2022-09-17 23:49:10,528 - mmdet - INFO - Epoch [17][6750/7330] lr: 1.000e-04, eta: 22:14:38, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1737, s0.acc: 94.0662, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2198, s1.loss_cls: 0.0837, s1.acc: 94.1178, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1112, s2.loss_cls: 0.0410, s2.acc: 94.0394, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0530, loss: 1.1196 2022-09-17 23:49:38,773 - mmdet - INFO - Epoch [17][6800/7330] lr: 1.000e-04, eta: 22:14:09, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1731, s0.acc: 94.1985, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2208, s1.loss_cls: 0.0824, s1.acc: 94.2514, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1119, s2.loss_cls: 0.0403, s2.acc: 94.1648, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0535, loss: 1.1169 2022-09-17 23:50:06,880 - mmdet - INFO - Epoch [17][6850/7330] lr: 1.000e-04, eta: 22:13:40, time: 0.565, data_time: 0.014, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1676, s0.acc: 94.2090, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2177, s1.loss_cls: 0.0804, s1.acc: 94.2756, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1110, s2.loss_cls: 0.0401, s2.acc: 94.2087, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0528, loss: 1.1084 2022-09-17 23:50:35,045 - mmdet - INFO - Epoch [17][6900/7330] lr: 1.000e-04, eta: 22:13:11, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1647, s0.acc: 94.2488, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2194, s1.loss_cls: 0.0783, s1.acc: 94.4105, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1118, s2.loss_cls: 0.0390, s2.acc: 94.3025, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0529, loss: 1.1102 2022-09-17 23:51:03,889 - mmdet - INFO - Epoch [17][6950/7330] lr: 1.000e-04, eta: 22:12:42, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1739, s0.acc: 94.1133, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2196, s1.loss_cls: 0.0827, s1.acc: 94.1969, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1118, s2.loss_cls: 0.0407, s2.acc: 94.1249, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0534, loss: 1.1272 2022-09-17 23:51:32,290 - mmdet - INFO - Epoch [17][7000/7330] lr: 1.000e-04, eta: 22:12:14, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1834, s0.acc: 93.7910, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2227, s1.loss_cls: 0.0880, s1.acc: 93.8506, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1130, s2.loss_cls: 0.0425, s2.acc: 93.7981, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0539, loss: 1.1568 2022-09-17 23:52:00,260 - mmdet - INFO - Epoch [17][7050/7330] lr: 1.000e-04, eta: 22:11:44, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1688, s0.acc: 94.2646, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2179, s1.loss_cls: 0.0822, s1.acc: 94.3141, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1116, s2.loss_cls: 0.0399, s2.acc: 94.2958, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0536, loss: 1.1001 2022-09-17 23:52:28,539 - mmdet - INFO - Epoch [17][7100/7330] lr: 1.000e-04, eta: 22:11:15, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1670, s0.acc: 94.2732, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2186, s1.loss_cls: 0.0807, s1.acc: 94.3461, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1107, s2.loss_cls: 0.0402, s2.acc: 94.2563, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0529, loss: 1.1062 2022-09-17 23:52:56,212 - mmdet - INFO - Epoch [17][7150/7330] lr: 1.000e-04, eta: 22:10:45, time: 0.553, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1587, s0.acc: 94.5598, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2111, s1.loss_cls: 0.0766, s1.acc: 94.6570, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1080, s2.loss_cls: 0.0384, s2.acc: 94.4323, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0519, loss: 1.0620 2022-09-17 23:53:24,107 - mmdet - INFO - Epoch [17][7200/7330] lr: 1.000e-04, eta: 22:10:16, time: 0.558, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1680, s0.acc: 94.3889, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2137, s1.loss_cls: 0.0813, s1.acc: 94.3977, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1097, s2.loss_cls: 0.0406, s2.acc: 94.1484, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0525, loss: 1.0961 2022-09-17 23:53:52,550 - mmdet - INFO - Epoch [17][7250/7330] lr: 1.000e-04, eta: 22:09:47, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1716, s0.acc: 94.0364, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2219, s1.loss_cls: 0.0825, s1.acc: 94.1456, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1128, s2.loss_cls: 0.0409, s2.acc: 94.0604, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0539, loss: 1.1437 2022-09-17 23:54:20,708 - mmdet - INFO - Epoch [17][7300/7330] lr: 1.000e-04, eta: 22:09:18, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1629, s0.acc: 94.5032, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2058, s1.loss_cls: 0.0786, s1.acc: 94.5923, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1058, s2.loss_cls: 0.0392, s2.acc: 94.3716, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0506, loss: 1.0611 2022-09-17 23:54:47,458 - mmdet - INFO - Saving checkpoint at 17 epochs 2022-09-17 23:56:35,554 - mmdet - INFO - Evaluating bbox... 2022-09-17 23:57:04,475 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.473 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.662 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.508 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.308 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.502 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.619 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.619 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.619 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.444 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.655 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.778 2022-09-17 23:57:04,475 - mmdet - INFO - Evaluating segm... 2022-09-17 23:57:38,904 - 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 ] = 0.631 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.440 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.220 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 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.362 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 ] = 0.709 2022-09-17 23:57:39,415 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-17 23:57:39,415 - mmdet - INFO - Epoch(val) [17][313] bbox_mAP: 0.4730, bbox_mAP_50: 0.6620, bbox_mAP_75: 0.5080, bbox_mAP_s: 0.3080, bbox_mAP_m: 0.5020, bbox_mAP_l: 0.6320, bbox_mAP_copypaste: 0.473 0.662 0.508 0.308 0.502 0.632, segm_mAP: 0.4080, segm_mAP_50: 0.6310, segm_mAP_75: 0.4400, segm_mAP_s: 0.2200, segm_mAP_m: 0.4380, segm_mAP_l: 0.6050, segm_mAP_copypaste: 0.408 0.631 0.440 0.220 0.438 0.605 2022-09-17 23:59:40,758 - mmdet - INFO - Epoch [18][50/7330] lr: 1.000e-04, eta: 22:09:56, time: 2.426, data_time: 1.851, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1650, s0.acc: 94.3301, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2101, s1.loss_cls: 0.0784, s1.acc: 94.4467, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1064, s2.loss_cls: 0.0392, s2.acc: 94.2735, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0508, loss: 1.0779 2022-09-18 00:00:13,514 - mmdet - INFO - Epoch [18][100/7330] lr: 1.000e-04, eta: 22:09:32, time: 0.655, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1644, s0.acc: 94.3796, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2146, s1.loss_cls: 0.0791, s1.acc: 94.5154, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1105, s2.loss_cls: 0.0391, s2.acc: 94.3634, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0530, loss: 1.0956 2022-09-18 00:00:41,944 - mmdet - INFO - Epoch [18][150/7330] lr: 1.000e-04, eta: 22:09:03, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1660, s0.acc: 94.2742, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2131, s1.loss_cls: 0.0798, s1.acc: 94.3525, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1090, s2.loss_cls: 0.0389, s2.acc: 94.2941, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0523, loss: 1.0902 2022-09-18 00:01:10,519 - mmdet - INFO - Epoch [18][200/7330] lr: 1.000e-04, eta: 22:08:35, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1730, s0.acc: 93.9524, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2132, s1.loss_cls: 0.0846, s1.acc: 93.9795, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1090, s2.loss_cls: 0.0418, s2.acc: 93.8601, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0523, loss: 1.1387 2022-09-18 00:01:38,191 - mmdet - INFO - Epoch [18][250/7330] lr: 1.000e-04, eta: 22:08:05, time: 0.554, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1635, s0.acc: 94.3450, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2105, s1.loss_cls: 0.0790, s1.acc: 94.4338, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1082, s2.loss_cls: 0.0386, s2.acc: 94.4229, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0520, loss: 1.0732 2022-09-18 00:02:06,568 - mmdet - INFO - Epoch [18][300/7330] lr: 1.000e-04, eta: 22:07:36, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1700, s0.acc: 94.0720, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2143, s1.loss_cls: 0.0823, s1.acc: 94.1176, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1093, s2.loss_cls: 0.0406, s2.acc: 93.9830, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0523, loss: 1.1140 2022-09-18 00:02:34,785 - mmdet - INFO - Epoch [18][350/7330] lr: 1.000e-04, eta: 22:07:07, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1582, s0.acc: 94.4578, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2018, s1.loss_cls: 0.0747, s1.acc: 94.6243, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1044, s2.loss_cls: 0.0370, s2.acc: 94.5290, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0500, loss: 1.0515 2022-09-18 00:03:02,763 - mmdet - INFO - Epoch [18][400/7330] lr: 1.000e-04, eta: 22:06:37, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1578, s0.acc: 94.4736, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2095, s1.loss_cls: 0.0762, s1.acc: 94.5190, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1068, s2.loss_cls: 0.0379, s2.acc: 94.3831, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0510, loss: 1.0626 2022-09-18 00:03:31,063 - mmdet - INFO - Epoch [18][450/7330] lr: 1.000e-04, eta: 22:06:08, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1589, s0.acc: 94.4619, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2127, s1.loss_cls: 0.0763, s1.acc: 94.5800, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1078, s2.loss_cls: 0.0378, s2.acc: 94.4920, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0518, loss: 1.0745 2022-09-18 00:03:58,206 - mmdet - INFO - Epoch [18][500/7330] lr: 1.000e-04, eta: 22:05:38, time: 0.543, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1589, s0.acc: 94.4719, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2128, s1.loss_cls: 0.0771, s1.acc: 94.5164, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1089, s2.loss_cls: 0.0376, s2.acc: 94.5257, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0518, loss: 1.0610 2022-09-18 00:04:26,084 - mmdet - INFO - Epoch [18][550/7330] lr: 1.000e-04, eta: 22:05:09, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1708, s0.acc: 94.1565, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2161, s1.loss_cls: 0.0835, s1.acc: 94.1527, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1097, s2.loss_cls: 0.0413, s2.acc: 94.0139, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0520, loss: 1.1026 2022-09-18 00:04:54,278 - mmdet - INFO - Epoch [18][600/7330] lr: 1.000e-04, eta: 22:04:39, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1633, s0.acc: 94.4729, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2142, s1.loss_cls: 0.0778, s1.acc: 94.5733, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1087, s2.loss_cls: 0.0383, s2.acc: 94.4564, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0519, loss: 1.0800 2022-09-18 00:05:22,273 - mmdet - INFO - Epoch [18][650/7330] lr: 1.000e-04, eta: 22:04:10, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1630, s0.acc: 94.2117, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2095, s1.loss_cls: 0.0789, s1.acc: 94.2246, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1073, s2.loss_cls: 0.0397, s2.acc: 94.1103, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0516, loss: 1.0864 2022-09-18 00:05:50,595 - mmdet - INFO - Epoch [18][700/7330] lr: 1.000e-04, eta: 22:03:41, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1687, s0.acc: 94.2334, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2142, s1.loss_cls: 0.0813, s1.acc: 94.2436, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1088, s2.loss_cls: 0.0400, s2.acc: 94.1565, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0516, loss: 1.1019 2022-09-18 00:06:18,632 - mmdet - INFO - Epoch [18][750/7330] lr: 1.000e-04, eta: 22:03:12, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1683, s0.acc: 94.1777, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2128, s1.loss_cls: 0.0837, s1.acc: 94.0947, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1090, s2.loss_cls: 0.0410, s2.acc: 94.0848, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0520, loss: 1.1016 2022-09-18 00:06:47,020 - mmdet - INFO - Epoch [18][800/7330] lr: 1.000e-04, eta: 22:02:43, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1630, s0.acc: 94.3552, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2167, s1.loss_cls: 0.0777, s1.acc: 94.4234, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1101, s2.loss_cls: 0.0388, s2.acc: 94.3369, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0524, loss: 1.0953 2022-09-18 00:07:14,789 - mmdet - INFO - Epoch [18][850/7330] lr: 1.000e-04, eta: 22:02:13, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1619, s0.acc: 94.3242, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2152, s1.loss_cls: 0.0771, s1.acc: 94.4151, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1096, s2.loss_cls: 0.0383, s2.acc: 94.3166, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0526, loss: 1.0876 2022-09-18 00:07:42,883 - mmdet - INFO - Epoch [18][900/7330] lr: 1.000e-04, eta: 22:01:44, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1617, s0.acc: 94.3909, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2109, s1.loss_cls: 0.0780, s1.acc: 94.4330, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1087, s2.loss_cls: 0.0391, s2.acc: 94.2275, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0517, loss: 1.0827 2022-09-18 00:08:10,720 - mmdet - INFO - Epoch [18][950/7330] lr: 1.000e-04, eta: 22:01:14, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1620, s0.acc: 94.3672, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2146, s1.loss_cls: 0.0774, s1.acc: 94.4892, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1103, s2.loss_cls: 0.0380, s2.acc: 94.3844, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0526, loss: 1.0894 2022-09-18 00:08:38,682 - mmdet - INFO - Epoch [18][1000/7330] lr: 1.000e-04, eta: 22:00:45, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1695, s0.acc: 94.0669, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2144, s1.loss_cls: 0.0824, s1.acc: 94.1234, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1092, s2.loss_cls: 0.0409, s2.acc: 93.8787, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0522, loss: 1.1172 2022-09-18 00:09:07,027 - mmdet - INFO - Epoch [18][1050/7330] lr: 1.000e-04, eta: 22:00:16, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1573, s0.acc: 94.5115, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2095, s1.loss_cls: 0.0757, s1.acc: 94.5167, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1070, s2.loss_cls: 0.0372, s2.acc: 94.4381, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0505, loss: 1.0695 2022-09-18 00:09:35,681 - mmdet - INFO - Epoch [18][1100/7330] lr: 1.000e-04, eta: 21:59:47, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1547, s0.acc: 94.6343, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2086, s1.loss_cls: 0.0735, s1.acc: 94.7531, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1068, s2.loss_cls: 0.0366, s2.acc: 94.6375, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0509, loss: 1.0439 2022-09-18 00:10:04,423 - mmdet - INFO - Epoch [18][1150/7330] lr: 1.000e-04, eta: 21:59:19, time: 0.576, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1724, s0.acc: 94.0366, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2179, s1.loss_cls: 0.0833, s1.acc: 94.0719, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1103, s2.loss_cls: 0.0409, s2.acc: 93.9574, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0525, loss: 1.1290 2022-09-18 00:10:32,604 - mmdet - INFO - Epoch [18][1200/7330] lr: 1.000e-04, eta: 21:58:49, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1688, s0.acc: 94.0725, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2143, s1.loss_cls: 0.0806, s1.acc: 94.2271, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1095, s2.loss_cls: 0.0397, s2.acc: 94.2085, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0522, loss: 1.1154 2022-09-18 00:11:01,555 - mmdet - INFO - Epoch [18][1250/7330] lr: 1.000e-04, eta: 21:58:21, time: 0.580, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1783, s0.acc: 93.9243, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2160, s1.loss_cls: 0.0867, s1.acc: 93.9173, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1091, s2.loss_cls: 0.0426, s2.acc: 93.9112, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0521, loss: 1.1457 2022-09-18 00:11:29,638 - mmdet - INFO - Epoch [18][1300/7330] lr: 1.000e-04, eta: 21:57:52, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1618, s0.acc: 94.3691, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2114, s1.loss_cls: 0.0781, s1.acc: 94.4097, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1092, s2.loss_cls: 0.0389, s2.acc: 94.2565, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0529, loss: 1.0932 2022-09-18 00:11:57,558 - mmdet - INFO - Epoch [18][1350/7330] lr: 1.000e-04, eta: 21:57:22, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1537, s0.acc: 94.7803, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2047, s1.loss_cls: 0.0727, s1.acc: 94.8836, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1049, s2.loss_cls: 0.0362, s2.acc: 94.8180, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0504, loss: 1.0276 2022-09-18 00:12:25,274 - mmdet - INFO - Epoch [18][1400/7330] lr: 1.000e-04, eta: 21:56:53, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1671, s0.acc: 94.2141, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2174, s1.loss_cls: 0.0804, s1.acc: 94.3173, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1093, s2.loss_cls: 0.0407, s2.acc: 94.1551, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0528, loss: 1.1114 2022-09-18 00:12:53,805 - mmdet - INFO - Epoch [18][1450/7330] lr: 1.000e-04, eta: 21:56:24, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1635, s0.acc: 94.3999, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2092, s1.loss_cls: 0.0798, s1.acc: 94.4419, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1068, s2.loss_cls: 0.0395, s2.acc: 94.3299, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0511, loss: 1.0748 2022-09-18 00:13:22,090 - mmdet - INFO - Epoch [18][1500/7330] lr: 1.000e-04, eta: 21:55:55, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1731, s0.acc: 94.0747, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2157, s1.loss_cls: 0.0837, s1.acc: 94.1199, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1091, s2.loss_cls: 0.0417, s2.acc: 94.0251, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0522, loss: 1.1170 2022-09-18 00:13:50,335 - mmdet - INFO - Epoch [18][1550/7330] lr: 1.000e-04, eta: 21:55:26, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1614, s0.acc: 94.3616, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2148, s1.loss_cls: 0.0775, s1.acc: 94.4623, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1096, s2.loss_cls: 0.0381, s2.acc: 94.3694, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0525, loss: 1.0937 2022-09-18 00:14:19,090 - mmdet - INFO - Epoch [18][1600/7330] lr: 1.000e-04, eta: 21:54:57, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1680, s0.acc: 94.2754, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2069, s1.loss_cls: 0.0813, s1.acc: 94.2907, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1059, s2.loss_cls: 0.0405, s2.acc: 94.1659, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0509, loss: 1.0837 2022-09-18 00:14:47,451 - mmdet - INFO - Epoch [18][1650/7330] lr: 1.000e-04, eta: 21:54:28, time: 0.567, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1729, s0.acc: 93.9741, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2145, s1.loss_cls: 0.0835, s1.acc: 94.0102, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1086, s2.loss_cls: 0.0411, s2.acc: 93.9071, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0518, loss: 1.1220 2022-09-18 00:15:16,150 - mmdet - INFO - Epoch [18][1700/7330] lr: 1.000e-04, eta: 21:54:00, time: 0.574, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1716, s0.acc: 94.0828, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2130, s1.loss_cls: 0.0823, s1.acc: 94.1705, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1081, s2.loss_cls: 0.0408, s2.acc: 94.0496, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0518, loss: 1.1059 2022-09-18 00:15:44,780 - mmdet - INFO - Epoch [18][1750/7330] lr: 1.000e-04, eta: 21:53:31, time: 0.572, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1738, s0.acc: 94.0337, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2176, s1.loss_cls: 0.0834, s1.acc: 94.1885, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1107, s2.loss_cls: 0.0408, s2.acc: 94.0801, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0528, loss: 1.1269 2022-09-18 00:16:13,071 - mmdet - INFO - Epoch [18][1800/7330] lr: 1.000e-04, eta: 21:53:02, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1700, s0.acc: 94.1240, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2180, s1.loss_cls: 0.0820, s1.acc: 94.2281, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1117, s2.loss_cls: 0.0401, s2.acc: 94.0964, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0534, loss: 1.1220 2022-09-18 00:16:41,054 - mmdet - INFO - Epoch [18][1850/7330] lr: 1.000e-04, eta: 21:52:32, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1762, s0.acc: 94.0107, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2169, s1.loss_cls: 0.0857, s1.acc: 93.9473, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1102, s2.loss_cls: 0.0420, s2.acc: 93.8544, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0528, loss: 1.1368 2022-09-18 00:17:08,756 - mmdet - INFO - Epoch [18][1900/7330] lr: 1.000e-04, eta: 21:52:03, time: 0.554, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1670, s0.acc: 94.2378, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2089, s1.loss_cls: 0.0806, s1.acc: 94.2570, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1071, s2.loss_cls: 0.0396, s2.acc: 94.0937, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0514, loss: 1.0877 2022-09-18 00:17:37,232 - mmdet - INFO - Epoch [18][1950/7330] lr: 1.000e-04, eta: 21:51:34, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1774, s0.acc: 93.8689, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2180, s1.loss_cls: 0.0857, s1.acc: 93.8984, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1103, s2.loss_cls: 0.0417, s2.acc: 93.9048, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0519, loss: 1.1322 2022-09-18 00:18:05,263 - mmdet - INFO - Epoch [18][2000/7330] lr: 1.000e-04, eta: 21:51:05, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1612, s0.acc: 94.3430, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2091, s1.loss_cls: 0.0778, s1.acc: 94.3939, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1069, s2.loss_cls: 0.0383, s2.acc: 94.2916, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0512, loss: 1.0736 2022-09-18 00:18:33,263 - mmdet - INFO - Epoch [18][2050/7330] lr: 1.000e-04, eta: 21:50:35, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1788, s0.acc: 93.9160, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2175, s1.loss_cls: 0.0857, s1.acc: 93.9728, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1111, s2.loss_cls: 0.0424, s2.acc: 93.7962, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0530, loss: 1.1474 2022-09-18 00:19:01,283 - mmdet - INFO - Epoch [18][2100/7330] lr: 1.000e-04, eta: 21:50:06, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1596, s0.acc: 94.3120, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2116, s1.loss_cls: 0.0780, s1.acc: 94.2173, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1073, s2.loss_cls: 0.0385, s2.acc: 94.1487, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0514, loss: 1.0714 2022-09-18 00:19:28,880 - mmdet - INFO - Epoch [18][2150/7330] lr: 1.000e-04, eta: 21:49:36, time: 0.552, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1607, s0.acc: 94.4138, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2083, s1.loss_cls: 0.0776, s1.acc: 94.5117, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1083, s2.loss_cls: 0.0384, s2.acc: 94.3992, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0519, loss: 1.0674 2022-09-18 00:19:56,619 - mmdet - INFO - Epoch [18][2200/7330] lr: 1.000e-04, eta: 21:49:06, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1546, s0.acc: 94.6250, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2039, s1.loss_cls: 0.0750, s1.acc: 94.6256, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1049, s2.loss_cls: 0.0369, s2.acc: 94.5098, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0500, loss: 1.0454 2022-09-18 00:20:24,692 - mmdet - INFO - Epoch [18][2250/7330] lr: 1.000e-04, eta: 21:48:37, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1589, s0.acc: 94.4939, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2099, s1.loss_cls: 0.0763, s1.acc: 94.5563, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1083, s2.loss_cls: 0.0380, s2.acc: 94.3651, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0520, loss: 1.0672 2022-09-18 00:20:52,931 - mmdet - INFO - Epoch [18][2300/7330] lr: 1.000e-04, eta: 21:48:08, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1654, s0.acc: 94.2966, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2229, s1.loss_cls: 0.0798, s1.acc: 94.3989, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1130, s2.loss_cls: 0.0396, s2.acc: 94.2885, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0539, loss: 1.1161 2022-09-18 00:21:21,261 - mmdet - INFO - Epoch [18][2350/7330] lr: 1.000e-04, eta: 21:47:39, time: 0.566, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1728, s0.acc: 94.0261, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2128, s1.loss_cls: 0.0837, s1.acc: 94.0919, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1082, s2.loss_cls: 0.0413, s2.acc: 93.9440, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0518, loss: 1.1066 2022-09-18 00:21:49,788 - mmdet - INFO - Epoch [18][2400/7330] lr: 1.000e-04, eta: 21:47:10, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1667, s0.acc: 94.2080, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2182, s1.loss_cls: 0.0802, s1.acc: 94.2672, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1098, s2.loss_cls: 0.0400, s2.acc: 94.2120, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0522, loss: 1.1131 2022-09-18 00:22:18,031 - mmdet - INFO - Epoch [18][2450/7330] lr: 1.000e-04, eta: 21:46:41, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1645, s0.acc: 94.2954, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2161, s1.loss_cls: 0.0795, s1.acc: 94.3474, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1108, s2.loss_cls: 0.0396, s2.acc: 94.1344, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0533, loss: 1.0987 2022-09-18 00:22:46,326 - mmdet - INFO - Epoch [18][2500/7330] lr: 1.000e-04, eta: 21:46:12, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1659, s0.acc: 94.2554, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2107, s1.loss_cls: 0.0797, s1.acc: 94.3339, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1069, s2.loss_cls: 0.0388, s2.acc: 94.3153, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0511, loss: 1.0848 2022-09-18 00:23:13,756 - mmdet - INFO - Epoch [18][2550/7330] lr: 1.000e-04, eta: 21:45:42, time: 0.549, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1657, s0.acc: 94.2771, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2123, s1.loss_cls: 0.0789, s1.acc: 94.3972, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1085, s2.loss_cls: 0.0386, s2.acc: 94.2821, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0516, loss: 1.0958 2022-09-18 00:23:42,730 - mmdet - INFO - Epoch [18][2600/7330] lr: 1.000e-04, eta: 21:45:14, time: 0.579, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1673, s0.acc: 94.2288, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2142, s1.loss_cls: 0.0793, s1.acc: 94.3363, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1090, s2.loss_cls: 0.0393, s2.acc: 94.2179, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0520, loss: 1.1043 2022-09-18 00:24:10,603 - mmdet - INFO - Epoch [18][2650/7330] lr: 1.000e-04, eta: 21:44:44, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1636, s0.acc: 94.2195, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2121, s1.loss_cls: 0.0794, s1.acc: 94.2490, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1086, s2.loss_cls: 0.0392, s2.acc: 94.2114, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0519, loss: 1.0951 2022-09-18 00:24:38,492 - mmdet - INFO - Epoch [18][2700/7330] lr: 1.000e-04, eta: 21:44:15, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1523, s0.acc: 94.7192, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2061, s1.loss_cls: 0.0730, s1.acc: 94.7529, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1065, s2.loss_cls: 0.0363, s2.acc: 94.6573, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0513, loss: 1.0394 2022-09-18 00:25:07,065 - mmdet - INFO - Epoch [18][2750/7330] lr: 1.000e-04, eta: 21:43:46, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1692, s0.acc: 94.1885, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2131, s1.loss_cls: 0.0813, s1.acc: 94.1901, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1088, s2.loss_cls: 0.0397, s2.acc: 94.1557, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0519, loss: 1.1119 2022-09-18 00:25:35,806 - mmdet - INFO - Epoch [18][2800/7330] lr: 1.000e-04, eta: 21:43:18, time: 0.574, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1669, s0.acc: 94.2632, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2126, s1.loss_cls: 0.0802, s1.acc: 94.3300, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1090, s2.loss_cls: 0.0397, s2.acc: 94.1461, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0518, loss: 1.1099 2022-09-18 00:26:03,861 - mmdet - INFO - Epoch [18][2850/7330] lr: 1.000e-04, eta: 21:42:48, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1793, s0.acc: 93.9373, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2158, s1.loss_cls: 0.0866, s1.acc: 93.9261, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1105, s2.loss_cls: 0.0427, s2.acc: 93.8328, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0525, loss: 1.1397 2022-09-18 00:26:32,161 - mmdet - INFO - Epoch [18][2900/7330] lr: 1.000e-04, eta: 21:42:19, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1605, s0.acc: 94.5620, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2119, s1.loss_cls: 0.0775, s1.acc: 94.5976, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1082, s2.loss_cls: 0.0384, s2.acc: 94.4582, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0519, loss: 1.0692 2022-09-18 00:27:00,523 - mmdet - INFO - Epoch [18][2950/7330] lr: 1.000e-04, eta: 21:41:50, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1657, s0.acc: 94.4238, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2168, s1.loss_cls: 0.0793, s1.acc: 94.5389, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1101, s2.loss_cls: 0.0392, s2.acc: 94.4103, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0524, loss: 1.0889 2022-09-18 00:27:29,205 - mmdet - INFO - Epoch [18][3000/7330] lr: 1.000e-04, eta: 21:41:22, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1596, s0.acc: 94.4985, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2137, s1.loss_cls: 0.0770, s1.acc: 94.5071, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1085, s2.loss_cls: 0.0384, s2.acc: 94.3828, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0518, loss: 1.0701 2022-09-18 00:27:57,505 - mmdet - INFO - Epoch [18][3050/7330] lr: 1.000e-04, eta: 21:40:53, time: 0.566, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1690, s0.acc: 94.1941, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2175, s1.loss_cls: 0.0814, s1.acc: 94.3379, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1101, s2.loss_cls: 0.0401, s2.acc: 94.2744, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0528, loss: 1.1080 2022-09-18 00:28:25,860 - mmdet - INFO - Epoch [18][3100/7330] lr: 1.000e-04, eta: 21:40:24, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1821, s0.acc: 93.8955, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2184, s1.loss_cls: 0.0875, s1.acc: 93.9158, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1109, s2.loss_cls: 0.0425, s2.acc: 93.8892, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0530, loss: 1.1530 2022-09-18 00:28:54,317 - mmdet - INFO - Epoch [18][3150/7330] lr: 1.000e-04, eta: 21:39:55, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1614, s0.acc: 94.3687, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2106, s1.loss_cls: 0.0768, s1.acc: 94.4289, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1075, s2.loss_cls: 0.0380, s2.acc: 94.3176, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0512, loss: 1.0682 2022-09-18 00:29:22,340 - mmdet - INFO - Epoch [18][3200/7330] lr: 1.000e-04, eta: 21:39:26, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1687, s0.acc: 94.2129, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2222, s1.loss_cls: 0.0811, s1.acc: 94.3090, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1126, s2.loss_cls: 0.0398, s2.acc: 94.2823, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0536, loss: 1.1243 2022-09-18 00:29:50,910 - mmdet - INFO - Epoch [18][3250/7330] lr: 1.000e-04, eta: 21:38:57, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1664, s0.acc: 94.1304, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2153, s1.loss_cls: 0.0814, s1.acc: 94.1852, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1099, s2.loss_cls: 0.0398, s2.acc: 94.1459, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0526, loss: 1.0973 2022-09-18 00:30:19,427 - mmdet - INFO - Epoch [18][3300/7330] lr: 1.000e-04, eta: 21:38:28, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1660, s0.acc: 94.3284, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2119, s1.loss_cls: 0.0808, s1.acc: 94.3846, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1086, s2.loss_cls: 0.0405, s2.acc: 94.1758, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0518, loss: 1.0929 2022-09-18 00:30:47,949 - mmdet - INFO - Epoch [18][3350/7330] lr: 1.000e-04, eta: 21:37:59, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1713, s0.acc: 94.0344, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2183, s1.loss_cls: 0.0831, s1.acc: 94.0419, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1109, s2.loss_cls: 0.0412, s2.acc: 93.8691, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0527, loss: 1.1322 2022-09-18 00:31:15,795 - mmdet - INFO - Epoch [18][3400/7330] lr: 1.000e-04, eta: 21:37:30, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1726, s0.acc: 94.0535, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2154, s1.loss_cls: 0.0832, s1.acc: 94.0997, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1082, s2.loss_cls: 0.0409, s2.acc: 94.0700, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0518, loss: 1.1064 2022-09-18 00:31:44,178 - mmdet - INFO - Epoch [18][3450/7330] lr: 1.000e-04, eta: 21:37:01, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1782, s0.acc: 93.8687, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2249, s1.loss_cls: 0.0848, s1.acc: 93.9686, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1138, s2.loss_cls: 0.0414, s2.acc: 93.8996, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0544, loss: 1.1510 2022-09-18 00:32:13,195 - mmdet - INFO - Epoch [18][3500/7330] lr: 1.000e-04, eta: 21:36:33, time: 0.580, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1691, s0.acc: 94.1499, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2150, s1.loss_cls: 0.0820, s1.acc: 94.2054, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1099, s2.loss_cls: 0.0408, s2.acc: 94.0224, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0523, loss: 1.1090 2022-09-18 00:32:41,306 - mmdet - INFO - Epoch [18][3550/7330] lr: 1.000e-04, eta: 21:36:03, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1735, s0.acc: 93.9292, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2145, s1.loss_cls: 0.0840, s1.acc: 93.9736, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1092, s2.loss_cls: 0.0414, s2.acc: 93.8152, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0526, loss: 1.1251 2022-09-18 00:33:09,877 - mmdet - INFO - Epoch [18][3600/7330] lr: 1.000e-04, eta: 21:35:35, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1669, s0.acc: 94.1748, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2088, s1.loss_cls: 0.0812, s1.acc: 94.2026, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1073, s2.loss_cls: 0.0408, s2.acc: 94.0978, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0511, loss: 1.1051 2022-09-18 00:33:38,381 - mmdet - INFO - Epoch [18][3650/7330] lr: 1.000e-04, eta: 21:35:06, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1600, s0.acc: 94.4812, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2084, s1.loss_cls: 0.0774, s1.acc: 94.5609, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1073, s2.loss_cls: 0.0384, s2.acc: 94.4706, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0514, loss: 1.0696 2022-09-18 00:34:06,896 - mmdet - INFO - Epoch [18][3700/7330] lr: 1.000e-04, eta: 21:34:37, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1725, s0.acc: 94.0293, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2092, s1.loss_cls: 0.0835, s1.acc: 94.0986, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1058, s2.loss_cls: 0.0412, s2.acc: 94.0057, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0503, loss: 1.1046 2022-09-18 00:34:34,524 - mmdet - INFO - Epoch [18][3750/7330] lr: 1.000e-04, eta: 21:34:07, time: 0.552, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1675, s0.acc: 94.1482, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2161, s1.loss_cls: 0.0801, s1.acc: 94.2951, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1108, s2.loss_cls: 0.0392, s2.acc: 94.2491, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0528, loss: 1.0967 2022-09-18 00:35:02,505 - mmdet - INFO - Epoch [18][3800/7330] lr: 1.000e-04, eta: 21:33:38, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1769, s0.acc: 93.9678, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2163, s1.loss_cls: 0.0838, s1.acc: 94.0941, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1106, s2.loss_cls: 0.0408, s2.acc: 94.1273, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0531, loss: 1.1312 2022-09-18 00:35:30,492 - mmdet - INFO - Epoch [18][3850/7330] lr: 1.000e-04, eta: 21:33:09, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1706, s0.acc: 94.2820, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2105, s1.loss_cls: 0.0812, s1.acc: 94.4888, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1067, s2.loss_cls: 0.0398, s2.acc: 94.3689, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0511, loss: 1.0856 2022-09-18 00:35:59,018 - mmdet - INFO - Epoch [18][3900/7330] lr: 1.000e-04, eta: 21:32:40, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1760, s0.acc: 93.9883, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2211, s1.loss_cls: 0.0841, s1.acc: 94.1058, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1129, s2.loss_cls: 0.0413, s2.acc: 93.9673, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0539, loss: 1.1402 2022-09-18 00:36:27,226 - mmdet - INFO - Epoch [18][3950/7330] lr: 1.000e-04, eta: 21:32:11, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1661, s0.acc: 94.2400, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2096, s1.loss_cls: 0.0804, s1.acc: 94.2902, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1083, s2.loss_cls: 0.0399, s2.acc: 94.1541, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0517, loss: 1.0856 2022-09-18 00:36:55,169 - mmdet - INFO - Epoch [18][4000/7330] lr: 1.000e-04, eta: 21:31:41, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1667, s0.acc: 94.2383, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2128, s1.loss_cls: 0.0804, s1.acc: 94.3434, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1079, s2.loss_cls: 0.0391, s2.acc: 94.3972, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0515, loss: 1.0860 2022-09-18 00:37:23,292 - mmdet - INFO - Epoch [18][4050/7330] lr: 1.000e-04, eta: 21:31:12, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1781, s0.acc: 94.0076, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2144, s1.loss_cls: 0.0848, s1.acc: 94.1303, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1089, s2.loss_cls: 0.0409, s2.acc: 94.2041, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0520, loss: 1.1245 2022-09-18 00:37:51,728 - mmdet - INFO - Epoch [18][4100/7330] lr: 1.000e-04, eta: 21:30:43, time: 0.572, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1694, s0.acc: 94.2517, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2170, s1.loss_cls: 0.0799, s1.acc: 94.4284, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1112, s2.loss_cls: 0.0394, s2.acc: 94.2590, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0532, loss: 1.1094 2022-09-18 00:38:19,990 - mmdet - INFO - Epoch [18][4150/7330] lr: 1.000e-04, eta: 21:30:14, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1524, s0.acc: 94.7378, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2121, s1.loss_cls: 0.0734, s1.acc: 94.7489, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1080, s2.loss_cls: 0.0361, s2.acc: 94.7459, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0515, loss: 1.0438 2022-09-18 00:38:48,673 - mmdet - INFO - Epoch [18][4200/7330] lr: 1.000e-04, eta: 21:29:46, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1658, s0.acc: 94.2429, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2124, s1.loss_cls: 0.0805, s1.acc: 94.2175, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1088, s2.loss_cls: 0.0404, s2.acc: 94.0579, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0527, loss: 1.1034 2022-09-18 00:39:17,464 - mmdet - INFO - Epoch [18][4250/7330] lr: 1.000e-04, eta: 21:29:17, time: 0.576, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1820, s0.acc: 93.6736, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2215, s1.loss_cls: 0.0877, s1.acc: 93.7395, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1132, s2.loss_cls: 0.0431, s2.acc: 93.6862, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0542, loss: 1.1719 2022-09-18 00:39:46,037 - mmdet - INFO - Epoch [18][4300/7330] lr: 1.000e-04, eta: 21:28:48, time: 0.571, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1711, s0.acc: 94.0356, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2207, s1.loss_cls: 0.0819, s1.acc: 94.1854, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1119, s2.loss_cls: 0.0407, s2.acc: 94.0199, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0537, loss: 1.1408 2022-09-18 00:40:14,179 - mmdet - INFO - Epoch [18][4350/7330] lr: 1.000e-04, eta: 21:28:19, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1796, s0.acc: 94.0039, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2189, s1.loss_cls: 0.0863, s1.acc: 94.1341, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1120, s2.loss_cls: 0.0417, s2.acc: 94.1554, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0538, loss: 1.1404 2022-09-18 00:40:42,325 - mmdet - INFO - Epoch [18][4400/7330] lr: 1.000e-04, eta: 21:27:50, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1720, s0.acc: 94.0552, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2122, s1.loss_cls: 0.0844, s1.acc: 94.0471, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1100, s2.loss_cls: 0.0410, s2.acc: 94.0100, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0527, loss: 1.1194 2022-09-18 00:41:10,495 - mmdet - INFO - Epoch [18][4450/7330] lr: 1.000e-04, eta: 21:27:21, time: 0.564, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1662, s0.acc: 94.3123, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2177, s1.loss_cls: 0.0791, s1.acc: 94.3673, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1109, s2.loss_cls: 0.0389, s2.acc: 94.3883, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0530, loss: 1.1100 2022-09-18 00:41:38,580 - mmdet - INFO - Epoch [18][4500/7330] lr: 1.000e-04, eta: 21:26:52, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1642, s0.acc: 94.3914, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2169, s1.loss_cls: 0.0781, s1.acc: 94.4720, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1111, s2.loss_cls: 0.0385, s2.acc: 94.4659, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0531, loss: 1.0927 2022-09-18 00:42:07,351 - mmdet - INFO - Epoch [18][4550/7330] lr: 1.000e-04, eta: 21:26:23, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1574, s0.acc: 94.5469, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2108, s1.loss_cls: 0.0756, s1.acc: 94.6183, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1085, s2.loss_cls: 0.0374, s2.acc: 94.6011, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0515, loss: 1.0576 2022-09-18 00:42:35,445 - mmdet - INFO - Epoch [18][4600/7330] lr: 1.000e-04, eta: 21:25:54, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1694, s0.acc: 94.1277, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2177, s1.loss_cls: 0.0818, s1.acc: 94.1908, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1107, s2.loss_cls: 0.0406, s2.acc: 94.1024, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0524, loss: 1.1076 2022-09-18 00:43:03,760 - mmdet - INFO - Epoch [18][4650/7330] lr: 1.000e-04, eta: 21:25:25, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1706, s0.acc: 94.1689, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2168, s1.loss_cls: 0.0817, s1.acc: 94.3447, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1101, s2.loss_cls: 0.0404, s2.acc: 94.1062, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0526, loss: 1.1141 2022-09-18 00:43:32,251 - mmdet - INFO - Epoch [18][4700/7330] lr: 1.000e-04, eta: 21:24:56, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1615, s0.acc: 94.4673, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2133, s1.loss_cls: 0.0782, s1.acc: 94.5049, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1089, s2.loss_cls: 0.0388, s2.acc: 94.3404, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0523, loss: 1.0810 2022-09-18 00:44:00,879 - mmdet - INFO - Epoch [18][4750/7330] lr: 1.000e-04, eta: 21:24:27, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1675, s0.acc: 94.1802, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2126, s1.loss_cls: 0.0807, s1.acc: 94.2562, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1093, s2.loss_cls: 0.0405, s2.acc: 94.0990, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0523, loss: 1.1058 2022-09-18 00:44:29,808 - mmdet - INFO - Epoch [18][4800/7330] lr: 1.000e-04, eta: 21:23:59, time: 0.578, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1773, s0.acc: 93.8911, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2173, s1.loss_cls: 0.0855, s1.acc: 93.9228, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1099, s2.loss_cls: 0.0423, s2.acc: 93.7600, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0520, loss: 1.1429 2022-09-18 00:44:58,370 - mmdet - INFO - Epoch [18][4850/7330] lr: 1.000e-04, eta: 21:23:30, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1703, s0.acc: 93.9988, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2181, s1.loss_cls: 0.0832, s1.acc: 94.0102, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1117, s2.loss_cls: 0.0411, s2.acc: 93.8294, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0534, loss: 1.1292 2022-09-18 00:45:26,664 - mmdet - INFO - Epoch [18][4900/7330] lr: 1.000e-04, eta: 21:23:01, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1743, s0.acc: 94.0015, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2200, s1.loss_cls: 0.0858, s1.acc: 94.0332, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1119, s2.loss_cls: 0.0431, s2.acc: 93.8921, s2.loss_bbox: 0.0464, s2.loss_mask: 0.0530, loss: 1.1456 2022-09-18 00:45:55,256 - mmdet - INFO - Epoch [18][4950/7330] lr: 1.000e-04, eta: 21:22:33, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1736, s0.acc: 94.0618, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2135, s1.loss_cls: 0.0834, s1.acc: 94.1879, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1082, s2.loss_cls: 0.0407, s2.acc: 94.1350, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0515, loss: 1.1079 2022-09-18 00:46:23,498 - mmdet - INFO - Epoch [18][5000/7330] lr: 1.000e-04, eta: 21:22:04, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1676, s0.acc: 94.2009, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2114, s1.loss_cls: 0.0803, s1.acc: 94.2380, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1078, s2.loss_cls: 0.0396, s2.acc: 94.2018, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0514, loss: 1.0978 2022-09-18 00:46:51,999 - mmdet - INFO - Epoch [18][5050/7330] lr: 1.000e-04, eta: 21:21:35, time: 0.570, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1784, s0.acc: 93.7427, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2172, s1.loss_cls: 0.0874, s1.acc: 93.7818, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1109, s2.loss_cls: 0.0433, s2.acc: 93.7115, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0531, loss: 1.1511 2022-09-18 00:47:20,347 - mmdet - INFO - Epoch [18][5100/7330] lr: 1.000e-04, eta: 21:21:06, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1705, s0.acc: 94.2334, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2089, s1.loss_cls: 0.0832, s1.acc: 94.2186, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1071, s2.loss_cls: 0.0413, s2.acc: 94.1364, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0513, loss: 1.1043 2022-09-18 00:47:48,017 - mmdet - INFO - Epoch [18][5150/7330] lr: 1.000e-04, eta: 21:20:36, time: 0.553, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1644, s0.acc: 94.3860, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2196, s1.loss_cls: 0.0784, s1.acc: 94.6333, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1108, s2.loss_cls: 0.0380, s2.acc: 94.4803, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0526, loss: 1.0933 2022-09-18 00:48:16,479 - mmdet - INFO - Epoch [18][5200/7330] lr: 1.000e-04, eta: 21:20:07, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1611, s0.acc: 94.4297, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2108, s1.loss_cls: 0.0771, s1.acc: 94.5212, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1071, s2.loss_cls: 0.0382, s2.acc: 94.5060, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0510, loss: 1.0697 2022-09-18 00:48:44,437 - mmdet - INFO - Epoch [18][5250/7330] lr: 1.000e-04, eta: 21:19:38, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1762, s0.acc: 93.8911, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2177, s1.loss_cls: 0.0852, s1.acc: 93.9406, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1103, s2.loss_cls: 0.0421, s2.acc: 93.8242, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0529, loss: 1.1459 2022-09-18 00:49:13,032 - mmdet - INFO - Epoch [18][5300/7330] lr: 1.000e-04, eta: 21:19:09, time: 0.572, data_time: 0.014, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1725, s0.acc: 94.0237, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2220, s1.loss_cls: 0.0829, s1.acc: 94.0636, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1125, s2.loss_cls: 0.0409, s2.acc: 94.0289, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0532, loss: 1.1306 2022-09-18 00:49:40,876 - mmdet - INFO - Epoch [18][5350/7330] lr: 1.000e-04, eta: 21:18:40, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1634, s0.acc: 94.2515, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2087, s1.loss_cls: 0.0797, s1.acc: 94.2596, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1071, s2.loss_cls: 0.0392, s2.acc: 94.1894, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0510, loss: 1.0773 2022-09-18 00:50:08,935 - mmdet - INFO - Epoch [18][5400/7330] lr: 1.000e-04, eta: 21:18:11, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1645, s0.acc: 94.3142, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2166, s1.loss_cls: 0.0784, s1.acc: 94.4294, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1097, s2.loss_cls: 0.0386, s2.acc: 94.4182, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0525, loss: 1.0941 2022-09-18 00:50:37,596 - mmdet - INFO - Epoch [18][5450/7330] lr: 1.000e-04, eta: 21:17:42, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1649, s0.acc: 94.3018, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2107, s1.loss_cls: 0.0806, s1.acc: 94.3514, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1079, s2.loss_cls: 0.0396, s2.acc: 94.2805, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0517, loss: 1.0903 2022-09-18 00:51:06,223 - mmdet - INFO - Epoch [18][5500/7330] lr: 1.000e-04, eta: 21:17:13, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1781, s0.acc: 93.9438, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2188, s1.loss_cls: 0.0861, s1.acc: 93.9180, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1120, s2.loss_cls: 0.0429, s2.acc: 93.6762, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0536, loss: 1.1368 2022-09-18 00:51:35,073 - mmdet - INFO - Epoch [18][5550/7330] lr: 1.000e-04, eta: 21:16:45, time: 0.577, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1763, s0.acc: 93.9653, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2199, s1.loss_cls: 0.0856, s1.acc: 93.9604, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1121, s2.loss_cls: 0.0424, s2.acc: 93.8515, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0532, loss: 1.1442 2022-09-18 00:52:03,273 - mmdet - INFO - Epoch [18][5600/7330] lr: 1.000e-04, eta: 21:16:16, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1740, s0.acc: 93.9695, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2221, s1.loss_cls: 0.0845, s1.acc: 94.0141, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1120, s2.loss_cls: 0.0411, s2.acc: 94.0509, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0536, loss: 1.1355 2022-09-18 00:52:30,994 - mmdet - INFO - Epoch [18][5650/7330] lr: 1.000e-04, eta: 21:15:46, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1672, s0.acc: 94.1814, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2162, s1.loss_cls: 0.0821, s1.acc: 94.1511, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1097, s2.loss_cls: 0.0403, s2.acc: 94.0957, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0523, loss: 1.1056 2022-09-18 00:52:59,150 - mmdet - INFO - Epoch [18][5700/7330] lr: 1.000e-04, eta: 21:15:17, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1647, s0.acc: 94.4087, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2073, s1.loss_cls: 0.0793, s1.acc: 94.4806, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1061, s2.loss_cls: 0.0393, s2.acc: 94.2879, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0508, loss: 1.0654 2022-09-18 00:53:27,500 - mmdet - INFO - Epoch [18][5750/7330] lr: 1.000e-04, eta: 21:14:48, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1742, s0.acc: 94.0576, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2190, s1.loss_cls: 0.0837, s1.acc: 94.1029, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1119, s2.loss_cls: 0.0410, s2.acc: 94.0219, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0533, loss: 1.1208 2022-09-18 00:53:55,603 - mmdet - INFO - Epoch [18][5800/7330] lr: 1.000e-04, eta: 21:14:19, time: 0.562, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1662, s0.acc: 94.3806, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2176, s1.loss_cls: 0.0792, s1.acc: 94.5376, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1104, s2.loss_cls: 0.0388, s2.acc: 94.4992, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0525, loss: 1.0908 2022-09-18 00:54:23,501 - mmdet - INFO - Epoch [18][5850/7330] lr: 1.000e-04, eta: 21:13:49, time: 0.558, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1576, s0.acc: 94.6182, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2165, s1.loss_cls: 0.0751, s1.acc: 94.7616, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1106, s2.loss_cls: 0.0369, s2.acc: 94.6524, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0525, loss: 1.0646 2022-09-18 00:54:51,702 - mmdet - INFO - Epoch [18][5900/7330] lr: 1.000e-04, eta: 21:13:20, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1685, s0.acc: 94.2527, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2109, s1.loss_cls: 0.0810, s1.acc: 94.3435, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1082, s2.loss_cls: 0.0398, s2.acc: 94.2236, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0518, loss: 1.0869 2022-09-18 00:55:20,438 - mmdet - INFO - Epoch [18][5950/7330] lr: 1.000e-04, eta: 21:12:52, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1805, s0.acc: 93.9014, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2165, s1.loss_cls: 0.0875, s1.acc: 93.9889, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1112, s2.loss_cls: 0.0427, s2.acc: 94.0275, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0531, loss: 1.1420 2022-09-18 00:55:48,484 - mmdet - INFO - Epoch [18][6000/7330] lr: 1.000e-04, eta: 21:12:23, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1763, s0.acc: 94.0073, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2156, s1.loss_cls: 0.0847, s1.acc: 94.0917, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1094, s2.loss_cls: 0.0411, s2.acc: 94.0656, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0527, loss: 1.1285 2022-09-18 00:56:17,142 - mmdet - INFO - Epoch [18][6050/7330] lr: 1.000e-04, eta: 21:11:54, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1724, s0.acc: 94.1404, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2138, s1.loss_cls: 0.0831, s1.acc: 94.1204, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1095, s2.loss_cls: 0.0412, s2.acc: 94.0355, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0525, loss: 1.1094 2022-09-18 00:56:45,400 - mmdet - INFO - Epoch [18][6100/7330] lr: 1.000e-04, eta: 21:11:25, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1673, s0.acc: 94.3088, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2160, s1.loss_cls: 0.0820, s1.acc: 94.2855, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1096, s2.loss_cls: 0.0398, s2.acc: 94.2235, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0522, loss: 1.0860 2022-09-18 00:57:13,481 - mmdet - INFO - Epoch [18][6150/7330] lr: 1.000e-04, eta: 21:10:56, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1557, s0.acc: 94.6162, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2104, s1.loss_cls: 0.0750, s1.acc: 94.7285, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1062, s2.loss_cls: 0.0379, s2.acc: 94.5460, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0507, loss: 1.0531 2022-09-18 00:57:41,799 - mmdet - INFO - Epoch [18][6200/7330] lr: 1.000e-04, eta: 21:10:27, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1608, s0.acc: 94.4082, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2088, s1.loss_cls: 0.0782, s1.acc: 94.4303, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1075, s2.loss_cls: 0.0391, s2.acc: 94.2089, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0514, loss: 1.0747 2022-09-18 00:58:10,091 - mmdet - INFO - Epoch [18][6250/7330] lr: 1.000e-04, eta: 21:09:58, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1722, s0.acc: 94.0549, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2261, s1.loss_cls: 0.0836, s1.acc: 94.0431, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1157, s2.loss_cls: 0.0412, s2.acc: 93.9544, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0553, loss: 1.1356 2022-09-18 00:58:38,174 - mmdet - INFO - Epoch [18][6300/7330] lr: 1.000e-04, eta: 21:09:28, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1743, s0.acc: 94.1082, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2194, s1.loss_cls: 0.0846, s1.acc: 94.1471, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1108, s2.loss_cls: 0.0413, s2.acc: 94.1076, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0525, loss: 1.1215 2022-09-18 00:59:06,364 - mmdet - INFO - Epoch [18][6350/7330] lr: 1.000e-04, eta: 21:08:59, time: 0.564, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1787, s0.acc: 93.7930, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2206, s1.loss_cls: 0.0866, s1.acc: 93.8249, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1122, s2.loss_cls: 0.0430, s2.acc: 93.7011, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0536, loss: 1.1454 2022-09-18 00:59:34,075 - mmdet - INFO - Epoch [18][6400/7330] lr: 1.000e-04, eta: 21:08:30, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1674, s0.acc: 94.3005, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2140, s1.loss_cls: 0.0805, s1.acc: 94.4010, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1073, s2.loss_cls: 0.0391, s2.acc: 94.4647, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0508, loss: 1.0819 2022-09-18 01:00:02,378 - mmdet - INFO - Epoch [18][6450/7330] lr: 1.000e-04, eta: 21:08:01, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1680, s0.acc: 94.2480, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2130, s1.loss_cls: 0.0816, s1.acc: 94.2991, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1097, s2.loss_cls: 0.0403, s2.acc: 94.2000, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0526, loss: 1.1006 2022-09-18 01:00:30,800 - mmdet - INFO - Epoch [18][6500/7330] lr: 1.000e-04, eta: 21:07:32, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1681, s0.acc: 94.3584, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2166, s1.loss_cls: 0.0815, s1.acc: 94.3543, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1109, s2.loss_cls: 0.0401, s2.acc: 94.2752, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0528, loss: 1.1006 2022-09-18 01:00:59,224 - mmdet - INFO - Epoch [18][6550/7330] lr: 1.000e-04, eta: 21:07:03, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1695, s0.acc: 94.1890, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2180, s1.loss_cls: 0.0821, s1.acc: 94.2055, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1108, s2.loss_cls: 0.0409, s2.acc: 94.0931, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0527, loss: 1.1101 2022-09-18 01:01:27,475 - mmdet - INFO - Epoch [18][6600/7330] lr: 1.000e-04, eta: 21:06:34, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1688, s0.acc: 94.2090, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2133, s1.loss_cls: 0.0816, s1.acc: 94.2407, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1093, s2.loss_cls: 0.0405, s2.acc: 94.1258, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0525, loss: 1.1137 2022-09-18 01:01:55,860 - mmdet - INFO - Epoch [18][6650/7330] lr: 1.000e-04, eta: 21:06:05, time: 0.569, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1700, s0.acc: 94.2217, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2164, s1.loss_cls: 0.0817, s1.acc: 94.2661, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1099, s2.loss_cls: 0.0404, s2.acc: 94.0860, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0524, loss: 1.1073 2022-09-18 01:02:24,285 - mmdet - INFO - Epoch [18][6700/7330] lr: 1.000e-04, eta: 21:05:36, time: 0.568, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1676, s0.acc: 94.3157, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2120, s1.loss_cls: 0.0810, s1.acc: 94.3809, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1073, s2.loss_cls: 0.0389, s2.acc: 94.4313, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0516, loss: 1.0844 2022-09-18 01:02:52,979 - mmdet - INFO - Epoch [18][6750/7330] lr: 1.000e-04, eta: 21:05:08, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1691, s0.acc: 94.1992, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2183, s1.loss_cls: 0.0807, s1.acc: 94.3647, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1125, s2.loss_cls: 0.0405, s2.acc: 94.1544, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0539, loss: 1.1218 2022-09-18 01:03:21,342 - mmdet - INFO - Epoch [18][6800/7330] lr: 1.000e-04, eta: 21:04:39, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1769, s0.acc: 93.8835, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2229, s1.loss_cls: 0.0850, s1.acc: 93.9870, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1114, s2.loss_cls: 0.0414, s2.acc: 94.0019, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0527, loss: 1.1495 2022-09-18 01:03:49,578 - mmdet - INFO - Epoch [18][6850/7330] lr: 1.000e-04, eta: 21:04:10, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1611, s0.acc: 94.3860, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2150, s1.loss_cls: 0.0774, s1.acc: 94.4629, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1093, s2.loss_cls: 0.0385, s2.acc: 94.3122, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0522, loss: 1.0858 2022-09-18 01:04:17,974 - mmdet - INFO - Epoch [18][6900/7330] lr: 1.000e-04, eta: 21:03:41, time: 0.567, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1659, s0.acc: 94.2041, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2101, s1.loss_cls: 0.0791, s1.acc: 94.3294, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1079, s2.loss_cls: 0.0390, s2.acc: 94.2791, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0517, loss: 1.0940 2022-09-18 01:04:46,192 - mmdet - INFO - Epoch [18][6950/7330] lr: 1.000e-04, eta: 21:03:12, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1632, s0.acc: 94.4973, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2146, s1.loss_cls: 0.0780, s1.acc: 94.5283, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1093, s2.loss_cls: 0.0385, s2.acc: 94.4227, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0523, loss: 1.0835 2022-09-18 01:05:15,306 - mmdet - INFO - Epoch [18][7000/7330] lr: 1.000e-04, eta: 21:02:44, time: 0.582, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1719, s0.acc: 94.0339, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2164, s1.loss_cls: 0.0833, s1.acc: 94.0557, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1105, s2.loss_cls: 0.0411, s2.acc: 93.9966, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0529, loss: 1.1211 2022-09-18 01:05:43,816 - mmdet - INFO - Epoch [18][7050/7330] lr: 1.000e-04, eta: 21:02:15, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1739, s0.acc: 94.0146, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2145, s1.loss_cls: 0.0845, s1.acc: 94.0481, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1087, s2.loss_cls: 0.0414, s2.acc: 93.9766, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0519, loss: 1.1247 2022-09-18 01:06:12,132 - mmdet - INFO - Epoch [18][7100/7330] lr: 1.000e-04, eta: 21:01:46, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1722, s0.acc: 94.0220, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2258, s1.loss_cls: 0.0839, s1.acc: 94.0167, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1154, s2.loss_cls: 0.0416, s2.acc: 93.8632, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0547, loss: 1.1443 2022-09-18 01:06:40,369 - mmdet - INFO - Epoch [18][7150/7330] lr: 1.000e-04, eta: 21:01:17, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1726, s0.acc: 94.0884, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2199, s1.loss_cls: 0.0826, s1.acc: 94.1906, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1124, s2.loss_cls: 0.0408, s2.acc: 94.1016, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0537, loss: 1.1229 2022-09-18 01:07:08,570 - mmdet - INFO - Epoch [18][7200/7330] lr: 1.000e-04, eta: 21:00:48, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1672, s0.acc: 94.3486, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2099, s1.loss_cls: 0.0798, s1.acc: 94.4164, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1085, s2.loss_cls: 0.0390, s2.acc: 94.4044, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0519, loss: 1.0738 2022-09-18 01:07:36,377 - mmdet - INFO - Epoch [18][7250/7330] lr: 1.000e-04, eta: 21:00:18, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1703, s0.acc: 94.2227, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2182, s1.loss_cls: 0.0815, s1.acc: 94.3028, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1116, s2.loss_cls: 0.0401, s2.acc: 94.2263, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0532, loss: 1.1160 2022-09-18 01:08:05,050 - mmdet - INFO - Epoch [18][7300/7330] lr: 1.000e-04, eta: 20:59:50, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1717, s0.acc: 94.0632, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2186, s1.loss_cls: 0.0823, s1.acc: 94.1445, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1122, s2.loss_cls: 0.0408, s2.acc: 94.0516, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0537, loss: 1.1301 2022-09-18 01:08:30,916 - mmdet - INFO - Saving checkpoint at 18 epochs 2022-09-18 01:10:17,079 - mmdet - INFO - Evaluating bbox... 2022-09-18 01:10:45,626 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.477 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.664 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.514 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.315 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 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.616 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.616 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.616 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.441 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.770 2022-09-18 01:10:45,626 - mmdet - INFO - Evaluating segm... 2022-09-18 01:11:17,859 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.412 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.635 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.443 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 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.538 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.538 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.538 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.364 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 ] = 0.702 2022-09-18 01:11:18,366 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 01:11:18,366 - mmdet - INFO - Epoch(val) [18][313] bbox_mAP: 0.4770, bbox_mAP_50: 0.6640, bbox_mAP_75: 0.5140, bbox_mAP_s: 0.3150, bbox_mAP_m: 0.5060, bbox_mAP_l: 0.6330, bbox_mAP_copypaste: 0.477 0.664 0.514 0.315 0.506 0.633, segm_mAP: 0.4120, segm_mAP_50: 0.6350, segm_mAP_75: 0.4430, segm_mAP_s: 0.2230, segm_mAP_m: 0.4370, segm_mAP_l: 0.6020, segm_mAP_copypaste: 0.412 0.635 0.443 0.223 0.437 0.602 2022-09-18 01:13:31,219 - mmdet - INFO - Epoch [19][50/7330] lr: 1.000e-04, eta: 21:00:31, time: 2.656, data_time: 2.052, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1639, s0.acc: 94.4033, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2119, s1.loss_cls: 0.0787, s1.acc: 94.4725, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1077, s2.loss_cls: 0.0387, s2.acc: 94.3822, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0513, loss: 1.0716 2022-09-18 01:14:00,502 - mmdet - INFO - Epoch [19][100/7330] lr: 1.000e-04, eta: 21:00:03, time: 0.586, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1544, s0.acc: 94.5183, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2140, s1.loss_cls: 0.0739, s1.acc: 94.6406, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1088, s2.loss_cls: 0.0366, s2.acc: 94.4715, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0520, loss: 1.0698 2022-09-18 01:14:28,451 - mmdet - INFO - Epoch [19][150/7330] lr: 1.000e-04, eta: 20:59:33, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1610, s0.acc: 94.3381, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2083, s1.loss_cls: 0.0772, s1.acc: 94.4289, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1065, s2.loss_cls: 0.0377, s2.acc: 94.3992, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0513, loss: 1.0812 2022-09-18 01:14:57,310 - mmdet - INFO - Epoch [19][200/7330] lr: 1.000e-04, eta: 20:59:05, time: 0.577, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1666, s0.acc: 94.1619, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2123, s1.loss_cls: 0.0790, s1.acc: 94.2734, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1082, s2.loss_cls: 0.0388, s2.acc: 94.2864, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0517, loss: 1.1035 2022-09-18 01:15:25,645 - mmdet - INFO - Epoch [19][250/7330] lr: 1.000e-04, eta: 20:58:36, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1624, s0.acc: 94.2893, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2071, s1.loss_cls: 0.0781, s1.acc: 94.4199, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1064, s2.loss_cls: 0.0382, s2.acc: 94.4046, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0509, loss: 1.0770 2022-09-18 01:15:54,059 - mmdet - INFO - Epoch [19][300/7330] lr: 1.000e-04, eta: 20:58:07, time: 0.568, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1573, s0.acc: 94.5034, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2129, s1.loss_cls: 0.0764, s1.acc: 94.5375, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1089, s2.loss_cls: 0.0379, s2.acc: 94.4030, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0519, loss: 1.0796 2022-09-18 01:16:22,578 - mmdet - INFO - Epoch [19][350/7330] lr: 1.000e-04, eta: 20:57:38, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1646, s0.acc: 94.1943, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2105, s1.loss_cls: 0.0796, s1.acc: 94.2867, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1078, s2.loss_cls: 0.0393, s2.acc: 94.2102, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0516, loss: 1.0941 2022-09-18 01:16:51,381 - mmdet - INFO - Epoch [19][400/7330] lr: 1.000e-04, eta: 20:57:10, time: 0.577, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1752, s0.acc: 93.9260, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2172, s1.loss_cls: 0.0834, s1.acc: 94.0681, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1099, s2.loss_cls: 0.0409, s2.acc: 94.0021, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0525, loss: 1.1319 2022-09-18 01:17:19,481 - mmdet - INFO - Epoch [19][450/7330] lr: 1.000e-04, eta: 20:56:40, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1573, s0.acc: 94.5403, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2136, s1.loss_cls: 0.0760, s1.acc: 94.6230, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1088, s2.loss_cls: 0.0375, s2.acc: 94.4905, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0519, loss: 1.0646 2022-09-18 01:17:47,919 - mmdet - INFO - Epoch [19][500/7330] lr: 1.000e-04, eta: 20:56:11, time: 0.569, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1608, s0.acc: 94.4463, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2073, s1.loss_cls: 0.0765, s1.acc: 94.6010, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1063, s2.loss_cls: 0.0377, s2.acc: 94.4484, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0511, loss: 1.0710 2022-09-18 01:18:16,036 - mmdet - INFO - Epoch [19][550/7330] lr: 1.000e-04, eta: 20:55:42, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1620, s0.acc: 94.3909, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2124, s1.loss_cls: 0.0771, s1.acc: 94.4745, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1082, s2.loss_cls: 0.0376, s2.acc: 94.5506, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0515, loss: 1.0844 2022-09-18 01:18:43,807 - mmdet - INFO - Epoch [19][600/7330] lr: 1.000e-04, eta: 20:55:13, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1541, s0.acc: 94.6414, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2056, s1.loss_cls: 0.0730, s1.acc: 94.8196, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1065, s2.loss_cls: 0.0364, s2.acc: 94.7364, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0516, loss: 1.0362 2022-09-18 01:19:11,945 - mmdet - INFO - Epoch [19][650/7330] lr: 1.000e-04, eta: 20:54:43, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1612, s0.acc: 94.5525, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2056, s1.loss_cls: 0.0776, s1.acc: 94.6455, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1066, s2.loss_cls: 0.0384, s2.acc: 94.5385, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0511, loss: 1.0530 2022-09-18 01:19:40,305 - mmdet - INFO - Epoch [19][700/7330] lr: 1.000e-04, eta: 20:54:14, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1766, s0.acc: 93.9436, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2129, s1.loss_cls: 0.0844, s1.acc: 94.0496, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1073, s2.loss_cls: 0.0405, s2.acc: 94.1437, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0512, loss: 1.1061 2022-09-18 01:20:08,284 - mmdet - INFO - Epoch [19][750/7330] lr: 1.000e-04, eta: 20:53:45, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1613, s0.acc: 94.4392, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2164, s1.loss_cls: 0.0775, s1.acc: 94.5362, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1106, s2.loss_cls: 0.0387, s2.acc: 94.3638, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0527, loss: 1.0936 2022-09-18 01:20:36,841 - mmdet - INFO - Epoch [19][800/7330] lr: 1.000e-04, eta: 20:53:16, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1701, s0.acc: 94.1077, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2188, s1.loss_cls: 0.0814, s1.acc: 94.1959, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1114, s2.loss_cls: 0.0396, s2.acc: 94.0547, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0531, loss: 1.1294 2022-09-18 01:21:05,079 - mmdet - INFO - Epoch [19][850/7330] lr: 1.000e-04, eta: 20:52:47, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1575, s0.acc: 94.5952, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2092, s1.loss_cls: 0.0757, s1.acc: 94.6882, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1065, s2.loss_cls: 0.0374, s2.acc: 94.5526, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0511, loss: 1.0554 2022-09-18 01:21:33,706 - mmdet - INFO - Epoch [19][900/7330] lr: 1.000e-04, eta: 20:52:19, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1686, s0.acc: 94.1069, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2176, s1.loss_cls: 0.0798, s1.acc: 94.3257, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1101, s2.loss_cls: 0.0392, s2.acc: 94.1147, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0527, loss: 1.1161 2022-09-18 01:22:02,164 - mmdet - INFO - Epoch [19][950/7330] lr: 1.000e-04, eta: 20:51:50, time: 0.569, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1551, s0.acc: 94.4832, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2138, s1.loss_cls: 0.0761, s1.acc: 94.4785, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1095, s2.loss_cls: 0.0377, s2.acc: 94.3579, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0523, loss: 1.0659 2022-09-18 01:22:30,133 - mmdet - INFO - Epoch [19][1000/7330] lr: 1.000e-04, eta: 20:51:20, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1539, s0.acc: 94.7188, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2084, s1.loss_cls: 0.0741, s1.acc: 94.7790, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1073, s2.loss_cls: 0.0359, s2.acc: 94.7641, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0513, loss: 1.0393 2022-09-18 01:22:58,518 - mmdet - INFO - Epoch [19][1050/7330] lr: 1.000e-04, eta: 20:50:51, time: 0.567, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1775, s0.acc: 93.7637, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2183, s1.loss_cls: 0.0847, s1.acc: 93.9107, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1114, s2.loss_cls: 0.0416, s2.acc: 93.8263, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0528, loss: 1.1411 2022-09-18 01:23:27,150 - mmdet - INFO - Epoch [19][1100/7330] lr: 1.000e-04, eta: 20:50:23, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1720, s0.acc: 94.0142, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2084, s1.loss_cls: 0.0831, s1.acc: 94.1931, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1064, s2.loss_cls: 0.0410, s2.acc: 94.1004, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0511, loss: 1.1092 2022-09-18 01:23:55,652 - mmdet - INFO - Epoch [19][1150/7330] lr: 1.000e-04, eta: 20:49:54, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1641, s0.acc: 94.2988, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2124, s1.loss_cls: 0.0796, s1.acc: 94.3279, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1074, s2.loss_cls: 0.0395, s2.acc: 94.1340, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0517, loss: 1.0893 2022-09-18 01:24:23,776 - mmdet - INFO - Epoch [19][1200/7330] lr: 1.000e-04, eta: 20:49:25, time: 0.563, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1701, s0.acc: 94.0835, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2122, s1.loss_cls: 0.0807, s1.acc: 94.2329, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1086, s2.loss_cls: 0.0395, s2.acc: 94.2324, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0519, loss: 1.1030 2022-09-18 01:24:52,646 - mmdet - INFO - Epoch [19][1250/7330] lr: 1.000e-04, eta: 20:48:56, time: 0.576, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1717, s0.acc: 93.9792, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2143, s1.loss_cls: 0.0823, s1.acc: 94.0933, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1100, s2.loss_cls: 0.0408, s2.acc: 94.0059, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0524, loss: 1.1249 2022-09-18 01:25:21,219 - mmdet - INFO - Epoch [19][1300/7330] lr: 1.000e-04, eta: 20:48:27, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1552, s0.acc: 94.6646, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2010, s1.loss_cls: 0.0739, s1.acc: 94.7967, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1037, s2.loss_cls: 0.0366, s2.acc: 94.6847, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0497, loss: 1.0349 2022-09-18 01:25:51,976 - mmdet - INFO - Epoch [19][1350/7330] lr: 1.000e-04, eta: 20:48:01, time: 0.616, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1729, s0.acc: 94.0745, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2184, s1.loss_cls: 0.0823, s1.acc: 94.2232, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1106, s2.loss_cls: 0.0406, s2.acc: 94.1241, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0529, loss: 1.1265 2022-09-18 01:26:21,033 - mmdet - INFO - Epoch [19][1400/7330] lr: 1.000e-04, eta: 20:47:32, time: 0.581, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1660, s0.acc: 94.1946, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2150, s1.loss_cls: 0.0791, s1.acc: 94.2424, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1099, s2.loss_cls: 0.0393, s2.acc: 94.1451, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0526, loss: 1.0971 2022-09-18 01:26:49,427 - mmdet - INFO - Epoch [19][1450/7330] lr: 1.000e-04, eta: 20:47:04, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1733, s0.acc: 93.9722, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2186, s1.loss_cls: 0.0834, s1.acc: 93.9886, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1112, s2.loss_cls: 0.0409, s2.acc: 93.8992, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0530, loss: 1.1352 2022-09-18 01:27:18,610 - mmdet - INFO - Epoch [19][1500/7330] lr: 1.000e-04, eta: 20:46:35, time: 0.584, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1755, s0.acc: 93.9465, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2226, s1.loss_cls: 0.0845, s1.acc: 93.9648, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1125, s2.loss_cls: 0.0414, s2.acc: 93.9292, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0536, loss: 1.1522 2022-09-18 01:27:47,248 - mmdet - INFO - Epoch [19][1550/7330] lr: 1.000e-04, eta: 20:46:07, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1596, s0.acc: 94.2949, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2082, s1.loss_cls: 0.0770, s1.acc: 94.3139, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1070, s2.loss_cls: 0.0385, s2.acc: 94.1367, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0515, loss: 1.0705 2022-09-18 01:28:15,199 - mmdet - INFO - Epoch [19][1600/7330] lr: 1.000e-04, eta: 20:45:37, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1658, s0.acc: 94.2883, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2182, s1.loss_cls: 0.0786, s1.acc: 94.4031, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1099, s2.loss_cls: 0.0388, s2.acc: 94.2456, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0527, loss: 1.0968 2022-09-18 01:28:42,900 - mmdet - INFO - Epoch [19][1650/7330] lr: 1.000e-04, eta: 20:45:08, time: 0.554, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1613, s0.acc: 94.3843, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2163, s1.loss_cls: 0.0774, s1.acc: 94.4379, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1098, s2.loss_cls: 0.0378, s2.acc: 94.4383, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0529, loss: 1.0802 2022-09-18 01:29:12,845 - mmdet - INFO - Epoch [19][1700/7330] lr: 1.000e-04, eta: 20:44:40, time: 0.599, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1733, s0.acc: 93.9819, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2173, s1.loss_cls: 0.0832, s1.acc: 94.0520, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1100, s2.loss_cls: 0.0407, s2.acc: 93.9518, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0527, loss: 1.1341 2022-09-18 01:29:41,176 - mmdet - INFO - Epoch [19][1750/7330] lr: 1.000e-04, eta: 20:44:11, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1614, s0.acc: 94.4094, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2141, s1.loss_cls: 0.0770, s1.acc: 94.4956, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1096, s2.loss_cls: 0.0378, s2.acc: 94.4678, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0525, loss: 1.0786 2022-09-18 01:30:09,780 - mmdet - INFO - Epoch [19][1800/7330] lr: 1.000e-04, eta: 20:43:42, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1672, s0.acc: 94.2280, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2101, s1.loss_cls: 0.0811, s1.acc: 94.2966, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1074, s2.loss_cls: 0.0393, s2.acc: 94.2787, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0512, loss: 1.0863 2022-09-18 01:30:37,548 - mmdet - INFO - Epoch [19][1850/7330] lr: 1.000e-04, eta: 20:43:13, time: 0.556, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1634, s0.acc: 94.3628, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2176, s1.loss_cls: 0.0791, s1.acc: 94.3604, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1115, s2.loss_cls: 0.0391, s2.acc: 94.1744, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0523, loss: 1.0954 2022-09-18 01:31:05,577 - mmdet - INFO - Epoch [19][1900/7330] lr: 1.000e-04, eta: 20:42:44, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1578, s0.acc: 94.4402, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2067, s1.loss_cls: 0.0769, s1.acc: 94.4989, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1057, s2.loss_cls: 0.0379, s2.acc: 94.3904, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0506, loss: 1.0611 2022-09-18 01:31:33,393 - mmdet - INFO - Epoch [19][1950/7330] lr: 1.000e-04, eta: 20:42:14, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1635, s0.acc: 94.2913, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2091, s1.loss_cls: 0.0783, s1.acc: 94.3861, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1071, s2.loss_cls: 0.0390, s2.acc: 94.2529, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0510, loss: 1.0858 2022-09-18 01:32:02,225 - mmdet - INFO - Epoch [19][2000/7330] lr: 1.000e-04, eta: 20:41:46, time: 0.577, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1717, s0.acc: 93.9653, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2088, s1.loss_cls: 0.0831, s1.acc: 93.9611, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1072, s2.loss_cls: 0.0415, s2.acc: 93.8402, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0511, loss: 1.1048 2022-09-18 01:32:30,239 - mmdet - INFO - Epoch [19][2050/7330] lr: 1.000e-04, eta: 20:41:16, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1638, s0.acc: 94.2571, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2120, s1.loss_cls: 0.0793, s1.acc: 94.2938, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1081, s2.loss_cls: 0.0398, s2.acc: 94.0972, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0522, loss: 1.0907 2022-09-18 01:32:57,947 - mmdet - INFO - Epoch [19][2100/7330] lr: 1.000e-04, eta: 20:40:47, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1584, s0.acc: 94.4946, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2082, s1.loss_cls: 0.0762, s1.acc: 94.5348, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1084, s2.loss_cls: 0.0372, s2.acc: 94.5313, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0518, loss: 1.0657 2022-09-18 01:33:26,095 - mmdet - INFO - Epoch [19][2150/7330] lr: 1.000e-04, eta: 20:40:18, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1638, s0.acc: 94.4160, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2129, s1.loss_cls: 0.0778, s1.acc: 94.5077, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1074, s2.loss_cls: 0.0385, s2.acc: 94.3917, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0512, loss: 1.0827 2022-09-18 01:33:54,246 - mmdet - INFO - Epoch [19][2200/7330] lr: 1.000e-04, eta: 20:39:48, time: 0.563, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1649, s0.acc: 94.3064, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2111, s1.loss_cls: 0.0790, s1.acc: 94.4143, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1076, s2.loss_cls: 0.0383, s2.acc: 94.4731, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0509, loss: 1.0729 2022-09-18 01:34:22,618 - mmdet - INFO - Epoch [19][2250/7330] lr: 1.000e-04, eta: 20:39:19, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1682, s0.acc: 94.1404, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2173, s1.loss_cls: 0.0820, s1.acc: 94.1490, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1106, s2.loss_cls: 0.0401, s2.acc: 94.0889, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0528, loss: 1.1133 2022-09-18 01:34:50,697 - mmdet - INFO - Epoch [19][2300/7330] lr: 1.000e-04, eta: 20:38:50, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1681, s0.acc: 94.1399, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2131, s1.loss_cls: 0.0819, s1.acc: 94.0937, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1090, s2.loss_cls: 0.0405, s2.acc: 94.1155, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0519, loss: 1.0992 2022-09-18 01:35:19,348 - mmdet - INFO - Epoch [19][2350/7330] lr: 1.000e-04, eta: 20:38:22, time: 0.573, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1709, s0.acc: 94.1213, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2235, s1.loss_cls: 0.0830, s1.acc: 94.1301, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1141, s2.loss_cls: 0.0403, s2.acc: 94.1064, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0547, loss: 1.1354 2022-09-18 01:35:47,477 - mmdet - INFO - Epoch [19][2400/7330] lr: 1.000e-04, eta: 20:37:52, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1695, s0.acc: 94.1978, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2149, s1.loss_cls: 0.0819, s1.acc: 94.1661, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1095, s2.loss_cls: 0.0407, s2.acc: 94.1350, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0521, loss: 1.1035 2022-09-18 01:36:15,575 - mmdet - INFO - Epoch [19][2450/7330] lr: 1.000e-04, eta: 20:37:23, time: 0.562, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1539, s0.acc: 94.6887, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2024, s1.loss_cls: 0.0742, s1.acc: 94.7525, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1042, s2.loss_cls: 0.0376, s2.acc: 94.5635, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0503, loss: 1.0263 2022-09-18 01:36:43,492 - mmdet - INFO - Epoch [19][2500/7330] lr: 1.000e-04, eta: 20:36:54, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1682, s0.acc: 94.3523, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2104, s1.loss_cls: 0.0819, s1.acc: 94.3934, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1072, s2.loss_cls: 0.0403, s2.acc: 94.2759, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0510, loss: 1.0826 2022-09-18 01:37:11,765 - mmdet - INFO - Epoch [19][2550/7330] lr: 1.000e-04, eta: 20:36:25, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1574, s0.acc: 94.4399, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2054, s1.loss_cls: 0.0758, s1.acc: 94.4992, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1052, s2.loss_cls: 0.0375, s2.acc: 94.4508, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0504, loss: 1.0555 2022-09-18 01:37:39,608 - mmdet - INFO - Epoch [19][2600/7330] lr: 1.000e-04, eta: 20:35:55, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1625, s0.acc: 94.3821, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2068, s1.loss_cls: 0.0790, s1.acc: 94.3732, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1063, s2.loss_cls: 0.0389, s2.acc: 94.3498, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0504, loss: 1.0704 2022-09-18 01:38:08,014 - mmdet - INFO - Epoch [19][2650/7330] lr: 1.000e-04, eta: 20:35:26, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1625, s0.acc: 94.3284, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2096, s1.loss_cls: 0.0784, s1.acc: 94.3018, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1078, s2.loss_cls: 0.0389, s2.acc: 94.2259, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0515, loss: 1.0823 2022-09-18 01:38:36,182 - mmdet - INFO - Epoch [19][2700/7330] lr: 1.000e-04, eta: 20:34:57, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1640, s0.acc: 94.2478, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2072, s1.loss_cls: 0.0785, s1.acc: 94.3550, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1065, s2.loss_cls: 0.0394, s2.acc: 94.1229, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0509, loss: 1.0726 2022-09-18 01:39:05,173 - mmdet - INFO - Epoch [19][2750/7330] lr: 1.000e-04, eta: 20:34:29, time: 0.580, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1631, s0.acc: 94.3389, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2119, s1.loss_cls: 0.0783, s1.acc: 94.3919, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1080, s2.loss_cls: 0.0389, s2.acc: 94.2698, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0516, loss: 1.0850 2022-09-18 01:39:33,713 - mmdet - INFO - Epoch [19][2800/7330] lr: 1.000e-04, eta: 20:34:00, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1723, s0.acc: 94.0386, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2153, s1.loss_cls: 0.0825, s1.acc: 94.1340, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1106, s2.loss_cls: 0.0407, s2.acc: 94.1568, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0530, loss: 1.1224 2022-09-18 01:40:01,665 - mmdet - INFO - Epoch [19][2850/7330] lr: 1.000e-04, eta: 20:33:31, time: 0.558, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1657, s0.acc: 94.3750, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2153, s1.loss_cls: 0.0799, s1.acc: 94.4345, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1101, s2.loss_cls: 0.0393, s2.acc: 94.3483, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0531, loss: 1.0945 2022-09-18 01:40:31,366 - mmdet - INFO - Epoch [19][2900/7330] lr: 1.000e-04, eta: 20:33:03, time: 0.594, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1522, s0.acc: 94.7991, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2108, s1.loss_cls: 0.0730, s1.acc: 94.8872, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1083, s2.loss_cls: 0.0361, s2.acc: 94.6976, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0519, loss: 1.0507 2022-09-18 01:40:59,598 - mmdet - INFO - Epoch [19][2950/7330] lr: 1.000e-04, eta: 20:32:34, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1609, s0.acc: 94.3794, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2098, s1.loss_cls: 0.0787, s1.acc: 94.2812, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1072, s2.loss_cls: 0.0389, s2.acc: 94.1072, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0514, loss: 1.0712 2022-09-18 01:41:27,398 - mmdet - INFO - Epoch [19][3000/7330] lr: 1.000e-04, eta: 20:32:04, time: 0.555, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1593, s0.acc: 94.5276, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2110, s1.loss_cls: 0.0770, s1.acc: 94.5829, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1081, s2.loss_cls: 0.0386, s2.acc: 94.4217, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0519, loss: 1.0711 2022-09-18 01:41:55,449 - mmdet - INFO - Epoch [19][3050/7330] lr: 1.000e-04, eta: 20:31:35, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1554, s0.acc: 94.7305, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2074, s1.loss_cls: 0.0742, s1.acc: 94.8655, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1066, s2.loss_cls: 0.0367, s2.acc: 94.7737, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0516, loss: 1.0429 2022-09-18 01:42:23,542 - mmdet - INFO - Epoch [19][3100/7330] lr: 1.000e-04, eta: 20:31:06, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1685, s0.acc: 94.2952, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2106, s1.loss_cls: 0.0808, s1.acc: 94.3735, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1081, s2.loss_cls: 0.0394, s2.acc: 94.3079, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0519, loss: 1.0921 2022-09-18 01:42:52,190 - mmdet - INFO - Epoch [19][3150/7330] lr: 1.000e-04, eta: 20:30:37, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1705, s0.acc: 94.0559, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2158, s1.loss_cls: 0.0835, s1.acc: 94.0758, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1110, s2.loss_cls: 0.0407, s2.acc: 93.9664, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0534, loss: 1.1214 2022-09-18 01:43:20,869 - mmdet - INFO - Epoch [19][3200/7330] lr: 1.000e-04, eta: 20:30:09, time: 0.573, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1652, s0.acc: 94.3499, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2114, s1.loss_cls: 0.0811, s1.acc: 94.3467, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1075, s2.loss_cls: 0.0411, s2.acc: 94.0182, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0519, loss: 1.0801 2022-09-18 01:43:49,489 - mmdet - INFO - Epoch [19][3250/7330] lr: 1.000e-04, eta: 20:29:40, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1731, s0.acc: 94.1045, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2149, s1.loss_cls: 0.0834, s1.acc: 94.1238, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1092, s2.loss_cls: 0.0412, s2.acc: 93.8931, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0522, loss: 1.1214 2022-09-18 01:44:17,923 - mmdet - INFO - Epoch [19][3300/7330] lr: 1.000e-04, eta: 20:29:11, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1690, s0.acc: 94.2031, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2089, s1.loss_cls: 0.0817, s1.acc: 94.2416, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1069, s2.loss_cls: 0.0405, s2.acc: 94.0171, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0512, loss: 1.0847 2022-09-18 01:44:46,509 - mmdet - INFO - Epoch [19][3350/7330] lr: 1.000e-04, eta: 20:28:42, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1629, s0.acc: 94.4561, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2102, s1.loss_cls: 0.0785, s1.acc: 94.4890, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1073, s2.loss_cls: 0.0385, s2.acc: 94.4905, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0516, loss: 1.0781 2022-09-18 01:45:14,859 - mmdet - INFO - Epoch [19][3400/7330] lr: 1.000e-04, eta: 20:28:13, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1646, s0.acc: 94.2771, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2173, s1.loss_cls: 0.0806, s1.acc: 94.2113, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1114, s2.loss_cls: 0.0401, s2.acc: 94.0103, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0531, loss: 1.1023 2022-09-18 01:45:43,383 - mmdet - INFO - Epoch [19][3450/7330] lr: 1.000e-04, eta: 20:27:44, time: 0.570, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1632, s0.acc: 94.4211, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2108, s1.loss_cls: 0.0782, s1.acc: 94.5581, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1077, s2.loss_cls: 0.0389, s2.acc: 94.3846, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0518, loss: 1.0856 2022-09-18 01:46:12,263 - mmdet - INFO - Epoch [19][3500/7330] lr: 1.000e-04, eta: 20:27:16, time: 0.578, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1683, s0.acc: 94.1130, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2119, s1.loss_cls: 0.0799, s1.acc: 94.3404, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1079, s2.loss_cls: 0.0399, s2.acc: 94.1756, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0512, loss: 1.1149 2022-09-18 01:46:40,806 - mmdet - INFO - Epoch [19][3550/7330] lr: 1.000e-04, eta: 20:26:47, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1740, s0.acc: 94.1602, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2122, s1.loss_cls: 0.0841, s1.acc: 94.2451, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1084, s2.loss_cls: 0.0415, s2.acc: 94.1815, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0520, loss: 1.1136 2022-09-18 01:47:08,911 - mmdet - INFO - Epoch [19][3600/7330] lr: 1.000e-04, eta: 20:26:18, time: 0.562, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1726, s0.acc: 94.0916, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2145, s1.loss_cls: 0.0824, s1.acc: 94.2379, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1095, s2.loss_cls: 0.0407, s2.acc: 94.1821, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0520, loss: 1.1169 2022-09-18 01:47:37,542 - mmdet - INFO - Epoch [19][3650/7330] lr: 1.000e-04, eta: 20:25:49, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1649, s0.acc: 94.2896, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2173, s1.loss_cls: 0.0786, s1.acc: 94.4257, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1106, s2.loss_cls: 0.0388, s2.acc: 94.4097, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0532, loss: 1.1057 2022-09-18 01:48:06,167 - mmdet - INFO - Epoch [19][3700/7330] lr: 1.000e-04, eta: 20:25:21, time: 0.572, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1710, s0.acc: 94.1621, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2098, s1.loss_cls: 0.0820, s1.acc: 94.2429, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1085, s2.loss_cls: 0.0404, s2.acc: 94.1636, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0521, loss: 1.1129 2022-09-18 01:48:35,043 - mmdet - INFO - Epoch [19][3750/7330] lr: 1.000e-04, eta: 20:24:52, time: 0.577, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1749, s0.acc: 93.9714, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2191, s1.loss_cls: 0.0843, s1.acc: 94.0699, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1120, s2.loss_cls: 0.0413, s2.acc: 93.9671, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0535, loss: 1.1322 2022-09-18 01:49:03,950 - mmdet - INFO - Epoch [19][3800/7330] lr: 1.000e-04, eta: 20:24:24, time: 0.579, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1708, s0.acc: 94.1985, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2174, s1.loss_cls: 0.0820, s1.acc: 94.3178, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1107, s2.loss_cls: 0.0404, s2.acc: 94.2516, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0529, loss: 1.1146 2022-09-18 01:49:31,674 - mmdet - INFO - Epoch [19][3850/7330] lr: 1.000e-04, eta: 20:23:54, time: 0.555, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1594, s0.acc: 94.3879, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2157, s1.loss_cls: 0.0765, s1.acc: 94.4339, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1103, s2.loss_cls: 0.0386, s2.acc: 94.2426, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0533, loss: 1.0919 2022-09-18 01:49:59,685 - mmdet - INFO - Epoch [19][3900/7330] lr: 1.000e-04, eta: 20:23:25, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1623, s0.acc: 94.4102, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2113, s1.loss_cls: 0.0777, s1.acc: 94.6171, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1083, s2.loss_cls: 0.0384, s2.acc: 94.4471, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0521, loss: 1.0818 2022-09-18 01:50:27,645 - mmdet - INFO - Epoch [19][3950/7330] lr: 1.000e-04, eta: 20:22:56, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1648, s0.acc: 94.2266, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2187, s1.loss_cls: 0.0787, s1.acc: 94.3332, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1114, s2.loss_cls: 0.0393, s2.acc: 94.1215, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0529, loss: 1.1137 2022-09-18 01:50:55,438 - mmdet - INFO - Epoch [19][4000/7330] lr: 1.000e-04, eta: 20:22:26, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1726, s0.acc: 93.8887, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2138, s1.loss_cls: 0.0847, s1.acc: 93.8676, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1092, s2.loss_cls: 0.0418, s2.acc: 93.8762, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0522, loss: 1.1283 2022-09-18 01:51:24,216 - mmdet - INFO - Epoch [19][4050/7330] lr: 1.000e-04, eta: 20:21:57, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1809, s0.acc: 93.8459, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2182, s1.loss_cls: 0.0871, s1.acc: 93.8836, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1115, s2.loss_cls: 0.0428, s2.acc: 93.8902, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0531, loss: 1.1343 2022-09-18 01:51:52,469 - mmdet - INFO - Epoch [19][4100/7330] lr: 1.000e-04, eta: 20:21:28, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1700, s0.acc: 94.2593, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2073, s1.loss_cls: 0.0820, s1.acc: 94.2980, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1055, s2.loss_cls: 0.0407, s2.acc: 94.2133, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0510, loss: 1.0776 2022-09-18 01:52:20,787 - mmdet - INFO - Epoch [19][4150/7330] lr: 1.000e-04, eta: 20:20:59, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1733, s0.acc: 94.0190, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2156, s1.loss_cls: 0.0831, s1.acc: 94.0690, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1099, s2.loss_cls: 0.0404, s2.acc: 94.0914, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.1156 2022-09-18 01:52:48,905 - mmdet - INFO - Epoch [19][4200/7330] lr: 1.000e-04, eta: 20:20:30, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1630, s0.acc: 94.4448, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2152, s1.loss_cls: 0.0783, s1.acc: 94.5378, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1101, s2.loss_cls: 0.0388, s2.acc: 94.4218, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0523, loss: 1.0782 2022-09-18 01:53:17,269 - mmdet - INFO - Epoch [19][4250/7330] lr: 1.000e-04, eta: 20:20:01, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1654, s0.acc: 94.3313, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2161, s1.loss_cls: 0.0796, s1.acc: 94.4036, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1113, s2.loss_cls: 0.0393, s2.acc: 94.2386, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0532, loss: 1.0909 2022-09-18 01:53:46,553 - mmdet - INFO - Epoch [19][4300/7330] lr: 1.000e-04, eta: 20:19:33, time: 0.586, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1691, s0.acc: 94.1926, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2123, s1.loss_cls: 0.0816, s1.acc: 94.2542, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1072, s2.loss_cls: 0.0401, s2.acc: 94.2588, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0515, loss: 1.0979 2022-09-18 01:54:14,626 - mmdet - INFO - Epoch [19][4350/7330] lr: 1.000e-04, eta: 20:19:04, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1712, s0.acc: 94.1814, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2114, s1.loss_cls: 0.0817, s1.acc: 94.2910, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1075, s2.loss_cls: 0.0401, s2.acc: 94.2375, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0511, loss: 1.1022 2022-09-18 01:54:43,274 - mmdet - INFO - Epoch [19][4400/7330] lr: 1.000e-04, eta: 20:18:35, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1651, s0.acc: 94.2600, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2131, s1.loss_cls: 0.0791, s1.acc: 94.3394, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1095, s2.loss_cls: 0.0387, s2.acc: 94.2861, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0527, loss: 1.0965 2022-09-18 01:55:11,555 - mmdet - INFO - Epoch [19][4450/7330] lr: 1.000e-04, eta: 20:18:06, time: 0.570, data_time: 0.014, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1612, s0.acc: 94.3584, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2131, s1.loss_cls: 0.0775, s1.acc: 94.5291, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1089, s2.loss_cls: 0.0383, s2.acc: 94.4737, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0521, loss: 1.0797 2022-09-18 01:55:39,805 - mmdet - INFO - Epoch [19][4500/7330] lr: 1.000e-04, eta: 20:17:37, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1632, s0.acc: 94.4382, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2081, s1.loss_cls: 0.0787, s1.acc: 94.4938, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1067, s2.loss_cls: 0.0390, s2.acc: 94.3974, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0511, loss: 1.0775 2022-09-18 01:56:07,811 - mmdet - INFO - Epoch [19][4550/7330] lr: 1.000e-04, eta: 20:17:08, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1737, s0.acc: 94.1155, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2193, s1.loss_cls: 0.0840, s1.acc: 94.1013, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1122, s2.loss_cls: 0.0415, s2.acc: 93.9638, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0534, loss: 1.1173 2022-09-18 01:56:36,495 - mmdet - INFO - Epoch [19][4600/7330] lr: 1.000e-04, eta: 20:16:39, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1617, s0.acc: 94.2971, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2108, s1.loss_cls: 0.0779, s1.acc: 94.4252, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1074, s2.loss_cls: 0.0386, s2.acc: 94.2697, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0516, loss: 1.0863 2022-09-18 01:57:06,650 - mmdet - INFO - Epoch [19][4650/7330] lr: 1.000e-04, eta: 20:16:12, time: 0.603, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1629, s0.acc: 94.3923, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2120, s1.loss_cls: 0.0785, s1.acc: 94.4329, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1080, s2.loss_cls: 0.0391, s2.acc: 94.2691, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0516, loss: 1.0720 2022-09-18 01:57:34,559 - mmdet - INFO - Epoch [19][4700/7330] lr: 1.000e-04, eta: 20:15:43, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1621, s0.acc: 94.2969, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2135, s1.loss_cls: 0.0792, s1.acc: 94.3740, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1099, s2.loss_cls: 0.0394, s2.acc: 94.2646, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0525, loss: 1.0919 2022-09-18 01:58:02,990 - mmdet - INFO - Epoch [19][4750/7330] lr: 1.000e-04, eta: 20:15:14, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1720, s0.acc: 94.0671, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2113, s1.loss_cls: 0.0833, s1.acc: 94.1084, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1077, s2.loss_cls: 0.0412, s2.acc: 94.0135, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0516, loss: 1.1028 2022-09-18 01:58:30,859 - mmdet - INFO - Epoch [19][4800/7330] lr: 1.000e-04, eta: 20:14:44, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1657, s0.acc: 94.2683, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2080, s1.loss_cls: 0.0799, s1.acc: 94.3422, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1059, s2.loss_cls: 0.0393, s2.acc: 94.2523, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0507, loss: 1.0788 2022-09-18 01:58:59,217 - mmdet - INFO - Epoch [19][4850/7330] lr: 1.000e-04, eta: 20:14:15, time: 0.567, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1688, s0.acc: 94.0881, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2156, s1.loss_cls: 0.0807, s1.acc: 94.2185, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1105, s2.loss_cls: 0.0399, s2.acc: 94.1684, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0527, loss: 1.1173 2022-09-18 01:59:27,510 - mmdet - INFO - Epoch [19][4900/7330] lr: 1.000e-04, eta: 20:13:46, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1779, s0.acc: 93.9387, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2197, s1.loss_cls: 0.0860, s1.acc: 93.9867, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1124, s2.loss_cls: 0.0421, s2.acc: 93.8643, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0538, loss: 1.1469 2022-09-18 01:59:55,438 - mmdet - INFO - Epoch [19][4950/7330] lr: 1.000e-04, eta: 20:13:17, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1666, s0.acc: 94.1882, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2144, s1.loss_cls: 0.0826, s1.acc: 94.1135, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1092, s2.loss_cls: 0.0410, s2.acc: 93.9391, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0522, loss: 1.1083 2022-09-18 02:00:27,150 - mmdet - INFO - Epoch [19][5000/7330] lr: 1.000e-04, eta: 20:12:51, time: 0.633, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1591, s0.acc: 94.4119, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2130, s1.loss_cls: 0.0772, s1.acc: 94.4060, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1098, s2.loss_cls: 0.0384, s2.acc: 94.3065, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0528, loss: 1.0807 2022-09-18 02:00:55,497 - mmdet - INFO - Epoch [19][5050/7330] lr: 1.000e-04, eta: 20:12:22, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1696, s0.acc: 94.0405, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2101, s1.loss_cls: 0.0829, s1.acc: 94.1650, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1080, s2.loss_cls: 0.0408, s2.acc: 94.0953, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0519, loss: 1.1048 2022-09-18 02:01:22,800 - mmdet - INFO - Epoch [19][5100/7330] lr: 1.000e-04, eta: 20:11:52, time: 0.546, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1621, s0.acc: 94.5349, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2192, s1.loss_cls: 0.0803, s1.acc: 94.4142, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1118, s2.loss_cls: 0.0399, s2.acc: 94.1525, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0531, loss: 1.0810 2022-09-18 02:01:51,283 - mmdet - INFO - Epoch [19][5150/7330] lr: 1.000e-04, eta: 20:11:24, time: 0.569, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1639, s0.acc: 94.4175, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2055, s1.loss_cls: 0.0786, s1.acc: 94.4551, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1051, s2.loss_cls: 0.0390, s2.acc: 94.3827, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0503, loss: 1.0616 2022-09-18 02:02:19,107 - mmdet - INFO - Epoch [19][5200/7330] lr: 1.000e-04, eta: 20:10:54, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1690, s0.acc: 94.2166, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2115, s1.loss_cls: 0.0809, s1.acc: 94.2678, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1076, s2.loss_cls: 0.0398, s2.acc: 94.1805, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0514, loss: 1.0995 2022-09-18 02:02:48,065 - mmdet - INFO - Epoch [19][5250/7330] lr: 1.000e-04, eta: 20:10:26, time: 0.579, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1682, s0.acc: 94.2668, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2123, s1.loss_cls: 0.0820, s1.acc: 94.2339, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1080, s2.loss_cls: 0.0401, s2.acc: 94.1511, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0514, loss: 1.0991 2022-09-18 02:03:16,422 - mmdet - INFO - Epoch [19][5300/7330] lr: 1.000e-04, eta: 20:09:57, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1705, s0.acc: 94.1284, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2196, s1.loss_cls: 0.0823, s1.acc: 94.1483, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1119, s2.loss_cls: 0.0411, s2.acc: 93.9312, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0538, loss: 1.1179 2022-09-18 02:03:45,080 - mmdet - INFO - Epoch [19][5350/7330] lr: 1.000e-04, eta: 20:09:28, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1765, s0.acc: 93.9614, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2191, s1.loss_cls: 0.0841, s1.acc: 94.0522, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1112, s2.loss_cls: 0.0416, s2.acc: 93.9107, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0530, loss: 1.1301 2022-09-18 02:04:13,502 - mmdet - INFO - Epoch [19][5400/7330] lr: 1.000e-04, eta: 20:08:59, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1774, s0.acc: 93.9487, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2186, s1.loss_cls: 0.0849, s1.acc: 94.0537, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1120, s2.loss_cls: 0.0418, s2.acc: 94.0272, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0539, loss: 1.1467 2022-09-18 02:04:41,419 - mmdet - INFO - Epoch [19][5450/7330] lr: 1.000e-04, eta: 20:08:30, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1764, s0.acc: 93.9922, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2173, s1.loss_cls: 0.0871, s1.acc: 93.9337, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1109, s2.loss_cls: 0.0424, s2.acc: 93.8471, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0527, loss: 1.1234 2022-09-18 02:05:10,245 - mmdet - INFO - Epoch [19][5500/7330] lr: 1.000e-04, eta: 20:08:01, time: 0.577, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1671, s0.acc: 94.1152, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2228, s1.loss_cls: 0.0821, s1.acc: 94.0525, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1136, s2.loss_cls: 0.0408, s2.acc: 93.9013, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0541, loss: 1.1322 2022-09-18 02:05:38,368 - mmdet - INFO - Epoch [19][5550/7330] lr: 1.000e-04, eta: 20:07:32, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1658, s0.acc: 94.2444, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2110, s1.loss_cls: 0.0807, s1.acc: 94.2749, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1073, s2.loss_cls: 0.0399, s2.acc: 94.1380, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0514, loss: 1.0877 2022-09-18 02:06:07,102 - mmdet - INFO - Epoch [19][5600/7330] lr: 1.000e-04, eta: 20:07:04, time: 0.575, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1639, s0.acc: 94.2900, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2123, s1.loss_cls: 0.0800, s1.acc: 94.3892, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1076, s2.loss_cls: 0.0393, s2.acc: 94.3400, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0511, loss: 1.0827 2022-09-18 02:06:35,524 - mmdet - INFO - Epoch [19][5650/7330] lr: 1.000e-04, eta: 20:06:35, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1721, s0.acc: 94.0620, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2168, s1.loss_cls: 0.0824, s1.acc: 94.1520, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1099, s2.loss_cls: 0.0404, s2.acc: 94.0410, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0525, loss: 1.1122 2022-09-18 02:07:04,080 - mmdet - INFO - Epoch [19][5700/7330] lr: 1.000e-04, eta: 20:06:06, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1782, s0.acc: 93.9365, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2176, s1.loss_cls: 0.0851, s1.acc: 94.0445, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1102, s2.loss_cls: 0.0422, s2.acc: 93.9775, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0525, loss: 1.1437 2022-09-18 02:07:32,123 - mmdet - INFO - Epoch [19][5750/7330] lr: 1.000e-04, eta: 20:05:37, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1657, s0.acc: 94.2815, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2099, s1.loss_cls: 0.0793, s1.acc: 94.3362, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1068, s2.loss_cls: 0.0393, s2.acc: 94.2515, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0508, loss: 1.0868 2022-09-18 02:08:00,082 - mmdet - INFO - Epoch [19][5800/7330] lr: 1.000e-04, eta: 20:05:07, time: 0.559, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1693, s0.acc: 94.1189, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2126, s1.loss_cls: 0.0824, s1.acc: 94.0941, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1090, s2.loss_cls: 0.0406, s2.acc: 93.9613, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0522, loss: 1.1153 2022-09-18 02:08:30,974 - mmdet - INFO - Epoch [19][5850/7330] lr: 1.000e-04, eta: 20:04:41, time: 0.618, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1645, s0.acc: 94.3052, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2085, s1.loss_cls: 0.0805, s1.acc: 94.2119, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1065, s2.loss_cls: 0.0405, s2.acc: 93.9874, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0509, loss: 1.0872 2022-09-18 02:08:59,131 - mmdet - INFO - Epoch [19][5900/7330] lr: 1.000e-04, eta: 20:04:12, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1665, s0.acc: 94.2847, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2156, s1.loss_cls: 0.0803, s1.acc: 94.2758, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1103, s2.loss_cls: 0.0399, s2.acc: 94.1525, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0528, loss: 1.1003 2022-09-18 02:09:27,843 - mmdet - INFO - Epoch [19][5950/7330] lr: 1.000e-04, eta: 20:03:43, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1530, s0.acc: 94.6521, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2078, s1.loss_cls: 0.0741, s1.acc: 94.6444, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1073, s2.loss_cls: 0.0371, s2.acc: 94.4910, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0514, loss: 1.0340 2022-09-18 02:09:55,636 - mmdet - INFO - Epoch [19][6000/7330] lr: 1.000e-04, eta: 20:03:14, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1640, s0.acc: 94.2781, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2141, s1.loss_cls: 0.0802, s1.acc: 94.2593, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1077, s2.loss_cls: 0.0399, s2.acc: 94.0860, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0516, loss: 1.0791 2022-09-18 02:10:24,024 - mmdet - INFO - Epoch [19][6050/7330] lr: 1.000e-04, eta: 20:02:45, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1589, s0.acc: 94.5081, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2120, s1.loss_cls: 0.0768, s1.acc: 94.5039, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1078, s2.loss_cls: 0.0381, s2.acc: 94.4231, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0516, loss: 1.0775 2022-09-18 02:10:52,872 - mmdet - INFO - Epoch [19][6100/7330] lr: 1.000e-04, eta: 20:02:16, time: 0.577, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1707, s0.acc: 94.2344, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2111, s1.loss_cls: 0.0821, s1.acc: 94.3003, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1078, s2.loss_cls: 0.0402, s2.acc: 94.1675, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0515, loss: 1.1017 2022-09-18 02:11:21,141 - mmdet - INFO - Epoch [19][6150/7330] lr: 1.000e-04, eta: 20:01:47, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1680, s0.acc: 94.2117, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2205, s1.loss_cls: 0.0816, s1.acc: 94.2610, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1126, s2.loss_cls: 0.0400, s2.acc: 94.1865, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0538, loss: 1.1147 2022-09-18 02:11:50,249 - mmdet - INFO - Epoch [19][6200/7330] lr: 1.000e-04, eta: 20:01:19, time: 0.582, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1829, s0.acc: 93.6858, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2232, s1.loss_cls: 0.0879, s1.acc: 93.7247, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1140, s2.loss_cls: 0.0436, s2.acc: 93.6455, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0539, loss: 1.1765 2022-09-18 02:12:18,016 - mmdet - INFO - Epoch [19][6250/7330] lr: 1.000e-04, eta: 20:00:49, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1654, s0.acc: 94.3228, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2113, s1.loss_cls: 0.0806, s1.acc: 94.3239, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1091, s2.loss_cls: 0.0397, s2.acc: 94.2069, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0522, loss: 1.0962 2022-09-18 02:12:46,642 - mmdet - INFO - Epoch [19][6300/7330] lr: 1.000e-04, eta: 20:00:21, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1639, s0.acc: 94.2964, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2103, s1.loss_cls: 0.0792, s1.acc: 94.3372, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1074, s2.loss_cls: 0.0397, s2.acc: 94.0965, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0517, loss: 1.0871 2022-09-18 02:13:14,829 - mmdet - INFO - Epoch [19][6350/7330] lr: 1.000e-04, eta: 19:59:52, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1662, s0.acc: 94.3279, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2100, s1.loss_cls: 0.0806, s1.acc: 94.3431, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1076, s2.loss_cls: 0.0395, s2.acc: 94.3130, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0513, loss: 1.0856 2022-09-18 02:13:42,972 - mmdet - INFO - Epoch [19][6400/7330] lr: 1.000e-04, eta: 19:59:23, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1706, s0.acc: 94.2373, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2156, s1.loss_cls: 0.0823, s1.acc: 94.2012, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1104, s2.loss_cls: 0.0403, s2.acc: 94.1740, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0526, loss: 1.1092 2022-09-18 02:14:10,751 - mmdet - INFO - Epoch [19][6450/7330] lr: 1.000e-04, eta: 19:58:53, time: 0.556, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1860, s0.acc: 93.8201, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2254, s1.loss_cls: 0.0901, s1.acc: 93.8841, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1141, s2.loss_cls: 0.0445, s2.acc: 93.7191, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0543, loss: 1.1679 2022-09-18 02:14:38,880 - mmdet - INFO - Epoch [19][6500/7330] lr: 1.000e-04, eta: 19:58:24, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1696, s0.acc: 94.1450, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2145, s1.loss_cls: 0.0812, s1.acc: 94.2703, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1081, s2.loss_cls: 0.0400, s2.acc: 94.2405, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0513, loss: 1.1109 2022-09-18 02:15:06,873 - mmdet - INFO - Epoch [19][6550/7330] lr: 1.000e-04, eta: 19:57:55, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1708, s0.acc: 94.0107, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2151, s1.loss_cls: 0.0828, s1.acc: 94.0186, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1098, s2.loss_cls: 0.0413, s2.acc: 93.8344, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0527, loss: 1.1261 2022-09-18 02:15:34,963 - mmdet - INFO - Epoch [19][6600/7330] lr: 1.000e-04, eta: 19:57:26, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1676, s0.acc: 94.2395, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2144, s1.loss_cls: 0.0811, s1.acc: 94.2592, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1086, s2.loss_cls: 0.0405, s2.acc: 94.1058, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0520, loss: 1.0929 2022-09-18 02:16:03,257 - mmdet - INFO - Epoch [19][6650/7330] lr: 1.000e-04, eta: 19:56:57, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1771, s0.acc: 93.9756, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2201, s1.loss_cls: 0.0846, s1.acc: 94.0699, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1116, s2.loss_cls: 0.0422, s2.acc: 93.8610, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0534, loss: 1.1448 2022-09-18 02:16:31,226 - mmdet - INFO - Epoch [19][6700/7330] lr: 1.000e-04, eta: 19:56:27, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1628, s0.acc: 94.3269, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2099, s1.loss_cls: 0.0787, s1.acc: 94.3783, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1074, s2.loss_cls: 0.0394, s2.acc: 94.1849, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0513, loss: 1.0801 2022-09-18 02:16:59,863 - mmdet - INFO - Epoch [19][6750/7330] lr: 1.000e-04, eta: 19:55:59, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1737, s0.acc: 94.0579, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2163, s1.loss_cls: 0.0842, s1.acc: 94.0691, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1106, s2.loss_cls: 0.0410, s2.acc: 94.0060, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0527, loss: 1.1184 2022-09-18 02:17:27,909 - mmdet - INFO - Epoch [19][6800/7330] lr: 1.000e-04, eta: 19:55:29, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1778, s0.acc: 93.8911, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2182, s1.loss_cls: 0.0875, s1.acc: 93.7769, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1114, s2.loss_cls: 0.0432, s2.acc: 93.6648, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0526, loss: 1.1464 2022-09-18 02:17:56,140 - mmdet - INFO - Epoch [19][6850/7330] lr: 1.000e-04, eta: 19:55:00, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1666, s0.acc: 94.2532, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2135, s1.loss_cls: 0.0814, s1.acc: 94.2443, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1093, s2.loss_cls: 0.0406, s2.acc: 94.1278, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0518, loss: 1.0981 2022-09-18 02:18:26,725 - mmdet - INFO - Epoch [19][6900/7330] lr: 1.000e-04, eta: 19:54:33, time: 0.612, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1700, s0.acc: 94.1780, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2147, s1.loss_cls: 0.0821, s1.acc: 94.2169, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1090, s2.loss_cls: 0.0404, s2.acc: 94.1033, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0522, loss: 1.0935 2022-09-18 02:18:55,059 - mmdet - INFO - Epoch [19][6950/7330] lr: 1.000e-04, eta: 19:54:04, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1647, s0.acc: 94.2634, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2153, s1.loss_cls: 0.0799, s1.acc: 94.2329, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1101, s2.loss_cls: 0.0395, s2.acc: 94.2616, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0530, loss: 1.0940 2022-09-18 02:19:23,582 - mmdet - INFO - Epoch [19][7000/7330] lr: 1.000e-04, eta: 19:53:36, time: 0.570, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1761, s0.acc: 94.1597, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2195, s1.loss_cls: 0.0847, s1.acc: 94.2309, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1118, s2.loss_cls: 0.0414, s2.acc: 94.1509, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0534, loss: 1.1234 2022-09-18 02:19:51,339 - mmdet - INFO - Epoch [19][7050/7330] lr: 1.000e-04, eta: 19:53:06, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1633, s0.acc: 94.3816, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2138, s1.loss_cls: 0.0776, s1.acc: 94.5870, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1094, s2.loss_cls: 0.0383, s2.acc: 94.4830, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0527, loss: 1.0759 2022-09-18 02:20:19,674 - mmdet - INFO - Epoch [19][7100/7330] lr: 1.000e-04, eta: 19:52:37, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1667, s0.acc: 94.2200, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2108, s1.loss_cls: 0.0804, s1.acc: 94.2453, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1075, s2.loss_cls: 0.0394, s2.acc: 94.1463, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0514, loss: 1.0833 2022-09-18 02:20:50,361 - mmdet - INFO - Epoch [19][7150/7330] lr: 1.000e-04, eta: 19:52:10, time: 0.614, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1761, s0.acc: 94.0115, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2222, s1.loss_cls: 0.0848, s1.acc: 94.0365, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1133, s2.loss_cls: 0.0418, s2.acc: 93.9578, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0540, loss: 1.1374 2022-09-18 02:21:18,646 - mmdet - INFO - Epoch [19][7200/7330] lr: 1.000e-04, eta: 19:51:41, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1720, s0.acc: 94.1934, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2192, s1.loss_cls: 0.0831, s1.acc: 94.2846, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1120, s2.loss_cls: 0.0411, s2.acc: 94.1825, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0536, loss: 1.1182 2022-09-18 02:21:47,331 - mmdet - INFO - Epoch [19][7250/7330] lr: 1.000e-04, eta: 19:51:13, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1672, s0.acc: 94.2812, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2149, s1.loss_cls: 0.0825, s1.acc: 94.2029, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1105, s2.loss_cls: 0.0410, s2.acc: 93.9967, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0524, loss: 1.1044 2022-09-18 02:22:16,256 - mmdet - INFO - Epoch [19][7300/7330] lr: 1.000e-04, eta: 19:50:44, time: 0.578, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1743, s0.acc: 94.0012, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2178, s1.loss_cls: 0.0835, s1.acc: 94.1051, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1101, s2.loss_cls: 0.0411, s2.acc: 93.9767, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0521, loss: 1.1301 2022-09-18 02:22:42,934 - mmdet - INFO - Saving checkpoint at 19 epochs 2022-09-18 02:24:28,368 - mmdet - INFO - Evaluating bbox... 2022-09-18 02:24:54,308 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.480 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.670 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.520 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.310 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.512 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.627 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.618 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 ] = 0.652 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.776 2022-09-18 02:24:54,308 - mmdet - INFO - Evaluating segm... 2022-09-18 02:25:24,020 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.416 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.641 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.449 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 ] = 0.445 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.604 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.539 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.539 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.539 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 ] = 0.578 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.707 2022-09-18 02:25:24,551 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 02:25:24,552 - mmdet - INFO - Epoch(val) [19][313] bbox_mAP: 0.4800, bbox_mAP_50: 0.6700, bbox_mAP_75: 0.5200, bbox_mAP_s: 0.3100, bbox_mAP_m: 0.5120, bbox_mAP_l: 0.6270, bbox_mAP_copypaste: 0.480 0.670 0.520 0.310 0.512 0.627, segm_mAP: 0.4160, segm_mAP_50: 0.6410, segm_mAP_75: 0.4490, segm_mAP_s: 0.2230, segm_mAP_m: 0.4450, segm_mAP_l: 0.6040, segm_mAP_copypaste: 0.416 0.641 0.449 0.223 0.445 0.604 2022-09-18 02:27:51,627 - mmdet - INFO - Epoch [20][50/7330] lr: 1.000e-04, eta: 19:51:29, time: 2.941, data_time: 2.368, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1732, s0.acc: 94.0479, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2145, s1.loss_cls: 0.0823, s1.acc: 94.1954, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1086, s2.loss_cls: 0.0407, s2.acc: 94.0804, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0516, loss: 1.1132 2022-09-18 02:28:19,697 - mmdet - INFO - Epoch [20][100/7330] lr: 1.000e-04, eta: 19:51:00, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1573, s0.acc: 94.6428, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2103, s1.loss_cls: 0.0750, s1.acc: 94.5697, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1071, s2.loss_cls: 0.0372, s2.acc: 94.5322, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0512, loss: 1.0433 2022-09-18 02:28:48,031 - mmdet - INFO - Epoch [20][150/7330] lr: 1.000e-04, eta: 19:50:31, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1672, s0.acc: 94.2561, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2067, s1.loss_cls: 0.0801, s1.acc: 94.3355, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1065, s2.loss_cls: 0.0398, s2.acc: 94.0784, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0508, loss: 1.0836 2022-09-18 02:29:16,319 - mmdet - INFO - Epoch [20][200/7330] lr: 1.000e-04, eta: 19:50:02, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1579, s0.acc: 94.3948, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2063, s1.loss_cls: 0.0757, s1.acc: 94.5843, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1044, s2.loss_cls: 0.0379, s2.acc: 94.3624, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0497, loss: 1.0684 2022-09-18 02:29:46,597 - mmdet - INFO - Epoch [20][250/7330] lr: 1.000e-04, eta: 19:49:34, time: 0.605, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1684, s0.acc: 94.2241, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2163, s1.loss_cls: 0.0805, s1.acc: 94.3117, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1102, s2.loss_cls: 0.0402, s2.acc: 94.1567, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0529, loss: 1.1157 2022-09-18 02:30:14,677 - mmdet - INFO - Epoch [20][300/7330] lr: 1.000e-04, eta: 19:49:05, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1541, s0.acc: 94.6721, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2078, s1.loss_cls: 0.0732, s1.acc: 94.8893, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1061, s2.loss_cls: 0.0363, s2.acc: 94.7026, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0510, loss: 1.0392 2022-09-18 02:30:42,333 - mmdet - INFO - Epoch [20][350/7330] lr: 1.000e-04, eta: 19:48:35, time: 0.553, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1616, s0.acc: 94.5022, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2140, s1.loss_cls: 0.0777, s1.acc: 94.5476, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1100, s2.loss_cls: 0.0378, s2.acc: 94.4953, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0529, loss: 1.0814 2022-09-18 02:31:10,470 - mmdet - INFO - Epoch [20][400/7330] lr: 1.000e-04, eta: 19:48:06, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1658, s0.acc: 94.2676, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2117, s1.loss_cls: 0.0800, s1.acc: 94.3024, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1097, s2.loss_cls: 0.0396, s2.acc: 94.2032, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0530, loss: 1.0971 2022-09-18 02:31:38,996 - mmdet - INFO - Epoch [20][450/7330] lr: 1.000e-04, eta: 19:47:37, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1713, s0.acc: 94.0952, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2154, s1.loss_cls: 0.0821, s1.acc: 94.1461, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1088, s2.loss_cls: 0.0405, s2.acc: 93.9722, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0517, loss: 1.1118 2022-09-18 02:32:07,030 - mmdet - INFO - Epoch [20][500/7330] lr: 1.000e-04, eta: 19:47:08, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1593, s0.acc: 94.3965, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2111, s1.loss_cls: 0.0754, s1.acc: 94.5353, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1065, s2.loss_cls: 0.0373, s2.acc: 94.4671, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0509, loss: 1.0756 2022-09-18 02:32:35,415 - mmdet - INFO - Epoch [20][550/7330] lr: 1.000e-04, eta: 19:46:39, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1711, s0.acc: 94.0969, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2119, s1.loss_cls: 0.0824, s1.acc: 94.1639, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1089, s2.loss_cls: 0.0409, s2.acc: 94.0094, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0520, loss: 1.1128 2022-09-18 02:33:05,306 - mmdet - INFO - Epoch [20][600/7330] lr: 1.000e-04, eta: 19:46:11, time: 0.597, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1664, s0.acc: 94.2764, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2120, s1.loss_cls: 0.0802, s1.acc: 94.3815, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1074, s2.loss_cls: 0.0400, s2.acc: 94.2181, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0512, loss: 1.0970 2022-09-18 02:33:33,249 - mmdet - INFO - Epoch [20][650/7330] lr: 1.000e-04, eta: 19:45:42, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1699, s0.acc: 94.1531, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2158, s1.loss_cls: 0.0816, s1.acc: 94.2242, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1094, s2.loss_cls: 0.0402, s2.acc: 94.1698, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0525, loss: 1.1051 2022-09-18 02:34:01,537 - mmdet - INFO - Epoch [20][700/7330] lr: 1.000e-04, eta: 19:45:13, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1590, s0.acc: 94.4656, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2120, s1.loss_cls: 0.0760, s1.acc: 94.6195, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1089, s2.loss_cls: 0.0374, s2.acc: 94.5040, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0523, loss: 1.0685 2022-09-18 02:34:29,599 - mmdet - INFO - Epoch [20][750/7330] lr: 1.000e-04, eta: 19:44:44, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1641, s0.acc: 94.3298, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2080, s1.loss_cls: 0.0777, s1.acc: 94.4669, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1069, s2.loss_cls: 0.0382, s2.acc: 94.4563, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0511, loss: 1.0825 2022-09-18 02:34:58,342 - mmdet - INFO - Epoch [20][800/7330] lr: 1.000e-04, eta: 19:44:15, time: 0.575, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1639, s0.acc: 94.2573, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2190, s1.loss_cls: 0.0802, s1.acc: 94.2065, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1127, s2.loss_cls: 0.0396, s2.acc: 94.1891, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0535, loss: 1.1140 2022-09-18 02:35:26,735 - mmdet - INFO - Epoch [20][850/7330] lr: 1.000e-04, eta: 19:43:46, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1611, s0.acc: 94.3447, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2112, s1.loss_cls: 0.0788, s1.acc: 94.3498, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1080, s2.loss_cls: 0.0391, s2.acc: 94.2244, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0515, loss: 1.0842 2022-09-18 02:35:54,929 - mmdet - INFO - Epoch [20][900/7330] lr: 1.000e-04, eta: 19:43:17, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1622, s0.acc: 94.4766, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2108, s1.loss_cls: 0.0794, s1.acc: 94.4126, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1088, s2.loss_cls: 0.0396, s2.acc: 94.2480, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0524, loss: 1.0804 2022-09-18 02:36:23,496 - mmdet - INFO - Epoch [20][950/7330] lr: 1.000e-04, eta: 19:42:48, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1604, s0.acc: 94.4653, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2098, s1.loss_cls: 0.0778, s1.acc: 94.5097, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1083, s2.loss_cls: 0.0389, s2.acc: 94.3473, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0513, loss: 1.0710 2022-09-18 02:36:51,454 - mmdet - INFO - Epoch [20][1000/7330] lr: 1.000e-04, eta: 19:42:19, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1657, s0.acc: 94.2781, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2141, s1.loss_cls: 0.0793, s1.acc: 94.4002, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1102, s2.loss_cls: 0.0389, s2.acc: 94.3668, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0528, loss: 1.0919 2022-09-18 02:37:19,378 - mmdet - INFO - Epoch [20][1050/7330] lr: 1.000e-04, eta: 19:41:49, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1645, s0.acc: 94.2998, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2097, s1.loss_cls: 0.0796, s1.acc: 94.2582, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1056, s2.loss_cls: 0.0393, s2.acc: 94.2009, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0503, loss: 1.0712 2022-09-18 02:37:47,501 - mmdet - INFO - Epoch [20][1100/7330] lr: 1.000e-04, eta: 19:41:20, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1660, s0.acc: 94.1963, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2130, s1.loss_cls: 0.0796, s1.acc: 94.2606, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1082, s2.loss_cls: 0.0390, s2.acc: 94.2548, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0519, loss: 1.0926 2022-09-18 02:38:16,076 - mmdet - INFO - Epoch [20][1150/7330] lr: 1.000e-04, eta: 19:40:51, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1506, s0.acc: 94.6462, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2092, s1.loss_cls: 0.0731, s1.acc: 94.7402, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1075, s2.loss_cls: 0.0365, s2.acc: 94.6300, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0516, loss: 1.0470 2022-09-18 02:38:44,758 - mmdet - INFO - Epoch [20][1200/7330] lr: 1.000e-04, eta: 19:40:23, time: 0.575, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1680, s0.acc: 94.3240, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2182, s1.loss_cls: 0.0803, s1.acc: 94.4090, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1114, s2.loss_cls: 0.0393, s2.acc: 94.3632, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0531, loss: 1.1075 2022-09-18 02:39:12,845 - mmdet - INFO - Epoch [20][1250/7330] lr: 1.000e-04, eta: 19:39:54, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1613, s0.acc: 94.3740, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2164, s1.loss_cls: 0.0783, s1.acc: 94.4936, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1101, s2.loss_cls: 0.0391, s2.acc: 94.3056, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0527, loss: 1.0968 2022-09-18 02:39:41,931 - mmdet - INFO - Epoch [20][1300/7330] lr: 1.000e-04, eta: 19:39:25, time: 0.581, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1687, s0.acc: 93.9595, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2120, s1.loss_cls: 0.0834, s1.acc: 93.9088, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1080, s2.loss_cls: 0.0414, s2.acc: 93.6690, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0521, loss: 1.1169 2022-09-18 02:40:09,968 - mmdet - INFO - Epoch [20][1350/7330] lr: 1.000e-04, eta: 19:38:56, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1598, s0.acc: 94.4568, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2128, s1.loss_cls: 0.0763, s1.acc: 94.5365, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1085, s2.loss_cls: 0.0380, s2.acc: 94.4418, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0523, loss: 1.0744 2022-09-18 02:40:38,291 - mmdet - INFO - Epoch [20][1400/7330] lr: 1.000e-04, eta: 19:38:27, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1630, s0.acc: 94.3159, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2141, s1.loss_cls: 0.0773, s1.acc: 94.4714, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1095, s2.loss_cls: 0.0381, s2.acc: 94.3341, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0520, loss: 1.0905 2022-09-18 02:41:06,637 - mmdet - INFO - Epoch [20][1450/7330] lr: 1.000e-04, eta: 19:37:58, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1549, s0.acc: 94.5720, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2000, s1.loss_cls: 0.0737, s1.acc: 94.7198, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1039, s2.loss_cls: 0.0371, s2.acc: 94.5152, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0492, loss: 1.0417 2022-09-18 02:41:34,681 - mmdet - INFO - Epoch [20][1500/7330] lr: 1.000e-04, eta: 19:37:29, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1611, s0.acc: 94.3259, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2084, s1.loss_cls: 0.0779, s1.acc: 94.4098, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1070, s2.loss_cls: 0.0391, s2.acc: 94.3334, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0512, loss: 1.0778 2022-09-18 02:42:03,642 - mmdet - INFO - Epoch [20][1550/7330] lr: 1.000e-04, eta: 19:37:00, time: 0.579, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1621, s0.acc: 94.4097, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2155, s1.loss_cls: 0.0783, s1.acc: 94.4148, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1098, s2.loss_cls: 0.0387, s2.acc: 94.3492, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0520, loss: 1.0947 2022-09-18 02:42:31,484 - mmdet - INFO - Epoch [20][1600/7330] lr: 1.000e-04, eta: 19:36:31, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1694, s0.acc: 94.1091, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2164, s1.loss_cls: 0.0822, s1.acc: 94.0488, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1101, s2.loss_cls: 0.0407, s2.acc: 93.9369, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0529, loss: 1.1179 2022-09-18 02:42:59,863 - mmdet - INFO - Epoch [20][1650/7330] lr: 1.000e-04, eta: 19:36:02, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1662, s0.acc: 94.2234, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2186, s1.loss_cls: 0.0798, s1.acc: 94.3172, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1110, s2.loss_cls: 0.0394, s2.acc: 94.2428, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0526, loss: 1.1179 2022-09-18 02:43:27,699 - mmdet - INFO - Epoch [20][1700/7330] lr: 1.000e-04, eta: 19:35:32, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1701, s0.acc: 94.0103, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2163, s1.loss_cls: 0.0822, s1.acc: 94.0533, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1101, s2.loss_cls: 0.0406, s2.acc: 93.9661, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0523, loss: 1.1172 2022-09-18 02:43:55,469 - mmdet - INFO - Epoch [20][1750/7330] lr: 1.000e-04, eta: 19:35:03, time: 0.552, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1649, s0.acc: 94.2830, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2114, s1.loss_cls: 0.0794, s1.acc: 94.3984, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1105, s2.loss_cls: 0.0392, s2.acc: 94.2844, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0532, loss: 1.0909 2022-09-18 02:44:24,689 - mmdet - INFO - Epoch [20][1800/7330] lr: 1.000e-04, eta: 19:34:35, time: 0.588, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1720, s0.acc: 93.9644, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2166, s1.loss_cls: 0.0823, s1.acc: 94.1616, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1100, s2.loss_cls: 0.0409, s2.acc: 94.0466, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0529, loss: 1.1340 2022-09-18 02:44:52,692 - mmdet - INFO - Epoch [20][1850/7330] lr: 1.000e-04, eta: 19:34:05, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1648, s0.acc: 94.2764, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2197, s1.loss_cls: 0.0785, s1.acc: 94.3619, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1113, s2.loss_cls: 0.0388, s2.acc: 94.3558, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0529, loss: 1.0939 2022-09-18 02:45:21,336 - mmdet - INFO - Epoch [20][1900/7330] lr: 1.000e-04, eta: 19:33:37, time: 0.573, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1688, s0.acc: 94.1316, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2099, s1.loss_cls: 0.0808, s1.acc: 94.2952, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1083, s2.loss_cls: 0.0400, s2.acc: 94.1570, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0522, loss: 1.0992 2022-09-18 02:45:49,476 - mmdet - INFO - Epoch [20][1950/7330] lr: 1.000e-04, eta: 19:33:07, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1664, s0.acc: 94.1726, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2068, s1.loss_cls: 0.0787, s1.acc: 94.3820, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1075, s2.loss_cls: 0.0389, s2.acc: 94.3281, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0511, loss: 1.0933 2022-09-18 02:46:17,794 - mmdet - INFO - Epoch [20][2000/7330] lr: 1.000e-04, eta: 19:32:38, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1674, s0.acc: 94.1838, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2141, s1.loss_cls: 0.0808, s1.acc: 94.3120, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1093, s2.loss_cls: 0.0402, s2.acc: 94.1677, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0519, loss: 1.1082 2022-09-18 02:46:47,335 - mmdet - INFO - Epoch [20][2050/7330] lr: 1.000e-04, eta: 19:32:10, time: 0.592, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1668, s0.acc: 94.1440, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2112, s1.loss_cls: 0.0814, s1.acc: 94.1881, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1077, s2.loss_cls: 0.0403, s2.acc: 94.0698, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0521, loss: 1.0992 2022-09-18 02:47:15,323 - mmdet - INFO - Epoch [20][2100/7330] lr: 1.000e-04, eta: 19:31:41, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1707, s0.acc: 94.1111, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2151, s1.loss_cls: 0.0832, s1.acc: 93.9938, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1115, s2.loss_cls: 0.0412, s2.acc: 93.9285, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0534, loss: 1.1179 2022-09-18 02:47:43,685 - mmdet - INFO - Epoch [20][2150/7330] lr: 1.000e-04, eta: 19:31:12, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1685, s0.acc: 94.0820, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2125, s1.loss_cls: 0.0812, s1.acc: 94.1768, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1082, s2.loss_cls: 0.0402, s2.acc: 94.0556, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0520, loss: 1.1015 2022-09-18 02:48:11,639 - mmdet - INFO - Epoch [20][2200/7330] lr: 1.000e-04, eta: 19:30:43, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1681, s0.acc: 94.3000, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2115, s1.loss_cls: 0.0814, s1.acc: 94.3238, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1084, s2.loss_cls: 0.0398, s2.acc: 94.2779, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0522, loss: 1.0837 2022-09-18 02:48:40,145 - mmdet - INFO - Epoch [20][2250/7330] lr: 1.000e-04, eta: 19:30:14, time: 0.570, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1590, s0.acc: 94.5327, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2104, s1.loss_cls: 0.0764, s1.acc: 94.6076, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1085, s2.loss_cls: 0.0377, s2.acc: 94.5006, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0524, loss: 1.0679 2022-09-18 02:49:08,409 - mmdet - INFO - Epoch [20][2300/7330] lr: 1.000e-04, eta: 19:29:45, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1633, s0.acc: 94.2188, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2139, s1.loss_cls: 0.0786, s1.acc: 94.3580, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1088, s2.loss_cls: 0.0389, s2.acc: 94.3017, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0522, loss: 1.0873 2022-09-18 02:49:36,428 - mmdet - INFO - Epoch [20][2350/7330] lr: 1.000e-04, eta: 19:29:16, time: 0.560, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1645, s0.acc: 94.1550, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2139, s1.loss_cls: 0.0809, s1.acc: 94.1026, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1095, s2.loss_cls: 0.0402, s2.acc: 93.9387, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0527, loss: 1.1045 2022-09-18 02:50:05,057 - mmdet - INFO - Epoch [20][2400/7330] lr: 1.000e-04, eta: 19:28:47, time: 0.573, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1745, s0.acc: 93.9351, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2154, s1.loss_cls: 0.0848, s1.acc: 93.9647, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1102, s2.loss_cls: 0.0413, s2.acc: 93.9560, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0524, loss: 1.1256 2022-09-18 02:50:32,745 - mmdet - INFO - Epoch [20][2450/7330] lr: 1.000e-04, eta: 19:28:17, time: 0.553, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1655, s0.acc: 94.3494, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2098, s1.loss_cls: 0.0794, s1.acc: 94.4749, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1069, s2.loss_cls: 0.0390, s2.acc: 94.3630, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0506, loss: 1.0780 2022-09-18 02:51:01,118 - mmdet - INFO - Epoch [20][2500/7330] lr: 1.000e-04, eta: 19:27:48, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1665, s0.acc: 94.3167, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2097, s1.loss_cls: 0.0791, s1.acc: 94.4427, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1068, s2.loss_cls: 0.0392, s2.acc: 94.2886, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0507, loss: 1.0871 2022-09-18 02:51:29,297 - mmdet - INFO - Epoch [20][2550/7330] lr: 1.000e-04, eta: 19:27:19, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1673, s0.acc: 94.3408, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2068, s1.loss_cls: 0.0796, s1.acc: 94.4724, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1057, s2.loss_cls: 0.0391, s2.acc: 94.3036, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0506, loss: 1.0816 2022-09-18 02:51:57,287 - mmdet - INFO - Epoch [20][2600/7330] lr: 1.000e-04, eta: 19:26:50, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1709, s0.acc: 94.1111, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2143, s1.loss_cls: 0.0822, s1.acc: 94.1377, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1093, s2.loss_cls: 0.0403, s2.acc: 94.0817, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0523, loss: 1.1112 2022-09-18 02:52:24,854 - mmdet - INFO - Epoch [20][2650/7330] lr: 1.000e-04, eta: 19:26:20, time: 0.551, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1537, s0.acc: 94.6733, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2081, s1.loss_cls: 0.0742, s1.acc: 94.7907, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1075, s2.loss_cls: 0.0367, s2.acc: 94.6340, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0511, loss: 1.0433 2022-09-18 02:52:52,873 - mmdet - INFO - Epoch [20][2700/7330] lr: 1.000e-04, eta: 19:25:51, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1627, s0.acc: 94.3057, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2111, s1.loss_cls: 0.0787, s1.acc: 94.3312, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1071, s2.loss_cls: 0.0393, s2.acc: 94.1980, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0511, loss: 1.0852 2022-09-18 02:53:21,252 - mmdet - INFO - Epoch [20][2750/7330] lr: 1.000e-04, eta: 19:25:22, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1731, s0.acc: 93.9983, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2155, s1.loss_cls: 0.0831, s1.acc: 94.0185, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1092, s2.loss_cls: 0.0412, s2.acc: 93.9450, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0520, loss: 1.1221 2022-09-18 02:53:49,527 - mmdet - INFO - Epoch [20][2800/7330] lr: 1.000e-04, eta: 19:24:53, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1632, s0.acc: 94.3066, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2133, s1.loss_cls: 0.0792, s1.acc: 94.3388, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1079, s2.loss_cls: 0.0394, s2.acc: 94.2911, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0516, loss: 1.0863 2022-09-18 02:54:18,051 - mmdet - INFO - Epoch [20][2850/7330] lr: 1.000e-04, eta: 19:24:24, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1696, s0.acc: 94.1350, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2133, s1.loss_cls: 0.0820, s1.acc: 94.1521, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1086, s2.loss_cls: 0.0406, s2.acc: 94.1285, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0522, loss: 1.1076 2022-09-18 02:54:46,623 - mmdet - INFO - Epoch [20][2900/7330] lr: 1.000e-04, eta: 19:23:55, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1674, s0.acc: 94.1768, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2172, s1.loss_cls: 0.0817, s1.acc: 94.1577, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1105, s2.loss_cls: 0.0409, s2.acc: 94.0013, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0529, loss: 1.1102 2022-09-18 02:55:15,245 - mmdet - INFO - Epoch [20][2950/7330] lr: 1.000e-04, eta: 19:23:27, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1612, s0.acc: 94.4714, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2077, s1.loss_cls: 0.0786, s1.acc: 94.4846, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1077, s2.loss_cls: 0.0381, s2.acc: 94.4374, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0515, loss: 1.0691 2022-09-18 02:55:43,977 - mmdet - INFO - Epoch [20][3000/7330] lr: 1.000e-04, eta: 19:22:58, time: 0.575, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1632, s0.acc: 94.4319, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2080, s1.loss_cls: 0.0797, s1.acc: 94.4170, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1067, s2.loss_cls: 0.0388, s2.acc: 94.4333, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0510, loss: 1.0642 2022-09-18 02:56:12,797 - mmdet - INFO - Epoch [20][3050/7330] lr: 1.000e-04, eta: 19:22:29, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1681, s0.acc: 94.1995, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2150, s1.loss_cls: 0.0812, s1.acc: 94.2519, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1098, s2.loss_cls: 0.0402, s2.acc: 94.1702, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0522, loss: 1.1144 2022-09-18 02:56:40,850 - mmdet - INFO - Epoch [20][3100/7330] lr: 1.000e-04, eta: 19:22:00, time: 0.563, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1589, s0.acc: 94.4329, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2168, s1.loss_cls: 0.0758, s1.acc: 94.5329, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1112, s2.loss_cls: 0.0373, s2.acc: 94.5041, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0531, loss: 1.0863 2022-09-18 02:57:09,323 - mmdet - INFO - Epoch [20][3150/7330] lr: 1.000e-04, eta: 19:21:31, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1660, s0.acc: 94.3289, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2075, s1.loss_cls: 0.0801, s1.acc: 94.3746, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1057, s2.loss_cls: 0.0396, s2.acc: 94.2281, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0505, loss: 1.0832 2022-09-18 02:57:37,506 - mmdet - INFO - Epoch [20][3200/7330] lr: 1.000e-04, eta: 19:21:02, time: 0.564, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1614, s0.acc: 94.3689, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2101, s1.loss_cls: 0.0793, s1.acc: 94.2908, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1077, s2.loss_cls: 0.0392, s2.acc: 94.1884, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0515, loss: 1.0816 2022-09-18 02:58:05,798 - mmdet - INFO - Epoch [20][3250/7330] lr: 1.000e-04, eta: 19:20:33, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1743, s0.acc: 93.9563, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2162, s1.loss_cls: 0.0846, s1.acc: 93.9668, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1098, s2.loss_cls: 0.0418, s2.acc: 93.8459, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0522, loss: 1.1419 2022-09-18 02:58:34,081 - mmdet - INFO - Epoch [20][3300/7330] lr: 1.000e-04, eta: 19:20:04, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1555, s0.acc: 94.6650, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2088, s1.loss_cls: 0.0755, s1.acc: 94.6815, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1068, s2.loss_cls: 0.0374, s2.acc: 94.5890, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0510, loss: 1.0472 2022-09-18 02:59:01,984 - mmdet - INFO - Epoch [20][3350/7330] lr: 1.000e-04, eta: 19:19:35, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1638, s0.acc: 94.3740, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2089, s1.loss_cls: 0.0785, s1.acc: 94.5451, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1079, s2.loss_cls: 0.0392, s2.acc: 94.3524, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0510, loss: 1.0810 2022-09-18 02:59:30,008 - mmdet - INFO - Epoch [20][3400/7330] lr: 1.000e-04, eta: 19:19:06, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1619, s0.acc: 94.2881, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2089, s1.loss_cls: 0.0788, s1.acc: 94.3396, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1065, s2.loss_cls: 0.0395, s2.acc: 94.1037, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0504, loss: 1.0740 2022-09-18 02:59:58,048 - mmdet - INFO - Epoch [20][3450/7330] lr: 1.000e-04, eta: 19:18:36, time: 0.560, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1654, s0.acc: 94.1926, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2128, s1.loss_cls: 0.0810, s1.acc: 94.1126, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1087, s2.loss_cls: 0.0405, s2.acc: 93.9934, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0521, loss: 1.1043 2022-09-18 03:00:25,809 - mmdet - INFO - Epoch [20][3500/7330] lr: 1.000e-04, eta: 19:18:07, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1670, s0.acc: 94.1472, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2096, s1.loss_cls: 0.0807, s1.acc: 94.1872, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1072, s2.loss_cls: 0.0398, s2.acc: 94.1671, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0512, loss: 1.0951 2022-09-18 03:00:54,644 - mmdet - INFO - Epoch [20][3550/7330] lr: 1.000e-04, eta: 19:17:38, time: 0.576, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1652, s0.acc: 94.3423, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2096, s1.loss_cls: 0.0790, s1.acc: 94.3782, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1065, s2.loss_cls: 0.0395, s2.acc: 94.1662, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0508, loss: 1.0800 2022-09-18 03:01:22,547 - mmdet - INFO - Epoch [20][3600/7330] lr: 1.000e-04, eta: 19:17:09, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1696, s0.acc: 94.2554, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2150, s1.loss_cls: 0.0815, s1.acc: 94.3221, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1093, s2.loss_cls: 0.0400, s2.acc: 94.2591, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0522, loss: 1.1029 2022-09-18 03:01:50,943 - mmdet - INFO - Epoch [20][3650/7330] lr: 1.000e-04, eta: 19:16:40, time: 0.567, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1666, s0.acc: 94.2810, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2129, s1.loss_cls: 0.0808, s1.acc: 94.3025, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1080, s2.loss_cls: 0.0398, s2.acc: 94.1235, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0517, loss: 1.0892 2022-09-18 03:02:19,065 - mmdet - INFO - Epoch [20][3700/7330] lr: 1.000e-04, eta: 19:16:11, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1623, s0.acc: 94.3032, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2163, s1.loss_cls: 0.0786, s1.acc: 94.3716, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1098, s2.loss_cls: 0.0393, s2.acc: 94.2446, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0522, loss: 1.0868 2022-09-18 03:02:46,666 - mmdet - INFO - Epoch [20][3750/7330] lr: 1.000e-04, eta: 19:15:41, time: 0.552, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1617, s0.acc: 94.4429, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2091, s1.loss_cls: 0.0779, s1.acc: 94.5514, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1076, s2.loss_cls: 0.0388, s2.acc: 94.4007, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0515, loss: 1.0685 2022-09-18 03:03:15,337 - mmdet - INFO - Epoch [20][3800/7330] lr: 1.000e-04, eta: 19:15:12, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1651, s0.acc: 94.2759, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2169, s1.loss_cls: 0.0797, s1.acc: 94.2982, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1109, s2.loss_cls: 0.0390, s2.acc: 94.2778, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0531, loss: 1.1004 2022-09-18 03:03:42,943 - mmdet - INFO - Epoch [20][3850/7330] lr: 1.000e-04, eta: 19:14:43, time: 0.552, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1565, s0.acc: 94.4971, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2081, s1.loss_cls: 0.0776, s1.acc: 94.4149, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1067, s2.loss_cls: 0.0383, s2.acc: 94.3751, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0513, loss: 1.0543 2022-09-18 03:04:11,482 - mmdet - INFO - Epoch [20][3900/7330] lr: 1.000e-04, eta: 19:14:14, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1613, s0.acc: 94.4482, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2071, s1.loss_cls: 0.0779, s1.acc: 94.5603, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1056, s2.loss_cls: 0.0386, s2.acc: 94.4657, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0507, loss: 1.0605 2022-09-18 03:04:39,353 - mmdet - INFO - Epoch [20][3950/7330] lr: 1.000e-04, eta: 19:13:45, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1599, s0.acc: 94.5603, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2084, s1.loss_cls: 0.0773, s1.acc: 94.5654, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1052, s2.loss_cls: 0.0379, s2.acc: 94.4794, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0505, loss: 1.0510 2022-09-18 03:05:08,343 - mmdet - INFO - Epoch [20][4000/7330] lr: 1.000e-04, eta: 19:13:16, time: 0.579, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1733, s0.acc: 94.0281, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2180, s1.loss_cls: 0.0840, s1.acc: 94.0766, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1111, s2.loss_cls: 0.0417, s2.acc: 93.9553, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0530, loss: 1.1325 2022-09-18 03:05:36,710 - mmdet - INFO - Epoch [20][4050/7330] lr: 1.000e-04, eta: 19:12:47, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1632, s0.acc: 94.3926, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2086, s1.loss_cls: 0.0776, s1.acc: 94.5501, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1061, s2.loss_cls: 0.0381, s2.acc: 94.4768, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0509, loss: 1.0673 2022-09-18 03:06:04,787 - mmdet - INFO - Epoch [20][4100/7330] lr: 1.000e-04, eta: 19:12:18, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1688, s0.acc: 94.1123, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2120, s1.loss_cls: 0.0817, s1.acc: 94.1476, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1075, s2.loss_cls: 0.0399, s2.acc: 94.1330, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0514, loss: 1.0934 2022-09-18 03:06:33,451 - mmdet - INFO - Epoch [20][4150/7330] lr: 1.000e-04, eta: 19:11:49, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1663, s0.acc: 94.1619, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2171, s1.loss_cls: 0.0803, s1.acc: 94.2840, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1114, s2.loss_cls: 0.0402, s2.acc: 94.0605, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0537, loss: 1.1134 2022-09-18 03:07:02,305 - mmdet - INFO - Epoch [20][4200/7330] lr: 1.000e-04, eta: 19:11:21, time: 0.577, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1752, s0.acc: 93.8418, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2117, s1.loss_cls: 0.0840, s1.acc: 93.9393, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1079, s2.loss_cls: 0.0424, s2.acc: 93.8432, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0514, loss: 1.1291 2022-09-18 03:07:31,210 - mmdet - INFO - Epoch [20][4250/7330] lr: 1.000e-04, eta: 19:10:52, time: 0.578, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1719, s0.acc: 94.0315, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2122, s1.loss_cls: 0.0834, s1.acc: 94.0233, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1088, s2.loss_cls: 0.0413, s2.acc: 94.0104, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0522, loss: 1.1180 2022-09-18 03:07:59,620 - mmdet - INFO - Epoch [20][4300/7330] lr: 1.000e-04, eta: 19:10:23, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1780, s0.acc: 93.9702, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2160, s1.loss_cls: 0.0848, s1.acc: 94.1319, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1095, s2.loss_cls: 0.0414, s2.acc: 94.0612, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0524, loss: 1.1296 2022-09-18 03:08:27,971 - mmdet - INFO - Epoch [20][4350/7330] lr: 1.000e-04, eta: 19:09:54, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1683, s0.acc: 94.2820, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2135, s1.loss_cls: 0.0810, s1.acc: 94.3920, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1079, s2.loss_cls: 0.0397, s2.acc: 94.3560, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0516, loss: 1.0885 2022-09-18 03:08:56,390 - mmdet - INFO - Epoch [20][4400/7330] lr: 1.000e-04, eta: 19:09:26, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1658, s0.acc: 94.2334, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2175, s1.loss_cls: 0.0794, s1.acc: 94.3373, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1095, s2.loss_cls: 0.0396, s2.acc: 94.2619, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0521, loss: 1.0933 2022-09-18 03:09:24,398 - mmdet - INFO - Epoch [20][4450/7330] lr: 1.000e-04, eta: 19:08:56, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1622, s0.acc: 94.4070, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2137, s1.loss_cls: 0.0773, s1.acc: 94.4481, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1084, s2.loss_cls: 0.0380, s2.acc: 94.3397, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0515, loss: 1.0736 2022-09-18 03:09:53,285 - mmdet - INFO - Epoch [20][4500/7330] lr: 1.000e-04, eta: 19:08:28, time: 0.578, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1667, s0.acc: 94.3000, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2130, s1.loss_cls: 0.0809, s1.acc: 94.3039, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1076, s2.loss_cls: 0.0400, s2.acc: 94.1174, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0511, loss: 1.0865 2022-09-18 03:10:21,267 - mmdet - INFO - Epoch [20][4550/7330] lr: 1.000e-04, eta: 19:07:59, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1607, s0.acc: 94.3684, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2156, s1.loss_cls: 0.0778, s1.acc: 94.4082, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1108, s2.loss_cls: 0.0385, s2.acc: 94.2785, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0524, loss: 1.0822 2022-09-18 03:10:49,084 - mmdet - INFO - Epoch [20][4600/7330] lr: 1.000e-04, eta: 19:07:29, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1602, s0.acc: 94.3987, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2084, s1.loss_cls: 0.0778, s1.acc: 94.4453, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1078, s2.loss_cls: 0.0385, s2.acc: 94.2915, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0514, loss: 1.0786 2022-09-18 03:11:17,578 - mmdet - INFO - Epoch [20][4650/7330] lr: 1.000e-04, eta: 19:07:00, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1795, s0.acc: 93.8108, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2128, s1.loss_cls: 0.0865, s1.acc: 93.8454, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1083, s2.loss_cls: 0.0429, s2.acc: 93.6434, s2.loss_bbox: 0.0461, s2.loss_mask: 0.0514, loss: 1.1415 2022-09-18 03:11:45,401 - mmdet - INFO - Epoch [20][4700/7330] lr: 1.000e-04, eta: 19:06:31, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1636, s0.acc: 94.2449, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2119, s1.loss_cls: 0.0791, s1.acc: 94.3024, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1088, s2.loss_cls: 0.0391, s2.acc: 94.2229, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0523, loss: 1.0919 2022-09-18 03:12:14,034 - mmdet - INFO - Epoch [20][4750/7330] lr: 1.000e-04, eta: 19:06:02, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1601, s0.acc: 94.5037, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2078, s1.loss_cls: 0.0771, s1.acc: 94.5557, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1069, s2.loss_cls: 0.0379, s2.acc: 94.4718, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0512, loss: 1.0669 2022-09-18 03:12:42,375 - mmdet - INFO - Epoch [20][4800/7330] lr: 1.000e-04, eta: 19:05:33, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1650, s0.acc: 94.2659, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2120, s1.loss_cls: 0.0791, s1.acc: 94.3232, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1087, s2.loss_cls: 0.0386, s2.acc: 94.2798, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0518, loss: 1.0919 2022-09-18 03:13:10,551 - mmdet - INFO - Epoch [20][4850/7330] lr: 1.000e-04, eta: 19:05:04, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1612, s0.acc: 94.4028, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2082, s1.loss_cls: 0.0781, s1.acc: 94.4362, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1070, s2.loss_cls: 0.0387, s2.acc: 94.3486, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0514, loss: 1.0704 2022-09-18 03:13:39,320 - mmdet - INFO - Epoch [20][4900/7330] lr: 1.000e-04, eta: 19:04:35, time: 0.576, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1699, s0.acc: 94.0911, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2196, s1.loss_cls: 0.0827, s1.acc: 94.1159, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1119, s2.loss_cls: 0.0404, s2.acc: 94.0384, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0531, loss: 1.1315 2022-09-18 03:14:07,522 - mmdet - INFO - Epoch [20][4950/7330] lr: 1.000e-04, eta: 19:04:06, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1740, s0.acc: 93.9810, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2179, s1.loss_cls: 0.0837, s1.acc: 94.1115, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1105, s2.loss_cls: 0.0415, s2.acc: 93.9057, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0524, loss: 1.1291 2022-09-18 03:14:35,740 - mmdet - INFO - Epoch [20][5000/7330] lr: 1.000e-04, eta: 19:03:37, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1658, s0.acc: 94.2520, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2090, s1.loss_cls: 0.0799, s1.acc: 94.4006, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1074, s2.loss_cls: 0.0393, s2.acc: 94.3629, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0512, loss: 1.0902 2022-09-18 03:15:03,977 - mmdet - INFO - Epoch [20][5050/7330] lr: 1.000e-04, eta: 19:03:08, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1674, s0.acc: 94.1521, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2154, s1.loss_cls: 0.0806, s1.acc: 94.2685, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1105, s2.loss_cls: 0.0400, s2.acc: 94.0880, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0527, loss: 1.1120 2022-09-18 03:15:32,022 - mmdet - INFO - Epoch [20][5100/7330] lr: 1.000e-04, eta: 19:02:39, time: 0.560, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1690, s0.acc: 94.2612, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2112, s1.loss_cls: 0.0813, s1.acc: 94.3163, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1080, s2.loss_cls: 0.0399, s2.acc: 94.3036, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0519, loss: 1.1000 2022-09-18 03:15:59,855 - mmdet - INFO - Epoch [20][5150/7330] lr: 1.000e-04, eta: 19:02:10, time: 0.556, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1591, s0.acc: 94.5427, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2054, s1.loss_cls: 0.0776, s1.acc: 94.4999, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1047, s2.loss_cls: 0.0384, s2.acc: 94.3334, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0497, loss: 1.0522 2022-09-18 03:16:27,915 - mmdet - INFO - Epoch [20][5200/7330] lr: 1.000e-04, eta: 19:01:40, time: 0.562, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1623, s0.acc: 94.4937, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2097, s1.loss_cls: 0.0791, s1.acc: 94.4832, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1074, s2.loss_cls: 0.0393, s2.acc: 94.3310, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0514, loss: 1.0737 2022-09-18 03:16:56,244 - mmdet - INFO - Epoch [20][5250/7330] lr: 1.000e-04, eta: 19:01:11, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1647, s0.acc: 94.2878, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2046, s1.loss_cls: 0.0800, s1.acc: 94.3438, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1048, s2.loss_cls: 0.0400, s2.acc: 94.1313, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0503, loss: 1.0819 2022-09-18 03:17:24,715 - mmdet - INFO - Epoch [20][5300/7330] lr: 1.000e-04, eta: 19:00:43, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1614, s0.acc: 94.5100, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2057, s1.loss_cls: 0.0767, s1.acc: 94.7030, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1050, s2.loss_cls: 0.0374, s2.acc: 94.7300, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0501, loss: 1.0439 2022-09-18 03:17:52,349 - mmdet - INFO - Epoch [20][5350/7330] lr: 1.000e-04, eta: 19:00:13, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1760, s0.acc: 94.0200, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2178, s1.loss_cls: 0.0865, s1.acc: 93.8700, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1111, s2.loss_cls: 0.0420, s2.acc: 93.8313, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0526, loss: 1.1273 2022-09-18 03:18:19,955 - mmdet - INFO - Epoch [20][5400/7330] lr: 1.000e-04, eta: 18:59:43, time: 0.551, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1633, s0.acc: 94.3562, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2064, s1.loss_cls: 0.0798, s1.acc: 94.3012, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1059, s2.loss_cls: 0.0396, s2.acc: 94.1871, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0504, loss: 1.0578 2022-09-18 03:18:47,956 - mmdet - INFO - Epoch [20][5450/7330] lr: 1.000e-04, eta: 18:59:14, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1695, s0.acc: 94.0735, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2126, s1.loss_cls: 0.0819, s1.acc: 94.0598, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1086, s2.loss_cls: 0.0410, s2.acc: 93.9246, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0519, loss: 1.1078 2022-09-18 03:19:16,022 - mmdet - INFO - Epoch [20][5500/7330] lr: 1.000e-04, eta: 18:58:45, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1602, s0.acc: 94.4451, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2143, s1.loss_cls: 0.0778, s1.acc: 94.4914, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1094, s2.loss_cls: 0.0381, s2.acc: 94.3907, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0525, loss: 1.0793 2022-09-18 03:19:44,085 - mmdet - INFO - Epoch [20][5550/7330] lr: 1.000e-04, eta: 18:58:16, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1667, s0.acc: 94.2039, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2057, s1.loss_cls: 0.0813, s1.acc: 94.1668, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1056, s2.loss_cls: 0.0404, s2.acc: 94.0614, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0505, loss: 1.0808 2022-09-18 03:20:12,396 - mmdet - INFO - Epoch [20][5600/7330] lr: 1.000e-04, eta: 18:57:47, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1691, s0.acc: 94.2063, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2071, s1.loss_cls: 0.0829, s1.acc: 94.2357, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1063, s2.loss_cls: 0.0411, s2.acc: 94.1748, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0507, loss: 1.0888 2022-09-18 03:20:40,190 - mmdet - INFO - Epoch [20][5650/7330] lr: 1.000e-04, eta: 18:57:17, time: 0.555, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1599, s0.acc: 94.4045, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2124, s1.loss_cls: 0.0776, s1.acc: 94.4332, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1070, s2.loss_cls: 0.0388, s2.acc: 94.3672, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0514, loss: 1.0653 2022-09-18 03:21:07,723 - mmdet - INFO - Epoch [20][5700/7330] lr: 1.000e-04, eta: 18:56:48, time: 0.551, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1703, s0.acc: 94.1372, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2164, s1.loss_cls: 0.0815, s1.acc: 94.2660, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1101, s2.loss_cls: 0.0407, s2.acc: 94.1562, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0527, loss: 1.1071 2022-09-18 03:21:36,124 - mmdet - INFO - Epoch [20][5750/7330] lr: 1.000e-04, eta: 18:56:19, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1688, s0.acc: 94.3093, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2171, s1.loss_cls: 0.0807, s1.acc: 94.3556, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1103, s2.loss_cls: 0.0401, s2.acc: 94.2347, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0525, loss: 1.1048 2022-09-18 03:22:04,145 - mmdet - INFO - Epoch [20][5800/7330] lr: 1.000e-04, eta: 18:55:50, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1622, s0.acc: 94.2512, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2146, s1.loss_cls: 0.0796, s1.acc: 94.2492, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1105, s2.loss_cls: 0.0395, s2.acc: 94.1100, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0525, loss: 1.0995 2022-09-18 03:22:32,140 - mmdet - INFO - Epoch [20][5850/7330] lr: 1.000e-04, eta: 18:55:20, time: 0.560, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1621, s0.acc: 94.3708, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2122, s1.loss_cls: 0.0792, s1.acc: 94.4304, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1092, s2.loss_cls: 0.0395, s2.acc: 94.2544, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0523, loss: 1.0804 2022-09-18 03:23:00,337 - mmdet - INFO - Epoch [20][5900/7330] lr: 1.000e-04, eta: 18:54:51, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1533, s0.acc: 94.7253, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2192, s1.loss_cls: 0.0741, s1.acc: 94.7766, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1122, s2.loss_cls: 0.0370, s2.acc: 94.5830, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0533, loss: 1.0501 2022-09-18 03:23:28,862 - mmdet - INFO - Epoch [20][5950/7330] lr: 1.000e-04, eta: 18:54:23, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1814, s0.acc: 93.8125, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2233, s1.loss_cls: 0.0873, s1.acc: 93.8627, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1132, s2.loss_cls: 0.0427, s2.acc: 93.8296, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0541, loss: 1.1609 2022-09-18 03:23:56,740 - mmdet - INFO - Epoch [20][6000/7330] lr: 1.000e-04, eta: 18:53:53, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1743, s0.acc: 94.1577, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2102, s1.loss_cls: 0.0840, s1.acc: 94.2302, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1078, s2.loss_cls: 0.0403, s2.acc: 94.1917, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0517, loss: 1.0996 2022-09-18 03:24:24,414 - mmdet - INFO - Epoch [20][6050/7330] lr: 1.000e-04, eta: 18:53:24, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1673, s0.acc: 94.3699, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2142, s1.loss_cls: 0.0810, s1.acc: 94.4277, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1092, s2.loss_cls: 0.0395, s2.acc: 94.3648, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0522, loss: 1.0939 2022-09-18 03:24:52,214 - mmdet - INFO - Epoch [20][6100/7330] lr: 1.000e-04, eta: 18:52:54, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1676, s0.acc: 94.2676, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2112, s1.loss_cls: 0.0817, s1.acc: 94.2820, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1079, s2.loss_cls: 0.0405, s2.acc: 94.2073, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0516, loss: 1.0880 2022-09-18 03:25:20,677 - mmdet - INFO - Epoch [20][6150/7330] lr: 1.000e-04, eta: 18:52:26, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1743, s0.acc: 94.0684, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2118, s1.loss_cls: 0.0843, s1.acc: 94.1271, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1083, s2.loss_cls: 0.0418, s2.acc: 94.0122, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0518, loss: 1.1119 2022-09-18 03:25:48,993 - mmdet - INFO - Epoch [20][6200/7330] lr: 1.000e-04, eta: 18:51:57, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1702, s0.acc: 94.1216, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2135, s1.loss_cls: 0.0813, s1.acc: 94.3112, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1092, s2.loss_cls: 0.0399, s2.acc: 94.2232, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0526, loss: 1.1031 2022-09-18 03:26:16,804 - mmdet - INFO - Epoch [20][6250/7330] lr: 1.000e-04, eta: 18:51:27, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1565, s0.acc: 94.6021, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2156, s1.loss_cls: 0.0766, s1.acc: 94.5644, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1101, s2.loss_cls: 0.0376, s2.acc: 94.4430, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0529, loss: 1.0604 2022-09-18 03:26:45,280 - mmdet - INFO - Epoch [20][6300/7330] lr: 1.000e-04, eta: 18:50:58, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1750, s0.acc: 94.0486, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2194, s1.loss_cls: 0.0843, s1.acc: 94.1273, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1107, s2.loss_cls: 0.0415, s2.acc: 94.0151, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0527, loss: 1.1347 2022-09-18 03:27:13,752 - mmdet - INFO - Epoch [20][6350/7330] lr: 1.000e-04, eta: 18:50:29, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1533, s0.acc: 94.6370, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2053, s1.loss_cls: 0.0741, s1.acc: 94.6583, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1054, s2.loss_cls: 0.0375, s2.acc: 94.5280, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0507, loss: 1.0480 2022-09-18 03:27:41,891 - mmdet - INFO - Epoch [20][6400/7330] lr: 1.000e-04, eta: 18:50:00, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1636, s0.acc: 94.4602, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2170, s1.loss_cls: 0.0785, s1.acc: 94.5200, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1105, s2.loss_cls: 0.0388, s2.acc: 94.4516, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0524, loss: 1.0945 2022-09-18 03:28:09,545 - mmdet - INFO - Epoch [20][6450/7330] lr: 1.000e-04, eta: 18:49:31, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1617, s0.acc: 94.5010, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2148, s1.loss_cls: 0.0774, s1.acc: 94.6064, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1101, s2.loss_cls: 0.0385, s2.acc: 94.5094, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0526, loss: 1.0714 2022-09-18 03:28:37,796 - mmdet - INFO - Epoch [20][6500/7330] lr: 1.000e-04, eta: 18:49:02, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1633, s0.acc: 94.3301, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2099, s1.loss_cls: 0.0788, s1.acc: 94.3981, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1072, s2.loss_cls: 0.0387, s2.acc: 94.2868, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0516, loss: 1.0811 2022-09-18 03:29:06,046 - mmdet - INFO - Epoch [20][6550/7330] lr: 1.000e-04, eta: 18:48:33, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1739, s0.acc: 94.0349, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2181, s1.loss_cls: 0.0837, s1.acc: 94.1438, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1105, s2.loss_cls: 0.0417, s2.acc: 94.0362, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0523, loss: 1.1175 2022-09-18 03:29:34,758 - mmdet - INFO - Epoch [20][6600/7330] lr: 1.000e-04, eta: 18:48:04, time: 0.574, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1751, s0.acc: 94.0100, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2189, s1.loss_cls: 0.0845, s1.acc: 94.0484, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1109, s2.loss_cls: 0.0418, s2.acc: 93.9623, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0527, loss: 1.1397 2022-09-18 03:30:03,353 - mmdet - INFO - Epoch [20][6650/7330] lr: 1.000e-04, eta: 18:47:35, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1697, s0.acc: 94.2498, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2135, s1.loss_cls: 0.0811, s1.acc: 94.3526, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1092, s2.loss_cls: 0.0402, s2.acc: 94.1681, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0522, loss: 1.1009 2022-09-18 03:30:31,244 - mmdet - INFO - Epoch [20][6700/7330] lr: 1.000e-04, eta: 18:47:06, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1667, s0.acc: 94.3003, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2202, s1.loss_cls: 0.0796, s1.acc: 94.3699, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1125, s2.loss_cls: 0.0397, s2.acc: 94.2324, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0532, loss: 1.0955 2022-09-18 03:30:59,720 - mmdet - INFO - Epoch [20][6750/7330] lr: 1.000e-04, eta: 18:46:37, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1737, s0.acc: 93.9526, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2143, s1.loss_cls: 0.0858, s1.acc: 93.9305, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1095, s2.loss_cls: 0.0425, s2.acc: 93.7778, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0519, loss: 1.1246 2022-09-18 03:31:28,051 - mmdet - INFO - Epoch [20][6800/7330] lr: 1.000e-04, eta: 18:46:08, time: 0.567, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1633, s0.acc: 94.3401, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2065, s1.loss_cls: 0.0791, s1.acc: 94.3092, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1060, s2.loss_cls: 0.0384, s2.acc: 94.4343, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0511, loss: 1.0590 2022-09-18 03:31:55,969 - mmdet - INFO - Epoch [20][6850/7330] lr: 1.000e-04, eta: 18:45:39, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1663, s0.acc: 94.3928, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2157, s1.loss_cls: 0.0812, s1.acc: 94.3021, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1099, s2.loss_cls: 0.0403, s2.acc: 94.1248, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0525, loss: 1.0865 2022-09-18 03:32:24,110 - mmdet - INFO - Epoch [20][6900/7330] lr: 1.000e-04, eta: 18:45:10, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1621, s0.acc: 94.3743, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2120, s1.loss_cls: 0.0789, s1.acc: 94.4236, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1078, s2.loss_cls: 0.0391, s2.acc: 94.3080, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0521, loss: 1.0788 2022-09-18 03:32:52,623 - mmdet - INFO - Epoch [20][6950/7330] lr: 1.000e-04, eta: 18:44:41, time: 0.570, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1729, s0.acc: 93.9729, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2200, s1.loss_cls: 0.0832, s1.acc: 94.0487, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1121, s2.loss_cls: 0.0410, s2.acc: 93.9343, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0533, loss: 1.1370 2022-09-18 03:33:20,947 - mmdet - INFO - Epoch [20][7000/7330] lr: 1.000e-04, eta: 18:44:12, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1674, s0.acc: 94.2197, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2124, s1.loss_cls: 0.0813, s1.acc: 94.2218, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1072, s2.loss_cls: 0.0408, s2.acc: 94.0233, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0515, loss: 1.0922 2022-09-18 03:33:49,303 - mmdet - INFO - Epoch [20][7050/7330] lr: 1.000e-04, eta: 18:43:43, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1698, s0.acc: 94.1707, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2131, s1.loss_cls: 0.0815, s1.acc: 94.2156, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1088, s2.loss_cls: 0.0406, s2.acc: 94.1979, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0520, loss: 1.0978 2022-09-18 03:34:17,227 - mmdet - INFO - Epoch [20][7100/7330] lr: 1.000e-04, eta: 18:43:14, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1638, s0.acc: 94.3411, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2068, s1.loss_cls: 0.0788, s1.acc: 94.4027, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1059, s2.loss_cls: 0.0394, s2.acc: 94.2395, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0504, loss: 1.0679 2022-09-18 03:34:45,680 - mmdet - INFO - Epoch [20][7150/7330] lr: 1.000e-04, eta: 18:42:45, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1704, s0.acc: 94.1545, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2099, s1.loss_cls: 0.0813, s1.acc: 94.2802, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1078, s2.loss_cls: 0.0409, s2.acc: 94.0936, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0514, loss: 1.1102 2022-09-18 03:35:13,941 - mmdet - INFO - Epoch [20][7200/7330] lr: 1.000e-04, eta: 18:42:16, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1607, s0.acc: 94.4680, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2088, s1.loss_cls: 0.0776, s1.acc: 94.5509, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1067, s2.loss_cls: 0.0383, s2.acc: 94.3787, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0509, loss: 1.0673 2022-09-18 03:35:42,262 - mmdet - INFO - Epoch [20][7250/7330] lr: 1.000e-04, eta: 18:41:47, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1813, s0.acc: 93.8760, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2160, s1.loss_cls: 0.0873, s1.acc: 93.9094, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1095, s2.loss_cls: 0.0431, s2.acc: 93.8619, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0517, loss: 1.1460 2022-09-18 03:36:10,840 - mmdet - INFO - Epoch [20][7300/7330] lr: 1.000e-04, eta: 18:41:18, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1732, s0.acc: 94.0667, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2089, s1.loss_cls: 0.0833, s1.acc: 94.1203, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1069, s2.loss_cls: 0.0412, s2.acc: 94.0226, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0511, loss: 1.1120 2022-09-18 03:36:37,703 - mmdet - INFO - Saving checkpoint at 20 epochs 2022-09-18 03:38:30,803 - mmdet - INFO - Evaluating bbox... 2022-09-18 03:38:57,884 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.476 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.662 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.515 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 ] = 0.512 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 ] = 0.612 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.612 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.612 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.430 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 ] = 0.759 2022-09-18 03:38:57,884 - mmdet - INFO - Evaluating segm... 2022-09-18 03:39:30,911 - 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 ] = 0.632 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.441 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 ] = 0.443 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.594 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 ] = 0.349 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.692 2022-09-18 03:39:31,407 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 03:39:31,407 - mmdet - INFO - Epoch(val) [20][313] bbox_mAP: 0.4760, bbox_mAP_50: 0.6620, bbox_mAP_75: 0.5150, bbox_mAP_s: 0.3120, bbox_mAP_m: 0.5120, bbox_mAP_l: 0.6240, bbox_mAP_copypaste: 0.476 0.662 0.515 0.312 0.512 0.624, segm_mAP: 0.4100, segm_mAP_50: 0.6320, segm_mAP_75: 0.4410, segm_mAP_s: 0.2240, segm_mAP_m: 0.4430, segm_mAP_l: 0.5940, segm_mAP_copypaste: 0.410 0.632 0.441 0.224 0.443 0.594 2022-09-18 03:41:38,753 - mmdet - INFO - Epoch [21][50/7330] lr: 1.000e-04, eta: 18:41:38, time: 2.547, data_time: 1.979, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1582, s0.acc: 94.4629, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2070, s1.loss_cls: 0.0763, s1.acc: 94.5735, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1061, s2.loss_cls: 0.0378, s2.acc: 94.5017, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0509, loss: 1.0628 2022-09-18 03:42:07,876 - mmdet - INFO - Epoch [21][100/7330] lr: 1.000e-04, eta: 18:41:09, time: 0.582, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1611, s0.acc: 94.4033, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2078, s1.loss_cls: 0.0782, s1.acc: 94.4538, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1076, s2.loss_cls: 0.0387, s2.acc: 94.2513, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0516, loss: 1.0785 2022-09-18 03:42:35,834 - mmdet - INFO - Epoch [21][150/7330] lr: 1.000e-04, eta: 18:40:40, time: 0.560, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1641, s0.acc: 94.3508, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2107, s1.loss_cls: 0.0795, s1.acc: 94.3658, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1085, s2.loss_cls: 0.0396, s2.acc: 94.2338, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0514, loss: 1.0887 2022-09-18 03:43:03,879 - mmdet - INFO - Epoch [21][200/7330] lr: 1.000e-04, eta: 18:40:11, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1587, s0.acc: 94.5603, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2035, s1.loss_cls: 0.0759, s1.acc: 94.6056, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1046, s2.loss_cls: 0.0373, s2.acc: 94.5919, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0498, loss: 1.0465 2022-09-18 03:43:32,600 - mmdet - INFO - Epoch [21][250/7330] lr: 1.000e-04, eta: 18:39:42, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1679, s0.acc: 94.2305, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2109, s1.loss_cls: 0.0797, s1.acc: 94.4094, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1083, s2.loss_cls: 0.0396, s2.acc: 94.2836, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0519, loss: 1.0927 2022-09-18 03:44:00,921 - mmdet - INFO - Epoch [21][300/7330] lr: 1.000e-04, eta: 18:39:13, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1571, s0.acc: 94.4421, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2082, s1.loss_cls: 0.0761, s1.acc: 94.5083, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1074, s2.loss_cls: 0.0380, s2.acc: 94.3903, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0509, loss: 1.0698 2022-09-18 03:44:29,278 - mmdet - INFO - Epoch [21][350/7330] lr: 1.000e-04, eta: 18:38:44, time: 0.567, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1517, s0.acc: 94.6846, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2017, s1.loss_cls: 0.0725, s1.acc: 94.7719, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1043, s2.loss_cls: 0.0363, s2.acc: 94.6273, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0500, loss: 1.0348 2022-09-18 03:44:57,188 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 03:44:57,188 - mmdet - INFO - Epoch [21][400/7330] lr: 1.000e-04, eta: 18:38:15, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1618, s0.acc: 94.3372, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2126, s1.loss_cls: 0.0768, s1.acc: 94.5308, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1091, s2.loss_cls: 0.0388, s2.acc: 94.2269, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0522, loss: 1.0941 2022-09-18 03:45:25,245 - mmdet - INFO - Epoch [21][450/7330] lr: 1.000e-04, eta: 18:37:45, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1576, s0.acc: 94.4045, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2140, s1.loss_cls: 0.0764, s1.acc: 94.5173, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1086, s2.loss_cls: 0.0376, s2.acc: 94.4375, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0522, loss: 1.0613 2022-09-18 03:45:54,155 - mmdet - INFO - Epoch [21][500/7330] lr: 1.000e-04, eta: 18:37:17, time: 0.578, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1628, s0.acc: 94.3772, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2097, s1.loss_cls: 0.0783, s1.acc: 94.4641, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1081, s2.loss_cls: 0.0395, s2.acc: 94.2480, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0519, loss: 1.0880 2022-09-18 03:46:23,009 - mmdet - INFO - Epoch [21][550/7330] lr: 1.000e-04, eta: 18:36:48, time: 0.577, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1617, s0.acc: 94.3730, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2105, s1.loss_cls: 0.0777, s1.acc: 94.4534, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1076, s2.loss_cls: 0.0385, s2.acc: 94.3846, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0515, loss: 1.0782 2022-09-18 03:46:50,982 - mmdet - INFO - Epoch [21][600/7330] lr: 1.000e-04, eta: 18:36:19, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1566, s0.acc: 94.4641, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2040, s1.loss_cls: 0.0756, s1.acc: 94.4909, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1043, s2.loss_cls: 0.0377, s2.acc: 94.3865, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0499, loss: 1.0539 2022-09-18 03:47:19,700 - mmdet - INFO - Epoch [21][650/7330] lr: 1.000e-04, eta: 18:35:50, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1645, s0.acc: 94.3950, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2143, s1.loss_cls: 0.0787, s1.acc: 94.4346, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1105, s2.loss_cls: 0.0389, s2.acc: 94.3564, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0529, loss: 1.0950 2022-09-18 03:47:48,050 - mmdet - INFO - Epoch [21][700/7330] lr: 1.000e-04, eta: 18:35:21, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1512, s0.acc: 94.6511, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2044, s1.loss_cls: 0.0724, s1.acc: 94.8155, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1061, s2.loss_cls: 0.0364, s2.acc: 94.6697, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0512, loss: 1.0328 2022-09-18 03:48:16,864 - mmdet - INFO - Epoch [21][750/7330] lr: 1.000e-04, eta: 18:34:53, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1664, s0.acc: 94.1519, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2109, s1.loss_cls: 0.0802, s1.acc: 94.2323, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1073, s2.loss_cls: 0.0395, s2.acc: 94.0838, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0510, loss: 1.1088 2022-09-18 03:48:44,829 - mmdet - INFO - Epoch [21][800/7330] lr: 1.000e-04, eta: 18:34:23, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1531, s0.acc: 94.7256, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2077, s1.loss_cls: 0.0742, s1.acc: 94.6464, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1059, s2.loss_cls: 0.0368, s2.acc: 94.6154, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0501, loss: 1.0419 2022-09-18 03:49:12,503 - mmdet - INFO - Epoch [21][850/7330] lr: 1.000e-04, eta: 18:33:54, time: 0.554, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1446, s0.acc: 94.9656, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2137, s1.loss_cls: 0.0695, s1.acc: 94.9545, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1094, s2.loss_cls: 0.0349, s2.acc: 94.8700, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0522, loss: 1.0264 2022-09-18 03:49:40,489 - mmdet - INFO - Epoch [21][900/7330] lr: 1.000e-04, eta: 18:33:25, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1558, s0.acc: 94.5798, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2118, s1.loss_cls: 0.0753, s1.acc: 94.5417, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1073, s2.loss_cls: 0.0371, s2.acc: 94.5298, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0509, loss: 1.0546 2022-09-18 03:50:09,077 - mmdet - INFO - Epoch [21][950/7330] lr: 1.000e-04, eta: 18:32:56, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1593, s0.acc: 94.4536, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2108, s1.loss_cls: 0.0765, s1.acc: 94.5015, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1073, s2.loss_cls: 0.0381, s2.acc: 94.3414, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0513, loss: 1.0630 2022-09-18 03:50:37,170 - mmdet - INFO - Epoch [21][1000/7330] lr: 1.000e-04, eta: 18:32:27, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1573, s0.acc: 94.4348, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2102, s1.loss_cls: 0.0773, s1.acc: 94.4110, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1091, s2.loss_cls: 0.0384, s2.acc: 94.2567, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0522, loss: 1.0707 2022-09-18 03:51:05,420 - mmdet - INFO - Epoch [21][1050/7330] lr: 1.000e-04, eta: 18:31:58, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1632, s0.acc: 94.2661, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2129, s1.loss_cls: 0.0797, s1.acc: 94.2349, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1085, s2.loss_cls: 0.0391, s2.acc: 94.1983, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0520, loss: 1.0939 2022-09-18 03:51:34,169 - mmdet - INFO - Epoch [21][1100/7330] lr: 1.000e-04, eta: 18:31:29, time: 0.575, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1565, s0.acc: 94.5513, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2072, s1.loss_cls: 0.0756, s1.acc: 94.6385, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1063, s2.loss_cls: 0.0378, s2.acc: 94.5191, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0512, loss: 1.0580 2022-09-18 03:52:02,378 - mmdet - INFO - Epoch [21][1150/7330] lr: 1.000e-04, eta: 18:31:00, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1686, s0.acc: 94.0374, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2180, s1.loss_cls: 0.0806, s1.acc: 94.0747, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1113, s2.loss_cls: 0.0397, s2.acc: 94.1529, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0530, loss: 1.1099 2022-09-18 03:52:30,730 - mmdet - INFO - Epoch [21][1200/7330] lr: 1.000e-04, eta: 18:30:31, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1623, s0.acc: 94.3755, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2056, s1.loss_cls: 0.0781, s1.acc: 94.4230, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1055, s2.loss_cls: 0.0387, s2.acc: 94.3562, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0506, loss: 1.0680 2022-09-18 03:52:58,650 - mmdet - INFO - Epoch [21][1250/7330] lr: 1.000e-04, eta: 18:30:02, time: 0.557, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1674, s0.acc: 94.1133, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2106, s1.loss_cls: 0.0815, s1.acc: 94.1719, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1075, s2.loss_cls: 0.0396, s2.acc: 94.0630, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0513, loss: 1.1016 2022-09-18 03:53:26,672 - mmdet - INFO - Epoch [21][1300/7330] lr: 1.000e-04, eta: 18:29:32, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1617, s0.acc: 94.3538, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2162, s1.loss_cls: 0.0780, s1.acc: 94.3832, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1103, s2.loss_cls: 0.0391, s2.acc: 94.2803, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0529, loss: 1.0823 2022-09-18 03:53:54,730 - mmdet - INFO - Epoch [21][1350/7330] lr: 1.000e-04, eta: 18:29:03, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1628, s0.acc: 94.3206, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2156, s1.loss_cls: 0.0787, s1.acc: 94.3653, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1104, s2.loss_cls: 0.0395, s2.acc: 94.0924, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0526, loss: 1.0960 2022-09-18 03:54:22,526 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 03:54:22,527 - mmdet - INFO - Epoch [21][1400/7330] lr: 1.000e-04, eta: 18:28:34, time: 0.556, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1666, s0.acc: 94.1831, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2104, s1.loss_cls: 0.0795, s1.acc: 94.2925, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1073, s2.loss_cls: 0.0392, s2.acc: 94.2603, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0509, loss: 1.0884 2022-09-18 03:54:50,606 - mmdet - INFO - Epoch [21][1450/7330] lr: 1.000e-04, eta: 18:28:05, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1589, s0.acc: 94.4419, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2080, s1.loss_cls: 0.0764, s1.acc: 94.5203, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1066, s2.loss_cls: 0.0382, s2.acc: 94.3937, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0507, loss: 1.0714 2022-09-18 03:55:18,735 - mmdet - INFO - Epoch [21][1500/7330] lr: 1.000e-04, eta: 18:27:35, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1614, s0.acc: 94.4458, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2056, s1.loss_cls: 0.0776, s1.acc: 94.4521, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1050, s2.loss_cls: 0.0389, s2.acc: 94.3175, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0505, loss: 1.0669 2022-09-18 03:55:47,054 - mmdet - INFO - Epoch [21][1550/7330] lr: 1.000e-04, eta: 18:27:06, time: 0.566, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1575, s0.acc: 94.6047, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2106, s1.loss_cls: 0.0748, s1.acc: 94.7166, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1076, s2.loss_cls: 0.0375, s2.acc: 94.5992, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0518, loss: 1.0599 2022-09-18 03:56:15,427 - mmdet - INFO - Epoch [21][1600/7330] lr: 1.000e-04, eta: 18:26:37, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1717, s0.acc: 94.0635, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2150, s1.loss_cls: 0.0831, s1.acc: 94.0908, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1093, s2.loss_cls: 0.0414, s2.acc: 93.9006, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0522, loss: 1.1208 2022-09-18 03:56:43,942 - mmdet - INFO - Epoch [21][1650/7330] lr: 1.000e-04, eta: 18:26:09, time: 0.569, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1637, s0.acc: 94.2666, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2137, s1.loss_cls: 0.0794, s1.acc: 94.3120, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1099, s2.loss_cls: 0.0394, s2.acc: 94.1212, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0521, loss: 1.1032 2022-09-18 03:57:11,883 - mmdet - INFO - Epoch [21][1700/7330] lr: 1.000e-04, eta: 18:25:39, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1579, s0.acc: 94.6221, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2086, s1.loss_cls: 0.0765, s1.acc: 94.6875, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1067, s2.loss_cls: 0.0376, s2.acc: 94.5857, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0509, loss: 1.0599 2022-09-18 03:57:39,824 - mmdet - INFO - Epoch [21][1750/7330] lr: 1.000e-04, eta: 18:25:10, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1582, s0.acc: 94.6836, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2065, s1.loss_cls: 0.0774, s1.acc: 94.7292, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1070, s2.loss_cls: 0.0377, s2.acc: 94.7113, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0513, loss: 1.0511 2022-09-18 03:58:08,209 - mmdet - INFO - Epoch [21][1800/7330] lr: 1.000e-04, eta: 18:24:41, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1641, s0.acc: 94.3472, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2166, s1.loss_cls: 0.0791, s1.acc: 94.4527, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1102, s2.loss_cls: 0.0388, s2.acc: 94.4358, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0528, loss: 1.0831 2022-09-18 03:58:36,316 - mmdet - INFO - Epoch [21][1850/7330] lr: 1.000e-04, eta: 18:24:12, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1611, s0.acc: 94.3755, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2077, s1.loss_cls: 0.0772, s1.acc: 94.5225, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1062, s2.loss_cls: 0.0387, s2.acc: 94.3931, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0511, loss: 1.0719 2022-09-18 03:59:04,316 - mmdet - INFO - Epoch [21][1900/7330] lr: 1.000e-04, eta: 18:23:43, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1662, s0.acc: 94.3538, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2147, s1.loss_cls: 0.0798, s1.acc: 94.4007, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1099, s2.loss_cls: 0.0393, s2.acc: 94.3321, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0528, loss: 1.0971 2022-09-18 03:59:32,216 - mmdet - INFO - Epoch [21][1950/7330] lr: 1.000e-04, eta: 18:23:13, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1667, s0.acc: 94.3230, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2119, s1.loss_cls: 0.0807, s1.acc: 94.3546, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1082, s2.loss_cls: 0.0400, s2.acc: 94.2089, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0519, loss: 1.0878 2022-09-18 04:00:00,560 - mmdet - INFO - Epoch [21][2000/7330] lr: 1.000e-04, eta: 18:22:44, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1548, s0.acc: 94.5559, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2085, s1.loss_cls: 0.0756, s1.acc: 94.5416, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1072, s2.loss_cls: 0.0379, s2.acc: 94.2781, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0511, loss: 1.0603 2022-09-18 04:00:28,991 - mmdet - INFO - Epoch [21][2050/7330] lr: 1.000e-04, eta: 18:22:16, time: 0.569, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1604, s0.acc: 94.4082, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2068, s1.loss_cls: 0.0787, s1.acc: 94.4003, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1049, s2.loss_cls: 0.0392, s2.acc: 94.2690, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0500, loss: 1.0576 2022-09-18 04:00:56,845 - mmdet - INFO - Epoch [21][2100/7330] lr: 1.000e-04, eta: 18:21:46, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1642, s0.acc: 94.4148, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2129, s1.loss_cls: 0.0774, s1.acc: 94.5721, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1091, s2.loss_cls: 0.0380, s2.acc: 94.4744, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0523, loss: 1.0837 2022-09-18 04:01:25,491 - mmdet - INFO - Epoch [21][2150/7330] lr: 1.000e-04, eta: 18:21:17, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1571, s0.acc: 94.4631, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2080, s1.loss_cls: 0.0757, s1.acc: 94.4781, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1065, s2.loss_cls: 0.0371, s2.acc: 94.4372, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0510, loss: 1.0636 2022-09-18 04:01:53,456 - mmdet - INFO - Epoch [21][2200/7330] lr: 1.000e-04, eta: 18:20:48, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1612, s0.acc: 94.4150, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2098, s1.loss_cls: 0.0776, s1.acc: 94.5050, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1078, s2.loss_cls: 0.0384, s2.acc: 94.4011, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0520, loss: 1.0736 2022-09-18 04:02:21,443 - mmdet - INFO - Epoch [21][2250/7330] lr: 1.000e-04, eta: 18:20:19, time: 0.560, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1591, s0.acc: 94.4255, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2089, s1.loss_cls: 0.0770, s1.acc: 94.4551, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1072, s2.loss_cls: 0.0377, s2.acc: 94.4048, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0513, loss: 1.0648 2022-09-18 04:02:50,721 - mmdet - INFO - Epoch [21][2300/7330] lr: 1.000e-04, eta: 18:19:51, time: 0.585, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1663, s0.acc: 94.1604, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2068, s1.loss_cls: 0.0793, s1.acc: 94.2710, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1065, s2.loss_cls: 0.0392, s2.acc: 94.1070, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0509, loss: 1.0950 2022-09-18 04:03:18,985 - mmdet - INFO - Epoch [21][2350/7330] lr: 1.000e-04, eta: 18:19:22, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1698, s0.acc: 94.1033, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2163, s1.loss_cls: 0.0807, s1.acc: 94.2317, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1109, s2.loss_cls: 0.0394, s2.acc: 94.1814, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0531, loss: 1.1155 2022-09-18 04:03:47,412 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 04:03:47,415 - mmdet - INFO - Epoch [21][2400/7330] lr: 1.000e-04, eta: 18:18:53, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1552, s0.acc: 94.6008, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2054, s1.loss_cls: 0.0739, s1.acc: 94.7289, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1049, s2.loss_cls: 0.0366, s2.acc: 94.6425, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0505, loss: 1.0496 2022-09-18 04:04:15,665 - mmdet - INFO - Epoch [21][2450/7330] lr: 1.000e-04, eta: 18:18:24, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1575, s0.acc: 94.4873, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2058, s1.loss_cls: 0.0752, s1.acc: 94.5957, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1070, s2.loss_cls: 0.0373, s2.acc: 94.4547, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0518, loss: 1.0636 2022-09-18 04:04:43,600 - mmdet - INFO - Epoch [21][2500/7330] lr: 1.000e-04, eta: 18:17:54, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1594, s0.acc: 94.4783, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2068, s1.loss_cls: 0.0767, s1.acc: 94.5741, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1070, s2.loss_cls: 0.0380, s2.acc: 94.4580, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0512, loss: 1.0713 2022-09-18 04:05:11,488 - mmdet - INFO - Epoch [21][2550/7330] lr: 1.000e-04, eta: 18:17:25, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1703, s0.acc: 94.0977, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2182, s1.loss_cls: 0.0819, s1.acc: 94.0769, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1108, s2.loss_cls: 0.0402, s2.acc: 94.0370, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0523, loss: 1.1196 2022-09-18 04:05:39,474 - mmdet - INFO - Epoch [21][2600/7330] lr: 1.000e-04, eta: 18:16:56, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1601, s0.acc: 94.3835, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2076, s1.loss_cls: 0.0772, s1.acc: 94.4293, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1062, s2.loss_cls: 0.0377, s2.acc: 94.4050, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0512, loss: 1.0659 2022-09-18 04:06:06,968 - mmdet - INFO - Epoch [21][2650/7330] lr: 1.000e-04, eta: 18:16:26, time: 0.550, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1603, s0.acc: 94.4568, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2055, s1.loss_cls: 0.0775, s1.acc: 94.5649, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1056, s2.loss_cls: 0.0381, s2.acc: 94.4512, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0506, loss: 1.0494 2022-09-18 04:06:34,933 - mmdet - INFO - Epoch [21][2700/7330] lr: 1.000e-04, eta: 18:15:57, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1570, s0.acc: 94.4915, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2057, s1.loss_cls: 0.0760, s1.acc: 94.5565, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1059, s2.loss_cls: 0.0382, s2.acc: 94.3913, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0508, loss: 1.0596 2022-09-18 04:07:02,933 - mmdet - INFO - Epoch [21][2750/7330] lr: 1.000e-04, eta: 18:15:28, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1639, s0.acc: 94.3101, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2082, s1.loss_cls: 0.0778, s1.acc: 94.4355, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1078, s2.loss_cls: 0.0386, s2.acc: 94.2948, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0517, loss: 1.0828 2022-09-18 04:07:32,623 - mmdet - INFO - Epoch [21][2800/7330] lr: 1.000e-04, eta: 18:15:00, time: 0.594, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1694, s0.acc: 94.1279, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2052, s1.loss_cls: 0.0809, s1.acc: 94.2561, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1047, s2.loss_cls: 0.0399, s2.acc: 94.1852, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0497, loss: 1.0902 2022-09-18 04:08:00,700 - mmdet - INFO - Epoch [21][2850/7330] lr: 1.000e-04, eta: 18:14:31, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1686, s0.acc: 94.1765, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2103, s1.loss_cls: 0.0814, s1.acc: 94.1672, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1066, s2.loss_cls: 0.0396, s2.acc: 94.1995, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0508, loss: 1.0995 2022-09-18 04:08:28,917 - mmdet - INFO - Epoch [21][2900/7330] lr: 1.000e-04, eta: 18:14:02, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1615, s0.acc: 94.4270, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2143, s1.loss_cls: 0.0772, s1.acc: 94.5533, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1101, s2.loss_cls: 0.0386, s2.acc: 94.4590, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0526, loss: 1.0857 2022-09-18 04:08:57,077 - mmdet - INFO - Epoch [21][2950/7330] lr: 1.000e-04, eta: 18:13:33, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1618, s0.acc: 94.3064, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2139, s1.loss_cls: 0.0783, s1.acc: 94.3632, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1094, s2.loss_cls: 0.0383, s2.acc: 94.3563, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0520, loss: 1.0949 2022-09-18 04:09:25,237 - mmdet - INFO - Epoch [21][3000/7330] lr: 1.000e-04, eta: 18:13:03, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1694, s0.acc: 94.2583, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2184, s1.loss_cls: 0.0805, s1.acc: 94.3288, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1119, s2.loss_cls: 0.0393, s2.acc: 94.2753, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0532, loss: 1.1060 2022-09-18 04:09:53,556 - mmdet - INFO - Epoch [21][3050/7330] lr: 1.000e-04, eta: 18:12:34, time: 0.567, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1625, s0.acc: 94.3306, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2120, s1.loss_cls: 0.0792, s1.acc: 94.3471, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1098, s2.loss_cls: 0.0399, s2.acc: 94.1448, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0525, loss: 1.0837 2022-09-18 04:10:21,742 - mmdet - INFO - Epoch [21][3100/7330] lr: 1.000e-04, eta: 18:12:05, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1574, s0.acc: 94.4565, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2095, s1.loss_cls: 0.0762, s1.acc: 94.4401, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1083, s2.loss_cls: 0.0382, s2.acc: 94.3254, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0517, loss: 1.0628 2022-09-18 04:10:50,203 - mmdet - INFO - Epoch [21][3150/7330] lr: 1.000e-04, eta: 18:11:36, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1715, s0.acc: 94.1150, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2141, s1.loss_cls: 0.0821, s1.acc: 94.2277, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1100, s2.loss_cls: 0.0407, s2.acc: 94.0478, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0526, loss: 1.1135 2022-09-18 04:11:18,688 - mmdet - INFO - Epoch [21][3200/7330] lr: 1.000e-04, eta: 18:11:08, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1667, s0.acc: 94.1643, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2100, s1.loss_cls: 0.0817, s1.acc: 94.1534, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1076, s2.loss_cls: 0.0399, s2.acc: 94.1338, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0515, loss: 1.0906 2022-09-18 04:11:47,156 - mmdet - INFO - Epoch [21][3250/7330] lr: 1.000e-04, eta: 18:10:39, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1659, s0.acc: 94.2505, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2062, s1.loss_cls: 0.0797, s1.acc: 94.3966, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1057, s2.loss_cls: 0.0389, s2.acc: 94.3205, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0507, loss: 1.0825 2022-09-18 04:12:15,238 - mmdet - INFO - Epoch [21][3300/7330] lr: 1.000e-04, eta: 18:10:10, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1721, s0.acc: 94.1060, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2180, s1.loss_cls: 0.0827, s1.acc: 94.2212, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1101, s2.loss_cls: 0.0405, s2.acc: 94.1580, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0526, loss: 1.1117 2022-09-18 04:12:43,069 - mmdet - INFO - Epoch [21][3350/7330] lr: 1.000e-04, eta: 18:09:40, time: 0.556, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1608, s0.acc: 94.4458, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2090, s1.loss_cls: 0.0783, s1.acc: 94.4724, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1065, s2.loss_cls: 0.0388, s2.acc: 94.3307, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0508, loss: 1.0624 2022-09-18 04:13:10,937 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 04:13:10,937 - mmdet - INFO - Epoch [21][3400/7330] lr: 1.000e-04, eta: 18:09:11, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1568, s0.acc: 94.6057, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2168, s1.loss_cls: 0.0754, s1.acc: 94.6166, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1102, s2.loss_cls: 0.0377, s2.acc: 94.5749, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0525, loss: 1.0708 2022-09-18 04:13:39,007 - mmdet - INFO - Epoch [21][3450/7330] lr: 1.000e-04, eta: 18:08:42, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1655, s0.acc: 94.3501, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2123, s1.loss_cls: 0.0804, s1.acc: 94.4311, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1086, s2.loss_cls: 0.0396, s2.acc: 94.2628, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0516, loss: 1.0830 2022-09-18 04:14:07,099 - mmdet - INFO - Epoch [21][3500/7330] lr: 1.000e-04, eta: 18:08:13, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1701, s0.acc: 94.1387, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2063, s1.loss_cls: 0.0824, s1.acc: 94.2075, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1069, s2.loss_cls: 0.0407, s2.acc: 94.0246, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0513, loss: 1.0934 2022-09-18 04:14:35,789 - mmdet - INFO - Epoch [21][3550/7330] lr: 1.000e-04, eta: 18:07:44, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1636, s0.acc: 94.3621, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2117, s1.loss_cls: 0.0790, s1.acc: 94.3612, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1085, s2.loss_cls: 0.0389, s2.acc: 94.3762, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0521, loss: 1.0795 2022-09-18 04:15:04,064 - mmdet - INFO - Epoch [21][3600/7330] lr: 1.000e-04, eta: 18:07:15, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1666, s0.acc: 94.2007, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2083, s1.loss_cls: 0.0810, s1.acc: 94.0622, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1065, s2.loss_cls: 0.0404, s2.acc: 93.9454, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0513, loss: 1.0794 2022-09-18 04:15:31,961 - mmdet - INFO - Epoch [21][3650/7330] lr: 1.000e-04, eta: 18:06:46, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1683, s0.acc: 94.0991, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2155, s1.loss_cls: 0.0802, s1.acc: 94.2570, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1092, s2.loss_cls: 0.0399, s2.acc: 94.1592, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0523, loss: 1.1111 2022-09-18 04:16:00,389 - mmdet - INFO - Epoch [21][3700/7330] lr: 1.000e-04, eta: 18:06:17, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1647, s0.acc: 94.2720, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2135, s1.loss_cls: 0.0782, s1.acc: 94.3608, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1087, s2.loss_cls: 0.0387, s2.acc: 94.2497, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0520, loss: 1.1072 2022-09-18 04:16:28,380 - mmdet - INFO - Epoch [21][3750/7330] lr: 1.000e-04, eta: 18:05:47, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1625, s0.acc: 94.3130, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2112, s1.loss_cls: 0.0787, s1.acc: 94.3338, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1079, s2.loss_cls: 0.0390, s2.acc: 94.2881, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0510, loss: 1.0816 2022-09-18 04:16:56,471 - mmdet - INFO - Epoch [21][3800/7330] lr: 1.000e-04, eta: 18:05:18, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1653, s0.acc: 94.2397, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2142, s1.loss_cls: 0.0804, s1.acc: 94.2245, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1098, s2.loss_cls: 0.0396, s2.acc: 94.2170, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0527, loss: 1.0884 2022-09-18 04:17:23,936 - mmdet - INFO - Epoch [21][3850/7330] lr: 1.000e-04, eta: 18:04:49, time: 0.549, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1647, s0.acc: 94.3364, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2078, s1.loss_cls: 0.0796, s1.acc: 94.3487, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1073, s2.loss_cls: 0.0392, s2.acc: 94.3149, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0513, loss: 1.0749 2022-09-18 04:17:52,061 - mmdet - INFO - Epoch [21][3900/7330] lr: 1.000e-04, eta: 18:04:20, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1618, s0.acc: 94.3838, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2120, s1.loss_cls: 0.0778, s1.acc: 94.4409, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1105, s2.loss_cls: 0.0384, s2.acc: 94.4057, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0527, loss: 1.0883 2022-09-18 04:18:19,592 - mmdet - INFO - Epoch [21][3950/7330] lr: 1.000e-04, eta: 18:03:50, time: 0.550, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1512, s0.acc: 94.7722, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2123, s1.loss_cls: 0.0729, s1.acc: 94.8421, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1074, s2.loss_cls: 0.0360, s2.acc: 94.6572, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0513, loss: 1.0400 2022-09-18 04:18:48,560 - mmdet - INFO - Epoch [21][4000/7330] lr: 1.000e-04, eta: 18:03:22, time: 0.580, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1595, s0.acc: 94.4958, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2095, s1.loss_cls: 0.0762, s1.acc: 94.6142, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1079, s2.loss_cls: 0.0380, s2.acc: 94.4330, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0519, loss: 1.0736 2022-09-18 04:19:17,047 - mmdet - INFO - Epoch [21][4050/7330] lr: 1.000e-04, eta: 18:02:53, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1601, s0.acc: 94.3987, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2142, s1.loss_cls: 0.0769, s1.acc: 94.4471, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1108, s2.loss_cls: 0.0381, s2.acc: 94.3364, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0531, loss: 1.0825 2022-09-18 04:19:44,887 - mmdet - INFO - Epoch [21][4100/7330] lr: 1.000e-04, eta: 18:02:23, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1587, s0.acc: 94.4949, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2076, s1.loss_cls: 0.0771, s1.acc: 94.5630, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1069, s2.loss_cls: 0.0381, s2.acc: 94.3707, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0509, loss: 1.0663 2022-09-18 04:20:12,614 - mmdet - INFO - Epoch [21][4150/7330] lr: 1.000e-04, eta: 18:01:54, time: 0.554, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1639, s0.acc: 94.3030, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2080, s1.loss_cls: 0.0789, s1.acc: 94.3668, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1067, s2.loss_cls: 0.0394, s2.acc: 94.2928, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0513, loss: 1.0780 2022-09-18 04:20:40,987 - mmdet - INFO - Epoch [21][4200/7330] lr: 1.000e-04, eta: 18:01:25, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1639, s0.acc: 94.3369, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2080, s1.loss_cls: 0.0792, s1.acc: 94.3337, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1064, s2.loss_cls: 0.0394, s2.acc: 94.2905, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0512, loss: 1.0752 2022-09-18 04:21:09,341 - mmdet - INFO - Epoch [21][4250/7330] lr: 1.000e-04, eta: 18:00:56, time: 0.567, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1674, s0.acc: 94.2532, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2153, s1.loss_cls: 0.0813, s1.acc: 94.2797, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1087, s2.loss_cls: 0.0403, s2.acc: 94.1108, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0523, loss: 1.0999 2022-09-18 04:21:37,709 - mmdet - INFO - Epoch [21][4300/7330] lr: 1.000e-04, eta: 18:00:27, time: 0.567, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1709, s0.acc: 94.1250, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2153, s1.loss_cls: 0.0828, s1.acc: 94.1316, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1091, s2.loss_cls: 0.0414, s2.acc: 93.9351, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0519, loss: 1.1077 2022-09-18 04:22:06,208 - mmdet - INFO - Epoch [21][4350/7330] lr: 1.000e-04, eta: 17:59:58, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1688, s0.acc: 94.1660, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2163, s1.loss_cls: 0.0802, s1.acc: 94.3032, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1098, s2.loss_cls: 0.0392, s2.acc: 94.2367, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0524, loss: 1.1102 2022-09-18 04:22:34,240 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 04:22:34,241 - mmdet - INFO - Epoch [21][4400/7330] lr: 1.000e-04, eta: 17:59:29, time: 0.560, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1641, s0.acc: 94.4348, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2101, s1.loss_cls: 0.0790, s1.acc: 94.4819, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1073, s2.loss_cls: 0.0386, s2.acc: 94.5452, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0515, loss: 1.0729 2022-09-18 04:23:02,135 - mmdet - INFO - Epoch [21][4450/7330] lr: 1.000e-04, eta: 17:59:00, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1607, s0.acc: 94.4622, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2113, s1.loss_cls: 0.0765, s1.acc: 94.5885, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1092, s2.loss_cls: 0.0380, s2.acc: 94.4195, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0523, loss: 1.0677 2022-09-18 04:23:30,439 - mmdet - INFO - Epoch [21][4500/7330] lr: 1.000e-04, eta: 17:58:31, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1609, s0.acc: 94.4285, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2129, s1.loss_cls: 0.0769, s1.acc: 94.5319, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1095, s2.loss_cls: 0.0381, s2.acc: 94.3160, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0526, loss: 1.0828 2022-09-18 04:23:58,533 - mmdet - INFO - Epoch [21][4550/7330] lr: 1.000e-04, eta: 17:58:02, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1650, s0.acc: 94.3716, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2111, s1.loss_cls: 0.0797, s1.acc: 94.3967, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1084, s2.loss_cls: 0.0395, s2.acc: 94.3014, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0522, loss: 1.0838 2022-09-18 04:24:26,412 - mmdet - INFO - Epoch [21][4600/7330] lr: 1.000e-04, eta: 17:57:32, time: 0.556, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1773, s0.acc: 93.9407, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2091, s1.loss_cls: 0.0847, s1.acc: 94.0368, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1073, s2.loss_cls: 0.0418, s2.acc: 93.9595, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0515, loss: 1.1153 2022-09-18 04:24:54,503 - mmdet - INFO - Epoch [21][4650/7330] lr: 1.000e-04, eta: 17:57:03, time: 0.564, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1626, s0.acc: 94.4138, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2050, s1.loss_cls: 0.0777, s1.acc: 94.4825, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1051, s2.loss_cls: 0.0393, s2.acc: 94.2382, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0504, loss: 1.0651 2022-09-18 04:25:22,527 - mmdet - INFO - Epoch [21][4700/7330] lr: 1.000e-04, eta: 17:56:34, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1517, s0.acc: 94.7180, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2075, s1.loss_cls: 0.0742, s1.acc: 94.7062, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1086, s2.loss_cls: 0.0370, s2.acc: 94.6108, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0521, loss: 1.0431 2022-09-18 04:25:50,351 - mmdet - INFO - Epoch [21][4750/7330] lr: 1.000e-04, eta: 17:56:05, time: 0.557, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1614, s0.acc: 94.4722, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2064, s1.loss_cls: 0.0784, s1.acc: 94.5283, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1068, s2.loss_cls: 0.0382, s2.acc: 94.5503, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0511, loss: 1.0525 2022-09-18 04:26:18,964 - mmdet - INFO - Epoch [21][4800/7330] lr: 1.000e-04, eta: 17:55:36, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1691, s0.acc: 94.1199, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2125, s1.loss_cls: 0.0807, s1.acc: 94.1702, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1079, s2.loss_cls: 0.0397, s2.acc: 94.0641, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0511, loss: 1.1007 2022-09-18 04:26:46,965 - mmdet - INFO - Epoch [21][4850/7330] lr: 1.000e-04, eta: 17:55:07, time: 0.560, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1566, s0.acc: 94.5310, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2022, s1.loss_cls: 0.0761, s1.acc: 94.6002, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1029, s2.loss_cls: 0.0379, s2.acc: 94.4393, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0494, loss: 1.0427 2022-09-18 04:27:14,968 - mmdet - INFO - Epoch [21][4900/7330] lr: 1.000e-04, eta: 17:54:38, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1706, s0.acc: 94.0771, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2105, s1.loss_cls: 0.0823, s1.acc: 94.1935, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1084, s2.loss_cls: 0.0411, s2.acc: 93.9909, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0517, loss: 1.1093 2022-09-18 04:27:43,009 - mmdet - INFO - Epoch [21][4950/7330] lr: 1.000e-04, eta: 17:54:09, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1611, s0.acc: 94.4949, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2122, s1.loss_cls: 0.0782, s1.acc: 94.5335, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1081, s2.loss_cls: 0.0387, s2.acc: 94.4416, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0518, loss: 1.0765 2022-09-18 04:28:11,111 - mmdet - INFO - Epoch [21][5000/7330] lr: 1.000e-04, eta: 17:53:39, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1582, s0.acc: 94.4702, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2084, s1.loss_cls: 0.0760, s1.acc: 94.5549, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1059, s2.loss_cls: 0.0382, s2.acc: 94.3449, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0511, loss: 1.0621 2022-09-18 04:28:38,794 - mmdet - INFO - Epoch [21][5050/7330] lr: 1.000e-04, eta: 17:53:10, time: 0.554, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1625, s0.acc: 94.3547, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2123, s1.loss_cls: 0.0786, s1.acc: 94.3963, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1074, s2.loss_cls: 0.0395, s2.acc: 94.1993, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0517, loss: 1.0897 2022-09-18 04:29:07,223 - mmdet - INFO - Epoch [21][5100/7330] lr: 1.000e-04, eta: 17:52:41, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1617, s0.acc: 94.3777, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2073, s1.loss_cls: 0.0784, s1.acc: 94.4418, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1071, s2.loss_cls: 0.0386, s2.acc: 94.4036, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0518, loss: 1.0636 2022-09-18 04:29:34,914 - mmdet - INFO - Epoch [21][5150/7330] lr: 1.000e-04, eta: 17:52:12, time: 0.553, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1678, s0.acc: 94.2168, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2103, s1.loss_cls: 0.0800, s1.acc: 94.3009, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1077, s2.loss_cls: 0.0395, s2.acc: 94.2739, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0513, loss: 1.0898 2022-09-18 04:30:03,518 - mmdet - INFO - Epoch [21][5200/7330] lr: 1.000e-04, eta: 17:51:43, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1750, s0.acc: 93.9497, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2155, s1.loss_cls: 0.0854, s1.acc: 93.9846, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1096, s2.loss_cls: 0.0416, s2.acc: 93.9178, s2.loss_bbox: 0.0462, s2.loss_mask: 0.0520, loss: 1.1373 2022-09-18 04:30:31,157 - mmdet - INFO - Epoch [21][5250/7330] lr: 1.000e-04, eta: 17:51:13, time: 0.553, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1630, s0.acc: 94.4104, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2098, s1.loss_cls: 0.0783, s1.acc: 94.4768, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1063, s2.loss_cls: 0.0380, s2.acc: 94.4396, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0508, loss: 1.0765 2022-09-18 04:30:59,074 - mmdet - INFO - Epoch [21][5300/7330] lr: 1.000e-04, eta: 17:50:44, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1650, s0.acc: 94.3240, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2087, s1.loss_cls: 0.0798, s1.acc: 94.3643, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1068, s2.loss_cls: 0.0398, s2.acc: 94.2117, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0515, loss: 1.0861 2022-09-18 04:31:27,517 - mmdet - INFO - Epoch [21][5350/7330] lr: 1.000e-04, eta: 17:50:15, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1646, s0.acc: 94.3323, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2061, s1.loss_cls: 0.0802, s1.acc: 94.3660, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1061, s2.loss_cls: 0.0390, s2.acc: 94.3285, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0507, loss: 1.0821 2022-09-18 04:31:55,620 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 04:31:55,620 - mmdet - INFO - Epoch [21][5400/7330] lr: 1.000e-04, eta: 17:49:46, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1695, s0.acc: 94.0823, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2120, s1.loss_cls: 0.0822, s1.acc: 94.0444, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1081, s2.loss_cls: 0.0406, s2.acc: 93.9339, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0518, loss: 1.1122 2022-09-18 04:32:23,782 - mmdet - INFO - Epoch [21][5450/7330] lr: 1.000e-04, eta: 17:49:17, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1663, s0.acc: 94.3428, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2114, s1.loss_cls: 0.0799, s1.acc: 94.4347, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1093, s2.loss_cls: 0.0392, s2.acc: 94.3133, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0523, loss: 1.0965 2022-09-18 04:32:52,102 - mmdet - INFO - Epoch [21][5500/7330] lr: 1.000e-04, eta: 17:48:48, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1751, s0.acc: 94.0159, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2225, s1.loss_cls: 0.0846, s1.acc: 94.1140, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1130, s2.loss_cls: 0.0419, s2.acc: 93.9200, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0540, loss: 1.1335 2022-09-18 04:33:20,081 - mmdet - INFO - Epoch [21][5550/7330] lr: 1.000e-04, eta: 17:48:19, time: 0.560, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1657, s0.acc: 94.2617, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2136, s1.loss_cls: 0.0796, s1.acc: 94.3686, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1081, s2.loss_cls: 0.0391, s2.acc: 94.2577, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0519, loss: 1.0876 2022-09-18 04:33:48,061 - mmdet - INFO - Epoch [21][5600/7330] lr: 1.000e-04, eta: 17:47:50, time: 0.560, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1707, s0.acc: 94.1401, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2066, s1.loss_cls: 0.0832, s1.acc: 94.1430, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1046, s2.loss_cls: 0.0409, s2.acc: 94.1007, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0501, loss: 1.0864 2022-09-18 04:34:16,180 - mmdet - INFO - Epoch [21][5650/7330] lr: 1.000e-04, eta: 17:47:21, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1757, s0.acc: 93.9495, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2165, s1.loss_cls: 0.0845, s1.acc: 93.8898, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1101, s2.loss_cls: 0.0416, s2.acc: 93.7780, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0519, loss: 1.1296 2022-09-18 04:34:43,593 - mmdet - INFO - Epoch [21][5700/7330] lr: 1.000e-04, eta: 17:46:51, time: 0.548, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1708, s0.acc: 94.2178, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2185, s1.loss_cls: 0.0824, s1.acc: 94.2848, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1103, s2.loss_cls: 0.0408, s2.acc: 94.0985, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0526, loss: 1.1229 2022-09-18 04:35:12,486 - mmdet - INFO - Epoch [21][5750/7330] lr: 1.000e-04, eta: 17:46:23, time: 0.578, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1720, s0.acc: 94.0789, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2157, s1.loss_cls: 0.0840, s1.acc: 94.0046, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1103, s2.loss_cls: 0.0416, s2.acc: 93.9600, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0527, loss: 1.1362 2022-09-18 04:35:40,633 - mmdet - INFO - Epoch [21][5800/7330] lr: 1.000e-04, eta: 17:45:53, time: 0.563, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1680, s0.acc: 94.1042, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2160, s1.loss_cls: 0.0822, s1.acc: 94.1063, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1103, s2.loss_cls: 0.0408, s2.acc: 93.9801, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0529, loss: 1.1108 2022-09-18 04:36:09,159 - mmdet - INFO - Epoch [21][5850/7330] lr: 1.000e-04, eta: 17:45:25, time: 0.570, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1717, s0.acc: 94.0840, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2211, s1.loss_cls: 0.0826, s1.acc: 94.1336, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1121, s2.loss_cls: 0.0410, s2.acc: 93.9744, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0534, loss: 1.1263 2022-09-18 04:36:36,738 - mmdet - INFO - Epoch [21][5900/7330] lr: 1.000e-04, eta: 17:44:55, time: 0.552, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1713, s0.acc: 94.2236, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2152, s1.loss_cls: 0.0813, s1.acc: 94.3213, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1096, s2.loss_cls: 0.0402, s2.acc: 94.2453, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0525, loss: 1.1078 2022-09-18 04:37:04,681 - mmdet - INFO - Epoch [21][5950/7330] lr: 1.000e-04, eta: 17:44:26, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1680, s0.acc: 94.1960, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2114, s1.loss_cls: 0.0822, s1.acc: 94.2305, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1083, s2.loss_cls: 0.0401, s2.acc: 94.1667, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0518, loss: 1.0904 2022-09-18 04:37:33,515 - mmdet - INFO - Epoch [21][6000/7330] lr: 1.000e-04, eta: 17:43:57, time: 0.577, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1657, s0.acc: 94.2944, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2143, s1.loss_cls: 0.0810, s1.acc: 94.3291, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1092, s2.loss_cls: 0.0400, s2.acc: 94.2489, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0525, loss: 1.0932 2022-09-18 04:38:01,679 - mmdet - INFO - Epoch [21][6050/7330] lr: 1.000e-04, eta: 17:43:28, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1671, s0.acc: 94.2346, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2173, s1.loss_cls: 0.0815, s1.acc: 94.2432, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1090, s2.loss_cls: 0.0408, s2.acc: 94.0752, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0519, loss: 1.1111 2022-09-18 04:38:29,754 - mmdet - INFO - Epoch [21][6100/7330] lr: 1.000e-04, eta: 17:42:59, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1791, s0.acc: 93.9146, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2196, s1.loss_cls: 0.0865, s1.acc: 94.0092, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1119, s2.loss_cls: 0.0431, s2.acc: 93.8288, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0537, loss: 1.1469 2022-09-18 04:38:57,506 - mmdet - INFO - Epoch [21][6150/7330] lr: 1.000e-04, eta: 17:42:30, time: 0.554, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1668, s0.acc: 94.1882, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2163, s1.loss_cls: 0.0817, s1.acc: 94.1350, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1098, s2.loss_cls: 0.0409, s2.acc: 93.9574, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0523, loss: 1.1107 2022-09-18 04:39:25,363 - mmdet - INFO - Epoch [21][6200/7330] lr: 1.000e-04, eta: 17:42:01, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1670, s0.acc: 94.2280, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2124, s1.loss_cls: 0.0821, s1.acc: 94.1704, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1086, s2.loss_cls: 0.0403, s2.acc: 94.0793, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0518, loss: 1.0898 2022-09-18 04:39:53,494 - mmdet - INFO - Epoch [21][6250/7330] lr: 1.000e-04, eta: 17:41:31, time: 0.563, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1640, s0.acc: 94.3398, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2161, s1.loss_cls: 0.0791, s1.acc: 94.4055, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1109, s2.loss_cls: 0.0390, s2.acc: 94.2354, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0529, loss: 1.1014 2022-09-18 04:40:21,642 - mmdet - INFO - Epoch [21][6300/7330] lr: 1.000e-04, eta: 17:41:02, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1593, s0.acc: 94.4465, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2086, s1.loss_cls: 0.0779, s1.acc: 94.4200, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1058, s2.loss_cls: 0.0387, s2.acc: 94.4474, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0505, loss: 1.0560 2022-09-18 04:40:50,210 - mmdet - INFO - Epoch [21][6350/7330] lr: 1.000e-04, eta: 17:40:34, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1749, s0.acc: 93.9475, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2148, s1.loss_cls: 0.0850, s1.acc: 94.0324, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1101, s2.loss_cls: 0.0422, s2.acc: 93.8557, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0525, loss: 1.1319 2022-09-18 04:41:18,235 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 04:41:18,236 - mmdet - INFO - Epoch [21][6400/7330] lr: 1.000e-04, eta: 17:40:04, time: 0.560, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1556, s0.acc: 94.5676, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2099, s1.loss_cls: 0.0756, s1.acc: 94.5788, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1080, s2.loss_cls: 0.0375, s2.acc: 94.4592, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0516, loss: 1.0584 2022-09-18 04:41:46,645 - mmdet - INFO - Epoch [21][6450/7330] lr: 1.000e-04, eta: 17:39:36, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1607, s0.acc: 94.3879, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2058, s1.loss_cls: 0.0781, s1.acc: 94.3628, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1068, s2.loss_cls: 0.0395, s2.acc: 94.2015, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0512, loss: 1.0656 2022-09-18 04:42:15,256 - mmdet - INFO - Epoch [21][6500/7330] lr: 1.000e-04, eta: 17:39:07, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1657, s0.acc: 94.3792, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2143, s1.loss_cls: 0.0808, s1.acc: 94.3828, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1085, s2.loss_cls: 0.0401, s2.acc: 94.2485, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0522, loss: 1.0948 2022-09-18 04:42:43,748 - mmdet - INFO - Epoch [21][6550/7330] lr: 1.000e-04, eta: 17:38:38, time: 0.569, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1616, s0.acc: 94.4194, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2151, s1.loss_cls: 0.0777, s1.acc: 94.5204, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1090, s2.loss_cls: 0.0384, s2.acc: 94.4165, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0524, loss: 1.0868 2022-09-18 04:43:12,645 - mmdet - INFO - Epoch [21][6600/7330] lr: 1.000e-04, eta: 17:38:10, time: 0.578, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1592, s0.acc: 94.5149, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2061, s1.loss_cls: 0.0767, s1.acc: 94.4434, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1064, s2.loss_cls: 0.0381, s2.acc: 94.3779, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0510, loss: 1.0636 2022-09-18 04:43:41,001 - mmdet - INFO - Epoch [21][6650/7330] lr: 1.000e-04, eta: 17:37:41, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1634, s0.acc: 94.3276, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2105, s1.loss_cls: 0.0800, s1.acc: 94.3440, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1091, s2.loss_cls: 0.0394, s2.acc: 94.1749, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0523, loss: 1.0930 2022-09-18 04:44:08,987 - mmdet - INFO - Epoch [21][6700/7330] lr: 1.000e-04, eta: 17:37:11, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1719, s0.acc: 94.1116, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2135, s1.loss_cls: 0.0833, s1.acc: 94.1125, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1088, s2.loss_cls: 0.0409, s2.acc: 93.9900, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0521, loss: 1.1208 2022-09-18 04:44:36,831 - mmdet - INFO - Epoch [21][6750/7330] lr: 1.000e-04, eta: 17:36:42, time: 0.556, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1561, s0.acc: 94.4868, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2125, s1.loss_cls: 0.0755, s1.acc: 94.5562, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1086, s2.loss_cls: 0.0376, s2.acc: 94.4097, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0517, loss: 1.0722 2022-09-18 04:45:05,002 - mmdet - INFO - Epoch [21][6800/7330] lr: 1.000e-04, eta: 17:36:13, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1700, s0.acc: 94.1978, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2076, s1.loss_cls: 0.0821, s1.acc: 94.2459, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1067, s2.loss_cls: 0.0402, s2.acc: 94.2214, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0509, loss: 1.0956 2022-09-18 04:45:32,446 - mmdet - INFO - Epoch [21][6850/7330] lr: 1.000e-04, eta: 17:35:44, time: 0.549, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1662, s0.acc: 94.3977, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2120, s1.loss_cls: 0.0792, s1.acc: 94.4493, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1091, s2.loss_cls: 0.0387, s2.acc: 94.3906, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0522, loss: 1.0783 2022-09-18 04:46:00,549 - mmdet - INFO - Epoch [21][6900/7330] lr: 1.000e-04, eta: 17:35:14, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1654, s0.acc: 94.2729, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2086, s1.loss_cls: 0.0794, s1.acc: 94.4565, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1068, s2.loss_cls: 0.0394, s2.acc: 94.2822, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0504, loss: 1.0903 2022-09-18 04:46:28,623 - mmdet - INFO - Epoch [21][6950/7330] lr: 1.000e-04, eta: 17:34:45, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1585, s0.acc: 94.4526, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2104, s1.loss_cls: 0.0779, s1.acc: 94.3674, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1075, s2.loss_cls: 0.0392, s2.acc: 94.1691, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0516, loss: 1.0695 2022-09-18 04:46:56,389 - mmdet - INFO - Epoch [21][7000/7330] lr: 1.000e-04, eta: 17:34:16, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1630, s0.acc: 94.3066, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2062, s1.loss_cls: 0.0786, s1.acc: 94.3618, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1061, s2.loss_cls: 0.0395, s2.acc: 94.1657, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0508, loss: 1.0761 2022-09-18 04:47:25,161 - mmdet - INFO - Epoch [21][7050/7330] lr: 1.000e-04, eta: 17:33:47, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1580, s0.acc: 94.5864, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2131, s1.loss_cls: 0.0766, s1.acc: 94.6434, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1088, s2.loss_cls: 0.0382, s2.acc: 94.5536, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0524, loss: 1.0509 2022-09-18 04:47:53,533 - mmdet - INFO - Epoch [21][7100/7330] lr: 1.000e-04, eta: 17:33:18, time: 0.568, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1703, s0.acc: 93.9954, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2141, s1.loss_cls: 0.0813, s1.acc: 94.1387, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1089, s2.loss_cls: 0.0403, s2.acc: 94.0951, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0520, loss: 1.1236 2022-09-18 04:48:22,755 - mmdet - INFO - Epoch [21][7150/7330] lr: 1.000e-04, eta: 17:32:50, time: 0.585, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1702, s0.acc: 94.1182, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2123, s1.loss_cls: 0.0833, s1.acc: 94.0902, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1086, s2.loss_cls: 0.0416, s2.acc: 93.9623, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0518, loss: 1.1125 2022-09-18 04:48:51,136 - mmdet - INFO - Epoch [21][7200/7330] lr: 1.000e-04, eta: 17:32:21, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1678, s0.acc: 94.1753, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2153, s1.loss_cls: 0.0813, s1.acc: 94.2779, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1096, s2.loss_cls: 0.0406, s2.acc: 94.1288, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0521, loss: 1.1074 2022-09-18 04:49:19,676 - mmdet - INFO - Epoch [21][7250/7330] lr: 1.000e-04, eta: 17:31:52, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1740, s0.acc: 94.1018, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2111, s1.loss_cls: 0.0845, s1.acc: 94.1389, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1084, s2.loss_cls: 0.0417, s2.acc: 94.0443, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0518, loss: 1.1146 2022-09-18 04:49:48,325 - mmdet - INFO - Epoch [21][7300/7330] lr: 1.000e-04, eta: 17:31:24, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1691, s0.acc: 94.1018, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2169, s1.loss_cls: 0.0823, s1.acc: 94.1472, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1095, s2.loss_cls: 0.0406, s2.acc: 94.0576, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0524, loss: 1.1139 2022-09-18 04:50:14,007 - mmdet - INFO - Saving checkpoint at 21 epochs 2022-09-18 04:52:03,201 - mmdet - INFO - Evaluating bbox... 2022-09-18 04:52:30,081 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.479 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.664 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.518 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.309 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.510 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.636 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 ] = 0.419 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.643 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.771 2022-09-18 04:52:30,081 - mmdet - INFO - Evaluating segm... 2022-09-18 04:52:59,203 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.413 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.638 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.446 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 ] = 0.441 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.605 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 ] = 0.337 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 ] = 0.704 2022-09-18 04:52:59,686 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 04:52:59,687 - mmdet - INFO - Epoch(val) [21][313] bbox_mAP: 0.4790, bbox_mAP_50: 0.6640, bbox_mAP_75: 0.5180, bbox_mAP_s: 0.3090, bbox_mAP_m: 0.5100, bbox_mAP_l: 0.6360, bbox_mAP_copypaste: 0.479 0.664 0.518 0.309 0.510 0.636, segm_mAP: 0.4130, segm_mAP_50: 0.6380, segm_mAP_75: 0.4460, segm_mAP_s: 0.2210, segm_mAP_m: 0.4410, segm_mAP_l: 0.6050, segm_mAP_copypaste: 0.413 0.638 0.446 0.221 0.441 0.605 2022-09-18 04:55:05,740 - mmdet - INFO - Epoch [22][50/7330] lr: 1.000e-04, eta: 17:31:35, time: 2.521, data_time: 1.940, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1554, s0.acc: 94.5981, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2100, s1.loss_cls: 0.0748, s1.acc: 94.6869, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1082, s2.loss_cls: 0.0370, s2.acc: 94.6251, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0519, loss: 1.0683 2022-09-18 04:55:34,024 - mmdet - INFO - Epoch [22][100/7330] lr: 1.000e-04, eta: 17:31:06, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1570, s0.acc: 94.5476, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2091, s1.loss_cls: 0.0762, s1.acc: 94.5755, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1060, s2.loss_cls: 0.0375, s2.acc: 94.4782, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0508, loss: 1.0536 2022-09-18 04:56:02,281 - mmdet - INFO - Epoch [22][150/7330] lr: 1.000e-04, eta: 17:30:37, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1606, s0.acc: 94.3467, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2126, s1.loss_cls: 0.0776, s1.acc: 94.3733, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1088, s2.loss_cls: 0.0381, s2.acc: 94.2990, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0521, loss: 1.0800 2022-09-18 04:56:30,765 - mmdet - INFO - Epoch [22][200/7330] lr: 1.000e-04, eta: 17:30:08, time: 0.570, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1597, s0.acc: 94.4180, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2057, s1.loss_cls: 0.0769, s1.acc: 94.4987, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1062, s2.loss_cls: 0.0380, s2.acc: 94.4359, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0513, loss: 1.0656 2022-09-18 04:56:58,794 - mmdet - INFO - Epoch [22][250/7330] lr: 1.000e-04, eta: 17:29:39, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1626, s0.acc: 94.2712, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2209, s1.loss_cls: 0.0786, s1.acc: 94.3062, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1124, s2.loss_cls: 0.0392, s2.acc: 94.1261, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0533, loss: 1.1091 2022-09-18 04:57:26,776 - mmdet - INFO - Epoch [22][300/7330] lr: 1.000e-04, eta: 17:29:10, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1541, s0.acc: 94.5457, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2062, s1.loss_cls: 0.0738, s1.acc: 94.6421, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1058, s2.loss_cls: 0.0366, s2.acc: 94.6143, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0506, loss: 1.0532 2022-09-18 04:57:55,600 - mmdet - INFO - Epoch [22][350/7330] lr: 1.000e-04, eta: 17:28:41, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1556, s0.acc: 94.4590, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2108, s1.loss_cls: 0.0744, s1.acc: 94.6005, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1073, s2.loss_cls: 0.0371, s2.acc: 94.4868, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0511, loss: 1.0615 2022-09-18 04:58:23,914 - mmdet - INFO - Epoch [22][400/7330] lr: 1.000e-04, eta: 17:28:12, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1616, s0.acc: 94.3618, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2126, s1.loss_cls: 0.0769, s1.acc: 94.4988, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1090, s2.loss_cls: 0.0389, s2.acc: 94.1894, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0523, loss: 1.0860 2022-09-18 04:58:52,728 - mmdet - INFO - Epoch [22][450/7330] lr: 1.000e-04, eta: 17:27:44, time: 0.577, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1675, s0.acc: 94.2383, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2118, s1.loss_cls: 0.0789, s1.acc: 94.4578, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1086, s2.loss_cls: 0.0390, s2.acc: 94.3210, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0524, loss: 1.1021 2022-09-18 04:59:21,142 - mmdet - INFO - Epoch [22][500/7330] lr: 1.000e-04, eta: 17:27:15, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1608, s0.acc: 94.3657, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2075, s1.loss_cls: 0.0767, s1.acc: 94.5016, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1080, s2.loss_cls: 0.0378, s2.acc: 94.4724, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0521, loss: 1.0810 2022-09-18 04:59:48,998 - mmdet - INFO - Epoch [22][550/7330] lr: 1.000e-04, eta: 17:26:45, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1557, s0.acc: 94.7075, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2122, s1.loss_cls: 0.0746, s1.acc: 94.7619, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1077, s2.loss_cls: 0.0365, s2.acc: 94.7900, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0512, loss: 1.0531 2022-09-18 05:00:17,497 - mmdet - INFO - Epoch [22][600/7330] lr: 1.000e-04, eta: 17:26:16, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1567, s0.acc: 94.5105, s0.loss_bbox: 0.2206, s0.loss_mask: 0.1994, s1.loss_cls: 0.0749, s1.acc: 94.6155, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1022, s2.loss_cls: 0.0371, s2.acc: 94.5235, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0492, loss: 1.0339 2022-09-18 05:00:46,156 - mmdet - INFO - Epoch [22][650/7330] lr: 1.000e-04, eta: 17:25:48, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1567, s0.acc: 94.5286, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2081, s1.loss_cls: 0.0748, s1.acc: 94.6753, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1075, s2.loss_cls: 0.0371, s2.acc: 94.5778, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0520, loss: 1.0568 2022-09-18 05:01:14,538 - mmdet - INFO - Epoch [22][700/7330] lr: 1.000e-04, eta: 17:25:19, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1581, s0.acc: 94.3845, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2046, s1.loss_cls: 0.0767, s1.acc: 94.4336, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1054, s2.loss_cls: 0.0385, s2.acc: 94.3075, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0508, loss: 1.0587 2022-09-18 05:01:42,875 - mmdet - INFO - Epoch [22][750/7330] lr: 1.000e-04, eta: 17:24:50, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1684, s0.acc: 94.0283, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2163, s1.loss_cls: 0.0815, s1.acc: 94.1421, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1103, s2.loss_cls: 0.0403, s2.acc: 94.0785, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0531, loss: 1.1163 2022-09-18 05:02:11,031 - mmdet - INFO - Epoch [22][800/7330] lr: 1.000e-04, eta: 17:24:21, time: 0.563, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1556, s0.acc: 94.5952, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2072, s1.loss_cls: 0.0744, s1.acc: 94.7345, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1060, s2.loss_cls: 0.0368, s2.acc: 94.6652, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0509, loss: 1.0461 2022-09-18 05:02:39,360 - mmdet - INFO - Epoch [22][850/7330] lr: 1.000e-04, eta: 17:23:52, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1564, s0.acc: 94.5750, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2116, s1.loss_cls: 0.0752, s1.acc: 94.6802, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1090, s2.loss_cls: 0.0373, s2.acc: 94.5898, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0524, loss: 1.0649 2022-09-18 05:03:07,386 - mmdet - INFO - Epoch [22][900/7330] lr: 1.000e-04, eta: 17:23:23, time: 0.563, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1659, s0.acc: 94.3015, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2145, s1.loss_cls: 0.0808, s1.acc: 94.2614, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1093, s2.loss_cls: 0.0399, s2.acc: 94.1539, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0521, loss: 1.1048 2022-09-18 05:03:35,735 - mmdet - INFO - Epoch [22][950/7330] lr: 1.000e-04, eta: 17:22:54, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1568, s0.acc: 94.6228, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2045, s1.loss_cls: 0.0748, s1.acc: 94.7261, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1047, s2.loss_cls: 0.0367, s2.acc: 94.7115, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0501, loss: 1.0489 2022-09-18 05:04:03,599 - mmdet - INFO - Epoch [22][1000/7330] lr: 1.000e-04, eta: 17:22:24, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1556, s0.acc: 94.6282, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2026, s1.loss_cls: 0.0751, s1.acc: 94.6513, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1040, s2.loss_cls: 0.0375, s2.acc: 94.4451, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0495, loss: 1.0392 2022-09-18 05:04:32,573 - mmdet - INFO - Epoch [22][1050/7330] lr: 1.000e-04, eta: 17:21:56, time: 0.580, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1501, s0.acc: 94.7461, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2089, s1.loss_cls: 0.0716, s1.acc: 94.7943, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1077, s2.loss_cls: 0.0357, s2.acc: 94.6506, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0513, loss: 1.0471 2022-09-18 05:05:01,339 - mmdet - INFO - Epoch [22][1100/7330] lr: 1.000e-04, eta: 17:21:27, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1570, s0.acc: 94.4834, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2029, s1.loss_cls: 0.0752, s1.acc: 94.5134, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1053, s2.loss_cls: 0.0369, s2.acc: 94.4737, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0507, loss: 1.0548 2022-09-18 05:05:29,533 - mmdet - INFO - Epoch [22][1150/7330] lr: 1.000e-04, eta: 17:20:58, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1539, s0.acc: 94.5422, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2089, s1.loss_cls: 0.0740, s1.acc: 94.5886, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1073, s2.loss_cls: 0.0367, s2.acc: 94.5572, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0516, loss: 1.0560 2022-09-18 05:05:58,016 - mmdet - INFO - Epoch [22][1200/7330] lr: 1.000e-04, eta: 17:20:29, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1609, s0.acc: 94.3870, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2069, s1.loss_cls: 0.0778, s1.acc: 94.4347, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1061, s2.loss_cls: 0.0385, s2.acc: 94.3462, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0507, loss: 1.0749 2022-09-18 05:06:26,278 - mmdet - INFO - Epoch [22][1250/7330] lr: 1.000e-04, eta: 17:20:00, time: 0.565, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1578, s0.acc: 94.5518, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2101, s1.loss_cls: 0.0759, s1.acc: 94.5836, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1068, s2.loss_cls: 0.0373, s2.acc: 94.5328, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0513, loss: 1.0648 2022-09-18 05:06:54,818 - mmdet - INFO - Epoch [22][1300/7330] lr: 1.000e-04, eta: 17:19:31, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1591, s0.acc: 94.5183, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2117, s1.loss_cls: 0.0758, s1.acc: 94.6700, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1088, s2.loss_cls: 0.0379, s2.acc: 94.4956, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0519, loss: 1.0692 2022-09-18 05:07:22,896 - mmdet - INFO - Epoch [22][1350/7330] lr: 1.000e-04, eta: 17:19:02, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1587, s0.acc: 94.3186, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2113, s1.loss_cls: 0.0771, s1.acc: 94.4177, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1080, s2.loss_cls: 0.0387, s2.acc: 94.2293, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0518, loss: 1.0922 2022-09-18 05:07:51,463 - mmdet - INFO - Epoch [22][1400/7330] lr: 1.000e-04, eta: 17:18:33, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1633, s0.acc: 94.3396, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2131, s1.loss_cls: 0.0787, s1.acc: 94.4605, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1085, s2.loss_cls: 0.0393, s2.acc: 94.2091, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0519, loss: 1.0880 2022-09-18 05:08:20,100 - mmdet - INFO - Epoch [22][1450/7330] lr: 1.000e-04, eta: 17:18:05, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1635, s0.acc: 94.2847, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2081, s1.loss_cls: 0.0791, s1.acc: 94.3152, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1066, s2.loss_cls: 0.0397, s2.acc: 94.0563, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0512, loss: 1.0884 2022-09-18 05:08:47,790 - mmdet - INFO - Epoch [22][1500/7330] lr: 1.000e-04, eta: 17:17:35, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1493, s0.acc: 94.8115, s0.loss_bbox: 0.2176, s0.loss_mask: 0.1985, s1.loss_cls: 0.0719, s1.acc: 94.8629, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1021, s2.loss_cls: 0.0356, s2.acc: 94.7412, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0488, loss: 1.0166 2022-09-18 05:09:15,956 - mmdet - INFO - Epoch [22][1550/7330] lr: 1.000e-04, eta: 17:17:06, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1601, s0.acc: 94.4548, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2098, s1.loss_cls: 0.0774, s1.acc: 94.5405, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1072, s2.loss_cls: 0.0388, s2.acc: 94.3518, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0509, loss: 1.0779 2022-09-18 05:09:44,393 - mmdet - INFO - Epoch [22][1600/7330] lr: 1.000e-04, eta: 17:16:37, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1650, s0.acc: 94.1270, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2137, s1.loss_cls: 0.0792, s1.acc: 94.2430, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1101, s2.loss_cls: 0.0393, s2.acc: 94.1127, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0526, loss: 1.1026 2022-09-18 05:10:13,072 - mmdet - INFO - Epoch [22][1650/7330] lr: 1.000e-04, eta: 17:16:09, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1575, s0.acc: 94.5259, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2047, s1.loss_cls: 0.0750, s1.acc: 94.6214, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1051, s2.loss_cls: 0.0372, s2.acc: 94.4584, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0507, loss: 1.0428 2022-09-18 05:10:41,283 - mmdet - INFO - Epoch [22][1700/7330] lr: 1.000e-04, eta: 17:15:40, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1638, s0.acc: 94.3577, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2131, s1.loss_cls: 0.0795, s1.acc: 94.3208, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1087, s2.loss_cls: 0.0393, s2.acc: 94.2272, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0519, loss: 1.0825 2022-09-18 05:11:09,282 - mmdet - INFO - Epoch [22][1750/7330] lr: 1.000e-04, eta: 17:15:10, time: 0.560, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1610, s0.acc: 94.4441, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2130, s1.loss_cls: 0.0772, s1.acc: 94.5420, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1077, s2.loss_cls: 0.0382, s2.acc: 94.4927, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0514, loss: 1.0719 2022-09-18 05:11:37,253 - mmdet - INFO - Epoch [22][1800/7330] lr: 1.000e-04, eta: 17:14:41, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1643, s0.acc: 94.2688, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2129, s1.loss_cls: 0.0792, s1.acc: 94.3342, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1094, s2.loss_cls: 0.0393, s2.acc: 94.1785, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0521, loss: 1.0950 2022-09-18 05:12:05,868 - mmdet - INFO - Epoch [22][1850/7330] lr: 1.000e-04, eta: 17:14:12, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1678, s0.acc: 94.2000, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2116, s1.loss_cls: 0.0809, s1.acc: 94.2787, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1076, s2.loss_cls: 0.0392, s2.acc: 94.2890, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0519, loss: 1.0974 2022-09-18 05:12:34,561 - mmdet - INFO - Epoch [22][1900/7330] lr: 1.000e-04, eta: 17:13:44, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1601, s0.acc: 94.4299, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2135, s1.loss_cls: 0.0764, s1.acc: 94.4842, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1092, s2.loss_cls: 0.0387, s2.acc: 94.1480, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0521, loss: 1.0804 2022-09-18 05:13:02,396 - mmdet - INFO - Epoch [22][1950/7330] lr: 1.000e-04, eta: 17:13:14, time: 0.556, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1587, s0.acc: 94.4578, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2021, s1.loss_cls: 0.0750, s1.acc: 94.5803, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1039, s2.loss_cls: 0.0374, s2.acc: 94.4211, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0496, loss: 1.0430 2022-09-18 05:13:30,631 - mmdet - INFO - Epoch [22][2000/7330] lr: 1.000e-04, eta: 17:12:45, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1694, s0.acc: 94.0850, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2137, s1.loss_cls: 0.0826, s1.acc: 94.0785, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1088, s2.loss_cls: 0.0409, s2.acc: 93.9527, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0520, loss: 1.1107 2022-09-18 05:13:59,050 - mmdet - INFO - Epoch [22][2050/7330] lr: 1.000e-04, eta: 17:12:16, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1618, s0.acc: 94.3506, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2109, s1.loss_cls: 0.0767, s1.acc: 94.4744, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1080, s2.loss_cls: 0.0378, s2.acc: 94.4087, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0520, loss: 1.0826 2022-09-18 05:14:27,514 - mmdet - INFO - Epoch [22][2100/7330] lr: 1.000e-04, eta: 17:11:48, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1643, s0.acc: 94.4019, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2096, s1.loss_cls: 0.0791, s1.acc: 94.4791, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1081, s2.loss_cls: 0.0396, s2.acc: 94.2377, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0518, loss: 1.0867 2022-09-18 05:14:56,094 - mmdet - INFO - Epoch [22][2150/7330] lr: 1.000e-04, eta: 17:11:19, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1612, s0.acc: 94.3401, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2099, s1.loss_cls: 0.0780, s1.acc: 94.3584, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1089, s2.loss_cls: 0.0382, s2.acc: 94.3097, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0524, loss: 1.0768 2022-09-18 05:15:24,312 - mmdet - INFO - Epoch [22][2200/7330] lr: 1.000e-04, eta: 17:10:50, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1665, s0.acc: 94.1736, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2128, s1.loss_cls: 0.0788, s1.acc: 94.2942, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1091, s2.loss_cls: 0.0387, s2.acc: 94.3014, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0525, loss: 1.1058 2022-09-18 05:15:52,862 - mmdet - INFO - Epoch [22][2250/7330] lr: 1.000e-04, eta: 17:10:21, time: 0.571, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1609, s0.acc: 94.3293, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2047, s1.loss_cls: 0.0771, s1.acc: 94.4773, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1048, s2.loss_cls: 0.0388, s2.acc: 94.3519, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0502, loss: 1.0697 2022-09-18 05:16:21,402 - mmdet - INFO - Epoch [22][2300/7330] lr: 1.000e-04, eta: 17:09:52, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1644, s0.acc: 94.3491, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2202, s1.loss_cls: 0.0781, s1.acc: 94.4307, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1113, s2.loss_cls: 0.0385, s2.acc: 94.4119, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0529, loss: 1.1030 2022-09-18 05:16:49,649 - mmdet - INFO - Epoch [22][2350/7330] lr: 1.000e-04, eta: 17:09:23, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1563, s0.acc: 94.5115, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2068, s1.loss_cls: 0.0753, s1.acc: 94.5355, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1061, s2.loss_cls: 0.0378, s2.acc: 94.4280, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0509, loss: 1.0635 2022-09-18 05:17:18,414 - mmdet - INFO - Epoch [22][2400/7330] lr: 1.000e-04, eta: 17:08:55, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1611, s0.acc: 94.3818, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2147, s1.loss_cls: 0.0771, s1.acc: 94.3890, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1084, s2.loss_cls: 0.0386, s2.acc: 94.2255, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0515, loss: 1.0876 2022-09-18 05:17:46,364 - mmdet - INFO - Epoch [22][2450/7330] lr: 1.000e-04, eta: 17:08:25, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1601, s0.acc: 94.5378, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2104, s1.loss_cls: 0.0778, s1.acc: 94.4818, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1076, s2.loss_cls: 0.0388, s2.acc: 94.3950, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0512, loss: 1.0676 2022-09-18 05:18:14,282 - mmdet - INFO - Epoch [22][2500/7330] lr: 1.000e-04, eta: 17:07:56, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1582, s0.acc: 94.4661, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2112, s1.loss_cls: 0.0768, s1.acc: 94.4743, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1078, s2.loss_cls: 0.0385, s2.acc: 94.3888, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0517, loss: 1.0751 2022-09-18 05:18:42,734 - mmdet - INFO - Epoch [22][2550/7330] lr: 1.000e-04, eta: 17:07:27, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1707, s0.acc: 94.0747, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2196, s1.loss_cls: 0.0800, s1.acc: 94.2036, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1118, s2.loss_cls: 0.0395, s2.acc: 94.2139, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0535, loss: 1.1210 2022-09-18 05:19:10,893 - mmdet - INFO - Epoch [22][2600/7330] lr: 1.000e-04, eta: 17:06:58, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1686, s0.acc: 94.1807, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2094, s1.loss_cls: 0.0806, s1.acc: 94.2720, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1070, s2.loss_cls: 0.0398, s2.acc: 94.1089, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0511, loss: 1.0913 2022-09-18 05:19:39,400 - mmdet - INFO - Epoch [22][2650/7330] lr: 1.000e-04, eta: 17:06:29, time: 0.570, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1542, s0.acc: 94.7344, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2040, s1.loss_cls: 0.0742, s1.acc: 94.8433, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1043, s2.loss_cls: 0.0366, s2.acc: 94.7475, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0500, loss: 1.0242 2022-09-18 05:20:07,009 - mmdet - INFO - Epoch [22][2700/7330] lr: 1.000e-04, eta: 17:06:00, time: 0.553, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1646, s0.acc: 94.2805, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2117, s1.loss_cls: 0.0797, s1.acc: 94.2827, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1080, s2.loss_cls: 0.0397, s2.acc: 94.2577, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0514, loss: 1.0967 2022-09-18 05:20:34,511 - mmdet - INFO - Epoch [22][2750/7330] lr: 1.000e-04, eta: 17:05:30, time: 0.550, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1591, s0.acc: 94.6116, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2095, s1.loss_cls: 0.0768, s1.acc: 94.6866, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1071, s2.loss_cls: 0.0379, s2.acc: 94.6265, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0513, loss: 1.0551 2022-09-18 05:21:02,355 - mmdet - INFO - Epoch [22][2800/7330] lr: 1.000e-04, eta: 17:05:01, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1621, s0.acc: 94.4280, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2081, s1.loss_cls: 0.0787, s1.acc: 94.4769, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1069, s2.loss_cls: 0.0390, s2.acc: 94.3977, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0513, loss: 1.0675 2022-09-18 05:21:30,336 - mmdet - INFO - Epoch [22][2850/7330] lr: 1.000e-04, eta: 17:04:32, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1651, s0.acc: 94.3826, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2162, s1.loss_cls: 0.0791, s1.acc: 94.4674, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1102, s2.loss_cls: 0.0398, s2.acc: 94.2448, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0528, loss: 1.0969 2022-09-18 05:21:58,601 - mmdet - INFO - Epoch [22][2900/7330] lr: 1.000e-04, eta: 17:04:03, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1618, s0.acc: 94.4312, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2053, s1.loss_cls: 0.0783, s1.acc: 94.5072, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1044, s2.loss_cls: 0.0392, s2.acc: 94.2928, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0497, loss: 1.0649 2022-09-18 05:22:27,067 - mmdet - INFO - Epoch [22][2950/7330] lr: 1.000e-04, eta: 17:03:34, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1661, s0.acc: 94.1423, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2142, s1.loss_cls: 0.0809, s1.acc: 94.2139, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1090, s2.loss_cls: 0.0399, s2.acc: 94.2048, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0521, loss: 1.0962 2022-09-18 05:22:55,421 - mmdet - INFO - Epoch [22][3000/7330] lr: 1.000e-04, eta: 17:03:05, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1572, s0.acc: 94.5173, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2111, s1.loss_cls: 0.0764, s1.acc: 94.5246, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1084, s2.loss_cls: 0.0384, s2.acc: 94.4270, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0521, loss: 1.0610 2022-09-18 05:23:23,703 - mmdet - INFO - Epoch [22][3050/7330] lr: 1.000e-04, eta: 17:02:36, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1667, s0.acc: 94.2795, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2139, s1.loss_cls: 0.0802, s1.acc: 94.3475, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1094, s2.loss_cls: 0.0394, s2.acc: 94.2169, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0523, loss: 1.0917 2022-09-18 05:23:51,840 - mmdet - INFO - Epoch [22][3100/7330] lr: 1.000e-04, eta: 17:02:07, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1518, s0.acc: 94.7410, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2069, s1.loss_cls: 0.0736, s1.acc: 94.7864, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1058, s2.loss_cls: 0.0365, s2.acc: 94.5687, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0508, loss: 1.0439 2022-09-18 05:24:20,559 - mmdet - INFO - Epoch [22][3150/7330] lr: 1.000e-04, eta: 17:01:38, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1681, s0.acc: 94.1777, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2125, s1.loss_cls: 0.0821, s1.acc: 94.1375, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1089, s2.loss_cls: 0.0408, s2.acc: 94.0173, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0521, loss: 1.1042 2022-09-18 05:24:48,623 - mmdet - INFO - Epoch [22][3200/7330] lr: 1.000e-04, eta: 17:01:09, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1645, s0.acc: 94.3367, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2099, s1.loss_cls: 0.0787, s1.acc: 94.4354, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1070, s2.loss_cls: 0.0390, s2.acc: 94.3191, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0509, loss: 1.0808 2022-09-18 05:25:16,914 - mmdet - INFO - Epoch [22][3250/7330] lr: 1.000e-04, eta: 17:00:40, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1621, s0.acc: 94.4434, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2101, s1.loss_cls: 0.0782, s1.acc: 94.5558, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1073, s2.loss_cls: 0.0391, s2.acc: 94.3903, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0517, loss: 1.0720 2022-09-18 05:25:44,918 - mmdet - INFO - Epoch [22][3300/7330] lr: 1.000e-04, eta: 17:00:11, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1675, s0.acc: 94.3240, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2148, s1.loss_cls: 0.0810, s1.acc: 94.3231, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1092, s2.loss_cls: 0.0397, s2.acc: 94.2210, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0522, loss: 1.0893 2022-09-18 05:26:12,339 - mmdet - INFO - Epoch [22][3350/7330] lr: 1.000e-04, eta: 16:59:41, time: 0.548, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1615, s0.acc: 94.4006, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2139, s1.loss_cls: 0.0780, s1.acc: 94.3784, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1077, s2.loss_cls: 0.0383, s2.acc: 94.3589, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0516, loss: 1.0802 2022-09-18 05:26:40,436 - mmdet - INFO - Epoch [22][3400/7330] lr: 1.000e-04, eta: 16:59:12, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1637, s0.acc: 94.3127, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2037, s1.loss_cls: 0.0791, s1.acc: 94.2517, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1049, s2.loss_cls: 0.0391, s2.acc: 94.1586, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0500, loss: 1.0761 2022-09-18 05:27:08,326 - mmdet - INFO - Epoch [22][3450/7330] lr: 1.000e-04, eta: 16:58:43, time: 0.559, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1616, s0.acc: 94.4065, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2162, s1.loss_cls: 0.0790, s1.acc: 94.3775, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1108, s2.loss_cls: 0.0389, s2.acc: 94.3065, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0532, loss: 1.0866 2022-09-18 05:27:36,745 - mmdet - INFO - Epoch [22][3500/7330] lr: 1.000e-04, eta: 16:58:14, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1586, s0.acc: 94.4419, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2115, s1.loss_cls: 0.0774, s1.acc: 94.3983, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1086, s2.loss_cls: 0.0384, s2.acc: 94.3002, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0517, loss: 1.0714 2022-09-18 05:28:05,127 - mmdet - INFO - Epoch [22][3550/7330] lr: 1.000e-04, eta: 16:57:45, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1667, s0.acc: 94.2537, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2098, s1.loss_cls: 0.0806, s1.acc: 94.3304, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1077, s2.loss_cls: 0.0395, s2.acc: 94.3016, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0513, loss: 1.0942 2022-09-18 05:28:33,054 - mmdet - INFO - Epoch [22][3600/7330] lr: 1.000e-04, eta: 16:57:16, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1698, s0.acc: 94.2368, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2108, s1.loss_cls: 0.0816, s1.acc: 94.3918, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1080, s2.loss_cls: 0.0400, s2.acc: 94.2702, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0518, loss: 1.1010 2022-09-18 05:29:01,708 - mmdet - INFO - Epoch [22][3650/7330] lr: 1.000e-04, eta: 16:56:47, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1619, s0.acc: 94.3586, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2065, s1.loss_cls: 0.0787, s1.acc: 94.3750, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1060, s2.loss_cls: 0.0389, s2.acc: 94.2009, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0507, loss: 1.0697 2022-09-18 05:29:29,842 - mmdet - INFO - Epoch [22][3700/7330] lr: 1.000e-04, eta: 16:56:18, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1622, s0.acc: 94.3423, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2105, s1.loss_cls: 0.0783, s1.acc: 94.4390, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1076, s2.loss_cls: 0.0387, s2.acc: 94.3470, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0517, loss: 1.0761 2022-09-18 05:29:58,477 - mmdet - INFO - Epoch [22][3750/7330] lr: 1.000e-04, eta: 16:55:50, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1612, s0.acc: 94.3887, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2101, s1.loss_cls: 0.0757, s1.acc: 94.5444, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1072, s2.loss_cls: 0.0377, s2.acc: 94.4158, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0515, loss: 1.0789 2022-09-18 05:30:26,812 - mmdet - INFO - Epoch [22][3800/7330] lr: 1.000e-04, eta: 16:55:21, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1600, s0.acc: 94.5608, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2109, s1.loss_cls: 0.0774, s1.acc: 94.5314, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1088, s2.loss_cls: 0.0386, s2.acc: 94.4130, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0522, loss: 1.0770 2022-09-18 05:30:55,148 - mmdet - INFO - Epoch [22][3850/7330] lr: 1.000e-04, eta: 16:54:52, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1604, s0.acc: 94.3484, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2051, s1.loss_cls: 0.0779, s1.acc: 94.4033, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1061, s2.loss_cls: 0.0386, s2.acc: 94.3442, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0507, loss: 1.0599 2022-09-18 05:31:23,492 - mmdet - INFO - Epoch [22][3900/7330] lr: 1.000e-04, eta: 16:54:23, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1750, s0.acc: 94.0237, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2152, s1.loss_cls: 0.0848, s1.acc: 94.0153, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1098, s2.loss_cls: 0.0416, s2.acc: 93.9268, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0522, loss: 1.1252 2022-09-18 05:31:52,249 - mmdet - INFO - Epoch [22][3950/7330] lr: 1.000e-04, eta: 16:53:54, time: 0.575, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1567, s0.acc: 94.4360, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2114, s1.loss_cls: 0.0754, s1.acc: 94.5468, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1093, s2.loss_cls: 0.0378, s2.acc: 94.3906, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0529, loss: 1.0642 2022-09-18 05:32:20,489 - mmdet - INFO - Epoch [22][4000/7330] lr: 1.000e-04, eta: 16:53:25, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1663, s0.acc: 94.1985, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2128, s1.loss_cls: 0.0798, s1.acc: 94.3049, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1088, s2.loss_cls: 0.0395, s2.acc: 94.1902, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0522, loss: 1.0895 2022-09-18 05:32:48,594 - mmdet - INFO - Epoch [22][4050/7330] lr: 1.000e-04, eta: 16:52:56, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1580, s0.acc: 94.4514, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2104, s1.loss_cls: 0.0755, s1.acc: 94.5975, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1089, s2.loss_cls: 0.0379, s2.acc: 94.4740, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0519, loss: 1.0634 2022-09-18 05:33:16,939 - mmdet - INFO - Epoch [22][4100/7330] lr: 1.000e-04, eta: 16:52:27, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1687, s0.acc: 94.2202, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2166, s1.loss_cls: 0.0805, s1.acc: 94.3424, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1109, s2.loss_cls: 0.0401, s2.acc: 94.1988, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0531, loss: 1.1175 2022-09-18 05:33:45,117 - mmdet - INFO - Epoch [22][4150/7330] lr: 1.000e-04, eta: 16:51:58, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1590, s0.acc: 94.5876, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2018, s1.loss_cls: 0.0768, s1.acc: 94.5978, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1039, s2.loss_cls: 0.0384, s2.acc: 94.5138, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0498, loss: 1.0429 2022-09-18 05:34:13,381 - mmdet - INFO - Epoch [22][4200/7330] lr: 1.000e-04, eta: 16:51:29, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1622, s0.acc: 94.2698, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2129, s1.loss_cls: 0.0777, s1.acc: 94.3728, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1091, s2.loss_cls: 0.0388, s2.acc: 94.1484, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0518, loss: 1.0901 2022-09-18 05:34:41,704 - mmdet - INFO - Epoch [22][4250/7330] lr: 1.000e-04, eta: 16:51:00, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1709, s0.acc: 94.1533, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2128, s1.loss_cls: 0.0812, s1.acc: 94.3307, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1083, s2.loss_cls: 0.0399, s2.acc: 94.2688, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0514, loss: 1.1040 2022-09-18 05:35:10,511 - mmdet - INFO - Epoch [22][4300/7330] lr: 1.000e-04, eta: 16:50:32, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1613, s0.acc: 94.3186, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2140, s1.loss_cls: 0.0780, s1.acc: 94.3756, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1101, s2.loss_cls: 0.0388, s2.acc: 94.3002, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0530, loss: 1.0882 2022-09-18 05:35:38,839 - mmdet - INFO - Epoch [22][4350/7330] lr: 1.000e-04, eta: 16:50:03, time: 0.567, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1509, s0.acc: 94.7112, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2078, s1.loss_cls: 0.0733, s1.acc: 94.6929, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1073, s2.loss_cls: 0.0368, s2.acc: 94.5997, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0516, loss: 1.0364 2022-09-18 05:36:06,882 - mmdet - INFO - Epoch [22][4400/7330] lr: 1.000e-04, eta: 16:49:33, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1675, s0.acc: 94.2236, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2134, s1.loss_cls: 0.0821, s1.acc: 94.2122, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1089, s2.loss_cls: 0.0399, s2.acc: 94.2303, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0524, loss: 1.0910 2022-09-18 05:36:34,960 - mmdet - INFO - Epoch [22][4450/7330] lr: 1.000e-04, eta: 16:49:04, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1568, s0.acc: 94.5776, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2110, s1.loss_cls: 0.0751, s1.acc: 94.6479, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1073, s2.loss_cls: 0.0379, s2.acc: 94.5178, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0513, loss: 1.0605 2022-09-18 05:37:03,204 - mmdet - INFO - Epoch [22][4500/7330] lr: 1.000e-04, eta: 16:48:35, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1733, s0.acc: 94.0354, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2121, s1.loss_cls: 0.0831, s1.acc: 94.0789, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1081, s2.loss_cls: 0.0409, s2.acc: 93.9059, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0517, loss: 1.1175 2022-09-18 05:37:31,106 - mmdet - INFO - Epoch [22][4550/7330] lr: 1.000e-04, eta: 16:48:06, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1608, s0.acc: 94.5330, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2094, s1.loss_cls: 0.0773, s1.acc: 94.6278, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1071, s2.loss_cls: 0.0383, s2.acc: 94.5500, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0513, loss: 1.0680 2022-09-18 05:37:59,670 - mmdet - INFO - Epoch [22][4600/7330] lr: 1.000e-04, eta: 16:47:37, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1643, s0.acc: 94.2837, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2117, s1.loss_cls: 0.0794, s1.acc: 94.2461, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1081, s2.loss_cls: 0.0392, s2.acc: 94.1700, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0519, loss: 1.0891 2022-09-18 05:38:27,988 - mmdet - INFO - Epoch [22][4650/7330] lr: 1.000e-04, eta: 16:47:08, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1606, s0.acc: 94.3230, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2069, s1.loss_cls: 0.0766, s1.acc: 94.4142, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1074, s2.loss_cls: 0.0385, s2.acc: 94.2637, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0517, loss: 1.0687 2022-09-18 05:38:56,234 - mmdet - INFO - Epoch [22][4700/7330] lr: 1.000e-04, eta: 16:46:39, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1549, s0.acc: 94.6648, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2079, s1.loss_cls: 0.0748, s1.acc: 94.6699, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1068, s2.loss_cls: 0.0378, s2.acc: 94.4601, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0511, loss: 1.0401 2022-09-18 05:39:24,064 - mmdet - INFO - Epoch [22][4750/7330] lr: 1.000e-04, eta: 16:46:10, time: 0.556, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1655, s0.acc: 94.2703, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2047, s1.loss_cls: 0.0800, s1.acc: 94.3183, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1044, s2.loss_cls: 0.0396, s2.acc: 94.0833, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0501, loss: 1.0790 2022-09-18 05:39:51,642 - mmdet - INFO - Epoch [22][4800/7330] lr: 1.000e-04, eta: 16:45:41, time: 0.552, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1459, s0.acc: 94.8552, s0.loss_bbox: 0.2139, s0.loss_mask: 0.1974, s1.loss_cls: 0.0704, s1.acc: 94.9017, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1019, s2.loss_cls: 0.0348, s2.acc: 94.8415, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0490, loss: 1.0060 2022-09-18 05:40:20,316 - mmdet - INFO - Epoch [22][4850/7330] lr: 1.000e-04, eta: 16:45:12, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1606, s0.acc: 94.3096, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2202, s1.loss_cls: 0.0760, s1.acc: 94.5387, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1123, s2.loss_cls: 0.0378, s2.acc: 94.4617, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0536, loss: 1.0959 2022-09-18 05:40:49,437 - mmdet - INFO - Epoch [22][4900/7330] lr: 1.000e-04, eta: 16:44:44, time: 0.582, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1648, s0.acc: 94.3394, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2127, s1.loss_cls: 0.0805, s1.acc: 94.3151, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1085, s2.loss_cls: 0.0397, s2.acc: 94.3052, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0518, loss: 1.0845 2022-09-18 05:41:17,619 - mmdet - INFO - Epoch [22][4950/7330] lr: 1.000e-04, eta: 16:44:15, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1691, s0.acc: 94.1462, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2135, s1.loss_cls: 0.0815, s1.acc: 94.1997, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1082, s2.loss_cls: 0.0395, s2.acc: 94.2125, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0519, loss: 1.1024 2022-09-18 05:41:45,479 - mmdet - INFO - Epoch [22][5000/7330] lr: 1.000e-04, eta: 16:43:45, time: 0.555, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1574, s0.acc: 94.4385, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2041, s1.loss_cls: 0.0751, s1.acc: 94.5870, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1049, s2.loss_cls: 0.0377, s2.acc: 94.3672, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0500, loss: 1.0576 2022-09-18 05:42:13,504 - mmdet - INFO - Epoch [22][5050/7330] lr: 1.000e-04, eta: 16:43:16, time: 0.563, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1759, s0.acc: 93.9412, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2117, s1.loss_cls: 0.0856, s1.acc: 93.9673, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1081, s2.loss_cls: 0.0419, s2.acc: 94.0492, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0516, loss: 1.1186 2022-09-18 05:42:41,908 - mmdet - INFO - Epoch [22][5100/7330] lr: 1.000e-04, eta: 16:42:47, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1723, s0.acc: 94.1726, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2042, s1.loss_cls: 0.0827, s1.acc: 94.2068, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1047, s2.loss_cls: 0.0410, s2.acc: 94.0695, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0504, loss: 1.0925 2022-09-18 05:43:10,786 - mmdet - INFO - Epoch [22][5150/7330] lr: 1.000e-04, eta: 16:42:19, time: 0.578, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1613, s0.acc: 94.3555, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2060, s1.loss_cls: 0.0774, s1.acc: 94.5303, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1053, s2.loss_cls: 0.0386, s2.acc: 94.3237, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0504, loss: 1.0735 2022-09-18 05:43:38,811 - mmdet - INFO - Epoch [22][5200/7330] lr: 1.000e-04, eta: 16:41:50, time: 0.561, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1644, s0.acc: 94.2930, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2141, s1.loss_cls: 0.0798, s1.acc: 94.3409, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1101, s2.loss_cls: 0.0393, s2.acc: 94.2760, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0530, loss: 1.0915 2022-09-18 05:44:07,180 - mmdet - INFO - Epoch [22][5250/7330] lr: 1.000e-04, eta: 16:41:21, time: 0.567, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1589, s0.acc: 94.4988, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2109, s1.loss_cls: 0.0782, s1.acc: 94.4723, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1080, s2.loss_cls: 0.0390, s2.acc: 94.3397, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0516, loss: 1.0709 2022-09-18 05:44:34,977 - mmdet - INFO - Epoch [22][5300/7330] lr: 1.000e-04, eta: 16:40:51, time: 0.556, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1510, s0.acc: 94.8254, s0.loss_bbox: 0.2164, s0.loss_mask: 0.1981, s1.loss_cls: 0.0724, s1.acc: 94.8692, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1030, s2.loss_cls: 0.0358, s2.acc: 94.8608, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0497, loss: 1.0215 2022-09-18 05:45:03,574 - mmdet - INFO - Epoch [22][5350/7330] lr: 1.000e-04, eta: 16:40:23, time: 0.571, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1681, s0.acc: 94.2017, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2128, s1.loss_cls: 0.0817, s1.acc: 94.2692, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1102, s2.loss_cls: 0.0402, s2.acc: 94.1495, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0528, loss: 1.0972 2022-09-18 05:45:32,100 - mmdet - INFO - Epoch [22][5400/7330] lr: 1.000e-04, eta: 16:39:54, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1643, s0.acc: 94.3242, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2126, s1.loss_cls: 0.0789, s1.acc: 94.3524, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1077, s2.loss_cls: 0.0392, s2.acc: 94.2799, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0514, loss: 1.0952 2022-09-18 05:46:01,036 - mmdet - INFO - Epoch [22][5450/7330] lr: 1.000e-04, eta: 16:39:25, time: 0.579, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1747, s0.acc: 93.9907, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2102, s1.loss_cls: 0.0857, s1.acc: 94.0016, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1070, s2.loss_cls: 0.0426, s2.acc: 93.7541, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0511, loss: 1.1175 2022-09-18 05:46:29,015 - mmdet - INFO - Epoch [22][5500/7330] lr: 1.000e-04, eta: 16:38:56, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1599, s0.acc: 94.3740, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2105, s1.loss_cls: 0.0762, s1.acc: 94.4959, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1071, s2.loss_cls: 0.0376, s2.acc: 94.3929, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0511, loss: 1.0789 2022-09-18 05:46:56,967 - mmdet - INFO - Epoch [22][5550/7330] lr: 1.000e-04, eta: 16:38:27, time: 0.559, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1631, s0.acc: 94.5059, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2091, s1.loss_cls: 0.0777, s1.acc: 94.5830, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1081, s2.loss_cls: 0.0381, s2.acc: 94.4565, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0519, loss: 1.0624 2022-09-18 05:47:25,298 - mmdet - INFO - Epoch [22][5600/7330] lr: 1.000e-04, eta: 16:37:58, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1686, s0.acc: 94.1248, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2142, s1.loss_cls: 0.0816, s1.acc: 94.1472, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1112, s2.loss_cls: 0.0404, s2.acc: 94.0451, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0532, loss: 1.1097 2022-09-18 05:47:53,278 - mmdet - INFO - Epoch [22][5650/7330] lr: 1.000e-04, eta: 16:37:29, time: 0.560, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1730, s0.acc: 94.0032, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2105, s1.loss_cls: 0.0839, s1.acc: 93.9446, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1085, s2.loss_cls: 0.0416, s2.acc: 93.7967, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0523, loss: 1.1089 2022-09-18 05:48:21,539 - mmdet - INFO - Epoch [22][5700/7330] lr: 1.000e-04, eta: 16:37:00, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1693, s0.acc: 94.3020, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2159, s1.loss_cls: 0.0812, s1.acc: 94.3518, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1101, s2.loss_cls: 0.0395, s2.acc: 94.3205, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0885 2022-09-18 05:48:50,733 - mmdet - INFO - Epoch [22][5750/7330] lr: 1.000e-04, eta: 16:36:32, time: 0.584, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1705, s0.acc: 94.1235, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2117, s1.loss_cls: 0.0811, s1.acc: 94.2910, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1079, s2.loss_cls: 0.0400, s2.acc: 94.2312, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0513, loss: 1.1082 2022-09-18 05:49:19,330 - mmdet - INFO - Epoch [22][5800/7330] lr: 1.000e-04, eta: 16:36:03, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1678, s0.acc: 94.1470, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2136, s1.loss_cls: 0.0816, s1.acc: 94.0874, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1092, s2.loss_cls: 0.0406, s2.acc: 93.9933, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0520, loss: 1.1042 2022-09-18 05:49:47,758 - mmdet - INFO - Epoch [22][5850/7330] lr: 1.000e-04, eta: 16:35:34, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1690, s0.acc: 94.1006, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2158, s1.loss_cls: 0.0814, s1.acc: 94.1255, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1098, s2.loss_cls: 0.0409, s2.acc: 93.8333, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0527, loss: 1.1171 2022-09-18 05:50:15,925 - mmdet - INFO - Epoch [22][5900/7330] lr: 1.000e-04, eta: 16:35:05, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1665, s0.acc: 94.2380, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2070, s1.loss_cls: 0.0812, s1.acc: 94.1784, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1062, s2.loss_cls: 0.0401, s2.acc: 94.1185, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0510, loss: 1.0770 2022-09-18 05:50:43,781 - mmdet - INFO - Epoch [22][5950/7330] lr: 1.000e-04, eta: 16:34:36, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1637, s0.acc: 94.4143, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2128, s1.loss_cls: 0.0791, s1.acc: 94.4537, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1094, s2.loss_cls: 0.0387, s2.acc: 94.4674, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0519, loss: 1.0787 2022-09-18 05:51:11,941 - mmdet - INFO - Epoch [22][6000/7330] lr: 1.000e-04, eta: 16:34:07, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1725, s0.acc: 93.9973, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2176, s1.loss_cls: 0.0829, s1.acc: 94.0514, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1100, s2.loss_cls: 0.0411, s2.acc: 93.9703, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0521, loss: 1.1266 2022-09-18 05:51:40,259 - mmdet - INFO - Epoch [22][6050/7330] lr: 1.000e-04, eta: 16:33:38, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1713, s0.acc: 93.9702, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2126, s1.loss_cls: 0.0832, s1.acc: 93.9174, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1086, s2.loss_cls: 0.0413, s2.acc: 93.7964, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0522, loss: 1.1146 2022-09-18 05:52:08,837 - mmdet - INFO - Epoch [22][6100/7330] lr: 1.000e-04, eta: 16:33:09, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1639, s0.acc: 94.3762, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2107, s1.loss_cls: 0.0804, s1.acc: 94.3324, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1078, s2.loss_cls: 0.0401, s2.acc: 94.1549, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0514, loss: 1.0847 2022-09-18 05:52:37,194 - mmdet - INFO - Epoch [22][6150/7330] lr: 1.000e-04, eta: 16:32:40, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1674, s0.acc: 94.2947, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2114, s1.loss_cls: 0.0808, s1.acc: 94.4230, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1085, s2.loss_cls: 0.0392, s2.acc: 94.3368, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0514, loss: 1.0960 2022-09-18 05:53:05,408 - mmdet - INFO - Epoch [22][6200/7330] lr: 1.000e-04, eta: 16:32:11, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1626, s0.acc: 94.2993, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2168, s1.loss_cls: 0.0788, s1.acc: 94.3418, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1110, s2.loss_cls: 0.0393, s2.acc: 94.1902, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0526, loss: 1.0909 2022-09-18 05:53:33,502 - mmdet - INFO - Epoch [22][6250/7330] lr: 1.000e-04, eta: 16:31:42, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1704, s0.acc: 93.9922, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2164, s1.loss_cls: 0.0815, s1.acc: 94.0282, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1111, s2.loss_cls: 0.0407, s2.acc: 93.9280, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0525, loss: 1.1226 2022-09-18 05:54:01,581 - mmdet - INFO - Epoch [22][6300/7330] lr: 1.000e-04, eta: 16:31:13, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1620, s0.acc: 94.3699, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2149, s1.loss_cls: 0.0795, s1.acc: 94.3894, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1102, s2.loss_cls: 0.0398, s2.acc: 94.1409, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0527, loss: 1.0924 2022-09-18 05:54:29,573 - mmdet - INFO - Epoch [22][6350/7330] lr: 1.000e-04, eta: 16:30:44, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1634, s0.acc: 94.3284, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2119, s1.loss_cls: 0.0794, s1.acc: 94.2968, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1081, s2.loss_cls: 0.0397, s2.acc: 94.1828, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0517, loss: 1.0714 2022-09-18 05:54:57,638 - mmdet - INFO - Epoch [22][6400/7330] lr: 1.000e-04, eta: 16:30:15, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1623, s0.acc: 94.4077, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2063, s1.loss_cls: 0.0791, s1.acc: 94.3726, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1068, s2.loss_cls: 0.0391, s2.acc: 94.2348, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0514, loss: 1.0622 2022-09-18 05:55:25,603 - mmdet - INFO - Epoch [22][6450/7330] lr: 1.000e-04, eta: 16:29:46, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1679, s0.acc: 94.1414, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2160, s1.loss_cls: 0.0810, s1.acc: 94.1681, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1095, s2.loss_cls: 0.0404, s2.acc: 94.0919, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0519, loss: 1.0968 2022-09-18 05:55:53,369 - mmdet - INFO - Epoch [22][6500/7330] lr: 1.000e-04, eta: 16:29:16, time: 0.555, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1759, s0.acc: 93.9260, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2136, s1.loss_cls: 0.0855, s1.acc: 93.9793, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1089, s2.loss_cls: 0.0418, s2.acc: 93.8659, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0521, loss: 1.1318 2022-09-18 05:56:21,978 - mmdet - INFO - Epoch [22][6550/7330] lr: 1.000e-04, eta: 16:28:47, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1673, s0.acc: 94.1426, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2180, s1.loss_cls: 0.0814, s1.acc: 94.1228, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1114, s2.loss_cls: 0.0406, s2.acc: 93.9350, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0527, loss: 1.1096 2022-09-18 05:56:49,238 - mmdet - INFO - Epoch [22][6600/7330] lr: 1.000e-04, eta: 16:28:18, time: 0.544, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1586, s0.acc: 94.5610, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2127, s1.loss_cls: 0.0764, s1.acc: 94.6127, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1097, s2.loss_cls: 0.0373, s2.acc: 94.4867, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0527, loss: 1.0651 2022-09-18 05:57:17,143 - mmdet - INFO - Epoch [22][6650/7330] lr: 1.000e-04, eta: 16:27:49, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1612, s0.acc: 94.5156, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2071, s1.loss_cls: 0.0765, s1.acc: 94.6480, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1057, s2.loss_cls: 0.0376, s2.acc: 94.5686, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0506, loss: 1.0622 2022-09-18 05:57:45,705 - mmdet - INFO - Epoch [22][6700/7330] lr: 1.000e-04, eta: 16:27:20, time: 0.571, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1657, s0.acc: 94.2073, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2097, s1.loss_cls: 0.0804, s1.acc: 94.2783, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1071, s2.loss_cls: 0.0398, s2.acc: 94.1927, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0512, loss: 1.0934 2022-09-18 05:58:14,282 - mmdet - INFO - Epoch [22][6750/7330] lr: 1.000e-04, eta: 16:26:51, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1544, s0.acc: 94.6272, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2152, s1.loss_cls: 0.0748, s1.acc: 94.5836, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1099, s2.loss_cls: 0.0374, s2.acc: 94.4529, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0531, loss: 1.0577 2022-09-18 05:58:43,004 - mmdet - INFO - Epoch [22][6800/7330] lr: 1.000e-04, eta: 16:26:22, time: 0.578, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1621, s0.acc: 94.4746, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2133, s1.loss_cls: 0.0785, s1.acc: 94.4445, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1084, s2.loss_cls: 0.0379, s2.acc: 94.4519, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0522, loss: 1.0699 2022-09-18 05:59:10,838 - mmdet - INFO - Epoch [22][6850/7330] lr: 1.000e-04, eta: 16:25:53, time: 0.557, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1728, s0.acc: 94.0427, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2170, s1.loss_cls: 0.0827, s1.acc: 94.1693, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1107, s2.loss_cls: 0.0408, s2.acc: 94.1411, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0529, loss: 1.1229 2022-09-18 05:59:39,177 - mmdet - INFO - Epoch [22][6900/7330] lr: 1.000e-04, eta: 16:25:24, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1611, s0.acc: 94.3342, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2078, s1.loss_cls: 0.0788, s1.acc: 94.2661, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1070, s2.loss_cls: 0.0388, s2.acc: 94.1940, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0512, loss: 1.0708 2022-09-18 06:00:10,553 - mmdet - INFO - Epoch [22][6950/7330] lr: 1.000e-04, eta: 16:24:57, time: 0.628, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1591, s0.acc: 94.4524, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2095, s1.loss_cls: 0.0763, s1.acc: 94.5508, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1074, s2.loss_cls: 0.0381, s2.acc: 94.3930, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0511, loss: 1.0744 2022-09-18 06:00:39,185 - mmdet - INFO - Epoch [22][7000/7330] lr: 1.000e-04, eta: 16:24:29, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1695, s0.acc: 94.1362, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2135, s1.loss_cls: 0.0824, s1.acc: 94.1132, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1093, s2.loss_cls: 0.0407, s2.acc: 94.0048, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0519, loss: 1.1056 2022-09-18 06:01:07,318 - mmdet - INFO - Epoch [22][7050/7330] lr: 1.000e-04, eta: 16:24:00, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1610, s0.acc: 94.4966, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2045, s1.loss_cls: 0.0785, s1.acc: 94.4768, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1035, s2.loss_cls: 0.0383, s2.acc: 94.4236, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0496, loss: 1.0459 2022-09-18 06:01:35,817 - mmdet - INFO - Epoch [22][7100/7330] lr: 1.000e-04, eta: 16:23:31, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1673, s0.acc: 94.1116, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2119, s1.loss_cls: 0.0818, s1.acc: 94.0590, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1063, s2.loss_cls: 0.0411, s2.acc: 93.8111, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0510, loss: 1.1012 2022-09-18 06:02:03,825 - mmdet - INFO - Epoch [22][7150/7330] lr: 1.000e-04, eta: 16:23:02, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1635, s0.acc: 94.3784, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2101, s1.loss_cls: 0.0783, s1.acc: 94.4585, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1076, s2.loss_cls: 0.0389, s2.acc: 94.3307, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0517, loss: 1.0750 2022-09-18 06:02:32,097 - mmdet - INFO - Epoch [22][7200/7330] lr: 1.000e-04, eta: 16:22:33, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1605, s0.acc: 94.3831, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2074, s1.loss_cls: 0.0781, s1.acc: 94.3906, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1075, s2.loss_cls: 0.0392, s2.acc: 94.1754, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0516, loss: 1.0662 2022-09-18 06:03:00,464 - mmdet - INFO - Epoch [22][7250/7330] lr: 1.000e-04, eta: 16:22:04, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1640, s0.acc: 94.4304, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2119, s1.loss_cls: 0.0782, s1.acc: 94.5630, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1071, s2.loss_cls: 0.0382, s2.acc: 94.5532, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0512, loss: 1.0738 2022-09-18 06:03:28,824 - mmdet - INFO - Epoch [22][7300/7330] lr: 1.000e-04, eta: 16:21:35, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1688, s0.acc: 94.1868, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2144, s1.loss_cls: 0.0807, s1.acc: 94.2468, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1105, s2.loss_cls: 0.0401, s2.acc: 94.1938, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0528, loss: 1.1008 2022-09-18 06:03:54,353 - mmdet - INFO - Saving checkpoint at 22 epochs 2022-09-18 06:05:43,330 - mmdet - INFO - Evaluating bbox... 2022-09-18 06:06:09,203 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.482 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.668 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.524 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.316 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.512 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.617 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.617 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.617 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.440 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.652 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.774 2022-09-18 06:06:09,203 - mmdet - INFO - Evaluating segm... 2022-09-18 06:06:41,080 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.416 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.641 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.447 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.229 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.444 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.604 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.539 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.539 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.539 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 ] = 0.578 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.704 2022-09-18 06:06:41,497 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 06:06:41,498 - mmdet - INFO - Epoch(val) [22][313] bbox_mAP: 0.4820, bbox_mAP_50: 0.6680, bbox_mAP_75: 0.5240, bbox_mAP_s: 0.3160, bbox_mAP_m: 0.5120, bbox_mAP_l: 0.6360, bbox_mAP_copypaste: 0.482 0.668 0.524 0.316 0.512 0.636, segm_mAP: 0.4160, segm_mAP_50: 0.6410, segm_mAP_75: 0.4470, segm_mAP_s: 0.2290, segm_mAP_m: 0.4440, segm_mAP_l: 0.6040, segm_mAP_copypaste: 0.416 0.641 0.447 0.229 0.444 0.604 2022-09-18 06:08:49,395 - mmdet - INFO - Epoch [23][50/7330] lr: 1.000e-04, eta: 16:21:41, time: 2.558, data_time: 1.986, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1600, s0.acc: 94.3931, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2076, s1.loss_cls: 0.0768, s1.acc: 94.4651, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1061, s2.loss_cls: 0.0380, s2.acc: 94.3564, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0510, loss: 1.0713 2022-09-18 06:09:17,868 - mmdet - INFO - Epoch [23][100/7330] lr: 1.000e-04, eta: 16:21:12, time: 0.570, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1584, s0.acc: 94.4187, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2050, s1.loss_cls: 0.0759, s1.acc: 94.4746, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1052, s2.loss_cls: 0.0376, s2.acc: 94.3501, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0504, loss: 1.0619 2022-09-18 06:09:46,630 - mmdet - INFO - Epoch [23][150/7330] lr: 1.000e-04, eta: 16:20:44, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1615, s0.acc: 94.3796, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2104, s1.loss_cls: 0.0789, s1.acc: 94.3198, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1076, s2.loss_cls: 0.0392, s2.acc: 94.2692, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0516, loss: 1.0796 2022-09-18 06:10:15,167 - mmdet - INFO - Epoch [23][200/7330] lr: 1.000e-04, eta: 16:20:15, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1594, s0.acc: 94.5364, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2071, s1.loss_cls: 0.0766, s1.acc: 94.6046, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1060, s2.loss_cls: 0.0378, s2.acc: 94.5369, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0510, loss: 1.0635 2022-09-18 06:10:43,593 - mmdet - INFO - Epoch [23][250/7330] lr: 1.000e-04, eta: 16:19:46, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1565, s0.acc: 94.4680, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2074, s1.loss_cls: 0.0753, s1.acc: 94.6229, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1073, s2.loss_cls: 0.0379, s2.acc: 94.3559, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0516, loss: 1.0630 2022-09-18 06:11:12,331 - mmdet - INFO - Epoch [23][300/7330] lr: 1.000e-04, eta: 16:19:17, time: 0.574, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1608, s0.acc: 94.4485, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2146, s1.loss_cls: 0.0771, s1.acc: 94.5867, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1114, s2.loss_cls: 0.0377, s2.acc: 94.5209, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0533, loss: 1.0876 2022-09-18 06:11:40,332 - mmdet - INFO - Epoch [23][350/7330] lr: 1.000e-04, eta: 16:18:48, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1613, s0.acc: 94.3633, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2090, s1.loss_cls: 0.0777, s1.acc: 94.4513, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1078, s2.loss_cls: 0.0381, s2.acc: 94.3782, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0518, loss: 1.0701 2022-09-18 06:12:08,915 - mmdet - INFO - Epoch [23][400/7330] lr: 1.000e-04, eta: 16:18:19, time: 0.572, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1654, s0.acc: 94.2996, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2168, s1.loss_cls: 0.0789, s1.acc: 94.4577, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1098, s2.loss_cls: 0.0390, s2.acc: 94.3449, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0523, loss: 1.0955 2022-09-18 06:12:37,047 - mmdet - INFO - Epoch [23][450/7330] lr: 1.000e-04, eta: 16:17:50, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1546, s0.acc: 94.6482, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2047, s1.loss_cls: 0.0735, s1.acc: 94.7912, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1059, s2.loss_cls: 0.0366, s2.acc: 94.7453, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0505, loss: 1.0520 2022-09-18 06:13:05,157 - mmdet - INFO - Epoch [23][500/7330] lr: 1.000e-04, eta: 16:17:21, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1535, s0.acc: 94.6245, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2021, s1.loss_cls: 0.0732, s1.acc: 94.7647, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1043, s2.loss_cls: 0.0368, s2.acc: 94.5895, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0500, loss: 1.0451 2022-09-18 06:13:33,626 - mmdet - INFO - Epoch [23][550/7330] lr: 1.000e-04, eta: 16:16:52, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1571, s0.acc: 94.5027, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2030, s1.loss_cls: 0.0754, s1.acc: 94.5377, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1036, s2.loss_cls: 0.0371, s2.acc: 94.4217, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0498, loss: 1.0497 2022-09-18 06:14:02,211 - mmdet - INFO - Epoch [23][600/7330] lr: 1.000e-04, eta: 16:16:23, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1579, s0.acc: 94.4302, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2065, s1.loss_cls: 0.0757, s1.acc: 94.5646, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1058, s2.loss_cls: 0.0373, s2.acc: 94.4848, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0505, loss: 1.0738 2022-09-18 06:14:30,698 - mmdet - INFO - Epoch [23][650/7330] lr: 1.000e-04, eta: 16:15:55, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1639, s0.acc: 94.2456, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2089, s1.loss_cls: 0.0796, s1.acc: 94.1734, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1066, s2.loss_cls: 0.0392, s2.acc: 94.2038, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0511, loss: 1.0823 2022-09-18 06:14:58,966 - mmdet - INFO - Epoch [23][700/7330] lr: 1.000e-04, eta: 16:15:26, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1593, s0.acc: 94.3438, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2077, s1.loss_cls: 0.0775, s1.acc: 94.4015, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1073, s2.loss_cls: 0.0384, s2.acc: 94.3167, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0516, loss: 1.0743 2022-09-18 06:15:26,693 - mmdet - INFO - Epoch [23][750/7330] lr: 1.000e-04, eta: 16:14:56, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1578, s0.acc: 94.4863, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2046, s1.loss_cls: 0.0779, s1.acc: 94.4559, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1056, s2.loss_cls: 0.0390, s2.acc: 94.2621, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0506, loss: 1.0523 2022-09-18 06:15:54,353 - mmdet - INFO - Epoch [23][800/7330] lr: 1.000e-04, eta: 16:14:27, time: 0.553, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1610, s0.acc: 94.4404, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2061, s1.loss_cls: 0.0777, s1.acc: 94.5278, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1059, s2.loss_cls: 0.0382, s2.acc: 94.4643, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0509, loss: 1.0622 2022-09-18 06:16:22,872 - mmdet - INFO - Epoch [23][850/7330] lr: 1.000e-04, eta: 16:13:58, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1689, s0.acc: 94.1201, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2143, s1.loss_cls: 0.0801, s1.acc: 94.2826, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1098, s2.loss_cls: 0.0397, s2.acc: 94.1733, s2.loss_bbox: 0.0459, s2.loss_mask: 0.0526, loss: 1.1150 2022-09-18 06:16:51,399 - mmdet - INFO - Epoch [23][900/7330] lr: 1.000e-04, eta: 16:13:29, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1605, s0.acc: 94.4343, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2135, s1.loss_cls: 0.0771, s1.acc: 94.5349, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1088, s2.loss_cls: 0.0382, s2.acc: 94.4274, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0519, loss: 1.0807 2022-09-18 06:17:19,443 - mmdet - INFO - Epoch [23][950/7330] lr: 1.000e-04, eta: 16:13:00, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1549, s0.acc: 94.6165, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2157, s1.loss_cls: 0.0738, s1.acc: 94.7088, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1095, s2.loss_cls: 0.0372, s2.acc: 94.3799, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0522, loss: 1.0706 2022-09-18 06:17:47,513 - mmdet - INFO - Epoch [23][1000/7330] lr: 1.000e-04, eta: 16:12:31, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1641, s0.acc: 94.2407, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2130, s1.loss_cls: 0.0802, s1.acc: 94.2596, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1094, s2.loss_cls: 0.0398, s2.acc: 94.1581, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0522, loss: 1.0905 2022-09-18 06:18:15,244 - mmdet - INFO - Epoch [23][1050/7330] lr: 1.000e-04, eta: 16:12:02, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1587, s0.acc: 94.5759, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2090, s1.loss_cls: 0.0767, s1.acc: 94.5681, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1067, s2.loss_cls: 0.0376, s2.acc: 94.4846, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0512, loss: 1.0565 2022-09-18 06:18:43,659 - mmdet - INFO - Epoch [23][1100/7330] lr: 1.000e-04, eta: 16:11:33, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1585, s0.acc: 94.4956, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2118, s1.loss_cls: 0.0751, s1.acc: 94.5827, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1085, s2.loss_cls: 0.0374, s2.acc: 94.4580, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0521, loss: 1.0743 2022-09-18 06:19:11,440 - mmdet - INFO - Epoch [23][1150/7330] lr: 1.000e-04, eta: 16:11:03, time: 0.556, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1470, s0.acc: 95.0200, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2050, s1.loss_cls: 0.0691, s1.acc: 95.1451, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1057, s2.loss_cls: 0.0347, s2.acc: 94.9590, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0509, loss: 1.0108 2022-09-18 06:19:39,872 - mmdet - INFO - Epoch [23][1200/7330] lr: 1.000e-04, eta: 16:10:35, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1541, s0.acc: 94.6340, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2079, s1.loss_cls: 0.0751, s1.acc: 94.6606, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1070, s2.loss_cls: 0.0373, s2.acc: 94.4761, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0513, loss: 1.0464 2022-09-18 06:20:08,060 - mmdet - INFO - Epoch [23][1250/7330] lr: 1.000e-04, eta: 16:10:06, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1614, s0.acc: 94.4434, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2101, s1.loss_cls: 0.0768, s1.acc: 94.5989, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1078, s2.loss_cls: 0.0385, s2.acc: 94.4620, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0515, loss: 1.0832 2022-09-18 06:20:35,882 - mmdet - INFO - Epoch [23][1300/7330] lr: 1.000e-04, eta: 16:09:36, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1695, s0.acc: 94.0947, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2113, s1.loss_cls: 0.0818, s1.acc: 94.1781, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1066, s2.loss_cls: 0.0403, s2.acc: 94.1691, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0506, loss: 1.0979 2022-09-18 06:21:04,106 - mmdet - INFO - Epoch [23][1350/7330] lr: 1.000e-04, eta: 16:09:07, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1510, s0.acc: 94.6897, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2067, s1.loss_cls: 0.0724, s1.acc: 94.7775, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1071, s2.loss_cls: 0.0362, s2.acc: 94.6100, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0516, loss: 1.0350 2022-09-18 06:21:32,433 - mmdet - INFO - Epoch [23][1400/7330] lr: 1.000e-04, eta: 16:08:38, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1579, s0.acc: 94.5056, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2062, s1.loss_cls: 0.0753, s1.acc: 94.6247, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1062, s2.loss_cls: 0.0377, s2.acc: 94.3899, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0510, loss: 1.0674 2022-09-18 06:22:00,742 - mmdet - INFO - Epoch [23][1450/7330] lr: 1.000e-04, eta: 16:08:09, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1638, s0.acc: 94.3928, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2102, s1.loss_cls: 0.0779, s1.acc: 94.5192, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1074, s2.loss_cls: 0.0385, s2.acc: 94.4669, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0516, loss: 1.0745 2022-09-18 06:22:29,211 - mmdet - INFO - Epoch [23][1500/7330] lr: 1.000e-04, eta: 16:07:40, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1540, s0.acc: 94.6689, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2070, s1.loss_cls: 0.0737, s1.acc: 94.8330, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1063, s2.loss_cls: 0.0368, s2.acc: 94.7181, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0509, loss: 1.0427 2022-09-18 06:22:57,000 - mmdet - INFO - Epoch [23][1550/7330] lr: 1.000e-04, eta: 16:07:11, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1599, s0.acc: 94.4546, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2069, s1.loss_cls: 0.0773, s1.acc: 94.5166, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1060, s2.loss_cls: 0.0384, s2.acc: 94.3490, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0507, loss: 1.0651 2022-09-18 06:23:25,319 - mmdet - INFO - Epoch [23][1600/7330] lr: 1.000e-04, eta: 16:06:42, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1580, s0.acc: 94.5576, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2149, s1.loss_cls: 0.0765, s1.acc: 94.6302, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1105, s2.loss_cls: 0.0383, s2.acc: 94.4289, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0529, loss: 1.0803 2022-09-18 06:23:53,907 - mmdet - INFO - Epoch [23][1650/7330] lr: 1.000e-04, eta: 16:06:13, time: 0.572, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1598, s0.acc: 94.4763, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2136, s1.loss_cls: 0.0776, s1.acc: 94.4795, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1093, s2.loss_cls: 0.0385, s2.acc: 94.3665, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0524, loss: 1.0785 2022-09-18 06:24:22,291 - mmdet - INFO - Epoch [23][1700/7330] lr: 1.000e-04, eta: 16:05:45, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1589, s0.acc: 94.4595, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2105, s1.loss_cls: 0.0772, s1.acc: 94.4307, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1082, s2.loss_cls: 0.0390, s2.acc: 94.2266, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0514, loss: 1.0635 2022-09-18 06:24:49,949 - mmdet - INFO - Epoch [23][1750/7330] lr: 1.000e-04, eta: 16:05:15, time: 0.553, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1528, s0.acc: 94.7388, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2044, s1.loss_cls: 0.0732, s1.acc: 94.8191, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1063, s2.loss_cls: 0.0364, s2.acc: 94.6197, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0509, loss: 1.0299 2022-09-18 06:25:17,744 - mmdet - INFO - Epoch [23][1800/7330] lr: 1.000e-04, eta: 16:04:46, time: 0.556, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1595, s0.acc: 94.4878, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2032, s1.loss_cls: 0.0757, s1.acc: 94.7015, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1046, s2.loss_cls: 0.0379, s2.acc: 94.4323, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0503, loss: 1.0549 2022-09-18 06:25:45,746 - mmdet - INFO - Epoch [23][1850/7330] lr: 1.000e-04, eta: 16:04:17, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1650, s0.acc: 94.2053, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2122, s1.loss_cls: 0.0795, s1.acc: 94.2675, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1090, s2.loss_cls: 0.0391, s2.acc: 94.1585, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0524, loss: 1.0928 2022-09-18 06:26:13,458 - mmdet - INFO - Epoch [23][1900/7330] lr: 1.000e-04, eta: 16:03:47, time: 0.555, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1589, s0.acc: 94.5059, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2045, s1.loss_cls: 0.0768, s1.acc: 94.5048, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1056, s2.loss_cls: 0.0382, s2.acc: 94.4271, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0508, loss: 1.0570 2022-09-18 06:26:41,898 - mmdet - INFO - Epoch [23][1950/7330] lr: 1.000e-04, eta: 16:03:19, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1553, s0.acc: 94.4995, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2095, s1.loss_cls: 0.0753, s1.acc: 94.5049, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1073, s2.loss_cls: 0.0375, s2.acc: 94.3958, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0510, loss: 1.0610 2022-09-18 06:27:10,361 - mmdet - INFO - Epoch [23][2000/7330] lr: 1.000e-04, eta: 16:02:50, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1614, s0.acc: 94.2979, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2113, s1.loss_cls: 0.0773, s1.acc: 94.4512, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1079, s2.loss_cls: 0.0379, s2.acc: 94.3774, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0516, loss: 1.0876 2022-09-18 06:27:38,513 - mmdet - INFO - Epoch [23][2050/7330] lr: 1.000e-04, eta: 16:02:21, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1617, s0.acc: 94.4155, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2086, s1.loss_cls: 0.0780, s1.acc: 94.5022, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1067, s2.loss_cls: 0.0389, s2.acc: 94.2620, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0512, loss: 1.0748 2022-09-18 06:28:07,168 - mmdet - INFO - Epoch [23][2100/7330] lr: 1.000e-04, eta: 16:01:52, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1673, s0.acc: 94.2371, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2073, s1.loss_cls: 0.0807, s1.acc: 94.3191, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1073, s2.loss_cls: 0.0400, s2.acc: 94.2053, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0511, loss: 1.0833 2022-09-18 06:28:34,894 - mmdet - INFO - Epoch [23][2150/7330] lr: 1.000e-04, eta: 16:01:23, time: 0.554, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1589, s0.acc: 94.4385, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2086, s1.loss_cls: 0.0769, s1.acc: 94.4394, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1065, s2.loss_cls: 0.0384, s2.acc: 94.3093, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0508, loss: 1.0669 2022-09-18 06:29:03,596 - mmdet - INFO - Epoch [23][2200/7330] lr: 1.000e-04, eta: 16:00:54, time: 0.574, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1698, s0.acc: 94.0571, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2121, s1.loss_cls: 0.0817, s1.acc: 94.1756, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1075, s2.loss_cls: 0.0403, s2.acc: 94.0861, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0512, loss: 1.1101 2022-09-18 06:29:31,624 - mmdet - INFO - Epoch [23][2250/7330] lr: 1.000e-04, eta: 16:00:25, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1591, s0.acc: 94.4482, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2054, s1.loss_cls: 0.0763, s1.acc: 94.6263, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1057, s2.loss_cls: 0.0381, s2.acc: 94.4297, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0504, loss: 1.0574 2022-09-18 06:30:00,345 - mmdet - INFO - Epoch [23][2300/7330] lr: 1.000e-04, eta: 15:59:56, time: 0.575, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1557, s0.acc: 94.4412, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2107, s1.loss_cls: 0.0743, s1.acc: 94.5930, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1082, s2.loss_cls: 0.0368, s2.acc: 94.5093, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0519, loss: 1.0727 2022-09-18 06:30:28,567 - mmdet - INFO - Epoch [23][2350/7330] lr: 1.000e-04, eta: 15:59:27, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1688, s0.acc: 94.2007, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2113, s1.loss_cls: 0.0805, s1.acc: 94.3431, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1077, s2.loss_cls: 0.0400, s2.acc: 94.2621, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0513, loss: 1.0953 2022-09-18 06:30:56,927 - mmdet - INFO - Epoch [23][2400/7330] lr: 1.000e-04, eta: 15:58:58, time: 0.567, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1626, s0.acc: 94.4070, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2096, s1.loss_cls: 0.0787, s1.acc: 94.4461, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1072, s2.loss_cls: 0.0389, s2.acc: 94.3586, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0513, loss: 1.0746 2022-09-18 06:31:25,532 - mmdet - INFO - Epoch [23][2450/7330] lr: 1.000e-04, eta: 15:58:29, time: 0.573, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1745, s0.acc: 94.0793, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2152, s1.loss_cls: 0.0829, s1.acc: 94.2220, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1091, s2.loss_cls: 0.0418, s2.acc: 94.0734, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0520, loss: 1.1227 2022-09-18 06:31:53,412 - mmdet - INFO - Epoch [23][2500/7330] lr: 1.000e-04, eta: 15:58:00, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1613, s0.acc: 94.4541, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2046, s1.loss_cls: 0.0774, s1.acc: 94.5361, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1044, s2.loss_cls: 0.0383, s2.acc: 94.3928, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0502, loss: 1.0591 2022-09-18 06:32:21,329 - mmdet - INFO - Epoch [23][2550/7330] lr: 1.000e-04, eta: 15:57:31, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1554, s0.acc: 94.5654, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2040, s1.loss_cls: 0.0742, s1.acc: 94.6921, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1038, s2.loss_cls: 0.0371, s2.acc: 94.5430, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0497, loss: 1.0480 2022-09-18 06:32:49,651 - mmdet - INFO - Epoch [23][2600/7330] lr: 1.000e-04, eta: 15:57:02, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1669, s0.acc: 94.3252, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2158, s1.loss_cls: 0.0807, s1.acc: 94.3409, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1108, s2.loss_cls: 0.0399, s2.acc: 94.2461, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.1023 2022-09-18 06:33:17,611 - mmdet - INFO - Epoch [23][2650/7330] lr: 1.000e-04, eta: 15:56:33, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1554, s0.acc: 94.6016, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2100, s1.loss_cls: 0.0739, s1.acc: 94.7047, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1074, s2.loss_cls: 0.0363, s2.acc: 94.6346, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0520, loss: 1.0523 2022-09-18 06:33:45,923 - mmdet - INFO - Epoch [23][2700/7330] lr: 1.000e-04, eta: 15:56:04, time: 0.570, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1563, s0.acc: 94.5071, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2130, s1.loss_cls: 0.0766, s1.acc: 94.4585, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1091, s2.loss_cls: 0.0381, s2.acc: 94.3875, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0515, loss: 1.0648 2022-09-18 06:34:13,912 - mmdet - INFO - Epoch [23][2750/7330] lr: 1.000e-04, eta: 15:55:35, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1626, s0.acc: 94.2925, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2065, s1.loss_cls: 0.0781, s1.acc: 94.3350, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1057, s2.loss_cls: 0.0387, s2.acc: 94.3151, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0505, loss: 1.0666 2022-09-18 06:34:42,576 - mmdet - INFO - Epoch [23][2800/7330] lr: 1.000e-04, eta: 15:55:06, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1564, s0.acc: 94.5657, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2058, s1.loss_cls: 0.0750, s1.acc: 94.6538, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1053, s2.loss_cls: 0.0377, s2.acc: 94.4588, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0502, loss: 1.0562 2022-09-18 06:35:11,263 - mmdet - INFO - Epoch [23][2850/7330] lr: 1.000e-04, eta: 15:54:37, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1670, s0.acc: 94.2192, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2090, s1.loss_cls: 0.0816, s1.acc: 94.1972, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1065, s2.loss_cls: 0.0405, s2.acc: 94.0918, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0510, loss: 1.0905 2022-09-18 06:35:39,583 - mmdet - INFO - Epoch [23][2900/7330] lr: 1.000e-04, eta: 15:54:08, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1604, s0.acc: 94.3979, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2051, s1.loss_cls: 0.0778, s1.acc: 94.3689, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1037, s2.loss_cls: 0.0386, s2.acc: 94.2393, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0493, loss: 1.0583 2022-09-18 06:36:08,236 - mmdet - INFO - Epoch [23][2950/7330] lr: 1.000e-04, eta: 15:53:40, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1656, s0.acc: 94.2820, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2042, s1.loss_cls: 0.0799, s1.acc: 94.3153, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1043, s2.loss_cls: 0.0398, s2.acc: 94.1542, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0496, loss: 1.0726 2022-09-18 06:36:36,004 - mmdet - INFO - Epoch [23][3000/7330] lr: 1.000e-04, eta: 15:53:10, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1664, s0.acc: 94.4023, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2166, s1.loss_cls: 0.0790, s1.acc: 94.5623, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1101, s2.loss_cls: 0.0388, s2.acc: 94.4086, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0526, loss: 1.0892 2022-09-18 06:37:04,770 - mmdet - INFO - Epoch [23][3050/7330] lr: 1.000e-04, eta: 15:52:42, time: 0.575, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1608, s0.acc: 94.4089, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2115, s1.loss_cls: 0.0774, s1.acc: 94.4422, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1072, s2.loss_cls: 0.0386, s2.acc: 94.3884, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0509, loss: 1.0723 2022-09-18 06:37:33,168 - mmdet - INFO - Epoch [23][3100/7330] lr: 1.000e-04, eta: 15:52:13, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1665, s0.acc: 94.1030, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2148, s1.loss_cls: 0.0803, s1.acc: 94.1975, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1087, s2.loss_cls: 0.0399, s2.acc: 94.0118, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0518, loss: 1.1114 2022-09-18 06:38:02,264 - mmdet - INFO - Epoch [23][3150/7330] lr: 1.000e-04, eta: 15:51:44, time: 0.583, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1744, s0.acc: 94.0024, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2139, s1.loss_cls: 0.0851, s1.acc: 93.9672, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1084, s2.loss_cls: 0.0422, s2.acc: 93.8900, s2.loss_bbox: 0.0458, s2.loss_mask: 0.0515, loss: 1.1370 2022-09-18 06:38:31,049 - mmdet - INFO - Epoch [23][3200/7330] lr: 1.000e-04, eta: 15:51:16, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1537, s0.acc: 94.6880, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2069, s1.loss_cls: 0.0725, s1.acc: 94.8535, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1064, s2.loss_cls: 0.0361, s2.acc: 94.6970, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0509, loss: 1.0421 2022-09-18 06:38:59,017 - mmdet - INFO - Epoch [23][3250/7330] lr: 1.000e-04, eta: 15:50:47, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1557, s0.acc: 94.7505, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2098, s1.loss_cls: 0.0758, s1.acc: 94.7038, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1080, s2.loss_cls: 0.0372, s2.acc: 94.7317, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0525, loss: 1.0481 2022-09-18 06:39:27,318 - mmdet - INFO - Epoch [23][3300/7330] lr: 1.000e-04, eta: 15:50:18, time: 0.566, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1676, s0.acc: 94.1943, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2095, s1.loss_cls: 0.0804, s1.acc: 94.2974, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1068, s2.loss_cls: 0.0394, s2.acc: 94.1709, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0507, loss: 1.1002 2022-09-18 06:39:55,334 - mmdet - INFO - Epoch [23][3350/7330] lr: 1.000e-04, eta: 15:49:49, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1565, s0.acc: 94.6233, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2080, s1.loss_cls: 0.0749, s1.acc: 94.7386, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1056, s2.loss_cls: 0.0371, s2.acc: 94.6393, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0508, loss: 1.0465 2022-09-18 06:40:23,516 - mmdet - INFO - Epoch [23][3400/7330] lr: 1.000e-04, eta: 15:49:20, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1540, s0.acc: 94.7007, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2029, s1.loss_cls: 0.0742, s1.acc: 94.7173, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1034, s2.loss_cls: 0.0365, s2.acc: 94.7684, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0493, loss: 1.0301 2022-09-18 06:40:51,901 - mmdet - INFO - Epoch [23][3450/7330] lr: 1.000e-04, eta: 15:48:51, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1553, s0.acc: 94.5315, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2057, s1.loss_cls: 0.0749, s1.acc: 94.5658, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1054, s2.loss_cls: 0.0371, s2.acc: 94.4574, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0508, loss: 1.0458 2022-09-18 06:41:19,951 - mmdet - INFO - Epoch [23][3500/7330] lr: 1.000e-04, eta: 15:48:22, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1560, s0.acc: 94.5767, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2033, s1.loss_cls: 0.0759, s1.acc: 94.5872, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1045, s2.loss_cls: 0.0371, s2.acc: 94.5459, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0503, loss: 1.0495 2022-09-18 06:41:48,395 - mmdet - INFO - Epoch [23][3550/7330] lr: 1.000e-04, eta: 15:47:53, time: 0.569, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1572, s0.acc: 94.3982, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2080, s1.loss_cls: 0.0759, s1.acc: 94.4528, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1068, s2.loss_cls: 0.0379, s2.acc: 94.2607, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0512, loss: 1.0765 2022-09-18 06:42:16,149 - mmdet - INFO - Epoch [23][3600/7330] lr: 1.000e-04, eta: 15:47:23, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1562, s0.acc: 94.5540, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2002, s1.loss_cls: 0.0768, s1.acc: 94.5106, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1033, s2.loss_cls: 0.0382, s2.acc: 94.3479, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0494, loss: 1.0347 2022-09-18 06:42:44,400 - mmdet - INFO - Epoch [23][3650/7330] lr: 1.000e-04, eta: 15:46:54, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1685, s0.acc: 94.2705, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2071, s1.loss_cls: 0.0811, s1.acc: 94.3095, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1068, s2.loss_cls: 0.0402, s2.acc: 94.2229, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0508, loss: 1.0856 2022-09-18 06:43:12,603 - mmdet - INFO - Epoch [23][3700/7330] lr: 1.000e-04, eta: 15:46:25, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1590, s0.acc: 94.4534, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2042, s1.loss_cls: 0.0768, s1.acc: 94.5386, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1047, s2.loss_cls: 0.0382, s2.acc: 94.2768, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0502, loss: 1.0567 2022-09-18 06:43:40,773 - mmdet - INFO - Epoch [23][3750/7330] lr: 1.000e-04, eta: 15:45:56, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1693, s0.acc: 94.3091, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2122, s1.loss_cls: 0.0810, s1.acc: 94.3327, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1084, s2.loss_cls: 0.0400, s2.acc: 94.2305, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0520, loss: 1.0959 2022-09-18 06:44:09,551 - mmdet - INFO - Epoch [23][3800/7330] lr: 1.000e-04, eta: 15:45:28, time: 0.576, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1662, s0.acc: 94.2505, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2124, s1.loss_cls: 0.0796, s1.acc: 94.3096, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1084, s2.loss_cls: 0.0396, s2.acc: 94.0181, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0519, loss: 1.0973 2022-09-18 06:44:37,496 - mmdet - INFO - Epoch [23][3850/7330] lr: 1.000e-04, eta: 15:44:59, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1609, s0.acc: 94.4004, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2092, s1.loss_cls: 0.0781, s1.acc: 94.4337, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1070, s2.loss_cls: 0.0393, s2.acc: 94.1602, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0512, loss: 1.0789 2022-09-18 06:45:06,006 - mmdet - INFO - Epoch [23][3900/7330] lr: 1.000e-04, eta: 15:44:30, time: 0.570, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1699, s0.acc: 94.1108, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2149, s1.loss_cls: 0.0821, s1.acc: 94.1485, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1083, s2.loss_cls: 0.0414, s2.acc: 93.9041, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0515, loss: 1.1150 2022-09-18 06:45:34,563 - mmdet - INFO - Epoch [23][3950/7330] lr: 1.000e-04, eta: 15:44:01, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1664, s0.acc: 94.2100, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2121, s1.loss_cls: 0.0808, s1.acc: 94.2268, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1086, s2.loss_cls: 0.0402, s2.acc: 94.1268, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0525, loss: 1.0934 2022-09-18 06:46:03,061 - mmdet - INFO - Epoch [23][4000/7330] lr: 1.000e-04, eta: 15:43:32, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1602, s0.acc: 94.3792, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2060, s1.loss_cls: 0.0775, s1.acc: 94.4195, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1060, s2.loss_cls: 0.0383, s2.acc: 94.3320, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0507, loss: 1.0650 2022-09-18 06:46:31,596 - mmdet - INFO - Epoch [23][4050/7330] lr: 1.000e-04, eta: 15:43:03, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1615, s0.acc: 94.3562, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2010, s1.loss_cls: 0.0788, s1.acc: 94.3692, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1036, s2.loss_cls: 0.0389, s2.acc: 94.2528, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0494, loss: 1.0537 2022-09-18 06:47:00,188 - mmdet - INFO - Epoch [23][4100/7330] lr: 1.000e-04, eta: 15:42:35, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1733, s0.acc: 93.8589, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2178, s1.loss_cls: 0.0841, s1.acc: 93.8411, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1114, s2.loss_cls: 0.0416, s2.acc: 93.7917, s2.loss_bbox: 0.0457, s2.loss_mask: 0.0532, loss: 1.1310 2022-09-18 06:47:28,532 - mmdet - INFO - Epoch [23][4150/7330] lr: 1.000e-04, eta: 15:42:06, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1707, s0.acc: 94.1440, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2084, s1.loss_cls: 0.0813, s1.acc: 94.2616, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1073, s2.loss_cls: 0.0404, s2.acc: 94.1234, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0515, loss: 1.1084 2022-09-18 06:47:57,059 - mmdet - INFO - Epoch [23][4200/7330] lr: 1.000e-04, eta: 15:41:37, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1634, s0.acc: 94.2930, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2120, s1.loss_cls: 0.0792, s1.acc: 94.3138, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1088, s2.loss_cls: 0.0393, s2.acc: 94.1983, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0520, loss: 1.0888 2022-09-18 06:48:25,543 - mmdet - INFO - Epoch [23][4250/7330] lr: 1.000e-04, eta: 15:41:08, time: 0.569, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1641, s0.acc: 94.2764, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2085, s1.loss_cls: 0.0798, s1.acc: 94.3487, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1078, s2.loss_cls: 0.0396, s2.acc: 94.1366, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0512, loss: 1.0938 2022-09-18 06:48:53,425 - mmdet - INFO - Epoch [23][4300/7330] lr: 1.000e-04, eta: 15:40:39, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1554, s0.acc: 94.5264, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2042, s1.loss_cls: 0.0747, s1.acc: 94.6120, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1050, s2.loss_cls: 0.0370, s2.acc: 94.4834, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0502, loss: 1.0521 2022-09-18 06:49:21,691 - mmdet - INFO - Epoch [23][4350/7330] lr: 1.000e-04, eta: 15:40:10, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1546, s0.acc: 94.6057, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2028, s1.loss_cls: 0.0745, s1.acc: 94.6496, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1045, s2.loss_cls: 0.0370, s2.acc: 94.4852, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0503, loss: 1.0449 2022-09-18 06:49:49,892 - mmdet - INFO - Epoch [23][4400/7330] lr: 1.000e-04, eta: 15:39:41, time: 0.564, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1657, s0.acc: 94.2815, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2084, s1.loss_cls: 0.0823, s1.acc: 94.0946, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1073, s2.loss_cls: 0.0406, s2.acc: 93.9545, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0518, loss: 1.0876 2022-09-18 06:50:18,258 - mmdet - INFO - Epoch [23][4450/7330] lr: 1.000e-04, eta: 15:39:12, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1576, s0.acc: 94.4468, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2111, s1.loss_cls: 0.0760, s1.acc: 94.4738, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1064, s2.loss_cls: 0.0375, s2.acc: 94.4844, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0508, loss: 1.0553 2022-09-18 06:50:46,575 - mmdet - INFO - Epoch [23][4500/7330] lr: 1.000e-04, eta: 15:38:43, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1672, s0.acc: 94.2729, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2141, s1.loss_cls: 0.0814, s1.acc: 94.2684, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1090, s2.loss_cls: 0.0397, s2.acc: 94.3130, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0526, loss: 1.0883 2022-09-18 06:51:14,938 - mmdet - INFO - Epoch [23][4550/7330] lr: 1.000e-04, eta: 15:38:14, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1696, s0.acc: 94.1628, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2166, s1.loss_cls: 0.0809, s1.acc: 94.2313, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1112, s2.loss_cls: 0.0400, s2.acc: 94.1720, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0528, loss: 1.1098 2022-09-18 06:51:43,437 - mmdet - INFO - Epoch [23][4600/7330] lr: 1.000e-04, eta: 15:37:45, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1742, s0.acc: 94.0154, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2129, s1.loss_cls: 0.0848, s1.acc: 94.0004, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1077, s2.loss_cls: 0.0412, s2.acc: 93.9870, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0514, loss: 1.1072 2022-09-18 06:52:11,509 - mmdet - INFO - Epoch [23][4650/7330] lr: 1.000e-04, eta: 15:37:16, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1646, s0.acc: 94.2437, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2094, s1.loss_cls: 0.0788, s1.acc: 94.3525, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1067, s2.loss_cls: 0.0388, s2.acc: 94.2663, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0511, loss: 1.0817 2022-09-18 06:52:39,841 - mmdet - INFO - Epoch [23][4700/7330] lr: 1.000e-04, eta: 15:36:47, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1730, s0.acc: 93.9956, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2123, s1.loss_cls: 0.0827, s1.acc: 93.9812, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1089, s2.loss_cls: 0.0405, s2.acc: 94.0138, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0519, loss: 1.1162 2022-09-18 06:53:07,610 - mmdet - INFO - Epoch [23][4750/7330] lr: 1.000e-04, eta: 15:36:18, time: 0.555, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1692, s0.acc: 94.2859, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2158, s1.loss_cls: 0.0815, s1.acc: 94.3068, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1088, s2.loss_cls: 0.0400, s2.acc: 94.2213, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0519, loss: 1.0980 2022-09-18 06:53:35,516 - mmdet - INFO - Epoch [23][4800/7330] lr: 1.000e-04, eta: 15:35:49, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1733, s0.acc: 94.0237, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2155, s1.loss_cls: 0.0840, s1.acc: 94.0289, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1092, s2.loss_cls: 0.0416, s2.acc: 93.9205, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0522, loss: 1.1267 2022-09-18 06:54:03,678 - mmdet - INFO - Epoch [23][4850/7330] lr: 1.000e-04, eta: 15:35:20, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1734, s0.acc: 94.1584, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2102, s1.loss_cls: 0.0821, s1.acc: 94.2948, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1067, s2.loss_cls: 0.0413, s2.acc: 94.1489, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0509, loss: 1.0903 2022-09-18 06:54:31,948 - mmdet - INFO - Epoch [23][4900/7330] lr: 1.000e-04, eta: 15:34:51, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1659, s0.acc: 94.1768, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2145, s1.loss_cls: 0.0802, s1.acc: 94.2613, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1088, s2.loss_cls: 0.0396, s2.acc: 94.1168, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0515, loss: 1.1008 2022-09-18 06:55:00,321 - mmdet - INFO - Epoch [23][4950/7330] lr: 1.000e-04, eta: 15:34:22, time: 0.570, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1576, s0.acc: 94.5098, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2048, s1.loss_cls: 0.0759, s1.acc: 94.6020, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1059, s2.loss_cls: 0.0372, s2.acc: 94.5920, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0509, loss: 1.0555 2022-09-18 06:55:29,151 - mmdet - INFO - Epoch [23][5000/7330] lr: 1.000e-04, eta: 15:33:53, time: 0.577, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1647, s0.acc: 94.2498, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2086, s1.loss_cls: 0.0796, s1.acc: 94.2970, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1071, s2.loss_cls: 0.0401, s2.acc: 94.1231, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0512, loss: 1.0794 2022-09-18 06:55:57,353 - mmdet - INFO - Epoch [23][5050/7330] lr: 1.000e-04, eta: 15:33:24, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1626, s0.acc: 94.2620, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2087, s1.loss_cls: 0.0788, s1.acc: 94.3102, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1076, s2.loss_cls: 0.0387, s2.acc: 94.2657, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0513, loss: 1.0919 2022-09-18 06:56:25,504 - mmdet - INFO - Epoch [23][5100/7330] lr: 1.000e-04, eta: 15:32:55, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1628, s0.acc: 94.3127, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2108, s1.loss_cls: 0.0786, s1.acc: 94.3345, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1078, s2.loss_cls: 0.0393, s2.acc: 94.1923, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0515, loss: 1.0779 2022-09-18 06:56:53,464 - mmdet - INFO - Epoch [23][5150/7330] lr: 1.000e-04, eta: 15:32:26, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1616, s0.acc: 94.5222, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2064, s1.loss_cls: 0.0780, s1.acc: 94.6028, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1056, s2.loss_cls: 0.0387, s2.acc: 94.4490, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0505, loss: 1.0558 2022-09-18 06:57:21,471 - mmdet - INFO - Epoch [23][5200/7330] lr: 1.000e-04, eta: 15:31:57, time: 0.560, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1597, s0.acc: 94.5447, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2045, s1.loss_cls: 0.0775, s1.acc: 94.6184, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1058, s2.loss_cls: 0.0389, s2.acc: 94.3601, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0508, loss: 1.0587 2022-09-18 06:57:49,224 - mmdet - INFO - Epoch [23][5250/7330] lr: 1.000e-04, eta: 15:31:28, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1566, s0.acc: 94.5176, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2096, s1.loss_cls: 0.0758, s1.acc: 94.5312, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1086, s2.loss_cls: 0.0375, s2.acc: 94.3869, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0522, loss: 1.0658 2022-09-18 06:58:17,799 - mmdet - INFO - Epoch [23][5300/7330] lr: 1.000e-04, eta: 15:30:59, time: 0.571, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1635, s0.acc: 94.3286, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2152, s1.loss_cls: 0.0786, s1.acc: 94.4308, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1102, s2.loss_cls: 0.0384, s2.acc: 94.3604, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0529, loss: 1.0885 2022-09-18 06:58:45,553 - mmdet - INFO - Epoch [23][5350/7330] lr: 1.000e-04, eta: 15:30:30, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1671, s0.acc: 94.1570, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2156, s1.loss_cls: 0.0807, s1.acc: 94.2494, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1102, s2.loss_cls: 0.0398, s2.acc: 94.1661, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0528, loss: 1.1034 2022-09-18 06:59:13,937 - mmdet - INFO - Epoch [23][5400/7330] lr: 1.000e-04, eta: 15:30:01, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1599, s0.acc: 94.3909, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2115, s1.loss_cls: 0.0766, s1.acc: 94.4671, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1089, s2.loss_cls: 0.0380, s2.acc: 94.4122, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0523, loss: 1.0700 2022-09-18 06:59:41,714 - mmdet - INFO - Epoch [23][5450/7330] lr: 1.000e-04, eta: 15:29:32, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1596, s0.acc: 94.4521, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2070, s1.loss_cls: 0.0773, s1.acc: 94.4912, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1073, s2.loss_cls: 0.0385, s2.acc: 94.3250, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0511, loss: 1.0596 2022-09-18 07:00:09,274 - mmdet - INFO - Epoch [23][5500/7330] lr: 1.000e-04, eta: 15:29:02, time: 0.551, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1611, s0.acc: 94.5813, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2027, s1.loss_cls: 0.0772, s1.acc: 94.6197, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1035, s2.loss_cls: 0.0382, s2.acc: 94.5167, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0495, loss: 1.0338 2022-09-18 07:00:37,799 - mmdet - INFO - Epoch [23][5550/7330] lr: 1.000e-04, eta: 15:28:34, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1683, s0.acc: 94.1565, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2105, s1.loss_cls: 0.0811, s1.acc: 94.1376, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1081, s2.loss_cls: 0.0394, s2.acc: 94.1709, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0516, loss: 1.0946 2022-09-18 07:01:05,522 - mmdet - INFO - Epoch [23][5600/7330] lr: 1.000e-04, eta: 15:28:04, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1610, s0.acc: 94.3469, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2146, s1.loss_cls: 0.0784, s1.acc: 94.3516, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1099, s2.loss_cls: 0.0386, s2.acc: 94.2534, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0527, loss: 1.0860 2022-09-18 07:01:33,711 - mmdet - INFO - Epoch [23][5650/7330] lr: 1.000e-04, eta: 15:27:35, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1551, s0.acc: 94.6455, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2054, s1.loss_cls: 0.0753, s1.acc: 94.6602, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1056, s2.loss_cls: 0.0372, s2.acc: 94.4858, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0506, loss: 1.0358 2022-09-18 07:02:02,101 - mmdet - INFO - Epoch [23][5700/7330] lr: 1.000e-04, eta: 15:27:06, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1738, s0.acc: 94.0403, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2140, s1.loss_cls: 0.0841, s1.acc: 94.0136, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1091, s2.loss_cls: 0.0415, s2.acc: 93.9909, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0533, loss: 1.1208 2022-09-18 07:02:30,533 - mmdet - INFO - Epoch [23][5750/7330] lr: 1.000e-04, eta: 15:26:38, time: 0.568, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1696, s0.acc: 94.0161, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2153, s1.loss_cls: 0.0821, s1.acc: 94.0517, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1099, s2.loss_cls: 0.0408, s2.acc: 93.8753, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0528, loss: 1.1147 2022-09-18 07:02:58,979 - mmdet - INFO - Epoch [23][5800/7330] lr: 1.000e-04, eta: 15:26:09, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1673, s0.acc: 94.2500, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2138, s1.loss_cls: 0.0809, s1.acc: 94.3233, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1086, s2.loss_cls: 0.0396, s2.acc: 94.2665, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0512, loss: 1.0947 2022-09-18 07:03:27,029 - mmdet - INFO - Epoch [23][5850/7330] lr: 1.000e-04, eta: 15:25:40, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1596, s0.acc: 94.4839, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2072, s1.loss_cls: 0.0770, s1.acc: 94.5217, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1064, s2.loss_cls: 0.0381, s2.acc: 94.4514, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0513, loss: 1.0500 2022-09-18 07:03:55,256 - mmdet - INFO - Epoch [23][5900/7330] lr: 1.000e-04, eta: 15:25:11, time: 0.564, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1658, s0.acc: 94.2222, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2184, s1.loss_cls: 0.0794, s1.acc: 94.2414, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1099, s2.loss_cls: 0.0391, s2.acc: 94.2590, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0524, loss: 1.0985 2022-09-18 07:04:23,400 - mmdet - INFO - Epoch [23][5950/7330] lr: 1.000e-04, eta: 15:24:42, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1673, s0.acc: 94.1936, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2088, s1.loss_cls: 0.0808, s1.acc: 94.1651, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1069, s2.loss_cls: 0.0394, s2.acc: 94.1306, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0514, loss: 1.0886 2022-09-18 07:04:51,223 - mmdet - INFO - Epoch [23][6000/7330] lr: 1.000e-04, eta: 15:24:13, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1534, s0.acc: 94.5852, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2066, s1.loss_cls: 0.0730, s1.acc: 94.6816, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1062, s2.loss_cls: 0.0365, s2.acc: 94.6594, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0511, loss: 1.0491 2022-09-18 07:05:19,724 - mmdet - INFO - Epoch [23][6050/7330] lr: 1.000e-04, eta: 15:23:44, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1635, s0.acc: 94.3220, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2127, s1.loss_cls: 0.0782, s1.acc: 94.3483, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1084, s2.loss_cls: 0.0392, s2.acc: 94.2432, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0516, loss: 1.0899 2022-09-18 07:05:47,364 - mmdet - INFO - Epoch [23][6100/7330] lr: 1.000e-04, eta: 15:23:14, time: 0.553, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1535, s0.acc: 94.6421, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2051, s1.loss_cls: 0.0745, s1.acc: 94.6878, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1050, s2.loss_cls: 0.0373, s2.acc: 94.4822, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0506, loss: 1.0311 2022-09-18 07:06:15,418 - mmdet - INFO - Epoch [23][6150/7330] lr: 1.000e-04, eta: 15:22:45, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1573, s0.acc: 94.4697, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2103, s1.loss_cls: 0.0759, s1.acc: 94.5867, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1090, s2.loss_cls: 0.0383, s2.acc: 94.3412, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0521, loss: 1.0710 2022-09-18 07:06:43,726 - mmdet - INFO - Epoch [23][6200/7330] lr: 1.000e-04, eta: 15:22:16, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1702, s0.acc: 94.0349, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2109, s1.loss_cls: 0.0825, s1.acc: 94.0515, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1074, s2.loss_cls: 0.0407, s2.acc: 93.9547, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0513, loss: 1.1101 2022-09-18 07:07:12,314 - mmdet - INFO - Epoch [23][6250/7330] lr: 1.000e-04, eta: 15:21:48, time: 0.572, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1648, s0.acc: 94.3086, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2096, s1.loss_cls: 0.0790, s1.acc: 94.3879, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1073, s2.loss_cls: 0.0389, s2.acc: 94.2810, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0515, loss: 1.0870 2022-09-18 07:07:40,503 - mmdet - INFO - Epoch [23][6300/7330] lr: 1.000e-04, eta: 15:21:19, time: 0.564, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1582, s0.acc: 94.4331, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2098, s1.loss_cls: 0.0761, s1.acc: 94.4705, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1079, s2.loss_cls: 0.0371, s2.acc: 94.4399, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0518, loss: 1.0639 2022-09-18 07:08:08,596 - mmdet - INFO - Epoch [23][6350/7330] lr: 1.000e-04, eta: 15:20:50, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1585, s0.acc: 94.5432, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2091, s1.loss_cls: 0.0764, s1.acc: 94.5759, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1077, s2.loss_cls: 0.0381, s2.acc: 94.4613, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0513, loss: 1.0652 2022-09-18 07:08:36,733 - mmdet - INFO - Epoch [23][6400/7330] lr: 1.000e-04, eta: 15:20:21, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1604, s0.acc: 94.4673, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2118, s1.loss_cls: 0.0765, s1.acc: 94.5561, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1083, s2.loss_cls: 0.0377, s2.acc: 94.3548, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0518, loss: 1.0698 2022-09-18 07:09:05,307 - mmdet - INFO - Epoch [23][6450/7330] lr: 1.000e-04, eta: 15:19:52, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1643, s0.acc: 94.1816, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2116, s1.loss_cls: 0.0781, s1.acc: 94.3963, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1082, s2.loss_cls: 0.0393, s2.acc: 94.2360, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0521, loss: 1.0892 2022-09-18 07:09:33,760 - mmdet - INFO - Epoch [23][6500/7330] lr: 1.000e-04, eta: 15:19:23, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1696, s0.acc: 94.1958, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2138, s1.loss_cls: 0.0810, s1.acc: 94.2325, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1080, s2.loss_cls: 0.0400, s2.acc: 94.1642, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0515, loss: 1.1019 2022-09-18 07:10:02,318 - mmdet - INFO - Epoch [23][6550/7330] lr: 1.000e-04, eta: 15:18:54, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1558, s0.acc: 94.5215, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2172, s1.loss_cls: 0.0756, s1.acc: 94.5452, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1094, s2.loss_cls: 0.0384, s2.acc: 94.3360, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0519, loss: 1.0675 2022-09-18 07:10:30,527 - mmdet - INFO - Epoch [23][6600/7330] lr: 1.000e-04, eta: 15:18:25, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1643, s0.acc: 94.4016, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2108, s1.loss_cls: 0.0784, s1.acc: 94.4655, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1074, s2.loss_cls: 0.0390, s2.acc: 94.2396, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0515, loss: 1.0827 2022-09-18 07:10:58,690 - mmdet - INFO - Epoch [23][6650/7330] lr: 1.000e-04, eta: 15:17:56, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1614, s0.acc: 94.4353, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2131, s1.loss_cls: 0.0771, s1.acc: 94.5322, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1101, s2.loss_cls: 0.0381, s2.acc: 94.5005, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0530, loss: 1.0843 2022-09-18 07:11:27,176 - mmdet - INFO - Epoch [23][6700/7330] lr: 1.000e-04, eta: 15:17:27, time: 0.570, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1619, s0.acc: 94.2546, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2132, s1.loss_cls: 0.0777, s1.acc: 94.3850, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1092, s2.loss_cls: 0.0390, s2.acc: 94.2146, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0521, loss: 1.0962 2022-09-18 07:11:55,442 - mmdet - INFO - Epoch [23][6750/7330] lr: 1.000e-04, eta: 15:16:59, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1598, s0.acc: 94.4617, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2095, s1.loss_cls: 0.0773, s1.acc: 94.5072, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1067, s2.loss_cls: 0.0380, s2.acc: 94.4644, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0513, loss: 1.0663 2022-09-18 07:12:24,066 - mmdet - INFO - Epoch [23][6800/7330] lr: 1.000e-04, eta: 15:16:30, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1634, s0.acc: 94.3474, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2088, s1.loss_cls: 0.0791, s1.acc: 94.4114, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1072, s2.loss_cls: 0.0392, s2.acc: 94.2294, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0512, loss: 1.0796 2022-09-18 07:12:52,308 - mmdet - INFO - Epoch [23][6850/7330] lr: 1.000e-04, eta: 15:16:01, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1600, s0.acc: 94.3782, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2135, s1.loss_cls: 0.0781, s1.acc: 94.3393, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1083, s2.loss_cls: 0.0390, s2.acc: 94.2536, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0517, loss: 1.0693 2022-09-18 07:13:20,779 - mmdet - INFO - Epoch [23][6900/7330] lr: 1.000e-04, eta: 15:15:32, time: 0.570, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1716, s0.acc: 94.1460, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2145, s1.loss_cls: 0.0823, s1.acc: 94.2445, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1098, s2.loss_cls: 0.0404, s2.acc: 94.2284, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0517, loss: 1.1217 2022-09-18 07:13:48,946 - mmdet - INFO - Epoch [23][6950/7330] lr: 1.000e-04, eta: 15:15:03, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1673, s0.acc: 94.2346, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2238, s1.loss_cls: 0.0810, s1.acc: 94.3080, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1138, s2.loss_cls: 0.0399, s2.acc: 94.2585, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0541, loss: 1.1118 2022-09-18 07:14:16,877 - mmdet - INFO - Epoch [23][7000/7330] lr: 1.000e-04, eta: 15:14:34, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1753, s0.acc: 93.9600, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2169, s1.loss_cls: 0.0841, s1.acc: 94.0335, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1100, s2.loss_cls: 0.0413, s2.acc: 93.9662, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0523, loss: 1.1318 2022-09-18 07:14:45,289 - mmdet - INFO - Epoch [23][7050/7330] lr: 1.000e-04, eta: 15:14:05, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1589, s0.acc: 94.4751, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2139, s1.loss_cls: 0.0774, s1.acc: 94.4823, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1095, s2.loss_cls: 0.0384, s2.acc: 94.4521, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0520, loss: 1.0757 2022-09-18 07:15:13,310 - mmdet - INFO - Epoch [23][7100/7330] lr: 1.000e-04, eta: 15:13:36, time: 0.560, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1675, s0.acc: 94.2241, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2105, s1.loss_cls: 0.0808, s1.acc: 94.2957, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1081, s2.loss_cls: 0.0401, s2.acc: 94.2039, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0518, loss: 1.0866 2022-09-18 07:15:41,464 - mmdet - INFO - Epoch [23][7150/7330] lr: 1.000e-04, eta: 15:13:07, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1622, s0.acc: 94.3289, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2121, s1.loss_cls: 0.0774, s1.acc: 94.4908, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1074, s2.loss_cls: 0.0380, s2.acc: 94.4625, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0514, loss: 1.0768 2022-09-18 07:16:09,774 - mmdet - INFO - Epoch [23][7200/7330] lr: 1.000e-04, eta: 15:12:38, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1623, s0.acc: 94.4485, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2102, s1.loss_cls: 0.0782, s1.acc: 94.4877, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1076, s2.loss_cls: 0.0392, s2.acc: 94.3275, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0512, loss: 1.0778 2022-09-18 07:16:38,334 - mmdet - INFO - Epoch [23][7250/7330] lr: 1.000e-04, eta: 15:12:09, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1592, s0.acc: 94.4700, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2056, s1.loss_cls: 0.0776, s1.acc: 94.4949, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1055, s2.loss_cls: 0.0382, s2.acc: 94.3985, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0505, loss: 1.0558 2022-09-18 07:17:06,814 - mmdet - INFO - Epoch [23][7300/7330] lr: 1.000e-04, eta: 15:11:40, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1558, s0.acc: 94.4268, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2068, s1.loss_cls: 0.0747, s1.acc: 94.5376, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1068, s2.loss_cls: 0.0368, s2.acc: 94.5123, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0510, loss: 1.0567 2022-09-18 07:17:31,948 - mmdet - INFO - Saving checkpoint at 23 epochs 2022-09-18 07:19:16,522 - mmdet - INFO - Evaluating bbox... 2022-09-18 07:19:43,587 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.481 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.669 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.520 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.322 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.514 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.615 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.615 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.615 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.445 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 ] = 0.775 2022-09-18 07:19:43,587 - mmdet - INFO - Evaluating segm... 2022-09-18 07:20:13,863 - 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 ] = 0.639 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.448 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.231 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.445 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.607 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.538 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.538 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.538 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.367 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.577 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.704 2022-09-18 07:20:14,302 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 07:20:14,302 - mmdet - INFO - Epoch(val) [23][313] bbox_mAP: 0.4810, bbox_mAP_50: 0.6690, bbox_mAP_75: 0.5200, bbox_mAP_s: 0.3220, bbox_mAP_m: 0.5140, bbox_mAP_l: 0.6360, bbox_mAP_copypaste: 0.481 0.669 0.520 0.322 0.514 0.636, segm_mAP: 0.4150, segm_mAP_50: 0.6390, segm_mAP_75: 0.4480, segm_mAP_s: 0.2310, segm_mAP_m: 0.4450, segm_mAP_l: 0.6070, segm_mAP_copypaste: 0.415 0.639 0.448 0.231 0.445 0.607 2022-09-18 07:22:21,475 - mmdet - INFO - Epoch [24][50/7330] lr: 1.000e-04, eta: 15:11:40, time: 2.543, data_time: 1.964, memory: 12703, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1565, s0.acc: 94.5540, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2046, s1.loss_cls: 0.0750, s1.acc: 94.6391, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1052, s2.loss_cls: 0.0376, s2.acc: 94.5192, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0503, loss: 1.0531 2022-09-18 07:22:49,884 - mmdet - INFO - Epoch [24][100/7330] lr: 1.000e-04, eta: 15:11:12, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1649, s0.acc: 94.2024, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2114, s1.loss_cls: 0.0794, s1.acc: 94.3192, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1081, s2.loss_cls: 0.0395, s2.acc: 94.1526, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0517, loss: 1.0965 2022-09-18 07:23:18,878 - mmdet - INFO - Epoch [24][150/7330] lr: 1.000e-04, eta: 15:10:43, time: 0.580, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1580, s0.acc: 94.5044, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2064, s1.loss_cls: 0.0751, s1.acc: 94.7233, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1056, s2.loss_cls: 0.0374, s2.acc: 94.5939, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0507, loss: 1.0608 2022-09-18 07:23:47,167 - mmdet - INFO - Epoch [24][200/7330] lr: 1.000e-04, eta: 15:10:14, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1627, s0.acc: 94.4104, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2031, s1.loss_cls: 0.0770, s1.acc: 94.5686, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1048, s2.loss_cls: 0.0381, s2.acc: 94.5236, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0500, loss: 1.0614 2022-09-18 07:24:15,378 - mmdet - INFO - Epoch [24][250/7330] lr: 1.000e-04, eta: 15:09:45, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1556, s0.acc: 94.5151, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2079, s1.loss_cls: 0.0746, s1.acc: 94.5372, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1063, s2.loss_cls: 0.0363, s2.acc: 94.5251, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0510, loss: 1.0527 2022-09-18 07:24:42,973 - mmdet - INFO - Epoch [24][300/7330] lr: 1.000e-04, eta: 15:09:16, time: 0.551, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1578, s0.acc: 94.5608, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2115, s1.loss_cls: 0.0737, s1.acc: 94.7613, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1089, s2.loss_cls: 0.0365, s2.acc: 94.6655, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0525, loss: 1.0697 2022-09-18 07:25:11,163 - mmdet - INFO - Epoch [24][350/7330] lr: 1.000e-04, eta: 15:08:47, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1513, s0.acc: 94.7080, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2065, s1.loss_cls: 0.0720, s1.acc: 94.8602, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1063, s2.loss_cls: 0.0362, s2.acc: 94.7034, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0507, loss: 1.0350 2022-09-18 07:25:39,930 - mmdet - INFO - Epoch [24][400/7330] lr: 1.000e-04, eta: 15:08:18, time: 0.575, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1553, s0.acc: 94.4824, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2099, s1.loss_cls: 0.0754, s1.acc: 94.4752, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1085, s2.loss_cls: 0.0373, s2.acc: 94.4265, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0519, loss: 1.0582 2022-09-18 07:26:08,117 - mmdet - INFO - Epoch [24][450/7330] lr: 1.000e-04, eta: 15:07:49, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1628, s0.acc: 94.3069, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2101, s1.loss_cls: 0.0772, s1.acc: 94.4823, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1082, s2.loss_cls: 0.0379, s2.acc: 94.5086, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0516, loss: 1.0933 2022-09-18 07:26:37,145 - mmdet - INFO - Epoch [24][500/7330] lr: 1.000e-04, eta: 15:07:20, time: 0.581, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1593, s0.acc: 94.5554, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2080, s1.loss_cls: 0.0755, s1.acc: 94.6779, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1066, s2.loss_cls: 0.0375, s2.acc: 94.4828, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0512, loss: 1.0581 2022-09-18 07:27:05,019 - mmdet - INFO - Epoch [24][550/7330] lr: 1.000e-04, eta: 15:06:51, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1508, s0.acc: 94.6348, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2052, s1.loss_cls: 0.0724, s1.acc: 94.5728, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1060, s2.loss_cls: 0.0357, s2.acc: 94.5571, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0510, loss: 1.0401 2022-09-18 07:27:33,185 - mmdet - INFO - Epoch [24][600/7330] lr: 1.000e-04, eta: 15:06:22, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1597, s0.acc: 94.3911, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2088, s1.loss_cls: 0.0766, s1.acc: 94.5226, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1071, s2.loss_cls: 0.0379, s2.acc: 94.4307, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0513, loss: 1.0732 2022-09-18 07:28:01,198 - mmdet - INFO - Epoch [24][650/7330] lr: 1.000e-04, eta: 15:05:53, time: 0.560, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1604, s0.acc: 94.3921, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2081, s1.loss_cls: 0.0770, s1.acc: 94.4871, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1066, s2.loss_cls: 0.0388, s2.acc: 94.3285, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0507, loss: 1.0729 2022-09-18 07:28:29,035 - mmdet - INFO - Epoch [24][700/7330] lr: 1.000e-04, eta: 15:05:24, time: 0.557, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1517, s0.acc: 94.7639, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2057, s1.loss_cls: 0.0717, s1.acc: 94.8932, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1065, s2.loss_cls: 0.0357, s2.acc: 94.7176, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0511, loss: 1.0380 2022-09-18 07:28:57,987 - mmdet - INFO - Epoch [24][750/7330] lr: 1.000e-04, eta: 15:04:55, time: 0.579, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1567, s0.acc: 94.5012, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2058, s1.loss_cls: 0.0741, s1.acc: 94.6309, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1059, s2.loss_cls: 0.0367, s2.acc: 94.6139, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0509, loss: 1.0463 2022-09-18 07:29:25,970 - mmdet - INFO - Epoch [24][800/7330] lr: 1.000e-04, eta: 15:04:26, time: 0.559, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1560, s0.acc: 94.5403, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2071, s1.loss_cls: 0.0748, s1.acc: 94.6504, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1072, s2.loss_cls: 0.0372, s2.acc: 94.4964, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0513, loss: 1.0595 2022-09-18 07:29:54,037 - mmdet - INFO - Epoch [24][850/7330] lr: 1.000e-04, eta: 15:03:57, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1548, s0.acc: 94.5640, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2051, s1.loss_cls: 0.0730, s1.acc: 94.7021, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1052, s2.loss_cls: 0.0369, s2.acc: 94.5038, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0506, loss: 1.0495 2022-09-18 07:30:22,305 - mmdet - INFO - Epoch [24][900/7330] lr: 1.000e-04, eta: 15:03:28, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1470, s0.acc: 94.8308, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2008, s1.loss_cls: 0.0697, s1.acc: 95.0242, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1033, s2.loss_cls: 0.0348, s2.acc: 94.8760, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0497, loss: 1.0179 2022-09-18 07:30:49,987 - mmdet - INFO - Epoch [24][950/7330] lr: 1.000e-04, eta: 15:02:59, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1540, s0.acc: 94.5493, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2061, s1.loss_cls: 0.0734, s1.acc: 94.7311, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1063, s2.loss_cls: 0.0367, s2.acc: 94.5858, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0510, loss: 1.0574 2022-09-18 07:31:18,815 - mmdet - INFO - Epoch [24][1000/7330] lr: 1.000e-04, eta: 15:02:30, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1696, s0.acc: 94.0991, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2070, s1.loss_cls: 0.0816, s1.acc: 94.1520, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1059, s2.loss_cls: 0.0406, s2.acc: 94.0609, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0504, loss: 1.1005 2022-09-18 07:31:46,674 - mmdet - INFO - Epoch [24][1050/7330] lr: 1.000e-04, eta: 15:02:01, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1618, s0.acc: 94.4121, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2125, s1.loss_cls: 0.0763, s1.acc: 94.5422, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1083, s2.loss_cls: 0.0377, s2.acc: 94.4196, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0518, loss: 1.0633 2022-09-18 07:32:14,911 - mmdet - INFO - Epoch [24][1100/7330] lr: 1.000e-04, eta: 15:01:32, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1614, s0.acc: 94.3499, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2069, s1.loss_cls: 0.0783, s1.acc: 94.4262, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1064, s2.loss_cls: 0.0388, s2.acc: 94.3515, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0506, loss: 1.0723 2022-09-18 07:32:43,363 - mmdet - INFO - Epoch [24][1150/7330] lr: 1.000e-04, eta: 15:01:03, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1503, s0.acc: 94.7043, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2080, s1.loss_cls: 0.0716, s1.acc: 94.7413, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1069, s2.loss_cls: 0.0358, s2.acc: 94.5876, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0509, loss: 1.0360 2022-09-18 07:33:11,326 - mmdet - INFO - Epoch [24][1200/7330] lr: 1.000e-04, eta: 15:00:34, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1499, s0.acc: 94.6833, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2033, s1.loss_cls: 0.0726, s1.acc: 94.7464, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1051, s2.loss_cls: 0.0362, s2.acc: 94.5932, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0507, loss: 1.0278 2022-09-18 07:33:39,798 - mmdet - INFO - Epoch [24][1250/7330] lr: 1.000e-04, eta: 15:00:05, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1580, s0.acc: 94.5596, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2068, s1.loss_cls: 0.0762, s1.acc: 94.5293, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1063, s2.loss_cls: 0.0375, s2.acc: 94.4678, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0512, loss: 1.0588 2022-09-18 07:34:07,354 - mmdet - INFO - Epoch [24][1300/7330] lr: 1.000e-04, eta: 14:59:36, time: 0.551, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1467, s0.acc: 94.8093, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2009, s1.loss_cls: 0.0711, s1.acc: 94.8629, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1035, s2.loss_cls: 0.0351, s2.acc: 94.7759, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0501, loss: 1.0064 2022-09-18 07:34:35,261 - mmdet - INFO - Epoch [24][1350/7330] lr: 1.000e-04, eta: 14:59:07, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1630, s0.acc: 94.2383, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2138, s1.loss_cls: 0.0784, s1.acc: 94.2521, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1081, s2.loss_cls: 0.0392, s2.acc: 94.0849, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0513, loss: 1.0936 2022-09-18 07:35:02,912 - mmdet - INFO - Epoch [24][1400/7330] lr: 1.000e-04, eta: 14:58:37, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1547, s0.acc: 94.6775, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2090, s1.loss_cls: 0.0744, s1.acc: 94.6956, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1072, s2.loss_cls: 0.0367, s2.acc: 94.6451, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0518, loss: 1.0468 2022-09-18 07:35:30,834 - mmdet - INFO - Epoch [24][1450/7330] lr: 1.000e-04, eta: 14:58:08, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1603, s0.acc: 94.3992, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2128, s1.loss_cls: 0.0778, s1.acc: 94.4131, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1095, s2.loss_cls: 0.0387, s2.acc: 94.2517, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0523, loss: 1.0862 2022-09-18 07:35:59,200 - mmdet - INFO - Epoch [24][1500/7330] lr: 1.000e-04, eta: 14:57:39, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1608, s0.acc: 94.4487, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2081, s1.loss_cls: 0.0764, s1.acc: 94.6217, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1072, s2.loss_cls: 0.0377, s2.acc: 94.5115, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0510, loss: 1.0802 2022-09-18 07:36:27,321 - mmdet - INFO - Epoch [24][1550/7330] lr: 1.000e-04, eta: 14:57:10, time: 0.565, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1591, s0.acc: 94.5334, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2149, s1.loss_cls: 0.0770, s1.acc: 94.5458, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1104, s2.loss_cls: 0.0383, s2.acc: 94.3902, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0531, loss: 1.0797 2022-09-18 07:36:55,684 - mmdet - INFO - Epoch [24][1600/7330] lr: 1.000e-04, eta: 14:56:41, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1612, s0.acc: 94.4978, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2077, s1.loss_cls: 0.0778, s1.acc: 94.5967, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1062, s2.loss_cls: 0.0379, s2.acc: 94.5134, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0511, loss: 1.0547 2022-09-18 07:37:24,569 - mmdet - INFO - Epoch [24][1650/7330] lr: 1.000e-04, eta: 14:56:13, time: 0.578, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1653, s0.acc: 94.3259, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2134, s1.loss_cls: 0.0790, s1.acc: 94.4788, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1112, s2.loss_cls: 0.0390, s2.acc: 94.2510, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0528, loss: 1.0993 2022-09-18 07:37:52,552 - mmdet - INFO - Epoch [24][1700/7330] lr: 1.000e-04, eta: 14:55:44, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1638, s0.acc: 94.2041, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2146, s1.loss_cls: 0.0797, s1.acc: 94.2217, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1102, s2.loss_cls: 0.0398, s2.acc: 94.0802, s2.loss_bbox: 0.0463, s2.loss_mask: 0.0524, loss: 1.1108 2022-09-18 07:38:21,404 - mmdet - INFO - Epoch [24][1750/7330] lr: 1.000e-04, eta: 14:55:15, time: 0.577, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1575, s0.acc: 94.5312, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2065, s1.loss_cls: 0.0749, s1.acc: 94.7186, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1057, s2.loss_cls: 0.0374, s2.acc: 94.5264, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0505, loss: 1.0657 2022-09-18 07:38:49,389 - mmdet - INFO - Epoch [24][1800/7330] lr: 1.000e-04, eta: 14:54:46, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1575, s0.acc: 94.4734, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2046, s1.loss_cls: 0.0757, s1.acc: 94.5837, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1053, s2.loss_cls: 0.0374, s2.acc: 94.5150, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0505, loss: 1.0571 2022-09-18 07:39:17,681 - mmdet - INFO - Epoch [24][1850/7330] lr: 1.000e-04, eta: 14:54:17, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1558, s0.acc: 94.6143, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2051, s1.loss_cls: 0.0750, s1.acc: 94.6770, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1045, s2.loss_cls: 0.0370, s2.acc: 94.5398, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0500, loss: 1.0499 2022-09-18 07:39:45,986 - mmdet - INFO - Epoch [24][1900/7330] lr: 1.000e-04, eta: 14:53:48, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1620, s0.acc: 94.3516, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2104, s1.loss_cls: 0.0765, s1.acc: 94.5714, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1074, s2.loss_cls: 0.0378, s2.acc: 94.3833, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0513, loss: 1.0811 2022-09-18 07:40:14,399 - mmdet - INFO - Epoch [24][1950/7330] lr: 1.000e-04, eta: 14:53:19, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1663, s0.acc: 94.2461, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2112, s1.loss_cls: 0.0808, s1.acc: 94.2865, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1080, s2.loss_cls: 0.0391, s2.acc: 94.2158, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0520, loss: 1.0818 2022-09-18 07:40:42,882 - mmdet - INFO - Epoch [24][2000/7330] lr: 1.000e-04, eta: 14:52:50, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1569, s0.acc: 94.5654, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2139, s1.loss_cls: 0.0752, s1.acc: 94.6592, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1099, s2.loss_cls: 0.0370, s2.acc: 94.6390, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0527, loss: 1.0567 2022-09-18 07:41:10,504 - mmdet - INFO - Epoch [24][2050/7330] lr: 1.000e-04, eta: 14:52:21, time: 0.552, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1637, s0.acc: 94.4500, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2095, s1.loss_cls: 0.0786, s1.acc: 94.6004, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1069, s2.loss_cls: 0.0386, s2.acc: 94.5812, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0512, loss: 1.0594 2022-09-18 07:41:38,756 - mmdet - INFO - Epoch [24][2100/7330] lr: 1.000e-04, eta: 14:51:52, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1581, s0.acc: 94.4668, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2118, s1.loss_cls: 0.0763, s1.acc: 94.6083, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1084, s2.loss_cls: 0.0378, s2.acc: 94.4870, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0515, loss: 1.0670 2022-09-18 07:42:06,853 - mmdet - INFO - Epoch [24][2150/7330] lr: 1.000e-04, eta: 14:51:23, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1710, s0.acc: 94.0862, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2113, s1.loss_cls: 0.0830, s1.acc: 94.0560, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1083, s2.loss_cls: 0.0410, s2.acc: 93.9900, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0517, loss: 1.1074 2022-09-18 07:42:35,076 - mmdet - INFO - Epoch [24][2200/7330] lr: 1.000e-04, eta: 14:50:54, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1649, s0.acc: 94.2361, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2155, s1.loss_cls: 0.0804, s1.acc: 94.2964, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1089, s2.loss_cls: 0.0395, s2.acc: 94.1904, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0516, loss: 1.1129 2022-09-18 07:43:02,764 - mmdet - INFO - Epoch [24][2250/7330] lr: 1.000e-04, eta: 14:50:25, time: 0.554, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1599, s0.acc: 94.3193, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2148, s1.loss_cls: 0.0769, s1.acc: 94.3825, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1096, s2.loss_cls: 0.0381, s2.acc: 94.2816, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0527, loss: 1.0851 2022-09-18 07:43:31,146 - mmdet - INFO - Epoch [24][2300/7330] lr: 1.000e-04, eta: 14:49:56, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1528, s0.acc: 94.6038, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2076, s1.loss_cls: 0.0736, s1.acc: 94.6253, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1069, s2.loss_cls: 0.0365, s2.acc: 94.5348, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0512, loss: 1.0459 2022-09-18 07:43:59,255 - mmdet - INFO - Epoch [24][2350/7330] lr: 1.000e-04, eta: 14:49:27, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1606, s0.acc: 94.4756, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2145, s1.loss_cls: 0.0768, s1.acc: 94.5395, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1086, s2.loss_cls: 0.0375, s2.acc: 94.5107, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0519, loss: 1.0782 2022-09-18 07:44:27,524 - mmdet - INFO - Epoch [24][2400/7330] lr: 1.000e-04, eta: 14:48:58, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1636, s0.acc: 94.4636, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2054, s1.loss_cls: 0.0778, s1.acc: 94.5636, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1050, s2.loss_cls: 0.0384, s2.acc: 94.4118, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0505, loss: 1.0624 2022-09-18 07:44:55,840 - mmdet - INFO - Epoch [24][2450/7330] lr: 1.000e-04, eta: 14:48:29, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1602, s0.acc: 94.4248, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2106, s1.loss_cls: 0.0778, s1.acc: 94.4005, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1069, s2.loss_cls: 0.0387, s2.acc: 94.2713, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0513, loss: 1.0743 2022-09-18 07:45:23,815 - mmdet - INFO - Epoch [24][2500/7330] lr: 1.000e-04, eta: 14:48:00, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1702, s0.acc: 94.1804, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2115, s1.loss_cls: 0.0825, s1.acc: 94.2007, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1073, s2.loss_cls: 0.0412, s2.acc: 94.1469, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0512, loss: 1.0940 2022-09-18 07:45:51,765 - mmdet - INFO - Epoch [24][2550/7330] lr: 1.000e-04, eta: 14:47:31, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1618, s0.acc: 94.2869, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2050, s1.loss_cls: 0.0788, s1.acc: 94.2605, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1046, s2.loss_cls: 0.0394, s2.acc: 94.1518, s2.loss_bbox: 0.0454, s2.loss_mask: 0.0505, loss: 1.0758 2022-09-18 07:46:20,019 - mmdet - INFO - Epoch [24][2600/7330] lr: 1.000e-04, eta: 14:47:02, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1536, s0.acc: 94.4641, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2098, s1.loss_cls: 0.0740, s1.acc: 94.6031, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1084, s2.loss_cls: 0.0371, s2.acc: 94.4351, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0519, loss: 1.0539 2022-09-18 07:46:48,024 - mmdet - INFO - Epoch [24][2650/7330] lr: 1.000e-04, eta: 14:46:33, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1558, s0.acc: 94.5979, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2027, s1.loss_cls: 0.0752, s1.acc: 94.6486, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1049, s2.loss_cls: 0.0367, s2.acc: 94.6292, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0505, loss: 1.0421 2022-09-18 07:47:16,232 - mmdet - INFO - Epoch [24][2700/7330] lr: 1.000e-04, eta: 14:46:04, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1633, s0.acc: 94.2961, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2023, s1.loss_cls: 0.0786, s1.acc: 94.3183, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1036, s2.loss_cls: 0.0391, s2.acc: 94.2726, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0495, loss: 1.0678 2022-09-18 07:47:44,241 - mmdet - INFO - Epoch [24][2750/7330] lr: 1.000e-04, eta: 14:45:35, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1607, s0.acc: 94.4170, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2032, s1.loss_cls: 0.0766, s1.acc: 94.5629, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1044, s2.loss_cls: 0.0384, s2.acc: 94.2977, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0498, loss: 1.0570 2022-09-18 07:48:12,808 - mmdet - INFO - Epoch [24][2800/7330] lr: 1.000e-04, eta: 14:45:06, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1638, s0.acc: 94.2273, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2090, s1.loss_cls: 0.0794, s1.acc: 94.3145, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1074, s2.loss_cls: 0.0398, s2.acc: 94.1058, s2.loss_bbox: 0.0460, s2.loss_mask: 0.0514, loss: 1.1037 2022-09-18 07:48:40,853 - mmdet - INFO - Epoch [24][2850/7330] lr: 1.000e-04, eta: 14:44:37, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1588, s0.acc: 94.4568, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2030, s1.loss_cls: 0.0768, s1.acc: 94.5401, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1049, s2.loss_cls: 0.0383, s2.acc: 94.4078, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0506, loss: 1.0519 2022-09-18 07:49:08,923 - mmdet - INFO - Epoch [24][2900/7330] lr: 1.000e-04, eta: 14:44:08, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1579, s0.acc: 94.6255, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2020, s1.loss_cls: 0.0766, s1.acc: 94.6372, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1039, s2.loss_cls: 0.0374, s2.acc: 94.5726, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0501, loss: 1.0386 2022-09-18 07:49:37,491 - mmdet - INFO - Epoch [24][2950/7330] lr: 1.000e-04, eta: 14:43:39, time: 0.571, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1623, s0.acc: 94.4729, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2065, s1.loss_cls: 0.0782, s1.acc: 94.5382, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1065, s2.loss_cls: 0.0384, s2.acc: 94.4871, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0512, loss: 1.0583 2022-09-18 07:50:05,743 - mmdet - INFO - Epoch [24][3000/7330] lr: 1.000e-04, eta: 14:43:10, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1604, s0.acc: 94.3569, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2128, s1.loss_cls: 0.0769, s1.acc: 94.4306, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1092, s2.loss_cls: 0.0379, s2.acc: 94.3300, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0521, loss: 1.0784 2022-09-18 07:50:33,960 - mmdet - INFO - Epoch [24][3050/7330] lr: 1.000e-04, eta: 14:42:41, time: 0.564, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1618, s0.acc: 94.3643, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2032, s1.loss_cls: 0.0777, s1.acc: 94.4548, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1049, s2.loss_cls: 0.0385, s2.acc: 94.3168, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0505, loss: 1.0587 2022-09-18 07:51:02,893 - mmdet - INFO - Epoch [24][3100/7330] lr: 1.000e-04, eta: 14:42:12, time: 0.578, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1634, s0.acc: 94.2864, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2110, s1.loss_cls: 0.0794, s1.acc: 94.2817, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1078, s2.loss_cls: 0.0400, s2.acc: 94.0738, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0513, loss: 1.0951 2022-09-18 07:51:31,284 - mmdet - INFO - Epoch [24][3150/7330] lr: 1.000e-04, eta: 14:41:43, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1606, s0.acc: 94.4343, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2166, s1.loss_cls: 0.0772, s1.acc: 94.4923, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1105, s2.loss_cls: 0.0383, s2.acc: 94.3967, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0527, loss: 1.0946 2022-09-18 07:52:00,110 - mmdet - INFO - Epoch [24][3200/7330] lr: 1.000e-04, eta: 14:41:15, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1546, s0.acc: 94.6414, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2112, s1.loss_cls: 0.0743, s1.acc: 94.8018, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1073, s2.loss_cls: 0.0368, s2.acc: 94.6650, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0516, loss: 1.0515 2022-09-18 07:52:27,852 - mmdet - INFO - Epoch [24][3250/7330] lr: 1.000e-04, eta: 14:40:46, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1593, s0.acc: 94.4448, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2073, s1.loss_cls: 0.0770, s1.acc: 94.5053, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1067, s2.loss_cls: 0.0383, s2.acc: 94.4398, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0511, loss: 1.0575 2022-09-18 07:52:55,685 - mmdet - INFO - Epoch [24][3300/7330] lr: 1.000e-04, eta: 14:40:16, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1611, s0.acc: 94.4719, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2070, s1.loss_cls: 0.0769, s1.acc: 94.5217, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1051, s2.loss_cls: 0.0379, s2.acc: 94.5378, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0507, loss: 1.0556 2022-09-18 07:53:23,938 - mmdet - INFO - Epoch [24][3350/7330] lr: 1.000e-04, eta: 14:39:47, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1619, s0.acc: 94.3342, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2070, s1.loss_cls: 0.0781, s1.acc: 94.3327, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1067, s2.loss_cls: 0.0385, s2.acc: 94.2809, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0515, loss: 1.0801 2022-09-18 07:53:51,729 - mmdet - INFO - Epoch [24][3400/7330] lr: 1.000e-04, eta: 14:39:18, time: 0.556, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1559, s0.acc: 94.4790, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2018, s1.loss_cls: 0.0744, s1.acc: 94.4687, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1045, s2.loss_cls: 0.0367, s2.acc: 94.4347, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0499, loss: 1.0387 2022-09-18 07:54:20,266 - mmdet - INFO - Epoch [24][3450/7330] lr: 1.000e-04, eta: 14:38:49, time: 0.570, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1536, s0.acc: 94.7673, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2114, s1.loss_cls: 0.0735, s1.acc: 94.9412, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1077, s2.loss_cls: 0.0367, s2.acc: 94.8045, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0515, loss: 1.0373 2022-09-18 07:54:48,467 - mmdet - INFO - Epoch [24][3500/7330] lr: 1.000e-04, eta: 14:38:21, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1571, s0.acc: 94.4375, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2108, s1.loss_cls: 0.0749, s1.acc: 94.6023, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1079, s2.loss_cls: 0.0369, s2.acc: 94.6181, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0516, loss: 1.0625 2022-09-18 07:55:17,087 - mmdet - INFO - Epoch [24][3550/7330] lr: 1.000e-04, eta: 14:37:52, time: 0.569, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1639, s0.acc: 94.3013, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2163, s1.loss_cls: 0.0781, s1.acc: 94.3228, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1096, s2.loss_cls: 0.0388, s2.acc: 94.2748, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0523, loss: 1.0866 2022-09-18 07:55:44,630 - mmdet - INFO - Epoch [24][3600/7330] lr: 1.000e-04, eta: 14:37:22, time: 0.554, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1584, s0.acc: 94.4595, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2068, s1.loss_cls: 0.0761, s1.acc: 94.6129, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1058, s2.loss_cls: 0.0374, s2.acc: 94.5162, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0506, loss: 1.0599 2022-09-18 07:56:12,654 - mmdet - INFO - Epoch [24][3650/7330] lr: 1.000e-04, eta: 14:36:53, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1634, s0.acc: 94.4253, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2009, s1.loss_cls: 0.0779, s1.acc: 94.5393, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1036, s2.loss_cls: 0.0386, s2.acc: 94.4291, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0495, loss: 1.0611 2022-09-18 07:56:40,745 - mmdet - INFO - Epoch [24][3700/7330] lr: 1.000e-04, eta: 14:36:24, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1592, s0.acc: 94.4189, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2113, s1.loss_cls: 0.0758, s1.acc: 94.5882, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1085, s2.loss_cls: 0.0377, s2.acc: 94.5534, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0522, loss: 1.0610 2022-09-18 07:57:07,985 - mmdet - INFO - Epoch [24][3750/7330] lr: 1.000e-04, eta: 14:35:55, time: 0.545, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1554, s0.acc: 94.7004, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2081, s1.loss_cls: 0.0742, s1.acc: 94.7172, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1062, s2.loss_cls: 0.0368, s2.acc: 94.6664, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0507, loss: 1.0425 2022-09-18 07:57:36,087 - mmdet - INFO - Epoch [24][3800/7330] lr: 1.000e-04, eta: 14:35:26, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1618, s0.acc: 94.2734, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2104, s1.loss_cls: 0.0780, s1.acc: 94.3642, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1073, s2.loss_cls: 0.0385, s2.acc: 94.1970, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0512, loss: 1.0737 2022-09-18 07:58:03,818 - mmdet - INFO - Epoch [24][3850/7330] lr: 1.000e-04, eta: 14:34:57, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1607, s0.acc: 94.3787, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2128, s1.loss_cls: 0.0774, s1.acc: 94.4421, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1079, s2.loss_cls: 0.0384, s2.acc: 94.3513, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0515, loss: 1.0810 2022-09-18 07:58:32,104 - mmdet - INFO - Epoch [24][3900/7330] lr: 1.000e-04, eta: 14:34:28, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1656, s0.acc: 94.2268, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2163, s1.loss_cls: 0.0798, s1.acc: 94.2233, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1101, s2.loss_cls: 0.0394, s2.acc: 94.1905, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0523, loss: 1.1073 2022-09-18 07:59:00,721 - mmdet - INFO - Epoch [24][3950/7330] lr: 1.000e-04, eta: 14:33:59, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1668, s0.acc: 94.2659, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2115, s1.loss_cls: 0.0809, s1.acc: 94.2884, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1069, s2.loss_cls: 0.0397, s2.acc: 94.2189, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0511, loss: 1.0941 2022-09-18 07:59:28,747 - mmdet - INFO - Epoch [24][4000/7330] lr: 1.000e-04, eta: 14:33:30, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1629, s0.acc: 94.4548, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2040, s1.loss_cls: 0.0784, s1.acc: 94.5031, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1042, s2.loss_cls: 0.0388, s2.acc: 94.3826, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0494, loss: 1.0587 2022-09-18 07:59:57,166 - mmdet - INFO - Epoch [24][4050/7330] lr: 1.000e-04, eta: 14:33:01, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1570, s0.acc: 94.4890, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2052, s1.loss_cls: 0.0756, s1.acc: 94.5970, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1060, s2.loss_cls: 0.0372, s2.acc: 94.5396, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0508, loss: 1.0500 2022-09-18 08:00:25,363 - mmdet - INFO - Epoch [24][4100/7330] lr: 1.000e-04, eta: 14:32:32, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1605, s0.acc: 94.4580, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2081, s1.loss_cls: 0.0770, s1.acc: 94.5504, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1068, s2.loss_cls: 0.0379, s2.acc: 94.5561, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0513, loss: 1.0617 2022-09-18 08:00:53,302 - mmdet - INFO - Epoch [24][4150/7330] lr: 1.000e-04, eta: 14:32:03, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1570, s0.acc: 94.3743, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2084, s1.loss_cls: 0.0764, s1.acc: 94.3273, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1072, s2.loss_cls: 0.0382, s2.acc: 94.2043, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0514, loss: 1.0721 2022-09-18 08:01:21,924 - mmdet - INFO - Epoch [24][4200/7330] lr: 1.000e-04, eta: 14:31:34, time: 0.573, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1654, s0.acc: 94.2864, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2108, s1.loss_cls: 0.0788, s1.acc: 94.3106, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1082, s2.loss_cls: 0.0386, s2.acc: 94.3618, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0514, loss: 1.0943 2022-09-18 08:01:49,586 - mmdet - INFO - Epoch [24][4250/7330] lr: 1.000e-04, eta: 14:31:05, time: 0.553, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1517, s0.acc: 94.7605, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2037, s1.loss_cls: 0.0727, s1.acc: 94.7966, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1056, s2.loss_cls: 0.0359, s2.acc: 94.6471, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0508, loss: 1.0269 2022-09-18 08:02:18,129 - mmdet - INFO - Epoch [24][4300/7330] lr: 1.000e-04, eta: 14:30:36, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1654, s0.acc: 94.2290, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2070, s1.loss_cls: 0.0795, s1.acc: 94.3307, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1066, s2.loss_cls: 0.0394, s2.acc: 94.2246, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0508, loss: 1.0817 2022-09-18 08:02:46,928 - mmdet - INFO - Epoch [24][4350/7330] lr: 1.000e-04, eta: 14:30:07, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1550, s0.acc: 94.5967, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2084, s1.loss_cls: 0.0739, s1.acc: 94.7075, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1065, s2.loss_cls: 0.0372, s2.acc: 94.4662, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0504, loss: 1.0508 2022-09-18 08:03:14,774 - mmdet - INFO - Epoch [24][4400/7330] lr: 1.000e-04, eta: 14:29:38, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1547, s0.acc: 94.6204, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2107, s1.loss_cls: 0.0744, s1.acc: 94.6677, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1079, s2.loss_cls: 0.0365, s2.acc: 94.6336, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0517, loss: 1.0461 2022-09-18 08:03:42,317 - mmdet - INFO - Epoch [24][4450/7330] lr: 1.000e-04, eta: 14:29:09, time: 0.551, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1525, s0.acc: 94.6301, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2096, s1.loss_cls: 0.0737, s1.acc: 94.7547, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1070, s2.loss_cls: 0.0368, s2.acc: 94.5309, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0508, loss: 1.0536 2022-09-18 08:04:10,460 - mmdet - INFO - Epoch [24][4500/7330] lr: 1.000e-04, eta: 14:28:40, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1556, s0.acc: 94.5061, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2080, s1.loss_cls: 0.0756, s1.acc: 94.4945, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1080, s2.loss_cls: 0.0376, s2.acc: 94.3180, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0520, loss: 1.0558 2022-09-18 08:04:39,128 - mmdet - INFO - Epoch [24][4550/7330] lr: 1.000e-04, eta: 14:28:11, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1662, s0.acc: 94.2268, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2099, s1.loss_cls: 0.0807, s1.acc: 94.2413, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1071, s2.loss_cls: 0.0403, s2.acc: 94.1091, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0514, loss: 1.0894 2022-09-18 08:05:07,975 - mmdet - INFO - Epoch [24][4600/7330] lr: 1.000e-04, eta: 14:27:43, time: 0.577, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1583, s0.acc: 94.4861, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2118, s1.loss_cls: 0.0753, s1.acc: 94.6461, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1096, s2.loss_cls: 0.0370, s2.acc: 94.5743, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0530, loss: 1.0728 2022-09-18 08:05:36,045 - mmdet - INFO - Epoch [24][4650/7330] lr: 1.000e-04, eta: 14:27:14, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1549, s0.acc: 94.6292, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2065, s1.loss_cls: 0.0755, s1.acc: 94.6724, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1059, s2.loss_cls: 0.0376, s2.acc: 94.5889, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0512, loss: 1.0423 2022-09-18 08:06:04,312 - mmdet - INFO - Epoch [24][4700/7330] lr: 1.000e-04, eta: 14:26:45, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1608, s0.acc: 94.5210, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2094, s1.loss_cls: 0.0777, s1.acc: 94.5224, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1064, s2.loss_cls: 0.0387, s2.acc: 94.3602, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0506, loss: 1.0576 2022-09-18 08:06:32,959 - mmdet - INFO - Epoch [24][4750/7330] lr: 1.000e-04, eta: 14:26:16, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1623, s0.acc: 94.2375, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2126, s1.loss_cls: 0.0782, s1.acc: 94.3970, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1088, s2.loss_cls: 0.0391, s2.acc: 94.2252, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0520, loss: 1.0949 2022-09-18 08:07:01,715 - mmdet - INFO - Epoch [24][4800/7330] lr: 1.000e-04, eta: 14:25:47, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1618, s0.acc: 94.3596, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2074, s1.loss_cls: 0.0774, s1.acc: 94.4674, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1068, s2.loss_cls: 0.0384, s2.acc: 94.3838, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0512, loss: 1.0782 2022-09-18 08:07:29,770 - mmdet - INFO - Epoch [24][4850/7330] lr: 1.000e-04, eta: 14:25:18, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1562, s0.acc: 94.6416, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2000, s1.loss_cls: 0.0746, s1.acc: 94.6419, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1024, s2.loss_cls: 0.0368, s2.acc: 94.5541, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0493, loss: 1.0343 2022-09-18 08:07:57,756 - mmdet - INFO - Epoch [24][4900/7330] lr: 1.000e-04, eta: 14:24:49, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1657, s0.acc: 94.2732, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2082, s1.loss_cls: 0.0810, s1.acc: 94.2012, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1070, s2.loss_cls: 0.0403, s2.acc: 94.0390, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0512, loss: 1.0745 2022-09-18 08:08:26,225 - mmdet - INFO - Epoch [24][4950/7330] lr: 1.000e-04, eta: 14:24:20, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1641, s0.acc: 94.3904, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2099, s1.loss_cls: 0.0801, s1.acc: 94.3479, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1076, s2.loss_cls: 0.0394, s2.acc: 94.2322, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0517, loss: 1.0765 2022-09-18 08:08:54,135 - mmdet - INFO - Epoch [24][5000/7330] lr: 1.000e-04, eta: 14:23:51, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1615, s0.acc: 94.3916, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2072, s1.loss_cls: 0.0769, s1.acc: 94.5528, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1059, s2.loss_cls: 0.0380, s2.acc: 94.4466, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0503, loss: 1.0730 2022-09-18 08:09:22,281 - mmdet - INFO - Epoch [24][5050/7330] lr: 1.000e-04, eta: 14:23:22, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1664, s0.acc: 94.2566, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2136, s1.loss_cls: 0.0808, s1.acc: 94.3180, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1090, s2.loss_cls: 0.0401, s2.acc: 94.1771, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0523, loss: 1.1058 2022-09-18 08:09:50,858 - mmdet - INFO - Epoch [24][5100/7330] lr: 1.000e-04, eta: 14:22:53, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1694, s0.acc: 94.1531, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2129, s1.loss_cls: 0.0813, s1.acc: 94.2451, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1093, s2.loss_cls: 0.0404, s2.acc: 94.0551, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0521, loss: 1.1175 2022-09-18 08:10:18,482 - mmdet - INFO - Epoch [24][5150/7330] lr: 1.000e-04, eta: 14:22:24, time: 0.553, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1593, s0.acc: 94.4827, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2089, s1.loss_cls: 0.0770, s1.acc: 94.5465, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1075, s2.loss_cls: 0.0380, s2.acc: 94.5954, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0518, loss: 1.0702 2022-09-18 08:10:46,931 - mmdet - INFO - Epoch [24][5200/7330] lr: 1.000e-04, eta: 14:21:55, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1632, s0.acc: 94.4058, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2093, s1.loss_cls: 0.0796, s1.acc: 94.4512, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1073, s2.loss_cls: 0.0394, s2.acc: 94.3378, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0515, loss: 1.0784 2022-09-18 08:11:15,285 - mmdet - INFO - Epoch [24][5250/7330] lr: 1.000e-04, eta: 14:21:26, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1650, s0.acc: 94.3562, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2088, s1.loss_cls: 0.0794, s1.acc: 94.3954, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1075, s2.loss_cls: 0.0392, s2.acc: 94.2123, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0513, loss: 1.0816 2022-09-18 08:11:43,987 - mmdet - INFO - Epoch [24][5300/7330] lr: 1.000e-04, eta: 14:20:58, time: 0.573, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1661, s0.acc: 94.2346, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2136, s1.loss_cls: 0.0796, s1.acc: 94.3451, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1085, s2.loss_cls: 0.0391, s2.acc: 94.2234, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0516, loss: 1.1011 2022-09-18 08:12:12,072 - mmdet - INFO - Epoch [24][5350/7330] lr: 1.000e-04, eta: 14:20:29, time: 0.563, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1533, s0.acc: 94.6199, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2050, s1.loss_cls: 0.0745, s1.acc: 94.5657, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1044, s2.loss_cls: 0.0373, s2.acc: 94.3714, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0504, loss: 1.0388 2022-09-18 08:12:40,052 - mmdet - INFO - Epoch [24][5400/7330] lr: 1.000e-04, eta: 14:20:00, time: 0.560, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1633, s0.acc: 94.4358, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2054, s1.loss_cls: 0.0787, s1.acc: 94.4673, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1055, s2.loss_cls: 0.0385, s2.acc: 94.4088, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0506, loss: 1.0611 2022-09-18 08:13:07,889 - mmdet - INFO - Epoch [24][5450/7330] lr: 1.000e-04, eta: 14:19:30, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1575, s0.acc: 94.4929, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2049, s1.loss_cls: 0.0742, s1.acc: 94.7782, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1045, s2.loss_cls: 0.0371, s2.acc: 94.5632, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0503, loss: 1.0494 2022-09-18 08:13:35,972 - mmdet - INFO - Epoch [24][5500/7330] lr: 1.000e-04, eta: 14:19:01, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1592, s0.acc: 94.4080, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2107, s1.loss_cls: 0.0773, s1.acc: 94.4035, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1074, s2.loss_cls: 0.0383, s2.acc: 94.2438, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0513, loss: 1.0758 2022-09-18 08:14:03,644 - mmdet - INFO - Epoch [24][5550/7330] lr: 1.000e-04, eta: 14:18:32, time: 0.553, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1575, s0.acc: 94.5059, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2078, s1.loss_cls: 0.0768, s1.acc: 94.5478, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1055, s2.loss_cls: 0.0382, s2.acc: 94.3562, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0504, loss: 1.0571 2022-09-18 08:14:31,681 - mmdet - INFO - Epoch [24][5600/7330] lr: 1.000e-04, eta: 14:18:03, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1608, s0.acc: 94.4893, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2101, s1.loss_cls: 0.0773, s1.acc: 94.5943, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1082, s2.loss_cls: 0.0381, s2.acc: 94.4412, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0519, loss: 1.0675 2022-09-18 08:14:59,876 - mmdet - INFO - Epoch [24][5650/7330] lr: 1.000e-04, eta: 14:17:34, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1604, s0.acc: 94.4570, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2048, s1.loss_cls: 0.0778, s1.acc: 94.5261, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1056, s2.loss_cls: 0.0392, s2.acc: 94.2768, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0507, loss: 1.0527 2022-09-18 08:15:28,134 - mmdet - INFO - Epoch [24][5700/7330] lr: 1.000e-04, eta: 14:17:05, time: 0.565, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1522, s0.acc: 94.7395, s0.loss_bbox: 0.2093, s0.loss_mask: 0.1987, s1.loss_cls: 0.0736, s1.acc: 94.8737, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1034, s2.loss_cls: 0.0367, s2.acc: 94.7729, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0497, loss: 1.0143 2022-09-18 08:15:56,191 - mmdet - INFO - Epoch [24][5750/7330] lr: 1.000e-04, eta: 14:16:36, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1659, s0.acc: 94.3032, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2064, s1.loss_cls: 0.0795, s1.acc: 94.4271, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1059, s2.loss_cls: 0.0397, s2.acc: 94.2981, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0506, loss: 1.0731 2022-09-18 08:16:24,462 - mmdet - INFO - Epoch [24][5800/7330] lr: 1.000e-04, eta: 14:16:07, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1698, s0.acc: 94.1506, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2112, s1.loss_cls: 0.0815, s1.acc: 94.3021, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1089, s2.loss_cls: 0.0408, s2.acc: 94.0001, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0517, loss: 1.1012 2022-09-18 08:16:52,445 - mmdet - INFO - Epoch [24][5850/7330] lr: 1.000e-04, eta: 14:15:38, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1661, s0.acc: 94.2634, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2113, s1.loss_cls: 0.0801, s1.acc: 94.3576, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1073, s2.loss_cls: 0.0403, s2.acc: 94.1775, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0513, loss: 1.0798 2022-09-18 08:17:20,550 - mmdet - INFO - Epoch [24][5900/7330] lr: 1.000e-04, eta: 14:15:09, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1541, s0.acc: 94.5244, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2116, s1.loss_cls: 0.0730, s1.acc: 94.7035, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1089, s2.loss_cls: 0.0361, s2.acc: 94.6177, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0515, loss: 1.0657 2022-09-18 08:17:48,802 - mmdet - INFO - Epoch [24][5950/7330] lr: 1.000e-04, eta: 14:14:40, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1589, s0.acc: 94.6021, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2032, s1.loss_cls: 0.0752, s1.acc: 94.7817, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1039, s2.loss_cls: 0.0369, s2.acc: 94.7569, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0496, loss: 1.0445 2022-09-18 08:18:17,296 - mmdet - INFO - Epoch [24][6000/7330] lr: 1.000e-04, eta: 14:14:12, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1661, s0.acc: 94.2458, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2074, s1.loss_cls: 0.0791, s1.acc: 94.3906, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1065, s2.loss_cls: 0.0396, s2.acc: 94.1995, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0508, loss: 1.0826 2022-09-18 08:18:45,102 - mmdet - INFO - Epoch [24][6050/7330] lr: 1.000e-04, eta: 14:13:42, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1518, s0.acc: 94.6882, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2033, s1.loss_cls: 0.0739, s1.acc: 94.6419, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1037, s2.loss_cls: 0.0370, s2.acc: 94.4578, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0490, loss: 1.0274 2022-09-18 08:19:13,394 - mmdet - INFO - Epoch [24][6100/7330] lr: 1.000e-04, eta: 14:13:13, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1706, s0.acc: 94.0786, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2231, s1.loss_cls: 0.0819, s1.acc: 94.1923, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1127, s2.loss_cls: 0.0408, s2.acc: 94.0584, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0540, loss: 1.1287 2022-09-18 08:19:41,359 - mmdet - INFO - Epoch [24][6150/7330] lr: 1.000e-04, eta: 14:12:44, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1529, s0.acc: 94.6118, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2051, s1.loss_cls: 0.0736, s1.acc: 94.6768, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1055, s2.loss_cls: 0.0357, s2.acc: 94.6747, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0505, loss: 1.0424 2022-09-18 08:20:09,372 - mmdet - INFO - Epoch [24][6200/7330] lr: 1.000e-04, eta: 14:12:15, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1616, s0.acc: 94.3159, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2033, s1.loss_cls: 0.0777, s1.acc: 94.4222, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1046, s2.loss_cls: 0.0380, s2.acc: 94.3513, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0498, loss: 1.0578 2022-09-18 08:20:37,562 - mmdet - INFO - Epoch [24][6250/7330] lr: 1.000e-04, eta: 14:11:46, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1643, s0.acc: 94.2493, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2099, s1.loss_cls: 0.0792, s1.acc: 94.3163, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1081, s2.loss_cls: 0.0397, s2.acc: 94.1420, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0518, loss: 1.0833 2022-09-18 08:21:05,478 - mmdet - INFO - Epoch [24][6300/7330] lr: 1.000e-04, eta: 14:11:17, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1665, s0.acc: 94.1672, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2146, s1.loss_cls: 0.0803, s1.acc: 94.1759, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1088, s2.loss_cls: 0.0401, s2.acc: 94.0559, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0518, loss: 1.1071 2022-09-18 08:21:33,654 - mmdet - INFO - Epoch [24][6350/7330] lr: 1.000e-04, eta: 14:10:48, time: 0.564, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1579, s0.acc: 94.5459, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2039, s1.loss_cls: 0.0764, s1.acc: 94.5905, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1045, s2.loss_cls: 0.0381, s2.acc: 94.5407, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0500, loss: 1.0442 2022-09-18 08:22:01,743 - mmdet - INFO - Epoch [24][6400/7330] lr: 1.000e-04, eta: 14:10:19, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1612, s0.acc: 94.3052, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2146, s1.loss_cls: 0.0768, s1.acc: 94.3743, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1096, s2.loss_cls: 0.0380, s2.acc: 94.2576, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0525, loss: 1.0939 2022-09-18 08:22:29,736 - mmdet - INFO - Epoch [24][6450/7330] lr: 1.000e-04, eta: 14:09:50, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1692, s0.acc: 94.1433, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2095, s1.loss_cls: 0.0811, s1.acc: 94.1421, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1062, s2.loss_cls: 0.0402, s2.acc: 94.1796, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0510, loss: 1.0877 2022-09-18 08:22:57,607 - mmdet - INFO - Epoch [24][6500/7330] lr: 1.000e-04, eta: 14:09:21, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1516, s0.acc: 94.6785, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2144, s1.loss_cls: 0.0737, s1.acc: 94.7206, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1086, s2.loss_cls: 0.0365, s2.acc: 94.6771, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0524, loss: 1.0486 2022-09-18 08:23:25,741 - mmdet - INFO - Epoch [24][6550/7330] lr: 1.000e-04, eta: 14:08:52, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1499, s0.acc: 94.8250, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2049, s1.loss_cls: 0.0720, s1.acc: 94.8578, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1049, s2.loss_cls: 0.0359, s2.acc: 94.7285, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0501, loss: 1.0225 2022-09-18 08:23:54,685 - mmdet - INFO - Epoch [24][6600/7330] lr: 1.000e-04, eta: 14:08:24, time: 0.579, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1778, s0.acc: 93.8428, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2206, s1.loss_cls: 0.0848, s1.acc: 93.9107, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1123, s2.loss_cls: 0.0422, s2.acc: 93.8347, s2.loss_bbox: 0.0456, s2.loss_mask: 0.0535, loss: 1.1500 2022-09-18 08:24:22,495 - mmdet - INFO - Epoch [24][6650/7330] lr: 1.000e-04, eta: 14:07:54, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1580, s0.acc: 94.4780, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2116, s1.loss_cls: 0.0769, s1.acc: 94.5446, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1085, s2.loss_cls: 0.0381, s2.acc: 94.3581, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0519, loss: 1.0792 2022-09-18 08:24:50,336 - mmdet - INFO - Epoch [24][6700/7330] lr: 1.000e-04, eta: 14:07:25, time: 0.556, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1644, s0.acc: 94.3794, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2095, s1.loss_cls: 0.0791, s1.acc: 94.4341, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1069, s2.loss_cls: 0.0393, s2.acc: 94.3823, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0512, loss: 1.0806 2022-09-18 08:25:17,715 - mmdet - INFO - Epoch [24][6750/7330] lr: 1.000e-04, eta: 14:06:56, time: 0.548, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1602, s0.acc: 94.5210, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2076, s1.loss_cls: 0.0776, s1.acc: 94.5298, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1065, s2.loss_cls: 0.0383, s2.acc: 94.3884, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0508, loss: 1.0618 2022-09-18 08:25:45,854 - mmdet - INFO - Epoch [24][6800/7330] lr: 1.000e-04, eta: 14:06:27, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1619, s0.acc: 94.4082, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2047, s1.loss_cls: 0.0787, s1.acc: 94.4113, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1053, s2.loss_cls: 0.0388, s2.acc: 94.3601, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0502, loss: 1.0512 2022-09-18 08:26:13,971 - mmdet - INFO - Epoch [24][6850/7330] lr: 1.000e-04, eta: 14:05:58, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1495, s0.acc: 94.8408, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2033, s1.loss_cls: 0.0712, s1.acc: 94.9243, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1054, s2.loss_cls: 0.0357, s2.acc: 94.7559, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0508, loss: 1.0213 2022-09-18 08:26:42,142 - mmdet - INFO - Epoch [24][6900/7330] lr: 1.000e-04, eta: 14:05:29, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1597, s0.acc: 94.3484, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2099, s1.loss_cls: 0.0764, s1.acc: 94.5049, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1073, s2.loss_cls: 0.0380, s2.acc: 94.3398, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0513, loss: 1.0798 2022-09-18 08:27:09,936 - mmdet - INFO - Epoch [24][6950/7330] lr: 1.000e-04, eta: 14:05:00, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1592, s0.acc: 94.5076, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2066, s1.loss_cls: 0.0757, s1.acc: 94.7270, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1068, s2.loss_cls: 0.0376, s2.acc: 94.5530, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0513, loss: 1.0673 2022-09-18 08:27:37,908 - mmdet - INFO - Epoch [24][7000/7330] lr: 1.000e-04, eta: 14:04:31, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1575, s0.acc: 94.5085, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2044, s1.loss_cls: 0.0755, s1.acc: 94.6207, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1051, s2.loss_cls: 0.0372, s2.acc: 94.5213, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0500, loss: 1.0404 2022-09-18 08:28:06,160 - mmdet - INFO - Epoch [24][7050/7330] lr: 1.000e-04, eta: 14:04:02, time: 0.565, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1622, s0.acc: 94.3696, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2063, s1.loss_cls: 0.0781, s1.acc: 94.4161, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1060, s2.loss_cls: 0.0390, s2.acc: 94.2318, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0503, loss: 1.0659 2022-09-18 08:28:33,915 - mmdet - INFO - Epoch [24][7100/7330] lr: 1.000e-04, eta: 14:03:33, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1602, s0.acc: 94.4333, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2061, s1.loss_cls: 0.0772, s1.acc: 94.5172, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1058, s2.loss_cls: 0.0380, s2.acc: 94.4356, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0510, loss: 1.0576 2022-09-18 08:29:01,903 - mmdet - INFO - Epoch [24][7150/7330] lr: 1.000e-04, eta: 14:03:04, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1624, s0.acc: 94.3186, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2047, s1.loss_cls: 0.0788, s1.acc: 94.2899, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1048, s2.loss_cls: 0.0385, s2.acc: 94.2324, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0501, loss: 1.0586 2022-09-18 08:29:30,257 - mmdet - INFO - Epoch [24][7200/7330] lr: 1.000e-04, eta: 14:02:35, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1603, s0.acc: 94.4194, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2089, s1.loss_cls: 0.0782, s1.acc: 94.4379, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1069, s2.loss_cls: 0.0387, s2.acc: 94.3527, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0510, loss: 1.0736 2022-09-18 08:29:59,092 - mmdet - INFO - Epoch [24][7250/7330] lr: 1.000e-04, eta: 14:02:06, time: 0.577, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1625, s0.acc: 94.2549, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2104, s1.loss_cls: 0.0791, s1.acc: 94.2675, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1081, s2.loss_cls: 0.0392, s2.acc: 94.2057, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0514, loss: 1.0786 2022-09-18 08:30:27,257 - mmdet - INFO - Epoch [24][7300/7330] lr: 1.000e-04, eta: 14:01:37, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1637, s0.acc: 94.2988, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2087, s1.loss_cls: 0.0787, s1.acc: 94.3202, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1076, s2.loss_cls: 0.0392, s2.acc: 94.1660, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0513, loss: 1.0811 2022-09-18 08:30:53,008 - mmdet - INFO - Saving checkpoint at 24 epochs 2022-09-18 08:32:34,453 - mmdet - INFO - Evaluating bbox... 2022-09-18 08:33:02,706 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.484 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.671 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.525 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.331 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.518 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.628 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.623 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.623 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.623 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.451 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.660 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.773 2022-09-18 08:33:02,707 - mmdet - INFO - Evaluating segm... 2022-09-18 08:33:31,828 - 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 ] = 0.643 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.447 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.233 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.444 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.599 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.539 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.539 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.539 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 ] = 0.578 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.702 2022-09-18 08:33:32,338 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 08:33:32,338 - mmdet - INFO - Epoch(val) [24][313] bbox_mAP: 0.4840, bbox_mAP_50: 0.6710, bbox_mAP_75: 0.5250, bbox_mAP_s: 0.3310, bbox_mAP_m: 0.5180, bbox_mAP_l: 0.6280, bbox_mAP_copypaste: 0.484 0.671 0.525 0.331 0.518 0.628, segm_mAP: 0.4150, segm_mAP_50: 0.6430, segm_mAP_75: 0.4470, segm_mAP_s: 0.2330, segm_mAP_m: 0.4440, segm_mAP_l: 0.5990, segm_mAP_copypaste: 0.415 0.643 0.447 0.233 0.444 0.599 2022-09-18 08:35:38,562 - mmdet - INFO - Epoch [25][50/7330] lr: 1.000e-04, eta: 14:01:31, time: 2.523, data_time: 1.946, memory: 12703, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1644, s0.acc: 94.3481, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2093, s1.loss_cls: 0.0783, s1.acc: 94.5222, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1076, s2.loss_cls: 0.0388, s2.acc: 94.4338, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0516, loss: 1.0765 2022-09-18 08:36:07,110 - mmdet - INFO - Epoch [25][100/7330] lr: 1.000e-04, eta: 14:01:03, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1571, s0.acc: 94.6453, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2123, s1.loss_cls: 0.0742, s1.acc: 94.7705, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1098, s2.loss_cls: 0.0366, s2.acc: 94.6222, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0530, loss: 1.0601 2022-09-18 08:36:35,766 - mmdet - INFO - Epoch [25][150/7330] lr: 1.000e-04, eta: 14:00:34, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1556, s0.acc: 94.4338, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2133, s1.loss_cls: 0.0745, s1.acc: 94.5782, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1093, s2.loss_cls: 0.0367, s2.acc: 94.5697, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0520, loss: 1.0765 2022-09-18 08:37:04,877 - mmdet - INFO - Epoch [25][200/7330] lr: 1.000e-04, eta: 14:00:05, time: 0.581, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1571, s0.acc: 94.4854, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2037, s1.loss_cls: 0.0751, s1.acc: 94.5941, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1041, s2.loss_cls: 0.0376, s2.acc: 94.4710, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0500, loss: 1.0588 2022-09-18 08:37:33,621 - mmdet - INFO - Epoch [25][250/7330] lr: 1.000e-04, eta: 13:59:37, time: 0.576, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1490, s0.acc: 94.8083, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2000, s1.loss_cls: 0.0720, s1.acc: 94.8530, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1027, s2.loss_cls: 0.0362, s2.acc: 94.6376, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0494, loss: 1.0233 2022-09-18 08:38:02,417 - mmdet - INFO - Epoch [25][300/7330] lr: 1.000e-04, eta: 13:59:08, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1583, s0.acc: 94.4307, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2099, s1.loss_cls: 0.0754, s1.acc: 94.4663, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1083, s2.loss_cls: 0.0373, s2.acc: 94.4258, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0518, loss: 1.0695 2022-09-18 08:38:30,791 - mmdet - INFO - Epoch [25][350/7330] lr: 1.000e-04, eta: 13:58:39, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1558, s0.acc: 94.4443, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2020, s1.loss_cls: 0.0745, s1.acc: 94.5966, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1038, s2.loss_cls: 0.0370, s2.acc: 94.5088, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0494, loss: 1.0503 2022-09-18 08:38:59,833 - mmdet - INFO - Epoch [25][400/7330] lr: 1.000e-04, eta: 13:58:11, time: 0.581, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1669, s0.acc: 94.0776, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2062, s1.loss_cls: 0.0793, s1.acc: 94.1955, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1062, s2.loss_cls: 0.0396, s2.acc: 94.0265, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0511, loss: 1.0923 2022-09-18 08:39:28,602 - mmdet - INFO - Epoch [25][450/7330] lr: 1.000e-04, eta: 13:57:42, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1560, s0.acc: 94.6218, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2072, s1.loss_cls: 0.0735, s1.acc: 94.8137, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1064, s2.loss_cls: 0.0364, s2.acc: 94.7608, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0512, loss: 1.0538 2022-09-18 08:39:57,033 - mmdet - INFO - Epoch [25][500/7330] lr: 1.000e-04, eta: 13:57:13, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1589, s0.acc: 94.4641, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2111, s1.loss_cls: 0.0761, s1.acc: 94.6138, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1074, s2.loss_cls: 0.0373, s2.acc: 94.5647, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0514, loss: 1.0779 2022-09-18 08:40:27,479 - mmdet - INFO - Epoch [25][550/7330] lr: 1.000e-04, eta: 13:56:45, time: 0.609, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1640, s0.acc: 94.1240, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2099, s1.loss_cls: 0.0788, s1.acc: 94.2111, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1078, s2.loss_cls: 0.0393, s2.acc: 94.0630, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0513, loss: 1.0945 2022-09-18 08:40:56,096 - mmdet - INFO - Epoch [25][600/7330] lr: 1.000e-04, eta: 13:56:16, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1598, s0.acc: 94.5012, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2133, s1.loss_cls: 0.0774, s1.acc: 94.4959, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1098, s2.loss_cls: 0.0385, s2.acc: 94.2893, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0524, loss: 1.0850 2022-09-18 08:41:24,231 - mmdet - INFO - Epoch [25][650/7330] lr: 1.000e-04, eta: 13:55:47, time: 0.563, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1522, s0.acc: 94.5750, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2077, s1.loss_cls: 0.0727, s1.acc: 94.7415, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1050, s2.loss_cls: 0.0365, s2.acc: 94.5738, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0505, loss: 1.0429 2022-09-18 08:41:53,668 - mmdet - INFO - Epoch [25][700/7330] lr: 1.000e-04, eta: 13:55:19, time: 0.589, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1606, s0.acc: 94.4016, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2099, s1.loss_cls: 0.0767, s1.acc: 94.5570, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1079, s2.loss_cls: 0.0383, s2.acc: 94.3766, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0520, loss: 1.0869 2022-09-18 08:42:21,893 - mmdet - INFO - Epoch [25][750/7330] lr: 1.000e-04, eta: 13:54:50, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1537, s0.acc: 94.5945, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2098, s1.loss_cls: 0.0730, s1.acc: 94.6965, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1069, s2.loss_cls: 0.0364, s2.acc: 94.4979, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0510, loss: 1.0606 2022-09-18 08:42:49,679 - mmdet - INFO - Epoch [25][800/7330] lr: 1.000e-04, eta: 13:54:21, time: 0.556, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1635, s0.acc: 94.4368, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2122, s1.loss_cls: 0.0778, s1.acc: 94.5162, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1077, s2.loss_cls: 0.0384, s2.acc: 94.3941, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0515, loss: 1.0798 2022-09-18 08:43:18,339 - mmdet - INFO - Epoch [25][850/7330] lr: 1.000e-04, eta: 13:53:52, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1526, s0.acc: 94.7000, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2071, s1.loss_cls: 0.0723, s1.acc: 94.9017, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1061, s2.loss_cls: 0.0359, s2.acc: 94.7794, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0511, loss: 1.0405 2022-09-18 08:43:46,835 - mmdet - INFO - Epoch [25][900/7330] lr: 1.000e-04, eta: 13:53:23, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1576, s0.acc: 94.5603, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2105, s1.loss_cls: 0.0742, s1.acc: 94.7344, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1079, s2.loss_cls: 0.0366, s2.acc: 94.5847, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0515, loss: 1.0612 2022-09-18 08:44:15,206 - mmdet - INFO - Epoch [25][950/7330] lr: 1.000e-04, eta: 13:52:54, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1545, s0.acc: 94.6760, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2109, s1.loss_cls: 0.0742, s1.acc: 94.7698, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1073, s2.loss_cls: 0.0366, s2.acc: 94.6355, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0514, loss: 1.0518 2022-09-18 08:44:43,725 - mmdet - INFO - Epoch [25][1000/7330] lr: 1.000e-04, eta: 13:52:26, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1548, s0.acc: 94.5640, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2070, s1.loss_cls: 0.0739, s1.acc: 94.7350, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1059, s2.loss_cls: 0.0362, s2.acc: 94.6784, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0504, loss: 1.0466 2022-09-18 08:45:12,420 - mmdet - INFO - Epoch [25][1050/7330] lr: 1.000e-04, eta: 13:51:57, time: 0.573, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1519, s0.acc: 94.6614, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2072, s1.loss_cls: 0.0734, s1.acc: 94.6811, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1065, s2.loss_cls: 0.0364, s2.acc: 94.5351, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0512, loss: 1.0459 2022-09-18 08:45:40,341 - mmdet - INFO - Epoch [25][1100/7330] lr: 1.000e-04, eta: 13:51:28, time: 0.559, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1549, s0.acc: 94.5862, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2032, s1.loss_cls: 0.0732, s1.acc: 94.7570, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1053, s2.loss_cls: 0.0365, s2.acc: 94.6325, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0504, loss: 1.0419 2022-09-18 08:46:08,841 - mmdet - INFO - Epoch [25][1150/7330] lr: 1.000e-04, eta: 13:50:59, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1588, s0.acc: 94.4058, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2082, s1.loss_cls: 0.0762, s1.acc: 94.5158, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1060, s2.loss_cls: 0.0384, s2.acc: 94.3028, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0505, loss: 1.0710 2022-09-18 08:46:37,454 - mmdet - INFO - Epoch [25][1200/7330] lr: 1.000e-04, eta: 13:50:30, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1491, s0.acc: 94.7043, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2055, s1.loss_cls: 0.0708, s1.acc: 94.9624, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1065, s2.loss_cls: 0.0352, s2.acc: 94.8495, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0515, loss: 1.0391 2022-09-18 08:47:05,972 - mmdet - INFO - Epoch [25][1250/7330] lr: 1.000e-04, eta: 13:50:01, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1481, s0.acc: 94.8108, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2043, s1.loss_cls: 0.0709, s1.acc: 94.8942, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1059, s2.loss_cls: 0.0352, s2.acc: 94.8831, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0512, loss: 1.0161 2022-09-18 08:47:34,737 - mmdet - INFO - Epoch [25][1300/7330] lr: 1.000e-04, eta: 13:49:33, time: 0.575, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1575, s0.acc: 94.4331, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2065, s1.loss_cls: 0.0758, s1.acc: 94.4581, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1066, s2.loss_cls: 0.0373, s2.acc: 94.4314, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0512, loss: 1.0646 2022-09-18 08:48:02,703 - mmdet - INFO - Epoch [25][1350/7330] lr: 1.000e-04, eta: 13:49:04, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1541, s0.acc: 94.5703, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2054, s1.loss_cls: 0.0739, s1.acc: 94.7345, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1051, s2.loss_cls: 0.0369, s2.acc: 94.5428, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0504, loss: 1.0516 2022-09-18 08:48:30,559 - mmdet - INFO - Epoch [25][1400/7330] lr: 1.000e-04, eta: 13:48:34, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1475, s0.acc: 94.8247, s0.loss_bbox: 0.2074, s0.loss_mask: 0.1981, s1.loss_cls: 0.0723, s1.acc: 94.8030, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1015, s2.loss_cls: 0.0366, s2.acc: 94.5915, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0486, loss: 0.9969 2022-09-18 08:48:58,988 - mmdet - INFO - Epoch [25][1450/7330] lr: 1.000e-04, eta: 13:48:06, time: 0.572, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1593, s0.acc: 94.4980, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2108, s1.loss_cls: 0.0758, s1.acc: 94.5823, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1074, s2.loss_cls: 0.0377, s2.acc: 94.5002, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0514, loss: 1.0573 2022-09-18 08:49:27,155 - mmdet - INFO - Epoch [25][1500/7330] lr: 1.000e-04, eta: 13:47:37, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1496, s0.acc: 94.7905, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2023, s1.loss_cls: 0.0713, s1.acc: 94.9191, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1032, s2.loss_cls: 0.0355, s2.acc: 94.7548, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0495, loss: 1.0249 2022-09-18 08:49:55,527 - mmdet - INFO - Epoch [25][1550/7330] lr: 1.000e-04, eta: 13:47:08, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1547, s0.acc: 94.5334, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2011, s1.loss_cls: 0.0745, s1.acc: 94.5698, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1036, s2.loss_cls: 0.0369, s2.acc: 94.5047, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0494, loss: 1.0450 2022-09-18 08:50:24,250 - mmdet - INFO - Epoch [25][1600/7330] lr: 1.000e-04, eta: 13:46:39, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1601, s0.acc: 94.4771, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2054, s1.loss_cls: 0.0757, s1.acc: 94.5841, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1043, s2.loss_cls: 0.0379, s2.acc: 94.4086, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0497, loss: 1.0590 2022-09-18 08:50:52,609 - mmdet - INFO - Epoch [25][1650/7330] lr: 1.000e-04, eta: 13:46:10, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1552, s0.acc: 94.5352, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2092, s1.loss_cls: 0.0757, s1.acc: 94.5731, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1080, s2.loss_cls: 0.0374, s2.acc: 94.4964, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0518, loss: 1.0575 2022-09-18 08:51:21,132 - mmdet - INFO - Epoch [25][1700/7330] lr: 1.000e-04, eta: 13:45:41, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1566, s0.acc: 94.4521, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2072, s1.loss_cls: 0.0739, s1.acc: 94.6226, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1067, s2.loss_cls: 0.0370, s2.acc: 94.4530, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0509, loss: 1.0690 2022-09-18 08:51:49,289 - mmdet - INFO - Epoch [25][1750/7330] lr: 1.000e-04, eta: 13:45:12, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1461, s0.acc: 94.9578, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2013, s1.loss_cls: 0.0695, s1.acc: 95.0193, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1044, s2.loss_cls: 0.0348, s2.acc: 94.8764, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0503, loss: 1.0136 2022-09-18 08:52:17,883 - mmdet - INFO - Epoch [25][1800/7330] lr: 1.000e-04, eta: 13:44:43, time: 0.572, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1560, s0.acc: 94.5247, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2043, s1.loss_cls: 0.0747, s1.acc: 94.5958, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1043, s2.loss_cls: 0.0373, s2.acc: 94.4467, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0504, loss: 1.0543 2022-09-18 08:52:46,597 - mmdet - INFO - Epoch [25][1850/7330] lr: 1.000e-04, eta: 13:44:15, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1655, s0.acc: 94.2676, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2125, s1.loss_cls: 0.0794, s1.acc: 94.3359, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1082, s2.loss_cls: 0.0389, s2.acc: 94.2638, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0518, loss: 1.0937 2022-09-18 08:53:14,591 - mmdet - INFO - Epoch [25][1900/7330] lr: 1.000e-04, eta: 13:43:46, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1534, s0.acc: 94.7686, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2069, s1.loss_cls: 0.0735, s1.acc: 94.9056, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1071, s2.loss_cls: 0.0360, s2.acc: 94.8672, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0516, loss: 1.0407 2022-09-18 08:53:42,512 - mmdet - INFO - Epoch [25][1950/7330] lr: 1.000e-04, eta: 13:43:17, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1546, s0.acc: 94.6094, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2045, s1.loss_cls: 0.0745, s1.acc: 94.6554, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1053, s2.loss_cls: 0.0367, s2.acc: 94.6501, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0506, loss: 1.0462 2022-09-18 08:54:10,754 - mmdet - INFO - Epoch [25][2000/7330] lr: 1.000e-04, eta: 13:42:48, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1525, s0.acc: 94.7891, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2069, s1.loss_cls: 0.0733, s1.acc: 94.8979, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1060, s2.loss_cls: 0.0360, s2.acc: 94.7827, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0507, loss: 1.0424 2022-09-18 08:54:39,203 - mmdet - INFO - Epoch [25][2050/7330] lr: 1.000e-04, eta: 13:42:19, time: 0.570, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1545, s0.acc: 94.5806, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2099, s1.loss_cls: 0.0740, s1.acc: 94.7546, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1079, s2.loss_cls: 0.0367, s2.acc: 94.6701, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0515, loss: 1.0538 2022-09-18 08:55:07,712 - mmdet - INFO - Epoch [25][2100/7330] lr: 1.000e-04, eta: 13:41:50, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1512, s0.acc: 94.6270, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2024, s1.loss_cls: 0.0724, s1.acc: 94.7346, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1047, s2.loss_cls: 0.0356, s2.acc: 94.6295, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0500, loss: 1.0377 2022-09-18 08:55:35,819 - mmdet - INFO - Epoch [25][2150/7330] lr: 1.000e-04, eta: 13:41:21, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1649, s0.acc: 94.2710, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2091, s1.loss_cls: 0.0788, s1.acc: 94.3821, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1067, s2.loss_cls: 0.0387, s2.acc: 94.3347, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0515, loss: 1.0727 2022-09-18 08:56:04,418 - mmdet - INFO - Epoch [25][2200/7330] lr: 1.000e-04, eta: 13:40:52, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1551, s0.acc: 94.5706, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2059, s1.loss_cls: 0.0735, s1.acc: 94.7339, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1055, s2.loss_cls: 0.0360, s2.acc: 94.6723, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0504, loss: 1.0471 2022-09-18 08:56:32,976 - mmdet - INFO - Epoch [25][2250/7330] lr: 1.000e-04, eta: 13:40:23, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1713, s0.acc: 94.0117, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2143, s1.loss_cls: 0.0813, s1.acc: 94.1564, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1096, s2.loss_cls: 0.0401, s2.acc: 94.0702, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0524, loss: 1.1161 2022-09-18 08:57:01,300 - mmdet - INFO - Epoch [25][2300/7330] lr: 1.000e-04, eta: 13:39:54, time: 0.566, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1729, s0.acc: 93.9890, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2136, s1.loss_cls: 0.0827, s1.acc: 94.0913, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1093, s2.loss_cls: 0.0405, s2.acc: 94.1445, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0525, loss: 1.1136 2022-09-18 08:57:29,621 - mmdet - INFO - Epoch [25][2350/7330] lr: 1.000e-04, eta: 13:39:26, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1603, s0.acc: 94.4553, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2122, s1.loss_cls: 0.0758, s1.acc: 94.6134, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1083, s2.loss_cls: 0.0374, s2.acc: 94.4796, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0516, loss: 1.0724 2022-09-18 08:57:58,153 - mmdet - INFO - Epoch [25][2400/7330] lr: 1.000e-04, eta: 13:38:57, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1554, s0.acc: 94.6021, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2015, s1.loss_cls: 0.0742, s1.acc: 94.6750, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1039, s2.loss_cls: 0.0368, s2.acc: 94.5220, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0502, loss: 1.0310 2022-09-18 08:58:26,243 - mmdet - INFO - Epoch [25][2450/7330] lr: 1.000e-04, eta: 13:38:28, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1523, s0.acc: 94.6848, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2004, s1.loss_cls: 0.0729, s1.acc: 94.8429, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1032, s2.loss_cls: 0.0362, s2.acc: 94.7797, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0498, loss: 1.0156 2022-09-18 08:58:54,153 - mmdet - INFO - Epoch [25][2500/7330] lr: 1.000e-04, eta: 13:37:59, time: 0.558, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1608, s0.acc: 94.3782, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2069, s1.loss_cls: 0.0765, s1.acc: 94.4810, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1063, s2.loss_cls: 0.0383, s2.acc: 94.3953, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0509, loss: 1.0631 2022-09-18 08:59:22,169 - mmdet - INFO - Epoch [25][2550/7330] lr: 1.000e-04, eta: 13:37:30, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1578, s0.acc: 94.5767, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2085, s1.loss_cls: 0.0751, s1.acc: 94.6631, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1075, s2.loss_cls: 0.0369, s2.acc: 94.6170, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0514, loss: 1.0546 2022-09-18 08:59:50,400 - mmdet - INFO - Epoch [25][2600/7330] lr: 1.000e-04, eta: 13:37:01, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1523, s0.acc: 94.6238, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2066, s1.loss_cls: 0.0728, s1.acc: 94.7643, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1075, s2.loss_cls: 0.0362, s2.acc: 94.6270, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0516, loss: 1.0439 2022-09-18 09:00:18,198 - mmdet - INFO - Epoch [25][2650/7330] lr: 1.000e-04, eta: 13:36:32, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1547, s0.acc: 94.5996, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2075, s1.loss_cls: 0.0751, s1.acc: 94.6610, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1072, s2.loss_cls: 0.0370, s2.acc: 94.5454, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0510, loss: 1.0483 2022-09-18 09:00:45,412 - mmdet - INFO - Epoch [25][2700/7330] lr: 1.000e-04, eta: 13:36:02, time: 0.544, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1524, s0.acc: 94.7576, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2025, s1.loss_cls: 0.0723, s1.acc: 94.9282, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1041, s2.loss_cls: 0.0362, s2.acc: 94.7674, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0501, loss: 1.0218 2022-09-18 09:01:13,521 - mmdet - INFO - Epoch [25][2750/7330] lr: 1.000e-04, eta: 13:35:33, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1476, s0.acc: 94.7913, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2041, s1.loss_cls: 0.0708, s1.acc: 94.9174, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1039, s2.loss_cls: 0.0351, s2.acc: 94.7056, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0495, loss: 1.0249 2022-09-18 09:01:42,023 - mmdet - INFO - Epoch [25][2800/7330] lr: 1.000e-04, eta: 13:35:04, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1626, s0.acc: 94.3198, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2123, s1.loss_cls: 0.0785, s1.acc: 94.3875, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1098, s2.loss_cls: 0.0391, s2.acc: 94.3016, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0526, loss: 1.1003 2022-09-18 09:02:10,304 - mmdet - INFO - Epoch [25][2850/7330] lr: 1.000e-04, eta: 13:34:35, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1529, s0.acc: 94.6357, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2105, s1.loss_cls: 0.0732, s1.acc: 94.7268, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1087, s2.loss_cls: 0.0364, s2.acc: 94.5524, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0523, loss: 1.0474 2022-09-18 09:02:38,417 - mmdet - INFO - Epoch [25][2900/7330] lr: 1.000e-04, eta: 13:34:06, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1533, s0.acc: 94.6663, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2066, s1.loss_cls: 0.0728, s1.acc: 94.7894, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1066, s2.loss_cls: 0.0360, s2.acc: 94.6922, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0512, loss: 1.0403 2022-09-18 09:03:06,737 - mmdet - INFO - Epoch [25][2950/7330] lr: 1.000e-04, eta: 13:33:37, time: 0.566, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1564, s0.acc: 94.4592, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2066, s1.loss_cls: 0.0743, s1.acc: 94.5967, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1060, s2.loss_cls: 0.0373, s2.acc: 94.4524, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0508, loss: 1.0625 2022-09-18 09:03:35,257 - mmdet - INFO - Epoch [25][3000/7330] lr: 1.000e-04, eta: 13:33:09, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1528, s0.acc: 94.5579, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2052, s1.loss_cls: 0.0742, s1.acc: 94.6027, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1061, s2.loss_cls: 0.0370, s2.acc: 94.4927, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0508, loss: 1.0388 2022-09-18 09:04:03,326 - mmdet - INFO - Epoch [25][3050/7330] lr: 1.000e-04, eta: 13:32:40, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1447, s0.acc: 94.8975, s0.loss_bbox: 0.2164, s0.loss_mask: 0.1998, s1.loss_cls: 0.0681, s1.acc: 95.0597, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1042, s2.loss_cls: 0.0340, s2.acc: 94.9419, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0500, loss: 1.0081 2022-09-18 09:04:31,607 - mmdet - INFO - Epoch [25][3100/7330] lr: 1.000e-04, eta: 13:32:11, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1545, s0.acc: 94.4739, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2081, s1.loss_cls: 0.0748, s1.acc: 94.5223, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1075, s2.loss_cls: 0.0376, s2.acc: 94.3667, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0516, loss: 1.0626 2022-09-18 09:05:00,465 - mmdet - INFO - Epoch [25][3150/7330] lr: 1.000e-04, eta: 13:31:42, time: 0.577, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1574, s0.acc: 94.5149, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2068, s1.loss_cls: 0.0754, s1.acc: 94.6372, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1059, s2.loss_cls: 0.0371, s2.acc: 94.4794, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0503, loss: 1.0481 2022-09-18 09:05:28,393 - mmdet - INFO - Epoch [25][3200/7330] lr: 1.000e-04, eta: 13:31:13, time: 0.559, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1676, s0.acc: 94.1633, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2090, s1.loss_cls: 0.0809, s1.acc: 94.1873, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1066, s2.loss_cls: 0.0399, s2.acc: 94.0311, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0508, loss: 1.0961 2022-09-18 09:05:57,213 - mmdet - INFO - Epoch [25][3250/7330] lr: 1.000e-04, eta: 13:30:44, time: 0.576, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1647, s0.acc: 94.1941, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2138, s1.loss_cls: 0.0789, s1.acc: 94.3541, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1084, s2.loss_cls: 0.0388, s2.acc: 94.2748, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0514, loss: 1.0919 2022-09-18 09:06:25,084 - mmdet - INFO - Epoch [25][3300/7330] lr: 1.000e-04, eta: 13:30:15, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1549, s0.acc: 94.6736, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2016, s1.loss_cls: 0.0738, s1.acc: 94.8196, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1031, s2.loss_cls: 0.0372, s2.acc: 94.6962, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0494, loss: 1.0305 2022-09-18 09:06:52,682 - mmdet - INFO - Epoch [25][3350/7330] lr: 1.000e-04, eta: 13:29:46, time: 0.552, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1568, s0.acc: 94.6489, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2034, s1.loss_cls: 0.0735, s1.acc: 94.8269, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1035, s2.loss_cls: 0.0361, s2.acc: 94.7027, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0497, loss: 1.0431 2022-09-18 09:07:21,151 - mmdet - INFO - Epoch [25][3400/7330] lr: 1.000e-04, eta: 13:29:17, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1575, s0.acc: 94.4795, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2139, s1.loss_cls: 0.0748, s1.acc: 94.6644, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1103, s2.loss_cls: 0.0367, s2.acc: 94.5704, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0531, loss: 1.0742 2022-09-18 09:07:48,966 - mmdet - INFO - Epoch [25][3450/7330] lr: 1.000e-04, eta: 13:28:48, time: 0.556, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1565, s0.acc: 94.5537, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2033, s1.loss_cls: 0.0741, s1.acc: 94.7035, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1049, s2.loss_cls: 0.0371, s2.acc: 94.5753, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0506, loss: 1.0445 2022-09-18 09:08:17,704 - mmdet - INFO - Epoch [25][3500/7330] lr: 1.000e-04, eta: 13:28:19, time: 0.575, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1583, s0.acc: 94.5706, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2085, s1.loss_cls: 0.0761, s1.acc: 94.6328, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1070, s2.loss_cls: 0.0376, s2.acc: 94.5564, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0513, loss: 1.0464 2022-09-18 09:08:45,429 - mmdet - INFO - Epoch [25][3550/7330] lr: 1.000e-04, eta: 13:27:50, time: 0.554, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1504, s0.acc: 94.6704, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2046, s1.loss_cls: 0.0715, s1.acc: 94.8265, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1064, s2.loss_cls: 0.0352, s2.acc: 94.7689, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0513, loss: 1.0375 2022-09-18 09:09:14,061 - mmdet - INFO - Epoch [25][3600/7330] lr: 1.000e-04, eta: 13:27:21, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1623, s0.acc: 94.3479, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2029, s1.loss_cls: 0.0789, s1.acc: 94.4216, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1041, s2.loss_cls: 0.0389, s2.acc: 94.2403, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0496, loss: 1.0582 2022-09-18 09:09:42,238 - mmdet - INFO - Epoch [25][3650/7330] lr: 1.000e-04, eta: 13:26:52, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1552, s0.acc: 94.5969, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2042, s1.loss_cls: 0.0733, s1.acc: 94.7959, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1053, s2.loss_cls: 0.0365, s2.acc: 94.6825, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0501, loss: 1.0463 2022-09-18 09:10:11,450 - mmdet - INFO - Epoch [25][3700/7330] lr: 1.000e-04, eta: 13:26:24, time: 0.584, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1632, s0.acc: 94.2195, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2065, s1.loss_cls: 0.0783, s1.acc: 94.3318, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1061, s2.loss_cls: 0.0387, s2.acc: 94.3073, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0507, loss: 1.0771 2022-09-18 09:10:39,972 - mmdet - INFO - Epoch [25][3750/7330] lr: 1.000e-04, eta: 13:25:55, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1625, s0.acc: 94.3132, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2105, s1.loss_cls: 0.0773, s1.acc: 94.4182, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1076, s2.loss_cls: 0.0384, s2.acc: 94.3742, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0516, loss: 1.0839 2022-09-18 09:11:08,577 - mmdet - INFO - Epoch [25][3800/7330] lr: 1.000e-04, eta: 13:25:26, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1557, s0.acc: 94.5156, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2121, s1.loss_cls: 0.0746, s1.acc: 94.6245, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1087, s2.loss_cls: 0.0371, s2.acc: 94.6166, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0526, loss: 1.0731 2022-09-18 09:11:37,088 - mmdet - INFO - Epoch [25][3850/7330] lr: 1.000e-04, eta: 13:24:58, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1546, s0.acc: 94.5691, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2110, s1.loss_cls: 0.0743, s1.acc: 94.6702, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1076, s2.loss_cls: 0.0366, s2.acc: 94.6141, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0515, loss: 1.0499 2022-09-18 09:12:05,547 - mmdet - INFO - Epoch [25][3900/7330] lr: 1.000e-04, eta: 13:24:29, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1646, s0.acc: 94.3103, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2155, s1.loss_cls: 0.0785, s1.acc: 94.4158, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1089, s2.loss_cls: 0.0384, s2.acc: 94.3519, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0518, loss: 1.0870 2022-09-18 09:12:33,942 - mmdet - INFO - Epoch [25][3950/7330] lr: 1.000e-04, eta: 13:24:00, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1488, s0.acc: 94.7051, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2124, s1.loss_cls: 0.0713, s1.acc: 94.7975, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1096, s2.loss_cls: 0.0357, s2.acc: 94.6298, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0522, loss: 1.0463 2022-09-18 09:13:01,535 - mmdet - INFO - Epoch [25][4000/7330] lr: 1.000e-04, eta: 13:23:31, time: 0.552, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1635, s0.acc: 94.3994, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2116, s1.loss_cls: 0.0776, s1.acc: 94.5980, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1071, s2.loss_cls: 0.0382, s2.acc: 94.5408, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0513, loss: 1.0720 2022-09-18 09:13:29,308 - mmdet - INFO - Epoch [25][4050/7330] lr: 1.000e-04, eta: 13:23:02, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1508, s0.acc: 94.7144, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2054, s1.loss_cls: 0.0726, s1.acc: 94.6775, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1050, s2.loss_cls: 0.0357, s2.acc: 94.6248, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0506, loss: 1.0248 2022-09-18 09:13:57,560 - mmdet - INFO - Epoch [25][4100/7330] lr: 1.000e-04, eta: 13:22:33, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1590, s0.acc: 94.4185, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2040, s1.loss_cls: 0.0766, s1.acc: 94.4988, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1047, s2.loss_cls: 0.0380, s2.acc: 94.3989, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0501, loss: 1.0596 2022-09-18 09:14:25,616 - mmdet - INFO - Epoch [25][4150/7330] lr: 1.000e-04, eta: 13:22:04, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1580, s0.acc: 94.5381, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2027, s1.loss_cls: 0.0759, s1.acc: 94.6316, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1036, s2.loss_cls: 0.0374, s2.acc: 94.5480, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0499, loss: 1.0405 2022-09-18 09:14:53,482 - mmdet - INFO - Epoch [25][4200/7330] lr: 1.000e-04, eta: 13:21:34, time: 0.557, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1529, s0.acc: 94.5898, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2110, s1.loss_cls: 0.0733, s1.acc: 94.6572, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1073, s2.loss_cls: 0.0363, s2.acc: 94.5796, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0515, loss: 1.0515 2022-09-18 09:15:21,615 - mmdet - INFO - Epoch [25][4250/7330] lr: 1.000e-04, eta: 13:21:05, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1591, s0.acc: 94.4287, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2096, s1.loss_cls: 0.0758, s1.acc: 94.5247, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1063, s2.loss_cls: 0.0385, s2.acc: 94.3746, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0509, loss: 1.0590 2022-09-18 09:15:50,221 - mmdet - INFO - Epoch [25][4300/7330] lr: 1.000e-04, eta: 13:20:37, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1644, s0.acc: 94.2664, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2163, s1.loss_cls: 0.0791, s1.acc: 94.3255, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1101, s2.loss_cls: 0.0388, s2.acc: 94.2423, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0527, loss: 1.0986 2022-09-18 09:16:18,711 - mmdet - INFO - Epoch [25][4350/7330] lr: 1.000e-04, eta: 13:20:08, time: 0.570, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1596, s0.acc: 94.4612, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2105, s1.loss_cls: 0.0766, s1.acc: 94.5097, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1086, s2.loss_cls: 0.0382, s2.acc: 94.4678, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0524, loss: 1.0762 2022-09-18 09:16:47,146 - mmdet - INFO - Epoch [25][4400/7330] lr: 1.000e-04, eta: 13:19:39, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1623, s0.acc: 94.4407, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2100, s1.loss_cls: 0.0770, s1.acc: 94.5418, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1086, s2.loss_cls: 0.0383, s2.acc: 94.4073, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0516, loss: 1.0777 2022-09-18 09:17:15,514 - mmdet - INFO - Epoch [25][4450/7330] lr: 1.000e-04, eta: 13:19:10, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1583, s0.acc: 94.4153, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2070, s1.loss_cls: 0.0764, s1.acc: 94.5165, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1061, s2.loss_cls: 0.0378, s2.acc: 94.4277, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0506, loss: 1.0581 2022-09-18 09:17:44,099 - mmdet - INFO - Epoch [25][4500/7330] lr: 1.000e-04, eta: 13:18:41, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1622, s0.acc: 94.3767, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2141, s1.loss_cls: 0.0777, s1.acc: 94.5643, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1078, s2.loss_cls: 0.0387, s2.acc: 94.4127, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0512, loss: 1.0751 2022-09-18 09:18:12,345 - mmdet - INFO - Epoch [25][4550/7330] lr: 1.000e-04, eta: 13:18:13, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1501, s0.acc: 94.7485, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2037, s1.loss_cls: 0.0721, s1.acc: 94.8034, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1055, s2.loss_cls: 0.0355, s2.acc: 94.6960, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0506, loss: 1.0277 2022-09-18 09:18:40,317 - mmdet - INFO - Epoch [25][4600/7330] lr: 1.000e-04, eta: 13:17:43, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1544, s0.acc: 94.4976, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2065, s1.loss_cls: 0.0738, s1.acc: 94.5308, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1048, s2.loss_cls: 0.0363, s2.acc: 94.5348, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0501, loss: 1.0556 2022-09-18 09:19:08,464 - mmdet - INFO - Epoch [25][4650/7330] lr: 1.000e-04, eta: 13:17:15, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1557, s0.acc: 94.4607, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2103, s1.loss_cls: 0.0748, s1.acc: 94.5067, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1090, s2.loss_cls: 0.0370, s2.acc: 94.5220, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0520, loss: 1.0756 2022-09-18 09:19:37,345 - mmdet - INFO - Epoch [25][4700/7330] lr: 1.000e-04, eta: 13:16:46, time: 0.578, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1676, s0.acc: 94.2656, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2130, s1.loss_cls: 0.0810, s1.acc: 94.3417, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1090, s2.loss_cls: 0.0395, s2.acc: 94.3101, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0519, loss: 1.1000 2022-09-18 09:20:05,239 - mmdet - INFO - Epoch [25][4750/7330] lr: 1.000e-04, eta: 13:16:17, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1528, s0.acc: 94.5876, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2029, s1.loss_cls: 0.0732, s1.acc: 94.7120, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1042, s2.loss_cls: 0.0363, s2.acc: 94.6567, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0497, loss: 1.0254 2022-09-18 09:20:33,055 - mmdet - INFO - Epoch [25][4800/7330] lr: 1.000e-04, eta: 13:15:48, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1531, s0.acc: 94.6875, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2100, s1.loss_cls: 0.0741, s1.acc: 94.7335, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1077, s2.loss_cls: 0.0375, s2.acc: 94.4908, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0517, loss: 1.0407 2022-09-18 09:21:00,446 - mmdet - INFO - Epoch [25][4850/7330] lr: 1.000e-04, eta: 13:15:18, time: 0.548, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1528, s0.acc: 94.7271, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2037, s1.loss_cls: 0.0739, s1.acc: 94.8171, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1038, s2.loss_cls: 0.0359, s2.acc: 94.8007, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0498, loss: 1.0322 2022-09-18 09:21:28,631 - mmdet - INFO - Epoch [25][4900/7330] lr: 1.000e-04, eta: 13:14:49, time: 0.564, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1690, s0.acc: 94.2114, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2148, s1.loss_cls: 0.0821, s1.acc: 94.2312, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1103, s2.loss_cls: 0.0406, s2.acc: 94.0536, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0528, loss: 1.1114 2022-09-18 09:21:56,533 - mmdet - INFO - Epoch [25][4950/7330] lr: 1.000e-04, eta: 13:14:20, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1584, s0.acc: 94.4592, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2037, s1.loss_cls: 0.0769, s1.acc: 94.5368, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1039, s2.loss_cls: 0.0381, s2.acc: 94.3483, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0500, loss: 1.0465 2022-09-18 09:22:25,044 - mmdet - INFO - Epoch [25][5000/7330] lr: 1.000e-04, eta: 13:13:52, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1650, s0.acc: 94.1172, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2126, s1.loss_cls: 0.0806, s1.acc: 94.1526, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1086, s2.loss_cls: 0.0401, s2.acc: 94.0578, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0519, loss: 1.0996 2022-09-18 09:22:53,203 - mmdet - INFO - Epoch [25][5050/7330] lr: 1.000e-04, eta: 13:13:23, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1623, s0.acc: 94.3357, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2077, s1.loss_cls: 0.0785, s1.acc: 94.3860, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1065, s2.loss_cls: 0.0389, s2.acc: 94.2222, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0510, loss: 1.0587 2022-09-18 09:23:21,620 - mmdet - INFO - Epoch [25][5100/7330] lr: 1.000e-04, eta: 13:12:54, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1662, s0.acc: 94.2266, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2108, s1.loss_cls: 0.0801, s1.acc: 94.2883, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1081, s2.loss_cls: 0.0398, s2.acc: 94.1305, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0519, loss: 1.1003 2022-09-18 09:23:49,802 - mmdet - INFO - Epoch [25][5150/7330] lr: 1.000e-04, eta: 13:12:25, time: 0.563, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1539, s0.acc: 94.6013, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2090, s1.loss_cls: 0.0751, s1.acc: 94.5971, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1071, s2.loss_cls: 0.0372, s2.acc: 94.4989, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0515, loss: 1.0423 2022-09-18 09:24:18,001 - mmdet - INFO - Epoch [25][5200/7330] lr: 1.000e-04, eta: 13:11:56, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1598, s0.acc: 94.4114, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2138, s1.loss_cls: 0.0763, s1.acc: 94.5406, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1094, s2.loss_cls: 0.0378, s2.acc: 94.4404, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0524, loss: 1.0783 2022-09-18 09:24:45,948 - mmdet - INFO - Epoch [25][5250/7330] lr: 1.000e-04, eta: 13:11:27, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1517, s0.acc: 94.7478, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2076, s1.loss_cls: 0.0737, s1.acc: 94.8016, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1069, s2.loss_cls: 0.0361, s2.acc: 94.6677, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0517, loss: 1.0441 2022-09-18 09:25:13,807 - mmdet - INFO - Epoch [25][5300/7330] lr: 1.000e-04, eta: 13:10:58, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1657, s0.acc: 94.0767, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2160, s1.loss_cls: 0.0797, s1.acc: 94.2232, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1109, s2.loss_cls: 0.0390, s2.acc: 94.1454, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0531, loss: 1.1025 2022-09-18 09:25:41,611 - mmdet - INFO - Epoch [25][5350/7330] lr: 1.000e-04, eta: 13:10:29, time: 0.556, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1590, s0.acc: 94.4236, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2112, s1.loss_cls: 0.0766, s1.acc: 94.5374, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1091, s2.loss_cls: 0.0383, s2.acc: 94.3510, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0523, loss: 1.0834 2022-09-18 09:26:09,735 - mmdet - INFO - Epoch [25][5400/7330] lr: 1.000e-04, eta: 13:10:00, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1621, s0.acc: 94.2871, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2121, s1.loss_cls: 0.0783, s1.acc: 94.2888, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1088, s2.loss_cls: 0.0384, s2.acc: 94.2999, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0520, loss: 1.0799 2022-09-18 09:26:37,919 - mmdet - INFO - Epoch [25][5450/7330] lr: 1.000e-04, eta: 13:09:31, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1619, s0.acc: 94.2876, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2098, s1.loss_cls: 0.0770, s1.acc: 94.4472, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1071, s2.loss_cls: 0.0386, s2.acc: 94.2912, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0515, loss: 1.0820 2022-09-18 09:27:06,428 - mmdet - INFO - Epoch [25][5500/7330] lr: 1.000e-04, eta: 13:09:02, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1661, s0.acc: 94.2517, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2123, s1.loss_cls: 0.0801, s1.acc: 94.3883, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1090, s2.loss_cls: 0.0392, s2.acc: 94.3696, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0517, loss: 1.0767 2022-09-18 09:27:34,326 - mmdet - INFO - Epoch [25][5550/7330] lr: 1.000e-04, eta: 13:08:33, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1594, s0.acc: 94.4897, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2056, s1.loss_cls: 0.0768, s1.acc: 94.5733, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1054, s2.loss_cls: 0.0379, s2.acc: 94.5398, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0502, loss: 1.0511 2022-09-18 09:28:02,639 - mmdet - INFO - Epoch [25][5600/7330] lr: 1.000e-04, eta: 13:08:04, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1524, s0.acc: 94.6287, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2078, s1.loss_cls: 0.0735, s1.acc: 94.6717, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1074, s2.loss_cls: 0.0367, s2.acc: 94.5464, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0516, loss: 1.0358 2022-09-18 09:28:30,760 - mmdet - INFO - Epoch [25][5650/7330] lr: 1.000e-04, eta: 13:07:35, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1540, s0.acc: 94.7017, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2044, s1.loss_cls: 0.0736, s1.acc: 94.8460, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1060, s2.loss_cls: 0.0366, s2.acc: 94.6938, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0508, loss: 1.0349 2022-09-18 09:28:58,608 - mmdet - INFO - Epoch [25][5700/7330] lr: 1.000e-04, eta: 13:07:06, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1579, s0.acc: 94.3633, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2089, s1.loss_cls: 0.0757, s1.acc: 94.5031, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1069, s2.loss_cls: 0.0379, s2.acc: 94.2644, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0510, loss: 1.0704 2022-09-18 09:29:26,631 - mmdet - INFO - Epoch [25][5750/7330] lr: 1.000e-04, eta: 13:06:37, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1536, s0.acc: 94.5422, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2148, s1.loss_cls: 0.0741, s1.acc: 94.5387, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1102, s2.loss_cls: 0.0373, s2.acc: 94.3517, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0522, loss: 1.0633 2022-09-18 09:29:54,823 - mmdet - INFO - Epoch [25][5800/7330] lr: 1.000e-04, eta: 13:06:08, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1640, s0.acc: 94.2705, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2120, s1.loss_cls: 0.0792, s1.acc: 94.3687, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1078, s2.loss_cls: 0.0386, s2.acc: 94.2809, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0516, loss: 1.0801 2022-09-18 09:30:22,490 - mmdet - INFO - Epoch [25][5850/7330] lr: 1.000e-04, eta: 13:05:39, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1557, s0.acc: 94.5178, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2078, s1.loss_cls: 0.0755, s1.acc: 94.5821, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1069, s2.loss_cls: 0.0378, s2.acc: 94.4344, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0512, loss: 1.0516 2022-09-18 09:30:50,568 - mmdet - INFO - Epoch [25][5900/7330] lr: 1.000e-04, eta: 13:05:10, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1664, s0.acc: 94.2227, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2100, s1.loss_cls: 0.0792, s1.acc: 94.3448, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1068, s2.loss_cls: 0.0390, s2.acc: 94.2349, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0513, loss: 1.0836 2022-09-18 09:31:18,835 - mmdet - INFO - Epoch [25][5950/7330] lr: 1.000e-04, eta: 13:04:41, time: 0.566, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1528, s0.acc: 94.6462, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2062, s1.loss_cls: 0.0725, s1.acc: 94.7992, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1067, s2.loss_cls: 0.0366, s2.acc: 94.5368, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0514, loss: 1.0488 2022-09-18 09:31:46,767 - mmdet - INFO - Epoch [25][6000/7330] lr: 1.000e-04, eta: 13:04:12, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1497, s0.acc: 94.7905, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2072, s1.loss_cls: 0.0721, s1.acc: 94.8621, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1070, s2.loss_cls: 0.0357, s2.acc: 94.6547, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0508, loss: 1.0274 2022-09-18 09:32:15,288 - mmdet - INFO - Epoch [25][6050/7330] lr: 1.000e-04, eta: 13:03:43, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1681, s0.acc: 94.1970, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2058, s1.loss_cls: 0.0797, s1.acc: 94.2516, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1058, s2.loss_cls: 0.0393, s2.acc: 94.2216, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0504, loss: 1.0885 2022-09-18 09:32:43,857 - mmdet - INFO - Epoch [25][6100/7330] lr: 1.000e-04, eta: 13:03:14, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1649, s0.acc: 94.1990, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2120, s1.loss_cls: 0.0784, s1.acc: 94.4384, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1069, s2.loss_cls: 0.0391, s2.acc: 94.2574, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0511, loss: 1.0953 2022-09-18 09:33:12,070 - mmdet - INFO - Epoch [25][6150/7330] lr: 1.000e-04, eta: 13:02:45, time: 0.564, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1595, s0.acc: 94.5562, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2087, s1.loss_cls: 0.0766, s1.acc: 94.5189, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1060, s2.loss_cls: 0.0369, s2.acc: 94.5898, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0507, loss: 1.0613 2022-09-18 09:33:41,422 - mmdet - INFO - Epoch [25][6200/7330] lr: 1.000e-04, eta: 13:02:17, time: 0.587, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1579, s0.acc: 94.4592, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2094, s1.loss_cls: 0.0760, s1.acc: 94.5106, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1070, s2.loss_cls: 0.0377, s2.acc: 94.4125, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0513, loss: 1.0654 2022-09-18 09:34:09,708 - mmdet - INFO - Epoch [25][6250/7330] lr: 1.000e-04, eta: 13:01:48, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1536, s0.acc: 94.6855, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2051, s1.loss_cls: 0.0742, s1.acc: 94.7706, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1047, s2.loss_cls: 0.0371, s2.acc: 94.6950, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0498, loss: 1.0331 2022-09-18 09:34:38,215 - mmdet - INFO - Epoch [25][6300/7330] lr: 1.000e-04, eta: 13:01:19, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1572, s0.acc: 94.5076, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2096, s1.loss_cls: 0.0757, s1.acc: 94.5707, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1072, s2.loss_cls: 0.0373, s2.acc: 94.5806, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0515, loss: 1.0514 2022-09-18 09:35:05,751 - mmdet - INFO - Epoch [25][6350/7330] lr: 1.000e-04, eta: 13:00:50, time: 0.551, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1513, s0.acc: 94.7686, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2080, s1.loss_cls: 0.0737, s1.acc: 94.8390, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1066, s2.loss_cls: 0.0362, s2.acc: 94.7871, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0512, loss: 1.0250 2022-09-18 09:35:33,346 - mmdet - INFO - Epoch [25][6400/7330] lr: 1.000e-04, eta: 13:00:21, time: 0.551, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1580, s0.acc: 94.5190, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2071, s1.loss_cls: 0.0756, s1.acc: 94.6286, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1070, s2.loss_cls: 0.0372, s2.acc: 94.5375, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0507, loss: 1.0501 2022-09-18 09:36:01,954 - mmdet - INFO - Epoch [25][6450/7330] lr: 1.000e-04, eta: 12:59:52, time: 0.572, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1630, s0.acc: 94.3699, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2104, s1.loss_cls: 0.0788, s1.acc: 94.4584, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1080, s2.loss_cls: 0.0392, s2.acc: 94.2988, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0513, loss: 1.0676 2022-09-18 09:36:29,669 - mmdet - INFO - Epoch [25][6500/7330] lr: 1.000e-04, eta: 12:59:23, time: 0.555, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1555, s0.acc: 94.6216, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2079, s1.loss_cls: 0.0737, s1.acc: 94.8470, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1074, s2.loss_cls: 0.0365, s2.acc: 94.5772, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0516, loss: 1.0489 2022-09-18 09:36:57,998 - mmdet - INFO - Epoch [25][6550/7330] lr: 1.000e-04, eta: 12:58:54, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1613, s0.acc: 94.4041, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2078, s1.loss_cls: 0.0781, s1.acc: 94.5013, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1055, s2.loss_cls: 0.0381, s2.acc: 94.4751, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0506, loss: 1.0685 2022-09-18 09:37:26,120 - mmdet - INFO - Epoch [25][6600/7330] lr: 1.000e-04, eta: 12:58:25, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1581, s0.acc: 94.5259, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2097, s1.loss_cls: 0.0745, s1.acc: 94.6895, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1064, s2.loss_cls: 0.0371, s2.acc: 94.6057, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0508, loss: 1.0642 2022-09-18 09:37:54,224 - mmdet - INFO - Epoch [25][6650/7330] lr: 1.000e-04, eta: 12:57:56, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1534, s0.acc: 94.6829, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2112, s1.loss_cls: 0.0735, s1.acc: 94.8337, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1081, s2.loss_cls: 0.0366, s2.acc: 94.7205, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0513, loss: 1.0598 2022-09-18 09:38:23,030 - mmdet - INFO - Epoch [25][6700/7330] lr: 1.000e-04, eta: 12:57:27, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1630, s0.acc: 94.2993, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2092, s1.loss_cls: 0.0779, s1.acc: 94.4132, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1064, s2.loss_cls: 0.0388, s2.acc: 94.2557, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0508, loss: 1.0722 2022-09-18 09:38:51,981 - mmdet - INFO - Epoch [25][6750/7330] lr: 1.000e-04, eta: 12:56:59, time: 0.579, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1688, s0.acc: 94.2358, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2168, s1.loss_cls: 0.0806, s1.acc: 94.3862, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1098, s2.loss_cls: 0.0396, s2.acc: 94.3313, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0523, loss: 1.0970 2022-09-18 09:39:20,798 - mmdet - INFO - Epoch [25][6800/7330] lr: 1.000e-04, eta: 12:56:30, time: 0.576, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1609, s0.acc: 94.3865, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2129, s1.loss_cls: 0.0776, s1.acc: 94.5172, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1093, s2.loss_cls: 0.0385, s2.acc: 94.3561, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0527, loss: 1.0702 2022-09-18 09:39:49,038 - mmdet - INFO - Epoch [25][6850/7330] lr: 1.000e-04, eta: 12:56:01, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1607, s0.acc: 94.5134, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2135, s1.loss_cls: 0.0767, s1.acc: 94.5680, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1088, s2.loss_cls: 0.0374, s2.acc: 94.4354, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0525, loss: 1.0693 2022-09-18 09:40:17,297 - mmdet - INFO - Epoch [25][6900/7330] lr: 1.000e-04, eta: 12:55:32, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1597, s0.acc: 94.3899, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2096, s1.loss_cls: 0.0765, s1.acc: 94.4576, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1081, s2.loss_cls: 0.0384, s2.acc: 94.3402, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0516, loss: 1.0605 2022-09-18 09:40:45,785 - mmdet - INFO - Epoch [25][6950/7330] lr: 1.000e-04, eta: 12:55:04, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1589, s0.acc: 94.5090, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2141, s1.loss_cls: 0.0769, s1.acc: 94.5824, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1096, s2.loss_cls: 0.0378, s2.acc: 94.5778, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0522, loss: 1.0643 2022-09-18 09:41:14,024 - mmdet - INFO - Epoch [25][7000/7330] lr: 1.000e-04, eta: 12:54:35, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1611, s0.acc: 94.3884, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2088, s1.loss_cls: 0.0774, s1.acc: 94.4694, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1077, s2.loss_cls: 0.0378, s2.acc: 94.4022, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0520, loss: 1.0612 2022-09-18 09:41:42,901 - mmdet - INFO - Epoch [25][7050/7330] lr: 1.000e-04, eta: 12:54:06, time: 0.577, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1623, s0.acc: 94.4485, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2090, s1.loss_cls: 0.0779, s1.acc: 94.5577, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1075, s2.loss_cls: 0.0382, s2.acc: 94.4020, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0510, loss: 1.0644 2022-09-18 09:42:10,893 - mmdet - INFO - Epoch [25][7100/7330] lr: 1.000e-04, eta: 12:53:37, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1580, s0.acc: 94.5090, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2078, s1.loss_cls: 0.0761, s1.acc: 94.5936, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1065, s2.loss_cls: 0.0382, s2.acc: 94.4164, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0508, loss: 1.0569 2022-09-18 09:42:39,338 - mmdet - INFO - Epoch [25][7150/7330] lr: 1.000e-04, eta: 12:53:08, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1661, s0.acc: 94.1985, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2111, s1.loss_cls: 0.0804, s1.acc: 94.2011, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1071, s2.loss_cls: 0.0399, s2.acc: 94.0334, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0514, loss: 1.0962 2022-09-18 09:43:07,561 - mmdet - INFO - Epoch [25][7200/7330] lr: 1.000e-04, eta: 12:52:39, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1548, s0.acc: 94.6575, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2072, s1.loss_cls: 0.0733, s1.acc: 94.7682, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1069, s2.loss_cls: 0.0361, s2.acc: 94.7219, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0513, loss: 1.0485 2022-09-18 09:43:35,336 - mmdet - INFO - Epoch [25][7250/7330] lr: 1.000e-04, eta: 12:52:10, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1649, s0.acc: 94.3257, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2043, s1.loss_cls: 0.0800, s1.acc: 94.3853, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1052, s2.loss_cls: 0.0399, s2.acc: 94.2284, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0502, loss: 1.0682 2022-09-18 09:44:03,875 - mmdet - INFO - Epoch [25][7300/7330] lr: 1.000e-04, eta: 12:51:41, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1625, s0.acc: 94.3015, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2104, s1.loss_cls: 0.0767, s1.acc: 94.5123, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1080, s2.loss_cls: 0.0377, s2.acc: 94.5015, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0519, loss: 1.0786 2022-09-18 09:44:28,761 - mmdet - INFO - Saving checkpoint at 25 epochs 2022-09-18 09:46:13,072 - mmdet - INFO - Evaluating bbox... 2022-09-18 09:46:38,397 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.482 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.666 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.525 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 ] = 0.514 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.633 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 ] = 0.430 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 ] = 0.767 2022-09-18 09:46:38,398 - mmdet - INFO - Evaluating segm... 2022-09-18 09:47:06,489 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.418 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.641 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.452 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.230 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.444 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.538 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.538 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.538 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 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.698 2022-09-18 09:47:06,974 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 09:47:06,974 - mmdet - INFO - Epoch(val) [25][313] bbox_mAP: 0.4820, bbox_mAP_50: 0.6660, bbox_mAP_75: 0.5250, bbox_mAP_s: 0.3150, bbox_mAP_m: 0.5140, bbox_mAP_l: 0.6330, bbox_mAP_copypaste: 0.482 0.666 0.525 0.315 0.514 0.633, segm_mAP: 0.4180, segm_mAP_50: 0.6410, segm_mAP_75: 0.4520, segm_mAP_s: 0.2300, segm_mAP_m: 0.4440, segm_mAP_l: 0.6050, segm_mAP_copypaste: 0.418 0.641 0.452 0.230 0.444 0.605 2022-09-18 09:49:17,504 - mmdet - INFO - Epoch [26][50/7330] lr: 1.000e-04, eta: 12:51:33, time: 2.610, data_time: 2.030, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1565, s0.acc: 94.4932, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2081, s1.loss_cls: 0.0764, s1.acc: 94.5565, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1077, s2.loss_cls: 0.0380, s2.acc: 94.3699, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0515, loss: 1.0639 2022-09-18 09:49:45,487 - mmdet - INFO - Epoch [26][100/7330] lr: 1.000e-04, eta: 12:51:04, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1535, s0.acc: 94.6528, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2127, s1.loss_cls: 0.0730, s1.acc: 94.8752, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1081, s2.loss_cls: 0.0361, s2.acc: 94.6425, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0522, loss: 1.0544 2022-09-18 09:50:13,609 - mmdet - INFO - Epoch [26][150/7330] lr: 1.000e-04, eta: 12:50:35, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1545, s0.acc: 94.5332, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2057, s1.loss_cls: 0.0730, s1.acc: 94.7329, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1053, s2.loss_cls: 0.0369, s2.acc: 94.5279, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0505, loss: 1.0546 2022-09-18 09:50:41,661 - mmdet - INFO - Epoch [26][200/7330] lr: 1.000e-04, eta: 12:50:06, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1498, s0.acc: 94.7566, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2016, s1.loss_cls: 0.0723, s1.acc: 94.8048, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1035, s2.loss_cls: 0.0357, s2.acc: 94.7998, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0501, loss: 1.0240 2022-09-18 09:51:09,555 - mmdet - INFO - Epoch [26][250/7330] lr: 1.000e-04, eta: 12:49:37, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1507, s0.acc: 94.7659, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2105, s1.loss_cls: 0.0725, s1.acc: 94.8932, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1087, s2.loss_cls: 0.0357, s2.acc: 94.7352, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0521, loss: 1.0421 2022-09-18 09:51:37,835 - mmdet - INFO - Epoch [26][300/7330] lr: 1.000e-04, eta: 12:49:08, time: 0.566, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1630, s0.acc: 94.3474, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2122, s1.loss_cls: 0.0771, s1.acc: 94.5173, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1084, s2.loss_cls: 0.0383, s2.acc: 94.4357, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0523, loss: 1.0883 2022-09-18 09:52:05,921 - mmdet - INFO - Epoch [26][350/7330] lr: 1.000e-04, eta: 12:48:39, time: 0.561, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1516, s0.acc: 94.6760, s0.loss_bbox: 0.2207, s0.loss_mask: 0.1974, s1.loss_cls: 0.0724, s1.acc: 94.7379, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1017, s2.loss_cls: 0.0360, s2.acc: 94.6581, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0489, loss: 1.0239 2022-09-18 09:52:34,556 - mmdet - INFO - Epoch [26][400/7330] lr: 1.000e-04, eta: 12:48:10, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1436, s0.acc: 94.9805, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2025, s1.loss_cls: 0.0696, s1.acc: 94.9434, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1035, s2.loss_cls: 0.0343, s2.acc: 94.8185, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0496, loss: 1.0020 2022-09-18 09:53:02,897 - mmdet - INFO - Epoch [26][450/7330] lr: 1.000e-04, eta: 12:47:41, time: 0.566, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1538, s0.acc: 94.5278, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2146, s1.loss_cls: 0.0731, s1.acc: 94.7274, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1096, s2.loss_cls: 0.0370, s2.acc: 94.5047, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0524, loss: 1.0690 2022-09-18 09:53:31,193 - mmdet - INFO - Epoch [26][500/7330] lr: 1.000e-04, eta: 12:47:12, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1501, s0.acc: 94.6404, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2013, s1.loss_cls: 0.0718, s1.acc: 94.7372, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1037, s2.loss_cls: 0.0361, s2.acc: 94.5726, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0496, loss: 1.0334 2022-09-18 09:53:59,463 - mmdet - INFO - Epoch [26][550/7330] lr: 1.000e-04, eta: 12:46:43, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1602, s0.acc: 94.3833, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2029, s1.loss_cls: 0.0770, s1.acc: 94.4209, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1041, s2.loss_cls: 0.0381, s2.acc: 94.2366, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0494, loss: 1.0577 2022-09-18 09:54:27,790 - mmdet - INFO - Epoch [26][600/7330] lr: 1.000e-04, eta: 12:46:14, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1538, s0.acc: 94.6626, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2042, s1.loss_cls: 0.0741, s1.acc: 94.7874, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1041, s2.loss_cls: 0.0366, s2.acc: 94.6035, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0497, loss: 1.0411 2022-09-18 09:54:55,948 - mmdet - INFO - Epoch [26][650/7330] lr: 1.000e-04, eta: 12:45:45, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1617, s0.acc: 94.3745, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2067, s1.loss_cls: 0.0768, s1.acc: 94.4539, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1055, s2.loss_cls: 0.0386, s2.acc: 94.2277, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0504, loss: 1.0682 2022-09-18 09:55:24,286 - mmdet - INFO - Epoch [26][700/7330] lr: 1.000e-04, eta: 12:45:16, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1490, s0.acc: 94.7036, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2069, s1.loss_cls: 0.0712, s1.acc: 94.8161, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1062, s2.loss_cls: 0.0360, s2.acc: 94.5642, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0513, loss: 1.0282 2022-09-18 09:55:52,424 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 09:55:52,424 - mmdet - INFO - Epoch [26][750/7330] lr: 1.000e-04, eta: 12:44:47, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1491, s0.acc: 94.7458, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2072, s1.loss_cls: 0.0719, s1.acc: 94.8146, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1061, s2.loss_cls: 0.0357, s2.acc: 94.6733, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0511, loss: 1.0384 2022-09-18 09:56:20,818 - mmdet - INFO - Epoch [26][800/7330] lr: 1.000e-04, eta: 12:44:18, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1602, s0.acc: 94.3228, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2107, s1.loss_cls: 0.0764, s1.acc: 94.4441, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1085, s2.loss_cls: 0.0384, s2.acc: 94.3087, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0518, loss: 1.0763 2022-09-18 09:56:48,744 - mmdet - INFO - Epoch [26][850/7330] lr: 1.000e-04, eta: 12:43:49, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1438, s0.acc: 94.8647, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2064, s1.loss_cls: 0.0692, s1.acc: 94.9501, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1054, s2.loss_cls: 0.0345, s2.acc: 94.7952, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0505, loss: 1.0154 2022-09-18 09:57:17,586 - mmdet - INFO - Epoch [26][900/7330] lr: 1.000e-04, eta: 12:43:21, time: 0.577, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1603, s0.acc: 94.3708, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2090, s1.loss_cls: 0.0762, s1.acc: 94.5459, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1065, s2.loss_cls: 0.0377, s2.acc: 94.4804, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0511, loss: 1.0748 2022-09-18 09:57:45,649 - mmdet - INFO - Epoch [26][950/7330] lr: 1.000e-04, eta: 12:42:52, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1632, s0.acc: 94.2849, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2060, s1.loss_cls: 0.0781, s1.acc: 94.4043, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1057, s2.loss_cls: 0.0387, s2.acc: 94.3037, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0505, loss: 1.0733 2022-09-18 09:58:13,797 - mmdet - INFO - Epoch [26][1000/7330] lr: 1.000e-04, eta: 12:42:23, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1595, s0.acc: 94.3865, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2080, s1.loss_cls: 0.0759, s1.acc: 94.4785, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1076, s2.loss_cls: 0.0376, s2.acc: 94.3912, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0520, loss: 1.0692 2022-09-18 09:58:42,106 - mmdet - INFO - Epoch [26][1050/7330] lr: 1.000e-04, eta: 12:41:54, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1629, s0.acc: 94.2869, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2088, s1.loss_cls: 0.0780, s1.acc: 94.4800, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1070, s2.loss_cls: 0.0386, s2.acc: 94.3687, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0510, loss: 1.0819 2022-09-18 09:59:10,392 - mmdet - INFO - Epoch [26][1100/7330] lr: 1.000e-04, eta: 12:41:25, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1581, s0.acc: 94.3142, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2068, s1.loss_cls: 0.0762, s1.acc: 94.3706, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1053, s2.loss_cls: 0.0379, s2.acc: 94.2578, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0507, loss: 1.0662 2022-09-18 09:59:38,084 - mmdet - INFO - Epoch [26][1150/7330] lr: 1.000e-04, eta: 12:40:56, time: 0.555, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1597, s0.acc: 94.4202, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2003, s1.loss_cls: 0.0767, s1.acc: 94.5334, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1025, s2.loss_cls: 0.0379, s2.acc: 94.4094, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0492, loss: 1.0468 2022-09-18 10:00:06,567 - mmdet - INFO - Epoch [26][1200/7330] lr: 1.000e-04, eta: 12:40:27, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1534, s0.acc: 94.6121, s0.loss_bbox: 0.2179, s0.loss_mask: 0.1982, s1.loss_cls: 0.0728, s1.acc: 94.8231, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1023, s2.loss_cls: 0.0360, s2.acc: 94.7741, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0489, loss: 1.0215 2022-09-18 10:00:34,980 - mmdet - INFO - Epoch [26][1250/7330] lr: 1.000e-04, eta: 12:39:58, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1530, s0.acc: 94.6924, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2053, s1.loss_cls: 0.0729, s1.acc: 94.7559, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1053, s2.loss_cls: 0.0361, s2.acc: 94.7010, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0505, loss: 1.0345 2022-09-18 10:01:03,332 - mmdet - INFO - Epoch [26][1300/7330] lr: 1.000e-04, eta: 12:39:29, time: 0.568, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1624, s0.acc: 94.3716, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2109, s1.loss_cls: 0.0783, s1.acc: 94.4308, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1083, s2.loss_cls: 0.0388, s2.acc: 94.2856, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0518, loss: 1.0755 2022-09-18 10:01:31,775 - mmdet - INFO - Epoch [26][1350/7330] lr: 1.000e-04, eta: 12:39:00, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1480, s0.acc: 94.8259, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2053, s1.loss_cls: 0.0703, s1.acc: 94.9462, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1051, s2.loss_cls: 0.0353, s2.acc: 94.8449, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0506, loss: 1.0274 2022-09-18 10:01:59,578 - mmdet - INFO - Epoch [26][1400/7330] lr: 1.000e-04, eta: 12:38:31, time: 0.557, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1534, s0.acc: 94.5969, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2048, s1.loss_cls: 0.0737, s1.acc: 94.6316, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1056, s2.loss_cls: 0.0366, s2.acc: 94.5039, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0503, loss: 1.0350 2022-09-18 10:02:27,908 - mmdet - INFO - Epoch [26][1450/7330] lr: 1.000e-04, eta: 12:38:02, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1754, s0.acc: 93.9033, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2103, s1.loss_cls: 0.0847, s1.acc: 94.0085, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1080, s2.loss_cls: 0.0415, s2.acc: 93.9709, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0518, loss: 1.1208 2022-09-18 10:02:56,128 - mmdet - INFO - Epoch [26][1500/7330] lr: 1.000e-04, eta: 12:37:33, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1674, s0.acc: 94.2202, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2118, s1.loss_cls: 0.0803, s1.acc: 94.3744, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1082, s2.loss_cls: 0.0398, s2.acc: 94.1696, s2.loss_bbox: 0.0452, s2.loss_mask: 0.0516, loss: 1.1075 2022-09-18 10:03:23,914 - mmdet - INFO - Epoch [26][1550/7330] lr: 1.000e-04, eta: 12:37:04, time: 0.556, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1578, s0.acc: 94.4441, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2107, s1.loss_cls: 0.0763, s1.acc: 94.5102, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1081, s2.loss_cls: 0.0378, s2.acc: 94.4922, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0517, loss: 1.0722 2022-09-18 10:03:51,671 - mmdet - INFO - Epoch [26][1600/7330] lr: 1.000e-04, eta: 12:36:35, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1480, s0.acc: 94.7266, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2016, s1.loss_cls: 0.0716, s1.acc: 94.7256, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1028, s2.loss_cls: 0.0359, s2.acc: 94.5598, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0497, loss: 1.0150 2022-09-18 10:04:19,764 - mmdet - INFO - Epoch [26][1650/7330] lr: 1.000e-04, eta: 12:36:06, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1582, s0.acc: 94.4463, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2040, s1.loss_cls: 0.0753, s1.acc: 94.5715, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1059, s2.loss_cls: 0.0372, s2.acc: 94.5305, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0508, loss: 1.0605 2022-09-18 10:04:48,183 - mmdet - INFO - Epoch [26][1700/7330] lr: 1.000e-04, eta: 12:35:37, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1679, s0.acc: 94.3208, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2073, s1.loss_cls: 0.0796, s1.acc: 94.5294, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1059, s2.loss_cls: 0.0396, s2.acc: 94.3670, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0507, loss: 1.0736 2022-09-18 10:05:16,072 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 10:05:16,120 - mmdet - INFO - Epoch [26][1750/7330] lr: 1.000e-04, eta: 12:35:08, time: 0.558, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1595, s0.acc: 94.4287, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2057, s1.loss_cls: 0.0763, s1.acc: 94.5497, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1057, s2.loss_cls: 0.0374, s2.acc: 94.4675, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0507, loss: 1.0659 2022-09-18 10:05:44,469 - mmdet - INFO - Epoch [26][1800/7330] lr: 1.000e-04, eta: 12:34:39, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1500, s0.acc: 94.7830, s0.loss_bbox: 0.2115, s0.loss_mask: 0.1994, s1.loss_cls: 0.0724, s1.acc: 94.8544, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1027, s2.loss_cls: 0.0363, s2.acc: 94.7404, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0491, loss: 1.0067 2022-09-18 10:06:12,283 - mmdet - INFO - Epoch [26][1850/7330] lr: 1.000e-04, eta: 12:34:10, time: 0.556, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1587, s0.acc: 94.4937, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2093, s1.loss_cls: 0.0746, s1.acc: 94.7062, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1075, s2.loss_cls: 0.0369, s2.acc: 94.6180, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0513, loss: 1.0637 2022-09-18 10:06:40,830 - mmdet - INFO - Epoch [26][1900/7330] lr: 1.000e-04, eta: 12:33:42, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1574, s0.acc: 94.4907, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2065, s1.loss_cls: 0.0755, s1.acc: 94.6651, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1064, s2.loss_cls: 0.0377, s2.acc: 94.4403, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0512, loss: 1.0615 2022-09-18 10:07:08,981 - mmdet - INFO - Epoch [26][1950/7330] lr: 1.000e-04, eta: 12:33:13, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1536, s0.acc: 94.6062, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2105, s1.loss_cls: 0.0735, s1.acc: 94.7772, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1088, s2.loss_cls: 0.0368, s2.acc: 94.6434, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0521, loss: 1.0503 2022-09-18 10:07:36,944 - mmdet - INFO - Epoch [26][2000/7330] lr: 1.000e-04, eta: 12:32:44, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1564, s0.acc: 94.5750, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2109, s1.loss_cls: 0.0744, s1.acc: 94.6788, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1075, s2.loss_cls: 0.0372, s2.acc: 94.4825, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0512, loss: 1.0612 2022-09-18 10:08:05,155 - mmdet - INFO - Epoch [26][2050/7330] lr: 1.000e-04, eta: 12:32:15, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1586, s0.acc: 94.4272, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2125, s1.loss_cls: 0.0762, s1.acc: 94.5262, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1086, s2.loss_cls: 0.0379, s2.acc: 94.4607, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0526, loss: 1.0790 2022-09-18 10:08:33,668 - mmdet - INFO - Epoch [26][2100/7330] lr: 1.000e-04, eta: 12:31:46, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1509, s0.acc: 94.6160, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2057, s1.loss_cls: 0.0729, s1.acc: 94.6495, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1060, s2.loss_cls: 0.0361, s2.acc: 94.5757, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0505, loss: 1.0308 2022-09-18 10:09:01,936 - mmdet - INFO - Epoch [26][2150/7330] lr: 1.000e-04, eta: 12:31:17, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1642, s0.acc: 94.2371, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2059, s1.loss_cls: 0.0788, s1.acc: 94.3420, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1049, s2.loss_cls: 0.0392, s2.acc: 94.1519, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0504, loss: 1.0801 2022-09-18 10:09:29,595 - mmdet - INFO - Epoch [26][2200/7330] lr: 1.000e-04, eta: 12:30:48, time: 0.553, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1563, s0.acc: 94.5833, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2153, s1.loss_cls: 0.0744, s1.acc: 94.7052, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1110, s2.loss_cls: 0.0373, s2.acc: 94.5911, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0534, loss: 1.0718 2022-09-18 10:09:57,891 - mmdet - INFO - Epoch [26][2250/7330] lr: 1.000e-04, eta: 12:30:19, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1561, s0.acc: 94.5669, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2079, s1.loss_cls: 0.0738, s1.acc: 94.6908, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1053, s2.loss_cls: 0.0372, s2.acc: 94.4397, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0506, loss: 1.0525 2022-09-18 10:10:25,806 - mmdet - INFO - Epoch [26][2300/7330] lr: 1.000e-04, eta: 12:29:50, time: 0.558, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1583, s0.acc: 94.6116, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2083, s1.loss_cls: 0.0766, s1.acc: 94.6048, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1072, s2.loss_cls: 0.0385, s2.acc: 94.4065, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0514, loss: 1.0623 2022-09-18 10:10:53,819 - mmdet - INFO - Epoch [26][2350/7330] lr: 1.000e-04, eta: 12:29:21, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1522, s0.acc: 94.6492, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2058, s1.loss_cls: 0.0739, s1.acc: 94.6335, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1053, s2.loss_cls: 0.0364, s2.acc: 94.5784, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0500, loss: 1.0410 2022-09-18 10:11:21,872 - mmdet - INFO - Epoch [26][2400/7330] lr: 1.000e-04, eta: 12:28:52, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1585, s0.acc: 94.4717, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2091, s1.loss_cls: 0.0766, s1.acc: 94.5216, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1071, s2.loss_cls: 0.0377, s2.acc: 94.4558, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0511, loss: 1.0653 2022-09-18 10:11:50,134 - mmdet - INFO - Epoch [26][2450/7330] lr: 1.000e-04, eta: 12:28:23, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1512, s0.acc: 94.7278, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2046, s1.loss_cls: 0.0723, s1.acc: 94.7689, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1055, s2.loss_cls: 0.0358, s2.acc: 94.6802, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0506, loss: 1.0301 2022-09-18 10:12:18,274 - mmdet - INFO - Epoch [26][2500/7330] lr: 1.000e-04, eta: 12:27:54, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1548, s0.acc: 94.5281, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2011, s1.loss_cls: 0.0739, s1.acc: 94.6640, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1041, s2.loss_cls: 0.0363, s2.acc: 94.5272, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0502, loss: 1.0397 2022-09-18 10:12:46,559 - mmdet - INFO - Epoch [26][2550/7330] lr: 1.000e-04, eta: 12:27:25, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1564, s0.acc: 94.4419, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2096, s1.loss_cls: 0.0744, s1.acc: 94.5853, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1081, s2.loss_cls: 0.0370, s2.acc: 94.5223, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0518, loss: 1.0584 2022-09-18 10:13:15,216 - mmdet - INFO - Epoch [26][2600/7330] lr: 1.000e-04, eta: 12:26:56, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1555, s0.acc: 94.4390, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2133, s1.loss_cls: 0.0762, s1.acc: 94.4084, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1092, s2.loss_cls: 0.0377, s2.acc: 94.3193, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0526, loss: 1.0606 2022-09-18 10:13:43,453 - mmdet - INFO - Epoch [26][2650/7330] lr: 1.000e-04, eta: 12:26:27, time: 0.565, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1532, s0.acc: 94.5662, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2064, s1.loss_cls: 0.0735, s1.acc: 94.5852, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1057, s2.loss_cls: 0.0369, s2.acc: 94.4294, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0507, loss: 1.0584 2022-09-18 10:14:11,644 - mmdet - INFO - Epoch [26][2700/7330] lr: 1.000e-04, eta: 12:25:58, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1606, s0.acc: 94.4998, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2042, s1.loss_cls: 0.0767, s1.acc: 94.6109, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1054, s2.loss_cls: 0.0379, s2.acc: 94.4714, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0508, loss: 1.0656 2022-09-18 10:14:40,204 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 10:14:40,208 - mmdet - INFO - Epoch [26][2750/7330] lr: 1.000e-04, eta: 12:25:30, time: 0.571, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1655, s0.acc: 94.3040, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2039, s1.loss_cls: 0.0790, s1.acc: 94.4852, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1051, s2.loss_cls: 0.0387, s2.acc: 94.4210, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0507, loss: 1.0694 2022-09-18 10:15:08,352 - mmdet - INFO - Epoch [26][2800/7330] lr: 1.000e-04, eta: 12:25:01, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1523, s0.acc: 94.6096, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2074, s1.loss_cls: 0.0722, s1.acc: 94.7801, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1072, s2.loss_cls: 0.0366, s2.acc: 94.4834, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0518, loss: 1.0509 2022-09-18 10:15:36,128 - mmdet - INFO - Epoch [26][2850/7330] lr: 1.000e-04, eta: 12:24:32, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1524, s0.acc: 94.6262, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2045, s1.loss_cls: 0.0742, s1.acc: 94.6630, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1051, s2.loss_cls: 0.0369, s2.acc: 94.4660, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0505, loss: 1.0427 2022-09-18 10:16:04,300 - mmdet - INFO - Epoch [26][2900/7330] lr: 1.000e-04, eta: 12:24:03, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1658, s0.acc: 94.3643, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2110, s1.loss_cls: 0.0797, s1.acc: 94.4193, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1070, s2.loss_cls: 0.0388, s2.acc: 94.4549, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0509, loss: 1.0710 2022-09-18 10:16:32,676 - mmdet - INFO - Epoch [26][2950/7330] lr: 1.000e-04, eta: 12:23:34, time: 0.568, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1569, s0.acc: 94.4971, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2077, s1.loss_cls: 0.0754, s1.acc: 94.6229, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1067, s2.loss_cls: 0.0372, s2.acc: 94.4571, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0503, loss: 1.0497 2022-09-18 10:17:00,187 - mmdet - INFO - Epoch [26][3000/7330] lr: 1.000e-04, eta: 12:23:04, time: 0.550, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1581, s0.acc: 94.4932, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2037, s1.loss_cls: 0.0740, s1.acc: 94.7373, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1055, s2.loss_cls: 0.0365, s2.acc: 94.5678, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0510, loss: 1.0547 2022-09-18 10:17:27,998 - mmdet - INFO - Epoch [26][3050/7330] lr: 1.000e-04, eta: 12:22:35, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1567, s0.acc: 94.6438, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2045, s1.loss_cls: 0.0750, s1.acc: 94.7154, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1050, s2.loss_cls: 0.0371, s2.acc: 94.6075, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0503, loss: 1.0396 2022-09-18 10:17:56,114 - mmdet - INFO - Epoch [26][3100/7330] lr: 1.000e-04, eta: 12:22:06, time: 0.563, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1553, s0.acc: 94.5623, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2047, s1.loss_cls: 0.0748, s1.acc: 94.7232, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1056, s2.loss_cls: 0.0362, s2.acc: 94.7152, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0507, loss: 1.0395 2022-09-18 10:18:24,232 - mmdet - INFO - Epoch [26][3150/7330] lr: 1.000e-04, eta: 12:21:37, time: 0.562, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1551, s0.acc: 94.6204, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2065, s1.loss_cls: 0.0733, s1.acc: 94.7785, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1061, s2.loss_cls: 0.0369, s2.acc: 94.6104, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0508, loss: 1.0384 2022-09-18 10:18:52,278 - mmdet - INFO - Epoch [26][3200/7330] lr: 1.000e-04, eta: 12:21:08, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1615, s0.acc: 94.4082, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2147, s1.loss_cls: 0.0777, s1.acc: 94.5115, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1091, s2.loss_cls: 0.0386, s2.acc: 94.4213, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0521, loss: 1.0772 2022-09-18 10:19:20,579 - mmdet - INFO - Epoch [26][3250/7330] lr: 1.000e-04, eta: 12:20:40, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1561, s0.acc: 94.5891, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2059, s1.loss_cls: 0.0743, s1.acc: 94.7653, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1061, s2.loss_cls: 0.0367, s2.acc: 94.6775, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0512, loss: 1.0488 2022-09-18 10:19:48,610 - mmdet - INFO - Epoch [26][3300/7330] lr: 1.000e-04, eta: 12:20:11, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1573, s0.acc: 94.3772, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2080, s1.loss_cls: 0.0753, s1.acc: 94.4355, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1068, s2.loss_cls: 0.0375, s2.acc: 94.3389, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0510, loss: 1.0552 2022-09-18 10:20:16,334 - mmdet - INFO - Epoch [26][3350/7330] lr: 1.000e-04, eta: 12:19:41, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1549, s0.acc: 94.6462, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2066, s1.loss_cls: 0.0732, s1.acc: 94.7593, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1065, s2.loss_cls: 0.0367, s2.acc: 94.6688, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0511, loss: 1.0488 2022-09-18 10:20:44,104 - mmdet - INFO - Epoch [26][3400/7330] lr: 1.000e-04, eta: 12:19:12, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1509, s0.acc: 94.7061, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2103, s1.loss_cls: 0.0724, s1.acc: 94.8337, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1069, s2.loss_cls: 0.0359, s2.acc: 94.8334, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0511, loss: 1.0369 2022-09-18 10:21:12,931 - mmdet - INFO - Epoch [26][3450/7330] lr: 1.000e-04, eta: 12:18:44, time: 0.577, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1757, s0.acc: 93.9458, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2129, s1.loss_cls: 0.0839, s1.acc: 94.0771, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1076, s2.loss_cls: 0.0414, s2.acc: 93.8640, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0514, loss: 1.1189 2022-09-18 10:21:40,699 - mmdet - INFO - Epoch [26][3500/7330] lr: 1.000e-04, eta: 12:18:15, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1513, s0.acc: 94.7339, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2068, s1.loss_cls: 0.0726, s1.acc: 94.8609, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1064, s2.loss_cls: 0.0361, s2.acc: 94.6979, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0509, loss: 1.0298 2022-09-18 10:22:08,878 - mmdet - INFO - Epoch [26][3550/7330] lr: 1.000e-04, eta: 12:17:46, time: 0.563, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1519, s0.acc: 94.5933, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2099, s1.loss_cls: 0.0733, s1.acc: 94.6200, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1075, s2.loss_cls: 0.0364, s2.acc: 94.4644, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0515, loss: 1.0471 2022-09-18 10:22:37,162 - mmdet - INFO - Epoch [26][3600/7330] lr: 1.000e-04, eta: 12:17:17, time: 0.566, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1574, s0.acc: 94.4036, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2098, s1.loss_cls: 0.0754, s1.acc: 94.5477, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1077, s2.loss_cls: 0.0380, s2.acc: 94.3370, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0518, loss: 1.0684 2022-09-18 10:23:04,898 - mmdet - INFO - Epoch [26][3650/7330] lr: 1.000e-04, eta: 12:16:48, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1427, s0.acc: 94.9897, s0.loss_bbox: 0.2053, s0.loss_mask: 0.2029, s1.loss_cls: 0.0692, s1.acc: 95.0303, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1044, s2.loss_cls: 0.0345, s2.acc: 94.9648, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0507, loss: 0.9956 2022-09-18 10:23:33,006 - mmdet - INFO - Epoch [26][3700/7330] lr: 1.000e-04, eta: 12:16:19, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1565, s0.acc: 94.5771, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2104, s1.loss_cls: 0.0743, s1.acc: 94.7203, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1068, s2.loss_cls: 0.0370, s2.acc: 94.6074, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0512, loss: 1.0583 2022-09-18 10:24:01,402 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 10:24:01,406 - mmdet - INFO - Epoch [26][3750/7330] lr: 1.000e-04, eta: 12:15:50, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1557, s0.acc: 94.5239, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2079, s1.loss_cls: 0.0743, s1.acc: 94.7123, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1061, s2.loss_cls: 0.0370, s2.acc: 94.5304, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0508, loss: 1.0623 2022-09-18 10:24:29,289 - mmdet - INFO - Epoch [26][3800/7330] lr: 1.000e-04, eta: 12:15:21, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1539, s0.acc: 94.6030, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2050, s1.loss_cls: 0.0743, s1.acc: 94.6204, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1050, s2.loss_cls: 0.0365, s2.acc: 94.5345, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0503, loss: 1.0466 2022-09-18 10:24:58,067 - mmdet - INFO - Epoch [26][3850/7330] lr: 1.000e-04, eta: 12:14:52, time: 0.577, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1589, s0.acc: 94.4482, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2096, s1.loss_cls: 0.0751, s1.acc: 94.5623, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1078, s2.loss_cls: 0.0376, s2.acc: 94.4241, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0518, loss: 1.0685 2022-09-18 10:25:26,666 - mmdet - INFO - Epoch [26][3900/7330] lr: 1.000e-04, eta: 12:14:23, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1574, s0.acc: 94.5593, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2078, s1.loss_cls: 0.0774, s1.acc: 94.4788, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1065, s2.loss_cls: 0.0382, s2.acc: 94.2724, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0512, loss: 1.0539 2022-09-18 10:25:54,985 - mmdet - INFO - Epoch [26][3950/7330] lr: 1.000e-04, eta: 12:13:54, time: 0.567, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1581, s0.acc: 94.5435, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2096, s1.loss_cls: 0.0757, s1.acc: 94.6127, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1070, s2.loss_cls: 0.0371, s2.acc: 94.5560, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0514, loss: 1.0571 2022-09-18 10:26:23,667 - mmdet - INFO - Epoch [26][4000/7330] lr: 1.000e-04, eta: 12:13:26, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1616, s0.acc: 94.4114, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2062, s1.loss_cls: 0.0777, s1.acc: 94.4828, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1071, s2.loss_cls: 0.0389, s2.acc: 94.3477, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0512, loss: 1.0645 2022-09-18 10:26:51,378 - mmdet - INFO - Epoch [26][4050/7330] lr: 1.000e-04, eta: 12:12:57, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1606, s0.acc: 94.4656, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2122, s1.loss_cls: 0.0769, s1.acc: 94.5424, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1094, s2.loss_cls: 0.0379, s2.acc: 94.4746, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0523, loss: 1.0736 2022-09-18 10:27:19,615 - mmdet - INFO - Epoch [26][4100/7330] lr: 1.000e-04, eta: 12:12:28, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1661, s0.acc: 94.3467, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2056, s1.loss_cls: 0.0785, s1.acc: 94.5490, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1052, s2.loss_cls: 0.0388, s2.acc: 94.4430, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0504, loss: 1.0733 2022-09-18 10:27:47,285 - mmdet - INFO - Epoch [26][4150/7330] lr: 1.000e-04, eta: 12:11:59, time: 0.554, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1565, s0.acc: 94.5579, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2076, s1.loss_cls: 0.0748, s1.acc: 94.6955, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1065, s2.loss_cls: 0.0372, s2.acc: 94.5501, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0509, loss: 1.0425 2022-09-18 10:28:15,941 - mmdet - INFO - Epoch [26][4200/7330] lr: 1.000e-04, eta: 12:11:30, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1569, s0.acc: 94.4080, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2093, s1.loss_cls: 0.0759, s1.acc: 94.5073, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1071, s2.loss_cls: 0.0379, s2.acc: 94.3286, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0512, loss: 1.0656 2022-09-18 10:28:43,848 - mmdet - INFO - Epoch [26][4250/7330] lr: 1.000e-04, eta: 12:11:01, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1482, s0.acc: 94.9580, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2002, s1.loss_cls: 0.0704, s1.acc: 95.0967, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1037, s2.loss_cls: 0.0354, s2.acc: 94.8840, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0499, loss: 0.9986 2022-09-18 10:29:12,128 - mmdet - INFO - Epoch [26][4300/7330] lr: 1.000e-04, eta: 12:10:32, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1616, s0.acc: 94.3306, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2084, s1.loss_cls: 0.0779, s1.acc: 94.4458, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1083, s2.loss_cls: 0.0384, s2.acc: 94.3937, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0517, loss: 1.0840 2022-09-18 10:29:40,382 - mmdet - INFO - Epoch [26][4350/7330] lr: 1.000e-04, eta: 12:10:03, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1619, s0.acc: 94.3921, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2108, s1.loss_cls: 0.0777, s1.acc: 94.4671, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1083, s2.loss_cls: 0.0385, s2.acc: 94.2991, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0516, loss: 1.0801 2022-09-18 10:30:08,733 - mmdet - INFO - Epoch [26][4400/7330] lr: 1.000e-04, eta: 12:09:34, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1566, s0.acc: 94.4319, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2118, s1.loss_cls: 0.0753, s1.acc: 94.4555, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1080, s2.loss_cls: 0.0376, s2.acc: 94.3048, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0514, loss: 1.0738 2022-09-18 10:30:37,710 - mmdet - INFO - Epoch [26][4450/7330] lr: 1.000e-04, eta: 12:09:06, time: 0.579, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1602, s0.acc: 94.3616, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2091, s1.loss_cls: 0.0772, s1.acc: 94.3979, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1080, s2.loss_cls: 0.0391, s2.acc: 94.2146, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0514, loss: 1.0778 2022-09-18 10:31:05,665 - mmdet - INFO - Epoch [26][4500/7330] lr: 1.000e-04, eta: 12:08:36, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1585, s0.acc: 94.5349, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2060, s1.loss_cls: 0.0758, s1.acc: 94.5809, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1056, s2.loss_cls: 0.0377, s2.acc: 94.5146, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0505, loss: 1.0482 2022-09-18 10:31:34,010 - mmdet - INFO - Epoch [26][4550/7330] lr: 1.000e-04, eta: 12:08:08, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1616, s0.acc: 94.3992, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2099, s1.loss_cls: 0.0767, s1.acc: 94.5326, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1077, s2.loss_cls: 0.0377, s2.acc: 94.4230, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0514, loss: 1.0690 2022-09-18 10:32:02,181 - mmdet - INFO - Epoch [26][4600/7330] lr: 1.000e-04, eta: 12:07:39, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1560, s0.acc: 94.5063, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2072, s1.loss_cls: 0.0759, s1.acc: 94.6548, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1059, s2.loss_cls: 0.0380, s2.acc: 94.4891, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0510, loss: 1.0557 2022-09-18 10:32:29,832 - mmdet - INFO - Epoch [26][4650/7330] lr: 1.000e-04, eta: 12:07:10, time: 0.553, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1526, s0.acc: 94.6631, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2119, s1.loss_cls: 0.0727, s1.acc: 94.8112, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1081, s2.loss_cls: 0.0354, s2.acc: 94.7717, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0518, loss: 1.0446 2022-09-18 10:32:58,152 - mmdet - INFO - Epoch [26][4700/7330] lr: 1.000e-04, eta: 12:06:41, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1575, s0.acc: 94.4866, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2121, s1.loss_cls: 0.0750, s1.acc: 94.6602, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1092, s2.loss_cls: 0.0373, s2.acc: 94.5674, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0522, loss: 1.0667 2022-09-18 10:33:26,470 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 10:33:26,472 - mmdet - INFO - Epoch [26][4750/7330] lr: 1.000e-04, eta: 12:06:12, time: 0.567, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1565, s0.acc: 94.5740, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2029, s1.loss_cls: 0.0748, s1.acc: 94.7092, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1044, s2.loss_cls: 0.0365, s2.acc: 94.5733, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0502, loss: 1.0356 2022-09-18 10:33:54,480 - mmdet - INFO - Epoch [26][4800/7330] lr: 1.000e-04, eta: 12:05:43, time: 0.560, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1587, s0.acc: 94.4260, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2045, s1.loss_cls: 0.0766, s1.acc: 94.4321, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1041, s2.loss_cls: 0.0381, s2.acc: 94.2367, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0498, loss: 1.0611 2022-09-18 10:34:22,861 - mmdet - INFO - Epoch [26][4850/7330] lr: 1.000e-04, eta: 12:05:14, time: 0.567, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1627, s0.acc: 94.1677, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2113, s1.loss_cls: 0.0772, s1.acc: 94.3630, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1081, s2.loss_cls: 0.0386, s2.acc: 94.2663, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0515, loss: 1.0982 2022-09-18 10:34:51,310 - mmdet - INFO - Epoch [26][4900/7330] lr: 1.000e-04, eta: 12:04:45, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1546, s0.acc: 94.6169, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2065, s1.loss_cls: 0.0745, s1.acc: 94.6497, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1045, s2.loss_cls: 0.0369, s2.acc: 94.5272, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0500, loss: 1.0423 2022-09-18 10:35:19,862 - mmdet - INFO - Epoch [26][4950/7330] lr: 1.000e-04, eta: 12:04:16, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1489, s0.acc: 94.7993, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2034, s1.loss_cls: 0.0717, s1.acc: 94.8360, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1046, s2.loss_cls: 0.0358, s2.acc: 94.7659, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0501, loss: 1.0310 2022-09-18 10:35:47,879 - mmdet - INFO - Epoch [26][5000/7330] lr: 1.000e-04, eta: 12:03:47, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1584, s0.acc: 94.5159, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2051, s1.loss_cls: 0.0758, s1.acc: 94.6065, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1048, s2.loss_cls: 0.0376, s2.acc: 94.4750, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0503, loss: 1.0490 2022-09-18 10:36:15,815 - mmdet - INFO - Epoch [26][5050/7330] lr: 1.000e-04, eta: 12:03:18, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1578, s0.acc: 94.4910, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2075, s1.loss_cls: 0.0750, s1.acc: 94.5929, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1056, s2.loss_cls: 0.0371, s2.acc: 94.4782, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0507, loss: 1.0554 2022-09-18 10:36:43,941 - mmdet - INFO - Epoch [26][5100/7330] lr: 1.000e-04, eta: 12:02:49, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1675, s0.acc: 94.1929, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2084, s1.loss_cls: 0.0798, s1.acc: 94.3369, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1070, s2.loss_cls: 0.0397, s2.acc: 94.1270, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0513, loss: 1.0959 2022-09-18 10:37:12,431 - mmdet - INFO - Epoch [26][5150/7330] lr: 1.000e-04, eta: 12:02:21, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1645, s0.acc: 94.2642, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2068, s1.loss_cls: 0.0786, s1.acc: 94.4313, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1057, s2.loss_cls: 0.0385, s2.acc: 94.4143, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0506, loss: 1.0799 2022-09-18 10:37:40,442 - mmdet - INFO - Epoch [26][5200/7330] lr: 1.000e-04, eta: 12:01:52, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1634, s0.acc: 94.3977, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2071, s1.loss_cls: 0.0776, s1.acc: 94.5170, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1062, s2.loss_cls: 0.0375, s2.acc: 94.5586, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0508, loss: 1.0654 2022-09-18 10:38:08,373 - mmdet - INFO - Epoch [26][5250/7330] lr: 1.000e-04, eta: 12:01:23, time: 0.558, data_time: 0.014, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1531, s0.acc: 94.5942, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2081, s1.loss_cls: 0.0733, s1.acc: 94.6878, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1066, s2.loss_cls: 0.0364, s2.acc: 94.5087, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0503, loss: 1.0470 2022-09-18 10:38:36,974 - mmdet - INFO - Epoch [26][5300/7330] lr: 1.000e-04, eta: 12:00:54, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1641, s0.acc: 94.3550, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2150, s1.loss_cls: 0.0797, s1.acc: 94.3408, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1098, s2.loss_cls: 0.0392, s2.acc: 94.2693, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0523, loss: 1.0915 2022-09-18 10:39:05,183 - mmdet - INFO - Epoch [26][5350/7330] lr: 1.000e-04, eta: 12:00:25, time: 0.565, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1691, s0.acc: 94.0435, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2114, s1.loss_cls: 0.0815, s1.acc: 94.1012, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1070, s2.loss_cls: 0.0401, s2.acc: 93.9695, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0513, loss: 1.1051 2022-09-18 10:39:33,929 - mmdet - INFO - Epoch [26][5400/7330] lr: 1.000e-04, eta: 11:59:56, time: 0.575, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1617, s0.acc: 94.4246, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2094, s1.loss_cls: 0.0765, s1.acc: 94.5145, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1081, s2.loss_cls: 0.0376, s2.acc: 94.4713, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0522, loss: 1.0674 2022-09-18 10:40:02,394 - mmdet - INFO - Epoch [26][5450/7330] lr: 1.000e-04, eta: 11:59:27, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1497, s0.acc: 94.6890, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2004, s1.loss_cls: 0.0718, s1.acc: 94.7842, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1032, s2.loss_cls: 0.0355, s2.acc: 94.6776, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0497, loss: 1.0283 2022-09-18 10:40:30,397 - mmdet - INFO - Epoch [26][5500/7330] lr: 1.000e-04, eta: 11:58:58, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1598, s0.acc: 94.4236, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2065, s1.loss_cls: 0.0767, s1.acc: 94.5093, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1067, s2.loss_cls: 0.0386, s2.acc: 94.3950, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0511, loss: 1.0623 2022-09-18 10:40:58,759 - mmdet - INFO - Epoch [26][5550/7330] lr: 1.000e-04, eta: 11:58:30, time: 0.567, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1678, s0.acc: 94.2688, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2080, s1.loss_cls: 0.0813, s1.acc: 94.2564, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1061, s2.loss_cls: 0.0404, s2.acc: 94.1946, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0510, loss: 1.0786 2022-09-18 10:41:27,188 - mmdet - INFO - Epoch [26][5600/7330] lr: 1.000e-04, eta: 11:58:01, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1617, s0.acc: 94.4087, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2081, s1.loss_cls: 0.0765, s1.acc: 94.5491, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1059, s2.loss_cls: 0.0378, s2.acc: 94.4890, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0507, loss: 1.0624 2022-09-18 10:41:55,781 - mmdet - INFO - Epoch [26][5650/7330] lr: 1.000e-04, eta: 11:57:32, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1572, s0.acc: 94.4443, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2084, s1.loss_cls: 0.0767, s1.acc: 94.4857, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1067, s2.loss_cls: 0.0379, s2.acc: 94.3017, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0510, loss: 1.0699 2022-09-18 10:42:23,986 - mmdet - INFO - Epoch [26][5700/7330] lr: 1.000e-04, eta: 11:57:03, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1639, s0.acc: 94.2500, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2136, s1.loss_cls: 0.0786, s1.acc: 94.3451, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1097, s2.loss_cls: 0.0393, s2.acc: 94.3051, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0524, loss: 1.0914 2022-09-18 10:42:52,193 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 10:42:52,242 - mmdet - INFO - Epoch [26][5750/7330] lr: 1.000e-04, eta: 11:56:34, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1525, s0.acc: 94.6338, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2102, s1.loss_cls: 0.0726, s1.acc: 94.7779, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1087, s2.loss_cls: 0.0366, s2.acc: 94.5619, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0520, loss: 1.0467 2022-09-18 10:43:19,928 - mmdet - INFO - Epoch [26][5800/7330] lr: 1.000e-04, eta: 11:56:05, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1584, s0.acc: 94.4089, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2077, s1.loss_cls: 0.0765, s1.acc: 94.4368, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1064, s2.loss_cls: 0.0381, s2.acc: 94.3296, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0512, loss: 1.0779 2022-09-18 10:43:47,977 - mmdet - INFO - Epoch [26][5850/7330] lr: 1.000e-04, eta: 11:55:36, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1633, s0.acc: 94.2849, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2062, s1.loss_cls: 0.0773, s1.acc: 94.4204, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1060, s2.loss_cls: 0.0381, s2.acc: 94.3473, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0507, loss: 1.0776 2022-09-18 10:44:16,997 - mmdet - INFO - Epoch [26][5900/7330] lr: 1.000e-04, eta: 11:55:08, time: 0.581, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1616, s0.acc: 94.3416, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2079, s1.loss_cls: 0.0781, s1.acc: 94.3754, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1061, s2.loss_cls: 0.0384, s2.acc: 94.4437, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0510, loss: 1.0754 2022-09-18 10:44:45,158 - mmdet - INFO - Epoch [26][5950/7330] lr: 1.000e-04, eta: 11:54:39, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1634, s0.acc: 94.3013, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2104, s1.loss_cls: 0.0787, s1.acc: 94.3734, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1066, s2.loss_cls: 0.0392, s2.acc: 94.1936, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0508, loss: 1.0774 2022-09-18 10:45:13,437 - mmdet - INFO - Epoch [26][6000/7330] lr: 1.000e-04, eta: 11:54:10, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1627, s0.acc: 94.3740, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2086, s1.loss_cls: 0.0788, s1.acc: 94.4299, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1069, s2.loss_cls: 0.0395, s2.acc: 94.2542, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0513, loss: 1.0704 2022-09-18 10:45:41,396 - mmdet - INFO - Epoch [26][6050/7330] lr: 1.000e-04, eta: 11:53:41, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1517, s0.acc: 94.6648, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2141, s1.loss_cls: 0.0729, s1.acc: 94.8182, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1103, s2.loss_cls: 0.0366, s2.acc: 94.6406, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0533, loss: 1.0454 2022-09-18 10:46:09,552 - mmdet - INFO - Epoch [26][6100/7330] lr: 1.000e-04, eta: 11:53:12, time: 0.563, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1595, s0.acc: 94.5369, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2064, s1.loss_cls: 0.0758, s1.acc: 94.6673, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1066, s2.loss_cls: 0.0377, s2.acc: 94.5481, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0508, loss: 1.0586 2022-09-18 10:46:38,045 - mmdet - INFO - Epoch [26][6150/7330] lr: 1.000e-04, eta: 11:52:43, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1654, s0.acc: 94.1711, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2084, s1.loss_cls: 0.0797, s1.acc: 94.2951, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1054, s2.loss_cls: 0.0395, s2.acc: 94.1237, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0505, loss: 1.0824 2022-09-18 10:47:06,574 - mmdet - INFO - Epoch [26][6200/7330] lr: 1.000e-04, eta: 11:52:14, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1686, s0.acc: 94.2043, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2133, s1.loss_cls: 0.0820, s1.acc: 94.1633, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1085, s2.loss_cls: 0.0406, s2.acc: 94.1018, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0521, loss: 1.0993 2022-09-18 10:47:34,407 - mmdet - INFO - Epoch [26][6250/7330] lr: 1.000e-04, eta: 11:51:45, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1563, s0.acc: 94.5427, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2067, s1.loss_cls: 0.0739, s1.acc: 94.7311, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1058, s2.loss_cls: 0.0366, s2.acc: 94.5804, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0502, loss: 1.0522 2022-09-18 10:48:02,793 - mmdet - INFO - Epoch [26][6300/7330] lr: 1.000e-04, eta: 11:51:16, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1613, s0.acc: 94.4355, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2098, s1.loss_cls: 0.0771, s1.acc: 94.5613, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1073, s2.loss_cls: 0.0382, s2.acc: 94.4896, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0513, loss: 1.0658 2022-09-18 10:48:30,946 - mmdet - INFO - Epoch [26][6350/7330] lr: 1.000e-04, eta: 11:50:47, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1542, s0.acc: 94.5945, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2037, s1.loss_cls: 0.0746, s1.acc: 94.7147, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1046, s2.loss_cls: 0.0364, s2.acc: 94.7360, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0510, loss: 1.0353 2022-09-18 10:48:59,136 - mmdet - INFO - Epoch [26][6400/7330] lr: 1.000e-04, eta: 11:50:19, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1551, s0.acc: 94.5049, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2034, s1.loss_cls: 0.0747, s1.acc: 94.6176, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1053, s2.loss_cls: 0.0376, s2.acc: 94.4552, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0506, loss: 1.0507 2022-09-18 10:49:27,540 - mmdet - INFO - Epoch [26][6450/7330] lr: 1.000e-04, eta: 11:49:50, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1637, s0.acc: 94.2749, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2077, s1.loss_cls: 0.0782, s1.acc: 94.4356, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1045, s2.loss_cls: 0.0389, s2.acc: 94.3430, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0500, loss: 1.0710 2022-09-18 10:49:56,081 - mmdet - INFO - Epoch [26][6500/7330] lr: 1.000e-04, eta: 11:49:21, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1588, s0.acc: 94.4192, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2113, s1.loss_cls: 0.0766, s1.acc: 94.5241, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1068, s2.loss_cls: 0.0382, s2.acc: 94.3763, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0510, loss: 1.0651 2022-09-18 10:50:24,568 - mmdet - INFO - Epoch [26][6550/7330] lr: 1.000e-04, eta: 11:48:52, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1574, s0.acc: 94.6360, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2071, s1.loss_cls: 0.0753, s1.acc: 94.7684, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1063, s2.loss_cls: 0.0373, s2.acc: 94.8093, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0512, loss: 1.0469 2022-09-18 10:50:52,782 - mmdet - INFO - Epoch [26][6600/7330] lr: 1.000e-04, eta: 11:48:23, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1613, s0.acc: 94.4148, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2105, s1.loss_cls: 0.0776, s1.acc: 94.4408, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1065, s2.loss_cls: 0.0386, s2.acc: 94.3985, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0511, loss: 1.0626 2022-09-18 10:51:21,164 - mmdet - INFO - Epoch [26][6650/7330] lr: 1.000e-04, eta: 11:47:54, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1570, s0.acc: 94.4924, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2103, s1.loss_cls: 0.0768, s1.acc: 94.5219, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1083, s2.loss_cls: 0.0380, s2.acc: 94.4020, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0520, loss: 1.0639 2022-09-18 10:51:49,121 - mmdet - INFO - Epoch [26][6700/7330] lr: 1.000e-04, eta: 11:47:25, time: 0.560, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1537, s0.acc: 94.5647, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2092, s1.loss_cls: 0.0732, s1.acc: 94.6805, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1071, s2.loss_cls: 0.0363, s2.acc: 94.6937, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0515, loss: 1.0544 2022-09-18 10:52:17,883 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 10:52:17,883 - mmdet - INFO - Epoch [26][6750/7330] lr: 1.000e-04, eta: 11:46:57, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1578, s0.acc: 94.5244, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2087, s1.loss_cls: 0.0756, s1.acc: 94.6012, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1066, s2.loss_cls: 0.0366, s2.acc: 94.5541, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0509, loss: 1.0665 2022-09-18 10:52:45,925 - mmdet - INFO - Epoch [26][6800/7330] lr: 1.000e-04, eta: 11:46:28, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1601, s0.acc: 94.5947, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2060, s1.loss_cls: 0.0762, s1.acc: 94.6668, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1053, s2.loss_cls: 0.0376, s2.acc: 94.5243, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0504, loss: 1.0465 2022-09-18 10:53:13,969 - mmdet - INFO - Epoch [26][6850/7330] lr: 1.000e-04, eta: 11:45:59, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1609, s0.acc: 94.4407, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2020, s1.loss_cls: 0.0774, s1.acc: 94.5650, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1034, s2.loss_cls: 0.0385, s2.acc: 94.4420, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0493, loss: 1.0472 2022-09-18 10:53:41,707 - mmdet - INFO - Epoch [26][6900/7330] lr: 1.000e-04, eta: 11:45:30, time: 0.555, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1523, s0.acc: 94.6077, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2084, s1.loss_cls: 0.0740, s1.acc: 94.6046, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1077, s2.loss_cls: 0.0368, s2.acc: 94.4312, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0516, loss: 1.0470 2022-09-18 10:54:09,360 - mmdet - INFO - Epoch [26][6950/7330] lr: 1.000e-04, eta: 11:45:01, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1559, s0.acc: 94.6309, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2091, s1.loss_cls: 0.0752, s1.acc: 94.7082, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1062, s2.loss_cls: 0.0367, s2.acc: 94.7271, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0509, loss: 1.0489 2022-09-18 10:54:37,184 - mmdet - INFO - Epoch [26][7000/7330] lr: 1.000e-04, eta: 11:44:32, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1561, s0.acc: 94.5979, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2077, s1.loss_cls: 0.0742, s1.acc: 94.6550, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1059, s2.loss_cls: 0.0369, s2.acc: 94.5814, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0506, loss: 1.0408 2022-09-18 10:55:05,020 - mmdet - INFO - Epoch [26][7050/7330] lr: 1.000e-04, eta: 11:44:03, time: 0.557, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1533, s0.acc: 94.5244, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2064, s1.loss_cls: 0.0739, s1.acc: 94.6097, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1047, s2.loss_cls: 0.0365, s2.acc: 94.4855, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0498, loss: 1.0512 2022-09-18 10:55:33,456 - mmdet - INFO - Epoch [26][7100/7330] lr: 1.000e-04, eta: 11:43:34, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1619, s0.acc: 94.3469, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2113, s1.loss_cls: 0.0767, s1.acc: 94.5069, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1081, s2.loss_cls: 0.0383, s2.acc: 94.2768, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0518, loss: 1.0861 2022-09-18 10:56:01,345 - mmdet - INFO - Epoch [26][7150/7330] lr: 1.000e-04, eta: 11:43:05, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1546, s0.acc: 94.6360, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2081, s1.loss_cls: 0.0726, s1.acc: 94.8084, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1063, s2.loss_cls: 0.0363, s2.acc: 94.6703, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0509, loss: 1.0484 2022-09-18 10:56:29,212 - mmdet - INFO - Epoch [26][7200/7330] lr: 1.000e-04, eta: 11:42:36, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1535, s0.acc: 94.5754, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2100, s1.loss_cls: 0.0730, s1.acc: 94.7500, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1058, s2.loss_cls: 0.0361, s2.acc: 94.6636, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0509, loss: 1.0539 2022-09-18 10:56:57,373 - mmdet - INFO - Epoch [26][7250/7330] lr: 1.000e-04, eta: 11:42:07, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1484, s0.acc: 94.8281, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2033, s1.loss_cls: 0.0722, s1.acc: 94.8455, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1054, s2.loss_cls: 0.0359, s2.acc: 94.7913, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0508, loss: 1.0117 2022-09-18 10:57:25,785 - mmdet - INFO - Epoch [26][7300/7330] lr: 1.000e-04, eta: 11:41:38, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1569, s0.acc: 94.4670, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2036, s1.loss_cls: 0.0752, s1.acc: 94.5681, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1050, s2.loss_cls: 0.0373, s2.acc: 94.5057, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0504, loss: 1.0474 2022-09-18 10:57:50,454 - mmdet - INFO - Saving checkpoint at 26 epochs 2022-09-18 10:59:36,987 - mmdet - INFO - Evaluating bbox... 2022-09-18 11:00:03,523 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.482 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.670 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.518 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.320 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.515 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.455 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 ] = 0.769 2022-09-18 11:00:03,523 - mmdet - INFO - Evaluating segm... 2022-09-18 11:00:34,922 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.420 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.644 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.455 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.233 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.450 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.609 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.375 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.578 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.706 2022-09-18 11:00:35,336 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 11:00:35,337 - mmdet - INFO - Epoch(val) [26][313] bbox_mAP: 0.4820, bbox_mAP_50: 0.6700, bbox_mAP_75: 0.5180, bbox_mAP_s: 0.3200, bbox_mAP_m: 0.5150, bbox_mAP_l: 0.6350, bbox_mAP_copypaste: 0.482 0.670 0.518 0.320 0.515 0.635, segm_mAP: 0.4200, segm_mAP_50: 0.6440, segm_mAP_75: 0.4550, segm_mAP_s: 0.2330, segm_mAP_m: 0.4500, segm_mAP_l: 0.6090, segm_mAP_copypaste: 0.420 0.644 0.455 0.233 0.450 0.609 2022-09-18 11:02:48,938 - mmdet - INFO - Epoch [27][50/7330] lr: 1.000e-04, eta: 11:41:26, time: 2.671, data_time: 2.085, memory: 12703, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1586, s0.acc: 94.2671, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2087, s1.loss_cls: 0.0752, s1.acc: 94.4204, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1062, s2.loss_cls: 0.0376, s2.acc: 94.3238, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0507, loss: 1.0801 2022-09-18 11:03:17,668 - mmdet - INFO - Epoch [27][100/7330] lr: 1.000e-04, eta: 11:40:57, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1477, s0.acc: 94.8408, s0.loss_bbox: 0.2091, s0.loss_mask: 0.1971, s1.loss_cls: 0.0711, s1.acc: 94.9252, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1027, s2.loss_cls: 0.0351, s2.acc: 94.8338, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0496, loss: 1.0029 2022-09-18 11:03:47,011 - mmdet - INFO - Epoch [27][150/7330] lr: 1.000e-04, eta: 11:40:28, time: 0.587, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1640, s0.acc: 94.2517, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2121, s1.loss_cls: 0.0787, s1.acc: 94.3399, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1096, s2.loss_cls: 0.0389, s2.acc: 94.2808, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0523, loss: 1.0887 2022-09-18 11:04:15,293 - mmdet - INFO - Epoch [27][200/7330] lr: 1.000e-04, eta: 11:40:00, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1518, s0.acc: 94.6619, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2103, s1.loss_cls: 0.0732, s1.acc: 94.6833, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1070, s2.loss_cls: 0.0357, s2.acc: 94.7138, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0513, loss: 1.0489 2022-09-18 11:04:44,398 - mmdet - INFO - Epoch [27][250/7330] lr: 1.000e-04, eta: 11:39:31, time: 0.582, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1582, s0.acc: 94.3921, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2090, s1.loss_cls: 0.0758, s1.acc: 94.5930, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1071, s2.loss_cls: 0.0370, s2.acc: 94.5895, s2.loss_bbox: 0.0455, s2.loss_mask: 0.0512, loss: 1.0800 2022-09-18 11:05:12,548 - mmdet - INFO - Epoch [27][300/7330] lr: 1.000e-04, eta: 11:39:02, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1581, s0.acc: 94.4783, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2087, s1.loss_cls: 0.0751, s1.acc: 94.6233, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1082, s2.loss_cls: 0.0374, s2.acc: 94.4503, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0518, loss: 1.0672 2022-09-18 11:05:40,801 - mmdet - INFO - Epoch [27][350/7330] lr: 1.000e-04, eta: 11:38:33, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1515, s0.acc: 94.6887, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2033, s1.loss_cls: 0.0718, s1.acc: 94.8338, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1041, s2.loss_cls: 0.0355, s2.acc: 94.7334, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0502, loss: 1.0328 2022-09-18 11:06:09,216 - mmdet - INFO - Epoch [27][400/7330] lr: 1.000e-04, eta: 11:38:04, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1520, s0.acc: 94.7017, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2067, s1.loss_cls: 0.0720, s1.acc: 94.8965, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1063, s2.loss_cls: 0.0358, s2.acc: 94.6616, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0509, loss: 1.0440 2022-09-18 11:06:37,557 - mmdet - INFO - Epoch [27][450/7330] lr: 1.000e-04, eta: 11:37:35, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1473, s0.acc: 94.8608, s0.loss_bbox: 0.2167, s0.loss_mask: 0.1997, s1.loss_cls: 0.0708, s1.acc: 94.9132, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1028, s2.loss_cls: 0.0354, s2.acc: 94.7958, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0495, loss: 1.0150 2022-09-18 11:07:06,297 - mmdet - INFO - Epoch [27][500/7330] lr: 1.000e-04, eta: 11:37:07, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1483, s0.acc: 94.8374, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2042, s1.loss_cls: 0.0704, s1.acc: 95.0066, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1042, s2.loss_cls: 0.0350, s2.acc: 94.8780, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0499, loss: 1.0240 2022-09-18 11:07:34,747 - mmdet - INFO - Epoch [27][550/7330] lr: 1.000e-04, eta: 11:36:38, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1543, s0.acc: 94.7495, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2061, s1.loss_cls: 0.0731, s1.acc: 94.8933, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1055, s2.loss_cls: 0.0365, s2.acc: 94.6912, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0506, loss: 1.0480 2022-09-18 11:08:03,037 - mmdet - INFO - Epoch [27][600/7330] lr: 1.000e-04, eta: 11:36:09, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1456, s0.acc: 94.8948, s0.loss_bbox: 0.2105, s0.loss_mask: 0.1941, s1.loss_cls: 0.0688, s1.acc: 95.0611, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1002, s2.loss_cls: 0.0333, s2.acc: 95.0989, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0481, loss: 0.9883 2022-09-18 11:08:31,201 - mmdet - INFO - Epoch [27][650/7330] lr: 1.000e-04, eta: 11:35:40, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1572, s0.acc: 94.4307, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2073, s1.loss_cls: 0.0752, s1.acc: 94.5100, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1066, s2.loss_cls: 0.0374, s2.acc: 94.4116, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0513, loss: 1.0686 2022-09-18 11:09:00,061 - mmdet - INFO - Epoch [27][700/7330] lr: 1.000e-04, eta: 11:35:11, time: 0.577, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1572, s0.acc: 94.4080, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2096, s1.loss_cls: 0.0751, s1.acc: 94.5284, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1076, s2.loss_cls: 0.0382, s2.acc: 94.2696, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0511, loss: 1.0700 2022-09-18 11:09:28,259 - mmdet - INFO - Epoch [27][750/7330] lr: 1.000e-04, eta: 11:34:42, time: 0.565, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1542, s0.acc: 94.5876, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2016, s1.loss_cls: 0.0735, s1.acc: 94.6984, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1039, s2.loss_cls: 0.0366, s2.acc: 94.5935, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0498, loss: 1.0313 2022-09-18 11:09:57,104 - mmdet - INFO - Epoch [27][800/7330] lr: 1.000e-04, eta: 11:34:14, time: 0.577, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1550, s0.acc: 94.5308, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2062, s1.loss_cls: 0.0739, s1.acc: 94.6305, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1054, s2.loss_cls: 0.0360, s2.acc: 94.6054, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0508, loss: 1.0411 2022-09-18 11:10:25,604 - mmdet - INFO - Epoch [27][850/7330] lr: 1.000e-04, eta: 11:33:45, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1574, s0.acc: 94.4055, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2053, s1.loss_cls: 0.0753, s1.acc: 94.5174, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1060, s2.loss_cls: 0.0371, s2.acc: 94.5208, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0504, loss: 1.0691 2022-09-18 11:10:54,248 - mmdet - INFO - Epoch [27][900/7330] lr: 1.000e-04, eta: 11:33:16, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1508, s0.acc: 94.6023, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2056, s1.loss_cls: 0.0719, s1.acc: 94.7229, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1060, s2.loss_cls: 0.0359, s2.acc: 94.6495, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0509, loss: 1.0388 2022-09-18 11:11:22,541 - mmdet - INFO - Epoch [27][950/7330] lr: 1.000e-04, eta: 11:32:47, time: 0.569, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1501, s0.acc: 94.7322, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2062, s1.loss_cls: 0.0723, s1.acc: 94.7632, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1062, s2.loss_cls: 0.0359, s2.acc: 94.7303, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0506, loss: 1.0393 2022-09-18 11:11:50,772 - mmdet - INFO - Epoch [27][1000/7330] lr: 1.000e-04, eta: 11:32:18, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1496, s0.acc: 94.8074, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2006, s1.loss_cls: 0.0717, s1.acc: 94.8754, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1039, s2.loss_cls: 0.0361, s2.acc: 94.8088, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0496, loss: 1.0161 2022-09-18 11:12:19,477 - mmdet - INFO - Epoch [27][1050/7330] lr: 1.000e-04, eta: 11:31:50, time: 0.575, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1504, s0.acc: 94.7493, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2054, s1.loss_cls: 0.0726, s1.acc: 94.8775, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1061, s2.loss_cls: 0.0361, s2.acc: 94.7135, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0511, loss: 1.0335 2022-09-18 11:12:47,591 - mmdet - INFO - Epoch [27][1100/7330] lr: 1.000e-04, eta: 11:31:21, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1436, s0.acc: 94.9541, s0.loss_bbox: 0.2106, s0.loss_mask: 0.1995, s1.loss_cls: 0.0691, s1.acc: 95.0237, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1032, s2.loss_cls: 0.0350, s2.acc: 94.7736, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0493, loss: 0.9981 2022-09-18 11:13:15,470 - mmdet - INFO - Epoch [27][1150/7330] lr: 1.000e-04, eta: 11:30:52, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1476, s0.acc: 94.8708, s0.loss_bbox: 0.2118, s0.loss_mask: 0.1996, s1.loss_cls: 0.0701, s1.acc: 95.0155, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1033, s2.loss_cls: 0.0354, s2.acc: 94.8004, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0496, loss: 1.0043 2022-09-18 11:13:43,721 - mmdet - INFO - Epoch [27][1200/7330] lr: 1.000e-04, eta: 11:30:23, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1586, s0.acc: 94.4390, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2124, s1.loss_cls: 0.0761, s1.acc: 94.5265, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1080, s2.loss_cls: 0.0376, s2.acc: 94.4854, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0514, loss: 1.0781 2022-09-18 11:14:12,271 - mmdet - INFO - Epoch [27][1250/7330] lr: 1.000e-04, eta: 11:29:54, time: 0.571, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1638, s0.acc: 94.3052, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2095, s1.loss_cls: 0.0784, s1.acc: 94.3473, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1072, s2.loss_cls: 0.0387, s2.acc: 94.2545, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0514, loss: 1.0802 2022-09-18 11:14:41,025 - mmdet - INFO - Epoch [27][1300/7330] lr: 1.000e-04, eta: 11:29:25, time: 0.575, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1511, s0.acc: 94.7363, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2005, s1.loss_cls: 0.0724, s1.acc: 94.8364, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1030, s2.loss_cls: 0.0361, s2.acc: 94.6150, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0494, loss: 1.0312 2022-09-18 11:15:09,011 - mmdet - INFO - Epoch [27][1350/7330] lr: 1.000e-04, eta: 11:28:56, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1547, s0.acc: 94.5117, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2056, s1.loss_cls: 0.0749, s1.acc: 94.5811, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1058, s2.loss_cls: 0.0370, s2.acc: 94.5227, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0508, loss: 1.0531 2022-09-18 11:15:37,337 - mmdet - INFO - Epoch [27][1400/7330] lr: 1.000e-04, eta: 11:28:27, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1532, s0.acc: 94.6296, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2028, s1.loss_cls: 0.0735, s1.acc: 94.6631, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1040, s2.loss_cls: 0.0366, s2.acc: 94.5478, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0497, loss: 1.0435 2022-09-18 11:16:05,679 - mmdet - INFO - Epoch [27][1450/7330] lr: 1.000e-04, eta: 11:27:58, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1611, s0.acc: 94.4500, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2039, s1.loss_cls: 0.0766, s1.acc: 94.5858, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1047, s2.loss_cls: 0.0380, s2.acc: 94.5093, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0502, loss: 1.0594 2022-09-18 11:16:34,113 - mmdet - INFO - Epoch [27][1500/7330] lr: 1.000e-04, eta: 11:27:30, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1581, s0.acc: 94.4746, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2037, s1.loss_cls: 0.0761, s1.acc: 94.5582, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1045, s2.loss_cls: 0.0373, s2.acc: 94.4827, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0501, loss: 1.0513 2022-09-18 11:17:02,301 - mmdet - INFO - Epoch [27][1550/7330] lr: 1.000e-04, eta: 11:27:01, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1497, s0.acc: 94.8052, s0.loss_bbox: 0.2167, s0.loss_mask: 0.1998, s1.loss_cls: 0.0712, s1.acc: 94.8909, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1040, s2.loss_cls: 0.0356, s2.acc: 94.7692, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0503, loss: 1.0206 2022-09-18 11:17:30,567 - mmdet - INFO - Epoch [27][1600/7330] lr: 1.000e-04, eta: 11:26:32, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1557, s0.acc: 94.6448, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2036, s1.loss_cls: 0.0749, s1.acc: 94.7489, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1055, s2.loss_cls: 0.0373, s2.acc: 94.6170, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0507, loss: 1.0459 2022-09-18 11:17:58,842 - mmdet - INFO - Epoch [27][1650/7330] lr: 1.000e-04, eta: 11:26:03, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1622, s0.acc: 94.3530, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2055, s1.loss_cls: 0.0783, s1.acc: 94.4036, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1057, s2.loss_cls: 0.0386, s2.acc: 94.3046, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0506, loss: 1.0635 2022-09-18 11:18:26,890 - mmdet - INFO - Epoch [27][1700/7330] lr: 1.000e-04, eta: 11:25:34, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1601, s0.acc: 94.4006, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2061, s1.loss_cls: 0.0758, s1.acc: 94.5963, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1057, s2.loss_cls: 0.0379, s2.acc: 94.4883, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0507, loss: 1.0628 2022-09-18 11:18:55,613 - mmdet - INFO - Epoch [27][1750/7330] lr: 1.000e-04, eta: 11:25:05, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1626, s0.acc: 94.2944, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2093, s1.loss_cls: 0.0781, s1.acc: 94.4577, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1075, s2.loss_cls: 0.0388, s2.acc: 94.3881, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0515, loss: 1.0815 2022-09-18 11:19:23,689 - mmdet - INFO - Epoch [27][1800/7330] lr: 1.000e-04, eta: 11:24:36, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1512, s0.acc: 94.6357, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2057, s1.loss_cls: 0.0729, s1.acc: 94.6388, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1071, s2.loss_cls: 0.0364, s2.acc: 94.5647, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0514, loss: 1.0362 2022-09-18 11:19:52,025 - mmdet - INFO - Epoch [27][1850/7330] lr: 1.000e-04, eta: 11:24:07, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1660, s0.acc: 94.2864, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2139, s1.loss_cls: 0.0800, s1.acc: 94.3397, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1097, s2.loss_cls: 0.0395, s2.acc: 94.2758, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0524, loss: 1.0934 2022-09-18 11:20:20,031 - mmdet - INFO - Epoch [27][1900/7330] lr: 1.000e-04, eta: 11:23:38, time: 0.560, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1572, s0.acc: 94.6013, s0.loss_bbox: 0.2128, s0.loss_mask: 0.1995, s1.loss_cls: 0.0752, s1.acc: 94.6606, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1023, s2.loss_cls: 0.0380, s2.acc: 94.4071, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0491, loss: 1.0267 2022-09-18 11:20:48,103 - mmdet - INFO - Epoch [27][1950/7330] lr: 1.000e-04, eta: 11:23:09, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1579, s0.acc: 94.5398, s0.loss_bbox: 0.2234, s0.loss_mask: 0.1987, s1.loss_cls: 0.0742, s1.acc: 94.6544, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1023, s2.loss_cls: 0.0371, s2.acc: 94.4752, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0492, loss: 1.0436 2022-09-18 11:21:16,492 - mmdet - INFO - Epoch [27][2000/7330] lr: 1.000e-04, eta: 11:22:41, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1533, s0.acc: 94.5874, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2062, s1.loss_cls: 0.0729, s1.acc: 94.7068, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1052, s2.loss_cls: 0.0360, s2.acc: 94.5936, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0506, loss: 1.0395 2022-09-18 11:21:44,731 - mmdet - INFO - Epoch [27][2050/7330] lr: 1.000e-04, eta: 11:22:12, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1522, s0.acc: 94.5859, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2095, s1.loss_cls: 0.0733, s1.acc: 94.6543, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1069, s2.loss_cls: 0.0365, s2.acc: 94.5079, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0512, loss: 1.0617 2022-09-18 11:22:12,587 - mmdet - INFO - Epoch [27][2100/7330] lr: 1.000e-04, eta: 11:21:43, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1568, s0.acc: 94.5574, s0.loss_bbox: 0.2200, s0.loss_mask: 0.1984, s1.loss_cls: 0.0750, s1.acc: 94.6863, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1021, s2.loss_cls: 0.0369, s2.acc: 94.5908, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0490, loss: 1.0365 2022-09-18 11:22:40,146 - mmdet - INFO - Epoch [27][2150/7330] lr: 1.000e-04, eta: 11:21:13, time: 0.552, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1501, s0.acc: 94.7295, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2054, s1.loss_cls: 0.0731, s1.acc: 94.7300, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1054, s2.loss_cls: 0.0367, s2.acc: 94.5735, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0500, loss: 1.0220 2022-09-18 11:23:08,041 - mmdet - INFO - Epoch [27][2200/7330] lr: 1.000e-04, eta: 11:20:44, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1571, s0.acc: 94.4187, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2062, s1.loss_cls: 0.0755, s1.acc: 94.5132, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1058, s2.loss_cls: 0.0375, s2.acc: 94.4209, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0507, loss: 1.0567 2022-09-18 11:23:35,895 - mmdet - INFO - Epoch [27][2250/7330] lr: 1.000e-04, eta: 11:20:15, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1569, s0.acc: 94.6328, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2045, s1.loss_cls: 0.0754, s1.acc: 94.6859, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1055, s2.loss_cls: 0.0370, s2.acc: 94.6279, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0504, loss: 1.0428 2022-09-18 11:24:04,303 - mmdet - INFO - Epoch [27][2300/7330] lr: 1.000e-04, eta: 11:19:47, time: 0.568, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1527, s0.acc: 94.6775, s0.loss_bbox: 0.2199, s0.loss_mask: 0.1998, s1.loss_cls: 0.0728, s1.acc: 94.8082, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1035, s2.loss_cls: 0.0363, s2.acc: 94.6695, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0495, loss: 1.0255 2022-09-18 11:24:32,113 - mmdet - INFO - Epoch [27][2350/7330] lr: 1.000e-04, eta: 11:19:17, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1503, s0.acc: 94.6807, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2023, s1.loss_cls: 0.0718, s1.acc: 94.7941, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1031, s2.loss_cls: 0.0357, s2.acc: 94.7424, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0497, loss: 1.0196 2022-09-18 11:25:00,142 - mmdet - INFO - Epoch [27][2400/7330] lr: 1.000e-04, eta: 11:18:49, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1625, s0.acc: 94.4246, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2142, s1.loss_cls: 0.0773, s1.acc: 94.5190, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1093, s2.loss_cls: 0.0380, s2.acc: 94.4283, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0525, loss: 1.0815 2022-09-18 11:25:28,743 - mmdet - INFO - Epoch [27][2450/7330] lr: 1.000e-04, eta: 11:18:20, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1610, s0.acc: 94.3774, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2110, s1.loss_cls: 0.0772, s1.acc: 94.4242, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1088, s2.loss_cls: 0.0387, s2.acc: 94.1796, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0520, loss: 1.0815 2022-09-18 11:25:56,812 - mmdet - INFO - Epoch [27][2500/7330] lr: 1.000e-04, eta: 11:17:51, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1486, s0.acc: 94.7341, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2040, s1.loss_cls: 0.0720, s1.acc: 94.8493, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1048, s2.loss_cls: 0.0357, s2.acc: 94.6941, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0504, loss: 1.0321 2022-09-18 11:26:24,620 - mmdet - INFO - Epoch [27][2550/7330] lr: 1.000e-04, eta: 11:17:22, time: 0.556, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1572, s0.acc: 94.6272, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2069, s1.loss_cls: 0.0743, s1.acc: 94.6317, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1069, s2.loss_cls: 0.0369, s2.acc: 94.5853, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0514, loss: 1.0493 2022-09-18 11:26:52,903 - mmdet - INFO - Epoch [27][2600/7330] lr: 1.000e-04, eta: 11:16:53, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1496, s0.acc: 94.7363, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2077, s1.loss_cls: 0.0716, s1.acc: 94.8156, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1056, s2.loss_cls: 0.0359, s2.acc: 94.7084, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0505, loss: 1.0405 2022-09-18 11:27:20,987 - mmdet - INFO - Epoch [27][2650/7330] lr: 1.000e-04, eta: 11:16:24, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1602, s0.acc: 94.3887, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2096, s1.loss_cls: 0.0769, s1.acc: 94.3937, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1072, s2.loss_cls: 0.0386, s2.acc: 94.3115, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0509, loss: 1.0694 2022-09-18 11:27:49,563 - mmdet - INFO - Epoch [27][2700/7330] lr: 1.000e-04, eta: 11:15:55, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1483, s0.acc: 94.7288, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2010, s1.loss_cls: 0.0715, s1.acc: 94.8144, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1038, s2.loss_cls: 0.0361, s2.acc: 94.6841, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0498, loss: 1.0230 2022-09-18 11:28:17,647 - mmdet - INFO - Epoch [27][2750/7330] lr: 1.000e-04, eta: 11:15:26, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1571, s0.acc: 94.4988, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2055, s1.loss_cls: 0.0767, s1.acc: 94.4914, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1048, s2.loss_cls: 0.0378, s2.acc: 94.3179, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0504, loss: 1.0511 2022-09-18 11:28:45,682 - mmdet - INFO - Epoch [27][2800/7330] lr: 1.000e-04, eta: 11:14:57, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1604, s0.acc: 94.3657, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2065, s1.loss_cls: 0.0770, s1.acc: 94.5037, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1057, s2.loss_cls: 0.0381, s2.acc: 94.4151, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0505, loss: 1.0734 2022-09-18 11:29:14,199 - mmdet - INFO - Epoch [27][2850/7330] lr: 1.000e-04, eta: 11:14:28, time: 0.571, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1705, s0.acc: 94.0544, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2091, s1.loss_cls: 0.0825, s1.acc: 94.0825, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1066, s2.loss_cls: 0.0404, s2.acc: 94.0898, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0512, loss: 1.1015 2022-09-18 11:29:42,572 - mmdet - INFO - Epoch [27][2900/7330] lr: 1.000e-04, eta: 11:14:00, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1574, s0.acc: 94.5149, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2105, s1.loss_cls: 0.0750, s1.acc: 94.5280, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1084, s2.loss_cls: 0.0369, s2.acc: 94.4904, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0523, loss: 1.0622 2022-09-18 11:30:10,566 - mmdet - INFO - Epoch [27][2950/7330] lr: 1.000e-04, eta: 11:13:31, time: 0.559, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1466, s0.acc: 94.8364, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2043, s1.loss_cls: 0.0701, s1.acc: 94.9478, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1059, s2.loss_cls: 0.0350, s2.acc: 94.8392, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0509, loss: 1.0175 2022-09-18 11:30:39,062 - mmdet - INFO - Epoch [27][3000/7330] lr: 1.000e-04, eta: 11:13:02, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1517, s0.acc: 94.6934, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2096, s1.loss_cls: 0.0722, s1.acc: 94.8773, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1084, s2.loss_cls: 0.0358, s2.acc: 94.7144, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0516, loss: 1.0381 2022-09-18 11:31:06,656 - mmdet - INFO - Epoch [27][3050/7330] lr: 1.000e-04, eta: 11:12:33, time: 0.552, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1492, s0.acc: 94.7546, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2016, s1.loss_cls: 0.0726, s1.acc: 94.7762, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1037, s2.loss_cls: 0.0362, s2.acc: 94.6153, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0501, loss: 1.0209 2022-09-18 11:31:34,997 - mmdet - INFO - Epoch [27][3100/7330] lr: 1.000e-04, eta: 11:12:04, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1657, s0.acc: 94.2400, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2097, s1.loss_cls: 0.0784, s1.acc: 94.3864, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1076, s2.loss_cls: 0.0391, s2.acc: 94.1960, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0513, loss: 1.0899 2022-09-18 11:32:03,013 - mmdet - INFO - Epoch [27][3150/7330] lr: 1.000e-04, eta: 11:11:35, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1525, s0.acc: 94.5125, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2053, s1.loss_cls: 0.0736, s1.acc: 94.6276, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1056, s2.loss_cls: 0.0360, s2.acc: 94.5633, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0511, loss: 1.0443 2022-09-18 11:32:31,133 - mmdet - INFO - Epoch [27][3200/7330] lr: 1.000e-04, eta: 11:11:06, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1573, s0.acc: 94.5369, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2124, s1.loss_cls: 0.0761, s1.acc: 94.5856, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1078, s2.loss_cls: 0.0372, s2.acc: 94.6526, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0516, loss: 1.0616 2022-09-18 11:32:58,940 - mmdet - INFO - Epoch [27][3250/7330] lr: 1.000e-04, eta: 11:10:37, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1507, s0.acc: 94.7490, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2048, s1.loss_cls: 0.0718, s1.acc: 94.8831, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1056, s2.loss_cls: 0.0354, s2.acc: 94.7510, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0507, loss: 1.0292 2022-09-18 11:33:27,085 - mmdet - INFO - Epoch [27][3300/7330] lr: 1.000e-04, eta: 11:10:08, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1602, s0.acc: 94.4568, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2105, s1.loss_cls: 0.0757, s1.acc: 94.6810, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1081, s2.loss_cls: 0.0372, s2.acc: 94.6159, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0520, loss: 1.0656 2022-09-18 11:33:55,740 - mmdet - INFO - Epoch [27][3350/7330] lr: 1.000e-04, eta: 11:09:39, time: 0.575, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1517, s0.acc: 94.6050, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2085, s1.loss_cls: 0.0736, s1.acc: 94.6873, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1068, s2.loss_cls: 0.0365, s2.acc: 94.6034, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0513, loss: 1.0437 2022-09-18 11:34:24,150 - mmdet - INFO - Epoch [27][3400/7330] lr: 1.000e-04, eta: 11:09:10, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1577, s0.acc: 94.4800, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2034, s1.loss_cls: 0.0771, s1.acc: 94.4598, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1047, s2.loss_cls: 0.0382, s2.acc: 94.3064, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0503, loss: 1.0537 2022-09-18 11:34:52,100 - mmdet - INFO - Epoch [27][3450/7330] lr: 1.000e-04, eta: 11:08:41, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1444, s0.acc: 95.0583, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2012, s1.loss_cls: 0.0695, s1.acc: 95.0944, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1040, s2.loss_cls: 0.0347, s2.acc: 94.9787, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0501, loss: 1.0041 2022-09-18 11:35:20,085 - mmdet - INFO - Epoch [27][3500/7330] lr: 1.000e-04, eta: 11:08:12, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1520, s0.acc: 94.6509, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2045, s1.loss_cls: 0.0732, s1.acc: 94.6845, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1060, s2.loss_cls: 0.0366, s2.acc: 94.6018, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0504, loss: 1.0454 2022-09-18 11:35:47,995 - mmdet - INFO - Epoch [27][3550/7330] lr: 1.000e-04, eta: 11:07:43, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1574, s0.acc: 94.4866, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2072, s1.loss_cls: 0.0739, s1.acc: 94.6678, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1067, s2.loss_cls: 0.0372, s2.acc: 94.4954, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0507, loss: 1.0660 2022-09-18 11:36:15,874 - mmdet - INFO - Epoch [27][3600/7330] lr: 1.000e-04, eta: 11:07:14, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1576, s0.acc: 94.5764, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2084, s1.loss_cls: 0.0762, s1.acc: 94.5481, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1068, s2.loss_cls: 0.0379, s2.acc: 94.4371, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0514, loss: 1.0565 2022-09-18 11:36:44,026 - mmdet - INFO - Epoch [27][3650/7330] lr: 1.000e-04, eta: 11:06:45, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1607, s0.acc: 94.2705, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2113, s1.loss_cls: 0.0775, s1.acc: 94.2861, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1078, s2.loss_cls: 0.0389, s2.acc: 94.0761, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0516, loss: 1.0905 2022-09-18 11:37:12,859 - mmdet - INFO - Epoch [27][3700/7330] lr: 1.000e-04, eta: 11:06:17, time: 0.577, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1589, s0.acc: 94.3586, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2106, s1.loss_cls: 0.0758, s1.acc: 94.4709, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1082, s2.loss_cls: 0.0381, s2.acc: 94.2676, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0516, loss: 1.0738 2022-09-18 11:37:41,734 - mmdet - INFO - Epoch [27][3750/7330] lr: 1.000e-04, eta: 11:05:48, time: 0.577, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1543, s0.acc: 94.4805, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2057, s1.loss_cls: 0.0741, s1.acc: 94.5540, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1050, s2.loss_cls: 0.0366, s2.acc: 94.5090, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0506, loss: 1.0531 2022-09-18 11:38:10,226 - mmdet - INFO - Epoch [27][3800/7330] lr: 1.000e-04, eta: 11:05:19, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1511, s0.acc: 94.7749, s0.loss_bbox: 0.2108, s0.loss_mask: 0.1976, s1.loss_cls: 0.0728, s1.acc: 94.8319, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1016, s2.loss_cls: 0.0368, s2.acc: 94.6996, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0487, loss: 1.0097 2022-09-18 11:38:38,351 - mmdet - INFO - Epoch [27][3850/7330] lr: 1.000e-04, eta: 11:04:50, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1522, s0.acc: 94.5959, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2043, s1.loss_cls: 0.0732, s1.acc: 94.6958, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1048, s2.loss_cls: 0.0363, s2.acc: 94.5634, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0502, loss: 1.0450 2022-09-18 11:39:06,212 - mmdet - INFO - Epoch [27][3900/7330] lr: 1.000e-04, eta: 11:04:21, time: 0.557, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1543, s0.acc: 94.5718, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2101, s1.loss_cls: 0.0732, s1.acc: 94.6822, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1080, s2.loss_cls: 0.0360, s2.acc: 94.5352, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0514, loss: 1.0660 2022-09-18 11:39:34,214 - mmdet - INFO - Epoch [27][3950/7330] lr: 1.000e-04, eta: 11:03:52, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1621, s0.acc: 94.2981, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2081, s1.loss_cls: 0.0766, s1.acc: 94.4269, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1066, s2.loss_cls: 0.0374, s2.acc: 94.3826, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0511, loss: 1.0772 2022-09-18 11:40:02,191 - mmdet - INFO - Epoch [27][4000/7330] lr: 1.000e-04, eta: 11:03:23, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1615, s0.acc: 94.2988, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2142, s1.loss_cls: 0.0779, s1.acc: 94.4300, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1083, s2.loss_cls: 0.0385, s2.acc: 94.3261, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0519, loss: 1.0865 2022-09-18 11:40:30,569 - mmdet - INFO - Epoch [27][4050/7330] lr: 1.000e-04, eta: 11:02:54, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1530, s0.acc: 94.5500, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2086, s1.loss_cls: 0.0744, s1.acc: 94.5761, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1066, s2.loss_cls: 0.0370, s2.acc: 94.5036, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0509, loss: 1.0462 2022-09-18 11:40:58,811 - mmdet - INFO - Epoch [27][4100/7330] lr: 1.000e-04, eta: 11:02:26, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1540, s0.acc: 94.5361, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2022, s1.loss_cls: 0.0746, s1.acc: 94.5936, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1038, s2.loss_cls: 0.0371, s2.acc: 94.4779, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0495, loss: 1.0392 2022-09-18 11:41:27,872 - mmdet - INFO - Epoch [27][4150/7330] lr: 1.000e-04, eta: 11:01:57, time: 0.581, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1686, s0.acc: 94.1270, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2061, s1.loss_cls: 0.0807, s1.acc: 94.2511, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1056, s2.loss_cls: 0.0404, s2.acc: 94.0674, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0503, loss: 1.0829 2022-09-18 11:41:56,234 - mmdet - INFO - Epoch [27][4200/7330] lr: 1.000e-04, eta: 11:01:28, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1615, s0.acc: 94.3386, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2094, s1.loss_cls: 0.0782, s1.acc: 94.3819, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1067, s2.loss_cls: 0.0390, s2.acc: 94.1741, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0509, loss: 1.0818 2022-09-18 11:42:24,742 - mmdet - INFO - Epoch [27][4250/7330] lr: 1.000e-04, eta: 11:00:59, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1615, s0.acc: 94.2964, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2069, s1.loss_cls: 0.0778, s1.acc: 94.3784, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1065, s2.loss_cls: 0.0385, s2.acc: 94.2009, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0511, loss: 1.0750 2022-09-18 11:42:53,054 - mmdet - INFO - Epoch [27][4300/7330] lr: 1.000e-04, eta: 11:00:30, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1675, s0.acc: 94.2375, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2103, s1.loss_cls: 0.0812, s1.acc: 94.2806, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1075, s2.loss_cls: 0.0401, s2.acc: 94.1510, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0517, loss: 1.0889 2022-09-18 11:43:21,146 - mmdet - INFO - Epoch [27][4350/7330] lr: 1.000e-04, eta: 11:00:02, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1571, s0.acc: 94.4822, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2019, s1.loss_cls: 0.0754, s1.acc: 94.5376, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1042, s2.loss_cls: 0.0372, s2.acc: 94.5429, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0497, loss: 1.0501 2022-09-18 11:43:49,183 - mmdet - INFO - Epoch [27][4400/7330] lr: 1.000e-04, eta: 10:59:33, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1666, s0.acc: 94.2024, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2107, s1.loss_cls: 0.0799, s1.acc: 94.3297, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1075, s2.loss_cls: 0.0395, s2.acc: 94.0823, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0512, loss: 1.0884 2022-09-18 11:44:16,742 - mmdet - INFO - Epoch [27][4450/7330] lr: 1.000e-04, eta: 10:59:03, time: 0.550, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1595, s0.acc: 94.4644, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2029, s1.loss_cls: 0.0770, s1.acc: 94.4586, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1041, s2.loss_cls: 0.0376, s2.acc: 94.4756, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0500, loss: 1.0469 2022-09-18 11:44:45,027 - mmdet - INFO - Epoch [27][4500/7330] lr: 1.000e-04, eta: 10:58:35, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1551, s0.acc: 94.5840, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2058, s1.loss_cls: 0.0743, s1.acc: 94.6946, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1059, s2.loss_cls: 0.0371, s2.acc: 94.5624, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0509, loss: 1.0520 2022-09-18 11:45:14,072 - mmdet - INFO - Epoch [27][4550/7330] lr: 1.000e-04, eta: 10:58:06, time: 0.581, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1571, s0.acc: 94.4963, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2073, s1.loss_cls: 0.0754, s1.acc: 94.5723, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1071, s2.loss_cls: 0.0378, s2.acc: 94.3640, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0514, loss: 1.0595 2022-09-18 11:45:42,016 - mmdet - INFO - Epoch [27][4600/7330] lr: 1.000e-04, eta: 10:57:37, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1529, s0.acc: 94.6448, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2020, s1.loss_cls: 0.0742, s1.acc: 94.7365, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1044, s2.loss_cls: 0.0369, s2.acc: 94.5751, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0503, loss: 1.0427 2022-09-18 11:46:10,205 - mmdet - INFO - Epoch [27][4650/7330] lr: 1.000e-04, eta: 10:57:08, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1616, s0.acc: 94.2864, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2100, s1.loss_cls: 0.0772, s1.acc: 94.3864, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1089, s2.loss_cls: 0.0386, s2.acc: 94.2156, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0522, loss: 1.0824 2022-09-18 11:46:38,184 - mmdet - INFO - Epoch [27][4700/7330] lr: 1.000e-04, eta: 10:56:39, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1573, s0.acc: 94.4829, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2078, s1.loss_cls: 0.0768, s1.acc: 94.4774, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1061, s2.loss_cls: 0.0384, s2.acc: 94.3934, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0506, loss: 1.0587 2022-09-18 11:47:06,709 - mmdet - INFO - Epoch [27][4750/7330] lr: 1.000e-04, eta: 10:56:10, time: 0.571, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1563, s0.acc: 94.4998, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2078, s1.loss_cls: 0.0764, s1.acc: 94.4979, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1067, s2.loss_cls: 0.0378, s2.acc: 94.4323, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0507, loss: 1.0677 2022-09-18 11:47:35,148 - mmdet - INFO - Epoch [27][4800/7330] lr: 1.000e-04, eta: 10:55:41, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1620, s0.acc: 94.3989, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2117, s1.loss_cls: 0.0779, s1.acc: 94.4637, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1082, s2.loss_cls: 0.0385, s2.acc: 94.2625, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0519, loss: 1.0832 2022-09-18 11:48:03,303 - mmdet - INFO - Epoch [27][4850/7330] lr: 1.000e-04, eta: 10:55:13, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1584, s0.acc: 94.5686, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2067, s1.loss_cls: 0.0756, s1.acc: 94.5770, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1066, s2.loss_cls: 0.0377, s2.acc: 94.4291, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0513, loss: 1.0541 2022-09-18 11:48:31,154 - mmdet - INFO - Epoch [27][4900/7330] lr: 1.000e-04, eta: 10:54:44, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1589, s0.acc: 94.5459, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2068, s1.loss_cls: 0.0761, s1.acc: 94.5751, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1065, s2.loss_cls: 0.0376, s2.acc: 94.5035, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0507, loss: 1.0484 2022-09-18 11:48:59,310 - mmdet - INFO - Epoch [27][4950/7330] lr: 1.000e-04, eta: 10:54:15, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1577, s0.acc: 94.4773, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2142, s1.loss_cls: 0.0752, s1.acc: 94.5875, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1086, s2.loss_cls: 0.0372, s2.acc: 94.5250, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0517, loss: 1.0600 2022-09-18 11:49:28,028 - mmdet - INFO - Epoch [27][5000/7330] lr: 1.000e-04, eta: 10:53:46, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1608, s0.acc: 94.4373, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2084, s1.loss_cls: 0.0771, s1.acc: 94.5355, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1070, s2.loss_cls: 0.0377, s2.acc: 94.5107, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0510, loss: 1.0695 2022-09-18 11:49:56,543 - mmdet - INFO - Epoch [27][5050/7330] lr: 1.000e-04, eta: 10:53:17, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1684, s0.acc: 94.2578, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2085, s1.loss_cls: 0.0807, s1.acc: 94.3225, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1073, s2.loss_cls: 0.0399, s2.acc: 94.0625, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0510, loss: 1.0929 2022-09-18 11:50:24,811 - mmdet - INFO - Epoch [27][5100/7330] lr: 1.000e-04, eta: 10:52:48, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1678, s0.acc: 94.1074, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2113, s1.loss_cls: 0.0820, s1.acc: 94.1115, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1082, s2.loss_cls: 0.0403, s2.acc: 94.0852, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0519, loss: 1.0964 2022-09-18 11:50:53,613 - mmdet - INFO - Epoch [27][5150/7330] lr: 1.000e-04, eta: 10:52:20, time: 0.575, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1597, s0.acc: 94.4338, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2082, s1.loss_cls: 0.0777, s1.acc: 94.4639, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1071, s2.loss_cls: 0.0388, s2.acc: 94.3626, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0514, loss: 1.0659 2022-09-18 11:51:21,849 - mmdet - INFO - Epoch [27][5200/7330] lr: 1.000e-04, eta: 10:51:51, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1665, s0.acc: 94.2510, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2039, s1.loss_cls: 0.0802, s1.acc: 94.2617, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1058, s2.loss_cls: 0.0396, s2.acc: 94.2184, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0511, loss: 1.0807 2022-09-18 11:51:49,635 - mmdet - INFO - Epoch [27][5250/7330] lr: 1.000e-04, eta: 10:51:22, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1552, s0.acc: 94.5308, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2072, s1.loss_cls: 0.0748, s1.acc: 94.6224, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1062, s2.loss_cls: 0.0374, s2.acc: 94.4142, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0506, loss: 1.0538 2022-09-18 11:52:17,083 - mmdet - INFO - Epoch [27][5300/7330] lr: 1.000e-04, eta: 10:50:53, time: 0.550, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1513, s0.acc: 94.7061, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2075, s1.loss_cls: 0.0728, s1.acc: 94.7995, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1062, s2.loss_cls: 0.0361, s2.acc: 94.6470, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0507, loss: 1.0349 2022-09-18 11:52:45,510 - mmdet - INFO - Epoch [27][5350/7330] lr: 1.000e-04, eta: 10:50:24, time: 0.568, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1589, s0.acc: 94.4612, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2058, s1.loss_cls: 0.0770, s1.acc: 94.4557, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1059, s2.loss_cls: 0.0380, s2.acc: 94.3396, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0505, loss: 1.0725 2022-09-18 11:53:13,876 - mmdet - INFO - Epoch [27][5400/7330] lr: 1.000e-04, eta: 10:49:55, time: 0.568, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1536, s0.acc: 94.6624, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2050, s1.loss_cls: 0.0739, s1.acc: 94.7692, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1058, s2.loss_cls: 0.0364, s2.acc: 94.6272, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0505, loss: 1.0403 2022-09-18 11:53:41,521 - mmdet - INFO - Epoch [27][5450/7330] lr: 1.000e-04, eta: 10:49:26, time: 0.553, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1577, s0.acc: 94.4902, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2035, s1.loss_cls: 0.0755, s1.acc: 94.5432, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1039, s2.loss_cls: 0.0373, s2.acc: 94.4338, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0496, loss: 1.0390 2022-09-18 11:54:09,670 - mmdet - INFO - Epoch [27][5500/7330] lr: 1.000e-04, eta: 10:48:57, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1658, s0.acc: 94.2625, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2091, s1.loss_cls: 0.0790, s1.acc: 94.3556, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1076, s2.loss_cls: 0.0396, s2.acc: 94.1804, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0514, loss: 1.0986 2022-09-18 11:54:37,197 - mmdet - INFO - Epoch [27][5550/7330] lr: 1.000e-04, eta: 10:48:28, time: 0.550, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1625, s0.acc: 94.4739, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2023, s1.loss_cls: 0.0774, s1.acc: 94.6166, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1036, s2.loss_cls: 0.0383, s2.acc: 94.4975, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0489, loss: 1.0475 2022-09-18 11:55:05,490 - mmdet - INFO - Epoch [27][5600/7330] lr: 1.000e-04, eta: 10:47:59, time: 0.566, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1581, s0.acc: 94.4365, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2104, s1.loss_cls: 0.0780, s1.acc: 94.4185, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1071, s2.loss_cls: 0.0384, s2.acc: 94.3501, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0514, loss: 1.0651 2022-09-18 11:55:33,381 - mmdet - INFO - Epoch [27][5650/7330] lr: 1.000e-04, eta: 10:47:30, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1564, s0.acc: 94.5112, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2056, s1.loss_cls: 0.0754, s1.acc: 94.5242, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1054, s2.loss_cls: 0.0377, s2.acc: 94.4205, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0506, loss: 1.0512 2022-09-18 11:56:01,818 - mmdet - INFO - Epoch [27][5700/7330] lr: 1.000e-04, eta: 10:47:01, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1611, s0.acc: 94.4844, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2045, s1.loss_cls: 0.0768, s1.acc: 94.6086, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1047, s2.loss_cls: 0.0378, s2.acc: 94.5928, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0500, loss: 1.0448 2022-09-18 11:56:29,912 - mmdet - INFO - Epoch [27][5750/7330] lr: 1.000e-04, eta: 10:46:32, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1605, s0.acc: 94.3774, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2104, s1.loss_cls: 0.0774, s1.acc: 94.4431, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1069, s2.loss_cls: 0.0383, s2.acc: 94.2764, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0509, loss: 1.0718 2022-09-18 11:56:58,139 - mmdet - INFO - Epoch [27][5800/7330] lr: 1.000e-04, eta: 10:46:03, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1519, s0.acc: 94.6267, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2059, s1.loss_cls: 0.0726, s1.acc: 94.7098, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1045, s2.loss_cls: 0.0360, s2.acc: 94.5918, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0501, loss: 1.0343 2022-09-18 11:57:26,366 - mmdet - INFO - Epoch [27][5850/7330] lr: 1.000e-04, eta: 10:45:34, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1484, s0.acc: 94.7922, s0.loss_bbox: 0.2138, s0.loss_mask: 0.1994, s1.loss_cls: 0.0702, s1.acc: 94.9053, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1019, s2.loss_cls: 0.0348, s2.acc: 94.8301, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0489, loss: 1.0090 2022-09-18 11:57:54,855 - mmdet - INFO - Epoch [27][5900/7330] lr: 1.000e-04, eta: 10:45:06, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1607, s0.acc: 94.4211, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2073, s1.loss_cls: 0.0769, s1.acc: 94.6060, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1058, s2.loss_cls: 0.0387, s2.acc: 94.3767, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0507, loss: 1.0767 2022-09-18 11:58:22,983 - mmdet - INFO - Epoch [27][5950/7330] lr: 1.000e-04, eta: 10:44:37, time: 0.563, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1545, s0.acc: 94.5886, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2018, s1.loss_cls: 0.0739, s1.acc: 94.7102, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1037, s2.loss_cls: 0.0369, s2.acc: 94.5844, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0496, loss: 1.0353 2022-09-18 11:58:51,484 - mmdet - INFO - Epoch [27][6000/7330] lr: 1.000e-04, eta: 10:44:08, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1610, s0.acc: 94.4229, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2067, s1.loss_cls: 0.0764, s1.acc: 94.5525, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1063, s2.loss_cls: 0.0377, s2.acc: 94.5096, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0509, loss: 1.0652 2022-09-18 11:59:19,528 - mmdet - INFO - Epoch [27][6050/7330] lr: 1.000e-04, eta: 10:43:39, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1533, s0.acc: 94.5962, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2040, s1.loss_cls: 0.0736, s1.acc: 94.7117, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1052, s2.loss_cls: 0.0367, s2.acc: 94.6002, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0507, loss: 1.0478 2022-09-18 11:59:47,927 - mmdet - INFO - Epoch [27][6100/7330] lr: 1.000e-04, eta: 10:43:10, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1593, s0.acc: 94.4905, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2068, s1.loss_cls: 0.0767, s1.acc: 94.5553, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1044, s2.loss_cls: 0.0383, s2.acc: 94.3565, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0502, loss: 1.0600 2022-09-18 12:00:19,949 - mmdet - INFO - Epoch [27][6150/7330] lr: 1.000e-04, eta: 10:42:43, time: 0.639, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1621, s0.acc: 94.3159, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2121, s1.loss_cls: 0.0779, s1.acc: 94.3642, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1082, s2.loss_cls: 0.0383, s2.acc: 94.2986, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0518, loss: 1.0822 2022-09-18 12:00:48,135 - mmdet - INFO - Epoch [27][6200/7330] lr: 1.000e-04, eta: 10:42:14, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1661, s0.acc: 94.2524, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2172, s1.loss_cls: 0.0802, s1.acc: 94.2724, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1092, s2.loss_cls: 0.0394, s2.acc: 94.2429, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0524, loss: 1.0911 2022-09-18 12:01:16,029 - mmdet - INFO - Epoch [27][6250/7330] lr: 1.000e-04, eta: 10:41:45, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1634, s0.acc: 94.2896, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2112, s1.loss_cls: 0.0785, s1.acc: 94.3269, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1076, s2.loss_cls: 0.0388, s2.acc: 94.2055, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0513, loss: 1.0850 2022-09-18 12:01:44,410 - mmdet - INFO - Epoch [27][6300/7330] lr: 1.000e-04, eta: 10:41:16, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1535, s0.acc: 94.5974, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2044, s1.loss_cls: 0.0743, s1.acc: 94.6285, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1044, s2.loss_cls: 0.0368, s2.acc: 94.4785, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0500, loss: 1.0403 2022-09-18 12:02:12,683 - mmdet - INFO - Epoch [27][6350/7330] lr: 1.000e-04, eta: 10:40:47, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1591, s0.acc: 94.3547, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2109, s1.loss_cls: 0.0765, s1.acc: 94.4612, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1083, s2.loss_cls: 0.0383, s2.acc: 94.3214, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0512, loss: 1.0736 2022-09-18 12:02:40,916 - mmdet - INFO - Epoch [27][6400/7330] lr: 1.000e-04, eta: 10:40:18, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1594, s0.acc: 94.4055, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2117, s1.loss_cls: 0.0767, s1.acc: 94.4720, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1093, s2.loss_cls: 0.0382, s2.acc: 94.3044, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0524, loss: 1.0636 2022-09-18 12:03:09,074 - mmdet - INFO - Epoch [27][6450/7330] lr: 1.000e-04, eta: 10:39:49, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1655, s0.acc: 94.3923, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2118, s1.loss_cls: 0.0790, s1.acc: 94.5253, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1076, s2.loss_cls: 0.0388, s2.acc: 94.4183, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0515, loss: 1.0921 2022-09-18 12:03:36,895 - mmdet - INFO - Epoch [27][6500/7330] lr: 1.000e-04, eta: 10:39:20, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1537, s0.acc: 94.6873, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2048, s1.loss_cls: 0.0734, s1.acc: 94.7533, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1056, s2.loss_cls: 0.0366, s2.acc: 94.5203, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0507, loss: 1.0274 2022-09-18 12:04:05,426 - mmdet - INFO - Epoch [27][6550/7330] lr: 1.000e-04, eta: 10:38:51, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1554, s0.acc: 94.5562, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2066, s1.loss_cls: 0.0736, s1.acc: 94.7109, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1065, s2.loss_cls: 0.0372, s2.acc: 94.5141, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0511, loss: 1.0531 2022-09-18 12:04:33,753 - mmdet - INFO - Epoch [27][6600/7330] lr: 1.000e-04, eta: 10:38:23, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1546, s0.acc: 94.6482, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2116, s1.loss_cls: 0.0743, s1.acc: 94.6956, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1078, s2.loss_cls: 0.0369, s2.acc: 94.5728, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0513, loss: 1.0489 2022-09-18 12:05:01,367 - mmdet - INFO - Epoch [27][6650/7330] lr: 1.000e-04, eta: 10:37:53, time: 0.552, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1581, s0.acc: 94.4944, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2102, s1.loss_cls: 0.0756, s1.acc: 94.5704, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1080, s2.loss_cls: 0.0378, s2.acc: 94.4416, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0516, loss: 1.0645 2022-09-18 12:05:29,724 - mmdet - INFO - Epoch [27][6700/7330] lr: 1.000e-04, eta: 10:37:25, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1574, s0.acc: 94.5742, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2058, s1.loss_cls: 0.0752, s1.acc: 94.6191, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1055, s2.loss_cls: 0.0372, s2.acc: 94.5405, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0505, loss: 1.0462 2022-09-18 12:05:58,000 - mmdet - INFO - Epoch [27][6750/7330] lr: 1.000e-04, eta: 10:36:56, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1584, s0.acc: 94.4285, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2140, s1.loss_cls: 0.0767, s1.acc: 94.4394, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1101, s2.loss_cls: 0.0380, s2.acc: 94.3691, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0525, loss: 1.0850 2022-09-18 12:06:26,147 - mmdet - INFO - Epoch [27][6800/7330] lr: 1.000e-04, eta: 10:36:27, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1473, s0.acc: 94.8411, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2072, s1.loss_cls: 0.0721, s1.acc: 94.8119, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1072, s2.loss_cls: 0.0354, s2.acc: 94.7220, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0511, loss: 1.0216 2022-09-18 12:06:54,798 - mmdet - INFO - Epoch [27][6850/7330] lr: 1.000e-04, eta: 10:35:58, time: 0.573, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1597, s0.acc: 94.4253, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2101, s1.loss_cls: 0.0771, s1.acc: 94.5722, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1073, s2.loss_cls: 0.0385, s2.acc: 94.4065, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0512, loss: 1.0794 2022-09-18 12:07:22,987 - mmdet - INFO - Epoch [27][6900/7330] lr: 1.000e-04, eta: 10:35:29, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1590, s0.acc: 94.5310, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2083, s1.loss_cls: 0.0749, s1.acc: 94.7532, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1053, s2.loss_cls: 0.0369, s2.acc: 94.6002, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0505, loss: 1.0544 2022-09-18 12:07:51,221 - mmdet - INFO - Epoch [27][6950/7330] lr: 1.000e-04, eta: 10:35:00, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1582, s0.acc: 94.4702, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2076, s1.loss_cls: 0.0764, s1.acc: 94.6149, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1065, s2.loss_cls: 0.0379, s2.acc: 94.5090, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0512, loss: 1.0478 2022-09-18 12:08:19,977 - mmdet - INFO - Epoch [27][7000/7330] lr: 1.000e-04, eta: 10:34:32, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1595, s0.acc: 94.3896, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2073, s1.loss_cls: 0.0768, s1.acc: 94.5496, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1067, s2.loss_cls: 0.0381, s2.acc: 94.4782, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0511, loss: 1.0603 2022-09-18 12:08:48,370 - mmdet - INFO - Epoch [27][7050/7330] lr: 1.000e-04, eta: 10:34:03, time: 0.568, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1654, s0.acc: 94.2297, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2135, s1.loss_cls: 0.0789, s1.acc: 94.3708, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1084, s2.loss_cls: 0.0391, s2.acc: 94.2674, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0519, loss: 1.0966 2022-09-18 12:09:16,435 - mmdet - INFO - Epoch [27][7100/7330] lr: 1.000e-04, eta: 10:33:34, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1462, s0.acc: 94.9187, s0.loss_bbox: 0.2017, s0.loss_mask: 0.1950, s1.loss_cls: 0.0713, s1.acc: 95.0387, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1003, s2.loss_cls: 0.0356, s2.acc: 94.8149, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0481, loss: 0.9783 2022-09-18 12:09:44,931 - mmdet - INFO - Epoch [27][7150/7330] lr: 1.000e-04, eta: 10:33:05, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1586, s0.acc: 94.4338, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2089, s1.loss_cls: 0.0760, s1.acc: 94.6223, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1075, s2.loss_cls: 0.0381, s2.acc: 94.4873, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0514, loss: 1.0583 2022-09-18 12:10:13,940 - mmdet - INFO - Epoch [27][7200/7330] lr: 1.000e-04, eta: 10:32:37, time: 0.580, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1658, s0.acc: 94.2563, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2121, s1.loss_cls: 0.0797, s1.acc: 94.3692, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1087, s2.loss_cls: 0.0395, s2.acc: 94.2614, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0523, loss: 1.0867 2022-09-18 12:10:42,435 - mmdet - INFO - Epoch [27][7250/7330] lr: 1.000e-04, eta: 10:32:08, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1617, s0.acc: 94.3381, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2137, s1.loss_cls: 0.0782, s1.acc: 94.4399, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1096, s2.loss_cls: 0.0390, s2.acc: 94.3080, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0524, loss: 1.0865 2022-09-18 12:11:10,512 - mmdet - INFO - Epoch [27][7300/7330] lr: 1.000e-04, eta: 10:31:39, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1557, s0.acc: 94.4766, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2069, s1.loss_cls: 0.0761, s1.acc: 94.3781, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1063, s2.loss_cls: 0.0382, s2.acc: 94.2902, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0505, loss: 1.0475 2022-09-18 12:11:36,425 - mmdet - INFO - Saving checkpoint at 27 epochs 2022-09-18 12:13:20,731 - mmdet - INFO - Evaluating bbox... 2022-09-18 12:13:46,565 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.485 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.670 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.525 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.311 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.514 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.638 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.625 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.625 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.625 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.456 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.659 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.779 2022-09-18 12:13:46,565 - mmdet - INFO - Evaluating segm... 2022-09-18 12:14:17,595 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.419 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.642 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.453 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.225 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 ] = 0.612 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.545 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.545 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.545 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.372 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 ] = 0.710 2022-09-18 12:14:18,102 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 12:14:18,102 - mmdet - INFO - Epoch(val) [27][313] bbox_mAP: 0.4850, bbox_mAP_50: 0.6700, bbox_mAP_75: 0.5250, bbox_mAP_s: 0.3110, bbox_mAP_m: 0.5140, bbox_mAP_l: 0.6380, bbox_mAP_copypaste: 0.485 0.670 0.525 0.311 0.514 0.638, segm_mAP: 0.4190, segm_mAP_50: 0.6420, segm_mAP_75: 0.4530, segm_mAP_s: 0.2250, segm_mAP_m: 0.4460, segm_mAP_l: 0.6120, segm_mAP_copypaste: 0.419 0.642 0.453 0.225 0.446 0.612 2022-09-18 12:16:35,829 - mmdet - INFO - Epoch [28][50/7330] lr: 1.000e-05, eta: 10:31:23, time: 2.754, data_time: 2.175, memory: 12703, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1505, s0.acc: 94.7368, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2033, s1.loss_cls: 0.0717, s1.acc: 94.9118, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1041, s2.loss_cls: 0.0354, s2.acc: 94.7383, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0496, loss: 1.0262 2022-09-18 12:17:04,158 - mmdet - INFO - Epoch [28][100/7330] lr: 1.000e-05, eta: 10:30:55, time: 0.567, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1537, s0.acc: 94.6592, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2030, s1.loss_cls: 0.0738, s1.acc: 94.7824, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1053, s2.loss_cls: 0.0364, s2.acc: 94.6725, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0508, loss: 1.0340 2022-09-18 12:17:33,110 - mmdet - INFO - Epoch [28][150/7330] lr: 1.000e-05, eta: 10:30:26, time: 0.577, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1424, s0.acc: 94.9282, s0.loss_bbox: 0.2137, s0.loss_mask: 0.1978, s1.loss_cls: 0.0687, s1.acc: 95.0142, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1025, s2.loss_cls: 0.0343, s2.acc: 94.9248, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0495, loss: 1.0011 2022-09-18 12:18:01,745 - mmdet - INFO - Epoch [28][200/7330] lr: 1.000e-05, eta: 10:29:57, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1550, s0.acc: 94.6260, s0.loss_bbox: 0.2212, s0.loss_mask: 0.1998, s1.loss_cls: 0.0740, s1.acc: 94.6906, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1031, s2.loss_cls: 0.0365, s2.acc: 94.6779, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0496, loss: 1.0352 2022-09-18 12:18:30,215 - mmdet - INFO - Epoch [28][250/7330] lr: 1.000e-05, eta: 10:29:28, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1385, s0.acc: 95.0264, s0.loss_bbox: 0.2090, s0.loss_mask: 0.1922, s1.loss_cls: 0.0660, s1.acc: 95.1163, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1000, s2.loss_cls: 0.0333, s2.acc: 95.0843, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0481, loss: 0.9734 2022-09-18 12:18:59,219 - mmdet - INFO - Epoch [28][300/7330] lr: 1.000e-05, eta: 10:29:00, time: 0.580, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1450, s0.acc: 94.8069, s0.loss_bbox: 0.2158, s0.loss_mask: 0.1935, s1.loss_cls: 0.0706, s1.acc: 94.8046, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1000, s2.loss_cls: 0.0348, s2.acc: 94.7154, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0478, loss: 1.0004 2022-09-18 12:19:28,476 - mmdet - INFO - Epoch [28][350/7330] lr: 1.000e-05, eta: 10:28:31, time: 0.586, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1486, s0.acc: 94.6235, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2009, s1.loss_cls: 0.0706, s1.acc: 94.7558, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1032, s2.loss_cls: 0.0353, s2.acc: 94.5730, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0493, loss: 1.0276 2022-09-18 12:19:56,539 - mmdet - INFO - Epoch [28][400/7330] lr: 1.000e-05, eta: 10:28:02, time: 0.561, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1344, s0.acc: 95.1345, s0.loss_bbox: 0.2078, s0.loss_mask: 0.1925, s1.loss_cls: 0.0635, s1.acc: 95.2528, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1000, s2.loss_cls: 0.0323, s2.acc: 95.0343, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0478, loss: 0.9614 2022-09-18 12:20:24,746 - mmdet - INFO - Epoch [28][450/7330] lr: 1.000e-05, eta: 10:27:33, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1440, s0.acc: 94.8003, s0.loss_bbox: 0.2169, s0.loss_mask: 0.1994, s1.loss_cls: 0.0700, s1.acc: 94.8531, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1029, s2.loss_cls: 0.0352, s2.acc: 94.6918, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0497, loss: 1.0143 2022-09-18 12:20:52,848 - mmdet - INFO - Epoch [28][500/7330] lr: 1.000e-05, eta: 10:27:04, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1399, s0.acc: 94.9866, s0.loss_bbox: 0.2127, s0.loss_mask: 0.1969, s1.loss_cls: 0.0663, s1.acc: 95.1672, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1022, s2.loss_cls: 0.0331, s2.acc: 95.0167, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0494, loss: 0.9906 2022-09-18 12:21:21,146 - mmdet - INFO - Epoch [28][550/7330] lr: 1.000e-05, eta: 10:26:35, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1382, s0.acc: 95.0181, s0.loss_bbox: 0.2088, s0.loss_mask: 0.1985, s1.loss_cls: 0.0661, s1.acc: 95.1097, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1030, s2.loss_cls: 0.0329, s2.acc: 94.9932, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0498, loss: 0.9844 2022-09-18 12:21:49,763 - mmdet - INFO - Epoch [28][600/7330] lr: 1.000e-05, eta: 10:26:07, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1517, s0.acc: 94.5305, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2031, s1.loss_cls: 0.0717, s1.acc: 94.7143, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1041, s2.loss_cls: 0.0361, s2.acc: 94.4689, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0500, loss: 1.0481 2022-09-18 12:22:17,831 - mmdet - INFO - Epoch [28][650/7330] lr: 1.000e-05, eta: 10:25:38, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1415, s0.acc: 94.9734, s0.loss_bbox: 0.2107, s0.loss_mask: 0.1959, s1.loss_cls: 0.0674, s1.acc: 95.0965, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1009, s2.loss_cls: 0.0336, s2.acc: 94.9881, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0486, loss: 0.9879 2022-09-18 12:22:46,127 - mmdet - INFO - Epoch [28][700/7330] lr: 1.000e-05, eta: 10:25:09, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1436, s0.acc: 94.8643, s0.loss_bbox: 0.2130, s0.loss_mask: 0.1982, s1.loss_cls: 0.0685, s1.acc: 94.9997, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1030, s2.loss_cls: 0.0345, s2.acc: 94.9280, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0496, loss: 0.9990 2022-09-18 12:23:14,466 - mmdet - INFO - Epoch [28][750/7330] lr: 1.000e-05, eta: 10:24:40, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1409, s0.acc: 94.8909, s0.loss_bbox: 0.2149, s0.loss_mask: 0.1914, s1.loss_cls: 0.0674, s1.acc: 95.0146, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0988, s2.loss_cls: 0.0339, s2.acc: 94.7990, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0475, loss: 0.9872 2022-09-18 12:23:42,233 - mmdet - INFO - Epoch [28][800/7330] lr: 1.000e-05, eta: 10:24:11, time: 0.555, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1370, s0.acc: 95.1750, s0.loss_bbox: 0.2086, s0.loss_mask: 0.1987, s1.loss_cls: 0.0649, s1.acc: 95.3060, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1029, s2.loss_cls: 0.0326, s2.acc: 95.0985, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0495, loss: 0.9811 2022-09-18 12:24:09,902 - mmdet - INFO - Epoch [28][850/7330] lr: 1.000e-05, eta: 10:23:42, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1447, s0.acc: 94.8611, s0.loss_bbox: 0.2176, s0.loss_mask: 0.1993, s1.loss_cls: 0.0684, s1.acc: 95.0396, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1029, s2.loss_cls: 0.0341, s2.acc: 94.9257, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0495, loss: 1.0085 2022-09-18 12:24:38,720 - mmdet - INFO - Epoch [28][900/7330] lr: 1.000e-05, eta: 10:23:13, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1430, s0.acc: 94.9033, s0.loss_bbox: 0.2182, s0.loss_mask: 0.1966, s1.loss_cls: 0.0696, s1.acc: 94.8762, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1032, s2.loss_cls: 0.0346, s2.acc: 94.6785, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0497, loss: 1.0083 2022-09-18 12:25:06,934 - mmdet - INFO - Epoch [28][950/7330] lr: 1.000e-05, eta: 10:22:44, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1351, s0.acc: 95.1233, s0.loss_bbox: 0.2051, s0.loss_mask: 0.1880, s1.loss_cls: 0.0641, s1.acc: 95.2403, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0976, s2.loss_cls: 0.0325, s2.acc: 95.0921, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0471, loss: 0.9531 2022-09-18 12:25:34,986 - mmdet - INFO - Epoch [28][1000/7330] lr: 1.000e-05, eta: 10:22:15, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1387, s0.acc: 94.9900, s0.loss_bbox: 0.2179, s0.loss_mask: 0.1928, s1.loss_cls: 0.0662, s1.acc: 95.0753, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1011, s2.loss_cls: 0.0332, s2.acc: 94.9347, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0485, loss: 0.9908 2022-09-18 12:26:03,123 - mmdet - INFO - Epoch [28][1050/7330] lr: 1.000e-05, eta: 10:21:46, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1341, s0.acc: 95.2107, s0.loss_bbox: 0.2058, s0.loss_mask: 0.1921, s1.loss_cls: 0.0641, s1.acc: 95.3578, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0999, s2.loss_cls: 0.0321, s2.acc: 95.2423, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0480, loss: 0.9586 2022-09-18 12:26:31,804 - mmdet - INFO - Epoch [28][1100/7330] lr: 1.000e-05, eta: 10:21:18, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1475, s0.acc: 94.7471, s0.loss_bbox: 0.2144, s0.loss_mask: 0.1956, s1.loss_cls: 0.0713, s1.acc: 94.7185, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1012, s2.loss_cls: 0.0356, s2.acc: 94.5898, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0486, loss: 1.0077 2022-09-18 12:26:59,893 - mmdet - INFO - Epoch [28][1150/7330] lr: 1.000e-05, eta: 10:20:49, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1434, s0.acc: 94.9304, s0.loss_bbox: 0.2165, s0.loss_mask: 0.1951, s1.loss_cls: 0.0690, s1.acc: 95.0069, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1021, s2.loss_cls: 0.0344, s2.acc: 94.9173, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0489, loss: 1.0025 2022-09-18 12:27:27,807 - mmdet - INFO - Epoch [28][1200/7330] lr: 1.000e-05, eta: 10:20:20, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1377, s0.acc: 95.0500, s0.loss_bbox: 0.2089, s0.loss_mask: 0.1933, s1.loss_cls: 0.0652, s1.acc: 95.1585, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1010, s2.loss_cls: 0.0324, s2.acc: 95.0713, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0489, loss: 0.9720 2022-09-18 12:27:55,878 - mmdet - INFO - Epoch [28][1250/7330] lr: 1.000e-05, eta: 10:19:51, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1370, s0.acc: 95.1650, s0.loss_bbox: 0.2047, s0.loss_mask: 0.1931, s1.loss_cls: 0.0652, s1.acc: 95.3018, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1008, s2.loss_cls: 0.0328, s2.acc: 95.1786, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0485, loss: 0.9652 2022-09-18 12:28:23,966 - mmdet - INFO - Epoch [28][1300/7330] lr: 1.000e-05, eta: 10:19:22, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1392, s0.acc: 95.0120, s0.loss_bbox: 0.2152, s0.loss_mask: 0.1905, s1.loss_cls: 0.0656, s1.acc: 95.2053, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0992, s2.loss_cls: 0.0327, s2.acc: 95.1252, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0478, loss: 0.9799 2022-09-18 12:28:52,961 - mmdet - INFO - Epoch [28][1350/7330] lr: 1.000e-05, eta: 10:18:53, time: 0.580, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1429, s0.acc: 94.8359, s0.loss_bbox: 0.2154, s0.loss_mask: 0.1966, s1.loss_cls: 0.0689, s1.acc: 94.9786, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1016, s2.loss_cls: 0.0345, s2.acc: 94.8450, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0487, loss: 0.9979 2022-09-18 12:29:21,463 - mmdet - INFO - Epoch [28][1400/7330] lr: 1.000e-05, eta: 10:18:24, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1380, s0.acc: 95.1362, s0.loss_bbox: 0.2053, s0.loss_mask: 0.1922, s1.loss_cls: 0.0651, s1.acc: 95.2965, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1001, s2.loss_cls: 0.0330, s2.acc: 95.0681, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0482, loss: 0.9657 2022-09-18 12:29:50,017 - mmdet - INFO - Epoch [28][1450/7330] lr: 1.000e-05, eta: 10:17:55, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1437, s0.acc: 94.8323, s0.loss_bbox: 0.2193, s0.loss_mask: 0.1942, s1.loss_cls: 0.0680, s1.acc: 95.0238, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1001, s2.loss_cls: 0.0342, s2.acc: 94.7803, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0479, loss: 1.0018 2022-09-18 12:30:18,224 - mmdet - INFO - Epoch [28][1500/7330] lr: 1.000e-05, eta: 10:17:27, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1374, s0.acc: 94.9810, s0.loss_bbox: 0.2121, s0.loss_mask: 0.1962, s1.loss_cls: 0.0667, s1.acc: 95.0461, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1016, s2.loss_cls: 0.0331, s2.acc: 94.8843, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0489, loss: 0.9832 2022-09-18 12:30:46,214 - mmdet - INFO - Epoch [28][1550/7330] lr: 1.000e-05, eta: 10:16:58, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1428, s0.acc: 94.8838, s0.loss_bbox: 0.2155, s0.loss_mask: 0.1970, s1.loss_cls: 0.0684, s1.acc: 95.0143, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1018, s2.loss_cls: 0.0341, s2.acc: 94.8859, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0489, loss: 0.9978 2022-09-18 12:31:13,842 - mmdet - INFO - Epoch [28][1600/7330] lr: 1.000e-05, eta: 10:16:29, time: 0.552, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1421, s0.acc: 94.9724, s0.loss_bbox: 0.2108, s0.loss_mask: 0.1912, s1.loss_cls: 0.0671, s1.acc: 95.0813, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0987, s2.loss_cls: 0.0335, s2.acc: 94.9982, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0473, loss: 0.9818 2022-09-18 12:31:42,099 - mmdet - INFO - Epoch [28][1650/7330] lr: 1.000e-05, eta: 10:16:00, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1375, s0.acc: 94.9614, s0.loss_bbox: 0.2178, s0.loss_mask: 0.1983, s1.loss_cls: 0.0660, s1.acc: 95.0321, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1033, s2.loss_cls: 0.0332, s2.acc: 94.9129, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0501, loss: 0.9967 2022-09-18 12:32:10,001 - mmdet - INFO - Epoch [28][1700/7330] lr: 1.000e-05, eta: 10:15:31, time: 0.557, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1355, s0.acc: 95.0708, s0.loss_bbox: 0.2119, s0.loss_mask: 0.1977, s1.loss_cls: 0.0643, s1.acc: 95.2126, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1022, s2.loss_cls: 0.0318, s2.acc: 95.1244, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0489, loss: 0.9779 2022-09-18 12:32:38,062 - mmdet - INFO - Epoch [28][1750/7330] lr: 1.000e-05, eta: 10:15:02, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1332, s0.acc: 95.0791, s0.loss_bbox: 0.2061, s0.loss_mask: 0.1970, s1.loss_cls: 0.0647, s1.acc: 95.1590, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1017, s2.loss_cls: 0.0325, s2.acc: 95.0229, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0490, loss: 0.9689 2022-09-18 12:33:06,177 - mmdet - INFO - Epoch [28][1800/7330] lr: 1.000e-05, eta: 10:14:33, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1372, s0.acc: 95.1477, s0.loss_bbox: 0.2091, s0.loss_mask: 0.1934, s1.loss_cls: 0.0643, s1.acc: 95.3595, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1003, s2.loss_cls: 0.0322, s2.acc: 95.1607, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0484, loss: 0.9736 2022-09-18 12:33:34,176 - mmdet - INFO - Epoch [28][1850/7330] lr: 1.000e-05, eta: 10:14:04, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1308, s0.acc: 95.2463, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1873, s1.loss_cls: 0.0626, s1.acc: 95.3302, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0981, s2.loss_cls: 0.0317, s2.acc: 95.1727, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0472, loss: 0.9417 2022-09-18 12:34:02,714 - mmdet - INFO - Epoch [28][1900/7330] lr: 1.000e-05, eta: 10:13:35, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1356, s0.acc: 95.1233, s0.loss_bbox: 0.2097, s0.loss_mask: 0.1947, s1.loss_cls: 0.0648, s1.acc: 95.2646, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1017, s2.loss_cls: 0.0320, s2.acc: 95.1792, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0487, loss: 0.9734 2022-09-18 12:34:31,406 - mmdet - INFO - Epoch [28][1950/7330] lr: 1.000e-05, eta: 10:13:06, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1390, s0.acc: 94.8860, s0.loss_bbox: 0.2173, s0.loss_mask: 0.1971, s1.loss_cls: 0.0659, s1.acc: 95.0228, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1024, s2.loss_cls: 0.0329, s2.acc: 94.8327, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0492, loss: 0.9945 2022-09-18 12:34:59,735 - mmdet - INFO - Epoch [28][2000/7330] lr: 1.000e-05, eta: 10:12:37, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1397, s0.acc: 94.9851, s0.loss_bbox: 0.2108, s0.loss_mask: 0.1990, s1.loss_cls: 0.0666, s1.acc: 95.0911, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1031, s2.loss_cls: 0.0333, s2.acc: 94.9183, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0502, loss: 0.9905 2022-09-18 12:35:27,711 - mmdet - INFO - Epoch [28][2050/7330] lr: 1.000e-05, eta: 10:12:08, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1367, s0.acc: 95.1125, s0.loss_bbox: 0.2102, s0.loss_mask: 0.1941, s1.loss_cls: 0.0656, s1.acc: 95.1450, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0997, s2.loss_cls: 0.0326, s2.acc: 95.0600, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0478, loss: 0.9708 2022-09-18 12:35:55,897 - mmdet - INFO - Epoch [28][2100/7330] lr: 1.000e-05, eta: 10:11:40, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1393, s0.acc: 94.9805, s0.loss_bbox: 0.2173, s0.loss_mask: 0.1991, s1.loss_cls: 0.0667, s1.acc: 95.0979, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1042, s2.loss_cls: 0.0335, s2.acc: 94.9394, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0504, loss: 1.0014 2022-09-18 12:36:24,800 - mmdet - INFO - Epoch [28][2150/7330] lr: 1.000e-05, eta: 10:11:11, time: 0.578, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1379, s0.acc: 94.9968, s0.loss_bbox: 0.2133, s0.loss_mask: 0.1909, s1.loss_cls: 0.0651, s1.acc: 95.1016, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0995, s2.loss_cls: 0.0331, s2.acc: 94.9674, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0478, loss: 0.9754 2022-09-18 12:36:53,454 - mmdet - INFO - Epoch [28][2200/7330] lr: 1.000e-05, eta: 10:10:42, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1446, s0.acc: 94.7844, s0.loss_bbox: 0.2191, s0.loss_mask: 0.1981, s1.loss_cls: 0.0688, s1.acc: 94.8723, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1032, s2.loss_cls: 0.0344, s2.acc: 94.7196, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0497, loss: 1.0120 2022-09-18 12:37:22,151 - mmdet - INFO - Epoch [28][2250/7330] lr: 1.000e-05, eta: 10:10:13, time: 0.574, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1291, s0.acc: 95.3123, s0.loss_bbox: 0.2057, s0.loss_mask: 0.1944, s1.loss_cls: 0.0611, s1.acc: 95.5025, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1007, s2.loss_cls: 0.0310, s2.acc: 95.3475, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0485, loss: 0.9528 2022-09-18 12:37:49,927 - mmdet - INFO - Epoch [28][2300/7330] lr: 1.000e-05, eta: 10:09:44, time: 0.556, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1231, s0.acc: 95.4753, s0.loss_bbox: 0.2004, s0.loss_mask: 0.1878, s1.loss_cls: 0.0588, s1.acc: 95.5293, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0980, s2.loss_cls: 0.0300, s2.acc: 95.2687, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0473, loss: 0.9233 2022-09-18 12:38:18,870 - mmdet - INFO - Epoch [28][2350/7330] lr: 1.000e-05, eta: 10:09:16, time: 0.579, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1345, s0.acc: 95.1421, s0.loss_bbox: 0.2095, s0.loss_mask: 0.1915, s1.loss_cls: 0.0639, s1.acc: 95.2984, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0995, s2.loss_cls: 0.0324, s2.acc: 95.0918, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0481, loss: 0.9638 2022-09-18 12:38:46,880 - mmdet - INFO - Epoch [28][2400/7330] lr: 1.000e-05, eta: 10:08:47, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1267, s0.acc: 95.4180, s0.loss_bbox: 0.2069, s0.loss_mask: 0.1870, s1.loss_cls: 0.0598, s1.acc: 95.5829, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0982, s2.loss_cls: 0.0304, s2.acc: 95.4131, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0475, loss: 0.9401 2022-09-18 12:39:15,569 - mmdet - INFO - Epoch [28][2450/7330] lr: 1.000e-05, eta: 10:08:18, time: 0.574, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1364, s0.acc: 95.0430, s0.loss_bbox: 0.2108, s0.loss_mask: 0.1934, s1.loss_cls: 0.0650, s1.acc: 95.1129, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0997, s2.loss_cls: 0.0328, s2.acc: 94.9935, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0482, loss: 0.9713 2022-09-18 12:39:44,482 - mmdet - INFO - Epoch [28][2500/7330] lr: 1.000e-05, eta: 10:07:49, time: 0.579, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1354, s0.acc: 95.1482, s0.loss_bbox: 0.2056, s0.loss_mask: 0.1884, s1.loss_cls: 0.0646, s1.acc: 95.2976, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0977, s2.loss_cls: 0.0327, s2.acc: 95.0612, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0473, loss: 0.9539 2022-09-18 12:40:12,600 - mmdet - INFO - Epoch [28][2550/7330] lr: 1.000e-05, eta: 10:07:20, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1403, s0.acc: 94.9358, s0.loss_bbox: 0.2191, s0.loss_mask: 0.1964, s1.loss_cls: 0.0662, s1.acc: 95.1684, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1012, s2.loss_cls: 0.0332, s2.acc: 94.9438, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0485, loss: 0.9962 2022-09-18 12:40:41,381 - mmdet - INFO - Epoch [28][2600/7330] lr: 1.000e-05, eta: 10:06:52, time: 0.576, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1369, s0.acc: 95.0728, s0.loss_bbox: 0.2122, s0.loss_mask: 0.1879, s1.loss_cls: 0.0647, s1.acc: 95.1949, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0975, s2.loss_cls: 0.0329, s2.acc: 94.9596, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0469, loss: 0.9630 2022-09-18 12:41:09,696 - mmdet - INFO - Epoch [28][2650/7330] lr: 1.000e-05, eta: 10:06:23, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1418, s0.acc: 94.8315, s0.loss_bbox: 0.2172, s0.loss_mask: 0.1968, s1.loss_cls: 0.0668, s1.acc: 95.0450, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1025, s2.loss_cls: 0.0331, s2.acc: 94.9964, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0492, loss: 0.9978 2022-09-18 12:41:37,906 - mmdet - INFO - Epoch [28][2700/7330] lr: 1.000e-05, eta: 10:05:54, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1302, s0.acc: 95.1875, s0.loss_bbox: 0.2065, s0.loss_mask: 0.1912, s1.loss_cls: 0.0616, s1.acc: 95.3837, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0997, s2.loss_cls: 0.0309, s2.acc: 95.3246, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0480, loss: 0.9492 2022-09-18 12:42:06,176 - mmdet - INFO - Epoch [28][2750/7330] lr: 1.000e-05, eta: 10:05:25, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1372, s0.acc: 94.9802, s0.loss_bbox: 0.2167, s0.loss_mask: 0.1930, s1.loss_cls: 0.0652, s1.acc: 95.1462, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1000, s2.loss_cls: 0.0328, s2.acc: 94.9965, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0484, loss: 0.9853 2022-09-18 12:42:34,362 - mmdet - INFO - Epoch [28][2800/7330] lr: 1.000e-05, eta: 10:04:56, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1345, s0.acc: 95.1694, s0.loss_bbox: 0.2094, s0.loss_mask: 0.1879, s1.loss_cls: 0.0633, s1.acc: 95.3591, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0981, s2.loss_cls: 0.0320, s2.acc: 95.1604, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0470, loss: 0.9548 2022-09-18 12:43:02,913 - mmdet - INFO - Epoch [28][2850/7330] lr: 1.000e-05, eta: 10:04:27, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1380, s0.acc: 94.9915, s0.loss_bbox: 0.2148, s0.loss_mask: 0.1879, s1.loss_cls: 0.0660, s1.acc: 95.1015, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0981, s2.loss_cls: 0.0333, s2.acc: 94.9132, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0475, loss: 0.9798 2022-09-18 12:43:31,445 - mmdet - INFO - Epoch [28][2900/7330] lr: 1.000e-05, eta: 10:03:59, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1371, s0.acc: 95.0742, s0.loss_bbox: 0.2112, s0.loss_mask: 0.1909, s1.loss_cls: 0.0651, s1.acc: 95.2184, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0977, s2.loss_cls: 0.0325, s2.acc: 95.1169, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0471, loss: 0.9668 2022-09-18 12:43:59,554 - mmdet - INFO - Epoch [28][2950/7330] lr: 1.000e-05, eta: 10:03:30, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1383, s0.acc: 94.9629, s0.loss_bbox: 0.2178, s0.loss_mask: 0.1954, s1.loss_cls: 0.0655, s1.acc: 95.1602, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1019, s2.loss_cls: 0.0331, s2.acc: 95.0103, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0488, loss: 0.9895 2022-09-18 12:44:27,661 - mmdet - INFO - Epoch [28][3000/7330] lr: 1.000e-05, eta: 10:03:01, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1277, s0.acc: 95.4302, s0.loss_bbox: 0.2022, s0.loss_mask: 0.1848, s1.loss_cls: 0.0612, s1.acc: 95.5594, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0963, s2.loss_cls: 0.0310, s2.acc: 95.4027, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0466, loss: 0.9296 2022-09-18 12:44:56,070 - mmdet - INFO - Epoch [28][3050/7330] lr: 1.000e-05, eta: 10:02:32, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1384, s0.acc: 94.8718, s0.loss_bbox: 0.2233, s0.loss_mask: 0.1966, s1.loss_cls: 0.0658, s1.acc: 95.0260, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1019, s2.loss_cls: 0.0329, s2.acc: 94.9944, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0489, loss: 1.0045 2022-09-18 12:45:24,297 - mmdet - INFO - Epoch [28][3100/7330] lr: 1.000e-05, eta: 10:02:03, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1386, s0.acc: 94.9792, s0.loss_bbox: 0.2147, s0.loss_mask: 0.1994, s1.loss_cls: 0.0653, s1.acc: 95.2247, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1026, s2.loss_cls: 0.0326, s2.acc: 95.1840, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0491, loss: 0.9947 2022-09-18 12:45:52,657 - mmdet - INFO - Epoch [28][3150/7330] lr: 1.000e-05, eta: 10:01:34, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1328, s0.acc: 95.1760, s0.loss_bbox: 0.2144, s0.loss_mask: 0.1916, s1.loss_cls: 0.0637, s1.acc: 95.3373, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0992, s2.loss_cls: 0.0318, s2.acc: 95.1523, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0476, loss: 0.9720 2022-09-18 12:46:21,735 - mmdet - INFO - Epoch [28][3200/7330] lr: 1.000e-05, eta: 10:01:06, time: 0.582, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1382, s0.acc: 95.0066, s0.loss_bbox: 0.2122, s0.loss_mask: 0.1976, s1.loss_cls: 0.0664, s1.acc: 95.1158, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1019, s2.loss_cls: 0.0337, s2.acc: 94.9908, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0491, loss: 0.9876 2022-09-18 12:46:50,044 - mmdet - INFO - Epoch [28][3250/7330] lr: 1.000e-05, eta: 10:00:37, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1393, s0.acc: 95.0200, s0.loss_bbox: 0.2151, s0.loss_mask: 0.1956, s1.loss_cls: 0.0666, s1.acc: 95.1242, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1015, s2.loss_cls: 0.0338, s2.acc: 94.8882, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0489, loss: 0.9937 2022-09-18 12:47:18,331 - mmdet - INFO - Epoch [28][3300/7330] lr: 1.000e-05, eta: 10:00:08, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1362, s0.acc: 95.0337, s0.loss_bbox: 0.2136, s0.loss_mask: 0.1965, s1.loss_cls: 0.0647, s1.acc: 95.1269, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1011, s2.loss_cls: 0.0329, s2.acc: 94.9075, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0489, loss: 0.9825 2022-09-18 12:47:46,727 - mmdet - INFO - Epoch [28][3350/7330] lr: 1.000e-05, eta: 9:59:39, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1399, s0.acc: 94.9395, s0.loss_bbox: 0.2148, s0.loss_mask: 0.1932, s1.loss_cls: 0.0677, s1.acc: 95.0103, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1001, s2.loss_cls: 0.0338, s2.acc: 94.8677, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0481, loss: 0.9871 2022-09-18 12:48:15,087 - mmdet - INFO - Epoch [28][3400/7330] lr: 1.000e-05, eta: 9:59:10, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1342, s0.acc: 95.1348, s0.loss_bbox: 0.2129, s0.loss_mask: 0.1892, s1.loss_cls: 0.0637, s1.acc: 95.3012, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0990, s2.loss_cls: 0.0323, s2.acc: 95.1805, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0477, loss: 0.9677 2022-09-18 12:48:44,379 - mmdet - INFO - Epoch [28][3450/7330] lr: 1.000e-05, eta: 9:58:42, time: 0.586, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1417, s0.acc: 94.8230, s0.loss_bbox: 0.2231, s0.loss_mask: 0.1996, s1.loss_cls: 0.0669, s1.acc: 95.0254, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1037, s2.loss_cls: 0.0333, s2.acc: 94.8965, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0501, loss: 1.0145 2022-09-18 12:49:12,825 - mmdet - INFO - Epoch [28][3500/7330] lr: 1.000e-05, eta: 9:58:13, time: 0.569, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1391, s0.acc: 94.8870, s0.loss_bbox: 0.2193, s0.loss_mask: 0.1995, s1.loss_cls: 0.0657, s1.acc: 95.0285, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1030, s2.loss_cls: 0.0331, s2.acc: 94.9056, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0494, loss: 1.0007 2022-09-18 12:49:41,501 - mmdet - INFO - Epoch [28][3550/7330] lr: 1.000e-05, eta: 9:57:44, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1405, s0.acc: 94.8591, s0.loss_bbox: 0.2215, s0.loss_mask: 0.1962, s1.loss_cls: 0.0665, s1.acc: 94.9815, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1032, s2.loss_cls: 0.0336, s2.acc: 94.8206, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0497, loss: 1.0078 2022-09-18 12:50:09,230 - mmdet - INFO - Epoch [28][3600/7330] lr: 1.000e-05, eta: 9:57:15, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1370, s0.acc: 95.0569, s0.loss_bbox: 0.2105, s0.loss_mask: 0.1927, s1.loss_cls: 0.0645, s1.acc: 95.2151, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0999, s2.loss_cls: 0.0323, s2.acc: 95.0883, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0481, loss: 0.9732 2022-09-18 12:50:37,797 - mmdet - INFO - Epoch [28][3650/7330] lr: 1.000e-05, eta: 9:56:46, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1403, s0.acc: 94.9961, s0.loss_bbox: 0.2186, s0.loss_mask: 0.1961, s1.loss_cls: 0.0665, s1.acc: 95.1236, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1021, s2.loss_cls: 0.0332, s2.acc: 94.9831, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0496, loss: 0.9988 2022-09-18 12:51:06,327 - mmdet - INFO - Epoch [28][3700/7330] lr: 1.000e-05, eta: 9:56:17, time: 0.571, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1346, s0.acc: 95.1199, s0.loss_bbox: 0.2133, s0.loss_mask: 0.1913, s1.loss_cls: 0.0629, s1.acc: 95.3125, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1002, s2.loss_cls: 0.0321, s2.acc: 95.1080, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0485, loss: 0.9733 2022-09-18 12:51:34,809 - mmdet - INFO - Epoch [28][3750/7330] lr: 1.000e-05, eta: 9:55:49, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1382, s0.acc: 95.0576, s0.loss_bbox: 0.2150, s0.loss_mask: 0.1906, s1.loss_cls: 0.0647, s1.acc: 95.2652, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0990, s2.loss_cls: 0.0323, s2.acc: 95.1522, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0477, loss: 0.9770 2022-09-18 12:52:03,143 - mmdet - INFO - Epoch [28][3800/7330] lr: 1.000e-05, eta: 9:55:20, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1370, s0.acc: 95.0239, s0.loss_bbox: 0.2108, s0.loss_mask: 0.1944, s1.loss_cls: 0.0662, s1.acc: 95.1211, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1008, s2.loss_cls: 0.0332, s2.acc: 94.8489, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0483, loss: 0.9773 2022-09-18 12:52:31,844 - mmdet - INFO - Epoch [28][3850/7330] lr: 1.000e-05, eta: 9:54:51, time: 0.574, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1441, s0.acc: 94.8796, s0.loss_bbox: 0.2201, s0.loss_mask: 0.1933, s1.loss_cls: 0.0683, s1.acc: 94.9875, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1001, s2.loss_cls: 0.0341, s2.acc: 94.8742, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0479, loss: 1.0041 2022-09-18 12:53:00,298 - mmdet - INFO - Epoch [28][3900/7330] lr: 1.000e-05, eta: 9:54:22, time: 0.569, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1327, s0.acc: 95.2314, s0.loss_bbox: 0.2085, s0.loss_mask: 0.1935, s1.loss_cls: 0.0632, s1.acc: 95.3192, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1006, s2.loss_cls: 0.0315, s2.acc: 95.1999, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0486, loss: 0.9634 2022-09-18 12:53:28,494 - mmdet - INFO - Epoch [28][3950/7330] lr: 1.000e-05, eta: 9:53:53, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1371, s0.acc: 94.9844, s0.loss_bbox: 0.2170, s0.loss_mask: 0.1946, s1.loss_cls: 0.0656, s1.acc: 95.0847, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1012, s2.loss_cls: 0.0333, s2.acc: 94.8740, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0488, loss: 0.9917 2022-09-18 12:53:56,443 - mmdet - INFO - Epoch [28][4000/7330] lr: 1.000e-05, eta: 9:53:24, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1366, s0.acc: 94.9519, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2005, s1.loss_cls: 0.0652, s1.acc: 95.0905, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1041, s2.loss_cls: 0.0327, s2.acc: 94.9734, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0501, loss: 1.0007 2022-09-18 12:54:24,754 - mmdet - INFO - Epoch [28][4050/7330] lr: 1.000e-05, eta: 9:52:55, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1293, s0.acc: 95.2371, s0.loss_bbox: 0.2058, s0.loss_mask: 0.1903, s1.loss_cls: 0.0615, s1.acc: 95.4004, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0992, s2.loss_cls: 0.0309, s2.acc: 95.2806, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0479, loss: 0.9472 2022-09-18 12:54:53,035 - mmdet - INFO - Epoch [28][4100/7330] lr: 1.000e-05, eta: 9:52:27, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1357, s0.acc: 95.1230, s0.loss_bbox: 0.2135, s0.loss_mask: 0.1919, s1.loss_cls: 0.0640, s1.acc: 95.2576, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1003, s2.loss_cls: 0.0318, s2.acc: 95.1779, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0484, loss: 0.9751 2022-09-18 12:55:21,373 - mmdet - INFO - Epoch [28][4150/7330] lr: 1.000e-05, eta: 9:51:58, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1361, s0.acc: 95.0593, s0.loss_bbox: 0.2113, s0.loss_mask: 0.1948, s1.loss_cls: 0.0651, s1.acc: 95.1152, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1001, s2.loss_cls: 0.0327, s2.acc: 94.8967, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0478, loss: 0.9770 2022-09-18 12:55:49,357 - mmdet - INFO - Epoch [28][4200/7330] lr: 1.000e-05, eta: 9:51:29, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1251, s0.acc: 95.5605, s0.loss_bbox: 0.2033, s0.loss_mask: 0.1889, s1.loss_cls: 0.0595, s1.acc: 95.7222, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0981, s2.loss_cls: 0.0299, s2.acc: 95.4821, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0473, loss: 0.9306 2022-09-18 12:56:17,723 - mmdet - INFO - Epoch [28][4250/7330] lr: 1.000e-05, eta: 9:51:00, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1320, s0.acc: 95.2114, s0.loss_bbox: 0.2065, s0.loss_mask: 0.1919, s1.loss_cls: 0.0640, s1.acc: 95.1771, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0995, s2.loss_cls: 0.0320, s2.acc: 95.0069, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0477, loss: 0.9553 2022-09-18 12:56:46,674 - mmdet - INFO - Epoch [28][4300/7330] lr: 1.000e-05, eta: 9:50:31, time: 0.580, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1312, s0.acc: 95.2241, s0.loss_bbox: 0.2102, s0.loss_mask: 0.1923, s1.loss_cls: 0.0624, s1.acc: 95.4107, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0995, s2.loss_cls: 0.0317, s2.acc: 95.1763, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0479, loss: 0.9610 2022-09-18 12:57:14,663 - mmdet - INFO - Epoch [28][4350/7330] lr: 1.000e-05, eta: 9:50:02, time: 0.560, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1350, s0.acc: 95.1328, s0.loss_bbox: 0.2110, s0.loss_mask: 0.1896, s1.loss_cls: 0.0643, s1.acc: 95.1694, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0983, s2.loss_cls: 0.0319, s2.acc: 95.0631, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0473, loss: 0.9629 2022-09-18 12:57:43,009 - mmdet - INFO - Epoch [28][4400/7330] lr: 1.000e-05, eta: 9:49:34, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1392, s0.acc: 94.9329, s0.loss_bbox: 0.2189, s0.loss_mask: 0.1921, s1.loss_cls: 0.0659, s1.acc: 95.1209, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1001, s2.loss_cls: 0.0330, s2.acc: 94.8440, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0478, loss: 0.9892 2022-09-18 12:58:11,645 - mmdet - INFO - Epoch [28][4450/7330] lr: 1.000e-05, eta: 9:49:05, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1359, s0.acc: 95.0811, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2021, s1.loss_cls: 0.0647, s1.acc: 95.2694, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1053, s2.loss_cls: 0.0324, s2.acc: 95.0297, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0503, loss: 0.9962 2022-09-18 12:58:39,728 - mmdet - INFO - Epoch [28][4500/7330] lr: 1.000e-05, eta: 9:48:36, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1297, s0.acc: 95.3359, s0.loss_bbox: 0.2006, s0.loss_mask: 0.1901, s1.loss_cls: 0.0620, s1.acc: 95.4980, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0984, s2.loss_cls: 0.0307, s2.acc: 95.4018, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0471, loss: 0.9394 2022-09-18 12:59:07,966 - mmdet - INFO - Epoch [28][4550/7330] lr: 1.000e-05, eta: 9:48:07, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1251, s0.acc: 95.5198, s0.loss_bbox: 0.1972, s0.loss_mask: 0.1850, s1.loss_cls: 0.0588, s1.acc: 95.6873, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0972, s2.loss_cls: 0.0295, s2.acc: 95.5981, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0468, loss: 0.9169 2022-09-18 12:59:36,077 - mmdet - INFO - Epoch [28][4600/7330] lr: 1.000e-05, eta: 9:47:38, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1317, s0.acc: 95.2256, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1894, s1.loss_cls: 0.0625, s1.acc: 95.3177, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0989, s2.loss_cls: 0.0323, s2.acc: 95.1090, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0477, loss: 0.9464 2022-09-18 13:00:04,729 - mmdet - INFO - Epoch [28][4650/7330] lr: 1.000e-05, eta: 9:47:09, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1357, s0.acc: 95.0659, s0.loss_bbox: 0.2149, s0.loss_mask: 0.1927, s1.loss_cls: 0.0648, s1.acc: 95.1645, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1016, s2.loss_cls: 0.0330, s2.acc: 94.9993, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0487, loss: 0.9775 2022-09-18 13:00:32,768 - mmdet - INFO - Epoch [28][4700/7330] lr: 1.000e-05, eta: 9:46:40, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1313, s0.acc: 95.1914, s0.loss_bbox: 0.2109, s0.loss_mask: 0.1892, s1.loss_cls: 0.0618, s1.acc: 95.3913, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0982, s2.loss_cls: 0.0307, s2.acc: 95.2908, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0473, loss: 0.9566 2022-09-18 13:01:01,631 - mmdet - INFO - Epoch [28][4750/7330] lr: 1.000e-05, eta: 9:46:12, time: 0.577, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1401, s0.acc: 94.9297, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2007, s1.loss_cls: 0.0674, s1.acc: 94.9670, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1043, s2.loss_cls: 0.0335, s2.acc: 94.9053, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0503, loss: 1.0036 2022-09-18 13:01:30,283 - mmdet - INFO - Epoch [28][4800/7330] lr: 1.000e-05, eta: 9:45:43, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1281, s0.acc: 95.2761, s0.loss_bbox: 0.2058, s0.loss_mask: 0.1897, s1.loss_cls: 0.0601, s1.acc: 95.4121, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0991, s2.loss_cls: 0.0301, s2.acc: 95.3014, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0476, loss: 0.9440 2022-09-18 13:01:59,035 - mmdet - INFO - Epoch [28][4850/7330] lr: 1.000e-05, eta: 9:45:14, time: 0.575, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1291, s0.acc: 95.3511, s0.loss_bbox: 0.2027, s0.loss_mask: 0.1876, s1.loss_cls: 0.0606, s1.acc: 95.5373, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0981, s2.loss_cls: 0.0300, s2.acc: 95.4628, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0471, loss: 0.9379 2022-09-18 13:02:27,447 - mmdet - INFO - Epoch [28][4900/7330] lr: 1.000e-05, eta: 9:44:45, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1324, s0.acc: 95.0742, s0.loss_bbox: 0.2144, s0.loss_mask: 0.1888, s1.loss_cls: 0.0623, s1.acc: 95.2692, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0979, s2.loss_cls: 0.0315, s2.acc: 95.2005, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0470, loss: 0.9613 2022-09-18 13:02:55,258 - mmdet - INFO - Epoch [28][4950/7330] lr: 1.000e-05, eta: 9:44:16, time: 0.560, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1328, s0.acc: 95.2327, s0.loss_bbox: 0.2063, s0.loss_mask: 0.1883, s1.loss_cls: 0.0632, s1.acc: 95.3634, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0983, s2.loss_cls: 0.0320, s2.acc: 95.2322, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0472, loss: 0.9512 2022-09-18 13:03:23,713 - mmdet - INFO - Epoch [28][5000/7330] lr: 1.000e-05, eta: 9:43:48, time: 0.568, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1381, s0.acc: 94.9604, s0.loss_bbox: 0.2122, s0.loss_mask: 0.1928, s1.loss_cls: 0.0658, s1.acc: 95.1121, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1011, s2.loss_cls: 0.0327, s2.acc: 95.0569, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0485, loss: 0.9764 2022-09-18 13:03:51,806 - mmdet - INFO - Epoch [28][5050/7330] lr: 1.000e-05, eta: 9:43:19, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1234, s0.acc: 95.5203, s0.loss_bbox: 0.2004, s0.loss_mask: 0.1900, s1.loss_cls: 0.0587, s1.acc: 95.6587, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0995, s2.loss_cls: 0.0302, s2.acc: 95.4802, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0478, loss: 0.9311 2022-09-18 13:04:20,113 - mmdet - INFO - Epoch [28][5100/7330] lr: 1.000e-05, eta: 9:42:50, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1424, s0.acc: 94.8228, s0.loss_bbox: 0.2189, s0.loss_mask: 0.1961, s1.loss_cls: 0.0679, s1.acc: 94.9497, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1017, s2.loss_cls: 0.0339, s2.acc: 94.8096, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0489, loss: 1.0047 2022-09-18 13:04:48,530 - mmdet - INFO - Epoch [28][5150/7330] lr: 1.000e-05, eta: 9:42:21, time: 0.568, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1346, s0.acc: 95.1299, s0.loss_bbox: 0.2045, s0.loss_mask: 0.1903, s1.loss_cls: 0.0644, s1.acc: 95.2571, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0977, s2.loss_cls: 0.0318, s2.acc: 95.1948, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0464, loss: 0.9540 2022-09-18 13:05:16,636 - mmdet - INFO - Epoch [28][5200/7330] lr: 1.000e-05, eta: 9:41:52, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1288, s0.acc: 95.3411, s0.loss_bbox: 0.2079, s0.loss_mask: 0.1915, s1.loss_cls: 0.0611, s1.acc: 95.4376, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0995, s2.loss_cls: 0.0313, s2.acc: 95.1730, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0477, loss: 0.9513 2022-09-18 13:05:44,773 - mmdet - INFO - Epoch [28][5250/7330] lr: 1.000e-05, eta: 9:41:23, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1335, s0.acc: 95.2192, s0.loss_bbox: 0.2067, s0.loss_mask: 0.1870, s1.loss_cls: 0.0627, s1.acc: 95.3869, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0973, s2.loss_cls: 0.0317, s2.acc: 95.1317, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0464, loss: 0.9494 2022-09-18 13:06:13,069 - mmdet - INFO - Epoch [28][5300/7330] lr: 1.000e-05, eta: 9:40:54, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1358, s0.acc: 95.0852, s0.loss_bbox: 0.2122, s0.loss_mask: 0.1903, s1.loss_cls: 0.0643, s1.acc: 95.2723, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0981, s2.loss_cls: 0.0328, s2.acc: 95.0786, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0475, loss: 0.9692 2022-09-18 13:06:41,798 - mmdet - INFO - Epoch [28][5350/7330] lr: 1.000e-05, eta: 9:40:26, time: 0.575, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1325, s0.acc: 95.1824, s0.loss_bbox: 0.2058, s0.loss_mask: 0.1914, s1.loss_cls: 0.0641, s1.acc: 95.2949, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0994, s2.loss_cls: 0.0326, s2.acc: 95.1106, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0477, loss: 0.9565 2022-09-18 13:07:10,551 - mmdet - INFO - Epoch [28][5400/7330] lr: 1.000e-05, eta: 9:39:57, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1286, s0.acc: 95.2791, s0.loss_bbox: 0.2020, s0.loss_mask: 0.1878, s1.loss_cls: 0.0612, s1.acc: 95.4018, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0990, s2.loss_cls: 0.0306, s2.acc: 95.3086, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0477, loss: 0.9370 2022-09-18 13:07:38,777 - mmdet - INFO - Epoch [28][5450/7330] lr: 1.000e-05, eta: 9:39:28, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1319, s0.acc: 95.2068, s0.loss_bbox: 0.2108, s0.loss_mask: 0.1904, s1.loss_cls: 0.0630, s1.acc: 95.3298, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1001, s2.loss_cls: 0.0320, s2.acc: 95.0817, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0480, loss: 0.9653 2022-09-18 13:08:06,733 - mmdet - INFO - Epoch [28][5500/7330] lr: 1.000e-05, eta: 9:38:59, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1207, s0.acc: 95.5657, s0.loss_bbox: 0.1951, s0.loss_mask: 0.1866, s1.loss_cls: 0.0577, s1.acc: 95.5671, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0981, s2.loss_cls: 0.0292, s2.acc: 95.4514, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0477, loss: 0.9073 2022-09-18 13:08:34,654 - mmdet - INFO - Epoch [28][5550/7330] lr: 1.000e-05, eta: 9:38:30, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1318, s0.acc: 95.1929, s0.loss_bbox: 0.2075, s0.loss_mask: 0.1932, s1.loss_cls: 0.0632, s1.acc: 95.2806, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1006, s2.loss_cls: 0.0319, s2.acc: 95.2263, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0484, loss: 0.9578 2022-09-18 13:09:03,201 - mmdet - INFO - Epoch [28][5600/7330] lr: 1.000e-05, eta: 9:38:01, time: 0.571, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1326, s0.acc: 95.1152, s0.loss_bbox: 0.2094, s0.loss_mask: 0.1901, s1.loss_cls: 0.0633, s1.acc: 95.2374, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0990, s2.loss_cls: 0.0316, s2.acc: 95.0956, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0473, loss: 0.9563 2022-09-18 13:09:31,618 - mmdet - INFO - Epoch [28][5650/7330] lr: 1.000e-05, eta: 9:37:33, time: 0.568, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1322, s0.acc: 95.1223, s0.loss_bbox: 0.2087, s0.loss_mask: 0.1876, s1.loss_cls: 0.0630, s1.acc: 95.2185, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0976, s2.loss_cls: 0.0318, s2.acc: 95.0615, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0470, loss: 0.9506 2022-09-18 13:10:00,132 - mmdet - INFO - Epoch [28][5700/7330] lr: 1.000e-05, eta: 9:37:04, time: 0.570, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1316, s0.acc: 95.1545, s0.loss_bbox: 0.2145, s0.loss_mask: 0.1952, s1.loss_cls: 0.0623, s1.acc: 95.2487, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1011, s2.loss_cls: 0.0315, s2.acc: 95.0884, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0484, loss: 0.9705 2022-09-18 13:10:28,070 - mmdet - INFO - Epoch [28][5750/7330] lr: 1.000e-05, eta: 9:36:35, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1288, s0.acc: 95.3167, s0.loss_bbox: 0.2047, s0.loss_mask: 0.1931, s1.loss_cls: 0.0615, s1.acc: 95.4004, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1007, s2.loss_cls: 0.0310, s2.acc: 95.1989, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0483, loss: 0.9482 2022-09-18 13:10:56,117 - mmdet - INFO - Epoch [28][5800/7330] lr: 1.000e-05, eta: 9:36:06, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1300, s0.acc: 95.2771, s0.loss_bbox: 0.2041, s0.loss_mask: 0.1891, s1.loss_cls: 0.0621, s1.acc: 95.3733, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0999, s2.loss_cls: 0.0313, s2.acc: 95.3169, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0479, loss: 0.9447 2022-09-18 13:11:24,309 - mmdet - INFO - Epoch [28][5850/7330] lr: 1.000e-05, eta: 9:35:37, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1323, s0.acc: 95.1880, s0.loss_bbox: 0.2064, s0.loss_mask: 0.1913, s1.loss_cls: 0.0630, s1.acc: 95.3754, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1004, s2.loss_cls: 0.0321, s2.acc: 95.2464, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0479, loss: 0.9567 2022-09-18 13:11:51,967 - mmdet - INFO - Epoch [28][5900/7330] lr: 1.000e-05, eta: 9:35:08, time: 0.554, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1280, s0.acc: 95.3198, s0.loss_bbox: 0.2042, s0.loss_mask: 0.1924, s1.loss_cls: 0.0614, s1.acc: 95.4357, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1003, s2.loss_cls: 0.0313, s2.acc: 95.2984, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0483, loss: 0.9482 2022-09-18 13:12:20,580 - mmdet - INFO - Epoch [28][5950/7330] lr: 1.000e-05, eta: 9:34:39, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1351, s0.acc: 95.1274, s0.loss_bbox: 0.2124, s0.loss_mask: 0.1926, s1.loss_cls: 0.0644, s1.acc: 95.2898, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1005, s2.loss_cls: 0.0321, s2.acc: 95.1652, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0483, loss: 0.9720 2022-09-18 13:12:48,648 - mmdet - INFO - Epoch [28][6000/7330] lr: 1.000e-05, eta: 9:34:10, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1354, s0.acc: 95.0391, s0.loss_bbox: 0.2170, s0.loss_mask: 0.1953, s1.loss_cls: 0.0642, s1.acc: 95.1662, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1020, s2.loss_cls: 0.0323, s2.acc: 95.0311, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0490, loss: 0.9856 2022-09-18 13:13:16,631 - mmdet - INFO - Epoch [28][6050/7330] lr: 1.000e-05, eta: 9:33:41, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1318, s0.acc: 95.2271, s0.loss_bbox: 0.2046, s0.loss_mask: 0.1909, s1.loss_cls: 0.0630, s1.acc: 95.3572, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1003, s2.loss_cls: 0.0316, s2.acc: 95.1686, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0483, loss: 0.9532 2022-09-18 13:13:45,368 - mmdet - INFO - Epoch [28][6100/7330] lr: 1.000e-05, eta: 9:33:13, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1264, s0.acc: 95.4563, s0.loss_bbox: 0.2040, s0.loss_mask: 0.1862, s1.loss_cls: 0.0599, s1.acc: 95.6083, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0978, s2.loss_cls: 0.0304, s2.acc: 95.3639, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0472, loss: 0.9303 2022-09-18 13:14:13,648 - mmdet - INFO - Epoch [28][6150/7330] lr: 1.000e-05, eta: 9:32:44, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1382, s0.acc: 95.0322, s0.loss_bbox: 0.2166, s0.loss_mask: 0.1897, s1.loss_cls: 0.0664, s1.acc: 95.1063, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0989, s2.loss_cls: 0.0335, s2.acc: 94.9239, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0473, loss: 0.9864 2022-09-18 13:14:42,610 - mmdet - INFO - Epoch [28][6200/7330] lr: 1.000e-05, eta: 9:32:15, time: 0.580, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1395, s0.acc: 94.9058, s0.loss_bbox: 0.2154, s0.loss_mask: 0.1950, s1.loss_cls: 0.0663, s1.acc: 95.0907, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1014, s2.loss_cls: 0.0335, s2.acc: 94.9389, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0484, loss: 0.9903 2022-09-18 13:15:10,917 - mmdet - INFO - Epoch [28][6250/7330] lr: 1.000e-05, eta: 9:31:46, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1294, s0.acc: 95.2451, s0.loss_bbox: 0.2083, s0.loss_mask: 0.1911, s1.loss_cls: 0.0621, s1.acc: 95.2775, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0997, s2.loss_cls: 0.0319, s2.acc: 94.9847, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0480, loss: 0.9530 2022-09-18 13:15:39,094 - mmdet - INFO - Epoch [28][6300/7330] lr: 1.000e-05, eta: 9:31:17, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1354, s0.acc: 95.0706, s0.loss_bbox: 0.2108, s0.loss_mask: 0.1901, s1.loss_cls: 0.0653, s1.acc: 95.1398, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0994, s2.loss_cls: 0.0324, s2.acc: 95.0648, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0477, loss: 0.9667 2022-09-18 13:16:07,493 - mmdet - INFO - Epoch [28][6350/7330] lr: 1.000e-05, eta: 9:30:49, time: 0.568, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1416, s0.acc: 94.8345, s0.loss_bbox: 0.2224, s0.loss_mask: 0.1952, s1.loss_cls: 0.0672, s1.acc: 95.0156, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1019, s2.loss_cls: 0.0338, s2.acc: 94.8128, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0490, loss: 1.0066 2022-09-18 13:16:35,203 - mmdet - INFO - Epoch [28][6400/7330] lr: 1.000e-05, eta: 9:30:20, time: 0.554, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1209, s0.acc: 95.5610, s0.loss_bbox: 0.2011, s0.loss_mask: 0.1886, s1.loss_cls: 0.0577, s1.acc: 95.7567, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0985, s2.loss_cls: 0.0295, s2.acc: 95.5357, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0477, loss: 0.9217 2022-09-18 13:17:03,703 - mmdet - INFO - Epoch [28][6450/7330] lr: 1.000e-05, eta: 9:29:51, time: 0.570, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1337, s0.acc: 95.1885, s0.loss_bbox: 0.2107, s0.loss_mask: 0.1907, s1.loss_cls: 0.0637, s1.acc: 95.3149, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0985, s2.loss_cls: 0.0316, s2.acc: 95.2751, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0473, loss: 0.9628 2022-09-18 13:17:31,968 - mmdet - INFO - Epoch [28][6500/7330] lr: 1.000e-05, eta: 9:29:22, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1368, s0.acc: 95.0320, s0.loss_bbox: 0.2197, s0.loss_mask: 0.1926, s1.loss_cls: 0.0640, s1.acc: 95.2263, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1007, s2.loss_cls: 0.0326, s2.acc: 94.9969, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0485, loss: 0.9904 2022-09-18 13:18:00,546 - mmdet - INFO - Epoch [28][6550/7330] lr: 1.000e-05, eta: 9:28:53, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1320, s0.acc: 95.2163, s0.loss_bbox: 0.2123, s0.loss_mask: 0.1916, s1.loss_cls: 0.0625, s1.acc: 95.3841, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0997, s2.loss_cls: 0.0318, s2.acc: 95.1459, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0480, loss: 0.9672 2022-09-18 13:18:28,973 - mmdet - INFO - Epoch [28][6600/7330] lr: 1.000e-05, eta: 9:28:24, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1326, s0.acc: 95.1379, s0.loss_bbox: 0.2130, s0.loss_mask: 0.1949, s1.loss_cls: 0.0632, s1.acc: 95.2445, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1016, s2.loss_cls: 0.0316, s2.acc: 95.1981, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0487, loss: 0.9767 2022-09-18 13:18:57,044 - mmdet - INFO - Epoch [28][6650/7330] lr: 1.000e-05, eta: 9:27:55, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1352, s0.acc: 95.1538, s0.loss_bbox: 0.2070, s0.loss_mask: 0.1868, s1.loss_cls: 0.0649, s1.acc: 95.2549, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0974, s2.loss_cls: 0.0326, s2.acc: 94.9909, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0469, loss: 0.9540 2022-09-18 13:19:25,523 - mmdet - INFO - Epoch [28][6700/7330] lr: 1.000e-05, eta: 9:27:27, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1370, s0.acc: 95.1323, s0.loss_bbox: 0.2075, s0.loss_mask: 0.1925, s1.loss_cls: 0.0655, s1.acc: 95.2666, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1010, s2.loss_cls: 0.0328, s2.acc: 95.1147, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0484, loss: 0.9695 2022-09-18 13:19:53,648 - mmdet - INFO - Epoch [28][6750/7330] lr: 1.000e-05, eta: 9:26:58, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1287, s0.acc: 95.3132, s0.loss_bbox: 0.2029, s0.loss_mask: 0.1856, s1.loss_cls: 0.0610, s1.acc: 95.4595, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0987, s2.loss_cls: 0.0306, s2.acc: 95.4073, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0477, loss: 0.9378 2022-09-18 13:20:22,070 - mmdet - INFO - Epoch [28][6800/7330] lr: 1.000e-05, eta: 9:26:29, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1342, s0.acc: 95.1814, s0.loss_bbox: 0.2109, s0.loss_mask: 0.1881, s1.loss_cls: 0.0630, s1.acc: 95.4380, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0984, s2.loss_cls: 0.0317, s2.acc: 95.2401, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0473, loss: 0.9601 2022-09-18 13:20:50,170 - mmdet - INFO - Epoch [28][6850/7330] lr: 1.000e-05, eta: 9:26:00, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1351, s0.acc: 95.0996, s0.loss_bbox: 0.2106, s0.loss_mask: 0.1925, s1.loss_cls: 0.0640, s1.acc: 95.2564, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1003, s2.loss_cls: 0.0320, s2.acc: 95.0970, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0485, loss: 0.9697 2022-09-18 13:21:18,038 - mmdet - INFO - Epoch [28][6900/7330] lr: 1.000e-05, eta: 9:25:31, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1404, s0.acc: 94.9060, s0.loss_bbox: 0.2171, s0.loss_mask: 0.1899, s1.loss_cls: 0.0676, s1.acc: 94.9826, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0985, s2.loss_cls: 0.0338, s2.acc: 94.8851, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0474, loss: 0.9861 2022-09-18 13:21:46,356 - mmdet - INFO - Epoch [28][6950/7330] lr: 1.000e-05, eta: 9:25:02, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1305, s0.acc: 95.2366, s0.loss_bbox: 0.2124, s0.loss_mask: 0.1908, s1.loss_cls: 0.0612, s1.acc: 95.4284, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1001, s2.loss_cls: 0.0309, s2.acc: 95.1914, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0487, loss: 0.9617 2022-09-18 13:22:14,280 - mmdet - INFO - Epoch [28][7000/7330] lr: 1.000e-05, eta: 9:24:33, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1327, s0.acc: 95.0867, s0.loss_bbox: 0.2158, s0.loss_mask: 0.1982, s1.loss_cls: 0.0634, s1.acc: 95.1454, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1038, s2.loss_cls: 0.0323, s2.acc: 94.9355, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0499, loss: 0.9872 2022-09-18 13:22:42,734 - mmdet - INFO - Epoch [28][7050/7330] lr: 1.000e-05, eta: 9:24:04, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1367, s0.acc: 95.0110, s0.loss_bbox: 0.2175, s0.loss_mask: 0.1932, s1.loss_cls: 0.0668, s1.acc: 95.0686, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1002, s2.loss_cls: 0.0341, s2.acc: 94.7884, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0483, loss: 0.9882 2022-09-18 13:23:11,339 - mmdet - INFO - Epoch [28][7100/7330] lr: 1.000e-05, eta: 9:23:36, time: 0.573, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1357, s0.acc: 95.0620, s0.loss_bbox: 0.2123, s0.loss_mask: 0.1868, s1.loss_cls: 0.0644, s1.acc: 95.3069, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0986, s2.loss_cls: 0.0320, s2.acc: 95.2481, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0477, loss: 0.9647 2022-09-18 13:23:40,011 - mmdet - INFO - Epoch [28][7150/7330] lr: 1.000e-05, eta: 9:23:07, time: 0.574, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1295, s0.acc: 95.2998, s0.loss_bbox: 0.2094, s0.loss_mask: 0.1969, s1.loss_cls: 0.0609, s1.acc: 95.4891, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1018, s2.loss_cls: 0.0309, s2.acc: 95.2307, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0489, loss: 0.9615 2022-09-18 13:24:08,300 - mmdet - INFO - Epoch [28][7200/7330] lr: 1.000e-05, eta: 9:22:38, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1344, s0.acc: 95.2014, s0.loss_bbox: 0.2086, s0.loss_mask: 0.1858, s1.loss_cls: 0.0650, s1.acc: 95.2266, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0974, s2.loss_cls: 0.0327, s2.acc: 95.0468, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0470, loss: 0.9540 2022-09-18 13:24:36,462 - mmdet - INFO - Epoch [28][7250/7330] lr: 1.000e-05, eta: 9:22:09, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1306, s0.acc: 95.2610, s0.loss_bbox: 0.2079, s0.loss_mask: 0.1904, s1.loss_cls: 0.0619, s1.acc: 95.4078, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1003, s2.loss_cls: 0.0315, s2.acc: 95.2220, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0484, loss: 0.9524 2022-09-18 13:25:05,029 - mmdet - INFO - Epoch [28][7300/7330] lr: 1.000e-05, eta: 9:21:40, time: 0.571, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1294, s0.acc: 95.3633, s0.loss_bbox: 0.2043, s0.loss_mask: 0.1823, s1.loss_cls: 0.0617, s1.acc: 95.4782, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0955, s2.loss_cls: 0.0310, s2.acc: 95.3094, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0461, loss: 0.9307 2022-09-18 13:25:32,178 - mmdet - INFO - Saving checkpoint at 28 epochs 2022-09-18 13:27:14,528 - mmdet - INFO - Evaluating bbox... 2022-09-18 13:27:41,385 - 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 ] = 0.701 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.557 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.342 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.546 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.669 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 ] = 0.470 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.668 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.792 2022-09-18 13:27:41,386 - mmdet - INFO - Evaluating segm... 2022-09-18 13:28:08,189 - 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 ] = 0.478 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 ] = 0.472 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.634 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 ] = 0.385 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 ] = 0.721 2022-09-18 13:28:08,620 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 13:28:08,620 - mmdet - INFO - Epoch(val) [28][313] bbox_mAP: 0.5130, bbox_mAP_50: 0.7010, bbox_mAP_75: 0.5570, bbox_mAP_s: 0.3420, bbox_mAP_m: 0.5460, bbox_mAP_l: 0.6690, bbox_mAP_copypaste: 0.513 0.701 0.557 0.342 0.546 0.669, segm_mAP: 0.4420, segm_mAP_50: 0.6740, segm_mAP_75: 0.4780, segm_mAP_s: 0.2460, segm_mAP_m: 0.4720, segm_mAP_l: 0.6340, segm_mAP_copypaste: 0.442 0.674 0.478 0.246 0.472 0.634 2022-09-18 13:30:26,129 - mmdet - INFO - Epoch [29][50/7330] lr: 1.000e-05, eta: 9:21:21, time: 2.749, data_time: 2.166, memory: 12703, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1323, s0.acc: 95.2766, s0.loss_bbox: 0.2082, s0.loss_mask: 0.1885, s1.loss_cls: 0.0641, s1.acc: 95.2643, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0985, s2.loss_cls: 0.0325, s2.acc: 95.0164, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0469, loss: 0.9544 2022-09-18 13:30:54,985 - mmdet - INFO - Epoch [29][100/7330] lr: 1.000e-05, eta: 9:20:52, time: 0.577, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1373, s0.acc: 94.9963, s0.loss_bbox: 0.2178, s0.loss_mask: 0.1965, s1.loss_cls: 0.0649, s1.acc: 95.1502, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1010, s2.loss_cls: 0.0328, s2.acc: 94.9574, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0486, loss: 0.9902 2022-09-18 13:31:23,846 - mmdet - INFO - Epoch [29][150/7330] lr: 1.000e-05, eta: 9:20:23, time: 0.577, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1255, s0.acc: 95.4375, s0.loss_bbox: 0.2073, s0.loss_mask: 0.1874, s1.loss_cls: 0.0599, s1.acc: 95.6242, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0982, s2.loss_cls: 0.0302, s2.acc: 95.4134, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0472, loss: 0.9398 2022-09-18 13:31:52,472 - mmdet - INFO - Epoch [29][200/7330] lr: 1.000e-05, eta: 9:19:54, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1373, s0.acc: 94.9131, s0.loss_bbox: 0.2172, s0.loss_mask: 0.1966, s1.loss_cls: 0.0655, s1.acc: 95.0098, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1013, s2.loss_cls: 0.0330, s2.acc: 94.9242, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0486, loss: 0.9936 2022-09-18 13:32:21,138 - mmdet - INFO - Epoch [29][250/7330] lr: 1.000e-05, eta: 9:19:26, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1327, s0.acc: 95.1619, s0.loss_bbox: 0.2103, s0.loss_mask: 0.1913, s1.loss_cls: 0.0627, s1.acc: 95.3519, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0995, s2.loss_cls: 0.0315, s2.acc: 95.2271, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0479, loss: 0.9600 2022-09-18 13:32:49,639 - mmdet - INFO - Epoch [29][300/7330] lr: 1.000e-05, eta: 9:18:57, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1345, s0.acc: 95.1077, s0.loss_bbox: 0.2166, s0.loss_mask: 0.1973, s1.loss_cls: 0.0647, s1.acc: 95.1141, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1015, s2.loss_cls: 0.0324, s2.acc: 94.9555, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0487, loss: 0.9858 2022-09-18 13:33:18,332 - mmdet - INFO - Epoch [29][350/7330] lr: 1.000e-05, eta: 9:18:28, time: 0.573, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1221, s0.acc: 95.6167, s0.loss_bbox: 0.1963, s0.loss_mask: 0.1798, s1.loss_cls: 0.0578, s1.acc: 95.7402, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0948, s2.loss_cls: 0.0290, s2.acc: 95.6082, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0459, loss: 0.9019 2022-09-18 13:33:46,477 - mmdet - INFO - Epoch [29][400/7330] lr: 1.000e-05, eta: 9:17:59, time: 0.564, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1261, s0.acc: 95.4434, s0.loss_bbox: 0.2036, s0.loss_mask: 0.1897, s1.loss_cls: 0.0591, s1.acc: 95.6110, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0991, s2.loss_cls: 0.0294, s2.acc: 95.5773, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0476, loss: 0.9346 2022-09-18 13:34:14,455 - mmdet - INFO - Epoch [29][450/7330] lr: 1.000e-05, eta: 9:17:30, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1263, s0.acc: 95.3684, s0.loss_bbox: 0.2032, s0.loss_mask: 0.1890, s1.loss_cls: 0.0597, s1.acc: 95.6057, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0981, s2.loss_cls: 0.0302, s2.acc: 95.4197, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0471, loss: 0.9349 2022-09-18 13:34:42,614 - mmdet - INFO - Epoch [29][500/7330] lr: 1.000e-05, eta: 9:17:01, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1297, s0.acc: 95.3330, s0.loss_bbox: 0.2076, s0.loss_mask: 0.1876, s1.loss_cls: 0.0616, s1.acc: 95.4978, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0984, s2.loss_cls: 0.0308, s2.acc: 95.3417, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0473, loss: 0.9446 2022-09-18 13:35:11,127 - mmdet - INFO - Epoch [29][550/7330] lr: 1.000e-05, eta: 9:16:33, time: 0.571, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1348, s0.acc: 95.0576, s0.loss_bbox: 0.2121, s0.loss_mask: 0.1898, s1.loss_cls: 0.0637, s1.acc: 95.1715, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0985, s2.loss_cls: 0.0321, s2.acc: 94.9934, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0473, loss: 0.9670 2022-09-18 13:35:39,090 - mmdet - INFO - Epoch [29][600/7330] lr: 1.000e-05, eta: 9:16:04, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1349, s0.acc: 95.1587, s0.loss_bbox: 0.2130, s0.loss_mask: 0.1885, s1.loss_cls: 0.0634, s1.acc: 95.3543, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0976, s2.loss_cls: 0.0315, s2.acc: 95.2222, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0470, loss: 0.9644 2022-09-18 13:36:07,508 - mmdet - INFO - Epoch [29][650/7330] lr: 1.000e-05, eta: 9:15:35, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1304, s0.acc: 95.1499, s0.loss_bbox: 0.2143, s0.loss_mask: 0.1878, s1.loss_cls: 0.0616, s1.acc: 95.3355, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0984, s2.loss_cls: 0.0312, s2.acc: 95.1269, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0473, loss: 0.9582 2022-09-18 13:36:35,953 - mmdet - INFO - Epoch [29][700/7330] lr: 1.000e-05, eta: 9:15:06, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1239, s0.acc: 95.5576, s0.loss_bbox: 0.1986, s0.loss_mask: 0.1856, s1.loss_cls: 0.0584, s1.acc: 95.7301, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0965, s2.loss_cls: 0.0297, s2.acc: 95.6387, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0468, loss: 0.9144 2022-09-18 13:37:04,511 - mmdet - INFO - Epoch [29][750/7330] lr: 1.000e-05, eta: 9:14:37, time: 0.571, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1312, s0.acc: 95.1777, s0.loss_bbox: 0.2064, s0.loss_mask: 0.1924, s1.loss_cls: 0.0620, s1.acc: 95.3302, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1006, s2.loss_cls: 0.0311, s2.acc: 95.1410, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0481, loss: 0.9524 2022-09-18 13:37:32,759 - mmdet - INFO - Epoch [29][800/7330] lr: 1.000e-05, eta: 9:14:08, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1355, s0.acc: 95.0623, s0.loss_bbox: 0.2086, s0.loss_mask: 0.1926, s1.loss_cls: 0.0636, s1.acc: 95.2390, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1001, s2.loss_cls: 0.0317, s2.acc: 95.1574, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0484, loss: 0.9653 2022-09-18 13:38:01,258 - mmdet - INFO - Epoch [29][850/7330] lr: 1.000e-05, eta: 9:13:39, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1310, s0.acc: 95.2021, s0.loss_bbox: 0.2115, s0.loss_mask: 0.1895, s1.loss_cls: 0.0615, s1.acc: 95.3580, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0982, s2.loss_cls: 0.0310, s2.acc: 95.2773, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0473, loss: 0.9582 2022-09-18 13:38:30,071 - mmdet - INFO - Epoch [29][900/7330] lr: 1.000e-05, eta: 9:13:11, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1312, s0.acc: 95.1733, s0.loss_bbox: 0.2076, s0.loss_mask: 0.1926, s1.loss_cls: 0.0617, s1.acc: 95.3883, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1002, s2.loss_cls: 0.0312, s2.acc: 95.2506, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0479, loss: 0.9551 2022-09-18 13:38:58,664 - mmdet - INFO - Epoch [29][950/7330] lr: 1.000e-05, eta: 9:12:42, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1256, s0.acc: 95.3645, s0.loss_bbox: 0.2087, s0.loss_mask: 0.1867, s1.loss_cls: 0.0589, s1.acc: 95.5362, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0976, s2.loss_cls: 0.0296, s2.acc: 95.4476, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0471, loss: 0.9399 2022-09-18 13:39:26,959 - mmdet - INFO - Epoch [29][1000/7330] lr: 1.000e-05, eta: 9:12:13, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1276, s0.acc: 95.2913, s0.loss_bbox: 0.2084, s0.loss_mask: 0.1895, s1.loss_cls: 0.0610, s1.acc: 95.3562, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0985, s2.loss_cls: 0.0308, s2.acc: 95.1929, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0477, loss: 0.9476 2022-09-18 13:39:54,910 - mmdet - INFO - Epoch [29][1050/7330] lr: 1.000e-05, eta: 9:11:44, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1307, s0.acc: 95.2705, s0.loss_bbox: 0.2056, s0.loss_mask: 0.1849, s1.loss_cls: 0.0623, s1.acc: 95.2875, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0966, s2.loss_cls: 0.0313, s2.acc: 95.2132, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0464, loss: 0.9417 2022-09-18 13:40:23,325 - mmdet - INFO - Epoch [29][1100/7330] lr: 1.000e-05, eta: 9:11:15, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1320, s0.acc: 95.2043, s0.loss_bbox: 0.2074, s0.loss_mask: 0.1915, s1.loss_cls: 0.0624, s1.acc: 95.3677, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1007, s2.loss_cls: 0.0312, s2.acc: 95.2860, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0485, loss: 0.9602 2022-09-18 13:40:51,568 - mmdet - INFO - Epoch [29][1150/7330] lr: 1.000e-05, eta: 9:10:46, time: 0.566, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1264, s0.acc: 95.3833, s0.loss_bbox: 0.2048, s0.loss_mask: 0.1846, s1.loss_cls: 0.0607, s1.acc: 95.4257, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0959, s2.loss_cls: 0.0307, s2.acc: 95.3169, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0464, loss: 0.9340 2022-09-18 13:41:20,084 - mmdet - INFO - Epoch [29][1200/7330] lr: 1.000e-05, eta: 9:10:18, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1369, s0.acc: 95.1050, s0.loss_bbox: 0.2183, s0.loss_mask: 0.1939, s1.loss_cls: 0.0655, s1.acc: 95.2900, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1008, s2.loss_cls: 0.0336, s2.acc: 95.0662, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0485, loss: 0.9925 2022-09-18 13:41:48,204 - mmdet - INFO - Epoch [29][1250/7330] lr: 1.000e-05, eta: 9:09:49, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1277, s0.acc: 95.3821, s0.loss_bbox: 0.2005, s0.loss_mask: 0.1885, s1.loss_cls: 0.0609, s1.acc: 95.5758, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0981, s2.loss_cls: 0.0309, s2.acc: 95.3649, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0474, loss: 0.9331 2022-09-18 13:42:16,836 - mmdet - INFO - Epoch [29][1300/7330] lr: 1.000e-05, eta: 9:09:20, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1330, s0.acc: 95.2693, s0.loss_bbox: 0.2022, s0.loss_mask: 0.1841, s1.loss_cls: 0.0627, s1.acc: 95.4931, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0956, s2.loss_cls: 0.0316, s2.acc: 95.1959, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0459, loss: 0.9344 2022-09-18 13:42:45,156 - mmdet - INFO - Epoch [29][1350/7330] lr: 1.000e-05, eta: 9:08:51, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1242, s0.acc: 95.4902, s0.loss_bbox: 0.2023, s0.loss_mask: 0.1900, s1.loss_cls: 0.0585, s1.acc: 95.6808, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0990, s2.loss_cls: 0.0297, s2.acc: 95.5051, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0478, loss: 0.9293 2022-09-18 13:43:14,058 - mmdet - INFO - Epoch [29][1400/7330] lr: 1.000e-05, eta: 9:08:22, time: 0.578, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1409, s0.acc: 94.8547, s0.loss_bbox: 0.2162, s0.loss_mask: 0.1932, s1.loss_cls: 0.0670, s1.acc: 94.9762, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1008, s2.loss_cls: 0.0339, s2.acc: 94.8320, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0483, loss: 0.9916 2022-09-18 13:43:42,428 - mmdet - INFO - Epoch [29][1450/7330] lr: 1.000e-05, eta: 9:07:53, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1328, s0.acc: 95.1436, s0.loss_bbox: 0.2094, s0.loss_mask: 0.1927, s1.loss_cls: 0.0631, s1.acc: 95.3318, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1004, s2.loss_cls: 0.0316, s2.acc: 95.1988, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0483, loss: 0.9643 2022-09-18 13:44:11,116 - mmdet - INFO - Epoch [29][1500/7330] lr: 1.000e-05, eta: 9:07:25, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1274, s0.acc: 95.2932, s0.loss_bbox: 0.2078, s0.loss_mask: 0.1886, s1.loss_cls: 0.0604, s1.acc: 95.3939, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0985, s2.loss_cls: 0.0306, s2.acc: 95.2977, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0472, loss: 0.9419 2022-09-18 13:44:40,266 - mmdet - INFO - Epoch [29][1550/7330] lr: 1.000e-05, eta: 9:06:56, time: 0.583, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1333, s0.acc: 95.0630, s0.loss_bbox: 0.2103, s0.loss_mask: 0.1922, s1.loss_cls: 0.0630, s1.acc: 95.2774, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1010, s2.loss_cls: 0.0319, s2.acc: 95.1341, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0486, loss: 0.9670 2022-09-18 13:45:08,869 - mmdet - INFO - Epoch [29][1600/7330] lr: 1.000e-05, eta: 9:06:27, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1268, s0.acc: 95.4360, s0.loss_bbox: 0.2012, s0.loss_mask: 0.1795, s1.loss_cls: 0.0600, s1.acc: 95.5281, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0944, s2.loss_cls: 0.0298, s2.acc: 95.3730, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0455, loss: 0.9146 2022-09-18 13:45:37,483 - mmdet - INFO - Epoch [29][1650/7330] lr: 1.000e-05, eta: 9:05:59, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1327, s0.acc: 95.2263, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1870, s1.loss_cls: 0.0632, s1.acc: 95.3788, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0975, s2.loss_cls: 0.0318, s2.acc: 95.2422, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0469, loss: 0.9410 2022-09-18 13:46:06,154 - mmdet - INFO - Epoch [29][1700/7330] lr: 1.000e-05, eta: 9:05:30, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1379, s0.acc: 94.9214, s0.loss_bbox: 0.2212, s0.loss_mask: 0.1974, s1.loss_cls: 0.0664, s1.acc: 95.0078, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1026, s2.loss_cls: 0.0334, s2.acc: 94.8431, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0494, loss: 1.0038 2022-09-18 13:46:35,382 - mmdet - INFO - Epoch [29][1750/7330] lr: 1.000e-05, eta: 9:05:01, time: 0.584, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1352, s0.acc: 95.0193, s0.loss_bbox: 0.2165, s0.loss_mask: 0.1895, s1.loss_cls: 0.0640, s1.acc: 95.1784, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0983, s2.loss_cls: 0.0319, s2.acc: 95.0934, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0474, loss: 0.9761 2022-09-18 13:47:03,048 - mmdet - INFO - Epoch [29][1800/7330] lr: 1.000e-05, eta: 9:04:32, time: 0.554, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1292, s0.acc: 95.2791, s0.loss_bbox: 0.2042, s0.loss_mask: 0.1910, s1.loss_cls: 0.0615, s1.acc: 95.4573, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1003, s2.loss_cls: 0.0310, s2.acc: 95.2591, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0485, loss: 0.9453 2022-09-18 13:47:31,138 - mmdet - INFO - Epoch [29][1850/7330] lr: 1.000e-05, eta: 9:04:03, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1267, s0.acc: 95.4124, s0.loss_bbox: 0.2052, s0.loss_mask: 0.1853, s1.loss_cls: 0.0597, s1.acc: 95.5674, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0975, s2.loss_cls: 0.0300, s2.acc: 95.3992, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0467, loss: 0.9304 2022-09-18 13:47:58,960 - mmdet - INFO - Epoch [29][1900/7330] lr: 1.000e-05, eta: 9:03:34, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1255, s0.acc: 95.4690, s0.loss_bbox: 0.2038, s0.loss_mask: 0.1843, s1.loss_cls: 0.0604, s1.acc: 95.5312, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0971, s2.loss_cls: 0.0304, s2.acc: 95.3934, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0471, loss: 0.9281 2022-09-18 13:48:27,458 - mmdet - INFO - Epoch [29][1950/7330] lr: 1.000e-05, eta: 9:03:05, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1331, s0.acc: 95.1807, s0.loss_bbox: 0.2098, s0.loss_mask: 0.1909, s1.loss_cls: 0.0625, s1.acc: 95.3996, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1002, s2.loss_cls: 0.0314, s2.acc: 95.3717, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0484, loss: 0.9633 2022-09-18 13:48:56,590 - mmdet - INFO - Epoch [29][2000/7330] lr: 1.000e-05, eta: 9:02:37, time: 0.583, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1238, s0.acc: 95.5085, s0.loss_bbox: 0.2016, s0.loss_mask: 0.1892, s1.loss_cls: 0.0588, s1.acc: 95.6675, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0987, s2.loss_cls: 0.0299, s2.acc: 95.5188, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0475, loss: 0.9277 2022-09-18 13:49:24,947 - mmdet - INFO - Epoch [29][2050/7330] lr: 1.000e-05, eta: 9:02:08, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1330, s0.acc: 95.2219, s0.loss_bbox: 0.2030, s0.loss_mask: 0.1860, s1.loss_cls: 0.0624, s1.acc: 95.4295, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0969, s2.loss_cls: 0.0311, s2.acc: 95.4148, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0470, loss: 0.9368 2022-09-18 13:49:53,121 - mmdet - INFO - Epoch [29][2100/7330] lr: 1.000e-05, eta: 9:01:39, time: 0.564, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1286, s0.acc: 95.3467, s0.loss_bbox: 0.2083, s0.loss_mask: 0.1884, s1.loss_cls: 0.0603, s1.acc: 95.5077, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0981, s2.loss_cls: 0.0307, s2.acc: 95.2516, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0473, loss: 0.9456 2022-09-18 13:50:21,273 - mmdet - INFO - Epoch [29][2150/7330] lr: 1.000e-05, eta: 9:01:10, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1237, s0.acc: 95.4753, s0.loss_bbox: 0.1997, s0.loss_mask: 0.1838, s1.loss_cls: 0.0588, s1.acc: 95.6277, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0965, s2.loss_cls: 0.0299, s2.acc: 95.4134, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0466, loss: 0.9167 2022-09-18 13:50:49,645 - mmdet - INFO - Epoch [29][2200/7330] lr: 1.000e-05, eta: 9:00:41, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1243, s0.acc: 95.3757, s0.loss_bbox: 0.2072, s0.loss_mask: 0.1843, s1.loss_cls: 0.0597, s1.acc: 95.4633, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0964, s2.loss_cls: 0.0301, s2.acc: 95.3243, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0463, loss: 0.9312 2022-09-18 13:51:18,774 - mmdet - INFO - Epoch [29][2250/7330] lr: 1.000e-05, eta: 9:00:13, time: 0.585, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1358, s0.acc: 95.0505, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2017, s1.loss_cls: 0.0641, s1.acc: 95.3064, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1039, s2.loss_cls: 0.0320, s2.acc: 95.1825, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0500, loss: 0.9967 2022-09-18 13:51:46,831 - mmdet - INFO - Epoch [29][2300/7330] lr: 1.000e-05, eta: 8:59:44, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1232, s0.acc: 95.4700, s0.loss_bbox: 0.2007, s0.loss_mask: 0.1834, s1.loss_cls: 0.0585, s1.acc: 95.5702, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0963, s2.loss_cls: 0.0291, s2.acc: 95.4601, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0467, loss: 0.9151 2022-09-18 13:52:15,813 - mmdet - INFO - Epoch [29][2350/7330] lr: 1.000e-05, eta: 8:59:15, time: 0.579, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1294, s0.acc: 95.2356, s0.loss_bbox: 0.2065, s0.loss_mask: 0.1881, s1.loss_cls: 0.0615, s1.acc: 95.3812, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0985, s2.loss_cls: 0.0306, s2.acc: 95.3272, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0475, loss: 0.9417 2022-09-18 13:52:44,577 - mmdet - INFO - Epoch [29][2400/7330] lr: 1.000e-05, eta: 8:58:46, time: 0.576, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1261, s0.acc: 95.3567, s0.loss_bbox: 0.2077, s0.loss_mask: 0.1875, s1.loss_cls: 0.0593, s1.acc: 95.5154, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0980, s2.loss_cls: 0.0303, s2.acc: 95.3850, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0474, loss: 0.9419 2022-09-18 13:53:13,106 - mmdet - INFO - Epoch [29][2450/7330] lr: 1.000e-05, eta: 8:58:18, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1311, s0.acc: 95.1187, s0.loss_bbox: 0.2107, s0.loss_mask: 0.1911, s1.loss_cls: 0.0621, s1.acc: 95.2344, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0998, s2.loss_cls: 0.0312, s2.acc: 95.0670, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0482, loss: 0.9628 2022-09-18 13:53:41,226 - mmdet - INFO - Epoch [29][2500/7330] lr: 1.000e-05, eta: 8:57:49, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1280, s0.acc: 95.3867, s0.loss_bbox: 0.2068, s0.loss_mask: 0.1883, s1.loss_cls: 0.0610, s1.acc: 95.4648, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0985, s2.loss_cls: 0.0307, s2.acc: 95.3497, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0473, loss: 0.9443 2022-09-18 13:54:09,671 - mmdet - INFO - Epoch [29][2550/7330] lr: 1.000e-05, eta: 8:57:20, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1336, s0.acc: 95.1482, s0.loss_bbox: 0.2139, s0.loss_mask: 0.1945, s1.loss_cls: 0.0628, s1.acc: 95.2650, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1011, s2.loss_cls: 0.0313, s2.acc: 95.0935, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0486, loss: 0.9739 2022-09-18 13:54:37,976 - mmdet - INFO - Epoch [29][2600/7330] lr: 1.000e-05, eta: 8:56:51, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1314, s0.acc: 95.2104, s0.loss_bbox: 0.2091, s0.loss_mask: 0.1935, s1.loss_cls: 0.0629, s1.acc: 95.3878, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1008, s2.loss_cls: 0.0318, s2.acc: 95.2242, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0484, loss: 0.9657 2022-09-18 13:55:05,883 - mmdet - INFO - Epoch [29][2650/7330] lr: 1.000e-05, eta: 8:56:22, time: 0.558, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1306, s0.acc: 95.2283, s0.loss_bbox: 0.2069, s0.loss_mask: 0.1890, s1.loss_cls: 0.0621, s1.acc: 95.3610, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0984, s2.loss_cls: 0.0311, s2.acc: 95.2136, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0475, loss: 0.9487 2022-09-18 13:55:34,343 - mmdet - INFO - Epoch [29][2700/7330] lr: 1.000e-05, eta: 8:55:53, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1345, s0.acc: 95.0557, s0.loss_bbox: 0.2119, s0.loss_mask: 0.1930, s1.loss_cls: 0.0643, s1.acc: 95.1790, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1014, s2.loss_cls: 0.0320, s2.acc: 95.0506, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0490, loss: 0.9724 2022-09-18 13:56:02,620 - mmdet - INFO - Epoch [29][2750/7330] lr: 1.000e-05, eta: 8:55:24, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1377, s0.acc: 95.0029, s0.loss_bbox: 0.2178, s0.loss_mask: 0.1947, s1.loss_cls: 0.0648, s1.acc: 95.2027, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1014, s2.loss_cls: 0.0327, s2.acc: 95.0680, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0488, loss: 0.9860 2022-09-18 13:56:30,956 - mmdet - INFO - Epoch [29][2800/7330] lr: 1.000e-05, eta: 8:54:55, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1346, s0.acc: 95.1560, s0.loss_bbox: 0.2122, s0.loss_mask: 0.1925, s1.loss_cls: 0.0635, s1.acc: 95.3165, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0999, s2.loss_cls: 0.0320, s2.acc: 95.0935, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0481, loss: 0.9683 2022-09-18 13:56:59,808 - mmdet - INFO - Epoch [29][2850/7330] lr: 1.000e-05, eta: 8:54:27, time: 0.577, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1282, s0.acc: 95.3069, s0.loss_bbox: 0.2093, s0.loss_mask: 0.1916, s1.loss_cls: 0.0612, s1.acc: 95.4493, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1009, s2.loss_cls: 0.0311, s2.acc: 95.2269, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0485, loss: 0.9551 2022-09-18 13:57:28,362 - mmdet - INFO - Epoch [29][2900/7330] lr: 1.000e-05, eta: 8:53:58, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1247, s0.acc: 95.4299, s0.loss_bbox: 0.2018, s0.loss_mask: 0.1840, s1.loss_cls: 0.0590, s1.acc: 95.6071, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0962, s2.loss_cls: 0.0296, s2.acc: 95.4431, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0464, loss: 0.9190 2022-09-18 13:57:56,892 - mmdet - INFO - Epoch [29][2950/7330] lr: 1.000e-05, eta: 8:53:29, time: 0.571, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1387, s0.acc: 94.9219, s0.loss_bbox: 0.2168, s0.loss_mask: 0.1944, s1.loss_cls: 0.0671, s1.acc: 94.9775, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1006, s2.loss_cls: 0.0336, s2.acc: 94.8890, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0483, loss: 0.9937 2022-09-18 13:58:25,226 - mmdet - INFO - Epoch [29][3000/7330] lr: 1.000e-05, eta: 8:53:00, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1238, s0.acc: 95.4290, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1824, s1.loss_cls: 0.0593, s1.acc: 95.5175, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0954, s2.loss_cls: 0.0301, s2.acc: 95.3587, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0460, loss: 0.9202 2022-09-18 13:58:53,844 - mmdet - INFO - Epoch [29][3050/7330] lr: 1.000e-05, eta: 8:52:32, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1252, s0.acc: 95.4602, s0.loss_bbox: 0.2005, s0.loss_mask: 0.1886, s1.loss_cls: 0.0596, s1.acc: 95.5374, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0990, s2.loss_cls: 0.0296, s2.acc: 95.4899, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0479, loss: 0.9260 2022-09-18 13:59:22,361 - mmdet - INFO - Epoch [29][3100/7330] lr: 1.000e-05, eta: 8:52:03, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1270, s0.acc: 95.3254, s0.loss_bbox: 0.2004, s0.loss_mask: 0.1857, s1.loss_cls: 0.0606, s1.acc: 95.5057, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0974, s2.loss_cls: 0.0306, s2.acc: 95.3292, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0472, loss: 0.9285 2022-09-18 13:59:50,132 - mmdet - INFO - Epoch [29][3150/7330] lr: 1.000e-05, eta: 8:51:34, time: 0.555, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1286, s0.acc: 95.4275, s0.loss_bbox: 0.2012, s0.loss_mask: 0.1880, s1.loss_cls: 0.0615, s1.acc: 95.5388, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0977, s2.loss_cls: 0.0304, s2.acc: 95.4717, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0472, loss: 0.9315 2022-09-18 14:00:18,786 - mmdet - INFO - Epoch [29][3200/7330] lr: 1.000e-05, eta: 8:51:05, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1246, s0.acc: 95.3674, s0.loss_bbox: 0.2045, s0.loss_mask: 0.1840, s1.loss_cls: 0.0591, s1.acc: 95.5088, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0971, s2.loss_cls: 0.0298, s2.acc: 95.4025, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0469, loss: 0.9300 2022-09-18 14:00:46,882 - mmdet - INFO - Epoch [29][3250/7330] lr: 1.000e-05, eta: 8:50:36, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1364, s0.acc: 95.0469, s0.loss_bbox: 0.2128, s0.loss_mask: 0.1949, s1.loss_cls: 0.0652, s1.acc: 95.1748, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1004, s2.loss_cls: 0.0334, s2.acc: 94.9287, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0483, loss: 0.9773 2022-09-18 14:01:15,721 - mmdet - INFO - Epoch [29][3300/7330] lr: 1.000e-05, eta: 8:50:07, time: 0.577, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1254, s0.acc: 95.4072, s0.loss_bbox: 0.2075, s0.loss_mask: 0.1856, s1.loss_cls: 0.0587, s1.acc: 95.6180, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0974, s2.loss_cls: 0.0300, s2.acc: 95.3419, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0470, loss: 0.9393 2022-09-18 14:01:44,511 - mmdet - INFO - Epoch [29][3350/7330] lr: 1.000e-05, eta: 8:49:39, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1336, s0.acc: 95.1636, s0.loss_bbox: 0.2063, s0.loss_mask: 0.1924, s1.loss_cls: 0.0633, s1.acc: 95.2163, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1004, s2.loss_cls: 0.0311, s2.acc: 95.2138, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0483, loss: 0.9585 2022-09-18 14:02:12,454 - mmdet - INFO - Epoch [29][3400/7330] lr: 1.000e-05, eta: 8:49:10, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1258, s0.acc: 95.4141, s0.loss_bbox: 0.2056, s0.loss_mask: 0.1876, s1.loss_cls: 0.0597, s1.acc: 95.5770, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0978, s2.loss_cls: 0.0306, s2.acc: 95.3544, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0471, loss: 0.9334 2022-09-18 14:02:40,802 - mmdet - INFO - Epoch [29][3450/7330] lr: 1.000e-05, eta: 8:48:41, time: 0.566, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1296, s0.acc: 95.2268, s0.loss_bbox: 0.2052, s0.loss_mask: 0.1920, s1.loss_cls: 0.0618, s1.acc: 95.3956, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0999, s2.loss_cls: 0.0314, s2.acc: 95.1788, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0481, loss: 0.9477 2022-09-18 14:03:09,005 - mmdet - INFO - Epoch [29][3500/7330] lr: 1.000e-05, eta: 8:48:12, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1336, s0.acc: 95.1699, s0.loss_bbox: 0.2130, s0.loss_mask: 0.1869, s1.loss_cls: 0.0634, s1.acc: 95.4003, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0979, s2.loss_cls: 0.0315, s2.acc: 95.2923, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0474, loss: 0.9650 2022-09-18 14:03:37,101 - mmdet - INFO - Epoch [29][3550/7330] lr: 1.000e-05, eta: 8:47:43, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1300, s0.acc: 95.3162, s0.loss_bbox: 0.2095, s0.loss_mask: 0.1899, s1.loss_cls: 0.0609, s1.acc: 95.4582, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0991, s2.loss_cls: 0.0307, s2.acc: 95.2742, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0479, loss: 0.9544 2022-09-18 14:04:05,114 - mmdet - INFO - Epoch [29][3600/7330] lr: 1.000e-05, eta: 8:47:14, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1333, s0.acc: 95.1008, s0.loss_bbox: 0.2117, s0.loss_mask: 0.1844, s1.loss_cls: 0.0643, s1.acc: 95.2398, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0965, s2.loss_cls: 0.0325, s2.acc: 95.0476, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0463, loss: 0.9551 2022-09-18 14:04:32,890 - mmdet - INFO - Epoch [29][3650/7330] lr: 1.000e-05, eta: 8:46:45, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1383, s0.acc: 94.9978, s0.loss_bbox: 0.2137, s0.loss_mask: 0.1911, s1.loss_cls: 0.0654, s1.acc: 95.1812, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0991, s2.loss_cls: 0.0335, s2.acc: 94.9291, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0475, loss: 0.9785 2022-09-18 14:05:01,118 - mmdet - INFO - Epoch [29][3700/7330] lr: 1.000e-05, eta: 8:46:16, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1285, s0.acc: 95.2825, s0.loss_bbox: 0.2077, s0.loss_mask: 0.1863, s1.loss_cls: 0.0609, s1.acc: 95.4569, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0976, s2.loss_cls: 0.0308, s2.acc: 95.2433, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0471, loss: 0.9431 2022-09-18 14:05:29,172 - mmdet - INFO - Epoch [29][3750/7330] lr: 1.000e-05, eta: 8:45:47, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1287, s0.acc: 95.3181, s0.loss_bbox: 0.2059, s0.loss_mask: 0.1893, s1.loss_cls: 0.0617, s1.acc: 95.4780, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0986, s2.loss_cls: 0.0316, s2.acc: 95.2021, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0473, loss: 0.9450 2022-09-18 14:05:57,296 - mmdet - INFO - Epoch [29][3800/7330] lr: 1.000e-05, eta: 8:45:18, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1255, s0.acc: 95.4368, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1849, s1.loss_cls: 0.0598, s1.acc: 95.6188, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0978, s2.loss_cls: 0.0301, s2.acc: 95.4541, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0470, loss: 0.9283 2022-09-18 14:06:25,601 - mmdet - INFO - Epoch [29][3850/7330] lr: 1.000e-05, eta: 8:44:50, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1231, s0.acc: 95.4761, s0.loss_bbox: 0.1956, s0.loss_mask: 0.1796, s1.loss_cls: 0.0588, s1.acc: 95.5844, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0949, s2.loss_cls: 0.0300, s2.acc: 95.3900, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0459, loss: 0.9022 2022-09-18 14:06:54,319 - mmdet - INFO - Epoch [29][3900/7330] lr: 1.000e-05, eta: 8:44:21, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1273, s0.acc: 95.2234, s0.loss_bbox: 0.2086, s0.loss_mask: 0.1858, s1.loss_cls: 0.0601, s1.acc: 95.4613, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0970, s2.loss_cls: 0.0303, s2.acc: 95.3441, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0468, loss: 0.9416 2022-09-18 14:07:23,186 - mmdet - INFO - Epoch [29][3950/7330] lr: 1.000e-05, eta: 8:43:52, time: 0.577, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0161, s0.loss_cls: 0.1203, s0.acc: 95.5288, s0.loss_bbox: 0.1966, s0.loss_mask: 0.1822, s1.loss_cls: 0.0567, s1.acc: 95.7222, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0963, s2.loss_cls: 0.0286, s2.acc: 95.6234, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0466, loss: 0.9013 2022-09-18 14:07:51,799 - mmdet - INFO - Epoch [29][4000/7330] lr: 1.000e-05, eta: 8:43:23, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1336, s0.acc: 95.0508, s0.loss_bbox: 0.2098, s0.loss_mask: 0.1892, s1.loss_cls: 0.0644, s1.acc: 95.1886, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0987, s2.loss_cls: 0.0324, s2.acc: 95.0142, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0475, loss: 0.9638 2022-09-18 14:08:20,671 - mmdet - INFO - Epoch [29][4050/7330] lr: 1.000e-05, eta: 8:42:55, time: 0.578, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1391, s0.acc: 94.9487, s0.loss_bbox: 0.2186, s0.loss_mask: 0.1921, s1.loss_cls: 0.0662, s1.acc: 95.0518, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1001, s2.loss_cls: 0.0333, s2.acc: 94.8298, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0482, loss: 0.9907 2022-09-18 14:08:48,946 - mmdet - INFO - Epoch [29][4100/7330] lr: 1.000e-05, eta: 8:42:26, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1348, s0.acc: 95.0591, s0.loss_bbox: 0.2112, s0.loss_mask: 0.1906, s1.loss_cls: 0.0646, s1.acc: 95.1697, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0988, s2.loss_cls: 0.0324, s2.acc: 95.0566, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0476, loss: 0.9680 2022-09-18 14:09:17,337 - mmdet - INFO - Epoch [29][4150/7330] lr: 1.000e-05, eta: 8:41:57, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1312, s0.acc: 95.2090, s0.loss_bbox: 0.2104, s0.loss_mask: 0.1886, s1.loss_cls: 0.0617, s1.acc: 95.3391, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0992, s2.loss_cls: 0.0315, s2.acc: 94.9885, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0477, loss: 0.9567 2022-09-18 14:09:45,555 - mmdet - INFO - Epoch [29][4200/7330] lr: 1.000e-05, eta: 8:41:28, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1248, s0.acc: 95.5127, s0.loss_bbox: 0.2002, s0.loss_mask: 0.1857, s1.loss_cls: 0.0594, s1.acc: 95.6577, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0976, s2.loss_cls: 0.0296, s2.acc: 95.5580, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0472, loss: 0.9232 2022-09-18 14:10:13,744 - mmdet - INFO - Epoch [29][4250/7330] lr: 1.000e-05, eta: 8:40:59, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1220, s0.acc: 95.6284, s0.loss_bbox: 0.2007, s0.loss_mask: 0.1895, s1.loss_cls: 0.0576, s1.acc: 95.8653, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0987, s2.loss_cls: 0.0295, s2.acc: 95.6459, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0476, loss: 0.9241 2022-09-18 14:10:42,022 - mmdet - INFO - Epoch [29][4300/7330] lr: 1.000e-05, eta: 8:40:30, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1336, s0.acc: 95.1187, s0.loss_bbox: 0.2097, s0.loss_mask: 0.1919, s1.loss_cls: 0.0636, s1.acc: 95.2638, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0994, s2.loss_cls: 0.0316, s2.acc: 95.1212, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0476, loss: 0.9637 2022-09-18 14:11:10,422 - mmdet - INFO - Epoch [29][4350/7330] lr: 1.000e-05, eta: 8:40:02, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1363, s0.acc: 95.0051, s0.loss_bbox: 0.2147, s0.loss_mask: 0.1906, s1.loss_cls: 0.0643, s1.acc: 95.1099, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0987, s2.loss_cls: 0.0320, s2.acc: 95.0501, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0475, loss: 0.9704 2022-09-18 14:11:39,346 - mmdet - INFO - Epoch [29][4400/7330] lr: 1.000e-05, eta: 8:39:33, time: 0.579, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1312, s0.acc: 95.2559, s0.loss_bbox: 0.2111, s0.loss_mask: 0.1926, s1.loss_cls: 0.0624, s1.acc: 95.4619, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1001, s2.loss_cls: 0.0313, s2.acc: 95.3157, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0485, loss: 0.9617 2022-09-18 14:12:07,492 - mmdet - INFO - Epoch [29][4450/7330] lr: 1.000e-05, eta: 8:39:04, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1246, s0.acc: 95.5051, s0.loss_bbox: 0.1956, s0.loss_mask: 0.1829, s1.loss_cls: 0.0595, s1.acc: 95.5831, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0958, s2.loss_cls: 0.0297, s2.acc: 95.4438, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0462, loss: 0.9081 2022-09-18 14:12:36,443 - mmdet - INFO - Epoch [29][4500/7330] lr: 1.000e-05, eta: 8:38:35, time: 0.579, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1296, s0.acc: 95.2893, s0.loss_bbox: 0.2115, s0.loss_mask: 0.1934, s1.loss_cls: 0.0623, s1.acc: 95.3437, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1016, s2.loss_cls: 0.0315, s2.acc: 95.1505, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0487, loss: 0.9667 2022-09-18 14:13:04,739 - mmdet - INFO - Epoch [29][4550/7330] lr: 1.000e-05, eta: 8:38:06, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1345, s0.acc: 95.0222, s0.loss_bbox: 0.2131, s0.loss_mask: 0.1914, s1.loss_cls: 0.0639, s1.acc: 95.0942, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0996, s2.loss_cls: 0.0325, s2.acc: 94.9317, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0479, loss: 0.9694 2022-09-18 14:13:32,706 - mmdet - INFO - Epoch [29][4600/7330] lr: 1.000e-05, eta: 8:37:38, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1277, s0.acc: 95.3718, s0.loss_bbox: 0.2032, s0.loss_mask: 0.1876, s1.loss_cls: 0.0613, s1.acc: 95.4723, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0981, s2.loss_cls: 0.0310, s2.acc: 95.3261, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0472, loss: 0.9367 2022-09-18 14:14:01,576 - mmdet - INFO - Epoch [29][4650/7330] lr: 1.000e-05, eta: 8:37:09, time: 0.577, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1305, s0.acc: 95.1899, s0.loss_bbox: 0.2064, s0.loss_mask: 0.1841, s1.loss_cls: 0.0613, s1.acc: 95.3741, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0958, s2.loss_cls: 0.0312, s2.acc: 95.2334, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0462, loss: 0.9371 2022-09-18 14:14:30,135 - mmdet - INFO - Epoch [29][4700/7330] lr: 1.000e-05, eta: 8:36:40, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1269, s0.acc: 95.3809, s0.loss_bbox: 0.2063, s0.loss_mask: 0.1889, s1.loss_cls: 0.0602, s1.acc: 95.4548, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0990, s2.loss_cls: 0.0303, s2.acc: 95.3048, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0476, loss: 0.9387 2022-09-18 14:14:58,682 - mmdet - INFO - Epoch [29][4750/7330] lr: 1.000e-05, eta: 8:36:11, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1306, s0.acc: 95.1077, s0.loss_bbox: 0.2047, s0.loss_mask: 0.1892, s1.loss_cls: 0.0621, s1.acc: 95.2576, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0988, s2.loss_cls: 0.0310, s2.acc: 95.1529, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0477, loss: 0.9456 2022-09-18 14:15:26,965 - mmdet - INFO - Epoch [29][4800/7330] lr: 1.000e-05, eta: 8:35:42, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1273, s0.acc: 95.3303, s0.loss_bbox: 0.2108, s0.loss_mask: 0.1889, s1.loss_cls: 0.0608, s1.acc: 95.4197, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0985, s2.loss_cls: 0.0310, s2.acc: 95.2568, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0477, loss: 0.9474 2022-09-18 14:15:55,684 - mmdet - INFO - Epoch [29][4850/7330] lr: 1.000e-05, eta: 8:35:14, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1237, s0.acc: 95.3875, s0.loss_bbox: 0.2075, s0.loss_mask: 0.1874, s1.loss_cls: 0.0594, s1.acc: 95.5020, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0983, s2.loss_cls: 0.0301, s2.acc: 95.2636, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0473, loss: 0.9377 2022-09-18 14:16:24,154 - mmdet - INFO - Epoch [29][4900/7330] lr: 1.000e-05, eta: 8:34:45, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1311, s0.acc: 95.2324, s0.loss_bbox: 0.2137, s0.loss_mask: 0.1942, s1.loss_cls: 0.0623, s1.acc: 95.3514, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1006, s2.loss_cls: 0.0313, s2.acc: 95.2154, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0485, loss: 0.9712 2022-09-18 14:16:52,611 - mmdet - INFO - Epoch [29][4950/7330] lr: 1.000e-05, eta: 8:34:16, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1360, s0.acc: 95.0347, s0.loss_bbox: 0.2176, s0.loss_mask: 0.1910, s1.loss_cls: 0.0648, s1.acc: 95.1359, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0995, s2.loss_cls: 0.0331, s2.acc: 94.9268, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0479, loss: 0.9845 2022-09-18 14:17:20,787 - mmdet - INFO - Epoch [29][5000/7330] lr: 1.000e-05, eta: 8:33:47, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1288, s0.acc: 95.2146, s0.loss_bbox: 0.2123, s0.loss_mask: 0.1882, s1.loss_cls: 0.0617, s1.acc: 95.3697, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0982, s2.loss_cls: 0.0313, s2.acc: 95.1459, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0474, loss: 0.9538 2022-09-18 14:17:49,876 - mmdet - INFO - Epoch [29][5050/7330] lr: 1.000e-05, eta: 8:33:19, time: 0.581, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1276, s0.acc: 95.3218, s0.loss_bbox: 0.2079, s0.loss_mask: 0.1860, s1.loss_cls: 0.0611, s1.acc: 95.3812, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0969, s2.loss_cls: 0.0307, s2.acc: 95.1796, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0465, loss: 0.9386 2022-09-18 14:18:18,277 - mmdet - INFO - Epoch [29][5100/7330] lr: 1.000e-05, eta: 8:32:50, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1210, s0.acc: 95.5547, s0.loss_bbox: 0.2039, s0.loss_mask: 0.1851, s1.loss_cls: 0.0568, s1.acc: 95.7337, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0972, s2.loss_cls: 0.0288, s2.acc: 95.5947, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0470, loss: 0.9207 2022-09-18 14:18:46,636 - mmdet - INFO - Epoch [29][5150/7330] lr: 1.000e-05, eta: 8:32:21, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1306, s0.acc: 95.1721, s0.loss_bbox: 0.2140, s0.loss_mask: 0.1924, s1.loss_cls: 0.0628, s1.acc: 95.3227, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1008, s2.loss_cls: 0.0317, s2.acc: 95.2177, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0485, loss: 0.9686 2022-09-18 14:19:15,637 - mmdet - INFO - Epoch [29][5200/7330] lr: 1.000e-05, eta: 8:31:52, time: 0.580, data_time: 0.015, memory: 12703, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1340, s0.acc: 95.1067, s0.loss_bbox: 0.2166, s0.loss_mask: 0.1897, s1.loss_cls: 0.0635, s1.acc: 95.2848, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0987, s2.loss_cls: 0.0319, s2.acc: 95.1117, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0474, loss: 0.9747 2022-09-18 14:19:43,634 - mmdet - INFO - Epoch [29][5250/7330] lr: 1.000e-05, eta: 8:31:23, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1315, s0.acc: 95.1089, s0.loss_bbox: 0.2068, s0.loss_mask: 0.1904, s1.loss_cls: 0.0626, s1.acc: 95.2888, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0982, s2.loss_cls: 0.0316, s2.acc: 95.0640, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0473, loss: 0.9535 2022-09-18 14:20:11,826 - mmdet - INFO - Epoch [29][5300/7330] lr: 1.000e-05, eta: 8:30:54, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1300, s0.acc: 95.2393, s0.loss_bbox: 0.2147, s0.loss_mask: 0.1903, s1.loss_cls: 0.0617, s1.acc: 95.4177, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0989, s2.loss_cls: 0.0310, s2.acc: 95.2283, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0476, loss: 0.9643 2022-09-18 14:20:40,764 - mmdet - INFO - Epoch [29][5350/7330] lr: 1.000e-05, eta: 8:30:26, time: 0.579, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1339, s0.acc: 95.0750, s0.loss_bbox: 0.2170, s0.loss_mask: 0.1932, s1.loss_cls: 0.0631, s1.acc: 95.2768, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0998, s2.loss_cls: 0.0317, s2.acc: 95.1703, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0478, loss: 0.9774 2022-09-18 14:21:09,233 - mmdet - INFO - Epoch [29][5400/7330] lr: 1.000e-05, eta: 8:29:57, time: 0.569, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1308, s0.acc: 95.2131, s0.loss_bbox: 0.2109, s0.loss_mask: 0.1919, s1.loss_cls: 0.0613, s1.acc: 95.4159, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1001, s2.loss_cls: 0.0310, s2.acc: 95.2465, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0483, loss: 0.9615 2022-09-18 14:21:37,640 - mmdet - INFO - Epoch [29][5450/7330] lr: 1.000e-05, eta: 8:29:28, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1361, s0.acc: 95.0999, s0.loss_bbox: 0.2174, s0.loss_mask: 0.1935, s1.loss_cls: 0.0641, s1.acc: 95.3840, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1016, s2.loss_cls: 0.0321, s2.acc: 95.1799, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0491, loss: 0.9861 2022-09-18 14:22:05,650 - mmdet - INFO - Epoch [29][5500/7330] lr: 1.000e-05, eta: 8:28:59, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1269, s0.acc: 95.3325, s0.loss_bbox: 0.2089, s0.loss_mask: 0.1914, s1.loss_cls: 0.0598, s1.acc: 95.5913, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1001, s2.loss_cls: 0.0302, s2.acc: 95.3528, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0482, loss: 0.9490 2022-09-18 14:22:34,015 - mmdet - INFO - Epoch [29][5550/7330] lr: 1.000e-05, eta: 8:28:30, time: 0.567, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1281, s0.acc: 95.3220, s0.loss_bbox: 0.2048, s0.loss_mask: 0.1872, s1.loss_cls: 0.0609, s1.acc: 95.4524, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0972, s2.loss_cls: 0.0309, s2.acc: 95.2392, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0471, loss: 0.9402 2022-09-18 14:23:02,390 - mmdet - INFO - Epoch [29][5600/7330] lr: 1.000e-05, eta: 8:28:02, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1245, s0.acc: 95.4629, s0.loss_bbox: 0.2087, s0.loss_mask: 0.1898, s1.loss_cls: 0.0585, s1.acc: 95.5860, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0995, s2.loss_cls: 0.0295, s2.acc: 95.4397, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0481, loss: 0.9449 2022-09-18 14:23:29,882 - mmdet - INFO - Epoch [29][5650/7330] lr: 1.000e-05, eta: 8:27:33, time: 0.550, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1220, s0.acc: 95.5806, s0.loss_bbox: 0.1975, s0.loss_mask: 0.1803, s1.loss_cls: 0.0571, s1.acc: 95.8226, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0941, s2.loss_cls: 0.0288, s2.acc: 95.6356, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0455, loss: 0.8995 2022-09-18 14:23:57,985 - mmdet - INFO - Epoch [29][5700/7330] lr: 1.000e-05, eta: 8:27:04, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1291, s0.acc: 95.3516, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1861, s1.loss_cls: 0.0613, s1.acc: 95.4697, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0971, s2.loss_cls: 0.0311, s2.acc: 95.3279, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0467, loss: 0.9314 2022-09-18 14:24:25,616 - mmdet - INFO - Epoch [29][5750/7330] lr: 1.000e-05, eta: 8:26:35, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1199, s0.acc: 95.6345, s0.loss_bbox: 0.1956, s0.loss_mask: 0.1852, s1.loss_cls: 0.0574, s1.acc: 95.7635, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0966, s2.loss_cls: 0.0289, s2.acc: 95.6213, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0466, loss: 0.9052 2022-09-18 14:24:53,755 - mmdet - INFO - Epoch [29][5800/7330] lr: 1.000e-05, eta: 8:26:06, time: 0.562, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1387, s0.acc: 94.9509, s0.loss_bbox: 0.2210, s0.loss_mask: 0.1946, s1.loss_cls: 0.0650, s1.acc: 95.1992, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1015, s2.loss_cls: 0.0320, s2.acc: 95.1002, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0487, loss: 0.9990 2022-09-18 14:25:22,326 - mmdet - INFO - Epoch [29][5850/7330] lr: 1.000e-05, eta: 8:25:37, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1372, s0.acc: 95.0461, s0.loss_bbox: 0.2118, s0.loss_mask: 0.1914, s1.loss_cls: 0.0648, s1.acc: 95.1859, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0993, s2.loss_cls: 0.0324, s2.acc: 95.0353, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0475, loss: 0.9702 2022-09-18 14:25:50,855 - mmdet - INFO - Epoch [29][5900/7330] lr: 1.000e-05, eta: 8:25:08, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1268, s0.acc: 95.2649, s0.loss_bbox: 0.2102, s0.loss_mask: 0.1852, s1.loss_cls: 0.0602, s1.acc: 95.4819, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0979, s2.loss_cls: 0.0306, s2.acc: 95.2935, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0470, loss: 0.9406 2022-09-18 14:26:18,943 - mmdet - INFO - Epoch [29][5950/7330] lr: 1.000e-05, eta: 8:24:39, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1232, s0.acc: 95.5073, s0.loss_bbox: 0.1995, s0.loss_mask: 0.1850, s1.loss_cls: 0.0576, s1.acc: 95.6943, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0968, s2.loss_cls: 0.0293, s2.acc: 95.5098, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0469, loss: 0.9150 2022-09-18 14:26:47,010 - mmdet - INFO - Epoch [29][6000/7330] lr: 1.000e-05, eta: 8:24:10, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1212, s0.acc: 95.5706, s0.loss_bbox: 0.1973, s0.loss_mask: 0.1818, s1.loss_cls: 0.0572, s1.acc: 95.7127, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0951, s2.loss_cls: 0.0294, s2.acc: 95.5688, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0457, loss: 0.9038 2022-09-18 14:27:14,960 - mmdet - INFO - Epoch [29][6050/7330] lr: 1.000e-05, eta: 8:23:41, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1287, s0.acc: 95.2632, s0.loss_bbox: 0.2049, s0.loss_mask: 0.1901, s1.loss_cls: 0.0610, s1.acc: 95.4412, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0997, s2.loss_cls: 0.0305, s2.acc: 95.2594, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0477, loss: 0.9425 2022-09-18 14:27:43,822 - mmdet - INFO - Epoch [29][6100/7330] lr: 1.000e-05, eta: 8:23:13, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1278, s0.acc: 95.2583, s0.loss_bbox: 0.2065, s0.loss_mask: 0.1871, s1.loss_cls: 0.0607, s1.acc: 95.3549, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0969, s2.loss_cls: 0.0312, s2.acc: 95.1036, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0467, loss: 0.9382 2022-09-18 14:28:12,339 - mmdet - INFO - Epoch [29][6150/7330] lr: 1.000e-05, eta: 8:22:44, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1284, s0.acc: 95.2998, s0.loss_bbox: 0.2072, s0.loss_mask: 0.1846, s1.loss_cls: 0.0607, s1.acc: 95.4551, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0972, s2.loss_cls: 0.0306, s2.acc: 95.2953, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0466, loss: 0.9397 2022-09-18 14:28:40,833 - mmdet - INFO - Epoch [29][6200/7330] lr: 1.000e-05, eta: 8:22:15, time: 0.570, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1293, s0.acc: 95.2273, s0.loss_bbox: 0.2147, s0.loss_mask: 0.1930, s1.loss_cls: 0.0621, s1.acc: 95.2964, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1008, s2.loss_cls: 0.0314, s2.acc: 95.1558, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0482, loss: 0.9671 2022-09-18 14:29:08,976 - mmdet - INFO - Epoch [29][6250/7330] lr: 1.000e-05, eta: 8:21:46, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1244, s0.acc: 95.4290, s0.loss_bbox: 0.2012, s0.loss_mask: 0.1866, s1.loss_cls: 0.0586, s1.acc: 95.5817, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0980, s2.loss_cls: 0.0297, s2.acc: 95.4381, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0468, loss: 0.9239 2022-09-18 14:29:37,476 - mmdet - INFO - Epoch [29][6300/7330] lr: 1.000e-05, eta: 8:21:17, time: 0.570, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1352, s0.acc: 95.1050, s0.loss_bbox: 0.2141, s0.loss_mask: 0.1917, s1.loss_cls: 0.0642, s1.acc: 95.2109, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0999, s2.loss_cls: 0.0326, s2.acc: 94.9492, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0481, loss: 0.9752 2022-09-18 14:30:05,617 - mmdet - INFO - Epoch [29][6350/7330] lr: 1.000e-05, eta: 8:20:49, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1269, s0.acc: 95.3657, s0.loss_bbox: 0.2049, s0.loss_mask: 0.1866, s1.loss_cls: 0.0611, s1.acc: 95.4869, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0981, s2.loss_cls: 0.0312, s2.acc: 95.2731, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0474, loss: 0.9378 2022-09-18 14:30:33,620 - mmdet - INFO - Epoch [29][6400/7330] lr: 1.000e-05, eta: 8:20:20, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1158, s0.acc: 95.6418, s0.loss_bbox: 0.1939, s0.loss_mask: 0.1835, s1.loss_cls: 0.0550, s1.acc: 95.7629, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0962, s2.loss_cls: 0.0282, s2.acc: 95.6293, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0464, loss: 0.8900 2022-09-18 14:31:02,360 - mmdet - INFO - Epoch [29][6450/7330] lr: 1.000e-05, eta: 8:19:51, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1262, s0.acc: 95.3650, s0.loss_bbox: 0.2067, s0.loss_mask: 0.1856, s1.loss_cls: 0.0595, s1.acc: 95.5290, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0974, s2.loss_cls: 0.0300, s2.acc: 95.3398, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0472, loss: 0.9358 2022-09-18 14:31:30,277 - mmdet - INFO - Epoch [29][6500/7330] lr: 1.000e-05, eta: 8:19:22, time: 0.562, data_time: 0.014, memory: 12703, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1316, s0.acc: 95.2603, s0.loss_bbox: 0.2076, s0.loss_mask: 0.1864, s1.loss_cls: 0.0633, s1.acc: 95.3511, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0976, s2.loss_cls: 0.0319, s2.acc: 95.1228, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0471, loss: 0.9489 2022-09-18 14:31:58,283 - mmdet - INFO - Epoch [29][6550/7330] lr: 1.000e-05, eta: 8:18:53, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1239, s0.acc: 95.5034, s0.loss_bbox: 0.2030, s0.loss_mask: 0.1829, s1.loss_cls: 0.0590, s1.acc: 95.6231, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0965, s2.loss_cls: 0.0302, s2.acc: 95.3819, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0464, loss: 0.9235 2022-09-18 14:32:26,918 - mmdet - INFO - Epoch [29][6600/7330] lr: 1.000e-05, eta: 8:18:24, time: 0.574, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1317, s0.acc: 95.1899, s0.loss_bbox: 0.2089, s0.loss_mask: 0.1915, s1.loss_cls: 0.0632, s1.acc: 95.3265, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0997, s2.loss_cls: 0.0316, s2.acc: 95.2170, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0482, loss: 0.9602 2022-09-18 14:32:55,374 - mmdet - INFO - Epoch [29][6650/7330] lr: 1.000e-05, eta: 8:17:56, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1268, s0.acc: 95.3779, s0.loss_bbox: 0.2073, s0.loss_mask: 0.1875, s1.loss_cls: 0.0603, s1.acc: 95.5452, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0982, s2.loss_cls: 0.0306, s2.acc: 95.3635, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0471, loss: 0.9402 2022-09-18 14:33:24,180 - mmdet - INFO - Epoch [29][6700/7330] lr: 1.000e-05, eta: 8:17:27, time: 0.577, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1256, s0.acc: 95.3901, s0.loss_bbox: 0.2039, s0.loss_mask: 0.1890, s1.loss_cls: 0.0598, s1.acc: 95.4975, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0996, s2.loss_cls: 0.0302, s2.acc: 95.4172, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0482, loss: 0.9381 2022-09-18 14:33:52,321 - mmdet - INFO - Epoch [29][6750/7330] lr: 1.000e-05, eta: 8:16:58, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1249, s0.acc: 95.3577, s0.loss_bbox: 0.2051, s0.loss_mask: 0.1875, s1.loss_cls: 0.0597, s1.acc: 95.5021, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0975, s2.loss_cls: 0.0300, s2.acc: 95.3860, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0470, loss: 0.9318 2022-09-18 14:34:20,689 - mmdet - INFO - Epoch [29][6800/7330] lr: 1.000e-05, eta: 8:16:29, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1329, s0.acc: 95.1631, s0.loss_bbox: 0.2119, s0.loss_mask: 0.1879, s1.loss_cls: 0.0625, s1.acc: 95.3401, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0988, s2.loss_cls: 0.0320, s2.acc: 95.0252, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0476, loss: 0.9584 2022-09-18 14:34:49,034 - mmdet - INFO - Epoch [29][6850/7330] lr: 1.000e-05, eta: 8:16:00, time: 0.568, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1337, s0.acc: 95.1543, s0.loss_bbox: 0.2113, s0.loss_mask: 0.1921, s1.loss_cls: 0.0625, s1.acc: 95.3973, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1012, s2.loss_cls: 0.0315, s2.acc: 95.3451, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0491, loss: 0.9695 2022-09-18 14:35:17,492 - mmdet - INFO - Epoch [29][6900/7330] lr: 1.000e-05, eta: 8:15:31, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1262, s0.acc: 95.4517, s0.loss_bbox: 0.2020, s0.loss_mask: 0.1835, s1.loss_cls: 0.0612, s1.acc: 95.4870, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0955, s2.loss_cls: 0.0309, s2.acc: 95.2733, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0461, loss: 0.9289 2022-09-18 14:35:46,078 - mmdet - INFO - Epoch [29][6950/7330] lr: 1.000e-05, eta: 8:15:03, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1306, s0.acc: 95.1716, s0.loss_bbox: 0.2092, s0.loss_mask: 0.1858, s1.loss_cls: 0.0623, s1.acc: 95.2419, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0967, s2.loss_cls: 0.0316, s2.acc: 95.1203, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0464, loss: 0.9469 2022-09-18 14:36:14,665 - mmdet - INFO - Epoch [29][7000/7330] lr: 1.000e-05, eta: 8:14:34, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1269, s0.acc: 95.3574, s0.loss_bbox: 0.2007, s0.loss_mask: 0.1880, s1.loss_cls: 0.0609, s1.acc: 95.4332, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0994, s2.loss_cls: 0.0310, s2.acc: 95.2466, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0481, loss: 0.9335 2022-09-18 14:36:42,725 - mmdet - INFO - Epoch [29][7050/7330] lr: 1.000e-05, eta: 8:14:05, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1249, s0.acc: 95.3562, s0.loss_bbox: 0.2035, s0.loss_mask: 0.1848, s1.loss_cls: 0.0590, s1.acc: 95.4832, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0968, s2.loss_cls: 0.0299, s2.acc: 95.2802, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0469, loss: 0.9284 2022-09-18 14:37:10,974 - mmdet - INFO - Epoch [29][7100/7330] lr: 1.000e-05, eta: 8:13:36, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1266, s0.acc: 95.2908, s0.loss_bbox: 0.2035, s0.loss_mask: 0.1886, s1.loss_cls: 0.0608, s1.acc: 95.3575, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0983, s2.loss_cls: 0.0308, s2.acc: 95.1286, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0475, loss: 0.9359 2022-09-18 14:37:39,519 - mmdet - INFO - Epoch [29][7150/7330] lr: 1.000e-05, eta: 8:13:07, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1354, s0.acc: 95.0000, s0.loss_bbox: 0.2099, s0.loss_mask: 0.1922, s1.loss_cls: 0.0646, s1.acc: 95.1051, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0999, s2.loss_cls: 0.0323, s2.acc: 95.0434, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0479, loss: 0.9682 2022-09-18 14:38:07,624 - mmdet - INFO - Epoch [29][7200/7330] lr: 1.000e-05, eta: 8:12:39, time: 0.562, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1331, s0.acc: 95.1436, s0.loss_bbox: 0.2146, s0.loss_mask: 0.1935, s1.loss_cls: 0.0627, s1.acc: 95.3220, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1013, s2.loss_cls: 0.0313, s2.acc: 95.3230, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0489, loss: 0.9735 2022-09-18 14:38:35,792 - mmdet - INFO - Epoch [29][7250/7330] lr: 1.000e-05, eta: 8:12:10, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1223, s0.acc: 95.5776, s0.loss_bbox: 0.1981, s0.loss_mask: 0.1833, s1.loss_cls: 0.0576, s1.acc: 95.7365, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0967, s2.loss_cls: 0.0288, s2.acc: 95.7309, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0469, loss: 0.9107 2022-09-18 14:39:04,722 - mmdet - INFO - Epoch [29][7300/7330] lr: 1.000e-05, eta: 8:11:41, time: 0.579, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1291, s0.acc: 95.3042, s0.loss_bbox: 0.2102, s0.loss_mask: 0.1895, s1.loss_cls: 0.0614, s1.acc: 95.3523, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0988, s2.loss_cls: 0.0312, s2.acc: 95.1987, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0474, loss: 0.9550 2022-09-18 14:39:31,594 - mmdet - INFO - Saving checkpoint at 29 epochs 2022-09-18 14:41:32,883 - mmdet - INFO - Evaluating bbox... 2022-09-18 14:41:56,370 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.517 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.703 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.559 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 ] = 0.548 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.673 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 ] = 0.466 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.668 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.792 2022-09-18 14:41:56,370 - mmdet - INFO - Evaluating segm... 2022-09-18 14:42:24,275 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.445 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.674 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.481 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.251 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 ] = 0.633 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 ] = 0.381 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.717 2022-09-18 14:42:24,631 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 14:42:24,632 - mmdet - INFO - Epoch(val) [29][313] bbox_mAP: 0.5170, bbox_mAP_50: 0.7030, bbox_mAP_75: 0.5590, bbox_mAP_s: 0.3510, bbox_mAP_m: 0.5480, bbox_mAP_l: 0.6730, bbox_mAP_copypaste: 0.517 0.703 0.559 0.351 0.548 0.673, segm_mAP: 0.4450, segm_mAP_50: 0.6740, segm_mAP_75: 0.4810, segm_mAP_s: 0.2510, segm_mAP_m: 0.4730, segm_mAP_l: 0.6330, segm_mAP_copypaste: 0.445 0.674 0.481 0.251 0.473 0.633 2022-09-18 14:43:48,870 - mmdet - INFO - Epoch [30][50/7330] lr: 1.000e-05, eta: 8:11:04, time: 1.684, data_time: 1.109, memory: 12703, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1174, s0.acc: 95.7844, s0.loss_bbox: 0.1894, s0.loss_mask: 0.1791, s1.loss_cls: 0.0563, s1.acc: 95.8926, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0940, s2.loss_cls: 0.0284, s2.acc: 95.7196, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0453, loss: 0.8806 2022-09-18 14:44:17,659 - mmdet - INFO - Epoch [30][100/7330] lr: 1.000e-05, eta: 8:10:36, time: 0.576, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1288, s0.acc: 95.2896, s0.loss_bbox: 0.2061, s0.loss_mask: 0.1882, s1.loss_cls: 0.0608, s1.acc: 95.3663, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0985, s2.loss_cls: 0.0303, s2.acc: 95.3318, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0473, loss: 0.9438 2022-09-18 14:44:45,915 - mmdet - INFO - Epoch [30][150/7330] lr: 1.000e-05, eta: 8:10:07, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1226, s0.acc: 95.4893, s0.loss_bbox: 0.2009, s0.loss_mask: 0.1824, s1.loss_cls: 0.0591, s1.acc: 95.6383, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0960, s2.loss_cls: 0.0298, s2.acc: 95.3907, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0463, loss: 0.9144 2022-09-18 14:45:13,996 - mmdet - INFO - Epoch [30][200/7330] lr: 1.000e-05, eta: 8:09:38, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1223, s0.acc: 95.5205, s0.loss_bbox: 0.1990, s0.loss_mask: 0.1872, s1.loss_cls: 0.0578, s1.acc: 95.7206, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0982, s2.loss_cls: 0.0296, s2.acc: 95.4921, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0471, loss: 0.9168 2022-09-18 14:45:42,680 - mmdet - INFO - Epoch [30][250/7330] lr: 1.000e-05, eta: 8:09:09, time: 0.573, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1371, s0.acc: 94.9434, s0.loss_bbox: 0.2188, s0.loss_mask: 0.1891, s1.loss_cls: 0.0655, s1.acc: 95.0740, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0988, s2.loss_cls: 0.0326, s2.acc: 95.0272, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0475, loss: 0.9804 2022-09-18 14:46:11,296 - mmdet - INFO - Epoch [30][300/7330] lr: 1.000e-05, eta: 8:08:40, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1243, s0.acc: 95.3647, s0.loss_bbox: 0.2056, s0.loss_mask: 0.1886, s1.loss_cls: 0.0586, s1.acc: 95.4987, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0990, s2.loss_cls: 0.0301, s2.acc: 95.3357, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0480, loss: 0.9400 2022-09-18 14:46:39,143 - mmdet - INFO - Epoch [30][350/7330] lr: 1.000e-05, eta: 8:08:11, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1216, s0.acc: 95.5381, s0.loss_bbox: 0.2016, s0.loss_mask: 0.1803, s1.loss_cls: 0.0570, s1.acc: 95.7004, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0956, s2.loss_cls: 0.0290, s2.acc: 95.5171, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0465, loss: 0.9122 2022-09-18 14:47:07,524 - mmdet - INFO - Epoch [30][400/7330] lr: 1.000e-05, eta: 8:07:42, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1209, s0.acc: 95.5149, s0.loss_bbox: 0.1998, s0.loss_mask: 0.1793, s1.loss_cls: 0.0571, s1.acc: 95.6851, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0941, s2.loss_cls: 0.0289, s2.acc: 95.4935, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0454, loss: 0.9030 2022-09-18 14:47:36,007 - mmdet - INFO - Epoch [30][450/7330] lr: 1.000e-05, eta: 8:07:14, time: 0.572, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1313, s0.acc: 95.2703, s0.loss_bbox: 0.2089, s0.loss_mask: 0.1892, s1.loss_cls: 0.0614, s1.acc: 95.4950, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0990, s2.loss_cls: 0.0307, s2.acc: 95.4241, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0474, loss: 0.9534 2022-09-18 14:48:03,684 - mmdet - INFO - Epoch [30][500/7330] lr: 1.000e-05, eta: 8:06:45, time: 0.554, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1274, s0.acc: 95.4712, s0.loss_bbox: 0.2038, s0.loss_mask: 0.1867, s1.loss_cls: 0.0601, s1.acc: 95.6074, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0969, s2.loss_cls: 0.0304, s2.acc: 95.4240, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0465, loss: 0.9314 2022-09-18 14:48:32,285 - mmdet - INFO - Epoch [30][550/7330] lr: 1.000e-05, eta: 8:06:16, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1225, s0.acc: 95.4546, s0.loss_bbox: 0.2033, s0.loss_mask: 0.1827, s1.loss_cls: 0.0585, s1.acc: 95.5592, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0958, s2.loss_cls: 0.0297, s2.acc: 95.3308, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0462, loss: 0.9182 2022-09-18 14:49:00,045 - mmdet - INFO - Epoch [30][600/7330] lr: 1.000e-05, eta: 8:05:47, time: 0.555, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1265, s0.acc: 95.3572, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1843, s1.loss_cls: 0.0610, s1.acc: 95.4210, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0962, s2.loss_cls: 0.0311, s2.acc: 95.1617, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0465, loss: 0.9263 2022-09-18 14:49:28,714 - mmdet - INFO - Epoch [30][650/7330] lr: 1.000e-05, eta: 8:05:18, time: 0.573, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1242, s0.acc: 95.4924, s0.loss_bbox: 0.2016, s0.loss_mask: 0.1823, s1.loss_cls: 0.0590, s1.acc: 95.6147, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0964, s2.loss_cls: 0.0300, s2.acc: 95.4486, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0465, loss: 0.9195 2022-09-18 14:49:56,571 - mmdet - INFO - Epoch [30][700/7330] lr: 1.000e-05, eta: 8:04:49, time: 0.557, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1259, s0.acc: 95.4014, s0.loss_bbox: 0.2046, s0.loss_mask: 0.1866, s1.loss_cls: 0.0596, s1.acc: 95.5628, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0982, s2.loss_cls: 0.0301, s2.acc: 95.3803, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0473, loss: 0.9357 2022-09-18 14:50:24,842 - mmdet - INFO - Epoch [30][750/7330] lr: 1.000e-05, eta: 8:04:20, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1233, s0.acc: 95.5840, s0.loss_bbox: 0.2012, s0.loss_mask: 0.1820, s1.loss_cls: 0.0598, s1.acc: 95.6443, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0951, s2.loss_cls: 0.0300, s2.acc: 95.4036, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0458, loss: 0.9140 2022-09-18 14:50:53,804 - mmdet - INFO - Epoch [30][800/7330] lr: 1.000e-05, eta: 8:03:52, time: 0.579, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1275, s0.acc: 95.3169, s0.loss_bbox: 0.2077, s0.loss_mask: 0.1848, s1.loss_cls: 0.0609, s1.acc: 95.4968, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0968, s2.loss_cls: 0.0309, s2.acc: 95.2201, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0468, loss: 0.9401 2022-09-18 14:51:22,316 - mmdet - INFO - Epoch [30][850/7330] lr: 1.000e-05, eta: 8:03:23, time: 0.571, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1223, s0.acc: 95.4890, s0.loss_bbox: 0.2006, s0.loss_mask: 0.1853, s1.loss_cls: 0.0592, s1.acc: 95.4944, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0967, s2.loss_cls: 0.0301, s2.acc: 95.2713, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0466, loss: 0.9201 2022-09-18 14:51:51,048 - mmdet - INFO - Epoch [30][900/7330] lr: 1.000e-05, eta: 8:02:54, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1220, s0.acc: 95.6016, s0.loss_bbox: 0.1923, s0.loss_mask: 0.1817, s1.loss_cls: 0.0570, s1.acc: 95.7947, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0957, s2.loss_cls: 0.0286, s2.acc: 95.6860, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0463, loss: 0.8941 2022-09-18 14:52:19,344 - mmdet - INFO - Epoch [30][950/7330] lr: 1.000e-05, eta: 8:02:25, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1268, s0.acc: 95.3315, s0.loss_bbox: 0.2102, s0.loss_mask: 0.1884, s1.loss_cls: 0.0606, s1.acc: 95.4030, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0986, s2.loss_cls: 0.0306, s2.acc: 95.2562, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0474, loss: 0.9505 2022-09-18 14:52:47,343 - mmdet - INFO - Epoch [30][1000/7330] lr: 1.000e-05, eta: 8:01:56, time: 0.560, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1325, s0.acc: 95.1824, s0.loss_bbox: 0.2095, s0.loss_mask: 0.1892, s1.loss_cls: 0.0628, s1.acc: 95.2574, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0987, s2.loss_cls: 0.0319, s2.acc: 95.1213, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0473, loss: 0.9547 2022-09-18 14:53:15,230 - mmdet - INFO - Epoch [30][1050/7330] lr: 1.000e-05, eta: 8:01:27, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1242, s0.acc: 95.5134, s0.loss_bbox: 0.2042, s0.loss_mask: 0.1858, s1.loss_cls: 0.0587, s1.acc: 95.7050, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0979, s2.loss_cls: 0.0294, s2.acc: 95.6128, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0473, loss: 0.9273 2022-09-18 14:53:43,381 - mmdet - INFO - Epoch [30][1100/7330] lr: 1.000e-05, eta: 8:00:59, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1299, s0.acc: 95.2439, s0.loss_bbox: 0.2088, s0.loss_mask: 0.1940, s1.loss_cls: 0.0611, s1.acc: 95.5332, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1010, s2.loss_cls: 0.0307, s2.acc: 95.3003, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0488, loss: 0.9608 2022-09-18 14:54:12,075 - mmdet - INFO - Epoch [30][1150/7330] lr: 1.000e-05, eta: 8:00:30, time: 0.574, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1265, s0.acc: 95.2703, s0.loss_bbox: 0.2098, s0.loss_mask: 0.1866, s1.loss_cls: 0.0604, s1.acc: 95.3748, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0976, s2.loss_cls: 0.0307, s2.acc: 95.1625, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0466, loss: 0.9436 2022-09-18 14:54:40,340 - mmdet - INFO - Epoch [30][1200/7330] lr: 1.000e-05, eta: 8:00:01, time: 0.564, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1293, s0.acc: 95.2188, s0.loss_bbox: 0.2090, s0.loss_mask: 0.1888, s1.loss_cls: 0.0611, s1.acc: 95.3840, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0986, s2.loss_cls: 0.0307, s2.acc: 95.2711, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0478, loss: 0.9520 2022-09-18 14:55:08,584 - mmdet - INFO - Epoch [30][1250/7330] lr: 1.000e-05, eta: 7:59:32, time: 0.565, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1270, s0.acc: 95.3411, s0.loss_bbox: 0.2027, s0.loss_mask: 0.1855, s1.loss_cls: 0.0599, s1.acc: 95.5124, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0973, s2.loss_cls: 0.0301, s2.acc: 95.3627, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0467, loss: 0.9269 2022-09-18 14:55:36,608 - mmdet - INFO - Epoch [30][1300/7330] lr: 1.000e-05, eta: 7:59:03, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1305, s0.acc: 95.1702, s0.loss_bbox: 0.2159, s0.loss_mask: 0.1911, s1.loss_cls: 0.0617, s1.acc: 95.3414, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1002, s2.loss_cls: 0.0314, s2.acc: 95.1582, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0486, loss: 0.9678 2022-09-18 14:56:04,568 - mmdet - INFO - Epoch [30][1350/7330] lr: 1.000e-05, eta: 7:58:34, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1301, s0.acc: 95.1494, s0.loss_bbox: 0.2042, s0.loss_mask: 0.1922, s1.loss_cls: 0.0625, s1.acc: 95.3178, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1009, s2.loss_cls: 0.0312, s2.acc: 95.2653, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0488, loss: 0.9532 2022-09-18 14:56:33,387 - mmdet - INFO - Epoch [30][1400/7330] lr: 1.000e-05, eta: 7:58:06, time: 0.577, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1302, s0.acc: 95.1765, s0.loss_bbox: 0.2095, s0.loss_mask: 0.1854, s1.loss_cls: 0.0616, s1.acc: 95.3684, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0967, s2.loss_cls: 0.0313, s2.acc: 95.2371, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0467, loss: 0.9469 2022-09-18 14:57:01,361 - mmdet - INFO - Epoch [30][1450/7330] lr: 1.000e-05, eta: 7:57:37, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1292, s0.acc: 95.2546, s0.loss_bbox: 0.2121, s0.loss_mask: 0.1912, s1.loss_cls: 0.0612, s1.acc: 95.4156, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0996, s2.loss_cls: 0.0308, s2.acc: 95.3035, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0478, loss: 0.9596 2022-09-18 14:57:29,962 - mmdet - INFO - Epoch [30][1500/7330] lr: 1.000e-05, eta: 7:57:08, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1211, s0.acc: 95.5208, s0.loss_bbox: 0.2011, s0.loss_mask: 0.1885, s1.loss_cls: 0.0571, s1.acc: 95.6436, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0984, s2.loss_cls: 0.0285, s2.acc: 95.5909, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0476, loss: 0.9195 2022-09-18 14:57:58,003 - mmdet - INFO - Epoch [30][1550/7330] lr: 1.000e-05, eta: 7:56:39, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1204, s0.acc: 95.5813, s0.loss_bbox: 0.1965, s0.loss_mask: 0.1804, s1.loss_cls: 0.0572, s1.acc: 95.7044, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0950, s2.loss_cls: 0.0290, s2.acc: 95.5886, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0457, loss: 0.9001 2022-09-18 14:58:26,437 - mmdet - INFO - Epoch [30][1600/7330] lr: 1.000e-05, eta: 7:56:10, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1182, s0.acc: 95.6384, s0.loss_bbox: 0.1963, s0.loss_mask: 0.1853, s1.loss_cls: 0.0553, s1.acc: 95.8441, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0966, s2.loss_cls: 0.0280, s2.acc: 95.6690, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0469, loss: 0.9001 2022-09-18 14:58:54,938 - mmdet - INFO - Epoch [30][1650/7330] lr: 1.000e-05, eta: 7:55:41, time: 0.570, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1354, s0.acc: 95.0947, s0.loss_bbox: 0.2149, s0.loss_mask: 0.1930, s1.loss_cls: 0.0640, s1.acc: 95.2711, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1004, s2.loss_cls: 0.0327, s2.acc: 95.0465, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0484, loss: 0.9787 2022-09-18 14:59:22,880 - mmdet - INFO - Epoch [30][1700/7330] lr: 1.000e-05, eta: 7:55:12, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1240, s0.acc: 95.3914, s0.loss_bbox: 0.2064, s0.loss_mask: 0.1899, s1.loss_cls: 0.0593, s1.acc: 95.5086, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0987, s2.loss_cls: 0.0303, s2.acc: 95.2039, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0479, loss: 0.9409 2022-09-18 14:59:51,252 - mmdet - INFO - Epoch [30][1750/7330] lr: 1.000e-05, eta: 7:54:44, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1238, s0.acc: 95.4114, s0.loss_bbox: 0.2078, s0.loss_mask: 0.1873, s1.loss_cls: 0.0583, s1.acc: 95.6224, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0976, s2.loss_cls: 0.0291, s2.acc: 95.4823, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0469, loss: 0.9333 2022-09-18 15:00:19,969 - mmdet - INFO - Epoch [30][1800/7330] lr: 1.000e-05, eta: 7:54:15, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1358, s0.acc: 95.0112, s0.loss_bbox: 0.2175, s0.loss_mask: 0.1889, s1.loss_cls: 0.0644, s1.acc: 95.0950, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0999, s2.loss_cls: 0.0329, s2.acc: 94.8224, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0480, loss: 0.9750 2022-09-18 15:00:48,107 - mmdet - INFO - Epoch [30][1850/7330] lr: 1.000e-05, eta: 7:53:46, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1241, s0.acc: 95.4285, s0.loss_bbox: 0.2056, s0.loss_mask: 0.1883, s1.loss_cls: 0.0592, s1.acc: 95.5823, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0989, s2.loss_cls: 0.0305, s2.acc: 95.3261, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0478, loss: 0.9361 2022-09-18 15:01:16,913 - mmdet - INFO - Epoch [30][1900/7330] lr: 1.000e-05, eta: 7:53:17, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1292, s0.acc: 95.2986, s0.loss_bbox: 0.2019, s0.loss_mask: 0.1830, s1.loss_cls: 0.0613, s1.acc: 95.5130, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0971, s2.loss_cls: 0.0311, s2.acc: 95.3489, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0469, loss: 0.9312 2022-09-18 15:01:45,119 - mmdet - INFO - Epoch [30][1950/7330] lr: 1.000e-05, eta: 7:52:48, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1299, s0.acc: 95.2146, s0.loss_bbox: 0.2082, s0.loss_mask: 0.1906, s1.loss_cls: 0.0612, s1.acc: 95.3697, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0997, s2.loss_cls: 0.0312, s2.acc: 95.1876, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0477, loss: 0.9524 2022-09-18 15:02:13,348 - mmdet - INFO - Epoch [30][2000/7330] lr: 1.000e-05, eta: 7:52:20, time: 0.565, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1315, s0.acc: 95.1848, s0.loss_bbox: 0.2150, s0.loss_mask: 0.1876, s1.loss_cls: 0.0629, s1.acc: 95.3555, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0981, s2.loss_cls: 0.0314, s2.acc: 95.2674, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0475, loss: 0.9624 2022-09-18 15:02:41,556 - mmdet - INFO - Epoch [30][2050/7330] lr: 1.000e-05, eta: 7:51:51, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1245, s0.acc: 95.5471, s0.loss_bbox: 0.1977, s0.loss_mask: 0.1886, s1.loss_cls: 0.0591, s1.acc: 95.6770, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0985, s2.loss_cls: 0.0296, s2.acc: 95.5015, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0475, loss: 0.9193 2022-09-18 15:03:10,206 - mmdet - INFO - Epoch [30][2100/7330] lr: 1.000e-05, eta: 7:51:22, time: 0.574, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1334, s0.acc: 95.1772, s0.loss_bbox: 0.2096, s0.loss_mask: 0.1868, s1.loss_cls: 0.0626, s1.acc: 95.3882, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0976, s2.loss_cls: 0.0314, s2.acc: 95.2745, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0469, loss: 0.9538 2022-09-18 15:03:38,457 - mmdet - INFO - Epoch [30][2150/7330] lr: 1.000e-05, eta: 7:50:53, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1371, s0.acc: 94.9509, s0.loss_bbox: 0.2203, s0.loss_mask: 0.1893, s1.loss_cls: 0.0654, s1.acc: 95.0818, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0992, s2.loss_cls: 0.0331, s2.acc: 94.9109, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0475, loss: 0.9839 2022-09-18 15:04:06,582 - mmdet - INFO - Epoch [30][2200/7330] lr: 1.000e-05, eta: 7:50:24, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1203, s0.acc: 95.5791, s0.loss_bbox: 0.1970, s0.loss_mask: 0.1838, s1.loss_cls: 0.0569, s1.acc: 95.6742, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0962, s2.loss_cls: 0.0286, s2.acc: 95.5816, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0464, loss: 0.9064 2022-09-18 15:04:34,739 - mmdet - INFO - Epoch [30][2250/7330] lr: 1.000e-05, eta: 7:49:55, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1248, s0.acc: 95.3528, s0.loss_bbox: 0.2017, s0.loss_mask: 0.1861, s1.loss_cls: 0.0597, s1.acc: 95.5059, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0976, s2.loss_cls: 0.0305, s2.acc: 95.3869, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0469, loss: 0.9252 2022-09-18 15:05:03,081 - mmdet - INFO - Epoch [30][2300/7330] lr: 1.000e-05, eta: 7:49:27, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1377, s0.acc: 94.9968, s0.loss_bbox: 0.2149, s0.loss_mask: 0.1923, s1.loss_cls: 0.0652, s1.acc: 95.1668, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1004, s2.loss_cls: 0.0326, s2.acc: 95.0968, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0482, loss: 0.9848 2022-09-18 15:05:31,038 - mmdet - INFO - Epoch [30][2350/7330] lr: 1.000e-05, eta: 7:48:58, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1200, s0.acc: 95.6077, s0.loss_bbox: 0.1983, s0.loss_mask: 0.1815, s1.loss_cls: 0.0559, s1.acc: 95.8315, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0948, s2.loss_cls: 0.0283, s2.acc: 95.6618, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0457, loss: 0.8986 2022-09-18 15:05:59,652 - mmdet - INFO - Epoch [30][2400/7330] lr: 1.000e-05, eta: 7:48:29, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1272, s0.acc: 95.3044, s0.loss_bbox: 0.2088, s0.loss_mask: 0.1881, s1.loss_cls: 0.0603, s1.acc: 95.4757, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0984, s2.loss_cls: 0.0308, s2.acc: 95.2059, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0476, loss: 0.9476 2022-09-18 15:06:28,455 - mmdet - INFO - Epoch [30][2450/7330] lr: 1.000e-05, eta: 7:48:00, time: 0.576, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1300, s0.acc: 95.1667, s0.loss_bbox: 0.2162, s0.loss_mask: 0.1916, s1.loss_cls: 0.0607, s1.acc: 95.3294, s1.loss_bbox: 0.1054, s1.loss_mask: 0.0998, s2.loss_cls: 0.0306, s2.acc: 95.1841, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0482, loss: 0.9674 2022-09-18 15:06:56,635 - mmdet - INFO - Epoch [30][2500/7330] lr: 1.000e-05, eta: 7:47:31, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1246, s0.acc: 95.4722, s0.loss_bbox: 0.2068, s0.loss_mask: 0.1891, s1.loss_cls: 0.0595, s1.acc: 95.6042, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0986, s2.loss_cls: 0.0301, s2.acc: 95.4293, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0475, loss: 0.9365 2022-09-18 15:07:25,335 - mmdet - INFO - Epoch [30][2550/7330] lr: 1.000e-05, eta: 7:47:03, time: 0.574, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1333, s0.acc: 95.1582, s0.loss_bbox: 0.2149, s0.loss_mask: 0.1901, s1.loss_cls: 0.0631, s1.acc: 95.3403, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0992, s2.loss_cls: 0.0317, s2.acc: 95.2208, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0480, loss: 0.9680 2022-09-18 15:07:53,855 - mmdet - INFO - Epoch [30][2600/7330] lr: 1.000e-05, eta: 7:46:34, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1318, s0.acc: 95.1953, s0.loss_bbox: 0.2178, s0.loss_mask: 0.1903, s1.loss_cls: 0.0618, s1.acc: 95.3870, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0987, s2.loss_cls: 0.0308, s2.acc: 95.3137, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0475, loss: 0.9704 2022-09-18 15:08:22,295 - mmdet - INFO - Epoch [30][2650/7330] lr: 1.000e-05, eta: 7:46:05, time: 0.570, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1225, s0.acc: 95.4741, s0.loss_bbox: 0.2029, s0.loss_mask: 0.1870, s1.loss_cls: 0.0579, s1.acc: 95.6639, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0977, s2.loss_cls: 0.0293, s2.acc: 95.5337, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0471, loss: 0.9246 2022-09-18 15:08:50,577 - mmdet - INFO - Epoch [30][2700/7330] lr: 1.000e-05, eta: 7:45:36, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1250, s0.acc: 95.3633, s0.loss_bbox: 0.2106, s0.loss_mask: 0.1886, s1.loss_cls: 0.0598, s1.acc: 95.4651, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0980, s2.loss_cls: 0.0304, s2.acc: 95.2034, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0472, loss: 0.9422 2022-09-18 15:09:19,090 - mmdet - INFO - Epoch [30][2750/7330] lr: 1.000e-05, eta: 7:45:07, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1302, s0.acc: 95.2288, s0.loss_bbox: 0.2102, s0.loss_mask: 0.1877, s1.loss_cls: 0.0607, s1.acc: 95.4860, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0981, s2.loss_cls: 0.0307, s2.acc: 95.2533, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0476, loss: 0.9508 2022-09-18 15:09:47,816 - mmdet - INFO - Epoch [30][2800/7330] lr: 1.000e-05, eta: 7:44:39, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1266, s0.acc: 95.2927, s0.loss_bbox: 0.2050, s0.loss_mask: 0.1905, s1.loss_cls: 0.0590, s1.acc: 95.4525, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0981, s2.loss_cls: 0.0301, s2.acc: 95.3187, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0470, loss: 0.9395 2022-09-18 15:10:16,375 - mmdet - INFO - Epoch [30][2850/7330] lr: 1.000e-05, eta: 7:44:10, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1272, s0.acc: 95.3716, s0.loss_bbox: 0.2050, s0.loss_mask: 0.1829, s1.loss_cls: 0.0599, s1.acc: 95.5884, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0965, s2.loss_cls: 0.0301, s2.acc: 95.3271, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0468, loss: 0.9322 2022-09-18 15:10:44,791 - mmdet - INFO - Epoch [30][2900/7330] lr: 1.000e-05, eta: 7:43:41, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1276, s0.acc: 95.2769, s0.loss_bbox: 0.2060, s0.loss_mask: 0.1871, s1.loss_cls: 0.0608, s1.acc: 95.4305, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0981, s2.loss_cls: 0.0310, s2.acc: 95.2327, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0474, loss: 0.9397 2022-09-18 15:11:13,316 - mmdet - INFO - Epoch [30][2950/7330] lr: 1.000e-05, eta: 7:43:12, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1263, s0.acc: 95.4006, s0.loss_bbox: 0.2073, s0.loss_mask: 0.1896, s1.loss_cls: 0.0587, s1.acc: 95.5972, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0985, s2.loss_cls: 0.0295, s2.acc: 95.4952, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0471, loss: 0.9379 2022-09-18 15:11:41,554 - mmdet - INFO - Epoch [30][3000/7330] lr: 1.000e-05, eta: 7:42:43, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1249, s0.acc: 95.4368, s0.loss_bbox: 0.2005, s0.loss_mask: 0.1830, s1.loss_cls: 0.0594, s1.acc: 95.5626, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0955, s2.loss_cls: 0.0301, s2.acc: 95.4320, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0462, loss: 0.9187 2022-09-18 15:12:09,997 - mmdet - INFO - Epoch [30][3050/7330] lr: 1.000e-05, eta: 7:42:15, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1263, s0.acc: 95.3665, s0.loss_bbox: 0.2083, s0.loss_mask: 0.1888, s1.loss_cls: 0.0608, s1.acc: 95.4552, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0982, s2.loss_cls: 0.0304, s2.acc: 95.3026, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0471, loss: 0.9428 2022-09-18 15:12:38,329 - mmdet - INFO - Epoch [30][3100/7330] lr: 1.000e-05, eta: 7:41:46, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1305, s0.acc: 95.2083, s0.loss_bbox: 0.2087, s0.loss_mask: 0.1860, s1.loss_cls: 0.0612, s1.acc: 95.4857, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0975, s2.loss_cls: 0.0310, s2.acc: 95.2491, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0466, loss: 0.9440 2022-09-18 15:13:06,372 - mmdet - INFO - Epoch [30][3150/7330] lr: 1.000e-05, eta: 7:41:17, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1254, s0.acc: 95.4238, s0.loss_bbox: 0.2004, s0.loss_mask: 0.1870, s1.loss_cls: 0.0599, s1.acc: 95.5308, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0983, s2.loss_cls: 0.0298, s2.acc: 95.4324, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0471, loss: 0.9243 2022-09-18 15:13:34,434 - mmdet - INFO - Epoch [30][3200/7330] lr: 1.000e-05, eta: 7:40:48, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1247, s0.acc: 95.3640, s0.loss_bbox: 0.2076, s0.loss_mask: 0.1912, s1.loss_cls: 0.0593, s1.acc: 95.5355, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0996, s2.loss_cls: 0.0305, s2.acc: 95.2904, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0478, loss: 0.9443 2022-09-18 15:14:03,499 - mmdet - INFO - Epoch [30][3250/7330] lr: 1.000e-05, eta: 7:40:19, time: 0.581, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1284, s0.acc: 95.2083, s0.loss_bbox: 0.2074, s0.loss_mask: 0.1872, s1.loss_cls: 0.0608, s1.acc: 95.4038, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0976, s2.loss_cls: 0.0307, s2.acc: 95.2662, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0467, loss: 0.9454 2022-09-18 15:14:31,917 - mmdet - INFO - Epoch [30][3300/7330] lr: 1.000e-05, eta: 7:39:51, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1333, s0.acc: 95.1323, s0.loss_bbox: 0.2119, s0.loss_mask: 0.1940, s1.loss_cls: 0.0638, s1.acc: 95.2590, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1014, s2.loss_cls: 0.0317, s2.acc: 95.1909, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0491, loss: 0.9751 2022-09-18 15:14:59,833 - mmdet - INFO - Epoch [30][3350/7330] lr: 1.000e-05, eta: 7:39:22, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1300, s0.acc: 95.2432, s0.loss_bbox: 0.2024, s0.loss_mask: 0.1838, s1.loss_cls: 0.0615, s1.acc: 95.4373, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0955, s2.loss_cls: 0.0310, s2.acc: 95.2605, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0462, loss: 0.9319 2022-09-18 15:15:28,714 - mmdet - INFO - Epoch [30][3400/7330] lr: 1.000e-05, eta: 7:38:53, time: 0.578, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1223, s0.acc: 95.5281, s0.loss_bbox: 0.2009, s0.loss_mask: 0.1869, s1.loss_cls: 0.0576, s1.acc: 95.7024, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0976, s2.loss_cls: 0.0291, s2.acc: 95.4948, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0471, loss: 0.9197 2022-09-18 15:15:56,857 - mmdet - INFO - Epoch [30][3450/7330] lr: 1.000e-05, eta: 7:38:24, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1196, s0.acc: 95.5723, s0.loss_bbox: 0.1989, s0.loss_mask: 0.1828, s1.loss_cls: 0.0575, s1.acc: 95.6915, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0957, s2.loss_cls: 0.0291, s2.acc: 95.4966, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0461, loss: 0.9062 2022-09-18 15:16:24,843 - mmdet - INFO - Epoch [30][3500/7330] lr: 1.000e-05, eta: 7:37:55, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1273, s0.acc: 95.4148, s0.loss_bbox: 0.2027, s0.loss_mask: 0.1879, s1.loss_cls: 0.0609, s1.acc: 95.5045, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0987, s2.loss_cls: 0.0308, s2.acc: 95.3706, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0479, loss: 0.9341 2022-09-18 15:16:52,939 - mmdet - INFO - Epoch [30][3550/7330] lr: 1.000e-05, eta: 7:37:26, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1294, s0.acc: 95.2466, s0.loss_bbox: 0.2115, s0.loss_mask: 0.1911, s1.loss_cls: 0.0611, s1.acc: 95.4290, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0994, s2.loss_cls: 0.0308, s2.acc: 95.2333, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0478, loss: 0.9548 2022-09-18 15:17:21,581 - mmdet - INFO - Epoch [30][3600/7330] lr: 1.000e-05, eta: 7:36:58, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1329, s0.acc: 95.2129, s0.loss_bbox: 0.2097, s0.loss_mask: 0.1909, s1.loss_cls: 0.0626, s1.acc: 95.3471, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1002, s2.loss_cls: 0.0315, s2.acc: 95.1952, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0481, loss: 0.9616 2022-09-18 15:17:49,723 - mmdet - INFO - Epoch [30][3650/7330] lr: 1.000e-05, eta: 7:36:29, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1256, s0.acc: 95.4546, s0.loss_bbox: 0.2039, s0.loss_mask: 0.1864, s1.loss_cls: 0.0590, s1.acc: 95.6606, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0978, s2.loss_cls: 0.0297, s2.acc: 95.4897, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0471, loss: 0.9310 2022-09-18 15:18:18,505 - mmdet - INFO - Epoch [30][3700/7330] lr: 1.000e-05, eta: 7:36:00, time: 0.576, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1247, s0.acc: 95.3748, s0.loss_bbox: 0.2022, s0.loss_mask: 0.1851, s1.loss_cls: 0.0591, s1.acc: 95.5367, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0972, s2.loss_cls: 0.0300, s2.acc: 95.3137, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0468, loss: 0.9248 2022-09-18 15:18:47,255 - mmdet - INFO - Epoch [30][3750/7330] lr: 1.000e-05, eta: 7:35:31, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1253, s0.acc: 95.3960, s0.loss_bbox: 0.2057, s0.loss_mask: 0.1852, s1.loss_cls: 0.0601, s1.acc: 95.5352, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0966, s2.loss_cls: 0.0303, s2.acc: 95.2865, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0466, loss: 0.9305 2022-09-18 15:19:15,254 - mmdet - INFO - Epoch [30][3800/7330] lr: 1.000e-05, eta: 7:35:02, time: 0.560, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1229, s0.acc: 95.4087, s0.loss_bbox: 0.2012, s0.loss_mask: 0.1890, s1.loss_cls: 0.0582, s1.acc: 95.5732, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0991, s2.loss_cls: 0.0298, s2.acc: 95.3521, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0479, loss: 0.9272 2022-09-18 15:19:43,844 - mmdet - INFO - Epoch [30][3850/7330] lr: 1.000e-05, eta: 7:34:34, time: 0.572, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1252, s0.acc: 95.4006, s0.loss_bbox: 0.2068, s0.loss_mask: 0.1894, s1.loss_cls: 0.0601, s1.acc: 95.4748, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0995, s2.loss_cls: 0.0307, s2.acc: 95.2419, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0482, loss: 0.9443 2022-09-18 15:20:11,907 - mmdet - INFO - Epoch [30][3900/7330] lr: 1.000e-05, eta: 7:34:05, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1229, s0.acc: 95.4446, s0.loss_bbox: 0.2049, s0.loss_mask: 0.1869, s1.loss_cls: 0.0583, s1.acc: 95.5841, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0974, s2.loss_cls: 0.0297, s2.acc: 95.4485, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0470, loss: 0.9290 2022-09-18 15:20:39,924 - mmdet - INFO - Epoch [30][3950/7330] lr: 1.000e-05, eta: 7:33:36, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1261, s0.acc: 95.3611, s0.loss_bbox: 0.2020, s0.loss_mask: 0.1831, s1.loss_cls: 0.0601, s1.acc: 95.5047, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0950, s2.loss_cls: 0.0303, s2.acc: 95.3171, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0458, loss: 0.9202 2022-09-18 15:21:08,536 - mmdet - INFO - Epoch [30][4000/7330] lr: 1.000e-05, eta: 7:33:07, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1247, s0.acc: 95.4746, s0.loss_bbox: 0.2111, s0.loss_mask: 0.1877, s1.loss_cls: 0.0583, s1.acc: 95.7273, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0979, s2.loss_cls: 0.0295, s2.acc: 95.5101, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0473, loss: 0.9399 2022-09-18 15:21:37,412 - mmdet - INFO - Epoch [30][4050/7330] lr: 1.000e-05, eta: 7:32:38, time: 0.578, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1334, s0.acc: 95.1592, s0.loss_bbox: 0.2173, s0.loss_mask: 0.1870, s1.loss_cls: 0.0628, s1.acc: 95.3706, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0969, s2.loss_cls: 0.0314, s2.acc: 95.2399, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0465, loss: 0.9652 2022-09-18 15:22:05,680 - mmdet - INFO - Epoch [30][4100/7330] lr: 1.000e-05, eta: 7:32:09, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1223, s0.acc: 95.5371, s0.loss_bbox: 0.1978, s0.loss_mask: 0.1815, s1.loss_cls: 0.0588, s1.acc: 95.6222, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0954, s2.loss_cls: 0.0293, s2.acc: 95.5203, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0462, loss: 0.9057 2022-09-18 15:22:34,403 - mmdet - INFO - Epoch [30][4150/7330] lr: 1.000e-05, eta: 7:31:41, time: 0.574, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1265, s0.acc: 95.3032, s0.loss_bbox: 0.2033, s0.loss_mask: 0.1842, s1.loss_cls: 0.0599, s1.acc: 95.4567, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0965, s2.loss_cls: 0.0300, s2.acc: 95.3342, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0465, loss: 0.9277 2022-09-18 15:23:02,701 - mmdet - INFO - Epoch [30][4200/7330] lr: 1.000e-05, eta: 7:31:12, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1402, s0.acc: 94.9399, s0.loss_bbox: 0.2168, s0.loss_mask: 0.1886, s1.loss_cls: 0.0666, s1.acc: 95.1031, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0980, s2.loss_cls: 0.0333, s2.acc: 94.9404, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0475, loss: 0.9828 2022-09-18 15:23:31,468 - mmdet - INFO - Epoch [30][4250/7330] lr: 1.000e-05, eta: 7:30:43, time: 0.575, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1354, s0.acc: 95.1299, s0.loss_bbox: 0.2136, s0.loss_mask: 0.1899, s1.loss_cls: 0.0649, s1.acc: 95.2125, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0989, s2.loss_cls: 0.0328, s2.acc: 94.9485, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0478, loss: 0.9724 2022-09-18 15:23:59,800 - mmdet - INFO - Epoch [30][4300/7330] lr: 1.000e-05, eta: 7:30:14, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1290, s0.acc: 95.2388, s0.loss_bbox: 0.2108, s0.loss_mask: 0.1829, s1.loss_cls: 0.0610, s1.acc: 95.4469, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0958, s2.loss_cls: 0.0308, s2.acc: 95.2757, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0462, loss: 0.9421 2022-09-18 15:24:27,945 - mmdet - INFO - Epoch [30][4350/7330] lr: 1.000e-05, eta: 7:29:46, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1268, s0.acc: 95.3013, s0.loss_bbox: 0.2082, s0.loss_mask: 0.1914, s1.loss_cls: 0.0603, s1.acc: 95.4621, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1003, s2.loss_cls: 0.0304, s2.acc: 95.3607, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0484, loss: 0.9520 2022-09-18 15:24:56,584 - mmdet - INFO - Epoch [30][4400/7330] lr: 1.000e-05, eta: 7:29:17, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1323, s0.acc: 95.1462, s0.loss_bbox: 0.2124, s0.loss_mask: 0.1915, s1.loss_cls: 0.0619, s1.acc: 95.3692, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0996, s2.loss_cls: 0.0313, s2.acc: 95.1340, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0477, loss: 0.9629 2022-09-18 15:25:24,533 - mmdet - INFO - Epoch [30][4450/7330] lr: 1.000e-05, eta: 7:28:48, time: 0.559, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1273, s0.acc: 95.3254, s0.loss_bbox: 0.2043, s0.loss_mask: 0.1813, s1.loss_cls: 0.0602, s1.acc: 95.4671, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0951, s2.loss_cls: 0.0300, s2.acc: 95.3646, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0462, loss: 0.9235 2022-09-18 15:25:52,715 - mmdet - INFO - Epoch [30][4500/7330] lr: 1.000e-05, eta: 7:28:19, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1264, s0.acc: 95.3687, s0.loss_bbox: 0.2130, s0.loss_mask: 0.1893, s1.loss_cls: 0.0592, s1.acc: 95.5456, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0987, s2.loss_cls: 0.0301, s2.acc: 95.3615, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0472, loss: 0.9468 2022-09-18 15:26:20,821 - mmdet - INFO - Epoch [30][4550/7330] lr: 1.000e-05, eta: 7:27:50, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1223, s0.acc: 95.4988, s0.loss_bbox: 0.2033, s0.loss_mask: 0.1833, s1.loss_cls: 0.0581, s1.acc: 95.6442, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0959, s2.loss_cls: 0.0294, s2.acc: 95.5226, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0461, loss: 0.9159 2022-09-18 15:26:49,074 - mmdet - INFO - Epoch [30][4600/7330] lr: 1.000e-05, eta: 7:27:21, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1238, s0.acc: 95.3879, s0.loss_bbox: 0.2074, s0.loss_mask: 0.1876, s1.loss_cls: 0.0595, s1.acc: 95.5033, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0982, s2.loss_cls: 0.0302, s2.acc: 95.2030, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0471, loss: 0.9393 2022-09-18 15:27:17,401 - mmdet - INFO - Epoch [30][4650/7330] lr: 1.000e-05, eta: 7:26:52, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1275, s0.acc: 95.3223, s0.loss_bbox: 0.2091, s0.loss_mask: 0.1881, s1.loss_cls: 0.0604, s1.acc: 95.5062, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0988, s2.loss_cls: 0.0305, s2.acc: 95.2972, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0473, loss: 0.9428 2022-09-18 15:27:45,524 - mmdet - INFO - Epoch [30][4700/7330] lr: 1.000e-05, eta: 7:26:24, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1299, s0.acc: 95.2454, s0.loss_bbox: 0.2076, s0.loss_mask: 0.1875, s1.loss_cls: 0.0609, s1.acc: 95.4303, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0985, s2.loss_cls: 0.0307, s2.acc: 95.3151, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0476, loss: 0.9477 2022-09-18 15:28:13,581 - mmdet - INFO - Epoch [30][4750/7330] lr: 1.000e-05, eta: 7:25:55, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1303, s0.acc: 95.2812, s0.loss_bbox: 0.2089, s0.loss_mask: 0.1887, s1.loss_cls: 0.0607, s1.acc: 95.5272, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0979, s2.loss_cls: 0.0307, s2.acc: 95.3279, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0471, loss: 0.9506 2022-09-18 15:28:42,245 - mmdet - INFO - Epoch [30][4800/7330] lr: 1.000e-05, eta: 7:25:26, time: 0.569, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1239, s0.acc: 95.4495, s0.loss_bbox: 0.2002, s0.loss_mask: 0.1791, s1.loss_cls: 0.0587, s1.acc: 95.5919, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0947, s2.loss_cls: 0.0298, s2.acc: 95.4194, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0460, loss: 0.9117 2022-09-18 15:29:10,665 - mmdet - INFO - Epoch [30][4850/7330] lr: 1.000e-05, eta: 7:24:57, time: 0.572, data_time: 0.016, memory: 12703, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1377, s0.acc: 94.9229, s0.loss_bbox: 0.2187, s0.loss_mask: 0.1924, s1.loss_cls: 0.0654, s1.acc: 95.0688, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1003, s2.loss_cls: 0.0334, s2.acc: 94.8533, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0485, loss: 0.9919 2022-09-18 15:29:39,172 - mmdet - INFO - Epoch [30][4900/7330] lr: 1.000e-05, eta: 7:24:28, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1282, s0.acc: 95.2393, s0.loss_bbox: 0.2134, s0.loss_mask: 0.1893, s1.loss_cls: 0.0603, s1.acc: 95.4874, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0999, s2.loss_cls: 0.0305, s2.acc: 95.3617, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0481, loss: 0.9578 2022-09-18 15:30:07,358 - mmdet - INFO - Epoch [30][4950/7330] lr: 1.000e-05, eta: 7:24:00, time: 0.568, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1245, s0.acc: 95.4543, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1841, s1.loss_cls: 0.0596, s1.acc: 95.5679, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0964, s2.loss_cls: 0.0298, s2.acc: 95.4568, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0466, loss: 0.9157 2022-09-18 15:30:35,510 - mmdet - INFO - Epoch [30][5000/7330] lr: 1.000e-05, eta: 7:23:31, time: 0.563, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1321, s0.acc: 95.1399, s0.loss_bbox: 0.2143, s0.loss_mask: 0.1884, s1.loss_cls: 0.0630, s1.acc: 95.3253, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0986, s2.loss_cls: 0.0317, s2.acc: 95.1495, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0476, loss: 0.9666 2022-09-18 15:31:04,187 - mmdet - INFO - Epoch [30][5050/7330] lr: 1.000e-05, eta: 7:23:02, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1235, s0.acc: 95.4382, s0.loss_bbox: 0.2020, s0.loss_mask: 0.1800, s1.loss_cls: 0.0589, s1.acc: 95.6288, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0949, s2.loss_cls: 0.0297, s2.acc: 95.4184, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0456, loss: 0.9127 2022-09-18 15:31:32,856 - mmdet - INFO - Epoch [30][5100/7330] lr: 1.000e-05, eta: 7:22:33, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1333, s0.acc: 95.1062, s0.loss_bbox: 0.2172, s0.loss_mask: 0.1904, s1.loss_cls: 0.0629, s1.acc: 95.2986, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0995, s2.loss_cls: 0.0322, s2.acc: 95.1054, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0480, loss: 0.9761 2022-09-18 15:32:00,459 - mmdet - INFO - Epoch [30][5150/7330] lr: 1.000e-05, eta: 7:22:04, time: 0.552, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1322, s0.acc: 95.1013, s0.loss_bbox: 0.2146, s0.loss_mask: 0.1909, s1.loss_cls: 0.0623, s1.acc: 95.3083, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0993, s2.loss_cls: 0.0317, s2.acc: 95.0692, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0478, loss: 0.9675 2022-09-18 15:32:28,443 - mmdet - INFO - Epoch [30][5200/7330] lr: 1.000e-05, eta: 7:21:35, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1199, s0.acc: 95.5901, s0.loss_bbox: 0.1969, s0.loss_mask: 0.1835, s1.loss_cls: 0.0566, s1.acc: 95.7554, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0972, s2.loss_cls: 0.0288, s2.acc: 95.6102, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0471, loss: 0.9034 2022-09-18 15:32:56,915 - mmdet - INFO - Epoch [30][5250/7330] lr: 1.000e-05, eta: 7:21:07, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1284, s0.acc: 95.2664, s0.loss_bbox: 0.2099, s0.loss_mask: 0.1897, s1.loss_cls: 0.0601, s1.acc: 95.5102, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0989, s2.loss_cls: 0.0304, s2.acc: 95.2963, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0482, loss: 0.9514 2022-09-18 15:33:25,014 - mmdet - INFO - Epoch [30][5300/7330] lr: 1.000e-05, eta: 7:20:38, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1185, s0.acc: 95.6499, s0.loss_bbox: 0.1926, s0.loss_mask: 0.1798, s1.loss_cls: 0.0557, s1.acc: 95.8077, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0949, s2.loss_cls: 0.0284, s2.acc: 95.6177, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0460, loss: 0.8877 2022-09-18 15:33:53,619 - mmdet - INFO - Epoch [30][5350/7330] lr: 1.000e-05, eta: 7:20:09, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1280, s0.acc: 95.3716, s0.loss_bbox: 0.2056, s0.loss_mask: 0.1841, s1.loss_cls: 0.0606, s1.acc: 95.5476, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0962, s2.loss_cls: 0.0303, s2.acc: 95.4719, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0461, loss: 0.9291 2022-09-18 15:34:22,067 - mmdet - INFO - Epoch [30][5400/7330] lr: 1.000e-05, eta: 7:19:40, time: 0.569, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1284, s0.acc: 95.3528, s0.loss_bbox: 0.2043, s0.loss_mask: 0.1850, s1.loss_cls: 0.0603, s1.acc: 95.5507, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0974, s2.loss_cls: 0.0299, s2.acc: 95.4991, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0471, loss: 0.9331 2022-09-18 15:34:49,810 - mmdet - INFO - Epoch [30][5450/7330] lr: 1.000e-05, eta: 7:19:11, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1256, s0.acc: 95.3875, s0.loss_bbox: 0.2022, s0.loss_mask: 0.1868, s1.loss_cls: 0.0590, s1.acc: 95.6173, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0973, s2.loss_cls: 0.0301, s2.acc: 95.4458, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0468, loss: 0.9283 2022-09-18 15:35:17,895 - mmdet - INFO - Epoch [30][5500/7330] lr: 1.000e-05, eta: 7:18:42, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1291, s0.acc: 95.2319, s0.loss_bbox: 0.2089, s0.loss_mask: 0.1885, s1.loss_cls: 0.0613, s1.acc: 95.3768, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0983, s2.loss_cls: 0.0309, s2.acc: 95.2665, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0476, loss: 0.9511 2022-09-18 15:35:46,217 - mmdet - INFO - Epoch [30][5550/7330] lr: 1.000e-05, eta: 7:18:14, time: 0.567, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1238, s0.acc: 95.3943, s0.loss_bbox: 0.2068, s0.loss_mask: 0.1827, s1.loss_cls: 0.0587, s1.acc: 95.5854, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0958, s2.loss_cls: 0.0296, s2.acc: 95.3857, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0463, loss: 0.9256 2022-09-18 15:36:14,719 - mmdet - INFO - Epoch [30][5600/7330] lr: 1.000e-05, eta: 7:17:45, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1277, s0.acc: 95.3179, s0.loss_bbox: 0.2063, s0.loss_mask: 0.1882, s1.loss_cls: 0.0598, s1.acc: 95.5376, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0982, s2.loss_cls: 0.0302, s2.acc: 95.4498, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0474, loss: 0.9403 2022-09-18 15:36:42,945 - mmdet - INFO - Epoch [30][5650/7330] lr: 1.000e-05, eta: 7:17:16, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1277, s0.acc: 95.3125, s0.loss_bbox: 0.2064, s0.loss_mask: 0.1815, s1.loss_cls: 0.0601, s1.acc: 95.5280, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0955, s2.loss_cls: 0.0302, s2.acc: 95.3565, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0464, loss: 0.9318 2022-09-18 15:37:11,389 - mmdet - INFO - Epoch [30][5700/7330] lr: 1.000e-05, eta: 7:16:47, time: 0.569, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1298, s0.acc: 95.2092, s0.loss_bbox: 0.2110, s0.loss_mask: 0.1858, s1.loss_cls: 0.0613, s1.acc: 95.3004, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0971, s2.loss_cls: 0.0313, s2.acc: 95.1536, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0471, loss: 0.9521 2022-09-18 15:37:39,396 - mmdet - INFO - Epoch [30][5750/7330] lr: 1.000e-05, eta: 7:16:18, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1224, s0.acc: 95.5564, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1864, s1.loss_cls: 0.0572, s1.acc: 95.8205, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0985, s2.loss_cls: 0.0286, s2.acc: 95.7022, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0473, loss: 0.9226 2022-09-18 15:38:08,193 - mmdet - INFO - Epoch [30][5800/7330] lr: 1.000e-05, eta: 7:15:50, time: 0.577, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1213, s0.acc: 95.5271, s0.loss_bbox: 0.2033, s0.loss_mask: 0.1863, s1.loss_cls: 0.0578, s1.acc: 95.6343, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0968, s2.loss_cls: 0.0292, s2.acc: 95.4381, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0466, loss: 0.9201 2022-09-18 15:38:37,007 - mmdet - INFO - Epoch [30][5850/7330] lr: 1.000e-05, eta: 7:15:21, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1254, s0.acc: 95.4172, s0.loss_bbox: 0.2039, s0.loss_mask: 0.1887, s1.loss_cls: 0.0608, s1.acc: 95.4336, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0987, s2.loss_cls: 0.0310, s2.acc: 95.2360, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0470, loss: 0.9358 2022-09-18 15:39:05,157 - mmdet - INFO - Epoch [30][5900/7330] lr: 1.000e-05, eta: 7:14:52, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1260, s0.acc: 95.4280, s0.loss_bbox: 0.1991, s0.loss_mask: 0.1823, s1.loss_cls: 0.0594, s1.acc: 95.6024, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0954, s2.loss_cls: 0.0300, s2.acc: 95.4185, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0462, loss: 0.9162 2022-09-18 15:39:34,012 - mmdet - INFO - Epoch [30][5950/7330] lr: 1.000e-05, eta: 7:14:23, time: 0.577, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1240, s0.acc: 95.5039, s0.loss_bbox: 0.2024, s0.loss_mask: 0.1901, s1.loss_cls: 0.0593, s1.acc: 95.6323, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0994, s2.loss_cls: 0.0299, s2.acc: 95.4554, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0481, loss: 0.9345 2022-09-18 15:40:03,042 - mmdet - INFO - Epoch [30][6000/7330] lr: 1.000e-05, eta: 7:13:55, time: 0.581, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1233, s0.acc: 95.4900, s0.loss_bbox: 0.2055, s0.loss_mask: 0.1872, s1.loss_cls: 0.0578, s1.acc: 95.6522, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0982, s2.loss_cls: 0.0289, s2.acc: 95.5204, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0474, loss: 0.9289 2022-09-18 15:40:31,946 - mmdet - INFO - Epoch [30][6050/7330] lr: 1.000e-05, eta: 7:13:26, time: 0.577, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1199, s0.acc: 95.5981, s0.loss_bbox: 0.1951, s0.loss_mask: 0.1809, s1.loss_cls: 0.0569, s1.acc: 95.8089, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0949, s2.loss_cls: 0.0286, s2.acc: 95.6129, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0460, loss: 0.8960 2022-09-18 15:41:00,220 - mmdet - INFO - Epoch [30][6100/7330] lr: 1.000e-05, eta: 7:12:57, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1259, s0.acc: 95.4153, s0.loss_bbox: 0.2021, s0.loss_mask: 0.1877, s1.loss_cls: 0.0595, s1.acc: 95.6156, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0978, s2.loss_cls: 0.0296, s2.acc: 95.4841, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0471, loss: 0.9268 2022-09-18 15:41:28,476 - mmdet - INFO - Epoch [30][6150/7330] lr: 1.000e-05, eta: 7:12:28, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1250, s0.acc: 95.3752, s0.loss_bbox: 0.2032, s0.loss_mask: 0.1955, s1.loss_cls: 0.0595, s1.acc: 95.5097, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1017, s2.loss_cls: 0.0305, s2.acc: 95.2872, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0491, loss: 0.9446 2022-09-18 15:41:57,002 - mmdet - INFO - Epoch [30][6200/7330] lr: 1.000e-05, eta: 7:11:59, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1286, s0.acc: 95.2864, s0.loss_bbox: 0.2094, s0.loss_mask: 0.1837, s1.loss_cls: 0.0590, s1.acc: 95.5010, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0961, s2.loss_cls: 0.0299, s2.acc: 95.3372, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0465, loss: 0.9398 2022-09-18 15:42:25,119 - mmdet - INFO - Epoch [30][6250/7330] lr: 1.000e-05, eta: 7:11:31, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1162, s0.acc: 95.6865, s0.loss_bbox: 0.1906, s0.loss_mask: 0.1826, s1.loss_cls: 0.0547, s1.acc: 95.8395, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0941, s2.loss_cls: 0.0276, s2.acc: 95.6818, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0454, loss: 0.8820 2022-09-18 15:42:53,805 - mmdet - INFO - Epoch [30][6300/7330] lr: 1.000e-05, eta: 7:11:02, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1197, s0.acc: 95.6304, s0.loss_bbox: 0.1987, s0.loss_mask: 0.1861, s1.loss_cls: 0.0565, s1.acc: 95.8112, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0975, s2.loss_cls: 0.0286, s2.acc: 95.6745, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0469, loss: 0.9097 2022-09-18 15:43:22,424 - mmdet - INFO - Epoch [30][6350/7330] lr: 1.000e-05, eta: 7:10:33, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1232, s0.acc: 95.4131, s0.loss_bbox: 0.2019, s0.loss_mask: 0.1835, s1.loss_cls: 0.0583, s1.acc: 95.5954, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0967, s2.loss_cls: 0.0298, s2.acc: 95.4399, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0468, loss: 0.9159 2022-09-18 15:43:50,760 - mmdet - INFO - Epoch [30][6400/7330] lr: 1.000e-05, eta: 7:10:04, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1322, s0.acc: 95.1265, s0.loss_bbox: 0.2169, s0.loss_mask: 0.1930, s1.loss_cls: 0.0620, s1.acc: 95.3594, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1008, s2.loss_cls: 0.0310, s2.acc: 95.2820, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0486, loss: 0.9747 2022-09-18 15:44:19,125 - mmdet - INFO - Epoch [30][6450/7330] lr: 1.000e-05, eta: 7:09:36, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1196, s0.acc: 95.5808, s0.loss_bbox: 0.2036, s0.loss_mask: 0.1844, s1.loss_cls: 0.0562, s1.acc: 95.7235, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0966, s2.loss_cls: 0.0289, s2.acc: 95.5436, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0466, loss: 0.9152 2022-09-18 15:44:47,624 - mmdet - INFO - Epoch [30][6500/7330] lr: 1.000e-05, eta: 7:09:07, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1236, s0.acc: 95.4026, s0.loss_bbox: 0.2003, s0.loss_mask: 0.1807, s1.loss_cls: 0.0592, s1.acc: 95.5078, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0950, s2.loss_cls: 0.0303, s2.acc: 95.2524, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0459, loss: 0.9121 2022-09-18 15:45:16,173 - mmdet - INFO - Epoch [30][6550/7330] lr: 1.000e-05, eta: 7:08:38, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1259, s0.acc: 95.4324, s0.loss_bbox: 0.2005, s0.loss_mask: 0.1855, s1.loss_cls: 0.0600, s1.acc: 95.4645, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0964, s2.loss_cls: 0.0302, s2.acc: 95.3536, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0466, loss: 0.9252 2022-09-18 15:45:44,930 - mmdet - INFO - Epoch [30][6600/7330] lr: 1.000e-05, eta: 7:08:09, time: 0.575, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1212, s0.acc: 95.5754, s0.loss_bbox: 0.1997, s0.loss_mask: 0.1842, s1.loss_cls: 0.0573, s1.acc: 95.7285, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0966, s2.loss_cls: 0.0293, s2.acc: 95.5650, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0464, loss: 0.9101 2022-09-18 15:46:13,215 - mmdet - INFO - Epoch [30][6650/7330] lr: 1.000e-05, eta: 7:07:40, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1270, s0.acc: 95.3645, s0.loss_bbox: 0.2081, s0.loss_mask: 0.1879, s1.loss_cls: 0.0601, s1.acc: 95.5133, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0978, s2.loss_cls: 0.0306, s2.acc: 95.3115, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0470, loss: 0.9416 2022-09-18 15:46:42,189 - mmdet - INFO - Epoch [30][6700/7330] lr: 1.000e-05, eta: 7:07:12, time: 0.583, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1329, s0.acc: 95.1042, s0.loss_bbox: 0.2117, s0.loss_mask: 0.1940, s1.loss_cls: 0.0634, s1.acc: 95.2460, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1013, s2.loss_cls: 0.0317, s2.acc: 95.0887, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0486, loss: 0.9708 2022-09-18 15:47:10,239 - mmdet - INFO - Epoch [30][6750/7330] lr: 1.000e-05, eta: 7:06:43, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1237, s0.acc: 95.4067, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1833, s1.loss_cls: 0.0591, s1.acc: 95.5389, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0964, s2.loss_cls: 0.0295, s2.acc: 95.3766, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0468, loss: 0.9166 2022-09-18 15:47:38,612 - mmdet - INFO - Epoch [30][6800/7330] lr: 1.000e-05, eta: 7:06:14, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1241, s0.acc: 95.3999, s0.loss_bbox: 0.2047, s0.loss_mask: 0.1852, s1.loss_cls: 0.0600, s1.acc: 95.4788, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0976, s2.loss_cls: 0.0303, s2.acc: 95.3199, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0469, loss: 0.9296 2022-09-18 15:48:07,800 - mmdet - INFO - Epoch [30][6850/7330] lr: 1.000e-05, eta: 7:05:45, time: 0.583, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1322, s0.acc: 95.2412, s0.loss_bbox: 0.2137, s0.loss_mask: 0.1888, s1.loss_cls: 0.0622, s1.acc: 95.3735, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0993, s2.loss_cls: 0.0314, s2.acc: 95.2076, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0475, loss: 0.9679 2022-09-18 15:48:36,810 - mmdet - INFO - Epoch [30][6900/7330] lr: 1.000e-05, eta: 7:05:17, time: 0.581, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1232, s0.acc: 95.4458, s0.loss_bbox: 0.2058, s0.loss_mask: 0.1829, s1.loss_cls: 0.0580, s1.acc: 95.6479, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0959, s2.loss_cls: 0.0297, s2.acc: 95.4070, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0463, loss: 0.9222 2022-09-18 15:49:04,988 - mmdet - INFO - Epoch [30][6950/7330] lr: 1.000e-05, eta: 7:04:48, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1283, s0.acc: 95.3254, s0.loss_bbox: 0.1999, s0.loss_mask: 0.1856, s1.loss_cls: 0.0613, s1.acc: 95.4816, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0971, s2.loss_cls: 0.0303, s2.acc: 95.3770, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0466, loss: 0.9243 2022-09-18 15:49:33,076 - mmdet - INFO - Epoch [30][7000/7330] lr: 1.000e-05, eta: 7:04:19, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1239, s0.acc: 95.4099, s0.loss_bbox: 0.2028, s0.loss_mask: 0.1881, s1.loss_cls: 0.0592, s1.acc: 95.4983, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0980, s2.loss_cls: 0.0298, s2.acc: 95.3333, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0473, loss: 0.9280 2022-09-18 15:50:01,150 - mmdet - INFO - Epoch [30][7050/7330] lr: 1.000e-05, eta: 7:03:50, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1318, s0.acc: 95.1946, s0.loss_bbox: 0.2128, s0.loss_mask: 0.1882, s1.loss_cls: 0.0619, s1.acc: 95.3684, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0978, s2.loss_cls: 0.0316, s2.acc: 95.2006, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0474, loss: 0.9620 2022-09-18 15:50:28,767 - mmdet - INFO - Epoch [30][7100/7330] lr: 1.000e-05, eta: 7:03:21, time: 0.553, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1311, s0.acc: 95.1926, s0.loss_bbox: 0.2102, s0.loss_mask: 0.1876, s1.loss_cls: 0.0627, s1.acc: 95.2844, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0973, s2.loss_cls: 0.0318, s2.acc: 95.0803, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0469, loss: 0.9530 2022-09-18 15:50:57,078 - mmdet - INFO - Epoch [30][7150/7330] lr: 1.000e-05, eta: 7:02:52, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1298, s0.acc: 95.2332, s0.loss_bbox: 0.2082, s0.loss_mask: 0.1876, s1.loss_cls: 0.0607, s1.acc: 95.4251, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0973, s2.loss_cls: 0.0303, s2.acc: 95.3200, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0472, loss: 0.9455 2022-09-18 15:51:25,542 - mmdet - INFO - Epoch [30][7200/7330] lr: 1.000e-05, eta: 7:02:24, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1213, s0.acc: 95.5786, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1834, s1.loss_cls: 0.0582, s1.acc: 95.7167, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0959, s2.loss_cls: 0.0298, s2.acc: 95.5027, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0461, loss: 0.9144 2022-09-18 15:51:54,423 - mmdet - INFO - Epoch [30][7250/7330] lr: 1.000e-05, eta: 7:01:55, time: 0.578, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1267, s0.acc: 95.3347, s0.loss_bbox: 0.2035, s0.loss_mask: 0.1873, s1.loss_cls: 0.0596, s1.acc: 95.5014, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0986, s2.loss_cls: 0.0298, s2.acc: 95.4202, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0474, loss: 0.9358 2022-09-18 15:52:22,316 - mmdet - INFO - Epoch [30][7300/7330] lr: 1.000e-05, eta: 7:01:26, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1266, s0.acc: 95.3245, s0.loss_bbox: 0.2086, s0.loss_mask: 0.1940, s1.loss_cls: 0.0594, s1.acc: 95.5068, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1012, s2.loss_cls: 0.0303, s2.acc: 95.3885, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0483, loss: 0.9548 2022-09-18 15:52:48,220 - mmdet - INFO - Saving checkpoint at 30 epochs 2022-09-18 15:54:48,379 - mmdet - INFO - Evaluating bbox... 2022-09-18 15:55:14,423 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.519 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.705 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.561 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 ] = 0.547 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.674 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.640 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 ] = 0.668 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.792 2022-09-18 15:55:14,423 - mmdet - INFO - Evaluating segm... 2022-09-18 15:55:41,100 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.445 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.679 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.480 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.253 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 ] = 0.634 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 ] = 0.385 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.716 2022-09-18 15:55:41,507 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 15:55:41,508 - mmdet - INFO - Epoch(val) [30][313] bbox_mAP: 0.5190, bbox_mAP_50: 0.7050, bbox_mAP_75: 0.5610, bbox_mAP_s: 0.3510, bbox_mAP_m: 0.5470, bbox_mAP_l: 0.6740, bbox_mAP_copypaste: 0.519 0.705 0.561 0.351 0.547 0.674, segm_mAP: 0.4450, segm_mAP_50: 0.6790, segm_mAP_75: 0.4800, segm_mAP_s: 0.2530, segm_mAP_m: 0.4740, segm_mAP_l: 0.6340, segm_mAP_copypaste: 0.445 0.679 0.480 0.253 0.474 0.634 2022-09-18 15:58:09,128 - mmdet - INFO - Epoch [31][50/7330] lr: 1.000e-05, eta: 7:01:00, time: 2.951, data_time: 2.364, memory: 12703, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1290, s0.acc: 95.3250, s0.loss_bbox: 0.2056, s0.loss_mask: 0.1908, s1.loss_cls: 0.0610, s1.acc: 95.4993, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0991, s2.loss_cls: 0.0304, s2.acc: 95.4464, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0476, loss: 0.9427 2022-09-18 15:58:38,128 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 15:58:38,129 - mmdet - INFO - Epoch [31][100/7330] lr: 1.000e-05, eta: 7:00:32, time: 0.580, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1250, s0.acc: 95.3557, s0.loss_bbox: 0.2060, s0.loss_mask: 0.1919, s1.loss_cls: 0.0591, s1.acc: 95.5733, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1012, s2.loss_cls: 0.0296, s2.acc: 95.4867, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0492, loss: 0.9435 2022-09-18 15:59:07,141 - mmdet - INFO - Epoch [31][150/7330] lr: 1.000e-05, eta: 7:00:03, time: 0.580, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1212, s0.acc: 95.6431, s0.loss_bbox: 0.1938, s0.loss_mask: 0.1817, s1.loss_cls: 0.0581, s1.acc: 95.7533, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0957, s2.loss_cls: 0.0289, s2.acc: 95.6592, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0464, loss: 0.8987 2022-09-18 15:59:36,020 - mmdet - INFO - Epoch [31][200/7330] lr: 1.000e-05, eta: 6:59:34, time: 0.578, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1274, s0.acc: 95.3057, s0.loss_bbox: 0.2100, s0.loss_mask: 0.1857, s1.loss_cls: 0.0605, s1.acc: 95.4197, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0972, s2.loss_cls: 0.0301, s2.acc: 95.3196, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0466, loss: 0.9395 2022-09-18 16:00:04,518 - mmdet - INFO - Epoch [31][250/7330] lr: 1.000e-05, eta: 6:59:05, time: 0.570, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1345, s0.acc: 95.1079, s0.loss_bbox: 0.2169, s0.loss_mask: 0.1912, s1.loss_cls: 0.0636, s1.acc: 95.2881, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1002, s2.loss_cls: 0.0323, s2.acc: 95.0873, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0480, loss: 0.9789 2022-09-18 16:00:32,631 - mmdet - INFO - Epoch [31][300/7330] lr: 1.000e-05, eta: 6:58:37, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1241, s0.acc: 95.4702, s0.loss_bbox: 0.2034, s0.loss_mask: 0.1837, s1.loss_cls: 0.0584, s1.acc: 95.6831, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0961, s2.loss_cls: 0.0297, s2.acc: 95.4267, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0464, loss: 0.9225 2022-09-18 16:01:01,116 - mmdet - INFO - Epoch [31][350/7330] lr: 1.000e-05, eta: 6:58:08, time: 0.569, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1216, s0.acc: 95.4941, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1856, s1.loss_cls: 0.0570, s1.acc: 95.7253, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0982, s2.loss_cls: 0.0286, s2.acc: 95.6047, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0475, loss: 0.9185 2022-09-18 16:01:30,802 - mmdet - INFO - Epoch [31][400/7330] lr: 1.000e-05, eta: 6:57:39, time: 0.595, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1202, s0.acc: 95.6001, s0.loss_bbox: 0.1995, s0.loss_mask: 0.1816, s1.loss_cls: 0.0556, s1.acc: 95.8357, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0954, s2.loss_cls: 0.0287, s2.acc: 95.5314, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0462, loss: 0.9059 2022-09-18 16:01:59,323 - mmdet - INFO - Epoch [31][450/7330] lr: 1.000e-05, eta: 6:57:10, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1187, s0.acc: 95.7075, s0.loss_bbox: 0.1968, s0.loss_mask: 0.1829, s1.loss_cls: 0.0550, s1.acc: 95.8999, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0958, s2.loss_cls: 0.0280, s2.acc: 95.6991, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0465, loss: 0.8990 2022-09-18 16:02:27,800 - mmdet - INFO - Epoch [31][500/7330] lr: 1.000e-05, eta: 6:56:42, time: 0.570, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1250, s0.acc: 95.4841, s0.loss_bbox: 0.2001, s0.loss_mask: 0.1874, s1.loss_cls: 0.0597, s1.acc: 95.6128, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0977, s2.loss_cls: 0.0301, s2.acc: 95.3842, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0471, loss: 0.9246 2022-09-18 16:02:56,090 - mmdet - INFO - Epoch [31][550/7330] lr: 1.000e-05, eta: 6:56:13, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1212, s0.acc: 95.5300, s0.loss_bbox: 0.1993, s0.loss_mask: 0.1823, s1.loss_cls: 0.0575, s1.acc: 95.6658, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0956, s2.loss_cls: 0.0294, s2.acc: 95.5104, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0460, loss: 0.9103 2022-09-18 16:03:24,580 - mmdet - INFO - Epoch [31][600/7330] lr: 1.000e-05, eta: 6:55:44, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1259, s0.acc: 95.4380, s0.loss_bbox: 0.2075, s0.loss_mask: 0.1839, s1.loss_cls: 0.0587, s1.acc: 95.6955, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0961, s2.loss_cls: 0.0297, s2.acc: 95.4564, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0462, loss: 0.9303 2022-09-18 16:03:52,723 - mmdet - INFO - Epoch [31][650/7330] lr: 1.000e-05, eta: 6:55:15, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1213, s0.acc: 95.5093, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1830, s1.loss_cls: 0.0572, s1.acc: 95.6234, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0955, s2.loss_cls: 0.0288, s2.acc: 95.5409, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0461, loss: 0.9142 2022-09-18 16:04:21,126 - mmdet - INFO - Epoch [31][700/7330] lr: 1.000e-05, eta: 6:54:46, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1239, s0.acc: 95.4270, s0.loss_bbox: 0.2067, s0.loss_mask: 0.1909, s1.loss_cls: 0.0595, s1.acc: 95.5556, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0991, s2.loss_cls: 0.0298, s2.acc: 95.3604, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0477, loss: 0.9404 2022-09-18 16:04:49,554 - mmdet - INFO - Epoch [31][750/7330] lr: 1.000e-05, eta: 6:54:17, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1205, s0.acc: 95.5361, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1847, s1.loss_cls: 0.0568, s1.acc: 95.7117, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0969, s2.loss_cls: 0.0291, s2.acc: 95.4853, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0466, loss: 0.9145 2022-09-18 16:05:18,400 - mmdet - INFO - Epoch [31][800/7330] lr: 1.000e-05, eta: 6:53:49, time: 0.578, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1268, s0.acc: 95.3970, s0.loss_bbox: 0.2076, s0.loss_mask: 0.1884, s1.loss_cls: 0.0597, s1.acc: 95.5844, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0990, s2.loss_cls: 0.0302, s2.acc: 95.3298, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0475, loss: 0.9434 2022-09-18 16:05:46,341 - mmdet - INFO - Epoch [31][850/7330] lr: 1.000e-05, eta: 6:53:20, time: 0.559, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1199, s0.acc: 95.6067, s0.loss_bbox: 0.1952, s0.loss_mask: 0.1834, s1.loss_cls: 0.0575, s1.acc: 95.6982, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0964, s2.loss_cls: 0.0293, s2.acc: 95.4610, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0466, loss: 0.9028 2022-09-18 16:06:14,635 - mmdet - INFO - Epoch [31][900/7330] lr: 1.000e-05, eta: 6:52:51, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1238, s0.acc: 95.4460, s0.loss_bbox: 0.2048, s0.loss_mask: 0.1844, s1.loss_cls: 0.0581, s1.acc: 95.6182, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0958, s2.loss_cls: 0.0298, s2.acc: 95.3497, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0463, loss: 0.9222 2022-09-18 16:06:43,500 - mmdet - INFO - Epoch [31][950/7330] lr: 1.000e-05, eta: 6:52:22, time: 0.577, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1238, s0.acc: 95.4670, s0.loss_bbox: 0.2006, s0.loss_mask: 0.1826, s1.loss_cls: 0.0591, s1.acc: 95.6118, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0960, s2.loss_cls: 0.0296, s2.acc: 95.4995, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0462, loss: 0.9180 2022-09-18 16:07:11,541 - mmdet - INFO - Epoch [31][1000/7330] lr: 1.000e-05, eta: 6:51:53, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1218, s0.acc: 95.5283, s0.loss_bbox: 0.2066, s0.loss_mask: 0.1871, s1.loss_cls: 0.0580, s1.acc: 95.6796, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0978, s2.loss_cls: 0.0298, s2.acc: 95.3944, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0473, loss: 0.9320 2022-09-18 16:07:40,189 - mmdet - INFO - Epoch [31][1050/7330] lr: 1.000e-05, eta: 6:51:25, time: 0.573, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1226, s0.acc: 95.5166, s0.loss_bbox: 0.2026, s0.loss_mask: 0.1881, s1.loss_cls: 0.0574, s1.acc: 95.7810, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0989, s2.loss_cls: 0.0291, s2.acc: 95.6324, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0476, loss: 0.9297 2022-09-18 16:08:08,747 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 16:08:08,749 - mmdet - INFO - Epoch [31][1100/7330] lr: 1.000e-05, eta: 6:50:56, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1253, s0.acc: 95.4199, s0.loss_bbox: 0.2079, s0.loss_mask: 0.1875, s1.loss_cls: 0.0599, s1.acc: 95.5320, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0974, s2.loss_cls: 0.0300, s2.acc: 95.4189, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0473, loss: 0.9405 2022-09-18 16:08:37,122 - mmdet - INFO - Epoch [31][1150/7330] lr: 1.000e-05, eta: 6:50:27, time: 0.568, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1294, s0.acc: 95.1770, s0.loss_bbox: 0.2087, s0.loss_mask: 0.1849, s1.loss_cls: 0.0615, s1.acc: 95.3268, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0965, s2.loss_cls: 0.0310, s2.acc: 95.2448, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0469, loss: 0.9407 2022-09-18 16:09:05,529 - mmdet - INFO - Epoch [31][1200/7330] lr: 1.000e-05, eta: 6:49:58, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1296, s0.acc: 95.1780, s0.loss_bbox: 0.2038, s0.loss_mask: 0.1825, s1.loss_cls: 0.0615, s1.acc: 95.3442, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0961, s2.loss_cls: 0.0309, s2.acc: 95.2399, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0462, loss: 0.9335 2022-09-18 16:09:33,865 - mmdet - INFO - Epoch [31][1250/7330] lr: 1.000e-05, eta: 6:49:29, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1206, s0.acc: 95.5623, s0.loss_bbox: 0.1993, s0.loss_mask: 0.1822, s1.loss_cls: 0.0574, s1.acc: 95.6964, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0952, s2.loss_cls: 0.0290, s2.acc: 95.5307, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0457, loss: 0.9062 2022-09-18 16:10:02,165 - mmdet - INFO - Epoch [31][1300/7330] lr: 1.000e-05, eta: 6:49:01, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1286, s0.acc: 95.2700, s0.loss_bbox: 0.2169, s0.loss_mask: 0.1936, s1.loss_cls: 0.0616, s1.acc: 95.4241, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1010, s2.loss_cls: 0.0311, s2.acc: 95.2322, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0488, loss: 0.9711 2022-09-18 16:10:30,353 - mmdet - INFO - Epoch [31][1350/7330] lr: 1.000e-05, eta: 6:48:32, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1250, s0.acc: 95.3728, s0.loss_bbox: 0.2090, s0.loss_mask: 0.1919, s1.loss_cls: 0.0602, s1.acc: 95.4511, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1003, s2.loss_cls: 0.0307, s2.acc: 95.2614, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0481, loss: 0.9501 2022-09-18 16:10:59,316 - mmdet - INFO - Epoch [31][1400/7330] lr: 1.000e-05, eta: 6:48:03, time: 0.579, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1345, s0.acc: 95.0476, s0.loss_bbox: 0.2194, s0.loss_mask: 0.1943, s1.loss_cls: 0.0637, s1.acc: 95.2125, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1009, s2.loss_cls: 0.0319, s2.acc: 95.1292, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0488, loss: 0.9856 2022-09-18 16:11:27,889 - mmdet - INFO - Epoch [31][1450/7330] lr: 1.000e-05, eta: 6:47:34, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1224, s0.acc: 95.5183, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1830, s1.loss_cls: 0.0581, s1.acc: 95.6762, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0956, s2.loss_cls: 0.0294, s2.acc: 95.5745, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0463, loss: 0.9157 2022-09-18 16:11:56,370 - mmdet - INFO - Epoch [31][1500/7330] lr: 1.000e-05, eta: 6:47:05, time: 0.570, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1196, s0.acc: 95.6038, s0.loss_bbox: 0.1999, s0.loss_mask: 0.1828, s1.loss_cls: 0.0560, s1.acc: 95.8181, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0963, s2.loss_cls: 0.0286, s2.acc: 95.6481, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0465, loss: 0.9081 2022-09-18 16:12:25,472 - mmdet - INFO - Epoch [31][1550/7330] lr: 1.000e-05, eta: 6:46:37, time: 0.581, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1266, s0.acc: 95.3408, s0.loss_bbox: 0.2049, s0.loss_mask: 0.1883, s1.loss_cls: 0.0604, s1.acc: 95.4685, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0983, s2.loss_cls: 0.0307, s2.acc: 95.3678, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0476, loss: 0.9380 2022-09-18 16:12:53,718 - mmdet - INFO - Epoch [31][1600/7330] lr: 1.000e-05, eta: 6:46:08, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1161, s0.acc: 95.7285, s0.loss_bbox: 0.2018, s0.loss_mask: 0.1859, s1.loss_cls: 0.0547, s1.acc: 95.8347, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0978, s2.loss_cls: 0.0284, s2.acc: 95.5669, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0475, loss: 0.9088 2022-09-18 16:13:22,135 - mmdet - INFO - Epoch [31][1650/7330] lr: 1.000e-05, eta: 6:45:39, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1202, s0.acc: 95.5933, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1865, s1.loss_cls: 0.0559, s1.acc: 95.8691, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0975, s2.loss_cls: 0.0288, s2.acc: 95.6402, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0469, loss: 0.9089 2022-09-18 16:13:50,216 - mmdet - INFO - Epoch [31][1700/7330] lr: 1.000e-05, eta: 6:45:10, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1276, s0.acc: 95.3301, s0.loss_bbox: 0.2097, s0.loss_mask: 0.1875, s1.loss_cls: 0.0609, s1.acc: 95.4730, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0996, s2.loss_cls: 0.0305, s2.acc: 95.3333, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0484, loss: 0.9493 2022-09-18 16:14:18,676 - mmdet - INFO - Epoch [31][1750/7330] lr: 1.000e-05, eta: 6:44:41, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1287, s0.acc: 95.2571, s0.loss_bbox: 0.2063, s0.loss_mask: 0.1897, s1.loss_cls: 0.0609, s1.acc: 95.4093, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0982, s2.loss_cls: 0.0311, s2.acc: 95.2047, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0471, loss: 0.9434 2022-09-18 16:14:46,701 - mmdet - INFO - Epoch [31][1800/7330] lr: 1.000e-05, eta: 6:44:12, time: 0.561, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1208, s0.acc: 95.6504, s0.loss_bbox: 0.1992, s0.loss_mask: 0.1860, s1.loss_cls: 0.0563, s1.acc: 95.8443, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0976, s2.loss_cls: 0.0285, s2.acc: 95.7183, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0473, loss: 0.9103 2022-09-18 16:15:15,538 - mmdet - INFO - Epoch [31][1850/7330] lr: 1.000e-05, eta: 6:43:44, time: 0.576, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1227, s0.acc: 95.4832, s0.loss_bbox: 0.2057, s0.loss_mask: 0.1873, s1.loss_cls: 0.0579, s1.acc: 95.6853, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0988, s2.loss_cls: 0.0294, s2.acc: 95.4975, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0479, loss: 0.9335 2022-09-18 16:15:44,068 - mmdet - INFO - Epoch [31][1900/7330] lr: 1.000e-05, eta: 6:43:15, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1250, s0.acc: 95.3962, s0.loss_bbox: 0.2095, s0.loss_mask: 0.1885, s1.loss_cls: 0.0582, s1.acc: 95.6546, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0985, s2.loss_cls: 0.0296, s2.acc: 95.4403, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0475, loss: 0.9407 2022-09-18 16:16:12,005 - mmdet - INFO - Epoch [31][1950/7330] lr: 1.000e-05, eta: 6:42:46, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1238, s0.acc: 95.4419, s0.loss_bbox: 0.1969, s0.loss_mask: 0.1858, s1.loss_cls: 0.0590, s1.acc: 95.6049, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0968, s2.loss_cls: 0.0300, s2.acc: 95.4058, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0466, loss: 0.9150 2022-09-18 16:16:40,391 - mmdet - INFO - Epoch [31][2000/7330] lr: 1.000e-05, eta: 6:42:17, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1274, s0.acc: 95.3176, s0.loss_bbox: 0.2058, s0.loss_mask: 0.1896, s1.loss_cls: 0.0602, s1.acc: 95.5286, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0987, s2.loss_cls: 0.0308, s2.acc: 95.3144, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0476, loss: 0.9433 2022-09-18 16:17:08,832 - mmdet - INFO - Epoch [31][2050/7330] lr: 1.000e-05, eta: 6:41:48, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1221, s0.acc: 95.4160, s0.loss_bbox: 0.2042, s0.loss_mask: 0.1875, s1.loss_cls: 0.0572, s1.acc: 95.5702, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0979, s2.loss_cls: 0.0292, s2.acc: 95.4014, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0472, loss: 0.9266 2022-09-18 16:17:37,336 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 16:17:37,337 - mmdet - INFO - Epoch [31][2100/7330] lr: 1.000e-05, eta: 6:41:20, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1287, s0.acc: 95.2185, s0.loss_bbox: 0.2101, s0.loss_mask: 0.1867, s1.loss_cls: 0.0610, s1.acc: 95.4099, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0976, s2.loss_cls: 0.0308, s2.acc: 95.2736, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0471, loss: 0.9491 2022-09-18 16:18:05,859 - mmdet - INFO - Epoch [31][2150/7330] lr: 1.000e-05, eta: 6:40:51, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1236, s0.acc: 95.5420, s0.loss_bbox: 0.2009, s0.loss_mask: 0.1837, s1.loss_cls: 0.0588, s1.acc: 95.7287, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0961, s2.loss_cls: 0.0294, s2.acc: 95.6295, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0465, loss: 0.9176 2022-09-18 16:18:34,446 - mmdet - INFO - Epoch [31][2200/7330] lr: 1.000e-05, eta: 6:40:22, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1264, s0.acc: 95.3523, s0.loss_bbox: 0.2044, s0.loss_mask: 0.1828, s1.loss_cls: 0.0608, s1.acc: 95.4087, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0958, s2.loss_cls: 0.0308, s2.acc: 95.2289, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0461, loss: 0.9292 2022-09-18 16:19:02,173 - mmdet - INFO - Epoch [31][2250/7330] lr: 1.000e-05, eta: 6:39:53, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1341, s0.acc: 95.1868, s0.loss_bbox: 0.2083, s0.loss_mask: 0.1825, s1.loss_cls: 0.0628, s1.acc: 95.4887, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0952, s2.loss_cls: 0.0318, s2.acc: 95.2940, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0461, loss: 0.9429 2022-09-18 16:19:30,252 - mmdet - INFO - Epoch [31][2300/7330] lr: 1.000e-05, eta: 6:39:24, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1261, s0.acc: 95.3586, s0.loss_bbox: 0.2045, s0.loss_mask: 0.1866, s1.loss_cls: 0.0606, s1.acc: 95.4862, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0972, s2.loss_cls: 0.0308, s2.acc: 95.3094, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0468, loss: 0.9295 2022-09-18 16:19:58,343 - mmdet - INFO - Epoch [31][2350/7330] lr: 1.000e-05, eta: 6:38:55, time: 0.562, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1221, s0.acc: 95.4827, s0.loss_bbox: 0.1996, s0.loss_mask: 0.1845, s1.loss_cls: 0.0580, s1.acc: 95.5623, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0966, s2.loss_cls: 0.0291, s2.acc: 95.4430, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0467, loss: 0.9143 2022-09-18 16:20:27,013 - mmdet - INFO - Epoch [31][2400/7330] lr: 1.000e-05, eta: 6:38:27, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1301, s0.acc: 95.2244, s0.loss_bbox: 0.2143, s0.loss_mask: 0.1926, s1.loss_cls: 0.0616, s1.acc: 95.4779, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1005, s2.loss_cls: 0.0311, s2.acc: 95.2587, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0483, loss: 0.9689 2022-09-18 16:20:54,914 - mmdet - INFO - Epoch [31][2450/7330] lr: 1.000e-05, eta: 6:37:58, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1171, s0.acc: 95.7332, s0.loss_bbox: 0.1997, s0.loss_mask: 0.1854, s1.loss_cls: 0.0554, s1.acc: 95.8525, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0983, s2.loss_cls: 0.0285, s2.acc: 95.6931, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0474, loss: 0.9097 2022-09-18 16:21:23,558 - mmdet - INFO - Epoch [31][2500/7330] lr: 1.000e-05, eta: 6:37:29, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1323, s0.acc: 95.1226, s0.loss_bbox: 0.2193, s0.loss_mask: 0.1867, s1.loss_cls: 0.0622, s1.acc: 95.2826, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0973, s2.loss_cls: 0.0320, s2.acc: 95.0119, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0467, loss: 0.9676 2022-09-18 16:21:51,947 - mmdet - INFO - Epoch [31][2550/7330] lr: 1.000e-05, eta: 6:37:00, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1205, s0.acc: 95.5879, s0.loss_bbox: 0.2023, s0.loss_mask: 0.1910, s1.loss_cls: 0.0567, s1.acc: 95.8038, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1004, s2.loss_cls: 0.0288, s2.acc: 95.6165, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0485, loss: 0.9263 2022-09-18 16:22:20,784 - mmdet - INFO - Epoch [31][2600/7330] lr: 1.000e-05, eta: 6:36:31, time: 0.576, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1295, s0.acc: 95.2061, s0.loss_bbox: 0.2096, s0.loss_mask: 0.1855, s1.loss_cls: 0.0622, s1.acc: 95.3318, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0975, s2.loss_cls: 0.0312, s2.acc: 95.1593, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0472, loss: 0.9474 2022-09-18 16:22:49,722 - mmdet - INFO - Epoch [31][2650/7330] lr: 1.000e-05, eta: 6:36:03, time: 0.579, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1191, s0.acc: 95.5544, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1828, s1.loss_cls: 0.0557, s1.acc: 95.7684, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0960, s2.loss_cls: 0.0285, s2.acc: 95.5789, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0463, loss: 0.9061 2022-09-18 16:23:18,086 - mmdet - INFO - Epoch [31][2700/7330] lr: 1.000e-05, eta: 6:35:34, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1352, s0.acc: 94.9883, s0.loss_bbox: 0.2173, s0.loss_mask: 0.1888, s1.loss_cls: 0.0643, s1.acc: 95.1881, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0992, s2.loss_cls: 0.0319, s2.acc: 95.1526, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0482, loss: 0.9765 2022-09-18 16:23:46,708 - mmdet - INFO - Epoch [31][2750/7330] lr: 1.000e-05, eta: 6:35:05, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1228, s0.acc: 95.5078, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1858, s1.loss_cls: 0.0589, s1.acc: 95.6061, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0978, s2.loss_cls: 0.0299, s2.acc: 95.4045, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0477, loss: 0.9252 2022-09-18 16:24:14,870 - mmdet - INFO - Epoch [31][2800/7330] lr: 1.000e-05, eta: 6:34:36, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1190, s0.acc: 95.7139, s0.loss_bbox: 0.1966, s0.loss_mask: 0.1800, s1.loss_cls: 0.0554, s1.acc: 95.9801, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0954, s2.loss_cls: 0.0283, s2.acc: 95.7974, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0464, loss: 0.8962 2022-09-18 16:24:42,978 - mmdet - INFO - Epoch [31][2850/7330] lr: 1.000e-05, eta: 6:34:07, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1181, s0.acc: 95.7454, s0.loss_bbox: 0.1899, s0.loss_mask: 0.1760, s1.loss_cls: 0.0559, s1.acc: 95.8476, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0923, s2.loss_cls: 0.0280, s2.acc: 95.6928, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0448, loss: 0.8757 2022-09-18 16:25:11,433 - mmdet - INFO - Epoch [31][2900/7330] lr: 1.000e-05, eta: 6:33:39, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1301, s0.acc: 95.2493, s0.loss_bbox: 0.2084, s0.loss_mask: 0.1873, s1.loss_cls: 0.0614, s1.acc: 95.3998, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0976, s2.loss_cls: 0.0312, s2.acc: 95.1715, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0471, loss: 0.9490 2022-09-18 16:25:40,137 - mmdet - INFO - Epoch [31][2950/7330] lr: 1.000e-05, eta: 6:33:10, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1231, s0.acc: 95.4165, s0.loss_bbox: 0.2028, s0.loss_mask: 0.1836, s1.loss_cls: 0.0589, s1.acc: 95.6130, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0971, s2.loss_cls: 0.0301, s2.acc: 95.4053, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0470, loss: 0.9250 2022-09-18 16:26:08,221 - mmdet - INFO - Epoch [31][3000/7330] lr: 1.000e-05, eta: 6:32:41, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1185, s0.acc: 95.6675, s0.loss_bbox: 0.1977, s0.loss_mask: 0.1845, s1.loss_cls: 0.0561, s1.acc: 95.7948, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0975, s2.loss_cls: 0.0290, s2.acc: 95.5769, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0470, loss: 0.9050 2022-09-18 16:26:36,250 - mmdet - INFO - Epoch [31][3050/7330] lr: 1.000e-05, eta: 6:32:12, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1328, s0.acc: 95.1321, s0.loss_bbox: 0.2139, s0.loss_mask: 0.1890, s1.loss_cls: 0.0643, s1.acc: 95.1675, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0992, s2.loss_cls: 0.0326, s2.acc: 94.9373, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0478, loss: 0.9707 2022-09-18 16:27:04,519 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 16:27:04,520 - mmdet - INFO - Epoch [31][3100/7330] lr: 1.000e-05, eta: 6:31:43, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1314, s0.acc: 95.2434, s0.loss_bbox: 0.2101, s0.loss_mask: 0.1878, s1.loss_cls: 0.0628, s1.acc: 95.3712, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0980, s2.loss_cls: 0.0317, s2.acc: 95.1778, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0469, loss: 0.9553 2022-09-18 16:27:32,573 - mmdet - INFO - Epoch [31][3150/7330] lr: 1.000e-05, eta: 6:31:14, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1213, s0.acc: 95.5662, s0.loss_bbox: 0.1974, s0.loss_mask: 0.1856, s1.loss_cls: 0.0575, s1.acc: 95.7423, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0979, s2.loss_cls: 0.0292, s2.acc: 95.6145, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0473, loss: 0.9132 2022-09-18 16:28:01,064 - mmdet - INFO - Epoch [31][3200/7330] lr: 1.000e-05, eta: 6:30:46, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1249, s0.acc: 95.5034, s0.loss_bbox: 0.2006, s0.loss_mask: 0.1828, s1.loss_cls: 0.0588, s1.acc: 95.7325, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0960, s2.loss_cls: 0.0295, s2.acc: 95.5766, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0461, loss: 0.9181 2022-09-18 16:28:29,320 - mmdet - INFO - Epoch [31][3250/7330] lr: 1.000e-05, eta: 6:30:17, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1213, s0.acc: 95.4458, s0.loss_bbox: 0.2060, s0.loss_mask: 0.1847, s1.loss_cls: 0.0582, s1.acc: 95.5858, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0976, s2.loss_cls: 0.0299, s2.acc: 95.3817, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0474, loss: 0.9275 2022-09-18 16:28:57,618 - mmdet - INFO - Epoch [31][3300/7330] lr: 1.000e-05, eta: 6:29:48, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1277, s0.acc: 95.3469, s0.loss_bbox: 0.2071, s0.loss_mask: 0.1867, s1.loss_cls: 0.0586, s1.acc: 95.6436, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0977, s2.loss_cls: 0.0295, s2.acc: 95.4501, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0476, loss: 0.9368 2022-09-18 16:29:25,619 - mmdet - INFO - Epoch [31][3350/7330] lr: 1.000e-05, eta: 6:29:19, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1240, s0.acc: 95.4248, s0.loss_bbox: 0.1963, s0.loss_mask: 0.1801, s1.loss_cls: 0.0598, s1.acc: 95.5647, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0948, s2.loss_cls: 0.0296, s2.acc: 95.5126, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0461, loss: 0.9071 2022-09-18 16:29:53,863 - mmdet - INFO - Epoch [31][3400/7330] lr: 1.000e-05, eta: 6:28:50, time: 0.566, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1216, s0.acc: 95.5073, s0.loss_bbox: 0.1939, s0.loss_mask: 0.1770, s1.loss_cls: 0.0576, s1.acc: 95.6391, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0932, s2.loss_cls: 0.0290, s2.acc: 95.4614, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0449, loss: 0.8904 2022-09-18 16:30:22,096 - mmdet - INFO - Epoch [31][3450/7330] lr: 1.000e-05, eta: 6:28:21, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1225, s0.acc: 95.5496, s0.loss_bbox: 0.1978, s0.loss_mask: 0.1803, s1.loss_cls: 0.0585, s1.acc: 95.7086, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0941, s2.loss_cls: 0.0296, s2.acc: 95.5168, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0454, loss: 0.9080 2022-09-18 16:30:50,353 - mmdet - INFO - Epoch [31][3500/7330] lr: 1.000e-05, eta: 6:27:52, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1256, s0.acc: 95.4392, s0.loss_bbox: 0.2069, s0.loss_mask: 0.1858, s1.loss_cls: 0.0597, s1.acc: 95.5478, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0975, s2.loss_cls: 0.0302, s2.acc: 95.3689, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0467, loss: 0.9371 2022-09-18 16:31:17,948 - mmdet - INFO - Epoch [31][3550/7330] lr: 1.000e-05, eta: 6:27:24, time: 0.552, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1206, s0.acc: 95.6040, s0.loss_bbox: 0.1993, s0.loss_mask: 0.1842, s1.loss_cls: 0.0575, s1.acc: 95.7778, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0965, s2.loss_cls: 0.0291, s2.acc: 95.5129, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0467, loss: 0.9110 2022-09-18 16:31:45,994 - mmdet - INFO - Epoch [31][3600/7330] lr: 1.000e-05, eta: 6:26:55, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1320, s0.acc: 95.1914, s0.loss_bbox: 0.2141, s0.loss_mask: 0.1859, s1.loss_cls: 0.0623, s1.acc: 95.3549, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0976, s2.loss_cls: 0.0313, s2.acc: 95.2165, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0471, loss: 0.9587 2022-09-18 16:32:14,286 - mmdet - INFO - Epoch [31][3650/7330] lr: 1.000e-05, eta: 6:26:26, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1309, s0.acc: 95.2473, s0.loss_bbox: 0.2171, s0.loss_mask: 0.1883, s1.loss_cls: 0.0620, s1.acc: 95.3525, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0976, s2.loss_cls: 0.0313, s2.acc: 95.1908, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0469, loss: 0.9652 2022-09-18 16:32:43,011 - mmdet - INFO - Epoch [31][3700/7330] lr: 1.000e-05, eta: 6:25:57, time: 0.575, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1253, s0.acc: 95.4531, s0.loss_bbox: 0.2032, s0.loss_mask: 0.1849, s1.loss_cls: 0.0591, s1.acc: 95.5504, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0964, s2.loss_cls: 0.0301, s2.acc: 95.4247, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0464, loss: 0.9254 2022-09-18 16:33:11,074 - mmdet - INFO - Epoch [31][3750/7330] lr: 1.000e-05, eta: 6:25:28, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1263, s0.acc: 95.4724, s0.loss_bbox: 0.2016, s0.loss_mask: 0.1879, s1.loss_cls: 0.0591, s1.acc: 95.6321, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0991, s2.loss_cls: 0.0296, s2.acc: 95.5241, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0481, loss: 0.9328 2022-09-18 16:33:39,500 - mmdet - INFO - Epoch [31][3800/7330] lr: 1.000e-05, eta: 6:24:59, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1232, s0.acc: 95.5291, s0.loss_bbox: 0.1968, s0.loss_mask: 0.1791, s1.loss_cls: 0.0585, s1.acc: 95.6711, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0937, s2.loss_cls: 0.0296, s2.acc: 95.5086, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0453, loss: 0.9030 2022-09-18 16:34:07,563 - mmdet - INFO - Epoch [31][3850/7330] lr: 1.000e-05, eta: 6:24:31, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1227, s0.acc: 95.4141, s0.loss_bbox: 0.2021, s0.loss_mask: 0.1866, s1.loss_cls: 0.0582, s1.acc: 95.5500, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0979, s2.loss_cls: 0.0294, s2.acc: 95.4324, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0472, loss: 0.9218 2022-09-18 16:34:36,284 - mmdet - INFO - Epoch [31][3900/7330] lr: 1.000e-05, eta: 6:24:02, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1274, s0.acc: 95.3992, s0.loss_bbox: 0.2065, s0.loss_mask: 0.1822, s1.loss_cls: 0.0594, s1.acc: 95.6009, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0949, s2.loss_cls: 0.0300, s2.acc: 95.4303, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0458, loss: 0.9286 2022-09-18 16:35:04,940 - mmdet - INFO - Epoch [31][3950/7330] lr: 1.000e-05, eta: 6:23:33, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1229, s0.acc: 95.5330, s0.loss_bbox: 0.2043, s0.loss_mask: 0.1825, s1.loss_cls: 0.0586, s1.acc: 95.5955, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0953, s2.loss_cls: 0.0293, s2.acc: 95.5189, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0462, loss: 0.9176 2022-09-18 16:35:33,716 - mmdet - INFO - Epoch [31][4000/7330] lr: 1.000e-05, eta: 6:23:04, time: 0.576, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1259, s0.acc: 95.3645, s0.loss_bbox: 0.2039, s0.loss_mask: 0.1844, s1.loss_cls: 0.0600, s1.acc: 95.4627, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0966, s2.loss_cls: 0.0306, s2.acc: 95.2590, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0467, loss: 0.9299 2022-09-18 16:36:02,268 - mmdet - INFO - Epoch [31][4050/7330] lr: 1.000e-05, eta: 6:22:35, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1290, s0.acc: 95.2629, s0.loss_bbox: 0.2176, s0.loss_mask: 0.1924, s1.loss_cls: 0.0606, s1.acc: 95.4207, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1003, s2.loss_cls: 0.0310, s2.acc: 95.0972, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0485, loss: 0.9701 2022-09-18 16:36:30,870 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 16:36:30,872 - mmdet - INFO - Epoch [31][4100/7330] lr: 1.000e-05, eta: 6:22:07, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1260, s0.acc: 95.4243, s0.loss_bbox: 0.2040, s0.loss_mask: 0.1850, s1.loss_cls: 0.0592, s1.acc: 95.5526, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0979, s2.loss_cls: 0.0302, s2.acc: 95.3720, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0470, loss: 0.9287 2022-09-18 16:36:59,512 - mmdet - INFO - Epoch [31][4150/7330] lr: 1.000e-05, eta: 6:21:38, time: 0.572, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1328, s0.acc: 95.0857, s0.loss_bbox: 0.2194, s0.loss_mask: 0.1936, s1.loss_cls: 0.0643, s1.acc: 95.1658, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1005, s2.loss_cls: 0.0322, s2.acc: 95.0573, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0479, loss: 0.9811 2022-09-18 16:37:27,568 - mmdet - INFO - Epoch [31][4200/7330] lr: 1.000e-05, eta: 6:21:09, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1282, s0.acc: 95.3452, s0.loss_bbox: 0.2085, s0.loss_mask: 0.1888, s1.loss_cls: 0.0614, s1.acc: 95.3810, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0982, s2.loss_cls: 0.0309, s2.acc: 95.2492, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0469, loss: 0.9472 2022-09-18 16:37:56,604 - mmdet - INFO - Epoch [31][4250/7330] lr: 1.000e-05, eta: 6:20:40, time: 0.581, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1285, s0.acc: 95.2791, s0.loss_bbox: 0.2128, s0.loss_mask: 0.1870, s1.loss_cls: 0.0620, s1.acc: 95.3129, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0973, s2.loss_cls: 0.0314, s2.acc: 95.1185, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0464, loss: 0.9506 2022-09-18 16:38:24,758 - mmdet - INFO - Epoch [31][4300/7330] lr: 1.000e-05, eta: 6:20:12, time: 0.563, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1207, s0.acc: 95.5020, s0.loss_bbox: 0.2041, s0.loss_mask: 0.1854, s1.loss_cls: 0.0580, s1.acc: 95.5364, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0975, s2.loss_cls: 0.0296, s2.acc: 95.3290, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0469, loss: 0.9230 2022-09-18 16:38:53,417 - mmdet - INFO - Epoch [31][4350/7330] lr: 1.000e-05, eta: 6:19:43, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1247, s0.acc: 95.4651, s0.loss_bbox: 0.2060, s0.loss_mask: 0.1825, s1.loss_cls: 0.0576, s1.acc: 95.6911, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0961, s2.loss_cls: 0.0300, s2.acc: 95.3839, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0462, loss: 0.9249 2022-09-18 16:39:21,533 - mmdet - INFO - Epoch [31][4400/7330] lr: 1.000e-05, eta: 6:19:14, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1286, s0.acc: 95.2527, s0.loss_bbox: 0.2051, s0.loss_mask: 0.1846, s1.loss_cls: 0.0609, s1.acc: 95.4234, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0972, s2.loss_cls: 0.0309, s2.acc: 95.2629, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0469, loss: 0.9345 2022-09-18 16:39:49,941 - mmdet - INFO - Epoch [31][4450/7330] lr: 1.000e-05, eta: 6:18:45, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1239, s0.acc: 95.4463, s0.loss_bbox: 0.2047, s0.loss_mask: 0.1850, s1.loss_cls: 0.0588, s1.acc: 95.6049, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0971, s2.loss_cls: 0.0301, s2.acc: 95.4298, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0471, loss: 0.9310 2022-09-18 16:40:18,558 - mmdet - INFO - Epoch [31][4500/7330] lr: 1.000e-05, eta: 6:18:16, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1217, s0.acc: 95.4678, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1851, s1.loss_cls: 0.0577, s1.acc: 95.6092, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0960, s2.loss_cls: 0.0293, s2.acc: 95.3907, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0464, loss: 0.9178 2022-09-18 16:40:47,134 - mmdet - INFO - Epoch [31][4550/7330] lr: 1.000e-05, eta: 6:17:48, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1239, s0.acc: 95.4097, s0.loss_bbox: 0.2062, s0.loss_mask: 0.1857, s1.loss_cls: 0.0581, s1.acc: 95.6027, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0973, s2.loss_cls: 0.0296, s2.acc: 95.4257, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0471, loss: 0.9293 2022-09-18 16:41:16,043 - mmdet - INFO - Epoch [31][4600/7330] lr: 1.000e-05, eta: 6:17:19, time: 0.579, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1254, s0.acc: 95.3889, s0.loss_bbox: 0.2034, s0.loss_mask: 0.1838, s1.loss_cls: 0.0589, s1.acc: 95.6017, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0965, s2.loss_cls: 0.0304, s2.acc: 95.3511, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0464, loss: 0.9309 2022-09-18 16:41:44,131 - mmdet - INFO - Epoch [31][4650/7330] lr: 1.000e-05, eta: 6:16:50, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1328, s0.acc: 95.2114, s0.loss_bbox: 0.2144, s0.loss_mask: 0.1885, s1.loss_cls: 0.0625, s1.acc: 95.3752, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0989, s2.loss_cls: 0.0316, s2.acc: 95.0977, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0476, loss: 0.9647 2022-09-18 16:42:13,000 - mmdet - INFO - Epoch [31][4700/7330] lr: 1.000e-05, eta: 6:16:21, time: 0.577, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1247, s0.acc: 95.3853, s0.loss_bbox: 0.2093, s0.loss_mask: 0.1828, s1.loss_cls: 0.0589, s1.acc: 95.5703, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0963, s2.loss_cls: 0.0295, s2.acc: 95.4250, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0464, loss: 0.9325 2022-09-18 16:42:41,902 - mmdet - INFO - Epoch [31][4750/7330] lr: 1.000e-05, eta: 6:15:53, time: 0.578, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1287, s0.acc: 95.3042, s0.loss_bbox: 0.2111, s0.loss_mask: 0.1883, s1.loss_cls: 0.0603, s1.acc: 95.4845, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0979, s2.loss_cls: 0.0305, s2.acc: 95.3291, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0471, loss: 0.9504 2022-09-18 16:43:10,356 - mmdet - INFO - Epoch [31][4800/7330] lr: 1.000e-05, eta: 6:15:24, time: 0.569, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1210, s0.acc: 95.5422, s0.loss_bbox: 0.2002, s0.loss_mask: 0.1795, s1.loss_cls: 0.0575, s1.acc: 95.7298, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0948, s2.loss_cls: 0.0287, s2.acc: 95.6479, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0457, loss: 0.9050 2022-09-18 16:43:39,127 - mmdet - INFO - Epoch [31][4850/7330] lr: 1.000e-05, eta: 6:14:55, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1184, s0.acc: 95.6169, s0.loss_bbox: 0.1973, s0.loss_mask: 0.1863, s1.loss_cls: 0.0561, s1.acc: 95.7875, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0980, s2.loss_cls: 0.0284, s2.acc: 95.6551, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0478, loss: 0.9087 2022-09-18 16:44:07,235 - mmdet - INFO - Epoch [31][4900/7330] lr: 1.000e-05, eta: 6:14:26, time: 0.563, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1274, s0.acc: 95.1931, s0.loss_bbox: 0.2114, s0.loss_mask: 0.1853, s1.loss_cls: 0.0599, s1.acc: 95.3779, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0970, s2.loss_cls: 0.0303, s2.acc: 95.2134, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0470, loss: 0.9468 2022-09-18 16:44:36,030 - mmdet - INFO - Epoch [31][4950/7330] lr: 1.000e-05, eta: 6:13:57, time: 0.575, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1240, s0.acc: 95.5039, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1834, s1.loss_cls: 0.0592, s1.acc: 95.6729, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0961, s2.loss_cls: 0.0298, s2.acc: 95.5538, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0463, loss: 0.9194 2022-09-18 16:45:03,981 - mmdet - INFO - Epoch [31][5000/7330] lr: 1.000e-05, eta: 6:13:29, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1285, s0.acc: 95.2227, s0.loss_bbox: 0.2080, s0.loss_mask: 0.1841, s1.loss_cls: 0.0609, s1.acc: 95.3899, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0964, s2.loss_cls: 0.0309, s2.acc: 95.1087, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0464, loss: 0.9371 2022-09-18 16:45:32,331 - mmdet - INFO - Epoch [31][5050/7330] lr: 1.000e-05, eta: 6:13:00, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1205, s0.acc: 95.5085, s0.loss_bbox: 0.2060, s0.loss_mask: 0.1821, s1.loss_cls: 0.0566, s1.acc: 95.7122, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0954, s2.loss_cls: 0.0291, s2.acc: 95.4536, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0462, loss: 0.9184 2022-09-18 16:46:00,953 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 16:46:00,954 - mmdet - INFO - Epoch [31][5100/7330] lr: 1.000e-05, eta: 6:12:31, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1203, s0.acc: 95.5754, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1810, s1.loss_cls: 0.0573, s1.acc: 95.6903, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0950, s2.loss_cls: 0.0287, s2.acc: 95.5924, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0459, loss: 0.9023 2022-09-18 16:46:29,227 - mmdet - INFO - Epoch [31][5150/7330] lr: 1.000e-05, eta: 6:12:02, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1333, s0.acc: 95.0833, s0.loss_bbox: 0.2145, s0.loss_mask: 0.1852, s1.loss_cls: 0.0628, s1.acc: 95.1993, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0962, s2.loss_cls: 0.0318, s2.acc: 95.0664, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0462, loss: 0.9575 2022-09-18 16:46:57,622 - mmdet - INFO - Epoch [31][5200/7330] lr: 1.000e-05, eta: 6:11:33, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1227, s0.acc: 95.4683, s0.loss_bbox: 0.2039, s0.loss_mask: 0.1850, s1.loss_cls: 0.0585, s1.acc: 95.6491, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0975, s2.loss_cls: 0.0301, s2.acc: 95.2856, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0469, loss: 0.9256 2022-09-18 16:47:26,305 - mmdet - INFO - Epoch [31][5250/7330] lr: 1.000e-05, eta: 6:11:05, time: 0.574, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1226, s0.acc: 95.4773, s0.loss_bbox: 0.2016, s0.loss_mask: 0.1807, s1.loss_cls: 0.0588, s1.acc: 95.6281, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0947, s2.loss_cls: 0.0300, s2.acc: 95.4275, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0456, loss: 0.9137 2022-09-18 16:47:55,164 - mmdet - INFO - Epoch [31][5300/7330] lr: 1.000e-05, eta: 6:10:36, time: 0.577, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1262, s0.acc: 95.3225, s0.loss_bbox: 0.2073, s0.loss_mask: 0.1829, s1.loss_cls: 0.0594, s1.acc: 95.5526, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0961, s2.loss_cls: 0.0300, s2.acc: 95.4020, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0462, loss: 0.9325 2022-09-18 16:48:23,065 - mmdet - INFO - Epoch [31][5350/7330] lr: 1.000e-05, eta: 6:10:07, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1219, s0.acc: 95.5552, s0.loss_bbox: 0.1995, s0.loss_mask: 0.1840, s1.loss_cls: 0.0578, s1.acc: 95.7311, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0954, s2.loss_cls: 0.0288, s2.acc: 95.5883, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0463, loss: 0.9099 2022-09-18 16:48:51,780 - mmdet - INFO - Epoch [31][5400/7330] lr: 1.000e-05, eta: 6:09:38, time: 0.574, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1170, s0.acc: 95.6709, s0.loss_bbox: 0.1949, s0.loss_mask: 0.1770, s1.loss_cls: 0.0538, s1.acc: 95.9361, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0935, s2.loss_cls: 0.0277, s2.acc: 95.6825, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0453, loss: 0.8826 2022-09-18 16:49:20,420 - mmdet - INFO - Epoch [31][5450/7330] lr: 1.000e-05, eta: 6:09:09, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1229, s0.acc: 95.3923, s0.loss_bbox: 0.2071, s0.loss_mask: 0.1872, s1.loss_cls: 0.0581, s1.acc: 95.6306, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0970, s2.loss_cls: 0.0298, s2.acc: 95.4142, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0469, loss: 0.9326 2022-09-18 16:49:48,827 - mmdet - INFO - Epoch [31][5500/7330] lr: 1.000e-05, eta: 6:08:41, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1245, s0.acc: 95.3462, s0.loss_bbox: 0.2061, s0.loss_mask: 0.1853, s1.loss_cls: 0.0579, s1.acc: 95.5656, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0970, s2.loss_cls: 0.0298, s2.acc: 95.3466, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0468, loss: 0.9285 2022-09-18 16:50:17,113 - mmdet - INFO - Epoch [31][5550/7330] lr: 1.000e-05, eta: 6:08:12, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1224, s0.acc: 95.5925, s0.loss_bbox: 0.1972, s0.loss_mask: 0.1842, s1.loss_cls: 0.0575, s1.acc: 95.7596, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0965, s2.loss_cls: 0.0288, s2.acc: 95.6077, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0462, loss: 0.9091 2022-09-18 16:50:45,363 - mmdet - INFO - Epoch [31][5600/7330] lr: 1.000e-05, eta: 6:07:43, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1278, s0.acc: 95.2012, s0.loss_bbox: 0.2124, s0.loss_mask: 0.1905, s1.loss_cls: 0.0610, s1.acc: 95.3394, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0993, s2.loss_cls: 0.0311, s2.acc: 95.2503, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0481, loss: 0.9574 2022-09-18 16:51:13,603 - mmdet - INFO - Epoch [31][5650/7330] lr: 1.000e-05, eta: 6:07:14, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1302, s0.acc: 95.1907, s0.loss_bbox: 0.2136, s0.loss_mask: 0.1899, s1.loss_cls: 0.0624, s1.acc: 95.2821, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0987, s2.loss_cls: 0.0314, s2.acc: 95.0795, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0479, loss: 0.9626 2022-09-18 16:51:42,213 - mmdet - INFO - Epoch [31][5700/7330] lr: 1.000e-05, eta: 6:06:45, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1254, s0.acc: 95.4126, s0.loss_bbox: 0.2070, s0.loss_mask: 0.1858, s1.loss_cls: 0.0599, s1.acc: 95.5318, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0978, s2.loss_cls: 0.0306, s2.acc: 95.2537, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0473, loss: 0.9356 2022-09-18 16:52:10,954 - mmdet - INFO - Epoch [31][5750/7330] lr: 1.000e-05, eta: 6:06:17, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1250, s0.acc: 95.3911, s0.loss_bbox: 0.2006, s0.loss_mask: 0.1849, s1.loss_cls: 0.0601, s1.acc: 95.4715, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0960, s2.loss_cls: 0.0304, s2.acc: 95.3624, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0463, loss: 0.9229 2022-09-18 16:52:38,864 - mmdet - INFO - Epoch [31][5800/7330] lr: 1.000e-05, eta: 6:05:48, time: 0.558, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1160, s0.acc: 95.6868, s0.loss_bbox: 0.1953, s0.loss_mask: 0.1798, s1.loss_cls: 0.0552, s1.acc: 95.8068, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0946, s2.loss_cls: 0.0279, s2.acc: 95.6478, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0455, loss: 0.8872 2022-09-18 16:53:06,908 - mmdet - INFO - Epoch [31][5850/7330] lr: 1.000e-05, eta: 6:05:19, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1287, s0.acc: 95.2651, s0.loss_bbox: 0.2068, s0.loss_mask: 0.1865, s1.loss_cls: 0.0609, s1.acc: 95.3670, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0969, s2.loss_cls: 0.0308, s2.acc: 95.1256, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0464, loss: 0.9399 2022-09-18 16:53:34,700 - mmdet - INFO - Epoch [31][5900/7330] lr: 1.000e-05, eta: 6:04:50, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1247, s0.acc: 95.4004, s0.loss_bbox: 0.2092, s0.loss_mask: 0.1875, s1.loss_cls: 0.0586, s1.acc: 95.6199, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0992, s2.loss_cls: 0.0296, s2.acc: 95.4950, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0481, loss: 0.9420 2022-09-18 16:54:02,841 - mmdet - INFO - Epoch [31][5950/7330] lr: 1.000e-05, eta: 6:04:21, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1217, s0.acc: 95.4900, s0.loss_bbox: 0.2079, s0.loss_mask: 0.1833, s1.loss_cls: 0.0585, s1.acc: 95.5863, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0961, s2.loss_cls: 0.0298, s2.acc: 95.3867, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0465, loss: 0.9254 2022-09-18 16:54:31,373 - mmdet - INFO - Epoch [31][6000/7330] lr: 1.000e-05, eta: 6:03:52, time: 0.571, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1222, s0.acc: 95.4824, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1857, s1.loss_cls: 0.0577, s1.acc: 95.7124, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0970, s2.loss_cls: 0.0293, s2.acc: 95.5035, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0467, loss: 0.9181 2022-09-18 16:54:59,947 - mmdet - INFO - Epoch [31][6050/7330] lr: 1.000e-05, eta: 6:03:24, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1317, s0.acc: 95.2305, s0.loss_bbox: 0.2102, s0.loss_mask: 0.1894, s1.loss_cls: 0.0622, s1.acc: 95.4025, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0981, s2.loss_cls: 0.0313, s2.acc: 95.2004, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0474, loss: 0.9558 2022-09-18 16:55:27,757 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 16:55:27,760 - mmdet - INFO - Epoch [31][6100/7330] lr: 1.000e-05, eta: 6:02:55, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1234, s0.acc: 95.4956, s0.loss_bbox: 0.2016, s0.loss_mask: 0.1820, s1.loss_cls: 0.0585, s1.acc: 95.6944, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0963, s2.loss_cls: 0.0302, s2.acc: 95.4177, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0464, loss: 0.9181 2022-09-18 16:55:55,915 - mmdet - INFO - Epoch [31][6150/7330] lr: 1.000e-05, eta: 6:02:26, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1262, s0.acc: 95.4133, s0.loss_bbox: 0.2111, s0.loss_mask: 0.1897, s1.loss_cls: 0.0592, s1.acc: 95.6505, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0995, s2.loss_cls: 0.0303, s2.acc: 95.2947, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0480, loss: 0.9472 2022-09-18 16:56:24,976 - mmdet - INFO - Epoch [31][6200/7330] lr: 1.000e-05, eta: 6:01:57, time: 0.582, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1250, s0.acc: 95.4194, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1839, s1.loss_cls: 0.0599, s1.acc: 95.6181, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0964, s2.loss_cls: 0.0301, s2.acc: 95.4809, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0462, loss: 0.9228 2022-09-18 16:56:53,199 - mmdet - INFO - Epoch [31][6250/7330] lr: 1.000e-05, eta: 6:01:28, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1236, s0.acc: 95.5364, s0.loss_bbox: 0.2000, s0.loss_mask: 0.1849, s1.loss_cls: 0.0581, s1.acc: 95.7005, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0972, s2.loss_cls: 0.0290, s2.acc: 95.6632, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0470, loss: 0.9180 2022-09-18 16:57:21,940 - mmdet - INFO - Epoch [31][6300/7330] lr: 1.000e-05, eta: 6:01:00, time: 0.576, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1289, s0.acc: 95.2969, s0.loss_bbox: 0.2105, s0.loss_mask: 0.1934, s1.loss_cls: 0.0613, s1.acc: 95.5159, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1014, s2.loss_cls: 0.0308, s2.acc: 95.3382, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0488, loss: 0.9631 2022-09-18 16:57:50,747 - mmdet - INFO - Epoch [31][6350/7330] lr: 1.000e-05, eta: 6:00:31, time: 0.576, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1295, s0.acc: 95.2019, s0.loss_bbox: 0.2095, s0.loss_mask: 0.1867, s1.loss_cls: 0.0612, s1.acc: 95.4180, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0981, s2.loss_cls: 0.0312, s2.acc: 95.1662, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0475, loss: 0.9476 2022-09-18 16:58:18,509 - mmdet - INFO - Epoch [31][6400/7330] lr: 1.000e-05, eta: 6:00:02, time: 0.555, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1245, s0.acc: 95.4556, s0.loss_bbox: 0.2042, s0.loss_mask: 0.1849, s1.loss_cls: 0.0591, s1.acc: 95.6272, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0965, s2.loss_cls: 0.0304, s2.acc: 95.3674, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0464, loss: 0.9275 2022-09-18 16:58:46,999 - mmdet - INFO - Epoch [31][6450/7330] lr: 1.000e-05, eta: 5:59:33, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1291, s0.acc: 95.2839, s0.loss_bbox: 0.2085, s0.loss_mask: 0.1868, s1.loss_cls: 0.0618, s1.acc: 95.4563, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0982, s2.loss_cls: 0.0313, s2.acc: 95.2956, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0472, loss: 0.9462 2022-09-18 16:59:15,353 - mmdet - INFO - Epoch [31][6500/7330] lr: 1.000e-05, eta: 5:59:04, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1300, s0.acc: 95.2527, s0.loss_bbox: 0.2058, s0.loss_mask: 0.1883, s1.loss_cls: 0.0621, s1.acc: 95.3364, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0984, s2.loss_cls: 0.0308, s2.acc: 95.2816, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0473, loss: 0.9445 2022-09-18 16:59:43,573 - mmdet - INFO - Epoch [31][6550/7330] lr: 1.000e-05, eta: 5:58:36, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1177, s0.acc: 95.6375, s0.loss_bbox: 0.2018, s0.loss_mask: 0.1827, s1.loss_cls: 0.0555, s1.acc: 95.8834, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0968, s2.loss_cls: 0.0283, s2.acc: 95.6358, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0468, loss: 0.9117 2022-09-18 17:00:11,457 - mmdet - INFO - Epoch [31][6600/7330] lr: 1.000e-05, eta: 5:58:07, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1253, s0.acc: 95.4539, s0.loss_bbox: 0.2071, s0.loss_mask: 0.1867, s1.loss_cls: 0.0591, s1.acc: 95.6160, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0977, s2.loss_cls: 0.0296, s2.acc: 95.4664, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0469, loss: 0.9343 2022-09-18 17:00:39,315 - mmdet - INFO - Epoch [31][6650/7330] lr: 1.000e-05, eta: 5:57:38, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1250, s0.acc: 95.4326, s0.loss_bbox: 0.2055, s0.loss_mask: 0.1841, s1.loss_cls: 0.0596, s1.acc: 95.5403, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0967, s2.loss_cls: 0.0300, s2.acc: 95.3679, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0467, loss: 0.9280 2022-09-18 17:01:08,227 - mmdet - INFO - Epoch [31][6700/7330] lr: 1.000e-05, eta: 5:57:09, time: 0.578, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1293, s0.acc: 95.2712, s0.loss_bbox: 0.2082, s0.loss_mask: 0.1864, s1.loss_cls: 0.0623, s1.acc: 95.3334, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0973, s2.loss_cls: 0.0316, s2.acc: 95.1454, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0469, loss: 0.9467 2022-09-18 17:01:36,470 - mmdet - INFO - Epoch [31][6750/7330] lr: 1.000e-05, eta: 5:56:40, time: 0.565, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1235, s0.acc: 95.3855, s0.loss_bbox: 0.1986, s0.loss_mask: 0.1849, s1.loss_cls: 0.0594, s1.acc: 95.5356, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0973, s2.loss_cls: 0.0304, s2.acc: 95.3111, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0472, loss: 0.9211 2022-09-18 17:02:05,494 - mmdet - INFO - Epoch [31][6800/7330] lr: 1.000e-05, eta: 5:56:12, time: 0.580, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0160, s0.loss_cls: 0.1159, s0.acc: 95.7634, s0.loss_bbox: 0.1942, s0.loss_mask: 0.1775, s1.loss_cls: 0.0547, s1.acc: 95.9151, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0937, s2.loss_cls: 0.0277, s2.acc: 95.7499, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0453, loss: 0.8808 2022-09-18 17:02:33,815 - mmdet - INFO - Epoch [31][6850/7330] lr: 1.000e-05, eta: 5:55:43, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1241, s0.acc: 95.5024, s0.loss_bbox: 0.2047, s0.loss_mask: 0.1818, s1.loss_cls: 0.0583, s1.acc: 95.6991, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0957, s2.loss_cls: 0.0294, s2.acc: 95.5486, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0461, loss: 0.9192 2022-09-18 17:03:02,438 - mmdet - INFO - Epoch [31][6900/7330] lr: 1.000e-05, eta: 5:55:14, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1237, s0.acc: 95.4414, s0.loss_bbox: 0.2041, s0.loss_mask: 0.1834, s1.loss_cls: 0.0588, s1.acc: 95.5504, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0958, s2.loss_cls: 0.0294, s2.acc: 95.4649, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0462, loss: 0.9201 2022-09-18 17:03:30,682 - mmdet - INFO - Epoch [31][6950/7330] lr: 1.000e-05, eta: 5:54:45, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1280, s0.acc: 95.2773, s0.loss_bbox: 0.2044, s0.loss_mask: 0.1915, s1.loss_cls: 0.0607, s1.acc: 95.4304, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0996, s2.loss_cls: 0.0304, s2.acc: 95.3986, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0483, loss: 0.9439 2022-09-18 17:03:58,931 - mmdet - INFO - Epoch [31][7000/7330] lr: 1.000e-05, eta: 5:54:16, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1274, s0.acc: 95.2898, s0.loss_bbox: 0.2107, s0.loss_mask: 0.1889, s1.loss_cls: 0.0607, s1.acc: 95.3970, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0993, s2.loss_cls: 0.0305, s2.acc: 95.2538, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0480, loss: 0.9520 2022-09-18 17:04:27,439 - mmdet - INFO - Epoch [31][7050/7330] lr: 1.000e-05, eta: 5:53:48, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1286, s0.acc: 95.3662, s0.loss_bbox: 0.2095, s0.loss_mask: 0.1912, s1.loss_cls: 0.0616, s1.acc: 95.4199, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0995, s2.loss_cls: 0.0311, s2.acc: 95.2608, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0477, loss: 0.9517 2022-09-18 17:04:55,833 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 17:04:55,836 - mmdet - INFO - Epoch [31][7100/7330] lr: 1.000e-05, eta: 5:53:19, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1204, s0.acc: 95.6921, s0.loss_bbox: 0.1975, s0.loss_mask: 0.1836, s1.loss_cls: 0.0559, s1.acc: 95.9079, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0974, s2.loss_cls: 0.0286, s2.acc: 95.6754, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0468, loss: 0.9066 2022-09-18 17:05:24,822 - mmdet - INFO - Epoch [31][7150/7330] lr: 1.000e-05, eta: 5:52:50, time: 0.581, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1309, s0.acc: 95.1941, s0.loss_bbox: 0.2116, s0.loss_mask: 0.1864, s1.loss_cls: 0.0617, s1.acc: 95.4273, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0979, s2.loss_cls: 0.0313, s2.acc: 95.2298, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0471, loss: 0.9571 2022-09-18 17:05:52,973 - mmdet - INFO - Epoch [31][7200/7330] lr: 1.000e-05, eta: 5:52:21, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1204, s0.acc: 95.5579, s0.loss_bbox: 0.2009, s0.loss_mask: 0.1828, s1.loss_cls: 0.0565, s1.acc: 95.7657, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0970, s2.loss_cls: 0.0285, s2.acc: 95.6709, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0470, loss: 0.9113 2022-09-18 17:06:21,104 - mmdet - INFO - Epoch [31][7250/7330] lr: 1.000e-05, eta: 5:51:52, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1260, s0.acc: 95.3350, s0.loss_bbox: 0.2022, s0.loss_mask: 0.1777, s1.loss_cls: 0.0596, s1.acc: 95.4673, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0937, s2.loss_cls: 0.0300, s2.acc: 95.3388, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0453, loss: 0.9137 2022-09-18 17:06:49,135 - mmdet - INFO - Epoch [31][7300/7330] lr: 1.000e-05, eta: 5:51:24, time: 0.561, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1154, s0.acc: 95.8066, s0.loss_bbox: 0.1940, s0.loss_mask: 0.1768, s1.loss_cls: 0.0548, s1.acc: 95.9629, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0931, s2.loss_cls: 0.0271, s2.acc: 95.9114, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0448, loss: 0.8789 2022-09-18 17:07:14,533 - mmdet - INFO - Saving checkpoint at 31 epochs 2022-09-18 17:09:08,649 - mmdet - INFO - Evaluating bbox... 2022-09-18 17:09:33,974 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.518 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.705 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.561 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 ] = 0.548 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.672 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.474 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.669 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.792 2022-09-18 17:09:33,975 - mmdet - INFO - Evaluating segm... 2022-09-18 17:10:00,515 - 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 ] = 0.678 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.481 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.255 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 ] = 0.635 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 ] = 0.388 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.721 2022-09-18 17:10:01,008 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 17:10:01,008 - mmdet - INFO - Epoch(val) [31][313] bbox_mAP: 0.5180, bbox_mAP_50: 0.7050, bbox_mAP_75: 0.5610, bbox_mAP_s: 0.3510, bbox_mAP_m: 0.5480, bbox_mAP_l: 0.6720, bbox_mAP_copypaste: 0.518 0.705 0.561 0.351 0.548 0.672, segm_mAP: 0.4460, segm_mAP_50: 0.6780, segm_mAP_75: 0.4810, segm_mAP_s: 0.2550, segm_mAP_m: 0.4730, segm_mAP_l: 0.6350, segm_mAP_copypaste: 0.446 0.678 0.481 0.255 0.473 0.635 2022-09-18 17:12:22,483 - mmdet - INFO - Epoch [32][50/7330] lr: 1.000e-05, eta: 5:50:53, time: 2.829, data_time: 2.244, memory: 12703, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1282, s0.acc: 95.2073, s0.loss_bbox: 0.2087, s0.loss_mask: 0.1886, s1.loss_cls: 0.0611, s1.acc: 95.2819, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0980, s2.loss_cls: 0.0307, s2.acc: 95.1735, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0471, loss: 0.9457 2022-09-18 17:12:50,883 - mmdet - INFO - Epoch [32][100/7330] lr: 1.000e-05, eta: 5:50:24, time: 0.568, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1208, s0.acc: 95.5981, s0.loss_bbox: 0.1933, s0.loss_mask: 0.1773, s1.loss_cls: 0.0563, s1.acc: 95.8284, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0930, s2.loss_cls: 0.0283, s2.acc: 95.8007, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0449, loss: 0.8860 2022-09-18 17:13:18,952 - mmdet - INFO - Epoch [32][150/7330] lr: 1.000e-05, eta: 5:49:55, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1207, s0.acc: 95.4929, s0.loss_bbox: 0.2058, s0.loss_mask: 0.1836, s1.loss_cls: 0.0564, s1.acc: 95.6966, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0965, s2.loss_cls: 0.0289, s2.acc: 95.4407, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0461, loss: 0.9196 2022-09-18 17:13:47,168 - mmdet - INFO - Epoch [32][200/7330] lr: 1.000e-05, eta: 5:49:26, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1179, s0.acc: 95.6829, s0.loss_bbox: 0.1961, s0.loss_mask: 0.1778, s1.loss_cls: 0.0558, s1.acc: 95.8632, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0935, s2.loss_cls: 0.0280, s2.acc: 95.7080, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0448, loss: 0.8883 2022-09-18 17:14:15,424 - mmdet - INFO - Epoch [32][250/7330] lr: 1.000e-05, eta: 5:48:58, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1216, s0.acc: 95.5083, s0.loss_bbox: 0.2017, s0.loss_mask: 0.1824, s1.loss_cls: 0.0573, s1.acc: 95.6114, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0954, s2.loss_cls: 0.0290, s2.acc: 95.4347, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0458, loss: 0.9116 2022-09-18 17:14:43,784 - mmdet - INFO - Epoch [32][300/7330] lr: 1.000e-05, eta: 5:48:29, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1272, s0.acc: 95.2600, s0.loss_bbox: 0.2065, s0.loss_mask: 0.1878, s1.loss_cls: 0.0611, s1.acc: 95.3596, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0977, s2.loss_cls: 0.0307, s2.acc: 95.2137, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0470, loss: 0.9393 2022-09-18 17:15:12,324 - mmdet - INFO - Epoch [32][350/7330] lr: 1.000e-05, eta: 5:48:00, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1221, s0.acc: 95.5364, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1826, s1.loss_cls: 0.0582, s1.acc: 95.7404, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0962, s2.loss_cls: 0.0296, s2.acc: 95.5132, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0462, loss: 0.9167 2022-09-18 17:15:40,365 - mmdet - INFO - Epoch [32][400/7330] lr: 1.000e-05, eta: 5:47:31, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1135, s0.acc: 95.7852, s0.loss_bbox: 0.1919, s0.loss_mask: 0.1782, s1.loss_cls: 0.0535, s1.acc: 95.9671, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0943, s2.loss_cls: 0.0276, s2.acc: 95.6869, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0456, loss: 0.8735 2022-09-18 17:16:09,203 - mmdet - INFO - Epoch [32][450/7330] lr: 1.000e-05, eta: 5:47:02, time: 0.576, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1191, s0.acc: 95.6340, s0.loss_bbox: 0.1990, s0.loss_mask: 0.1785, s1.loss_cls: 0.0562, s1.acc: 95.7780, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0940, s2.loss_cls: 0.0283, s2.acc: 95.6654, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0456, loss: 0.8967 2022-09-18 17:16:37,368 - mmdet - INFO - Epoch [32][500/7330] lr: 1.000e-05, eta: 5:46:33, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1234, s0.acc: 95.4575, s0.loss_bbox: 0.2035, s0.loss_mask: 0.1830, s1.loss_cls: 0.0585, s1.acc: 95.6856, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0960, s2.loss_cls: 0.0294, s2.acc: 95.4855, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0461, loss: 0.9211 2022-09-18 17:17:06,418 - mmdet - INFO - Epoch [32][550/7330] lr: 1.000e-05, eta: 5:46:05, time: 0.580, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1275, s0.acc: 95.2866, s0.loss_bbox: 0.2116, s0.loss_mask: 0.1880, s1.loss_cls: 0.0602, s1.acc: 95.4232, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0984, s2.loss_cls: 0.0307, s2.acc: 95.3042, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0475, loss: 0.9504 2022-09-18 17:17:34,853 - mmdet - INFO - Epoch [32][600/7330] lr: 1.000e-05, eta: 5:45:36, time: 0.569, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1165, s0.acc: 95.6343, s0.loss_bbox: 0.1999, s0.loss_mask: 0.1804, s1.loss_cls: 0.0550, s1.acc: 95.8034, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0954, s2.loss_cls: 0.0279, s2.acc: 95.6158, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0457, loss: 0.8983 2022-09-18 17:18:04,006 - mmdet - INFO - Epoch [32][650/7330] lr: 1.000e-05, eta: 5:45:07, time: 0.583, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1288, s0.acc: 95.1814, s0.loss_bbox: 0.2102, s0.loss_mask: 0.1858, s1.loss_cls: 0.0614, s1.acc: 95.2685, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0973, s2.loss_cls: 0.0308, s2.acc: 95.2290, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0469, loss: 0.9479 2022-09-18 17:18:32,768 - mmdet - INFO - Epoch [32][700/7330] lr: 1.000e-05, eta: 5:44:38, time: 0.575, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1233, s0.acc: 95.3569, s0.loss_bbox: 0.2077, s0.loss_mask: 0.1864, s1.loss_cls: 0.0585, s1.acc: 95.5364, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0981, s2.loss_cls: 0.0295, s2.acc: 95.4105, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0474, loss: 0.9328 2022-09-18 17:19:00,980 - mmdet - INFO - Epoch [32][750/7330] lr: 1.000e-05, eta: 5:44:10, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1147, s0.acc: 95.7534, s0.loss_bbox: 0.1982, s0.loss_mask: 0.1829, s1.loss_cls: 0.0539, s1.acc: 95.8899, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0966, s2.loss_cls: 0.0278, s2.acc: 95.6808, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0465, loss: 0.8961 2022-09-18 17:19:29,481 - mmdet - INFO - Epoch [32][800/7330] lr: 1.000e-05, eta: 5:43:41, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1221, s0.acc: 95.4148, s0.loss_bbox: 0.2066, s0.loss_mask: 0.1866, s1.loss_cls: 0.0576, s1.acc: 95.6358, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0986, s2.loss_cls: 0.0292, s2.acc: 95.4698, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0480, loss: 0.9311 2022-09-18 17:19:57,903 - mmdet - INFO - Epoch [32][850/7330] lr: 1.000e-05, eta: 5:43:12, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1249, s0.acc: 95.4204, s0.loss_bbox: 0.2055, s0.loss_mask: 0.1850, s1.loss_cls: 0.0595, s1.acc: 95.6111, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0965, s2.loss_cls: 0.0298, s2.acc: 95.4259, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0467, loss: 0.9295 2022-09-18 17:20:26,171 - mmdet - INFO - Epoch [32][900/7330] lr: 1.000e-05, eta: 5:42:43, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1204, s0.acc: 95.6167, s0.loss_bbox: 0.1947, s0.loss_mask: 0.1800, s1.loss_cls: 0.0556, s1.acc: 95.8584, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0958, s2.loss_cls: 0.0279, s2.acc: 95.7459, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0463, loss: 0.8962 2022-09-18 17:20:55,012 - mmdet - INFO - Epoch [32][950/7330] lr: 1.000e-05, eta: 5:42:14, time: 0.577, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1253, s0.acc: 95.3081, s0.loss_bbox: 0.2146, s0.loss_mask: 0.1880, s1.loss_cls: 0.0588, s1.acc: 95.5184, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0978, s2.loss_cls: 0.0296, s2.acc: 95.3905, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0471, loss: 0.9473 2022-09-18 17:21:23,578 - mmdet - INFO - Epoch [32][1000/7330] lr: 1.000e-05, eta: 5:41:46, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1290, s0.acc: 95.2800, s0.loss_bbox: 0.2149, s0.loss_mask: 0.1831, s1.loss_cls: 0.0605, s1.acc: 95.5320, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0962, s2.loss_cls: 0.0308, s2.acc: 95.2303, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0464, loss: 0.9518 2022-09-18 17:21:51,933 - mmdet - INFO - Epoch [32][1050/7330] lr: 1.000e-05, eta: 5:41:17, time: 0.567, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1302, s0.acc: 95.2917, s0.loss_bbox: 0.2132, s0.loss_mask: 0.1858, s1.loss_cls: 0.0607, s1.acc: 95.4572, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0977, s2.loss_cls: 0.0309, s2.acc: 95.3464, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0472, loss: 0.9498 2022-09-18 17:22:20,307 - mmdet - INFO - Epoch [32][1100/7330] lr: 1.000e-05, eta: 5:40:48, time: 0.567, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1214, s0.acc: 95.5046, s0.loss_bbox: 0.1999, s0.loss_mask: 0.1828, s1.loss_cls: 0.0575, s1.acc: 95.6892, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0960, s2.loss_cls: 0.0289, s2.acc: 95.5914, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0460, loss: 0.9112 2022-09-18 17:22:48,926 - mmdet - INFO - Epoch [32][1150/7330] lr: 1.000e-05, eta: 5:40:19, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1223, s0.acc: 95.4944, s0.loss_bbox: 0.2017, s0.loss_mask: 0.1846, s1.loss_cls: 0.0578, s1.acc: 95.6038, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0976, s2.loss_cls: 0.0291, s2.acc: 95.5048, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0473, loss: 0.9200 2022-09-18 17:23:18,365 - mmdet - INFO - Epoch [32][1200/7330] lr: 1.000e-05, eta: 5:39:51, time: 0.589, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1194, s0.acc: 95.6128, s0.loss_bbox: 0.1930, s0.loss_mask: 0.1789, s1.loss_cls: 0.0569, s1.acc: 95.6923, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0946, s2.loss_cls: 0.0288, s2.acc: 95.5448, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0456, loss: 0.8923 2022-09-18 17:23:46,863 - mmdet - INFO - Epoch [32][1250/7330] lr: 1.000e-05, eta: 5:39:22, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1289, s0.acc: 95.2351, s0.loss_bbox: 0.2126, s0.loss_mask: 0.1892, s1.loss_cls: 0.0600, s1.acc: 95.4975, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0980, s2.loss_cls: 0.0304, s2.acc: 95.3931, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0475, loss: 0.9511 2022-09-18 17:24:15,424 - mmdet - INFO - Epoch [32][1300/7330] lr: 1.000e-05, eta: 5:38:53, time: 0.571, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1170, s0.acc: 95.6729, s0.loss_bbox: 0.1962, s0.loss_mask: 0.1783, s1.loss_cls: 0.0547, s1.acc: 95.9011, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0934, s2.loss_cls: 0.0280, s2.acc: 95.6928, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0449, loss: 0.8876 2022-09-18 17:24:43,900 - mmdet - INFO - Epoch [32][1350/7330] lr: 1.000e-05, eta: 5:38:24, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0160, s0.loss_cls: 0.1251, s0.acc: 95.5132, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1864, s1.loss_cls: 0.0587, s1.acc: 95.7002, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0979, s2.loss_cls: 0.0294, s2.acc: 95.5787, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0469, loss: 0.9196 2022-09-18 17:25:13,070 - mmdet - INFO - Epoch [32][1400/7330] lr: 1.000e-05, eta: 5:37:55, time: 0.583, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1227, s0.acc: 95.4570, s0.loss_bbox: 0.2071, s0.loss_mask: 0.1854, s1.loss_cls: 0.0579, s1.acc: 95.6736, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0982, s2.loss_cls: 0.0292, s2.acc: 95.4330, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0474, loss: 0.9294 2022-09-18 17:25:41,613 - mmdet - INFO - Epoch [32][1450/7330] lr: 1.000e-05, eta: 5:37:27, time: 0.571, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1257, s0.acc: 95.3411, s0.loss_bbox: 0.2104, s0.loss_mask: 0.1870, s1.loss_cls: 0.0593, s1.acc: 95.5771, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0974, s2.loss_cls: 0.0304, s2.acc: 95.3619, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0469, loss: 0.9417 2022-09-18 17:26:09,873 - mmdet - INFO - Epoch [32][1500/7330] lr: 1.000e-05, eta: 5:36:58, time: 0.564, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1203, s0.acc: 95.6125, s0.loss_bbox: 0.1974, s0.loss_mask: 0.1806, s1.loss_cls: 0.0554, s1.acc: 95.8697, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0954, s2.loss_cls: 0.0280, s2.acc: 95.7391, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0460, loss: 0.9024 2022-09-18 17:26:38,347 - mmdet - INFO - Epoch [32][1550/7330] lr: 1.000e-05, eta: 5:36:29, time: 0.570, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1220, s0.acc: 95.5281, s0.loss_bbox: 0.1989, s0.loss_mask: 0.1819, s1.loss_cls: 0.0581, s1.acc: 95.6448, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0958, s2.loss_cls: 0.0293, s2.acc: 95.4773, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0463, loss: 0.9087 2022-09-18 17:27:07,286 - mmdet - INFO - Epoch [32][1600/7330] lr: 1.000e-05, eta: 5:36:00, time: 0.579, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1248, s0.acc: 95.4871, s0.loss_bbox: 0.2057, s0.loss_mask: 0.1853, s1.loss_cls: 0.0593, s1.acc: 95.5968, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0979, s2.loss_cls: 0.0299, s2.acc: 95.3883, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0475, loss: 0.9315 2022-09-18 17:27:35,775 - mmdet - INFO - Epoch [32][1650/7330] lr: 1.000e-05, eta: 5:35:32, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1241, s0.acc: 95.4500, s0.loss_bbox: 0.2039, s0.loss_mask: 0.1911, s1.loss_cls: 0.0596, s1.acc: 95.5598, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1000, s2.loss_cls: 0.0295, s2.acc: 95.5222, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0483, loss: 0.9363 2022-09-18 17:28:03,593 - mmdet - INFO - Epoch [32][1700/7330] lr: 1.000e-05, eta: 5:35:03, time: 0.556, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1248, s0.acc: 95.3835, s0.loss_bbox: 0.2035, s0.loss_mask: 0.1842, s1.loss_cls: 0.0595, s1.acc: 95.4905, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0964, s2.loss_cls: 0.0303, s2.acc: 95.2851, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0464, loss: 0.9254 2022-09-18 17:28:31,768 - mmdet - INFO - Epoch [32][1750/7330] lr: 1.000e-05, eta: 5:34:34, time: 0.563, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1255, s0.acc: 95.3540, s0.loss_bbox: 0.2094, s0.loss_mask: 0.1883, s1.loss_cls: 0.0596, s1.acc: 95.4403, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0991, s2.loss_cls: 0.0301, s2.acc: 95.3576, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0477, loss: 0.9465 2022-09-18 17:28:59,992 - mmdet - INFO - Epoch [32][1800/7330] lr: 1.000e-05, eta: 5:34:05, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1251, s0.acc: 95.3975, s0.loss_bbox: 0.2077, s0.loss_mask: 0.1796, s1.loss_cls: 0.0592, s1.acc: 95.5387, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0944, s2.loss_cls: 0.0302, s2.acc: 95.3323, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0453, loss: 0.9242 2022-09-18 17:29:28,304 - mmdet - INFO - Epoch [32][1850/7330] lr: 1.000e-05, eta: 5:33:36, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1277, s0.acc: 95.3289, s0.loss_bbox: 0.2137, s0.loss_mask: 0.1893, s1.loss_cls: 0.0594, s1.acc: 95.6332, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0999, s2.loss_cls: 0.0304, s2.acc: 95.4292, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0481, loss: 0.9576 2022-09-18 17:29:56,929 - mmdet - INFO - Epoch [32][1900/7330] lr: 1.000e-05, eta: 5:33:07, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1252, s0.acc: 95.4536, s0.loss_bbox: 0.2033, s0.loss_mask: 0.1832, s1.loss_cls: 0.0597, s1.acc: 95.6053, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0964, s2.loss_cls: 0.0300, s2.acc: 95.4192, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0469, loss: 0.9277 2022-09-18 17:30:25,041 - mmdet - INFO - Epoch [32][1950/7330] lr: 1.000e-05, eta: 5:32:38, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1178, s0.acc: 95.6973, s0.loss_bbox: 0.2004, s0.loss_mask: 0.1827, s1.loss_cls: 0.0545, s1.acc: 95.9383, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0958, s2.loss_cls: 0.0276, s2.acc: 95.7248, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0460, loss: 0.9026 2022-09-18 17:30:53,421 - mmdet - INFO - Epoch [32][2000/7330] lr: 1.000e-05, eta: 5:32:10, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1224, s0.acc: 95.5325, s0.loss_bbox: 0.2013, s0.loss_mask: 0.1817, s1.loss_cls: 0.0574, s1.acc: 95.7123, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0959, s2.loss_cls: 0.0288, s2.acc: 95.5600, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0460, loss: 0.9131 2022-09-18 17:31:21,938 - mmdet - INFO - Epoch [32][2050/7330] lr: 1.000e-05, eta: 5:31:41, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1236, s0.acc: 95.5000, s0.loss_bbox: 0.2042, s0.loss_mask: 0.1854, s1.loss_cls: 0.0581, s1.acc: 95.7007, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0971, s2.loss_cls: 0.0291, s2.acc: 95.5300, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0466, loss: 0.9258 2022-09-18 17:31:49,770 - mmdet - INFO - Epoch [32][2100/7330] lr: 1.000e-05, eta: 5:31:12, time: 0.556, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1187, s0.acc: 95.5701, s0.loss_bbox: 0.1980, s0.loss_mask: 0.1850, s1.loss_cls: 0.0566, s1.acc: 95.7364, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0971, s2.loss_cls: 0.0288, s2.acc: 95.5566, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0473, loss: 0.9096 2022-09-18 17:32:17,728 - mmdet - INFO - Epoch [32][2150/7330] lr: 1.000e-05, eta: 5:30:43, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1261, s0.acc: 95.3750, s0.loss_bbox: 0.2049, s0.loss_mask: 0.1825, s1.loss_cls: 0.0585, s1.acc: 95.6962, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0954, s2.loss_cls: 0.0298, s2.acc: 95.4998, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0464, loss: 0.9270 2022-09-18 17:32:45,782 - mmdet - INFO - Epoch [32][2200/7330] lr: 1.000e-05, eta: 5:30:14, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1227, s0.acc: 95.4395, s0.loss_bbox: 0.2060, s0.loss_mask: 0.1804, s1.loss_cls: 0.0583, s1.acc: 95.6105, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0959, s2.loss_cls: 0.0301, s2.acc: 95.2982, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0466, loss: 0.9217 2022-09-18 17:33:14,195 - mmdet - INFO - Epoch [32][2250/7330] lr: 1.000e-05, eta: 5:29:45, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1225, s0.acc: 95.4819, s0.loss_bbox: 0.2100, s0.loss_mask: 0.1921, s1.loss_cls: 0.0584, s1.acc: 95.5612, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0998, s2.loss_cls: 0.0296, s2.acc: 95.3672, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0481, loss: 0.9455 2022-09-18 17:33:42,474 - mmdet - INFO - Epoch [32][2300/7330] lr: 1.000e-05, eta: 5:29:17, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1169, s0.acc: 95.6250, s0.loss_bbox: 0.1987, s0.loss_mask: 0.1845, s1.loss_cls: 0.0565, s1.acc: 95.7505, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0958, s2.loss_cls: 0.0287, s2.acc: 95.5287, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0465, loss: 0.9025 2022-09-18 17:34:10,852 - mmdet - INFO - Epoch [32][2350/7330] lr: 1.000e-05, eta: 5:28:48, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1303, s0.acc: 95.1982, s0.loss_bbox: 0.2125, s0.loss_mask: 0.1844, s1.loss_cls: 0.0626, s1.acc: 95.3651, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0970, s2.loss_cls: 0.0314, s2.acc: 95.1782, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0469, loss: 0.9540 2022-09-18 17:34:38,929 - mmdet - INFO - Epoch [32][2400/7330] lr: 1.000e-05, eta: 5:28:19, time: 0.562, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1213, s0.acc: 95.4473, s0.loss_bbox: 0.2022, s0.loss_mask: 0.1850, s1.loss_cls: 0.0574, s1.acc: 95.6323, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0977, s2.loss_cls: 0.0288, s2.acc: 95.4942, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0476, loss: 0.9191 2022-09-18 17:35:07,884 - mmdet - INFO - Epoch [32][2450/7330] lr: 1.000e-05, eta: 5:27:50, time: 0.579, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1256, s0.acc: 95.4304, s0.loss_bbox: 0.2039, s0.loss_mask: 0.1835, s1.loss_cls: 0.0583, s1.acc: 95.6831, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0961, s2.loss_cls: 0.0295, s2.acc: 95.4592, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0465, loss: 0.9247 2022-09-18 17:35:36,501 - mmdet - INFO - Epoch [32][2500/7330] lr: 1.000e-05, eta: 5:27:21, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1252, s0.acc: 95.4304, s0.loss_bbox: 0.2095, s0.loss_mask: 0.1847, s1.loss_cls: 0.0589, s1.acc: 95.5901, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0971, s2.loss_cls: 0.0303, s2.acc: 95.3617, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0468, loss: 0.9387 2022-09-18 17:36:04,729 - mmdet - INFO - Epoch [32][2550/7330] lr: 1.000e-05, eta: 5:26:53, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1192, s0.acc: 95.6411, s0.loss_bbox: 0.2008, s0.loss_mask: 0.1864, s1.loss_cls: 0.0565, s1.acc: 95.7658, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0978, s2.loss_cls: 0.0286, s2.acc: 95.5854, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0474, loss: 0.9135 2022-09-18 17:36:32,770 - mmdet - INFO - Epoch [32][2600/7330] lr: 1.000e-05, eta: 5:26:24, time: 0.561, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1239, s0.acc: 95.4531, s0.loss_bbox: 0.2019, s0.loss_mask: 0.1850, s1.loss_cls: 0.0588, s1.acc: 95.6366, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0968, s2.loss_cls: 0.0295, s2.acc: 95.5170, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0465, loss: 0.9208 2022-09-18 17:37:02,261 - mmdet - INFO - Epoch [32][2650/7330] lr: 1.000e-05, eta: 5:25:55, time: 0.590, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1275, s0.acc: 95.2703, s0.loss_bbox: 0.2108, s0.loss_mask: 0.1871, s1.loss_cls: 0.0608, s1.acc: 95.3976, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0980, s2.loss_cls: 0.0312, s2.acc: 95.1719, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0472, loss: 0.9496 2022-09-18 17:37:30,710 - mmdet - INFO - Epoch [32][2700/7330] lr: 1.000e-05, eta: 5:25:26, time: 0.568, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1223, s0.acc: 95.4890, s0.loss_bbox: 0.2053, s0.loss_mask: 0.1844, s1.loss_cls: 0.0597, s1.acc: 95.5314, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0969, s2.loss_cls: 0.0306, s2.acc: 95.2331, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0468, loss: 0.9294 2022-09-18 17:37:58,926 - mmdet - INFO - Epoch [32][2750/7330] lr: 1.000e-05, eta: 5:24:57, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1294, s0.acc: 95.2283, s0.loss_bbox: 0.2074, s0.loss_mask: 0.1886, s1.loss_cls: 0.0617, s1.acc: 95.3530, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0980, s2.loss_cls: 0.0307, s2.acc: 95.2231, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0474, loss: 0.9459 2022-09-18 17:38:27,501 - mmdet - INFO - Epoch [32][2800/7330] lr: 1.000e-05, eta: 5:24:29, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1233, s0.acc: 95.4980, s0.loss_bbox: 0.2041, s0.loss_mask: 0.1803, s1.loss_cls: 0.0583, s1.acc: 95.6579, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0945, s2.loss_cls: 0.0293, s2.acc: 95.5179, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0457, loss: 0.9171 2022-09-18 17:38:56,041 - mmdet - INFO - Epoch [32][2850/7330] lr: 1.000e-05, eta: 5:24:00, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1214, s0.acc: 95.4854, s0.loss_bbox: 0.2041, s0.loss_mask: 0.1849, s1.loss_cls: 0.0580, s1.acc: 95.5950, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0965, s2.loss_cls: 0.0299, s2.acc: 95.3065, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0463, loss: 0.9219 2022-09-18 17:39:24,590 - mmdet - INFO - Epoch [32][2900/7330] lr: 1.000e-05, eta: 5:23:31, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1294, s0.acc: 95.2625, s0.loss_bbox: 0.2156, s0.loss_mask: 0.1865, s1.loss_cls: 0.0614, s1.acc: 95.4369, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0977, s2.loss_cls: 0.0313, s2.acc: 95.2298, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0472, loss: 0.9571 2022-09-18 17:39:52,472 - mmdet - INFO - Epoch [32][2950/7330] lr: 1.000e-05, eta: 5:23:02, time: 0.558, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1209, s0.acc: 95.4990, s0.loss_bbox: 0.1974, s0.loss_mask: 0.1827, s1.loss_cls: 0.0575, s1.acc: 95.6550, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0957, s2.loss_cls: 0.0291, s2.acc: 95.4893, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0464, loss: 0.9093 2022-09-18 17:40:20,728 - mmdet - INFO - Epoch [32][3000/7330] lr: 1.000e-05, eta: 5:22:33, time: 0.565, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1338, s0.acc: 95.1646, s0.loss_bbox: 0.2116, s0.loss_mask: 0.1861, s1.loss_cls: 0.0639, s1.acc: 95.2967, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0970, s2.loss_cls: 0.0317, s2.acc: 95.2216, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0467, loss: 0.9557 2022-09-18 17:40:48,863 - mmdet - INFO - Epoch [32][3050/7330] lr: 1.000e-05, eta: 5:22:04, time: 0.563, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1269, s0.acc: 95.3162, s0.loss_bbox: 0.2058, s0.loss_mask: 0.1829, s1.loss_cls: 0.0601, s1.acc: 95.4353, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0955, s2.loss_cls: 0.0309, s2.acc: 95.2365, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0460, loss: 0.9353 2022-09-18 17:41:16,823 - mmdet - INFO - Epoch [32][3100/7330] lr: 1.000e-05, eta: 5:21:36, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1161, s0.acc: 95.7400, s0.loss_bbox: 0.1962, s0.loss_mask: 0.1826, s1.loss_cls: 0.0548, s1.acc: 95.8899, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0956, s2.loss_cls: 0.0275, s2.acc: 95.7788, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0460, loss: 0.8924 2022-09-18 17:41:45,102 - mmdet - INFO - Epoch [32][3150/7330] lr: 1.000e-05, eta: 5:21:07, time: 0.566, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1201, s0.acc: 95.5706, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1852, s1.loss_cls: 0.0562, s1.acc: 95.7921, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0975, s2.loss_cls: 0.0288, s2.acc: 95.6139, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0472, loss: 0.9157 2022-09-18 17:42:13,330 - mmdet - INFO - Epoch [32][3200/7330] lr: 1.000e-05, eta: 5:20:38, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1220, s0.acc: 95.5779, s0.loss_bbox: 0.1988, s0.loss_mask: 0.1831, s1.loss_cls: 0.0573, s1.acc: 95.7001, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0962, s2.loss_cls: 0.0288, s2.acc: 95.6443, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0465, loss: 0.9111 2022-09-18 17:42:42,841 - mmdet - INFO - Epoch [32][3250/7330] lr: 1.000e-05, eta: 5:20:09, time: 0.590, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1186, s0.acc: 95.5120, s0.loss_bbox: 0.2008, s0.loss_mask: 0.1824, s1.loss_cls: 0.0563, s1.acc: 95.6647, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0960, s2.loss_cls: 0.0287, s2.acc: 95.4938, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0464, loss: 0.9080 2022-09-18 17:43:11,316 - mmdet - INFO - Epoch [32][3300/7330] lr: 1.000e-05, eta: 5:19:40, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1261, s0.acc: 95.4004, s0.loss_bbox: 0.2079, s0.loss_mask: 0.1874, s1.loss_cls: 0.0597, s1.acc: 95.5844, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0967, s2.loss_cls: 0.0299, s2.acc: 95.4656, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0464, loss: 0.9372 2022-09-18 17:43:40,043 - mmdet - INFO - Epoch [32][3350/7330] lr: 1.000e-05, eta: 5:19:12, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1244, s0.acc: 95.5186, s0.loss_bbox: 0.2020, s0.loss_mask: 0.1807, s1.loss_cls: 0.0589, s1.acc: 95.6929, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0945, s2.loss_cls: 0.0297, s2.acc: 95.4854, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0462, loss: 0.9168 2022-09-18 17:44:08,737 - mmdet - INFO - Epoch [32][3400/7330] lr: 1.000e-05, eta: 5:18:43, time: 0.574, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1236, s0.acc: 95.4749, s0.loss_bbox: 0.2070, s0.loss_mask: 0.1829, s1.loss_cls: 0.0585, s1.acc: 95.6441, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0958, s2.loss_cls: 0.0298, s2.acc: 95.4085, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0462, loss: 0.9298 2022-09-18 17:44:36,960 - mmdet - INFO - Epoch [32][3450/7330] lr: 1.000e-05, eta: 5:18:14, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1306, s0.acc: 95.2097, s0.loss_bbox: 0.2088, s0.loss_mask: 0.1940, s1.loss_cls: 0.0622, s1.acc: 95.3771, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1016, s2.loss_cls: 0.0313, s2.acc: 95.2137, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0492, loss: 0.9667 2022-09-18 17:45:05,589 - mmdet - INFO - Epoch [32][3500/7330] lr: 1.000e-05, eta: 5:17:45, time: 0.573, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1213, s0.acc: 95.5327, s0.loss_bbox: 0.2018, s0.loss_mask: 0.1821, s1.loss_cls: 0.0574, s1.acc: 95.6559, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0954, s2.loss_cls: 0.0293, s2.acc: 95.4874, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0462, loss: 0.9128 2022-09-18 17:45:33,495 - mmdet - INFO - Epoch [32][3550/7330] lr: 1.000e-05, eta: 5:17:16, time: 0.557, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1238, s0.acc: 95.4795, s0.loss_bbox: 0.1981, s0.loss_mask: 0.1858, s1.loss_cls: 0.0584, s1.acc: 95.6203, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0974, s2.loss_cls: 0.0296, s2.acc: 95.4404, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0469, loss: 0.9192 2022-09-18 17:46:01,745 - mmdet - INFO - Epoch [32][3600/7330] lr: 1.000e-05, eta: 5:16:48, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1197, s0.acc: 95.5337, s0.loss_bbox: 0.2039, s0.loss_mask: 0.1851, s1.loss_cls: 0.0569, s1.acc: 95.6747, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0972, s2.loss_cls: 0.0287, s2.acc: 95.4658, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0474, loss: 0.9200 2022-09-18 17:46:29,672 - mmdet - INFO - Epoch [32][3650/7330] lr: 1.000e-05, eta: 5:16:19, time: 0.559, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1210, s0.acc: 95.5408, s0.loss_bbox: 0.1988, s0.loss_mask: 0.1815, s1.loss_cls: 0.0567, s1.acc: 95.7543, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0960, s2.loss_cls: 0.0287, s2.acc: 95.5546, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0466, loss: 0.9057 2022-09-18 17:46:57,949 - mmdet - INFO - Epoch [32][3700/7330] lr: 1.000e-05, eta: 5:15:50, time: 0.565, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1270, s0.acc: 95.3696, s0.loss_bbox: 0.2102, s0.loss_mask: 0.1826, s1.loss_cls: 0.0599, s1.acc: 95.5300, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0968, s2.loss_cls: 0.0302, s2.acc: 95.2857, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0467, loss: 0.9377 2022-09-18 17:47:26,109 - mmdet - INFO - Epoch [32][3750/7330] lr: 1.000e-05, eta: 5:15:21, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1276, s0.acc: 95.3154, s0.loss_bbox: 0.2091, s0.loss_mask: 0.1843, s1.loss_cls: 0.0599, s1.acc: 95.4977, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0973, s2.loss_cls: 0.0301, s2.acc: 95.3657, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0474, loss: 0.9398 2022-09-18 17:47:53,885 - mmdet - INFO - Epoch [32][3800/7330] lr: 1.000e-05, eta: 5:14:52, time: 0.555, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1184, s0.acc: 95.6194, s0.loss_bbox: 0.1968, s0.loss_mask: 0.1841, s1.loss_cls: 0.0558, s1.acc: 95.7696, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0970, s2.loss_cls: 0.0281, s2.acc: 95.6902, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0467, loss: 0.8999 2022-09-18 17:48:22,221 - mmdet - INFO - Epoch [32][3850/7330] lr: 1.000e-05, eta: 5:14:23, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1255, s0.acc: 95.3550, s0.loss_bbox: 0.2108, s0.loss_mask: 0.1894, s1.loss_cls: 0.0599, s1.acc: 95.4202, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0991, s2.loss_cls: 0.0302, s2.acc: 95.3053, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0475, loss: 0.9488 2022-09-18 17:48:50,621 - mmdet - INFO - Epoch [32][3900/7330] lr: 1.000e-05, eta: 5:13:55, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1181, s0.acc: 95.6663, s0.loss_bbox: 0.1973, s0.loss_mask: 0.1882, s1.loss_cls: 0.0557, s1.acc: 95.8112, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0982, s2.loss_cls: 0.0283, s2.acc: 95.6327, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0474, loss: 0.9092 2022-09-18 17:49:18,734 - mmdet - INFO - Epoch [32][3950/7330] lr: 1.000e-05, eta: 5:13:26, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1226, s0.acc: 95.5396, s0.loss_bbox: 0.1998, s0.loss_mask: 0.1803, s1.loss_cls: 0.0586, s1.acc: 95.5480, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0956, s2.loss_cls: 0.0300, s2.acc: 95.3369, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0460, loss: 0.9108 2022-09-18 17:49:46,725 - mmdet - INFO - Epoch [32][4000/7330] lr: 1.000e-05, eta: 5:12:57, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1246, s0.acc: 95.3835, s0.loss_bbox: 0.2074, s0.loss_mask: 0.1841, s1.loss_cls: 0.0593, s1.acc: 95.5497, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0969, s2.loss_cls: 0.0303, s2.acc: 95.3351, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0466, loss: 0.9344 2022-09-18 17:50:14,834 - mmdet - INFO - Epoch [32][4050/7330] lr: 1.000e-05, eta: 5:12:28, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1197, s0.acc: 95.5269, s0.loss_bbox: 0.1974, s0.loss_mask: 0.1811, s1.loss_cls: 0.0570, s1.acc: 95.6746, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0952, s2.loss_cls: 0.0284, s2.acc: 95.5589, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0460, loss: 0.9001 2022-09-18 17:50:43,688 - mmdet - INFO - Epoch [32][4100/7330] lr: 1.000e-05, eta: 5:11:59, time: 0.577, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1175, s0.acc: 95.6345, s0.loss_bbox: 0.1996, s0.loss_mask: 0.1897, s1.loss_cls: 0.0553, s1.acc: 95.8300, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0990, s2.loss_cls: 0.0279, s2.acc: 95.6675, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0480, loss: 0.9136 2022-09-18 17:51:11,962 - mmdet - INFO - Epoch [32][4150/7330] lr: 1.000e-05, eta: 5:11:30, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1215, s0.acc: 95.4797, s0.loss_bbox: 0.2004, s0.loss_mask: 0.1847, s1.loss_cls: 0.0575, s1.acc: 95.5836, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0970, s2.loss_cls: 0.0290, s2.acc: 95.4381, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0469, loss: 0.9134 2022-09-18 17:51:40,485 - mmdet - INFO - Epoch [32][4200/7330] lr: 1.000e-05, eta: 5:11:02, time: 0.570, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1273, s0.acc: 95.3486, s0.loss_bbox: 0.2101, s0.loss_mask: 0.1885, s1.loss_cls: 0.0594, s1.acc: 95.5599, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0985, s2.loss_cls: 0.0303, s2.acc: 95.3788, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0472, loss: 0.9472 2022-09-18 17:52:08,895 - mmdet - INFO - Epoch [32][4250/7330] lr: 1.000e-05, eta: 5:10:33, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1200, s0.acc: 95.5261, s0.loss_bbox: 0.2030, s0.loss_mask: 0.1882, s1.loss_cls: 0.0573, s1.acc: 95.6202, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0979, s2.loss_cls: 0.0292, s2.acc: 95.4779, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0472, loss: 0.9213 2022-09-18 17:52:37,427 - mmdet - INFO - Epoch [32][4300/7330] lr: 1.000e-05, eta: 5:10:04, time: 0.571, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1242, s0.acc: 95.3955, s0.loss_bbox: 0.2060, s0.loss_mask: 0.1834, s1.loss_cls: 0.0589, s1.acc: 95.4871, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0964, s2.loss_cls: 0.0295, s2.acc: 95.3878, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0464, loss: 0.9277 2022-09-18 17:53:06,041 - mmdet - INFO - Epoch [32][4350/7330] lr: 1.000e-05, eta: 5:09:35, time: 0.572, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1267, s0.acc: 95.3171, s0.loss_bbox: 0.2091, s0.loss_mask: 0.1832, s1.loss_cls: 0.0597, s1.acc: 95.5588, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0967, s2.loss_cls: 0.0299, s2.acc: 95.4544, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0465, loss: 0.9374 2022-09-18 17:53:34,294 - mmdet - INFO - Epoch [32][4400/7330] lr: 1.000e-05, eta: 5:09:06, time: 0.566, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1130, s0.acc: 95.8789, s0.loss_bbox: 0.1906, s0.loss_mask: 0.1819, s1.loss_cls: 0.0533, s1.acc: 96.0551, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0953, s2.loss_cls: 0.0270, s2.acc: 95.9259, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0459, loss: 0.8768 2022-09-18 17:54:02,678 - mmdet - INFO - Epoch [32][4450/7330] lr: 1.000e-05, eta: 5:08:38, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1216, s0.acc: 95.5859, s0.loss_bbox: 0.1995, s0.loss_mask: 0.1867, s1.loss_cls: 0.0574, s1.acc: 95.7357, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0984, s2.loss_cls: 0.0289, s2.acc: 95.5513, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0473, loss: 0.9190 2022-09-18 17:54:30,784 - mmdet - INFO - Epoch [32][4500/7330] lr: 1.000e-05, eta: 5:08:09, time: 0.562, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1233, s0.acc: 95.4495, s0.loss_bbox: 0.2071, s0.loss_mask: 0.1897, s1.loss_cls: 0.0592, s1.acc: 95.4772, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0991, s2.loss_cls: 0.0303, s2.acc: 95.3252, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0478, loss: 0.9382 2022-09-18 17:54:59,314 - mmdet - INFO - Epoch [32][4550/7330] lr: 1.000e-05, eta: 5:07:40, time: 0.570, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1231, s0.acc: 95.4709, s0.loss_bbox: 0.2040, s0.loss_mask: 0.1841, s1.loss_cls: 0.0581, s1.acc: 95.6800, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0966, s2.loss_cls: 0.0297, s2.acc: 95.4692, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0468, loss: 0.9203 2022-09-18 17:55:27,969 - mmdet - INFO - Epoch [32][4600/7330] lr: 1.000e-05, eta: 5:07:11, time: 0.573, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1209, s0.acc: 95.5554, s0.loss_bbox: 0.2045, s0.loss_mask: 0.1852, s1.loss_cls: 0.0565, s1.acc: 95.7680, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0971, s2.loss_cls: 0.0288, s2.acc: 95.5655, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0470, loss: 0.9226 2022-09-18 17:55:56,037 - mmdet - INFO - Epoch [32][4650/7330] lr: 1.000e-05, eta: 5:06:42, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1312, s0.acc: 95.2034, s0.loss_bbox: 0.2119, s0.loss_mask: 0.1868, s1.loss_cls: 0.0621, s1.acc: 95.4187, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0983, s2.loss_cls: 0.0315, s2.acc: 95.2135, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0473, loss: 0.9545 2022-09-18 17:56:24,178 - mmdet - INFO - Epoch [32][4700/7330] lr: 1.000e-05, eta: 5:06:14, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1178, s0.acc: 95.6621, s0.loss_bbox: 0.2041, s0.loss_mask: 0.1856, s1.loss_cls: 0.0558, s1.acc: 95.7816, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0979, s2.loss_cls: 0.0288, s2.acc: 95.5987, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0471, loss: 0.9170 2022-09-18 17:56:52,118 - mmdet - INFO - Epoch [32][4750/7330] lr: 1.000e-05, eta: 5:05:45, time: 0.559, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0156, s0.loss_cls: 0.1149, s0.acc: 95.8748, s0.loss_bbox: 0.1914, s0.loss_mask: 0.1792, s1.loss_cls: 0.0545, s1.acc: 95.9805, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0941, s2.loss_cls: 0.0277, s2.acc: 95.7504, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0454, loss: 0.8767 2022-09-18 17:57:20,634 - mmdet - INFO - Epoch [32][4800/7330] lr: 1.000e-05, eta: 5:05:16, time: 0.570, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1240, s0.acc: 95.4543, s0.loss_bbox: 0.1990, s0.loss_mask: 0.1819, s1.loss_cls: 0.0590, s1.acc: 95.6073, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0956, s2.loss_cls: 0.0301, s2.acc: 95.2955, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0462, loss: 0.9131 2022-09-18 17:57:49,173 - mmdet - INFO - Epoch [32][4850/7330] lr: 1.000e-05, eta: 5:04:47, time: 0.570, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1227, s0.acc: 95.4570, s0.loss_bbox: 0.1994, s0.loss_mask: 0.1828, s1.loss_cls: 0.0576, s1.acc: 95.6149, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0966, s2.loss_cls: 0.0293, s2.acc: 95.4512, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0468, loss: 0.9139 2022-09-18 17:58:17,393 - mmdet - INFO - Epoch [32][4900/7330] lr: 1.000e-05, eta: 5:04:18, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1254, s0.acc: 95.4392, s0.loss_bbox: 0.2134, s0.loss_mask: 0.1874, s1.loss_cls: 0.0590, s1.acc: 95.7012, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0979, s2.loss_cls: 0.0295, s2.acc: 95.5824, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0471, loss: 0.9464 2022-09-18 17:58:46,072 - mmdet - INFO - Epoch [32][4950/7330] lr: 1.000e-05, eta: 5:03:50, time: 0.574, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1183, s0.acc: 95.6106, s0.loss_bbox: 0.1995, s0.loss_mask: 0.1838, s1.loss_cls: 0.0556, s1.acc: 95.7557, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0958, s2.loss_cls: 0.0283, s2.acc: 95.6575, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0463, loss: 0.9039 2022-09-18 17:59:14,961 - mmdet - INFO - Epoch [32][5000/7330] lr: 1.000e-05, eta: 5:03:21, time: 0.577, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1200, s0.acc: 95.6003, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1812, s1.loss_cls: 0.0565, s1.acc: 95.7170, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0944, s2.loss_cls: 0.0286, s2.acc: 95.5168, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0458, loss: 0.8991 2022-09-18 17:59:43,127 - mmdet - INFO - Epoch [32][5050/7330] lr: 1.000e-05, eta: 5:02:52, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1273, s0.acc: 95.2800, s0.loss_bbox: 0.2077, s0.loss_mask: 0.1844, s1.loss_cls: 0.0607, s1.acc: 95.3723, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0966, s2.loss_cls: 0.0308, s2.acc: 95.1952, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0466, loss: 0.9372 2022-09-18 18:00:15,664 - mmdet - INFO - Epoch [32][5100/7330] lr: 1.000e-05, eta: 5:02:24, time: 0.650, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1269, s0.acc: 95.3784, s0.loss_bbox: 0.2086, s0.loss_mask: 0.1827, s1.loss_cls: 0.0599, s1.acc: 95.5443, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0953, s2.loss_cls: 0.0306, s2.acc: 95.2834, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0458, loss: 0.9341 2022-09-18 18:00:44,298 - mmdet - INFO - Epoch [32][5150/7330] lr: 1.000e-05, eta: 5:01:55, time: 0.573, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1167, s0.acc: 95.6311, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1827, s1.loss_cls: 0.0542, s1.acc: 95.9139, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0963, s2.loss_cls: 0.0284, s2.acc: 95.5744, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0463, loss: 0.9050 2022-09-18 18:01:12,903 - mmdet - INFO - Epoch [32][5200/7330] lr: 1.000e-05, eta: 5:01:26, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1140, s0.acc: 95.7964, s0.loss_bbox: 0.1923, s0.loss_mask: 0.1792, s1.loss_cls: 0.0537, s1.acc: 95.9843, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0949, s2.loss_cls: 0.0271, s2.acc: 95.8884, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0461, loss: 0.8784 2022-09-18 18:01:40,852 - mmdet - INFO - Epoch [32][5250/7330] lr: 1.000e-05, eta: 5:00:57, time: 0.559, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1222, s0.acc: 95.4363, s0.loss_bbox: 0.2044, s0.loss_mask: 0.1845, s1.loss_cls: 0.0582, s1.acc: 95.6596, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0966, s2.loss_cls: 0.0294, s2.acc: 95.5049, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0468, loss: 0.9268 2022-09-18 18:02:08,971 - mmdet - INFO - Epoch [32][5300/7330] lr: 1.000e-05, eta: 5:00:28, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1180, s0.acc: 95.5190, s0.loss_bbox: 0.2022, s0.loss_mask: 0.1841, s1.loss_cls: 0.0560, s1.acc: 95.6652, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0958, s2.loss_cls: 0.0282, s2.acc: 95.5455, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0464, loss: 0.9097 2022-09-18 18:02:36,852 - mmdet - INFO - Epoch [32][5350/7330] lr: 1.000e-05, eta: 5:00:00, time: 0.558, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1297, s0.acc: 95.2783, s0.loss_bbox: 0.2101, s0.loss_mask: 0.1890, s1.loss_cls: 0.0602, s1.acc: 95.5540, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0995, s2.loss_cls: 0.0307, s2.acc: 95.3178, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0480, loss: 0.9565 2022-09-18 18:03:05,150 - mmdet - INFO - Epoch [32][5400/7330] lr: 1.000e-05, eta: 4:59:31, time: 0.565, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1251, s0.acc: 95.3899, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1851, s1.loss_cls: 0.0594, s1.acc: 95.5919, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0964, s2.loss_cls: 0.0303, s2.acc: 95.3704, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0460, loss: 0.9218 2022-09-18 18:03:33,179 - mmdet - INFO - Epoch [32][5450/7330] lr: 1.000e-05, eta: 4:59:02, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1195, s0.acc: 95.5066, s0.loss_bbox: 0.1993, s0.loss_mask: 0.1806, s1.loss_cls: 0.0569, s1.acc: 95.6532, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0946, s2.loss_cls: 0.0289, s2.acc: 95.5173, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0455, loss: 0.9006 2022-09-18 18:04:01,791 - mmdet - INFO - Epoch [32][5500/7330] lr: 1.000e-05, eta: 4:58:33, time: 0.572, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1214, s0.acc: 95.5593, s0.loss_bbox: 0.1974, s0.loss_mask: 0.1822, s1.loss_cls: 0.0571, s1.acc: 95.6721, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0959, s2.loss_cls: 0.0291, s2.acc: 95.4945, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0467, loss: 0.9050 2022-09-18 18:04:30,830 - mmdet - INFO - Epoch [32][5550/7330] lr: 1.000e-05, eta: 4:58:04, time: 0.581, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1301, s0.acc: 95.2812, s0.loss_bbox: 0.2119, s0.loss_mask: 0.1848, s1.loss_cls: 0.0609, s1.acc: 95.5159, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0970, s2.loss_cls: 0.0311, s2.acc: 95.2492, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0465, loss: 0.9491 2022-09-18 18:04:58,844 - mmdet - INFO - Epoch [32][5600/7330] lr: 1.000e-05, eta: 4:57:36, time: 0.560, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1262, s0.acc: 95.3799, s0.loss_bbox: 0.2058, s0.loss_mask: 0.1880, s1.loss_cls: 0.0594, s1.acc: 95.5495, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0982, s2.loss_cls: 0.0300, s2.acc: 95.3501, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0474, loss: 0.9364 2022-09-18 18:05:28,064 - mmdet - INFO - Epoch [32][5650/7330] lr: 1.000e-05, eta: 4:57:07, time: 0.585, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1258, s0.acc: 95.3733, s0.loss_bbox: 0.2062, s0.loss_mask: 0.1880, s1.loss_cls: 0.0594, s1.acc: 95.5699, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0987, s2.loss_cls: 0.0298, s2.acc: 95.4814, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0474, loss: 0.9361 2022-09-18 18:05:56,380 - mmdet - INFO - Epoch [32][5700/7330] lr: 1.000e-05, eta: 4:56:38, time: 0.566, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1226, s0.acc: 95.3845, s0.loss_bbox: 0.2005, s0.loss_mask: 0.1823, s1.loss_cls: 0.0590, s1.acc: 95.5089, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0961, s2.loss_cls: 0.0294, s2.acc: 95.4217, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0463, loss: 0.9157 2022-09-18 18:06:24,663 - mmdet - INFO - Epoch [32][5750/7330] lr: 1.000e-05, eta: 4:56:09, time: 0.565, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1233, s0.acc: 95.4958, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1806, s1.loss_cls: 0.0579, s1.acc: 95.6391, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0948, s2.loss_cls: 0.0291, s2.acc: 95.5243, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0457, loss: 0.9100 2022-09-18 18:06:53,304 - mmdet - INFO - Epoch [32][5800/7330] lr: 1.000e-05, eta: 4:55:41, time: 0.573, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1233, s0.acc: 95.4949, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1769, s1.loss_cls: 0.0586, s1.acc: 95.6569, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0941, s2.loss_cls: 0.0298, s2.acc: 95.4406, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0454, loss: 0.9023 2022-09-18 18:07:21,553 - mmdet - INFO - Epoch [32][5850/7330] lr: 1.000e-05, eta: 4:55:12, time: 0.564, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1187, s0.acc: 95.5964, s0.loss_bbox: 0.2004, s0.loss_mask: 0.1903, s1.loss_cls: 0.0559, s1.acc: 95.8161, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1004, s2.loss_cls: 0.0284, s2.acc: 95.6576, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0484, loss: 0.9197 2022-09-18 18:07:50,127 - mmdet - INFO - Epoch [32][5900/7330] lr: 1.000e-05, eta: 4:54:43, time: 0.572, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1270, s0.acc: 95.3098, s0.loss_bbox: 0.2108, s0.loss_mask: 0.1859, s1.loss_cls: 0.0597, s1.acc: 95.5422, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0971, s2.loss_cls: 0.0299, s2.acc: 95.3824, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0469, loss: 0.9465 2022-09-18 18:08:18,482 - mmdet - INFO - Epoch [32][5950/7330] lr: 1.000e-05, eta: 4:54:14, time: 0.567, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1233, s0.acc: 95.3809, s0.loss_bbox: 0.2020, s0.loss_mask: 0.1847, s1.loss_cls: 0.0589, s1.acc: 95.5584, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0965, s2.loss_cls: 0.0295, s2.acc: 95.4220, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0466, loss: 0.9189 2022-09-18 18:08:47,216 - mmdet - INFO - Epoch [32][6000/7330] lr: 1.000e-05, eta: 4:53:45, time: 0.575, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1226, s0.acc: 95.5320, s0.loss_bbox: 0.2007, s0.loss_mask: 0.1848, s1.loss_cls: 0.0579, s1.acc: 95.7681, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0972, s2.loss_cls: 0.0293, s2.acc: 95.5989, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0473, loss: 0.9201 2022-09-18 18:09:15,261 - mmdet - INFO - Epoch [32][6050/7330] lr: 1.000e-05, eta: 4:53:16, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1145, s0.acc: 95.7634, s0.loss_bbox: 0.1973, s0.loss_mask: 0.1817, s1.loss_cls: 0.0545, s1.acc: 95.9025, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0956, s2.loss_cls: 0.0273, s2.acc: 95.7641, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0462, loss: 0.8916 2022-09-18 18:09:43,243 - mmdet - INFO - Epoch [32][6100/7330] lr: 1.000e-05, eta: 4:52:48, time: 0.561, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1139, s0.acc: 95.7327, s0.loss_bbox: 0.1942, s0.loss_mask: 0.1840, s1.loss_cls: 0.0535, s1.acc: 95.9053, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0968, s2.loss_cls: 0.0273, s2.acc: 95.7876, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0467, loss: 0.8893 2022-09-18 18:10:11,985 - mmdet - INFO - Epoch [32][6150/7330] lr: 1.000e-05, eta: 4:52:19, time: 0.575, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1272, s0.acc: 95.2185, s0.loss_bbox: 0.2081, s0.loss_mask: 0.1903, s1.loss_cls: 0.0613, s1.acc: 95.3305, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0997, s2.loss_cls: 0.0309, s2.acc: 95.1478, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0479, loss: 0.9505 2022-09-18 18:10:41,477 - mmdet - INFO - Epoch [32][6200/7330] lr: 1.000e-05, eta: 4:51:50, time: 0.590, data_time: 0.013, memory: 12703, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1289, s0.acc: 95.2017, s0.loss_bbox: 0.2067, s0.loss_mask: 0.1898, s1.loss_cls: 0.0610, s1.acc: 95.4171, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0993, s2.loss_cls: 0.0311, s2.acc: 95.2095, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0477, loss: 0.9473 2022-09-18 18:11:09,689 - mmdet - INFO - Epoch [32][6250/7330] lr: 1.000e-05, eta: 4:51:21, time: 0.564, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1198, s0.acc: 95.4285, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1807, s1.loss_cls: 0.0570, s1.acc: 95.5947, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0957, s2.loss_cls: 0.0291, s2.acc: 95.3462, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0466, loss: 0.9128 2022-09-18 18:11:37,809 - mmdet - INFO - Epoch [32][6300/7330] lr: 1.000e-05, eta: 4:50:53, time: 0.562, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1250, s0.acc: 95.4128, s0.loss_bbox: 0.2059, s0.loss_mask: 0.1876, s1.loss_cls: 0.0582, s1.acc: 95.6328, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0982, s2.loss_cls: 0.0297, s2.acc: 95.4705, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0475, loss: 0.9317 2022-09-18 18:12:05,504 - mmdet - INFO - Epoch [32][6350/7330] lr: 1.000e-05, eta: 4:50:24, time: 0.553, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1197, s0.acc: 95.6140, s0.loss_bbox: 0.1967, s0.loss_mask: 0.1797, s1.loss_cls: 0.0571, s1.acc: 95.7550, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0948, s2.loss_cls: 0.0290, s2.acc: 95.5904, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0461, loss: 0.8990 2022-09-18 18:12:33,881 - mmdet - INFO - Epoch [32][6400/7330] lr: 1.000e-05, eta: 4:49:55, time: 0.568, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1274, s0.acc: 95.3591, s0.loss_bbox: 0.2085, s0.loss_mask: 0.1886, s1.loss_cls: 0.0597, s1.acc: 95.5956, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0988, s2.loss_cls: 0.0311, s2.acc: 95.2730, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0475, loss: 0.9456 2022-09-18 18:13:02,672 - mmdet - INFO - Epoch [32][6450/7330] lr: 1.000e-05, eta: 4:49:26, time: 0.576, data_time: 0.011, memory: 12703, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1188, s0.acc: 95.5723, s0.loss_bbox: 0.1993, s0.loss_mask: 0.1800, s1.loss_cls: 0.0563, s1.acc: 95.7433, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0946, s2.loss_cls: 0.0285, s2.acc: 95.6310, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0458, loss: 0.8985 2022-09-18 18:13:30,860 - mmdet - INFO - Epoch [32][6500/7330] lr: 1.000e-05, eta: 4:48:57, time: 0.564, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1226, s0.acc: 95.5457, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1817, s1.loss_cls: 0.0585, s1.acc: 95.6970, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0962, s2.loss_cls: 0.0297, s2.acc: 95.4755, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0463, loss: 0.9166 2022-09-18 18:13:59,309 - mmdet - INFO - Epoch [32][6550/7330] lr: 1.000e-05, eta: 4:48:29, time: 0.569, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1174, s0.acc: 95.6782, s0.loss_bbox: 0.1947, s0.loss_mask: 0.1808, s1.loss_cls: 0.0555, s1.acc: 95.8361, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0954, s2.loss_cls: 0.0279, s2.acc: 95.7283, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0465, loss: 0.8914 2022-09-18 18:14:27,703 - mmdet - INFO - Epoch [32][6600/7330] lr: 1.000e-05, eta: 4:48:00, time: 0.568, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1207, s0.acc: 95.5806, s0.loss_bbox: 0.2027, s0.loss_mask: 0.1826, s1.loss_cls: 0.0570, s1.acc: 95.7367, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0953, s2.loss_cls: 0.0292, s2.acc: 95.5911, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0458, loss: 0.9111 2022-09-18 18:14:56,303 - mmdet - INFO - Epoch [32][6650/7330] lr: 1.000e-05, eta: 4:47:31, time: 0.572, data_time: 0.006, memory: 12703, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1231, s0.acc: 95.4470, s0.loss_bbox: 0.2057, s0.loss_mask: 0.1884, s1.loss_cls: 0.0585, s1.acc: 95.6450, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0979, s2.loss_cls: 0.0297, s2.acc: 95.4483, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0470, loss: 0.9308 2022-09-18 18:15:24,408 - mmdet - INFO - Epoch [32][6700/7330] lr: 1.000e-05, eta: 4:47:02, time: 0.562, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1255, s0.acc: 95.4185, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1815, s1.loss_cls: 0.0590, s1.acc: 95.6612, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0958, s2.loss_cls: 0.0298, s2.acc: 95.5068, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0465, loss: 0.9192 2022-09-18 18:15:52,611 - mmdet - INFO - Epoch [32][6750/7330] lr: 1.000e-05, eta: 4:46:33, time: 0.563, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1234, s0.acc: 95.5149, s0.loss_bbox: 0.2000, s0.loss_mask: 0.1856, s1.loss_cls: 0.0603, s1.acc: 95.5227, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0967, s2.loss_cls: 0.0301, s2.acc: 95.4171, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0467, loss: 0.9196 2022-09-18 18:16:20,581 - mmdet - INFO - Epoch [32][6800/7330] lr: 1.000e-05, eta: 4:46:04, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1200, s0.acc: 95.6104, s0.loss_bbox: 0.2044, s0.loss_mask: 0.1827, s1.loss_cls: 0.0565, s1.acc: 95.7020, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0961, s2.loss_cls: 0.0290, s2.acc: 95.4766, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0462, loss: 0.9169 2022-09-18 18:16:48,460 - mmdet - INFO - Epoch [32][6850/7330] lr: 1.000e-05, eta: 4:45:36, time: 0.558, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1247, s0.acc: 95.3870, s0.loss_bbox: 0.2078, s0.loss_mask: 0.1874, s1.loss_cls: 0.0593, s1.acc: 95.4990, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0986, s2.loss_cls: 0.0303, s2.acc: 95.3308, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0475, loss: 0.9424 2022-09-18 18:17:16,523 - mmdet - INFO - Epoch [32][6900/7330] lr: 1.000e-05, eta: 4:45:07, time: 0.561, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1245, s0.acc: 95.4592, s0.loss_bbox: 0.2037, s0.loss_mask: 0.1860, s1.loss_cls: 0.0583, s1.acc: 95.6810, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0981, s2.loss_cls: 0.0292, s2.acc: 95.5753, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0473, loss: 0.9293 2022-09-18 18:17:44,502 - mmdet - INFO - Epoch [32][6950/7330] lr: 1.000e-05, eta: 4:44:38, time: 0.560, data_time: 0.008, memory: 12703, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1253, s0.acc: 95.3750, s0.loss_bbox: 0.2101, s0.loss_mask: 0.1917, s1.loss_cls: 0.0586, s1.acc: 95.5859, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1000, s2.loss_cls: 0.0300, s2.acc: 95.3758, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0481, loss: 0.9479 2022-09-18 18:18:13,393 - mmdet - INFO - Epoch [32][7000/7330] lr: 1.000e-05, eta: 4:44:09, time: 0.578, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1338, s0.acc: 95.1484, s0.loss_bbox: 0.2141, s0.loss_mask: 0.1887, s1.loss_cls: 0.0639, s1.acc: 95.3058, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0990, s2.loss_cls: 0.0321, s2.acc: 95.2219, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0478, loss: 0.9679 2022-09-18 18:18:41,009 - mmdet - INFO - Epoch [32][7050/7330] lr: 1.000e-05, eta: 4:43:40, time: 0.552, data_time: 0.007, memory: 12703, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1212, s0.acc: 95.5183, s0.loss_bbox: 0.2074, s0.loss_mask: 0.1891, s1.loss_cls: 0.0584, s1.acc: 95.5651, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0991, s2.loss_cls: 0.0295, s2.acc: 95.3499, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0478, loss: 0.9356 2022-09-18 18:19:09,569 - mmdet - INFO - Epoch [32][7100/7330] lr: 1.000e-05, eta: 4:43:11, time: 0.571, data_time: 0.009, memory: 12703, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1243, s0.acc: 95.4307, s0.loss_bbox: 0.2044, s0.loss_mask: 0.1830, s1.loss_cls: 0.0591, s1.acc: 95.6019, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0953, s2.loss_cls: 0.0300, s2.acc: 95.3608, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0461, loss: 0.9221 2022-09-18 18:19:37,645 - mmdet - INFO - Epoch [32][7150/7330] lr: 1.000e-05, eta: 4:42:43, time: 0.561, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1249, s0.acc: 95.4092, s0.loss_bbox: 0.2105, s0.loss_mask: 0.1854, s1.loss_cls: 0.0585, s1.acc: 95.6243, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0973, s2.loss_cls: 0.0299, s2.acc: 95.3732, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0467, loss: 0.9401 2022-09-18 18:20:05,569 - mmdet - INFO - Epoch [32][7200/7330] lr: 1.000e-05, eta: 4:42:14, time: 0.559, data_time: 0.010, memory: 12703, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1281, s0.acc: 95.2314, s0.loss_bbox: 0.2068, s0.loss_mask: 0.1901, s1.loss_cls: 0.0606, s1.acc: 95.4255, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1000, s2.loss_cls: 0.0312, s2.acc: 95.2424, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0479, loss: 0.9499 2022-09-18 18:20:33,946 - mmdet - INFO - Epoch [32][7250/7330] lr: 1.000e-05, eta: 4:41:45, time: 0.567, data_time: 0.012, memory: 12703, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1267, s0.acc: 95.3123, s0.loss_bbox: 0.2155, s0.loss_mask: 0.1888, s1.loss_cls: 0.0602, s1.acc: 95.4612, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0993, s2.loss_cls: 0.0312, s2.acc: 95.2132, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0481, loss: 0.9605 2022-09-18 18:21:02,556 - mmdet - INFO - Epoch [32][7300/7330] lr: 1.000e-05, eta: 4:41:16, time: 0.569, data_time: 0.007, memory: 12705, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1239, s0.acc: 95.4709, s0.loss_bbox: 0.1995, s0.loss_mask: 0.1816, s1.loss_cls: 0.0594, s1.acc: 95.5463, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0953, s2.loss_cls: 0.0301, s2.acc: 95.3612, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0462, loss: 0.9146 2022-09-18 18:21:29,075 - mmdet - INFO - Saving checkpoint at 32 epochs 2022-09-18 18:23:26,457 - mmdet - INFO - Evaluating bbox... 2022-09-18 18:23:51,861 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.519 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.705 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.562 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.359 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.550 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.671 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 ] = 0.472 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.668 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.787 2022-09-18 18:23:51,862 - mmdet - INFO - Evaluating segm... 2022-09-18 18:24:17,521 - 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 ] = 0.678 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.482 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 ] = 0.477 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.633 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 ] = 0.385 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 ] = 0.715 2022-09-18 18:24:17,934 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 18:24:17,934 - mmdet - INFO - Epoch(val) [32][313] bbox_mAP: 0.5190, bbox_mAP_50: 0.7050, bbox_mAP_75: 0.5620, bbox_mAP_s: 0.3590, bbox_mAP_m: 0.5500, bbox_mAP_l: 0.6710, bbox_mAP_copypaste: 0.519 0.705 0.562 0.359 0.550 0.671, segm_mAP: 0.4470, segm_mAP_50: 0.6780, segm_mAP_75: 0.4820, segm_mAP_s: 0.2570, segm_mAP_m: 0.4770, segm_mAP_l: 0.6330, segm_mAP_copypaste: 0.447 0.678 0.482 0.257 0.477 0.633 2022-09-18 18:26:37,935 - mmdet - INFO - Epoch [33][50/7330] lr: 1.000e-05, eta: 4:40:42, time: 2.800, data_time: 2.214, memory: 12705, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1200, s0.acc: 95.4307, s0.loss_bbox: 0.2080, s0.loss_mask: 0.1837, s1.loss_cls: 0.0567, s1.acc: 95.6377, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0969, s2.loss_cls: 0.0295, s2.acc: 95.3392, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0466, loss: 0.9292 2022-09-18 18:27:07,174 - mmdet - INFO - Epoch [33][100/7330] lr: 1.000e-05, eta: 4:40:13, time: 0.584, data_time: 0.011, memory: 12705, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1211, s0.acc: 95.6006, s0.loss_bbox: 0.2013, s0.loss_mask: 0.1798, s1.loss_cls: 0.0576, s1.acc: 95.7452, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0950, s2.loss_cls: 0.0293, s2.acc: 95.5895, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0460, loss: 0.9080 2022-09-18 18:27:35,617 - mmdet - INFO - Epoch [33][150/7330] lr: 1.000e-05, eta: 4:39:44, time: 0.569, data_time: 0.009, memory: 12705, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1215, s0.acc: 95.5959, s0.loss_bbox: 0.1987, s0.loss_mask: 0.1811, s1.loss_cls: 0.0580, s1.acc: 95.7336, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0950, s2.loss_cls: 0.0293, s2.acc: 95.5627, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0457, loss: 0.9080 2022-09-18 18:28:03,546 - mmdet - INFO - Epoch [33][200/7330] lr: 1.000e-05, eta: 4:39:16, time: 0.559, data_time: 0.008, memory: 12705, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1167, s0.acc: 95.6570, s0.loss_bbox: 0.1983, s0.loss_mask: 0.1803, s1.loss_cls: 0.0553, s1.acc: 95.8445, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0947, s2.loss_cls: 0.0283, s2.acc: 95.6574, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0456, loss: 0.8960 2022-09-18 18:28:32,267 - mmdet - INFO - Epoch [33][250/7330] lr: 1.000e-05, eta: 4:38:47, time: 0.574, data_time: 0.009, memory: 12705, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1250, s0.acc: 95.3391, s0.loss_bbox: 0.2055, s0.loss_mask: 0.1834, s1.loss_cls: 0.0586, s1.acc: 95.5341, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0964, s2.loss_cls: 0.0299, s2.acc: 95.3468, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0466, loss: 0.9265 2022-09-18 18:29:00,497 - mmdet - INFO - Epoch [33][300/7330] lr: 1.000e-05, eta: 4:38:18, time: 0.565, data_time: 0.012, memory: 12705, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1214, s0.acc: 95.4521, s0.loss_bbox: 0.2017, s0.loss_mask: 0.1830, s1.loss_cls: 0.0579, s1.acc: 95.6107, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0965, s2.loss_cls: 0.0295, s2.acc: 95.4256, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0466, loss: 0.9137 2022-09-18 18:29:28,854 - mmdet - INFO - Epoch [33][350/7330] lr: 1.000e-05, eta: 4:37:49, time: 0.567, data_time: 0.009, memory: 12705, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1262, s0.acc: 95.2529, s0.loss_bbox: 0.2160, s0.loss_mask: 0.1908, s1.loss_cls: 0.0604, s1.acc: 95.3047, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0993, s2.loss_cls: 0.0305, s2.acc: 95.1315, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0476, loss: 0.9604 2022-09-18 18:29:57,289 - mmdet - INFO - Epoch [33][400/7330] lr: 1.000e-05, eta: 4:37:20, time: 0.569, data_time: 0.010, memory: 12705, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1246, s0.acc: 95.3596, s0.loss_bbox: 0.2090, s0.loss_mask: 0.1830, s1.loss_cls: 0.0577, s1.acc: 95.6057, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0963, s2.loss_cls: 0.0294, s2.acc: 95.4103, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0464, loss: 0.9305 2022-09-18 18:30:26,290 - mmdet - INFO - Epoch [33][450/7330] lr: 1.000e-05, eta: 4:36:52, time: 0.575, data_time: 0.008, memory: 12705, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1201, s0.acc: 95.6260, s0.loss_bbox: 0.1993, s0.loss_mask: 0.1797, s1.loss_cls: 0.0559, s1.acc: 95.8827, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0953, s2.loss_cls: 0.0284, s2.acc: 95.7020, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0458, loss: 0.9032 2022-09-18 18:30:54,629 - mmdet - INFO - Epoch [33][500/7330] lr: 1.000e-05, eta: 4:36:23, time: 0.572, data_time: 0.014, memory: 12705, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1228, s0.acc: 95.4868, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1818, s1.loss_cls: 0.0576, s1.acc: 95.7052, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0961, s2.loss_cls: 0.0293, s2.acc: 95.4923, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0466, loss: 0.9166 2022-09-18 18:31:23,476 - mmdet - INFO - Epoch [33][550/7330] lr: 1.000e-05, eta: 4:35:54, time: 0.577, data_time: 0.008, memory: 12705, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1242, s0.acc: 95.3970, s0.loss_bbox: 0.2043, s0.loss_mask: 0.1852, s1.loss_cls: 0.0582, s1.acc: 95.5935, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0966, s2.loss_cls: 0.0296, s2.acc: 95.4036, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0464, loss: 0.9259 2022-09-18 18:31:52,160 - mmdet - INFO - Epoch [33][600/7330] lr: 1.000e-05, eta: 4:35:25, time: 0.574, data_time: 0.007, memory: 12705, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1210, s0.acc: 95.5786, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1810, s1.loss_cls: 0.0564, s1.acc: 95.8268, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0955, s2.loss_cls: 0.0281, s2.acc: 95.7128, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0462, loss: 0.9116 2022-09-18 18:32:20,914 - mmdet - INFO - Epoch [33][650/7330] lr: 1.000e-05, eta: 4:34:56, time: 0.575, data_time: 0.009, memory: 12705, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1180, s0.acc: 95.6460, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1842, s1.loss_cls: 0.0555, s1.acc: 95.8398, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0970, s2.loss_cls: 0.0280, s2.acc: 95.7148, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0466, loss: 0.9021 2022-09-18 18:32:49,057 - mmdet - INFO - Epoch [33][700/7330] lr: 1.000e-05, eta: 4:34:28, time: 0.563, data_time: 0.008, memory: 12705, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1204, s0.acc: 95.6382, s0.loss_bbox: 0.1937, s0.loss_mask: 0.1794, s1.loss_cls: 0.0564, s1.acc: 95.8123, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0950, s2.loss_cls: 0.0281, s2.acc: 95.7512, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0460, loss: 0.8934 2022-09-18 18:33:17,017 - mmdet - INFO - Epoch [33][750/7330] lr: 1.000e-05, eta: 4:33:59, time: 0.559, data_time: 0.010, memory: 12705, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1253, s0.acc: 95.3660, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1847, s1.loss_cls: 0.0587, s1.acc: 95.6213, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0974, s2.loss_cls: 0.0299, s2.acc: 95.3967, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0472, loss: 0.9248 2022-09-18 19:18:21,873 - mmdet - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.0 (default, Oct 9 2018, 10:31:47) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB CUDA_HOME: /mnt/petrelfs/share/cuda-11.1 NVCC: Build cuda_11.1.TC455_06.29069683_0 GCC: gcc (GCC) 5.4.0 PyTorch: 1.9.0+cu111 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.1 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 - CuDNN 8.0.5 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, TorchVision: 0.10.0+cu111 OpenCV: 4.6.0 MMCV: 1.4.2 MMCV Compiler: GCC 7.3 MMCV CUDA Compiler: 11.1 MMDetection: 2.22.0+abdbbac ------------------------------------------------------------ 2022-09-18 19:18:24,782 - mmdet - INFO - Distributed training: True 2022-09-18 19:18:28,021 - mmdet - INFO - Config: model = dict( type='CascadeRCNN', backbone=dict( type='ViTAdapter', patch_size=16, embed_dim=768, depth=12, num_heads=12, mlp_ratio=4, drop_path_rate=0.3, conv_inplane=64, n_points=4, deform_num_heads=12, cffn_ratio=0.25, deform_ratio=0.5, 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_base_patch16_224-b5f2ef4d.pth'), neck=dict( type='FPN', in_channels=[768, 768, 768, 768], 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=1, workers_per_gpu=2, 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_base_patch16_224-b5f2ef4d.pth' fp16 = dict(loss_scale=dict(init_scale=512)) work_dir = 'work_dirs/cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco/' auto_resume = True gpu_ids = range(0, 16) 2022-09-18 19:18:35,741 - mmdet - INFO - Set random seed to 707998173, deterministic: False 2022-09-18 19:18:39,130 - 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.9.gamma2, blocks.6.gamma1, blocks.4.gamma1, blocks.3.gamma2, blocks.7.gamma1, blocks.11.gamma1, blocks.0.gamma1, blocks.4.gamma2, blocks.1.gamma1, blocks.5.gamma1, blocks.7.gamma2, blocks.6.gamma2, blocks.9.gamma1, blocks.5.gamma2, blocks.11.gamma2, blocks.8.gamma1, blocks.10.gamma2, blocks.10.gamma1, blocks.1.gamma2, blocks.0.gamma2, blocks.8.gamma2, blocks.3.gamma1, blocks.2.gamma1, blocks.2.gamma2 2022-09-18 19:19:05,093 - mmdet - INFO - initialize FPN with init_cfg {'type': 'Xavier', 'layer': 'Conv2d', 'distribution': 'uniform'} 2022-09-18 19:19:05,862 - mmdet - INFO - initialize RPNHead with init_cfg {'type': 'Normal', 'layer': 'Conv2d', 'std': 0.01} 2022-09-18 19:19:05,958 - 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'}]}] 2022-09-18 19:19:07,503 - 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'}]}] 2022-09-18 19:19:09,003 - 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, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.level_embed - torch.Size([3, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.patch_embed.proj.weight - torch.Size([768, 3, 16, 16]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.patch_embed.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.mlp.fc2.bias - torch.Size([768]): 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([768, 64, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc2.weight - torch.Size([768, 128, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc3.weight - torch.Size([768, 256, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc3.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc4.weight - torch.Size([768, 256, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc4.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.gamma - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.sampling_offsets.weight - torch.Size([288, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.sampling_offsets.bias - torch.Size([288]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.attention_weights.weight - torch.Size([144, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.attention_weights.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.sampling_offsets.weight - torch.Size([96, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.sampling_offsets.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.attention_weights.weight - torch.Size([48, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.attention_weights.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.fc1.weight - torch.Size([192, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.fc1.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.dwconv.dwconv.weight - torch.Size([192, 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([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.fc2.weight - torch.Size([768, 192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.gamma - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.sampling_offsets.weight - torch.Size([288, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.sampling_offsets.bias - torch.Size([288]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.attention_weights.weight - torch.Size([144, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.attention_weights.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.sampling_offsets.weight - torch.Size([96, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.sampling_offsets.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.attention_weights.weight - torch.Size([48, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.attention_weights.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.fc1.weight - torch.Size([192, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.fc1.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.dwconv.dwconv.weight - torch.Size([192, 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([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.fc2.weight - torch.Size([768, 192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.gamma - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.sampling_offsets.weight - torch.Size([288, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.sampling_offsets.bias - torch.Size([288]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.attention_weights.weight - torch.Size([144, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.attention_weights.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.sampling_offsets.weight - torch.Size([96, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.sampling_offsets.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.attention_weights.weight - torch.Size([48, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.attention_weights.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.fc1.weight - torch.Size([192, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.fc1.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.dwconv.dwconv.weight - torch.Size([192, 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([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.fc2.weight - torch.Size([768, 192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.gamma - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.sampling_offsets.weight - torch.Size([288, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.sampling_offsets.bias - torch.Size([288]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.attention_weights.weight - torch.Size([144, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.attention_weights.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.sampling_offsets.weight - torch.Size([96, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.sampling_offsets.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.attention_weights.weight - torch.Size([48, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.attention_weights.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.fc1.weight - torch.Size([192, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.fc1.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.dwconv.dwconv.weight - torch.Size([192, 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([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.fc2.weight - torch.Size([768, 192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.feat_norm.bias - torch.Size([768]): 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([96, 768]): 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([96]): 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([48, 768]): 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([48]): 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, 768]): 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([768, 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([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn.fc1.weight - torch.Size([192, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn.fc1.bias - torch.Size([192]): 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([192, 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([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn.fc2.weight - torch.Size([768, 192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.feat_norm.bias - torch.Size([768]): 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([96, 768]): 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([96]): 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([48, 768]): 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([48]): 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, 768]): 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([768, 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([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn.fc1.weight - torch.Size([192, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn.fc1.bias - torch.Size([192]): 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([192, 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([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn.fc2.weight - torch.Size([768, 192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.up.weight - torch.Size([768, 768, 2, 2]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.up.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm3.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm3.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm4.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm4.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN neck.lateral_convs.0.conv.weight - torch.Size([256, 768, 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, 768, 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, 768, 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, 768, 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 2022-09-18 19:19:30,362 - mmdet - INFO - load checkpoint from local path: work_dirs/cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco/latest.pth 2022-09-18 19:19:35,275 - mmdet - INFO - resumed epoch 32, iter 234560 2022-09-18 19:19:35,277 - mmdet - INFO - Start running, host: chenzhe1@SH-IDC1-10-140-24-38, work_dir: /mnt/petrelfs/chenzhe1/workspace/ViT-Adapter/detection/work_dirs/cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco 2022-09-18 19:19:35,277 - 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 -------------------- 2022-09-18 19:19:35,277 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs 2022-09-18 19:19:35,280 - mmdet - INFO - Checkpoints will be saved to /mnt/petrelfs/chenzhe1/workspace/ViT-Adapter/detection/work_dirs/cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco by HardDiskBackend. 2022-09-18 19:21:06,611 - mmdet - INFO - Epoch [33][50/7330] lr: 1.000e-05, eta: 14:50:56, time: 1.826, data_time: 0.890, memory: 12707, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1196, s0.acc: 95.5630, s0.loss_bbox: 0.2046, s0.loss_mask: 0.1885, s1.loss_cls: 0.0560, s1.acc: 95.7333, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0981, s2.loss_cls: 0.0284, s2.acc: 95.5711, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0474, loss: 0.9222 2022-09-18 19:21:50,147 - mmdet - INFO - Epoch [33][100/7330] lr: 1.000e-05, eta: 10:56:42, time: 0.871, data_time: 0.010, memory: 12707, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1259, s0.acc: 95.4263, s0.loss_bbox: 0.2065, s0.loss_mask: 0.1833, s1.loss_cls: 0.0586, s1.acc: 95.5678, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0955, s2.loss_cls: 0.0294, s2.acc: 95.4326, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0458, loss: 0.9243 2022-09-18 19:22:30,333 - mmdet - INFO - Epoch [33][150/7330] lr: 1.000e-05, eta: 9:27:18, time: 0.804, data_time: 0.008, memory: 12709, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1205, s0.acc: 95.5466, s0.loss_bbox: 0.2038, s0.loss_mask: 0.1913, s1.loss_cls: 0.0580, s1.acc: 95.7277, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0996, s2.loss_cls: 0.0293, s2.acc: 95.5917, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0481, loss: 0.9316 2022-09-18 19:23:10,416 - mmdet - INFO - Epoch [33][200/7330] lr: 1.000e-05, eta: 8:42:01, time: 0.802, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1205, s0.acc: 95.5686, s0.loss_bbox: 0.2035, s0.loss_mask: 0.1799, s1.loss_cls: 0.0579, s1.acc: 95.6395, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0954, s2.loss_cls: 0.0294, s2.acc: 95.4347, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0456, loss: 0.9107 2022-09-18 19:23:50,106 - mmdet - INFO - Epoch [33][250/7330] lr: 1.000e-05, eta: 8:13:49, time: 0.794, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1162, s0.acc: 95.6887, s0.loss_bbox: 0.1949, s0.loss_mask: 0.1822, s1.loss_cls: 0.0550, s1.acc: 95.9013, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0960, s2.loss_cls: 0.0281, s2.acc: 95.7210, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0464, loss: 0.8928 2022-09-18 19:24:29,608 - mmdet - INFO - Epoch [33][300/7330] lr: 1.000e-05, eta: 7:54:29, time: 0.790, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1173, s0.acc: 95.6104, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1828, s1.loss_cls: 0.0553, s1.acc: 95.7963, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0958, s2.loss_cls: 0.0282, s2.acc: 95.6662, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0461, loss: 0.9026 2022-09-18 19:25:09,289 - mmdet - INFO - Epoch [33][350/7330] lr: 1.000e-05, eta: 7:40:44, time: 0.794, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1231, s0.acc: 95.4497, s0.loss_bbox: 0.2087, s0.loss_mask: 0.1864, s1.loss_cls: 0.0582, s1.acc: 95.6390, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0975, s2.loss_cls: 0.0291, s2.acc: 95.5373, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0469, loss: 0.9334 2022-09-18 19:25:48,853 - mmdet - INFO - Epoch [33][400/7330] lr: 1.000e-05, eta: 7:30:07, time: 0.791, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1207, s0.acc: 95.4893, s0.loss_bbox: 0.2053, s0.loss_mask: 0.1847, s1.loss_cls: 0.0568, s1.acc: 95.7276, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0976, s2.loss_cls: 0.0288, s2.acc: 95.5656, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0472, loss: 0.9232 2022-09-18 19:26:28,687 - mmdet - INFO - Epoch [33][450/7330] lr: 1.000e-05, eta: 7:22:01, time: 0.797, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1182, s0.acc: 95.5774, s0.loss_bbox: 0.2035, s0.loss_mask: 0.1828, s1.loss_cls: 0.0555, s1.acc: 95.7834, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0955, s2.loss_cls: 0.0283, s2.acc: 95.6076, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0462, loss: 0.9085 2022-09-18 19:27:07,930 - mmdet - INFO - Epoch [33][500/7330] lr: 1.000e-05, eta: 7:14:49, time: 0.785, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1186, s0.acc: 95.5947, s0.loss_bbox: 0.1967, s0.loss_mask: 0.1806, s1.loss_cls: 0.0560, s1.acc: 95.7381, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0951, s2.loss_cls: 0.0283, s2.acc: 95.5606, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0457, loss: 0.8956 2022-09-18 19:27:46,943 - mmdet - INFO - Epoch [33][550/7330] lr: 1.000e-05, eta: 7:08:37, time: 0.780, data_time: 0.010, memory: 12719, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1116, s0.acc: 95.8037, s0.loss_bbox: 0.1933, s0.loss_mask: 0.1778, s1.loss_cls: 0.0526, s1.acc: 96.0147, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0945, s2.loss_cls: 0.0266, s2.acc: 95.9592, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0458, loss: 0.8747 2022-09-18 19:28:26,029 - mmdet - INFO - Epoch [33][600/7330] lr: 1.000e-05, eta: 7:03:24, time: 0.782, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1160, s0.acc: 95.6667, s0.loss_bbox: 0.1970, s0.loss_mask: 0.1822, s1.loss_cls: 0.0547, s1.acc: 95.7850, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0961, s2.loss_cls: 0.0280, s2.acc: 95.6789, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0463, loss: 0.8961 2022-09-18 19:29:05,297 - mmdet - INFO - Epoch [33][650/7330] lr: 1.000e-05, eta: 6:59:01, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1189, s0.acc: 95.5757, s0.loss_bbox: 0.2019, s0.loss_mask: 0.1828, s1.loss_cls: 0.0560, s1.acc: 95.6539, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0972, s2.loss_cls: 0.0288, s2.acc: 95.4536, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0470, loss: 0.9112 2022-09-18 19:29:44,756 - mmdet - INFO - Epoch [33][700/7330] lr: 1.000e-05, eta: 6:55:17, time: 0.789, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1238, s0.acc: 95.4797, s0.loss_bbox: 0.2075, s0.loss_mask: 0.1857, s1.loss_cls: 0.0576, s1.acc: 95.7349, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0971, s2.loss_cls: 0.0292, s2.acc: 95.5216, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0471, loss: 0.9298 2022-09-18 19:30:24,290 - mmdet - INFO - Epoch [33][750/7330] lr: 1.000e-05, eta: 6:52:02, time: 0.791, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1233, s0.acc: 95.5425, s0.loss_bbox: 0.1994, s0.loss_mask: 0.1794, s1.loss_cls: 0.0585, s1.acc: 95.6285, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0944, s2.loss_cls: 0.0294, s2.acc: 95.5229, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0455, loss: 0.9075 2022-09-18 19:31:03,893 - mmdet - INFO - Epoch [33][800/7330] lr: 1.000e-05, eta: 6:49:08, time: 0.792, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1178, s0.acc: 95.6401, s0.loss_bbox: 0.1986, s0.loss_mask: 0.1814, s1.loss_cls: 0.0559, s1.acc: 95.8349, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0957, s2.loss_cls: 0.0289, s2.acc: 95.6110, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0463, loss: 0.9027 2022-09-18 19:31:43,023 - mmdet - INFO - Epoch [33][850/7330] lr: 1.000e-05, eta: 6:46:14, time: 0.783, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1199, s0.acc: 95.5537, s0.loss_bbox: 0.2019, s0.loss_mask: 0.1818, s1.loss_cls: 0.0560, s1.acc: 95.8266, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0960, s2.loss_cls: 0.0287, s2.acc: 95.6455, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0463, loss: 0.9133 2022-09-18 19:32:23,029 - mmdet - INFO - Epoch [33][900/7330] lr: 1.000e-05, eta: 6:44:02, time: 0.800, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1286, s0.acc: 95.2717, s0.loss_bbox: 0.2079, s0.loss_mask: 0.1853, s1.loss_cls: 0.0607, s1.acc: 95.4608, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0971, s2.loss_cls: 0.0308, s2.acc: 95.2551, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0467, loss: 0.9413 2022-09-18 19:33:01,912 - mmdet - INFO - Epoch [33][950/7330] lr: 1.000e-05, eta: 6:41:27, time: 0.778, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1217, s0.acc: 95.5239, s0.loss_bbox: 0.2044, s0.loss_mask: 0.1859, s1.loss_cls: 0.0580, s1.acc: 95.6296, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0970, s2.loss_cls: 0.0288, s2.acc: 95.6193, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0467, loss: 0.9223 2022-09-18 19:33:41,214 - mmdet - INFO - Epoch [33][1000/7330] lr: 1.000e-05, eta: 6:39:16, time: 0.786, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1209, s0.acc: 95.5132, s0.loss_bbox: 0.2001, s0.loss_mask: 0.1815, s1.loss_cls: 0.0565, s1.acc: 95.7396, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0957, s2.loss_cls: 0.0285, s2.acc: 95.5912, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0464, loss: 0.9076 2022-09-18 19:34:20,601 - mmdet - INFO - Epoch [33][1050/7330] lr: 1.000e-05, eta: 6:37:15, time: 0.788, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1187, s0.acc: 95.5740, s0.loss_bbox: 0.2002, s0.loss_mask: 0.1820, s1.loss_cls: 0.0562, s1.acc: 95.8066, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0952, s2.loss_cls: 0.0288, s2.acc: 95.6344, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0459, loss: 0.9036 2022-09-18 19:35:00,391 - mmdet - INFO - Epoch [33][1100/7330] lr: 1.000e-05, eta: 6:35:32, time: 0.796, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1290, s0.acc: 95.1746, s0.loss_bbox: 0.2144, s0.loss_mask: 0.1923, s1.loss_cls: 0.0612, s1.acc: 95.3759, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1004, s2.loss_cls: 0.0310, s2.acc: 95.1795, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0481, loss: 0.9648 2022-09-18 19:35:39,429 - mmdet - INFO - Epoch [33][1150/7330] lr: 1.000e-05, eta: 6:33:36, time: 0.781, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1212, s0.acc: 95.5840, s0.loss_bbox: 0.2003, s0.loss_mask: 0.1813, s1.loss_cls: 0.0560, s1.acc: 95.8434, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0955, s2.loss_cls: 0.0288, s2.acc: 95.5552, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0460, loss: 0.9067 2022-09-18 19:36:18,471 - mmdet - INFO - Epoch [33][1200/7330] lr: 1.000e-05, eta: 6:31:47, time: 0.781, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1180, s0.acc: 95.6501, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1804, s1.loss_cls: 0.0554, s1.acc: 95.8294, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0952, s2.loss_cls: 0.0282, s2.acc: 95.6181, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0463, loss: 0.8989 2022-09-18 19:36:57,748 - mmdet - INFO - Epoch [33][1250/7330] lr: 1.000e-05, eta: 6:30:09, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1233, s0.acc: 95.4570, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1815, s1.loss_cls: 0.0584, s1.acc: 95.6761, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0958, s2.loss_cls: 0.0291, s2.acc: 95.6258, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0461, loss: 0.9123 2022-09-18 19:37:36,872 - mmdet - INFO - Epoch [33][1300/7330] lr: 1.000e-05, eta: 6:28:31, time: 0.782, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1215, s0.acc: 95.5933, s0.loss_bbox: 0.1997, s0.loss_mask: 0.1813, s1.loss_cls: 0.0574, s1.acc: 95.7682, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0950, s2.loss_cls: 0.0290, s2.acc: 95.6045, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0458, loss: 0.9086 2022-09-18 19:38:16,445 - mmdet - INFO - Epoch [33][1350/7330] lr: 1.000e-05, eta: 6:27:08, time: 0.791, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1242, s0.acc: 95.4236, s0.loss_bbox: 0.2062, s0.loss_mask: 0.1881, s1.loss_cls: 0.0589, s1.acc: 95.5523, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0987, s2.loss_cls: 0.0302, s2.acc: 95.3129, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0473, loss: 0.9351 2022-09-18 19:38:55,870 - mmdet - INFO - Epoch [33][1400/7330] lr: 1.000e-05, eta: 6:25:44, time: 0.789, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1196, s0.acc: 95.5728, s0.loss_bbox: 0.2005, s0.loss_mask: 0.1793, s1.loss_cls: 0.0564, s1.acc: 95.7486, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0948, s2.loss_cls: 0.0290, s2.acc: 95.5755, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0459, loss: 0.9047 2022-09-18 19:39:35,374 - mmdet - INFO - Epoch [33][1450/7330] lr: 1.000e-05, eta: 6:24:26, time: 0.790, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1261, s0.acc: 95.3643, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1826, s1.loss_cls: 0.0593, s1.acc: 95.4233, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0961, s2.loss_cls: 0.0304, s2.acc: 95.2686, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0464, loss: 0.9254 2022-09-18 19:40:15,012 - mmdet - INFO - Epoch [33][1500/7330] lr: 1.000e-05, eta: 6:23:12, time: 0.793, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1111, s0.acc: 95.8594, s0.loss_bbox: 0.1880, s0.loss_mask: 0.1748, s1.loss_cls: 0.0522, s1.acc: 96.0455, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0922, s2.loss_cls: 0.0267, s2.acc: 95.8277, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0447, loss: 0.8565 2022-09-18 19:40:54,481 - mmdet - INFO - Epoch [33][1550/7330] lr: 1.000e-05, eta: 6:21:57, time: 0.789, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1231, s0.acc: 95.4646, s0.loss_bbox: 0.2059, s0.loss_mask: 0.1850, s1.loss_cls: 0.0580, s1.acc: 95.7073, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0966, s2.loss_cls: 0.0291, s2.acc: 95.5814, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0464, loss: 0.9263 2022-09-18 19:41:33,751 - mmdet - INFO - Epoch [33][1600/7330] lr: 1.000e-05, eta: 6:20:42, time: 0.785, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1272, s0.acc: 95.4407, s0.loss_bbox: 0.2061, s0.loss_mask: 0.1862, s1.loss_cls: 0.0595, s1.acc: 95.6326, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0978, s2.loss_cls: 0.0302, s2.acc: 95.2860, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0470, loss: 0.9361 2022-09-18 19:42:12,894 - mmdet - INFO - Epoch [33][1650/7330] lr: 1.000e-05, eta: 6:19:26, time: 0.783, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1146, s0.acc: 95.7927, s0.loss_bbox: 0.1964, s0.loss_mask: 0.1812, s1.loss_cls: 0.0539, s1.acc: 96.0212, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0963, s2.loss_cls: 0.0277, s2.acc: 95.7560, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0467, loss: 0.8925 2022-09-18 19:42:52,292 - mmdet - INFO - Epoch [33][1700/7330] lr: 1.000e-05, eta: 6:18:16, time: 0.788, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1254, s0.acc: 95.4089, s0.loss_bbox: 0.2083, s0.loss_mask: 0.1898, s1.loss_cls: 0.0597, s1.acc: 95.5341, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1000, s2.loss_cls: 0.0306, s2.acc: 95.3071, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0485, loss: 0.9470 2022-09-18 19:43:31,367 - mmdet - INFO - Epoch [33][1750/7330] lr: 1.000e-05, eta: 6:17:04, time: 0.782, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1213, s0.acc: 95.5110, s0.loss_bbox: 0.2079, s0.loss_mask: 0.1828, s1.loss_cls: 0.0581, s1.acc: 95.6577, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0959, s2.loss_cls: 0.0299, s2.acc: 95.3778, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0464, loss: 0.9259 2022-09-18 19:44:10,753 - mmdet - INFO - Epoch [33][1800/7330] lr: 1.000e-05, eta: 6:15:57, time: 0.788, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1195, s0.acc: 95.5657, s0.loss_bbox: 0.2024, s0.loss_mask: 0.1850, s1.loss_cls: 0.0565, s1.acc: 95.7234, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0973, s2.loss_cls: 0.0291, s2.acc: 95.5064, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0468, loss: 0.9148 2022-09-18 19:44:50,463 - mmdet - INFO - Epoch [33][1850/7330] lr: 1.000e-05, eta: 6:14:57, time: 0.794, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1312, s0.acc: 95.2605, s0.loss_bbox: 0.2105, s0.loss_mask: 0.1888, s1.loss_cls: 0.0618, s1.acc: 95.4464, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0992, s2.loss_cls: 0.0309, s2.acc: 95.2850, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0476, loss: 0.9566 2022-09-18 19:45:30,048 - mmdet - INFO - Epoch [33][1900/7330] lr: 1.000e-05, eta: 6:13:57, time: 0.792, data_time: 0.011, memory: 12725, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1296, s0.acc: 95.2593, s0.loss_bbox: 0.2108, s0.loss_mask: 0.1877, s1.loss_cls: 0.0618, s1.acc: 95.4049, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0987, s2.loss_cls: 0.0312, s2.acc: 95.1948, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0476, loss: 0.9556 2022-09-18 19:46:09,858 - mmdet - INFO - Epoch [33][1950/7330] lr: 1.000e-05, eta: 6:13:00, time: 0.796, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1296, s0.acc: 95.2449, s0.loss_bbox: 0.2148, s0.loss_mask: 0.1908, s1.loss_cls: 0.0608, s1.acc: 95.5131, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1005, s2.loss_cls: 0.0309, s2.acc: 95.2369, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0487, loss: 0.9670 2022-09-18 19:46:49,134 - mmdet - INFO - Epoch [33][2000/7330] lr: 1.000e-05, eta: 6:11:58, time: 0.786, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1220, s0.acc: 95.5068, s0.loss_bbox: 0.2028, s0.loss_mask: 0.1822, s1.loss_cls: 0.0581, s1.acc: 95.6696, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0959, s2.loss_cls: 0.0299, s2.acc: 95.3539, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0463, loss: 0.9182 2022-09-18 19:47:28,343 - mmdet - INFO - Epoch [33][2050/7330] lr: 1.000e-05, eta: 6:10:55, time: 0.784, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1223, s0.acc: 95.4443, s0.loss_bbox: 0.2067, s0.loss_mask: 0.1824, s1.loss_cls: 0.0579, s1.acc: 95.6207, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0963, s2.loss_cls: 0.0292, s2.acc: 95.4354, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0467, loss: 0.9227 2022-09-18 19:48:07,518 - mmdet - INFO - Epoch [33][2100/7330] lr: 1.000e-05, eta: 6:09:53, time: 0.784, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1238, s0.acc: 95.4590, s0.loss_bbox: 0.2079, s0.loss_mask: 0.1837, s1.loss_cls: 0.0583, s1.acc: 95.7257, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0967, s2.loss_cls: 0.0290, s2.acc: 95.6036, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0466, loss: 0.9307 2022-09-18 19:48:46,820 - mmdet - INFO - Epoch [33][2150/7330] lr: 1.000e-05, eta: 6:08:54, time: 0.786, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1192, s0.acc: 95.5808, s0.loss_bbox: 0.1986, s0.loss_mask: 0.1831, s1.loss_cls: 0.0568, s1.acc: 95.7048, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0970, s2.loss_cls: 0.0288, s2.acc: 95.6095, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0470, loss: 0.9070 2022-09-18 19:49:26,261 - mmdet - INFO - Epoch [33][2200/7330] lr: 1.000e-05, eta: 6:07:57, time: 0.789, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1214, s0.acc: 95.5708, s0.loss_bbox: 0.1955, s0.loss_mask: 0.1774, s1.loss_cls: 0.0570, s1.acc: 95.7784, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0930, s2.loss_cls: 0.0283, s2.acc: 95.6967, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0450, loss: 0.8914 2022-09-18 19:50:05,493 - mmdet - INFO - Epoch [33][2250/7330] lr: 1.000e-05, eta: 6:06:59, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1167, s0.acc: 95.7815, s0.loss_bbox: 0.1946, s0.loss_mask: 0.1808, s1.loss_cls: 0.0543, s1.acc: 96.0476, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0951, s2.loss_cls: 0.0273, s2.acc: 95.9312, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0459, loss: 0.8897 2022-09-18 19:50:45,081 - mmdet - INFO - Epoch [33][2300/7330] lr: 1.000e-05, eta: 6:06:05, time: 0.792, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1262, s0.acc: 95.3140, s0.loss_bbox: 0.2103, s0.loss_mask: 0.1846, s1.loss_cls: 0.0594, s1.acc: 95.5097, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0967, s2.loss_cls: 0.0300, s2.acc: 95.3685, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0466, loss: 0.9369 2022-09-18 19:51:24,386 - mmdet - INFO - Epoch [33][2350/7330] lr: 1.000e-05, eta: 6:05:09, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1218, s0.acc: 95.5071, s0.loss_bbox: 0.1995, s0.loss_mask: 0.1831, s1.loss_cls: 0.0592, s1.acc: 95.5949, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0959, s2.loss_cls: 0.0299, s2.acc: 95.4592, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0465, loss: 0.9147 2022-09-18 19:52:03,812 - mmdet - INFO - Epoch [33][2400/7330] lr: 1.000e-05, eta: 6:04:15, time: 0.788, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1223, s0.acc: 95.5234, s0.loss_bbox: 0.2059, s0.loss_mask: 0.1819, s1.loss_cls: 0.0577, s1.acc: 95.6586, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0953, s2.loss_cls: 0.0289, s2.acc: 95.5730, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0459, loss: 0.9211 2022-09-18 19:52:43,275 - mmdet - INFO - Epoch [33][2450/7330] lr: 1.000e-05, eta: 6:03:22, time: 0.789, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1244, s0.acc: 95.4094, s0.loss_bbox: 0.2070, s0.loss_mask: 0.1860, s1.loss_cls: 0.0588, s1.acc: 95.5448, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0975, s2.loss_cls: 0.0300, s2.acc: 95.2712, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0468, loss: 0.9325 2022-09-18 19:53:22,405 - mmdet - INFO - Epoch [33][2500/7330] lr: 1.000e-05, eta: 6:02:26, time: 0.783, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1217, s0.acc: 95.5459, s0.loss_bbox: 0.2039, s0.loss_mask: 0.1807, s1.loss_cls: 0.0575, s1.acc: 95.7191, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0951, s2.loss_cls: 0.0292, s2.acc: 95.5508, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0456, loss: 0.9141 2022-09-18 19:54:01,812 - mmdet - INFO - Epoch [33][2550/7330] lr: 1.000e-05, eta: 6:01:34, time: 0.788, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1254, s0.acc: 95.3909, s0.loss_bbox: 0.2069, s0.loss_mask: 0.1839, s1.loss_cls: 0.0591, s1.acc: 95.5851, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0967, s2.loss_cls: 0.0300, s2.acc: 95.3424, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0466, loss: 0.9313 2022-09-18 19:54:41,078 - mmdet - INFO - Epoch [33][2600/7330] lr: 1.000e-05, eta: 6:00:40, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1245, s0.acc: 95.3718, s0.loss_bbox: 0.2074, s0.loss_mask: 0.1884, s1.loss_cls: 0.0592, s1.acc: 95.4941, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0994, s2.loss_cls: 0.0306, s2.acc: 95.2302, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0476, loss: 0.9423 2022-09-18 19:55:20,485 - mmdet - INFO - Epoch [33][2650/7330] lr: 1.000e-05, eta: 5:59:49, time: 0.788, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1221, s0.acc: 95.4829, s0.loss_bbox: 0.2082, s0.loss_mask: 0.1821, s1.loss_cls: 0.0577, s1.acc: 95.6264, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0963, s2.loss_cls: 0.0292, s2.acc: 95.5112, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0462, loss: 0.9276 2022-09-18 19:55:59,859 - mmdet - INFO - Epoch [33][2700/7330] lr: 1.000e-05, eta: 5:58:57, time: 0.787, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1180, s0.acc: 95.6335, s0.loss_bbox: 0.1974, s0.loss_mask: 0.1816, s1.loss_cls: 0.0559, s1.acc: 95.7593, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0964, s2.loss_cls: 0.0282, s2.acc: 95.6304, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0467, loss: 0.8986 2022-09-18 19:56:39,522 - mmdet - INFO - Epoch [33][2750/7330] lr: 1.000e-05, eta: 5:58:09, time: 0.793, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1240, s0.acc: 95.3943, s0.loss_bbox: 0.2026, s0.loss_mask: 0.1850, s1.loss_cls: 0.0586, s1.acc: 95.5859, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0972, s2.loss_cls: 0.0296, s2.acc: 95.3865, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0472, loss: 0.9275 2022-09-18 19:57:18,359 - mmdet - INFO - Epoch [33][2800/7330] lr: 1.000e-05, eta: 5:57:14, time: 0.777, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1183, s0.acc: 95.6724, s0.loss_bbox: 0.1951, s0.loss_mask: 0.1762, s1.loss_cls: 0.0552, s1.acc: 95.8760, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0932, s2.loss_cls: 0.0284, s2.acc: 95.6661, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0451, loss: 0.8837 2022-09-18 19:57:57,881 - mmdet - INFO - Epoch [33][2850/7330] lr: 1.000e-05, eta: 5:56:25, time: 0.790, data_time: 0.013, memory: 12725, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1173, s0.acc: 95.7305, s0.loss_bbox: 0.1937, s0.loss_mask: 0.1756, s1.loss_cls: 0.0547, s1.acc: 95.8968, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0928, s2.loss_cls: 0.0276, s2.acc: 95.7752, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0448, loss: 0.8795 2022-09-18 19:58:37,613 - mmdet - INFO - Epoch [33][2900/7330] lr: 1.000e-05, eta: 5:55:39, time: 0.795, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1247, s0.acc: 95.3977, s0.loss_bbox: 0.2141, s0.loss_mask: 0.1842, s1.loss_cls: 0.0587, s1.acc: 95.5402, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0961, s2.loss_cls: 0.0301, s2.acc: 95.3421, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0463, loss: 0.9442 2022-09-18 19:59:17,352 - mmdet - INFO - Epoch [33][2950/7330] lr: 1.000e-05, eta: 5:54:52, time: 0.795, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1207, s0.acc: 95.5439, s0.loss_bbox: 0.2033, s0.loss_mask: 0.1853, s1.loss_cls: 0.0574, s1.acc: 95.7379, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0970, s2.loss_cls: 0.0290, s2.acc: 95.6055, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0466, loss: 0.9172 2022-09-18 19:59:56,898 - mmdet - INFO - Epoch [33][3000/7330] lr: 1.000e-05, eta: 5:54:05, time: 0.791, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1283, s0.acc: 95.2607, s0.loss_bbox: 0.2084, s0.loss_mask: 0.1860, s1.loss_cls: 0.0608, s1.acc: 95.4395, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0975, s2.loss_cls: 0.0311, s2.acc: 95.2635, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0471, loss: 0.9440 2022-09-18 20:00:36,816 - mmdet - INFO - Epoch [33][3050/7330] lr: 1.000e-05, eta: 5:53:21, time: 0.798, data_time: 0.011, memory: 12725, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1302, s0.acc: 95.2400, s0.loss_bbox: 0.2135, s0.loss_mask: 0.1856, s1.loss_cls: 0.0614, s1.acc: 95.3989, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0965, s2.loss_cls: 0.0303, s2.acc: 95.3433, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0463, loss: 0.9490 2022-09-18 20:01:16,142 - mmdet - INFO - Epoch [33][3100/7330] lr: 1.000e-05, eta: 5:52:32, time: 0.786, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1204, s0.acc: 95.5703, s0.loss_bbox: 0.2013, s0.loss_mask: 0.1852, s1.loss_cls: 0.0570, s1.acc: 95.7058, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0972, s2.loss_cls: 0.0288, s2.acc: 95.5637, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0470, loss: 0.9132 2022-09-18 20:01:55,342 - mmdet - INFO - Epoch [33][3150/7330] lr: 1.000e-05, eta: 5:51:42, time: 0.784, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1196, s0.acc: 95.5762, s0.loss_bbox: 0.1931, s0.loss_mask: 0.1817, s1.loss_cls: 0.0568, s1.acc: 95.7337, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0953, s2.loss_cls: 0.0289, s2.acc: 95.5392, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0457, loss: 0.8920 2022-09-18 20:02:34,834 - mmdet - INFO - Epoch [33][3200/7330] lr: 1.000e-05, eta: 5:50:55, time: 0.790, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1278, s0.acc: 95.2407, s0.loss_bbox: 0.2108, s0.loss_mask: 0.1857, s1.loss_cls: 0.0600, s1.acc: 95.4367, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0969, s2.loss_cls: 0.0304, s2.acc: 95.2347, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0465, loss: 0.9440 2022-09-18 20:03:14,204 - mmdet - INFO - Epoch [33][3250/7330] lr: 1.000e-05, eta: 5:50:07, time: 0.787, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1216, s0.acc: 95.4905, s0.loss_bbox: 0.2050, s0.loss_mask: 0.1827, s1.loss_cls: 0.0575, s1.acc: 95.6381, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0958, s2.loss_cls: 0.0295, s2.acc: 95.4353, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0462, loss: 0.9189 2022-09-18 20:03:53,427 - mmdet - INFO - Epoch [33][3300/7330] lr: 1.000e-05, eta: 5:49:18, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1219, s0.acc: 95.5137, s0.loss_bbox: 0.1993, s0.loss_mask: 0.1839, s1.loss_cls: 0.0566, s1.acc: 95.7594, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0972, s2.loss_cls: 0.0289, s2.acc: 95.5618, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0470, loss: 0.9137 2022-09-18 20:04:32,455 - mmdet - INFO - Epoch [33][3350/7330] lr: 1.000e-05, eta: 5:48:28, time: 0.780, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1211, s0.acc: 95.5496, s0.loss_bbox: 0.2005, s0.loss_mask: 0.1843, s1.loss_cls: 0.0574, s1.acc: 95.7369, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0975, s2.loss_cls: 0.0291, s2.acc: 95.5235, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0471, loss: 0.9134 2022-09-18 20:05:11,901 - mmdet - INFO - Epoch [33][3400/7330] lr: 1.000e-05, eta: 5:47:42, time: 0.789, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1222, s0.acc: 95.5056, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1831, s1.loss_cls: 0.0575, s1.acc: 95.6953, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0967, s2.loss_cls: 0.0291, s2.acc: 95.5069, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0463, loss: 0.9153 2022-09-18 20:05:51,091 - mmdet - INFO - Epoch [33][3450/7330] lr: 1.000e-05, eta: 5:46:54, time: 0.784, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1213, s0.acc: 95.5603, s0.loss_bbox: 0.2019, s0.loss_mask: 0.1808, s1.loss_cls: 0.0571, s1.acc: 95.7658, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0951, s2.loss_cls: 0.0289, s2.acc: 95.5539, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0458, loss: 0.9123 2022-09-18 20:06:30,553 - mmdet - INFO - Epoch [33][3500/7330] lr: 1.000e-05, eta: 5:46:08, time: 0.789, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1250, s0.acc: 95.4236, s0.loss_bbox: 0.2058, s0.loss_mask: 0.1869, s1.loss_cls: 0.0588, s1.acc: 95.5394, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0978, s2.loss_cls: 0.0300, s2.acc: 95.4429, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0472, loss: 0.9324 2022-09-18 20:07:09,898 - mmdet - INFO - Epoch [33][3550/7330] lr: 1.000e-05, eta: 5:45:21, time: 0.787, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1193, s0.acc: 95.6174, s0.loss_bbox: 0.1993, s0.loss_mask: 0.1824, s1.loss_cls: 0.0555, s1.acc: 95.8297, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0961, s2.loss_cls: 0.0280, s2.acc: 95.7461, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0468, loss: 0.9049 2022-09-18 20:07:48,976 - mmdet - INFO - Epoch [33][3600/7330] lr: 1.000e-05, eta: 5:44:33, time: 0.782, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1134, s0.acc: 95.8337, s0.loss_bbox: 0.1874, s0.loss_mask: 0.1761, s1.loss_cls: 0.0536, s1.acc: 95.9589, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0928, s2.loss_cls: 0.0271, s2.acc: 95.8338, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0449, loss: 0.8622 2022-09-18 20:08:28,517 - mmdet - INFO - Epoch [33][3650/7330] lr: 1.000e-05, eta: 5:43:48, time: 0.791, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1240, s0.acc: 95.3511, s0.loss_bbox: 0.2068, s0.loss_mask: 0.1870, s1.loss_cls: 0.0587, s1.acc: 95.5251, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0978, s2.loss_cls: 0.0299, s2.acc: 95.3224, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0474, loss: 0.9354 2022-09-18 20:09:07,436 - mmdet - INFO - Epoch [33][3700/7330] lr: 1.000e-05, eta: 5:42:59, time: 0.778, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1237, s0.acc: 95.4790, s0.loss_bbox: 0.2026, s0.loss_mask: 0.1860, s1.loss_cls: 0.0584, s1.acc: 95.6751, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0978, s2.loss_cls: 0.0296, s2.acc: 95.4713, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0469, loss: 0.9257 2022-09-18 20:09:46,474 - mmdet - INFO - Epoch [33][3750/7330] lr: 1.000e-05, eta: 5:42:11, time: 0.781, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1200, s0.acc: 95.6274, s0.loss_bbox: 0.1944, s0.loss_mask: 0.1847, s1.loss_cls: 0.0566, s1.acc: 95.8690, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0964, s2.loss_cls: 0.0285, s2.acc: 95.7757, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0464, loss: 0.9010 2022-09-18 20:10:25,845 - mmdet - INFO - Epoch [33][3800/7330] lr: 1.000e-05, eta: 5:41:26, time: 0.788, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1156, s0.acc: 95.7542, s0.loss_bbox: 0.1982, s0.loss_mask: 0.1834, s1.loss_cls: 0.0542, s1.acc: 95.8771, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0974, s2.loss_cls: 0.0278, s2.acc: 95.6934, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0471, loss: 0.9002 2022-09-18 20:11:04,828 - mmdet - INFO - Epoch [33][3850/7330] lr: 1.000e-05, eta: 5:40:38, time: 0.780, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1207, s0.acc: 95.5933, s0.loss_bbox: 0.2001, s0.loss_mask: 0.1832, s1.loss_cls: 0.0569, s1.acc: 95.7207, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0959, s2.loss_cls: 0.0291, s2.acc: 95.5166, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0463, loss: 0.9115 2022-09-18 20:11:43,986 - mmdet - INFO - Epoch [33][3900/7330] lr: 1.000e-05, eta: 5:39:52, time: 0.783, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1190, s0.acc: 95.6240, s0.loss_bbox: 0.1975, s0.loss_mask: 0.1845, s1.loss_cls: 0.0555, s1.acc: 95.8375, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0968, s2.loss_cls: 0.0284, s2.acc: 95.6309, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0468, loss: 0.9051 2022-09-18 20:12:23,059 - mmdet - INFO - Epoch [33][3950/7330] lr: 1.000e-05, eta: 5:39:05, time: 0.781, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1228, s0.acc: 95.4624, s0.loss_bbox: 0.2006, s0.loss_mask: 0.1869, s1.loss_cls: 0.0583, s1.acc: 95.5541, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0970, s2.loss_cls: 0.0295, s2.acc: 95.4597, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0466, loss: 0.9186 2022-09-18 20:13:02,520 - mmdet - INFO - Epoch [33][4000/7330] lr: 1.000e-05, eta: 5:38:21, time: 0.789, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1204, s0.acc: 95.5200, s0.loss_bbox: 0.2038, s0.loss_mask: 0.1895, s1.loss_cls: 0.0568, s1.acc: 95.7592, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0990, s2.loss_cls: 0.0291, s2.acc: 95.4600, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0479, loss: 0.9258 2022-09-18 20:13:42,191 - mmdet - INFO - Epoch [33][4050/7330] lr: 1.000e-05, eta: 5:37:38, time: 0.793, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1183, s0.acc: 95.6533, s0.loss_bbox: 0.2094, s0.loss_mask: 0.1861, s1.loss_cls: 0.0557, s1.acc: 95.8665, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0983, s2.loss_cls: 0.0282, s2.acc: 95.6477, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0475, loss: 0.9258 2022-09-18 20:14:21,552 - mmdet - INFO - Epoch [33][4100/7330] lr: 1.000e-05, eta: 5:36:54, time: 0.787, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1218, s0.acc: 95.4395, s0.loss_bbox: 0.2077, s0.loss_mask: 0.1840, s1.loss_cls: 0.0571, s1.acc: 95.6393, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0964, s2.loss_cls: 0.0292, s2.acc: 95.4741, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0466, loss: 0.9253 2022-09-18 20:15:00,781 - mmdet - INFO - Epoch [33][4150/7330] lr: 1.000e-05, eta: 5:36:09, time: 0.785, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1142, s0.acc: 95.8240, s0.loss_bbox: 0.1912, s0.loss_mask: 0.1727, s1.loss_cls: 0.0545, s1.acc: 95.9821, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0917, s2.loss_cls: 0.0277, s2.acc: 95.7882, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0441, loss: 0.8675 2022-09-18 20:15:40,021 - mmdet - INFO - Epoch [33][4200/7330] lr: 1.000e-05, eta: 5:35:24, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1222, s0.acc: 95.4482, s0.loss_bbox: 0.2093, s0.loss_mask: 0.1850, s1.loss_cls: 0.0580, s1.acc: 95.5588, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0969, s2.loss_cls: 0.0296, s2.acc: 95.3223, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0466, loss: 0.9318 2022-09-18 20:16:19,558 - mmdet - INFO - Epoch [33][4250/7330] lr: 1.000e-05, eta: 5:34:40, time: 0.791, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1195, s0.acc: 95.5308, s0.loss_bbox: 0.2038, s0.loss_mask: 0.1813, s1.loss_cls: 0.0567, s1.acc: 95.6600, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0946, s2.loss_cls: 0.0287, s2.acc: 95.5046, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0456, loss: 0.9147 2022-09-18 20:16:58,615 - mmdet - INFO - Epoch [33][4300/7330] lr: 1.000e-05, eta: 5:33:55, time: 0.781, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1261, s0.acc: 95.4146, s0.loss_bbox: 0.2074, s0.loss_mask: 0.1860, s1.loss_cls: 0.0600, s1.acc: 95.5157, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0968, s2.loss_cls: 0.0300, s2.acc: 95.4267, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0467, loss: 0.9352 2022-09-18 20:17:37,878 - mmdet - INFO - Epoch [33][4350/7330] lr: 1.000e-05, eta: 5:33:10, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1187, s0.acc: 95.6125, s0.loss_bbox: 0.1954, s0.loss_mask: 0.1839, s1.loss_cls: 0.0571, s1.acc: 95.6676, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0971, s2.loss_cls: 0.0288, s2.acc: 95.5208, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0469, loss: 0.9008 2022-09-18 20:18:17,045 - mmdet - INFO - Epoch [33][4400/7330] lr: 1.000e-05, eta: 5:32:25, time: 0.783, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1271, s0.acc: 95.2827, s0.loss_bbox: 0.2094, s0.loss_mask: 0.1893, s1.loss_cls: 0.0598, s1.acc: 95.4816, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0988, s2.loss_cls: 0.0304, s2.acc: 95.2908, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0477, loss: 0.9453 2022-09-18 20:18:56,510 - mmdet - INFO - Epoch [33][4450/7330] lr: 1.000e-05, eta: 5:31:42, time: 0.789, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1268, s0.acc: 95.2964, s0.loss_bbox: 0.2095, s0.loss_mask: 0.1798, s1.loss_cls: 0.0599, s1.acc: 95.4954, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0951, s2.loss_cls: 0.0300, s2.acc: 95.3716, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0459, loss: 0.9307 2022-09-18 20:19:36,013 - mmdet - INFO - Epoch [33][4500/7330] lr: 1.000e-05, eta: 5:30:59, time: 0.790, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1241, s0.acc: 95.3784, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1845, s1.loss_cls: 0.0587, s1.acc: 95.5219, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0972, s2.loss_cls: 0.0295, s2.acc: 95.4522, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0470, loss: 0.9190 2022-09-18 20:20:14,889 - mmdet - INFO - Epoch [33][4550/7330] lr: 1.000e-05, eta: 5:30:13, time: 0.777, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1178, s0.acc: 95.5859, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1823, s1.loss_cls: 0.0556, s1.acc: 95.7251, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0957, s2.loss_cls: 0.0281, s2.acc: 95.5734, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0460, loss: 0.9075 2022-09-18 20:20:54,161 - mmdet - INFO - Epoch [33][4600/7330] lr: 1.000e-05, eta: 5:29:29, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1269, s0.acc: 95.3909, s0.loss_bbox: 0.2058, s0.loss_mask: 0.1805, s1.loss_cls: 0.0602, s1.acc: 95.5008, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0948, s2.loss_cls: 0.0301, s2.acc: 95.4045, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0460, loss: 0.9270 2022-09-18 20:21:33,447 - mmdet - INFO - Epoch [33][4650/7330] lr: 1.000e-05, eta: 5:28:45, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1193, s0.acc: 95.6599, s0.loss_bbox: 0.1963, s0.loss_mask: 0.1798, s1.loss_cls: 0.0559, s1.acc: 95.8667, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0943, s2.loss_cls: 0.0281, s2.acc: 95.6735, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0457, loss: 0.8965 2022-09-18 20:22:12,571 - mmdet - INFO - Epoch [33][4700/7330] lr: 1.000e-05, eta: 5:28:01, time: 0.782, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1200, s0.acc: 95.5171, s0.loss_bbox: 0.2035, s0.loss_mask: 0.1829, s1.loss_cls: 0.0572, s1.acc: 95.6783, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0971, s2.loss_cls: 0.0289, s2.acc: 95.5283, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0470, loss: 0.9182 2022-09-18 20:22:51,751 - mmdet - INFO - Epoch [33][4750/7330] lr: 1.000e-05, eta: 5:27:17, time: 0.784, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1271, s0.acc: 95.3059, s0.loss_bbox: 0.2049, s0.loss_mask: 0.1850, s1.loss_cls: 0.0601, s1.acc: 95.4077, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0976, s2.loss_cls: 0.0303, s2.acc: 95.2819, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0470, loss: 0.9341 2022-09-18 20:23:30,931 - mmdet - INFO - Epoch [33][4800/7330] lr: 1.000e-05, eta: 5:26:33, time: 0.784, data_time: 0.011, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1213, s0.acc: 95.5417, s0.loss_bbox: 0.2022, s0.loss_mask: 0.1836, s1.loss_cls: 0.0575, s1.acc: 95.7357, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0964, s2.loss_cls: 0.0290, s2.acc: 95.5638, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0466, loss: 0.9159 2022-09-18 20:24:10,070 - mmdet - INFO - Epoch [33][4850/7330] lr: 1.000e-05, eta: 5:25:49, time: 0.783, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0160, s0.loss_cls: 0.1154, s0.acc: 95.7554, s0.loss_bbox: 0.1931, s0.loss_mask: 0.1771, s1.loss_cls: 0.0547, s1.acc: 95.9505, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0929, s2.loss_cls: 0.0279, s2.acc: 95.7193, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0449, loss: 0.8775 2022-09-18 20:24:50,131 - mmdet - INFO - Epoch [33][4900/7330] lr: 1.000e-05, eta: 5:25:10, time: 0.801, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1270, s0.acc: 95.3228, s0.loss_bbox: 0.2081, s0.loss_mask: 0.1854, s1.loss_cls: 0.0601, s1.acc: 95.4918, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0971, s2.loss_cls: 0.0302, s2.acc: 95.3179, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0468, loss: 0.9372 2022-09-18 20:25:29,477 - mmdet - INFO - Epoch [33][4950/7330] lr: 1.000e-05, eta: 5:24:27, time: 0.787, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1195, s0.acc: 95.5935, s0.loss_bbox: 0.1983, s0.loss_mask: 0.1799, s1.loss_cls: 0.0558, s1.acc: 95.7744, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0949, s2.loss_cls: 0.0286, s2.acc: 95.5951, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0459, loss: 0.9024 2022-09-18 20:26:08,746 - mmdet - INFO - Epoch [33][5000/7330] lr: 1.000e-05, eta: 5:23:43, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0160, s0.loss_cls: 0.1222, s0.acc: 95.5811, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1849, s1.loss_cls: 0.0570, s1.acc: 95.7912, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0968, s2.loss_cls: 0.0289, s2.acc: 95.6662, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0467, loss: 0.9167 2022-09-18 20:26:48,226 - mmdet - INFO - Epoch [33][5050/7330] lr: 1.000e-05, eta: 5:23:01, time: 0.789, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1268, s0.acc: 95.3123, s0.loss_bbox: 0.2078, s0.loss_mask: 0.1847, s1.loss_cls: 0.0600, s1.acc: 95.4765, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0972, s2.loss_cls: 0.0306, s2.acc: 95.2917, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0472, loss: 0.9391 2022-09-18 20:27:27,139 - mmdet - INFO - Epoch [33][5100/7330] lr: 1.000e-05, eta: 5:22:17, time: 0.778, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1183, s0.acc: 95.7141, s0.loss_bbox: 0.1910, s0.loss_mask: 0.1809, s1.loss_cls: 0.0557, s1.acc: 95.8251, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0955, s2.loss_cls: 0.0284, s2.acc: 95.6541, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0462, loss: 0.8863 2022-09-18 20:28:06,928 - mmdet - INFO - Epoch [33][5150/7330] lr: 1.000e-05, eta: 5:21:36, time: 0.796, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1234, s0.acc: 95.4150, s0.loss_bbox: 0.2047, s0.loss_mask: 0.1817, s1.loss_cls: 0.0584, s1.acc: 95.5713, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0950, s2.loss_cls: 0.0296, s2.acc: 95.4686, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0457, loss: 0.9188 2022-09-18 20:28:46,271 - mmdet - INFO - Epoch [33][5200/7330] lr: 1.000e-05, eta: 5:20:53, time: 0.787, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1285, s0.acc: 95.3074, s0.loss_bbox: 0.2069, s0.loss_mask: 0.1856, s1.loss_cls: 0.0620, s1.acc: 95.3574, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0971, s2.loss_cls: 0.0314, s2.acc: 95.2120, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0469, loss: 0.9424 2022-09-18 20:29:25,528 - mmdet - INFO - Epoch [33][5250/7330] lr: 1.000e-05, eta: 5:20:11, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1215, s0.acc: 95.4790, s0.loss_bbox: 0.2038, s0.loss_mask: 0.1813, s1.loss_cls: 0.0583, s1.acc: 95.5651, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0948, s2.loss_cls: 0.0294, s2.acc: 95.3853, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0456, loss: 0.9125 2022-09-18 20:30:05,083 - mmdet - INFO - Epoch [33][5300/7330] lr: 1.000e-05, eta: 5:19:29, time: 0.791, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1181, s0.acc: 95.5894, s0.loss_bbox: 0.2020, s0.loss_mask: 0.1795, s1.loss_cls: 0.0563, s1.acc: 95.6690, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0947, s2.loss_cls: 0.0288, s2.acc: 95.4672, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0459, loss: 0.9047 2022-09-18 20:30:44,007 - mmdet - INFO - Epoch [33][5350/7330] lr: 1.000e-05, eta: 5:18:45, time: 0.778, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1207, s0.acc: 95.5605, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1861, s1.loss_cls: 0.0579, s1.acc: 95.7075, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0966, s2.loss_cls: 0.0291, s2.acc: 95.5654, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0465, loss: 0.9094 2022-09-18 20:31:23,427 - mmdet - INFO - Epoch [33][5400/7330] lr: 1.000e-05, eta: 5:18:03, time: 0.788, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1223, s0.acc: 95.4221, s0.loss_bbox: 0.2070, s0.loss_mask: 0.1847, s1.loss_cls: 0.0575, s1.acc: 95.5823, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0968, s2.loss_cls: 0.0293, s2.acc: 95.4892, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0469, loss: 0.9245 2022-09-18 20:32:02,610 - mmdet - INFO - Epoch [33][5450/7330] lr: 1.000e-05, eta: 5:17:20, time: 0.784, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1291, s0.acc: 95.1985, s0.loss_bbox: 0.2113, s0.loss_mask: 0.1830, s1.loss_cls: 0.0610, s1.acc: 95.3857, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0966, s2.loss_cls: 0.0310, s2.acc: 95.2249, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0469, loss: 0.9433 2022-09-18 20:32:41,971 - mmdet - INFO - Epoch [33][5500/7330] lr: 1.000e-05, eta: 5:16:38, time: 0.787, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1239, s0.acc: 95.4482, s0.loss_bbox: 0.2075, s0.loss_mask: 0.1878, s1.loss_cls: 0.0584, s1.acc: 95.5625, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0977, s2.loss_cls: 0.0295, s2.acc: 95.5207, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0472, loss: 0.9371 2022-09-18 20:33:21,082 - mmdet - INFO - Epoch [33][5550/7330] lr: 1.000e-05, eta: 5:15:54, time: 0.782, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1221, s0.acc: 95.4548, s0.loss_bbox: 0.2038, s0.loss_mask: 0.1827, s1.loss_cls: 0.0580, s1.acc: 95.6560, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0953, s2.loss_cls: 0.0294, s2.acc: 95.4242, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0460, loss: 0.9157 2022-09-18 20:34:00,298 - mmdet - INFO - Epoch [33][5600/7330] lr: 1.000e-05, eta: 5:15:12, time: 0.784, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1216, s0.acc: 95.4363, s0.loss_bbox: 0.1979, s0.loss_mask: 0.1826, s1.loss_cls: 0.0562, s1.acc: 95.6844, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0966, s2.loss_cls: 0.0287, s2.acc: 95.5029, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0464, loss: 0.9064 2022-09-18 20:34:39,756 - mmdet - INFO - Epoch [33][5650/7330] lr: 1.000e-05, eta: 5:14:30, time: 0.789, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1231, s0.acc: 95.4543, s0.loss_bbox: 0.1994, s0.loss_mask: 0.1817, s1.loss_cls: 0.0582, s1.acc: 95.6193, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0960, s2.loss_cls: 0.0294, s2.acc: 95.5270, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0462, loss: 0.9114 2022-09-18 20:35:19,323 - mmdet - INFO - Epoch [33][5700/7330] lr: 1.000e-05, eta: 5:13:49, time: 0.791, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1296, s0.acc: 95.2153, s0.loss_bbox: 0.2151, s0.loss_mask: 0.1902, s1.loss_cls: 0.0610, s1.acc: 95.4462, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0990, s2.loss_cls: 0.0307, s2.acc: 95.3703, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0477, loss: 0.9639 2022-09-18 20:35:58,536 - mmdet - INFO - Epoch [33][5750/7330] lr: 1.000e-05, eta: 5:13:07, time: 0.784, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1193, s0.acc: 95.5833, s0.loss_bbox: 0.1973, s0.loss_mask: 0.1826, s1.loss_cls: 0.0559, s1.acc: 95.7912, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0962, s2.loss_cls: 0.0283, s2.acc: 95.6750, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0465, loss: 0.9036 2022-09-18 20:36:38,183 - mmdet - INFO - Epoch [33][5800/7330] lr: 1.000e-05, eta: 5:12:26, time: 0.793, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1291, s0.acc: 95.2512, s0.loss_bbox: 0.2113, s0.loss_mask: 0.1854, s1.loss_cls: 0.0604, s1.acc: 95.4700, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0976, s2.loss_cls: 0.0303, s2.acc: 95.3298, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0469, loss: 0.9475 2022-09-18 20:37:17,767 - mmdet - INFO - Epoch [33][5850/7330] lr: 1.000e-05, eta: 5:11:45, time: 0.792, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1230, s0.acc: 95.4900, s0.loss_bbox: 0.2035, s0.loss_mask: 0.1808, s1.loss_cls: 0.0576, s1.acc: 95.6732, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0947, s2.loss_cls: 0.0294, s2.acc: 95.4649, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0457, loss: 0.9152 2022-09-18 20:37:57,136 - mmdet - INFO - Epoch [33][5900/7330] lr: 1.000e-05, eta: 5:11:03, time: 0.787, data_time: 0.011, memory: 12725, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1179, s0.acc: 95.6560, s0.loss_bbox: 0.1915, s0.loss_mask: 0.1770, s1.loss_cls: 0.0551, s1.acc: 95.8559, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0934, s2.loss_cls: 0.0279, s2.acc: 95.7488, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0453, loss: 0.8793 2022-09-18 20:38:36,447 - mmdet - INFO - Epoch [33][5950/7330] lr: 1.000e-05, eta: 5:10:21, time: 0.786, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1237, s0.acc: 95.4749, s0.loss_bbox: 0.2053, s0.loss_mask: 0.1903, s1.loss_cls: 0.0584, s1.acc: 95.6429, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0997, s2.loss_cls: 0.0299, s2.acc: 95.4004, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0480, loss: 0.9372 2022-09-18 20:39:15,632 - mmdet - INFO - Epoch [33][6000/7330] lr: 1.000e-05, eta: 5:09:39, time: 0.784, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1203, s0.acc: 95.6133, s0.loss_bbox: 0.1949, s0.loss_mask: 0.1801, s1.loss_cls: 0.0563, s1.acc: 95.7630, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0949, s2.loss_cls: 0.0288, s2.acc: 95.5798, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0460, loss: 0.8930 2022-09-18 20:39:55,245 - mmdet - INFO - Epoch [33][6050/7330] lr: 1.000e-05, eta: 5:08:58, time: 0.792, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1267, s0.acc: 95.3948, s0.loss_bbox: 0.2067, s0.loss_mask: 0.1837, s1.loss_cls: 0.0591, s1.acc: 95.5410, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0960, s2.loss_cls: 0.0298, s2.acc: 95.3310, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0462, loss: 0.9314 2022-09-18 20:40:34,705 - mmdet - INFO - Epoch [33][6100/7330] lr: 1.000e-05, eta: 5:08:17, time: 0.789, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1179, s0.acc: 95.6333, s0.loss_bbox: 0.2040, s0.loss_mask: 0.1829, s1.loss_cls: 0.0555, s1.acc: 95.8543, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0961, s2.loss_cls: 0.0285, s2.acc: 95.5952, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0462, loss: 0.9121 2022-09-18 20:41:13,827 - mmdet - INFO - Epoch [33][6150/7330] lr: 1.000e-05, eta: 5:07:34, time: 0.782, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1212, s0.acc: 95.5176, s0.loss_bbox: 0.2024, s0.loss_mask: 0.1815, s1.loss_cls: 0.0586, s1.acc: 95.5866, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0947, s2.loss_cls: 0.0294, s2.acc: 95.4644, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0457, loss: 0.9140 2022-09-18 20:41:53,082 - mmdet - INFO - Epoch [33][6200/7330] lr: 1.000e-05, eta: 5:06:52, time: 0.785, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1207, s0.acc: 95.5916, s0.loss_bbox: 0.2034, s0.loss_mask: 0.1838, s1.loss_cls: 0.0561, s1.acc: 95.8544, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0966, s2.loss_cls: 0.0286, s2.acc: 95.6711, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0466, loss: 0.9157 2022-09-18 20:42:32,697 - mmdet - INFO - Epoch [33][6250/7330] lr: 1.000e-05, eta: 5:06:12, time: 0.792, data_time: 0.012, memory: 12725, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1260, s0.acc: 95.3916, s0.loss_bbox: 0.2072, s0.loss_mask: 0.1819, s1.loss_cls: 0.0599, s1.acc: 95.5250, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0958, s2.loss_cls: 0.0300, s2.acc: 95.4599, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0463, loss: 0.9302 2022-09-18 20:43:12,051 - mmdet - INFO - Epoch [33][6300/7330] lr: 1.000e-05, eta: 5:05:30, time: 0.787, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1240, s0.acc: 95.4702, s0.loss_bbox: 0.2066, s0.loss_mask: 0.1894, s1.loss_cls: 0.0590, s1.acc: 95.6016, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0985, s2.loss_cls: 0.0304, s2.acc: 95.3072, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0477, loss: 0.9372 2022-09-18 20:43:51,464 - mmdet - INFO - Epoch [33][6350/7330] lr: 1.000e-05, eta: 5:04:49, time: 0.788, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1266, s0.acc: 95.3008, s0.loss_bbox: 0.2104, s0.loss_mask: 0.1834, s1.loss_cls: 0.0591, s1.acc: 95.6243, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0968, s2.loss_cls: 0.0300, s2.acc: 95.4306, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0470, loss: 0.9402 2022-09-18 20:44:30,894 - mmdet - INFO - Epoch [33][6400/7330] lr: 1.000e-05, eta: 5:04:08, time: 0.789, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1201, s0.acc: 95.6138, s0.loss_bbox: 0.1984, s0.loss_mask: 0.1840, s1.loss_cls: 0.0562, s1.acc: 95.7705, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0966, s2.loss_cls: 0.0283, s2.acc: 95.6862, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0469, loss: 0.9076 2022-09-18 20:45:10,136 - mmdet - INFO - Epoch [33][6450/7330] lr: 1.000e-05, eta: 5:03:26, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1189, s0.acc: 95.5635, s0.loss_bbox: 0.1986, s0.loss_mask: 0.1818, s1.loss_cls: 0.0562, s1.acc: 95.7682, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0957, s2.loss_cls: 0.0286, s2.acc: 95.6059, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0461, loss: 0.9003 2022-09-18 20:45:49,417 - mmdet - INFO - Epoch [33][6500/7330] lr: 1.000e-05, eta: 5:02:44, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1295, s0.acc: 95.2327, s0.loss_bbox: 0.2090, s0.loss_mask: 0.1846, s1.loss_cls: 0.0611, s1.acc: 95.3649, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0973, s2.loss_cls: 0.0309, s2.acc: 95.2155, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0467, loss: 0.9428 2022-09-18 20:46:29,132 - mmdet - INFO - Epoch [33][6550/7330] lr: 1.000e-05, eta: 5:02:04, time: 0.794, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1213, s0.acc: 95.6204, s0.loss_bbox: 0.2013, s0.loss_mask: 0.1859, s1.loss_cls: 0.0563, s1.acc: 95.8889, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0984, s2.loss_cls: 0.0287, s2.acc: 95.6700, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0474, loss: 0.9211 2022-09-18 20:47:08,801 - mmdet - INFO - Epoch [33][6600/7330] lr: 1.000e-05, eta: 5:01:24, time: 0.793, data_time: 0.011, memory: 12725, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1165, s0.acc: 95.6343, s0.loss_bbox: 0.1988, s0.loss_mask: 0.1763, s1.loss_cls: 0.0545, s1.acc: 95.8196, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0925, s2.loss_cls: 0.0277, s2.acc: 95.7139, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0444, loss: 0.8868 2022-09-18 20:47:48,410 - mmdet - INFO - Epoch [33][6650/7330] lr: 1.000e-05, eta: 5:00:44, time: 0.792, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1268, s0.acc: 95.3582, s0.loss_bbox: 0.2059, s0.loss_mask: 0.1870, s1.loss_cls: 0.0597, s1.acc: 95.4977, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0983, s2.loss_cls: 0.0301, s2.acc: 95.4236, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0474, loss: 0.9370 2022-09-18 20:48:27,825 - mmdet - INFO - Epoch [33][6700/7330] lr: 1.000e-05, eta: 5:00:03, time: 0.788, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1204, s0.acc: 95.5942, s0.loss_bbox: 0.1989, s0.loss_mask: 0.1849, s1.loss_cls: 0.0563, s1.acc: 95.7865, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0967, s2.loss_cls: 0.0287, s2.acc: 95.5924, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0469, loss: 0.9080 2022-09-18 20:49:07,069 - mmdet - INFO - Epoch [33][6750/7330] lr: 1.000e-05, eta: 4:59:21, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1237, s0.acc: 95.4524, s0.loss_bbox: 0.2026, s0.loss_mask: 0.1819, s1.loss_cls: 0.0583, s1.acc: 95.6646, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0960, s2.loss_cls: 0.0297, s2.acc: 95.3974, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0463, loss: 0.9224 2022-09-18 20:49:46,398 - mmdet - INFO - Epoch [33][6800/7330] lr: 1.000e-05, eta: 4:58:40, time: 0.787, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1243, s0.acc: 95.4304, s0.loss_bbox: 0.2051, s0.loss_mask: 0.1896, s1.loss_cls: 0.0588, s1.acc: 95.5411, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0987, s2.loss_cls: 0.0299, s2.acc: 95.3621, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0475, loss: 0.9341 2022-09-18 20:50:25,686 - mmdet - INFO - Epoch [33][6850/7330] lr: 1.000e-05, eta: 4:57:58, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1153, s0.acc: 95.7100, s0.loss_bbox: 0.1922, s0.loss_mask: 0.1811, s1.loss_cls: 0.0542, s1.acc: 95.9060, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0952, s2.loss_cls: 0.0273, s2.acc: 95.7591, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0458, loss: 0.8821 2022-09-18 20:51:05,356 - mmdet - INFO - Epoch [33][6900/7330] lr: 1.000e-05, eta: 4:57:18, time: 0.793, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1194, s0.acc: 95.5723, s0.loss_bbox: 0.2041, s0.loss_mask: 0.1868, s1.loss_cls: 0.0566, s1.acc: 95.6897, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0974, s2.loss_cls: 0.0284, s2.acc: 95.4895, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0470, loss: 0.9203 2022-09-18 20:51:45,159 - mmdet - INFO - Epoch [33][6950/7330] lr: 1.000e-05, eta: 4:56:38, time: 0.796, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1233, s0.acc: 95.4087, s0.loss_bbox: 0.2085, s0.loss_mask: 0.1864, s1.loss_cls: 0.0582, s1.acc: 95.6274, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0981, s2.loss_cls: 0.0295, s2.acc: 95.4751, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0477, loss: 0.9372 2022-09-18 20:52:24,393 - mmdet - INFO - Epoch [33][7000/7330] lr: 1.000e-05, eta: 4:55:57, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1165, s0.acc: 95.6870, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1855, s1.loss_cls: 0.0552, s1.acc: 95.8196, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0969, s2.loss_cls: 0.0283, s2.acc: 95.6200, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0469, loss: 0.9086 2022-09-18 20:53:04,342 - mmdet - INFO - Epoch [33][7050/7330] lr: 1.000e-05, eta: 4:55:18, time: 0.799, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1324, s0.acc: 95.1846, s0.loss_bbox: 0.2114, s0.loss_mask: 0.1882, s1.loss_cls: 0.0620, s1.acc: 95.3528, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0989, s2.loss_cls: 0.0311, s2.acc: 95.2059, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0479, loss: 0.9605 2022-09-18 20:53:43,689 - mmdet - INFO - Epoch [33][7100/7330] lr: 1.000e-05, eta: 4:54:36, time: 0.787, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1230, s0.acc: 95.5254, s0.loss_bbox: 0.2055, s0.loss_mask: 0.1836, s1.loss_cls: 0.0573, s1.acc: 95.7556, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0968, s2.loss_cls: 0.0290, s2.acc: 95.5994, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0469, loss: 0.9243 2022-09-18 20:54:22,911 - mmdet - INFO - Epoch [33][7150/7330] lr: 1.000e-05, eta: 4:53:55, time: 0.784, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1196, s0.acc: 95.5859, s0.loss_bbox: 0.1959, s0.loss_mask: 0.1834, s1.loss_cls: 0.0564, s1.acc: 95.7415, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0958, s2.loss_cls: 0.0285, s2.acc: 95.6508, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0463, loss: 0.8989 2022-09-18 20:55:02,936 - mmdet - INFO - Epoch [33][7200/7330] lr: 1.000e-05, eta: 4:53:16, time: 0.800, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1267, s0.acc: 95.2925, s0.loss_bbox: 0.2119, s0.loss_mask: 0.1797, s1.loss_cls: 0.0601, s1.acc: 95.4011, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0939, s2.loss_cls: 0.0304, s2.acc: 95.2800, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0455, loss: 0.9337 2022-09-18 20:55:42,126 - mmdet - INFO - Epoch [33][7250/7330] lr: 1.000e-05, eta: 4:52:34, time: 0.784, data_time: 0.011, memory: 12725, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1198, s0.acc: 95.6301, s0.loss_bbox: 0.2022, s0.loss_mask: 0.1801, s1.loss_cls: 0.0555, s1.acc: 95.8463, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0942, s2.loss_cls: 0.0282, s2.acc: 95.7307, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0452, loss: 0.9058 2022-09-18 20:56:21,070 - mmdet - INFO - Epoch [33][7300/7330] lr: 1.000e-05, eta: 4:51:52, time: 0.779, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1249, s0.acc: 95.3345, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1849, s1.loss_cls: 0.0593, s1.acc: 95.5133, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0967, s2.loss_cls: 0.0302, s2.acc: 95.3460, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0466, loss: 0.9228 2022-09-18 20:56:52,802 - mmdet - INFO - Saving checkpoint at 33 epochs 2022-09-18 20:58:18,014 - mmdet - INFO - Evaluating bbox... 2022-09-18 20:58:48,845 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.519 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.705 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.562 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.358 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.550 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.673 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.478 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.668 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.788 2022-09-18 20:58:48,845 - mmdet - INFO - Evaluating segm... 2022-09-18 20:59:22,941 - 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 ] = 0.679 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.482 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 ] = 0.475 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.634 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.558 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 ] = 0.591 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.715 2022-09-18 20:59:23,422 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 20:59:23,422 - mmdet - INFO - Epoch(val) [33][313] bbox_mAP: 0.5190, bbox_mAP_50: 0.7050, bbox_mAP_75: 0.5620, bbox_mAP_s: 0.3580, bbox_mAP_m: 0.5500, bbox_mAP_l: 0.6730, bbox_mAP_copypaste: 0.519 0.705 0.562 0.358 0.550 0.673, segm_mAP: 0.4470, segm_mAP_50: 0.6790, segm_mAP_75: 0.4820, segm_mAP_s: 0.2560, segm_mAP_m: 0.4750, segm_mAP_l: 0.6340, segm_mAP_copypaste: 0.447 0.679 0.482 0.256 0.475 0.634 2022-09-18 21:00:47,685 - mmdet - INFO - Epoch [34][50/7330] lr: 1.000e-06, eta: 4:51:50, time: 1.685, data_time: 0.846, memory: 12725, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1214, s0.acc: 95.4949, s0.loss_bbox: 0.2028, s0.loss_mask: 0.1870, s1.loss_cls: 0.0575, s1.acc: 95.6367, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0981, s2.loss_cls: 0.0293, s2.acc: 95.4531, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0473, loss: 0.9223 2022-09-18 21:01:30,261 - mmdet - INFO - Epoch [34][100/7330] lr: 1.000e-06, eta: 4:51:18, time: 0.852, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1127, s0.acc: 95.8384, s0.loss_bbox: 0.1933, s0.loss_mask: 0.1763, s1.loss_cls: 0.0519, s1.acc: 96.1244, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0929, s2.loss_cls: 0.0263, s2.acc: 95.9739, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0448, loss: 0.8686 2022-09-18 21:02:10,499 - mmdet - INFO - Epoch [34][150/7330] lr: 1.000e-06, eta: 4:50:39, time: 0.805, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1205, s0.acc: 95.5830, s0.loss_bbox: 0.2065, s0.loss_mask: 0.1865, s1.loss_cls: 0.0567, s1.acc: 95.7198, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0975, s2.loss_cls: 0.0289, s2.acc: 95.5000, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0470, loss: 0.9256 2022-09-18 21:02:50,201 - mmdet - INFO - Epoch [34][200/7330] lr: 1.000e-06, eta: 4:49:58, time: 0.794, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1132, s0.acc: 95.8826, s0.loss_bbox: 0.1908, s0.loss_mask: 0.1819, s1.loss_cls: 0.0524, s1.acc: 96.0682, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0956, s2.loss_cls: 0.0266, s2.acc: 95.9013, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0463, loss: 0.8752 2022-09-18 21:03:29,944 - mmdet - INFO - Epoch [34][250/7330] lr: 1.000e-06, eta: 4:49:18, time: 0.795, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1249, s0.acc: 95.3691, s0.loss_bbox: 0.2056, s0.loss_mask: 0.1837, s1.loss_cls: 0.0589, s1.acc: 95.5330, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0960, s2.loss_cls: 0.0297, s2.acc: 95.3670, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0466, loss: 0.9233 2022-09-18 21:04:09,535 - mmdet - INFO - Epoch [34][300/7330] lr: 1.000e-06, eta: 4:48:37, time: 0.792, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1158, s0.acc: 95.7383, s0.loss_bbox: 0.1948, s0.loss_mask: 0.1761, s1.loss_cls: 0.0538, s1.acc: 95.9432, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0934, s2.loss_cls: 0.0274, s2.acc: 95.7954, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0454, loss: 0.8799 2022-09-18 21:04:49,055 - mmdet - INFO - Epoch [34][350/7330] lr: 1.000e-06, eta: 4:47:56, time: 0.790, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1272, s0.acc: 95.2805, s0.loss_bbox: 0.2131, s0.loss_mask: 0.1893, s1.loss_cls: 0.0603, s1.acc: 95.3890, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0975, s2.loss_cls: 0.0307, s2.acc: 95.2129, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0470, loss: 0.9505 2022-09-18 21:05:28,675 - mmdet - INFO - Epoch [34][400/7330] lr: 1.000e-06, eta: 4:47:15, time: 0.792, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1233, s0.acc: 95.4775, s0.loss_bbox: 0.2029, s0.loss_mask: 0.1839, s1.loss_cls: 0.0585, s1.acc: 95.6381, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0961, s2.loss_cls: 0.0293, s2.acc: 95.5010, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0464, loss: 0.9206 2022-09-18 21:06:08,599 - mmdet - INFO - Epoch [34][450/7330] lr: 1.000e-06, eta: 4:46:35, time: 0.799, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1227, s0.acc: 95.4739, s0.loss_bbox: 0.2070, s0.loss_mask: 0.1883, s1.loss_cls: 0.0572, s1.acc: 95.6793, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0988, s2.loss_cls: 0.0287, s2.acc: 95.5799, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0475, loss: 0.9333 2022-09-18 21:06:47,954 - mmdet - INFO - Epoch [34][500/7330] lr: 1.000e-06, eta: 4:45:54, time: 0.787, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1234, s0.acc: 95.5156, s0.loss_bbox: 0.2048, s0.loss_mask: 0.1816, s1.loss_cls: 0.0578, s1.acc: 95.6697, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0945, s2.loss_cls: 0.0295, s2.acc: 95.4248, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0456, loss: 0.9162 2022-09-18 21:07:27,675 - mmdet - INFO - Epoch [34][550/7330] lr: 1.000e-06, eta: 4:45:13, time: 0.794, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1244, s0.acc: 95.3494, s0.loss_bbox: 0.2112, s0.loss_mask: 0.1873, s1.loss_cls: 0.0597, s1.acc: 95.4527, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0985, s2.loss_cls: 0.0301, s2.acc: 95.3316, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0475, loss: 0.9434 2022-09-18 21:08:07,191 - mmdet - INFO - Epoch [34][600/7330] lr: 1.000e-06, eta: 4:44:32, time: 0.790, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1223, s0.acc: 95.4351, s0.loss_bbox: 0.2097, s0.loss_mask: 0.1826, s1.loss_cls: 0.0565, s1.acc: 95.7595, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0962, s2.loss_cls: 0.0290, s2.acc: 95.4957, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0467, loss: 0.9284 2022-09-18 21:08:46,377 - mmdet - INFO - Epoch [34][650/7330] lr: 1.000e-06, eta: 4:43:50, time: 0.784, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1105, s0.acc: 95.9060, s0.loss_bbox: 0.1916, s0.loss_mask: 0.1755, s1.loss_cls: 0.0526, s1.acc: 96.0006, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0931, s2.loss_cls: 0.0268, s2.acc: 95.7776, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0451, loss: 0.8672 2022-09-18 21:09:26,259 - mmdet - INFO - Epoch [34][700/7330] lr: 1.000e-06, eta: 4:43:10, time: 0.798, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1202, s0.acc: 95.5540, s0.loss_bbox: 0.2112, s0.loss_mask: 0.1859, s1.loss_cls: 0.0570, s1.acc: 95.6624, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0979, s2.loss_cls: 0.0294, s2.acc: 95.4838, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0473, loss: 0.9338 2022-09-18 21:10:05,941 - mmdet - INFO - Epoch [34][750/7330] lr: 1.000e-06, eta: 4:42:30, time: 0.794, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1202, s0.acc: 95.6772, s0.loss_bbox: 0.2026, s0.loss_mask: 0.1832, s1.loss_cls: 0.0558, s1.acc: 95.8929, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0960, s2.loss_cls: 0.0281, s2.acc: 95.7785, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0463, loss: 0.9127 2022-09-18 21:10:45,224 - mmdet - INFO - Epoch [34][800/7330] lr: 1.000e-06, eta: 4:41:48, time: 0.786, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1194, s0.acc: 95.5732, s0.loss_bbox: 0.2024, s0.loss_mask: 0.1849, s1.loss_cls: 0.0561, s1.acc: 95.7979, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0983, s2.loss_cls: 0.0287, s2.acc: 95.6575, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0476, loss: 0.9188 2022-09-18 21:11:24,488 - mmdet - INFO - Epoch [34][850/7330] lr: 1.000e-06, eta: 4:41:07, time: 0.785, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1189, s0.acc: 95.4460, s0.loss_bbox: 0.2021, s0.loss_mask: 0.1802, s1.loss_cls: 0.0573, s1.acc: 95.5453, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0948, s2.loss_cls: 0.0291, s2.acc: 95.3918, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0456, loss: 0.9052 2022-09-18 21:12:04,014 - mmdet - INFO - Epoch [34][900/7330] lr: 1.000e-06, eta: 4:40:26, time: 0.791, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1152, s0.acc: 95.7317, s0.loss_bbox: 0.1957, s0.loss_mask: 0.1760, s1.loss_cls: 0.0535, s1.acc: 95.9592, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0926, s2.loss_cls: 0.0273, s2.acc: 95.7653, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0450, loss: 0.8810 2022-09-18 21:12:43,524 - mmdet - INFO - Epoch [34][950/7330] lr: 1.000e-06, eta: 4:39:45, time: 0.790, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1225, s0.acc: 95.4695, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1834, s1.loss_cls: 0.0575, s1.acc: 95.6972, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0969, s2.loss_cls: 0.0294, s2.acc: 95.4993, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0467, loss: 0.9206 2022-09-18 21:13:23,084 - mmdet - INFO - Epoch [34][1000/7330] lr: 1.000e-06, eta: 4:39:05, time: 0.791, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1169, s0.acc: 95.5740, s0.loss_bbox: 0.2034, s0.loss_mask: 0.1820, s1.loss_cls: 0.0542, s1.acc: 95.8269, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0958, s2.loss_cls: 0.0276, s2.acc: 95.7307, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0463, loss: 0.9036 2022-09-18 21:14:02,392 - mmdet - INFO - Epoch [34][1050/7330] lr: 1.000e-06, eta: 4:38:23, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1218, s0.acc: 95.5571, s0.loss_bbox: 0.2035, s0.loss_mask: 0.1883, s1.loss_cls: 0.0570, s1.acc: 95.7693, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0978, s2.loss_cls: 0.0284, s2.acc: 95.6439, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0468, loss: 0.9227 2022-09-18 21:14:41,846 - mmdet - INFO - Epoch [34][1100/7330] lr: 1.000e-06, eta: 4:37:42, time: 0.789, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1196, s0.acc: 95.5552, s0.loss_bbox: 0.2033, s0.loss_mask: 0.1834, s1.loss_cls: 0.0560, s1.acc: 95.7520, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0962, s2.loss_cls: 0.0283, s2.acc: 95.5698, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0465, loss: 0.9132 2022-09-18 21:15:21,383 - mmdet - INFO - Epoch [34][1150/7330] lr: 1.000e-06, eta: 4:37:02, time: 0.791, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1173, s0.acc: 95.6255, s0.loss_bbox: 0.1973, s0.loss_mask: 0.1787, s1.loss_cls: 0.0550, s1.acc: 95.8552, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0947, s2.loss_cls: 0.0284, s2.acc: 95.6596, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0457, loss: 0.8941 2022-09-18 21:16:01,212 - mmdet - INFO - Epoch [34][1200/7330] lr: 1.000e-06, eta: 4:36:21, time: 0.797, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1231, s0.acc: 95.4338, s0.loss_bbox: 0.2062, s0.loss_mask: 0.1809, s1.loss_cls: 0.0582, s1.acc: 95.5909, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0961, s2.loss_cls: 0.0299, s2.acc: 95.3863, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0463, loss: 0.9222 2022-09-18 21:16:40,411 - mmdet - INFO - Epoch [34][1250/7330] lr: 1.000e-06, eta: 4:35:40, time: 0.784, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1152, s0.acc: 95.7310, s0.loss_bbox: 0.1968, s0.loss_mask: 0.1782, s1.loss_cls: 0.0546, s1.acc: 95.8738, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0940, s2.loss_cls: 0.0273, s2.acc: 95.7640, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0453, loss: 0.8830 2022-09-18 21:17:19,680 - mmdet - INFO - Epoch [34][1300/7330] lr: 1.000e-06, eta: 4:34:59, time: 0.785, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1198, s0.acc: 95.5908, s0.loss_bbox: 0.2052, s0.loss_mask: 0.1850, s1.loss_cls: 0.0568, s1.acc: 95.7342, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0971, s2.loss_cls: 0.0286, s2.acc: 95.6404, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0467, loss: 0.9191 2022-09-18 21:17:59,533 - mmdet - INFO - Epoch [34][1350/7330] lr: 1.000e-06, eta: 4:34:19, time: 0.797, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1236, s0.acc: 95.5076, s0.loss_bbox: 0.2058, s0.loss_mask: 0.1814, s1.loss_cls: 0.0578, s1.acc: 95.6320, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0953, s2.loss_cls: 0.0293, s2.acc: 95.5349, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0464, loss: 0.9215 2022-09-18 21:18:38,472 - mmdet - INFO - Epoch [34][1400/7330] lr: 1.000e-06, eta: 4:33:37, time: 0.779, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1154, s0.acc: 95.7864, s0.loss_bbox: 0.1917, s0.loss_mask: 0.1775, s1.loss_cls: 0.0539, s1.acc: 96.0357, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0938, s2.loss_cls: 0.0267, s2.acc: 95.9849, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0456, loss: 0.8759 2022-09-18 21:19:17,582 - mmdet - INFO - Epoch [34][1450/7330] lr: 1.000e-06, eta: 4:32:55, time: 0.782, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1177, s0.acc: 95.6243, s0.loss_bbox: 0.1996, s0.loss_mask: 0.1782, s1.loss_cls: 0.0556, s1.acc: 95.8538, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0938, s2.loss_cls: 0.0280, s2.acc: 95.7317, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0453, loss: 0.8946 2022-09-18 21:19:56,934 - mmdet - INFO - Epoch [34][1500/7330] lr: 1.000e-06, eta: 4:32:14, time: 0.787, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1197, s0.acc: 95.5654, s0.loss_bbox: 0.1953, s0.loss_mask: 0.1811, s1.loss_cls: 0.0564, s1.acc: 95.7792, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0952, s2.loss_cls: 0.0281, s2.acc: 95.6329, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0463, loss: 0.8986 2022-09-18 21:20:36,139 - mmdet - INFO - Epoch [34][1550/7330] lr: 1.000e-06, eta: 4:31:33, time: 0.784, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0161, s0.loss_cls: 0.1155, s0.acc: 95.7180, s0.loss_bbox: 0.1963, s0.loss_mask: 0.1754, s1.loss_cls: 0.0550, s1.acc: 95.8416, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0921, s2.loss_cls: 0.0280, s2.acc: 95.6407, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0446, loss: 0.8791 2022-09-18 21:21:15,304 - mmdet - INFO - Epoch [34][1600/7330] lr: 1.000e-06, eta: 4:30:51, time: 0.783, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0160, s0.loss_cls: 0.1200, s0.acc: 95.5964, s0.loss_bbox: 0.1982, s0.loss_mask: 0.1802, s1.loss_cls: 0.0562, s1.acc: 95.7318, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0948, s2.loss_cls: 0.0284, s2.acc: 95.5841, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0460, loss: 0.8960 2022-09-18 21:21:54,754 - mmdet - INFO - Epoch [34][1650/7330] lr: 1.000e-06, eta: 4:30:10, time: 0.789, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1154, s0.acc: 95.6951, s0.loss_bbox: 0.2004, s0.loss_mask: 0.1793, s1.loss_cls: 0.0537, s1.acc: 95.9818, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0947, s2.loss_cls: 0.0277, s2.acc: 95.8098, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0458, loss: 0.8940 2022-09-18 21:22:34,662 - mmdet - INFO - Epoch [34][1700/7330] lr: 1.000e-06, eta: 4:29:31, time: 0.798, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1240, s0.acc: 95.4409, s0.loss_bbox: 0.2089, s0.loss_mask: 0.1866, s1.loss_cls: 0.0582, s1.acc: 95.6370, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0983, s2.loss_cls: 0.0296, s2.acc: 95.4169, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0475, loss: 0.9383 2022-09-18 21:23:13,781 - mmdet - INFO - Epoch [34][1750/7330] lr: 1.000e-06, eta: 4:28:49, time: 0.782, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1256, s0.acc: 95.4016, s0.loss_bbox: 0.2078, s0.loss_mask: 0.1862, s1.loss_cls: 0.0592, s1.acc: 95.4967, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0972, s2.loss_cls: 0.0302, s2.acc: 95.3401, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0467, loss: 0.9382 2022-09-18 21:23:53,133 - mmdet - INFO - Epoch [34][1800/7330] lr: 1.000e-06, eta: 4:28:08, time: 0.787, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1156, s0.acc: 95.7229, s0.loss_bbox: 0.1957, s0.loss_mask: 0.1820, s1.loss_cls: 0.0545, s1.acc: 95.8846, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0958, s2.loss_cls: 0.0277, s2.acc: 95.6881, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0465, loss: 0.8931 2022-09-18 21:24:32,474 - mmdet - INFO - Epoch [34][1850/7330] lr: 1.000e-06, eta: 4:27:27, time: 0.787, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1148, s0.acc: 95.7412, s0.loss_bbox: 0.1915, s0.loss_mask: 0.1808, s1.loss_cls: 0.0534, s1.acc: 95.9841, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0956, s2.loss_cls: 0.0271, s2.acc: 95.8181, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0465, loss: 0.8849 2022-09-18 21:25:12,365 - mmdet - INFO - Epoch [34][1900/7330] lr: 1.000e-06, eta: 4:26:48, time: 0.798, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1221, s0.acc: 95.5098, s0.loss_bbox: 0.2026, s0.loss_mask: 0.1864, s1.loss_cls: 0.0573, s1.acc: 95.7025, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0974, s2.loss_cls: 0.0288, s2.acc: 95.5373, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0472, loss: 0.9201 2022-09-18 21:25:52,188 - mmdet - INFO - Epoch [34][1950/7330] lr: 1.000e-06, eta: 4:26:08, time: 0.796, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1259, s0.acc: 95.3293, s0.loss_bbox: 0.2070, s0.loss_mask: 0.1806, s1.loss_cls: 0.0593, s1.acc: 95.4952, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0947, s2.loss_cls: 0.0302, s2.acc: 95.3225, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0459, loss: 0.9238 2022-09-18 21:26:31,680 - mmdet - INFO - Epoch [34][2000/7330] lr: 1.000e-06, eta: 4:25:27, time: 0.790, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1174, s0.acc: 95.6123, s0.loss_bbox: 0.1999, s0.loss_mask: 0.1771, s1.loss_cls: 0.0550, s1.acc: 95.8116, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0940, s2.loss_cls: 0.0279, s2.acc: 95.6850, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0455, loss: 0.8944 2022-09-18 21:27:11,160 - mmdet - INFO - Epoch [34][2050/7330] lr: 1.000e-06, eta: 4:24:47, time: 0.790, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1191, s0.acc: 95.5742, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1804, s1.loss_cls: 0.0559, s1.acc: 95.7593, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0955, s2.loss_cls: 0.0282, s2.acc: 95.6227, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0462, loss: 0.9027 2022-09-18 21:27:50,296 - mmdet - INFO - Epoch [34][2100/7330] lr: 1.000e-06, eta: 4:24:05, time: 0.783, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1187, s0.acc: 95.6914, s0.loss_bbox: 0.1953, s0.loss_mask: 0.1811, s1.loss_cls: 0.0559, s1.acc: 95.8278, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0950, s2.loss_cls: 0.0282, s2.acc: 95.6892, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0457, loss: 0.8936 2022-09-18 21:28:29,268 - mmdet - INFO - Epoch [34][2150/7330] lr: 1.000e-06, eta: 4:23:24, time: 0.780, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1132, s0.acc: 95.7915, s0.loss_bbox: 0.1944, s0.loss_mask: 0.1812, s1.loss_cls: 0.0535, s1.acc: 95.9964, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0952, s2.loss_cls: 0.0270, s2.acc: 95.8054, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0461, loss: 0.8831 2022-09-18 21:29:08,220 - mmdet - INFO - Epoch [34][2200/7330] lr: 1.000e-06, eta: 4:22:42, time: 0.779, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1161, s0.acc: 95.6641, s0.loss_bbox: 0.1956, s0.loss_mask: 0.1796, s1.loss_cls: 0.0550, s1.acc: 95.8509, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0941, s2.loss_cls: 0.0278, s2.acc: 95.6455, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0455, loss: 0.8879 2022-09-18 21:29:48,163 - mmdet - INFO - Epoch [34][2250/7330] lr: 1.000e-06, eta: 4:22:02, time: 0.799, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0157, s0.loss_cls: 0.1150, s0.acc: 95.7468, s0.loss_bbox: 0.1942, s0.loss_mask: 0.1808, s1.loss_cls: 0.0548, s1.acc: 95.8210, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0954, s2.loss_cls: 0.0280, s2.acc: 95.5880, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0461, loss: 0.8846 2022-09-18 21:30:27,522 - mmdet - INFO - Epoch [34][2300/7330] lr: 1.000e-06, eta: 4:21:22, time: 0.787, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1206, s0.acc: 95.5151, s0.loss_bbox: 0.2009, s0.loss_mask: 0.1817, s1.loss_cls: 0.0580, s1.acc: 95.6591, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0959, s2.loss_cls: 0.0296, s2.acc: 95.3640, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0464, loss: 0.9112 2022-09-18 21:31:07,208 - mmdet - INFO - Epoch [34][2350/7330] lr: 1.000e-06, eta: 4:20:41, time: 0.794, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1221, s0.acc: 95.5273, s0.loss_bbox: 0.2007, s0.loss_mask: 0.1825, s1.loss_cls: 0.0580, s1.acc: 95.6816, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0954, s2.loss_cls: 0.0296, s2.acc: 95.5084, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0461, loss: 0.9099 2022-09-18 21:31:46,396 - mmdet - INFO - Epoch [34][2400/7330] lr: 1.000e-06, eta: 4:20:00, time: 0.784, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1198, s0.acc: 95.5601, s0.loss_bbox: 0.2026, s0.loss_mask: 0.1854, s1.loss_cls: 0.0567, s1.acc: 95.7082, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0971, s2.loss_cls: 0.0293, s2.acc: 95.4838, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0469, loss: 0.9182 2022-09-18 21:32:25,820 - mmdet - INFO - Epoch [34][2450/7330] lr: 1.000e-06, eta: 4:19:20, time: 0.789, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0158, s0.loss_cls: 0.1105, s0.acc: 95.8457, s0.loss_bbox: 0.1946, s0.loss_mask: 0.1764, s1.loss_cls: 0.0513, s1.acc: 96.1383, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0939, s2.loss_cls: 0.0261, s2.acc: 95.8769, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0457, loss: 0.8682 2022-09-18 21:33:05,079 - mmdet - INFO - Epoch [34][2500/7330] lr: 1.000e-06, eta: 4:18:39, time: 0.785, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1136, s0.acc: 95.8115, s0.loss_bbox: 0.1912, s0.loss_mask: 0.1784, s1.loss_cls: 0.0534, s1.acc: 95.9695, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0941, s2.loss_cls: 0.0275, s2.acc: 95.7477, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0458, loss: 0.8736 2022-09-18 21:33:44,315 - mmdet - INFO - Epoch [34][2550/7330] lr: 1.000e-06, eta: 4:17:58, time: 0.785, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1226, s0.acc: 95.4670, s0.loss_bbox: 0.1999, s0.loss_mask: 0.1810, s1.loss_cls: 0.0574, s1.acc: 95.6784, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0948, s2.loss_cls: 0.0285, s2.acc: 95.5454, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0457, loss: 0.9067 2022-09-18 21:34:24,084 - mmdet - INFO - Epoch [34][2600/7330] lr: 1.000e-06, eta: 4:17:18, time: 0.795, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1181, s0.acc: 95.5513, s0.loss_bbox: 0.2011, s0.loss_mask: 0.1814, s1.loss_cls: 0.0559, s1.acc: 95.6662, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0961, s2.loss_cls: 0.0285, s2.acc: 95.4618, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0465, loss: 0.9055 2022-09-18 21:35:03,364 - mmdet - INFO - Epoch [34][2650/7330] lr: 1.000e-06, eta: 4:16:37, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1174, s0.acc: 95.6765, s0.loss_bbox: 0.1972, s0.loss_mask: 0.1790, s1.loss_cls: 0.0559, s1.acc: 95.7940, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0939, s2.loss_cls: 0.0283, s2.acc: 95.6558, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0453, loss: 0.8919 2022-09-18 21:35:42,632 - mmdet - INFO - Epoch [34][2700/7330] lr: 1.000e-06, eta: 4:15:56, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1220, s0.acc: 95.5044, s0.loss_bbox: 0.1995, s0.loss_mask: 0.1830, s1.loss_cls: 0.0573, s1.acc: 95.6238, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0963, s2.loss_cls: 0.0290, s2.acc: 95.5471, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0467, loss: 0.9110 2022-09-18 21:36:21,789 - mmdet - INFO - Epoch [34][2750/7330] lr: 1.000e-06, eta: 4:15:15, time: 0.783, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1227, s0.acc: 95.5017, s0.loss_bbox: 0.1988, s0.loss_mask: 0.1838, s1.loss_cls: 0.0581, s1.acc: 95.6851, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0963, s2.loss_cls: 0.0294, s2.acc: 95.4743, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0463, loss: 0.9121 2022-09-18 21:37:01,361 - mmdet - INFO - Epoch [34][2800/7330] lr: 1.000e-06, eta: 4:14:35, time: 0.791, data_time: 0.011, memory: 12725, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1200, s0.acc: 95.4673, s0.loss_bbox: 0.2029, s0.loss_mask: 0.1842, s1.loss_cls: 0.0567, s1.acc: 95.6489, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0965, s2.loss_cls: 0.0287, s2.acc: 95.5309, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0465, loss: 0.9142 2022-09-18 21:37:40,568 - mmdet - INFO - Epoch [34][2850/7330] lr: 1.000e-06, eta: 4:13:54, time: 0.784, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1207, s0.acc: 95.5984, s0.loss_bbox: 0.2003, s0.loss_mask: 0.1835, s1.loss_cls: 0.0568, s1.acc: 95.7570, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0963, s2.loss_cls: 0.0285, s2.acc: 95.6365, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0466, loss: 0.9122 2022-09-18 21:38:19,827 - mmdet - INFO - Epoch [34][2900/7330] lr: 1.000e-06, eta: 4:13:13, time: 0.785, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1141, s0.acc: 95.7683, s0.loss_bbox: 0.1969, s0.loss_mask: 0.1845, s1.loss_cls: 0.0530, s1.acc: 96.0663, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0978, s2.loss_cls: 0.0268, s2.acc: 95.9105, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0474, loss: 0.8967 2022-09-18 21:38:59,450 - mmdet - INFO - Epoch [34][2950/7330] lr: 1.000e-06, eta: 4:12:33, time: 0.792, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1208, s0.acc: 95.6121, s0.loss_bbox: 0.2029, s0.loss_mask: 0.1810, s1.loss_cls: 0.0564, s1.acc: 95.7301, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0953, s2.loss_cls: 0.0285, s2.acc: 95.5158, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0458, loss: 0.9098 2022-09-18 21:39:38,762 - mmdet - INFO - Epoch [34][3000/7330] lr: 1.000e-06, eta: 4:11:52, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1234, s0.acc: 95.5105, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1875, s1.loss_cls: 0.0587, s1.acc: 95.6020, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0987, s2.loss_cls: 0.0294, s2.acc: 95.5686, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0479, loss: 0.9278 2022-09-18 21:40:18,123 - mmdet - INFO - Epoch [34][3050/7330] lr: 1.000e-06, eta: 4:11:12, time: 0.787, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1222, s0.acc: 95.4832, s0.loss_bbox: 0.2052, s0.loss_mask: 0.1836, s1.loss_cls: 0.0575, s1.acc: 95.6344, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0964, s2.loss_cls: 0.0294, s2.acc: 95.4513, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0468, loss: 0.9232 2022-09-18 21:40:57,648 - mmdet - INFO - Epoch [34][3100/7330] lr: 1.000e-06, eta: 4:10:32, time: 0.791, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1192, s0.acc: 95.6052, s0.loss_bbox: 0.2007, s0.loss_mask: 0.1830, s1.loss_cls: 0.0562, s1.acc: 95.8321, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0968, s2.loss_cls: 0.0287, s2.acc: 95.5990, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0470, loss: 0.9104 2022-09-18 21:41:37,066 - mmdet - INFO - Epoch [34][3150/7330] lr: 1.000e-06, eta: 4:09:51, time: 0.788, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1169, s0.acc: 95.6172, s0.loss_bbox: 0.2027, s0.loss_mask: 0.1825, s1.loss_cls: 0.0546, s1.acc: 95.8507, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0953, s2.loss_cls: 0.0281, s2.acc: 95.5770, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0459, loss: 0.9026 2022-09-18 21:42:16,693 - mmdet - INFO - Epoch [34][3200/7330] lr: 1.000e-06, eta: 4:09:11, time: 0.792, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1195, s0.acc: 95.5488, s0.loss_bbox: 0.1959, s0.loss_mask: 0.1782, s1.loss_cls: 0.0559, s1.acc: 95.7189, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0937, s2.loss_cls: 0.0279, s2.acc: 95.6004, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0455, loss: 0.8907 2022-09-18 21:42:56,289 - mmdet - INFO - Epoch [34][3250/7330] lr: 1.000e-06, eta: 4:08:31, time: 0.792, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1173, s0.acc: 95.6511, s0.loss_bbox: 0.1959, s0.loss_mask: 0.1819, s1.loss_cls: 0.0553, s1.acc: 95.7470, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0955, s2.loss_cls: 0.0280, s2.acc: 95.6414, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0463, loss: 0.8928 2022-09-18 21:43:35,514 - mmdet - INFO - Epoch [34][3300/7330] lr: 1.000e-06, eta: 4:07:50, time: 0.784, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1189, s0.acc: 95.5828, s0.loss_bbox: 0.2001, s0.loss_mask: 0.1856, s1.loss_cls: 0.0561, s1.acc: 95.7372, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0972, s2.loss_cls: 0.0285, s2.acc: 95.5530, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0465, loss: 0.9074 2022-09-18 21:44:14,817 - mmdet - INFO - Epoch [34][3350/7330] lr: 1.000e-06, eta: 4:07:10, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1153, s0.acc: 95.7754, s0.loss_bbox: 0.1975, s0.loss_mask: 0.1804, s1.loss_cls: 0.0541, s1.acc: 95.9914, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0953, s2.loss_cls: 0.0278, s2.acc: 95.8028, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0461, loss: 0.8899 2022-09-18 21:44:53,969 - mmdet - INFO - Epoch [34][3400/7330] lr: 1.000e-06, eta: 4:06:29, time: 0.783, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1069, s0.acc: 96.0522, s0.loss_bbox: 0.1907, s0.loss_mask: 0.1753, s1.loss_cls: 0.0497, s1.acc: 96.1960, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0940, s2.loss_cls: 0.0258, s2.acc: 95.9982, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0456, loss: 0.8583 2022-09-18 21:45:33,290 - mmdet - INFO - Epoch [34][3450/7330] lr: 1.000e-06, eta: 4:05:48, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1224, s0.acc: 95.4204, s0.loss_bbox: 0.2087, s0.loss_mask: 0.1821, s1.loss_cls: 0.0566, s1.acc: 95.7478, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0957, s2.loss_cls: 0.0291, s2.acc: 95.4441, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0464, loss: 0.9243 2022-09-18 21:46:12,532 - mmdet - INFO - Epoch [34][3500/7330] lr: 1.000e-06, eta: 4:05:07, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1206, s0.acc: 95.5137, s0.loss_bbox: 0.2071, s0.loss_mask: 0.1829, s1.loss_cls: 0.0563, s1.acc: 95.7032, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0956, s2.loss_cls: 0.0284, s2.acc: 95.5494, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0462, loss: 0.9225 2022-09-18 21:46:52,103 - mmdet - INFO - Epoch [34][3550/7330] lr: 1.000e-06, eta: 4:04:27, time: 0.791, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1202, s0.acc: 95.4824, s0.loss_bbox: 0.2078, s0.loss_mask: 0.1820, s1.loss_cls: 0.0569, s1.acc: 95.7299, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0958, s2.loss_cls: 0.0290, s2.acc: 95.4564, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0463, loss: 0.9231 2022-09-18 21:47:31,433 - mmdet - INFO - Epoch [34][3600/7330] lr: 1.000e-06, eta: 4:03:47, time: 0.787, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1214, s0.acc: 95.5891, s0.loss_bbox: 0.2018, s0.loss_mask: 0.1819, s1.loss_cls: 0.0570, s1.acc: 95.7278, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0947, s2.loss_cls: 0.0287, s2.acc: 95.5842, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0457, loss: 0.9099 2022-09-18 21:48:10,685 - mmdet - INFO - Epoch [34][3650/7330] lr: 1.000e-06, eta: 4:03:06, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1184, s0.acc: 95.6008, s0.loss_bbox: 0.2008, s0.loss_mask: 0.1850, s1.loss_cls: 0.0557, s1.acc: 95.8267, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0971, s2.loss_cls: 0.0283, s2.acc: 95.6156, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0468, loss: 0.9091 2022-09-18 21:48:49,696 - mmdet - INFO - Epoch [34][3700/7330] lr: 1.000e-06, eta: 4:02:25, time: 0.780, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1130, s0.acc: 95.7830, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1786, s1.loss_cls: 0.0534, s1.acc: 95.9283, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0949, s2.loss_cls: 0.0270, s2.acc: 95.7700, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0457, loss: 0.8850 2022-09-18 21:49:28,855 - mmdet - INFO - Epoch [34][3750/7330] lr: 1.000e-06, eta: 4:01:44, time: 0.783, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1170, s0.acc: 95.6697, s0.loss_bbox: 0.1945, s0.loss_mask: 0.1809, s1.loss_cls: 0.0555, s1.acc: 95.7824, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0946, s2.loss_cls: 0.0284, s2.acc: 95.5969, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0458, loss: 0.8906 2022-09-18 21:50:08,583 - mmdet - INFO - Epoch [34][3800/7330] lr: 1.000e-06, eta: 4:01:05, time: 0.795, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1242, s0.acc: 95.4045, s0.loss_bbox: 0.2060, s0.loss_mask: 0.1834, s1.loss_cls: 0.0580, s1.acc: 95.5167, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0961, s2.loss_cls: 0.0298, s2.acc: 95.3366, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0463, loss: 0.9241 2022-09-18 21:50:48,272 - mmdet - INFO - Epoch [34][3850/7330] lr: 1.000e-06, eta: 4:00:25, time: 0.794, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1240, s0.acc: 95.3818, s0.loss_bbox: 0.2089, s0.loss_mask: 0.1870, s1.loss_cls: 0.0590, s1.acc: 95.5757, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0981, s2.loss_cls: 0.0301, s2.acc: 95.3865, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0474, loss: 0.9380 2022-09-18 21:51:27,732 - mmdet - INFO - Epoch [34][3900/7330] lr: 1.000e-06, eta: 3:59:44, time: 0.789, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1195, s0.acc: 95.6543, s0.loss_bbox: 0.2023, s0.loss_mask: 0.1853, s1.loss_cls: 0.0567, s1.acc: 95.8077, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0980, s2.loss_cls: 0.0284, s2.acc: 95.6273, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0472, loss: 0.9164 2022-09-18 21:52:07,001 - mmdet - INFO - Epoch [34][3950/7330] lr: 1.000e-06, eta: 3:59:04, time: 0.785, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1229, s0.acc: 95.4939, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1777, s1.loss_cls: 0.0572, s1.acc: 95.7006, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0939, s2.loss_cls: 0.0289, s2.acc: 95.5335, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0451, loss: 0.9023 2022-09-18 21:52:45,994 - mmdet - INFO - Epoch [34][4000/7330] lr: 1.000e-06, eta: 3:58:23, time: 0.780, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1158, s0.acc: 95.7336, s0.loss_bbox: 0.1956, s0.loss_mask: 0.1835, s1.loss_cls: 0.0546, s1.acc: 96.0033, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0976, s2.loss_cls: 0.0277, s2.acc: 95.7252, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0473, loss: 0.8956 2022-09-18 21:53:25,319 - mmdet - INFO - Epoch [34][4050/7330] lr: 1.000e-06, eta: 3:57:43, time: 0.787, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1203, s0.acc: 95.6428, s0.loss_bbox: 0.1979, s0.loss_mask: 0.1853, s1.loss_cls: 0.0570, s1.acc: 95.7822, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0973, s2.loss_cls: 0.0288, s2.acc: 95.6317, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0469, loss: 0.9093 2022-09-18 21:54:05,019 - mmdet - INFO - Epoch [34][4100/7330] lr: 1.000e-06, eta: 3:57:03, time: 0.794, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1218, s0.acc: 95.5535, s0.loss_bbox: 0.2021, s0.loss_mask: 0.1805, s1.loss_cls: 0.0569, s1.acc: 95.7772, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0956, s2.loss_cls: 0.0284, s2.acc: 95.7280, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0463, loss: 0.9116 2022-09-18 21:54:44,622 - mmdet - INFO - Epoch [34][4150/7330] lr: 1.000e-06, eta: 3:56:23, time: 0.792, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1163, s0.acc: 95.7092, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1805, s1.loss_cls: 0.0557, s1.acc: 95.8995, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0955, s2.loss_cls: 0.0287, s2.acc: 95.6196, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0463, loss: 0.8982 2022-09-18 21:55:23,840 - mmdet - INFO - Epoch [34][4200/7330] lr: 1.000e-06, eta: 3:55:42, time: 0.784, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1218, s0.acc: 95.5156, s0.loss_bbox: 0.2072, s0.loss_mask: 0.1866, s1.loss_cls: 0.0582, s1.acc: 95.6275, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0986, s2.loss_cls: 0.0296, s2.acc: 95.4445, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0474, loss: 0.9312 2022-09-18 21:56:03,564 - mmdet - INFO - Epoch [34][4250/7330] lr: 1.000e-06, eta: 3:55:02, time: 0.795, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1206, s0.acc: 95.4900, s0.loss_bbox: 0.2068, s0.loss_mask: 0.1820, s1.loss_cls: 0.0567, s1.acc: 95.6998, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0960, s2.loss_cls: 0.0288, s2.acc: 95.5934, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0462, loss: 0.9184 2022-09-18 21:56:43,316 - mmdet - INFO - Epoch [34][4300/7330] lr: 1.000e-06, eta: 3:54:23, time: 0.795, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1268, s0.acc: 95.1277, s0.loss_bbox: 0.2177, s0.loss_mask: 0.1909, s1.loss_cls: 0.0604, s1.acc: 95.2124, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0999, s2.loss_cls: 0.0306, s2.acc: 95.0795, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0482, loss: 0.9673 2022-09-18 21:57:22,635 - mmdet - INFO - Epoch [34][4350/7330] lr: 1.000e-06, eta: 3:53:42, time: 0.786, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1215, s0.acc: 95.4429, s0.loss_bbox: 0.2102, s0.loss_mask: 0.1816, s1.loss_cls: 0.0579, s1.acc: 95.6359, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0948, s2.loss_cls: 0.0296, s2.acc: 95.4193, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0456, loss: 0.9239 2022-09-18 21:58:01,943 - mmdet - INFO - Epoch [34][4400/7330] lr: 1.000e-06, eta: 3:53:02, time: 0.786, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1123, s0.acc: 95.8228, s0.loss_bbox: 0.1944, s0.loss_mask: 0.1770, s1.loss_cls: 0.0527, s1.acc: 96.0144, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0938, s2.loss_cls: 0.0270, s2.acc: 95.7783, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0454, loss: 0.8736 2022-09-18 21:58:41,185 - mmdet - INFO - Epoch [34][4450/7330] lr: 1.000e-06, eta: 3:52:21, time: 0.785, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1197, s0.acc: 95.5295, s0.loss_bbox: 0.2021, s0.loss_mask: 0.1797, s1.loss_cls: 0.0560, s1.acc: 95.6964, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0947, s2.loss_cls: 0.0286, s2.acc: 95.5674, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0458, loss: 0.9051 2022-09-18 21:59:20,541 - mmdet - INFO - Epoch [34][4500/7330] lr: 1.000e-06, eta: 3:51:41, time: 0.787, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1199, s0.acc: 95.5012, s0.loss_bbox: 0.2028, s0.loss_mask: 0.1837, s1.loss_cls: 0.0566, s1.acc: 95.7064, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0963, s2.loss_cls: 0.0291, s2.acc: 95.5596, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0462, loss: 0.9164 2022-09-18 21:59:59,988 - mmdet - INFO - Epoch [34][4550/7330] lr: 1.000e-06, eta: 3:51:01, time: 0.789, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1168, s0.acc: 95.6763, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1796, s1.loss_cls: 0.0551, s1.acc: 95.8994, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0952, s2.loss_cls: 0.0284, s2.acc: 95.6165, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0460, loss: 0.8972 2022-09-18 22:00:39,378 - mmdet - INFO - Epoch [34][4600/7330] lr: 1.000e-06, eta: 3:50:21, time: 0.788, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1146, s0.acc: 95.7559, s0.loss_bbox: 0.1930, s0.loss_mask: 0.1719, s1.loss_cls: 0.0545, s1.acc: 95.9041, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0910, s2.loss_cls: 0.0273, s2.acc: 95.7478, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0439, loss: 0.8686 2022-09-18 22:01:19,611 - mmdet - INFO - Epoch [34][4650/7330] lr: 1.000e-06, eta: 3:49:42, time: 0.805, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1230, s0.acc: 95.4817, s0.loss_bbox: 0.2062, s0.loss_mask: 0.1809, s1.loss_cls: 0.0578, s1.acc: 95.6473, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0959, s2.loss_cls: 0.0292, s2.acc: 95.4795, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0463, loss: 0.9242 2022-09-18 22:01:59,279 - mmdet - INFO - Epoch [34][4700/7330] lr: 1.000e-06, eta: 3:49:02, time: 0.793, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1242, s0.acc: 95.4421, s0.loss_bbox: 0.2131, s0.loss_mask: 0.1865, s1.loss_cls: 0.0571, s1.acc: 95.6959, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0978, s2.loss_cls: 0.0294, s2.acc: 95.4520, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0473, loss: 0.9442 2022-09-18 22:02:38,667 - mmdet - INFO - Epoch [34][4750/7330] lr: 1.000e-06, eta: 3:48:21, time: 0.788, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1128, s0.acc: 95.8035, s0.loss_bbox: 0.1972, s0.loss_mask: 0.1800, s1.loss_cls: 0.0529, s1.acc: 96.0073, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0947, s2.loss_cls: 0.0268, s2.acc: 95.8752, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0460, loss: 0.8849 2022-09-18 22:03:17,787 - mmdet - INFO - Epoch [34][4800/7330] lr: 1.000e-06, eta: 3:47:41, time: 0.782, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1155, s0.acc: 95.7288, s0.loss_bbox: 0.1934, s0.loss_mask: 0.1784, s1.loss_cls: 0.0542, s1.acc: 95.9512, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0933, s2.loss_cls: 0.0275, s2.acc: 95.7453, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0452, loss: 0.8786 2022-09-18 22:03:57,222 - mmdet - INFO - Epoch [34][4850/7330] lr: 1.000e-06, eta: 3:47:01, time: 0.787, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1233, s0.acc: 95.4941, s0.loss_bbox: 0.2070, s0.loss_mask: 0.1862, s1.loss_cls: 0.0573, s1.acc: 95.7101, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0982, s2.loss_cls: 0.0294, s2.acc: 95.5018, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0472, loss: 0.9310 2022-09-18 22:04:36,643 - mmdet - INFO - Epoch [34][4900/7330] lr: 1.000e-06, eta: 3:46:21, time: 0.790, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0155, s0.loss_cls: 0.1144, s0.acc: 95.7500, s0.loss_bbox: 0.1962, s0.loss_mask: 0.1810, s1.loss_cls: 0.0529, s1.acc: 95.9914, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0959, s2.loss_cls: 0.0271, s2.acc: 95.7970, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0464, loss: 0.8856 2022-09-18 22:05:16,238 - mmdet - INFO - Epoch [34][4950/7330] lr: 1.000e-06, eta: 3:45:41, time: 0.792, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1263, s0.acc: 95.2693, s0.loss_bbox: 0.2097, s0.loss_mask: 0.1877, s1.loss_cls: 0.0592, s1.acc: 95.5044, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0986, s2.loss_cls: 0.0298, s2.acc: 95.3787, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0474, loss: 0.9439 2022-09-18 22:05:55,197 - mmdet - INFO - Epoch [34][5000/7330] lr: 1.000e-06, eta: 3:45:00, time: 0.779, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1198, s0.acc: 95.5208, s0.loss_bbox: 0.1999, s0.loss_mask: 0.1799, s1.loss_cls: 0.0565, s1.acc: 95.7423, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0950, s2.loss_cls: 0.0283, s2.acc: 95.6245, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0461, loss: 0.9000 2022-09-18 22:06:34,501 - mmdet - INFO - Epoch [34][5050/7330] lr: 1.000e-06, eta: 3:44:19, time: 0.786, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1204, s0.acc: 95.5173, s0.loss_bbox: 0.2011, s0.loss_mask: 0.1838, s1.loss_cls: 0.0558, s1.acc: 95.7300, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0974, s2.loss_cls: 0.0282, s2.acc: 95.5359, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0470, loss: 0.9120 2022-09-18 22:07:14,302 - mmdet - INFO - Epoch [34][5100/7330] lr: 1.000e-06, eta: 3:43:40, time: 0.796, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1290, s0.acc: 95.2017, s0.loss_bbox: 0.2135, s0.loss_mask: 0.1881, s1.loss_cls: 0.0604, s1.acc: 95.4612, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0980, s2.loss_cls: 0.0304, s2.acc: 95.3522, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0471, loss: 0.9526 2022-09-18 22:07:53,457 - mmdet - INFO - Epoch [34][5150/7330] lr: 1.000e-06, eta: 3:42:59, time: 0.783, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1190, s0.acc: 95.6084, s0.loss_bbox: 0.1974, s0.loss_mask: 0.1819, s1.loss_cls: 0.0572, s1.acc: 95.7518, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0961, s2.loss_cls: 0.0286, s2.acc: 95.6108, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0465, loss: 0.9018 2022-09-18 22:08:32,576 - mmdet - INFO - Epoch [34][5200/7330] lr: 1.000e-06, eta: 3:42:19, time: 0.782, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1179, s0.acc: 95.6736, s0.loss_bbox: 0.2004, s0.loss_mask: 0.1748, s1.loss_cls: 0.0556, s1.acc: 95.8812, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0921, s2.loss_cls: 0.0282, s2.acc: 95.7023, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0447, loss: 0.8903 2022-09-18 22:09:11,456 - mmdet - INFO - Epoch [34][5250/7330] lr: 1.000e-06, eta: 3:41:38, time: 0.778, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1120, s0.acc: 95.9043, s0.loss_bbox: 0.1904, s0.loss_mask: 0.1810, s1.loss_cls: 0.0527, s1.acc: 96.0806, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0952, s2.loss_cls: 0.0266, s2.acc: 95.8824, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0462, loss: 0.8752 2022-09-18 22:09:50,648 - mmdet - INFO - Epoch [34][5300/7330] lr: 1.000e-06, eta: 3:40:58, time: 0.784, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0155, s0.loss_cls: 0.1135, s0.acc: 95.8374, s0.loss_bbox: 0.1873, s0.loss_mask: 0.1734, s1.loss_cls: 0.0531, s1.acc: 96.0338, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0919, s2.loss_cls: 0.0268, s2.acc: 95.9422, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0444, loss: 0.8582 2022-09-18 22:10:30,140 - mmdet - INFO - Epoch [34][5350/7330] lr: 1.000e-06, eta: 3:40:18, time: 0.790, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1242, s0.acc: 95.3313, s0.loss_bbox: 0.2120, s0.loss_mask: 0.1826, s1.loss_cls: 0.0575, s1.acc: 95.5771, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0964, s2.loss_cls: 0.0295, s2.acc: 95.4053, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0465, loss: 0.9319 2022-09-18 22:11:09,554 - mmdet - INFO - Epoch [34][5400/7330] lr: 1.000e-06, eta: 3:39:37, time: 0.788, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1183, s0.acc: 95.6467, s0.loss_bbox: 0.2027, s0.loss_mask: 0.1830, s1.loss_cls: 0.0556, s1.acc: 95.8380, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0958, s2.loss_cls: 0.0281, s2.acc: 95.6890, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0462, loss: 0.9083 2022-09-18 22:11:48,935 - mmdet - INFO - Epoch [34][5450/7330] lr: 1.000e-06, eta: 3:38:57, time: 0.788, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1244, s0.acc: 95.3794, s0.loss_bbox: 0.2052, s0.loss_mask: 0.1827, s1.loss_cls: 0.0592, s1.acc: 95.6029, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0951, s2.loss_cls: 0.0299, s2.acc: 95.3518, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0458, loss: 0.9215 2022-09-18 22:12:28,212 - mmdet - INFO - Epoch [34][5500/7330] lr: 1.000e-06, eta: 3:38:17, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1147, s0.acc: 95.5745, s0.loss_bbox: 0.1955, s0.loss_mask: 0.1747, s1.loss_cls: 0.0536, s1.acc: 95.8722, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0917, s2.loss_cls: 0.0273, s2.acc: 95.7102, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0444, loss: 0.8744 2022-09-18 22:13:07,809 - mmdet - INFO - Epoch [34][5550/7330] lr: 1.000e-06, eta: 3:37:37, time: 0.792, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1196, s0.acc: 95.5801, s0.loss_bbox: 0.2053, s0.loss_mask: 0.1836, s1.loss_cls: 0.0561, s1.acc: 95.7666, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0963, s2.loss_cls: 0.0293, s2.acc: 95.4615, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0463, loss: 0.9178 2022-09-18 22:13:47,364 - mmdet - INFO - Epoch [34][5600/7330] lr: 1.000e-06, eta: 3:36:57, time: 0.791, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1204, s0.acc: 95.4927, s0.loss_bbox: 0.2017, s0.loss_mask: 0.1804, s1.loss_cls: 0.0566, s1.acc: 95.7209, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0944, s2.loss_cls: 0.0285, s2.acc: 95.6536, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0457, loss: 0.9080 2022-09-18 22:14:26,772 - mmdet - INFO - Epoch [34][5650/7330] lr: 1.000e-06, eta: 3:36:17, time: 0.788, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1219, s0.acc: 95.4790, s0.loss_bbox: 0.2030, s0.loss_mask: 0.1862, s1.loss_cls: 0.0575, s1.acc: 95.6416, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0975, s2.loss_cls: 0.0292, s2.acc: 95.4649, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0468, loss: 0.9225 2022-09-18 22:15:06,080 - mmdet - INFO - Epoch [34][5700/7330] lr: 1.000e-06, eta: 3:35:37, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1236, s0.acc: 95.4329, s0.loss_bbox: 0.2068, s0.loss_mask: 0.1856, s1.loss_cls: 0.0575, s1.acc: 95.6071, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0972, s2.loss_cls: 0.0291, s2.acc: 95.4251, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0474, loss: 0.9325 2022-09-18 22:15:45,188 - mmdet - INFO - Epoch [34][5750/7330] lr: 1.000e-06, eta: 3:34:56, time: 0.782, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1157, s0.acc: 95.8123, s0.loss_bbox: 0.1907, s0.loss_mask: 0.1764, s1.loss_cls: 0.0547, s1.acc: 95.9008, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0932, s2.loss_cls: 0.0273, s2.acc: 95.7854, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0449, loss: 0.8729 2022-09-18 22:16:24,632 - mmdet - INFO - Epoch [34][5800/7330] lr: 1.000e-06, eta: 3:34:16, time: 0.789, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1185, s0.acc: 95.5737, s0.loss_bbox: 0.1991, s0.loss_mask: 0.1821, s1.loss_cls: 0.0553, s1.acc: 95.7964, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0964, s2.loss_cls: 0.0281, s2.acc: 95.5560, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0467, loss: 0.9033 2022-09-18 22:17:03,930 - mmdet - INFO - Epoch [34][5850/7330] lr: 1.000e-06, eta: 3:33:36, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1175, s0.acc: 95.6523, s0.loss_bbox: 0.2005, s0.loss_mask: 0.1801, s1.loss_cls: 0.0553, s1.acc: 95.8699, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0954, s2.loss_cls: 0.0283, s2.acc: 95.6786, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0463, loss: 0.9021 2022-09-18 22:17:43,573 - mmdet - INFO - Epoch [34][5900/7330] lr: 1.000e-06, eta: 3:32:56, time: 0.793, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1188, s0.acc: 95.6067, s0.loss_bbox: 0.2002, s0.loss_mask: 0.1791, s1.loss_cls: 0.0562, s1.acc: 95.7440, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0949, s2.loss_cls: 0.0284, s2.acc: 95.5662, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0460, loss: 0.9013 2022-09-18 22:18:23,194 - mmdet - INFO - Epoch [34][5950/7330] lr: 1.000e-06, eta: 3:32:17, time: 0.792, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1233, s0.acc: 95.3926, s0.loss_bbox: 0.2110, s0.loss_mask: 0.1846, s1.loss_cls: 0.0578, s1.acc: 95.6569, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0969, s2.loss_cls: 0.0297, s2.acc: 95.3548, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0466, loss: 0.9323 2022-09-18 22:19:02,635 - mmdet - INFO - Epoch [34][6000/7330] lr: 1.000e-06, eta: 3:31:37, time: 0.789, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1140, s0.acc: 95.7227, s0.loss_bbox: 0.1965, s0.loss_mask: 0.1788, s1.loss_cls: 0.0545, s1.acc: 95.8737, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0939, s2.loss_cls: 0.0280, s2.acc: 95.6717, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0452, loss: 0.8864 2022-09-18 22:19:42,422 - mmdet - INFO - Epoch [34][6050/7330] lr: 1.000e-06, eta: 3:30:57, time: 0.796, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1251, s0.acc: 95.4119, s0.loss_bbox: 0.2059, s0.loss_mask: 0.1805, s1.loss_cls: 0.0583, s1.acc: 95.5973, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0957, s2.loss_cls: 0.0293, s2.acc: 95.5627, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0464, loss: 0.9237 2022-09-18 22:20:21,827 - mmdet - INFO - Epoch [34][6100/7330] lr: 1.000e-06, eta: 3:30:17, time: 0.788, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1186, s0.acc: 95.7087, s0.loss_bbox: 0.1980, s0.loss_mask: 0.1782, s1.loss_cls: 0.0546, s1.acc: 95.9804, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0941, s2.loss_cls: 0.0279, s2.acc: 95.6898, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0456, loss: 0.8916 2022-09-18 22:21:00,970 - mmdet - INFO - Epoch [34][6150/7330] lr: 1.000e-06, eta: 3:29:37, time: 0.783, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0149, s0.loss_cls: 0.1132, s0.acc: 95.8940, s0.loss_bbox: 0.1933, s0.loss_mask: 0.1782, s1.loss_cls: 0.0532, s1.acc: 96.0728, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0937, s2.loss_cls: 0.0269, s2.acc: 95.9903, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0452, loss: 0.8720 2022-09-18 22:21:40,287 - mmdet - INFO - Epoch [34][6200/7330] lr: 1.000e-06, eta: 3:28:56, time: 0.786, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1202, s0.acc: 95.5081, s0.loss_bbox: 0.2066, s0.loss_mask: 0.1834, s1.loss_cls: 0.0559, s1.acc: 95.7410, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0972, s2.loss_cls: 0.0286, s2.acc: 95.5914, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0471, loss: 0.9222 2022-09-18 22:22:19,534 - mmdet - INFO - Epoch [34][6250/7330] lr: 1.000e-06, eta: 3:28:16, time: 0.785, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1210, s0.acc: 95.5540, s0.loss_bbox: 0.1991, s0.loss_mask: 0.1800, s1.loss_cls: 0.0581, s1.acc: 95.6316, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0951, s2.loss_cls: 0.0292, s2.acc: 95.5119, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0459, loss: 0.9078 2022-09-18 22:22:59,311 - mmdet - INFO - Epoch [34][6300/7330] lr: 1.000e-06, eta: 3:27:37, time: 0.795, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1248, s0.acc: 95.4534, s0.loss_bbox: 0.2070, s0.loss_mask: 0.1829, s1.loss_cls: 0.0585, s1.acc: 95.6278, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0959, s2.loss_cls: 0.0296, s2.acc: 95.4304, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0463, loss: 0.9268 2022-09-18 22:23:38,544 - mmdet - INFO - Epoch [34][6350/7330] lr: 1.000e-06, eta: 3:26:56, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1153, s0.acc: 95.7532, s0.loss_bbox: 0.1943, s0.loss_mask: 0.1764, s1.loss_cls: 0.0541, s1.acc: 95.9260, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0929, s2.loss_cls: 0.0276, s2.acc: 95.7465, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0450, loss: 0.8783 2022-09-18 22:24:17,719 - mmdet - INFO - Epoch [34][6400/7330] lr: 1.000e-06, eta: 3:26:16, time: 0.784, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1144, s0.acc: 95.7888, s0.loss_bbox: 0.1918, s0.loss_mask: 0.1797, s1.loss_cls: 0.0534, s1.acc: 96.0518, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0951, s2.loss_cls: 0.0275, s2.acc: 95.8141, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0458, loss: 0.8804 2022-09-18 22:24:57,218 - mmdet - INFO - Epoch [34][6450/7330] lr: 1.000e-06, eta: 3:25:36, time: 0.790, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1186, s0.acc: 95.5894, s0.loss_bbox: 0.1997, s0.loss_mask: 0.1754, s1.loss_cls: 0.0568, s1.acc: 95.7178, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0937, s2.loss_cls: 0.0284, s2.acc: 95.5808, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0453, loss: 0.8938 2022-09-18 22:25:36,689 - mmdet - INFO - Epoch [34][6500/7330] lr: 1.000e-06, eta: 3:24:56, time: 0.789, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1228, s0.acc: 95.4338, s0.loss_bbox: 0.2050, s0.loss_mask: 0.1813, s1.loss_cls: 0.0586, s1.acc: 95.5794, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0957, s2.loss_cls: 0.0297, s2.acc: 95.4144, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0464, loss: 0.9245 2022-09-18 22:26:16,368 - mmdet - INFO - Epoch [34][6550/7330] lr: 1.000e-06, eta: 3:24:17, time: 0.794, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1293, s0.acc: 95.2195, s0.loss_bbox: 0.2117, s0.loss_mask: 0.1823, s1.loss_cls: 0.0609, s1.acc: 95.3478, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0954, s2.loss_cls: 0.0313, s2.acc: 95.0609, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0461, loss: 0.9426 2022-09-18 22:26:56,050 - mmdet - INFO - Epoch [34][6600/7330] lr: 1.000e-06, eta: 3:23:37, time: 0.794, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1281, s0.acc: 95.2603, s0.loss_bbox: 0.2123, s0.loss_mask: 0.1871, s1.loss_cls: 0.0612, s1.acc: 95.3683, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0980, s2.loss_cls: 0.0310, s2.acc: 95.1757, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0471, loss: 0.9520 2022-09-18 22:27:35,181 - mmdet - INFO - Epoch [34][6650/7330] lr: 1.000e-06, eta: 3:22:56, time: 0.783, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1185, s0.acc: 95.7156, s0.loss_bbox: 0.1966, s0.loss_mask: 0.1798, s1.loss_cls: 0.0554, s1.acc: 95.9075, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0947, s2.loss_cls: 0.0281, s2.acc: 95.7971, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0459, loss: 0.8920 2022-09-18 22:28:14,857 - mmdet - INFO - Epoch [34][6700/7330] lr: 1.000e-06, eta: 3:22:17, time: 0.793, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0156, s0.loss_cls: 0.1153, s0.acc: 95.7048, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1779, s1.loss_cls: 0.0533, s1.acc: 95.9722, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0940, s2.loss_cls: 0.0272, s2.acc: 95.8737, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0454, loss: 0.8844 2022-09-18 22:28:54,206 - mmdet - INFO - Epoch [34][6750/7330] lr: 1.000e-06, eta: 3:21:37, time: 0.787, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1158, s0.acc: 95.7188, s0.loss_bbox: 0.1967, s0.loss_mask: 0.1783, s1.loss_cls: 0.0556, s1.acc: 95.7902, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0938, s2.loss_cls: 0.0283, s2.acc: 95.6639, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0456, loss: 0.8883 2022-09-18 22:29:33,719 - mmdet - INFO - Epoch [34][6800/7330] lr: 1.000e-06, eta: 3:20:57, time: 0.790, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1215, s0.acc: 95.4739, s0.loss_bbox: 0.2006, s0.loss_mask: 0.1789, s1.loss_cls: 0.0577, s1.acc: 95.6291, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0942, s2.loss_cls: 0.0291, s2.acc: 95.5006, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0455, loss: 0.9059 2022-09-18 22:30:12,757 - mmdet - INFO - Epoch [34][6850/7330] lr: 1.000e-06, eta: 3:20:16, time: 0.781, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1229, s0.acc: 95.5193, s0.loss_bbox: 0.2007, s0.loss_mask: 0.1898, s1.loss_cls: 0.0578, s1.acc: 95.7101, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0991, s2.loss_cls: 0.0291, s2.acc: 95.5559, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0479, loss: 0.9246 2022-09-18 22:30:51,939 - mmdet - INFO - Epoch [34][6900/7330] lr: 1.000e-06, eta: 3:19:36, time: 0.784, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0160, s0.loss_cls: 0.1191, s0.acc: 95.6194, s0.loss_bbox: 0.1989, s0.loss_mask: 0.1859, s1.loss_cls: 0.0565, s1.acc: 95.7468, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0972, s2.loss_cls: 0.0284, s2.acc: 95.6111, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0469, loss: 0.9069 2022-09-18 22:31:31,273 - mmdet - INFO - Epoch [34][6950/7330] lr: 1.000e-06, eta: 3:18:56, time: 0.787, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1134, s0.acc: 95.7891, s0.loss_bbox: 0.1938, s0.loss_mask: 0.1779, s1.loss_cls: 0.0528, s1.acc: 96.0302, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0944, s2.loss_cls: 0.0268, s2.acc: 95.8555, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0458, loss: 0.8757 2022-09-18 22:32:10,807 - mmdet - INFO - Epoch [34][7000/7330] lr: 1.000e-06, eta: 3:18:16, time: 0.791, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1208, s0.acc: 95.5796, s0.loss_bbox: 0.2006, s0.loss_mask: 0.1798, s1.loss_cls: 0.0567, s1.acc: 95.7050, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0948, s2.loss_cls: 0.0285, s2.acc: 95.5296, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0459, loss: 0.9043 2022-09-18 22:32:50,081 - mmdet - INFO - Epoch [34][7050/7330] lr: 1.000e-06, eta: 3:17:36, time: 0.786, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1172, s0.acc: 95.7063, s0.loss_bbox: 0.1942, s0.loss_mask: 0.1752, s1.loss_cls: 0.0551, s1.acc: 95.8967, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0934, s2.loss_cls: 0.0278, s2.acc: 95.7625, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0454, loss: 0.8812 2022-09-18 22:33:29,383 - mmdet - INFO - Epoch [34][7100/7330] lr: 1.000e-06, eta: 3:16:56, time: 0.786, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1136, s0.acc: 95.8096, s0.loss_bbox: 0.1907, s0.loss_mask: 0.1808, s1.loss_cls: 0.0532, s1.acc: 96.0360, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0952, s2.loss_cls: 0.0274, s2.acc: 95.7310, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0460, loss: 0.8790 2022-09-18 22:34:09,066 - mmdet - INFO - Epoch [34][7150/7330] lr: 1.000e-06, eta: 3:16:16, time: 0.794, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1185, s0.acc: 95.6724, s0.loss_bbox: 0.1967, s0.loss_mask: 0.1770, s1.loss_cls: 0.0554, s1.acc: 95.8627, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0935, s2.loss_cls: 0.0280, s2.acc: 95.7089, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0454, loss: 0.8924 2022-09-18 22:34:48,656 - mmdet - INFO - Epoch [34][7200/7330] lr: 1.000e-06, eta: 3:15:37, time: 0.792, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1213, s0.acc: 95.4297, s0.loss_bbox: 0.2122, s0.loss_mask: 0.1839, s1.loss_cls: 0.0575, s1.acc: 95.5683, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0953, s2.loss_cls: 0.0294, s2.acc: 95.3048, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0460, loss: 0.9317 2022-09-18 22:35:27,783 - mmdet - INFO - Epoch [34][7250/7330] lr: 1.000e-06, eta: 3:14:56, time: 0.783, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1252, s0.acc: 95.4058, s0.loss_bbox: 0.2044, s0.loss_mask: 0.1840, s1.loss_cls: 0.0599, s1.acc: 95.5130, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0965, s2.loss_cls: 0.0300, s2.acc: 95.3689, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0464, loss: 0.9257 2022-09-18 22:36:06,993 - mmdet - INFO - Epoch [34][7300/7330] lr: 1.000e-06, eta: 3:14:16, time: 0.784, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1166, s0.acc: 95.6765, s0.loss_bbox: 0.1991, s0.loss_mask: 0.1809, s1.loss_cls: 0.0544, s1.acc: 95.8996, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0954, s2.loss_cls: 0.0279, s2.acc: 95.6814, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0460, loss: 0.8975 2022-09-18 22:36:40,755 - mmdet - INFO - Saving checkpoint at 34 epochs 2022-09-18 22:38:11,722 - mmdet - INFO - Evaluating bbox... 2022-09-18 22:38:40,585 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.521 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.706 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.565 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.358 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.551 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.674 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.476 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.668 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.789 2022-09-18 22:38:40,585 - mmdet - INFO - Evaluating segm... 2022-09-18 22:39:12,663 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.448 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.680 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.483 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.257 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.476 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.635 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 ] = 0.390 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.718 2022-09-18 22:39:13,122 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-18 22:39:13,122 - mmdet - INFO - Epoch(val) [34][313] bbox_mAP: 0.5210, bbox_mAP_50: 0.7060, bbox_mAP_75: 0.5650, bbox_mAP_s: 0.3580, bbox_mAP_m: 0.5510, bbox_mAP_l: 0.6740, bbox_mAP_copypaste: 0.521 0.706 0.565 0.358 0.551 0.674, segm_mAP: 0.4480, segm_mAP_50: 0.6800, segm_mAP_75: 0.4830, segm_mAP_s: 0.2570, segm_mAP_m: 0.4760, segm_mAP_l: 0.6350, segm_mAP_copypaste: 0.448 0.680 0.483 0.257 0.476 0.635 2022-09-18 22:40:44,358 - mmdet - INFO - Epoch [35][50/7330] lr: 1.000e-06, eta: 3:13:40, time: 1.824, data_time: 0.981, memory: 12725, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1117, s0.acc: 95.8184, s0.loss_bbox: 0.1947, s0.loss_mask: 0.1783, s1.loss_cls: 0.0526, s1.acc: 96.0092, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0941, s2.loss_cls: 0.0266, s2.acc: 95.8624, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0456, loss: 0.8756 2022-09-18 22:41:26,963 - mmdet - INFO - Epoch [35][100/7330] lr: 1.000e-06, eta: 3:13:03, time: 0.852, data_time: 0.011, memory: 12725, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0150, s0.loss_cls: 0.1065, s0.acc: 96.0295, s0.loss_bbox: 0.1896, s0.loss_mask: 0.1723, s1.loss_cls: 0.0501, s1.acc: 96.2462, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0921, s2.loss_cls: 0.0260, s2.acc: 96.0086, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0444, loss: 0.8486 2022-09-18 22:42:07,959 - mmdet - INFO - Epoch [35][150/7330] lr: 1.000e-06, eta: 3:12:25, time: 0.820, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1221, s0.acc: 95.4263, s0.loss_bbox: 0.2077, s0.loss_mask: 0.1825, s1.loss_cls: 0.0577, s1.acc: 95.6324, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0960, s2.loss_cls: 0.0294, s2.acc: 95.3666, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0463, loss: 0.9262 2022-09-18 22:42:48,195 - mmdet - INFO - Epoch [35][200/7330] lr: 1.000e-06, eta: 3:11:45, time: 0.805, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1256, s0.acc: 95.3477, s0.loss_bbox: 0.2099, s0.loss_mask: 0.1866, s1.loss_cls: 0.0594, s1.acc: 95.4893, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0984, s2.loss_cls: 0.0304, s2.acc: 95.2797, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0478, loss: 0.9456 2022-09-18 22:43:27,729 - mmdet - INFO - Epoch [35][250/7330] lr: 1.000e-06, eta: 3:11:05, time: 0.791, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1248, s0.acc: 95.3428, s0.loss_bbox: 0.2082, s0.loss_mask: 0.1907, s1.loss_cls: 0.0590, s1.acc: 95.5310, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0999, s2.loss_cls: 0.0299, s2.acc: 95.3102, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0481, loss: 0.9450 2022-09-18 22:44:07,350 - mmdet - INFO - Epoch [35][300/7330] lr: 1.000e-06, eta: 3:10:26, time: 0.793, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1168, s0.acc: 95.7048, s0.loss_bbox: 0.2008, s0.loss_mask: 0.1808, s1.loss_cls: 0.0551, s1.acc: 95.9460, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0951, s2.loss_cls: 0.0277, s2.acc: 95.7642, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0458, loss: 0.8988 2022-09-18 22:44:46,583 - mmdet - INFO - Epoch [35][350/7330] lr: 1.000e-06, eta: 3:09:45, time: 0.785, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1170, s0.acc: 95.6687, s0.loss_bbox: 0.1970, s0.loss_mask: 0.1800, s1.loss_cls: 0.0556, s1.acc: 95.7748, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0949, s2.loss_cls: 0.0278, s2.acc: 95.6959, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0460, loss: 0.8962 2022-09-18 22:45:25,847 - mmdet - INFO - Epoch [35][400/7330] lr: 1.000e-06, eta: 3:09:05, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1192, s0.acc: 95.6345, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1786, s1.loss_cls: 0.0561, s1.acc: 95.8186, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0941, s2.loss_cls: 0.0281, s2.acc: 95.7089, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0451, loss: 0.8934 2022-09-18 22:46:05,304 - mmdet - INFO - Epoch [35][450/7330] lr: 1.000e-06, eta: 3:08:25, time: 0.789, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1259, s0.acc: 95.3970, s0.loss_bbox: 0.2068, s0.loss_mask: 0.1876, s1.loss_cls: 0.0586, s1.acc: 95.6216, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0983, s2.loss_cls: 0.0295, s2.acc: 95.4371, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0475, loss: 0.9385 2022-09-18 22:46:44,562 - mmdet - INFO - Epoch [35][500/7330] lr: 1.000e-06, eta: 3:07:45, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1159, s0.acc: 95.6460, s0.loss_bbox: 0.1977, s0.loss_mask: 0.1799, s1.loss_cls: 0.0546, s1.acc: 95.8191, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0947, s2.loss_cls: 0.0279, s2.acc: 95.6887, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0459, loss: 0.8918 2022-09-18 22:47:23,964 - mmdet - INFO - Epoch [35][550/7330] lr: 1.000e-06, eta: 3:07:04, time: 0.788, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1177, s0.acc: 95.6790, s0.loss_bbox: 0.2003, s0.loss_mask: 0.1828, s1.loss_cls: 0.0558, s1.acc: 95.7766, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0964, s2.loss_cls: 0.0280, s2.acc: 95.6706, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0466, loss: 0.9087 2022-09-18 22:48:03,804 - mmdet - INFO - Epoch [35][600/7330] lr: 1.000e-06, eta: 3:06:25, time: 0.797, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1177, s0.acc: 95.5483, s0.loss_bbox: 0.2016, s0.loss_mask: 0.1831, s1.loss_cls: 0.0554, s1.acc: 95.7983, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0958, s2.loss_cls: 0.0282, s2.acc: 95.5852, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0463, loss: 0.9044 2022-09-18 22:48:43,489 - mmdet - INFO - Epoch [35][650/7330] lr: 1.000e-06, eta: 3:05:45, time: 0.794, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1184, s0.acc: 95.6384, s0.loss_bbox: 0.2011, s0.loss_mask: 0.1824, s1.loss_cls: 0.0557, s1.acc: 95.7830, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0951, s2.loss_cls: 0.0281, s2.acc: 95.6084, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0458, loss: 0.9050 2022-09-18 22:49:22,818 - mmdet - INFO - Epoch [35][700/7330] lr: 1.000e-06, eta: 3:05:05, time: 0.787, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1146, s0.acc: 95.6707, s0.loss_bbox: 0.1995, s0.loss_mask: 0.1822, s1.loss_cls: 0.0536, s1.acc: 95.8985, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0963, s2.loss_cls: 0.0275, s2.acc: 95.6639, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0465, loss: 0.8984 2022-09-18 22:50:01,899 - mmdet - INFO - Epoch [35][750/7330] lr: 1.000e-06, eta: 3:04:24, time: 0.782, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1177, s0.acc: 95.5918, s0.loss_bbox: 0.1962, s0.loss_mask: 0.1791, s1.loss_cls: 0.0558, s1.acc: 95.7302, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0947, s2.loss_cls: 0.0286, s2.acc: 95.4397, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0457, loss: 0.8912 2022-09-18 22:50:41,707 - mmdet - INFO - Epoch [35][800/7330] lr: 1.000e-06, eta: 3:03:45, time: 0.796, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1210, s0.acc: 95.5039, s0.loss_bbox: 0.2079, s0.loss_mask: 0.1815, s1.loss_cls: 0.0569, s1.acc: 95.6912, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0955, s2.loss_cls: 0.0291, s2.acc: 95.4388, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0464, loss: 0.9231 2022-09-18 22:51:21,333 - mmdet - INFO - Epoch [35][850/7330] lr: 1.000e-06, eta: 3:03:05, time: 0.792, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1174, s0.acc: 95.6450, s0.loss_bbox: 0.1981, s0.loss_mask: 0.1785, s1.loss_cls: 0.0550, s1.acc: 95.9013, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0940, s2.loss_cls: 0.0279, s2.acc: 95.6857, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0455, loss: 0.8927 2022-09-18 22:52:00,667 - mmdet - INFO - Epoch [35][900/7330] lr: 1.000e-06, eta: 3:02:24, time: 0.787, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1222, s0.acc: 95.4709, s0.loss_bbox: 0.2040, s0.loss_mask: 0.1852, s1.loss_cls: 0.0577, s1.acc: 95.6747, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0964, s2.loss_cls: 0.0292, s2.acc: 95.5519, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0465, loss: 0.9197 2022-09-18 22:52:39,855 - mmdet - INFO - Epoch [35][950/7330] lr: 1.000e-06, eta: 3:01:44, time: 0.784, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1140, s0.acc: 95.7339, s0.loss_bbox: 0.1966, s0.loss_mask: 0.1796, s1.loss_cls: 0.0536, s1.acc: 95.9710, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0946, s2.loss_cls: 0.0274, s2.acc: 95.8014, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0457, loss: 0.8893 2022-09-18 22:53:19,340 - mmdet - INFO - Epoch [35][1000/7330] lr: 1.000e-06, eta: 3:01:04, time: 0.790, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1200, s0.acc: 95.6035, s0.loss_bbox: 0.1996, s0.loss_mask: 0.1804, s1.loss_cls: 0.0563, s1.acc: 95.8400, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0947, s2.loss_cls: 0.0284, s2.acc: 95.6611, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0456, loss: 0.9018 2022-09-18 22:53:58,720 - mmdet - INFO - Epoch [35][1050/7330] lr: 1.000e-06, eta: 3:00:24, time: 0.788, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1152, s0.acc: 95.7729, s0.loss_bbox: 0.1929, s0.loss_mask: 0.1789, s1.loss_cls: 0.0541, s1.acc: 95.9938, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0939, s2.loss_cls: 0.0274, s2.acc: 95.8045, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0452, loss: 0.8773 2022-09-18 22:54:37,982 - mmdet - INFO - Epoch [35][1100/7330] lr: 1.000e-06, eta: 2:59:44, time: 0.785, data_time: 0.011, memory: 12725, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1164, s0.acc: 95.6841, s0.loss_bbox: 0.1999, s0.loss_mask: 0.1782, s1.loss_cls: 0.0533, s1.acc: 95.9999, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0936, s2.loss_cls: 0.0270, s2.acc: 95.8919, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0453, loss: 0.8898 2022-09-18 22:55:17,337 - mmdet - INFO - Epoch [35][1150/7330] lr: 1.000e-06, eta: 2:59:04, time: 0.787, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1211, s0.acc: 95.4980, s0.loss_bbox: 0.2004, s0.loss_mask: 0.1856, s1.loss_cls: 0.0567, s1.acc: 95.6969, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0980, s2.loss_cls: 0.0289, s2.acc: 95.5634, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0472, loss: 0.9179 2022-09-18 22:55:56,855 - mmdet - INFO - Epoch [35][1200/7330] lr: 1.000e-06, eta: 2:58:24, time: 0.790, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1193, s0.acc: 95.6060, s0.loss_bbox: 0.2013, s0.loss_mask: 0.1791, s1.loss_cls: 0.0566, s1.acc: 95.7016, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0945, s2.loss_cls: 0.0289, s2.acc: 95.5778, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0455, loss: 0.9017 2022-09-18 22:56:36,472 - mmdet - INFO - Epoch [35][1250/7330] lr: 1.000e-06, eta: 2:57:44, time: 0.792, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1226, s0.acc: 95.4985, s0.loss_bbox: 0.2020, s0.loss_mask: 0.1801, s1.loss_cls: 0.0575, s1.acc: 95.6490, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0952, s2.loss_cls: 0.0295, s2.acc: 95.4251, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0457, loss: 0.9115 2022-09-18 22:57:15,872 - mmdet - INFO - Epoch [35][1300/7330] lr: 1.000e-06, eta: 2:57:04, time: 0.788, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1179, s0.acc: 95.5974, s0.loss_bbox: 0.2035, s0.loss_mask: 0.1818, s1.loss_cls: 0.0549, s1.acc: 95.7994, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0960, s2.loss_cls: 0.0275, s2.acc: 95.6165, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0462, loss: 0.9059 2022-09-18 22:57:55,587 - mmdet - INFO - Epoch [35][1350/7330] lr: 1.000e-06, eta: 2:56:24, time: 0.794, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1183, s0.acc: 95.6309, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1803, s1.loss_cls: 0.0551, s1.acc: 95.8926, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0945, s2.loss_cls: 0.0280, s2.acc: 95.7370, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0456, loss: 0.8995 2022-09-18 22:58:34,859 - mmdet - INFO - Epoch [35][1400/7330] lr: 1.000e-06, eta: 2:55:44, time: 0.785, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0158, s0.loss_cls: 0.1127, s0.acc: 95.8472, s0.loss_bbox: 0.1928, s0.loss_mask: 0.1831, s1.loss_cls: 0.0533, s1.acc: 96.0750, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0965, s2.loss_cls: 0.0271, s2.acc: 95.9081, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0466, loss: 0.8820 2022-09-18 22:59:14,439 - mmdet - INFO - Epoch [35][1450/7330] lr: 1.000e-06, eta: 2:55:04, time: 0.792, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1185, s0.acc: 95.6052, s0.loss_bbox: 0.2024, s0.loss_mask: 0.1839, s1.loss_cls: 0.0562, s1.acc: 95.7610, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0963, s2.loss_cls: 0.0285, s2.acc: 95.6005, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0464, loss: 0.9123 2022-09-18 22:59:54,164 - mmdet - INFO - Epoch [35][1500/7330] lr: 1.000e-06, eta: 2:54:24, time: 0.795, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1198, s0.acc: 95.5713, s0.loss_bbox: 0.2053, s0.loss_mask: 0.1853, s1.loss_cls: 0.0567, s1.acc: 95.6951, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0973, s2.loss_cls: 0.0288, s2.acc: 95.5829, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0472, loss: 0.9215 2022-09-18 23:00:33,437 - mmdet - INFO - Epoch [35][1550/7330] lr: 1.000e-06, eta: 2:53:44, time: 0.785, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1161, s0.acc: 95.7351, s0.loss_bbox: 0.1955, s0.loss_mask: 0.1751, s1.loss_cls: 0.0552, s1.acc: 95.9254, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0924, s2.loss_cls: 0.0277, s2.acc: 95.7912, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0447, loss: 0.8788 2022-09-18 23:01:12,654 - mmdet - INFO - Epoch [35][1600/7330] lr: 1.000e-06, eta: 2:53:04, time: 0.784, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1146, s0.acc: 95.7263, s0.loss_bbox: 0.1977, s0.loss_mask: 0.1780, s1.loss_cls: 0.0542, s1.acc: 95.8920, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0940, s2.loss_cls: 0.0278, s2.acc: 95.6949, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0455, loss: 0.8848 2022-09-18 23:01:52,746 - mmdet - INFO - Epoch [35][1650/7330] lr: 1.000e-06, eta: 2:52:24, time: 0.802, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1329, s0.acc: 95.0945, s0.loss_bbox: 0.2161, s0.loss_mask: 0.1921, s1.loss_cls: 0.0628, s1.acc: 95.2756, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1001, s2.loss_cls: 0.0323, s2.acc: 95.0687, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0486, loss: 0.9779 2022-09-18 23:02:32,256 - mmdet - INFO - Epoch [35][1700/7330] lr: 1.000e-06, eta: 2:51:44, time: 0.790, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1231, s0.acc: 95.4690, s0.loss_bbox: 0.2092, s0.loss_mask: 0.1878, s1.loss_cls: 0.0578, s1.acc: 95.5535, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0990, s2.loss_cls: 0.0293, s2.acc: 95.3847, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0476, loss: 0.9365 2022-09-18 23:03:11,753 - mmdet - INFO - Epoch [35][1750/7330] lr: 1.000e-06, eta: 2:51:04, time: 0.790, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1203, s0.acc: 95.5376, s0.loss_bbox: 0.1974, s0.loss_mask: 0.1768, s1.loss_cls: 0.0563, s1.acc: 95.6989, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0932, s2.loss_cls: 0.0282, s2.acc: 95.6347, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0448, loss: 0.8934 2022-09-18 23:03:51,435 - mmdet - INFO - Epoch [35][1800/7330] lr: 1.000e-06, eta: 2:50:25, time: 0.794, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1277, s0.acc: 95.3462, s0.loss_bbox: 0.2081, s0.loss_mask: 0.1847, s1.loss_cls: 0.0608, s1.acc: 95.5370, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0980, s2.loss_cls: 0.0308, s2.acc: 95.3151, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0475, loss: 0.9431 2022-09-18 23:04:30,942 - mmdet - INFO - Epoch [35][1850/7330] lr: 1.000e-06, eta: 2:49:45, time: 0.790, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1206, s0.acc: 95.4563, s0.loss_bbox: 0.2063, s0.loss_mask: 0.1866, s1.loss_cls: 0.0576, s1.acc: 95.6096, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0969, s2.loss_cls: 0.0293, s2.acc: 95.3417, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0466, loss: 0.9252 2022-09-18 23:05:10,597 - mmdet - INFO - Epoch [35][1900/7330] lr: 1.000e-06, eta: 2:49:05, time: 0.793, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1269, s0.acc: 95.3403, s0.loss_bbox: 0.2022, s0.loss_mask: 0.1863, s1.loss_cls: 0.0601, s1.acc: 95.4759, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0976, s2.loss_cls: 0.0303, s2.acc: 95.3920, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0471, loss: 0.9287 2022-09-18 23:05:50,584 - mmdet - INFO - Epoch [35][1950/7330] lr: 1.000e-06, eta: 2:48:25, time: 0.800, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1169, s0.acc: 95.6641, s0.loss_bbox: 0.2006, s0.loss_mask: 0.1786, s1.loss_cls: 0.0544, s1.acc: 95.9056, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0945, s2.loss_cls: 0.0277, s2.acc: 95.6718, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0458, loss: 0.8978 2022-09-18 23:06:29,685 - mmdet - INFO - Epoch [35][2000/7330] lr: 1.000e-06, eta: 2:47:45, time: 0.782, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0160, s0.loss_cls: 0.1136, s0.acc: 95.8076, s0.loss_bbox: 0.1937, s0.loss_mask: 0.1807, s1.loss_cls: 0.0530, s1.acc: 96.0516, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0961, s2.loss_cls: 0.0271, s2.acc: 95.8231, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0468, loss: 0.8831 2022-09-18 23:07:09,746 - mmdet - INFO - Epoch [35][2050/7330] lr: 1.000e-06, eta: 2:47:05, time: 0.801, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1315, s0.acc: 95.0972, s0.loss_bbox: 0.2146, s0.loss_mask: 0.1886, s1.loss_cls: 0.0625, s1.acc: 95.3194, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0993, s2.loss_cls: 0.0315, s2.acc: 95.1935, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0481, loss: 0.9638 2022-09-18 23:07:49,561 - mmdet - INFO - Epoch [35][2100/7330] lr: 1.000e-06, eta: 2:46:26, time: 0.796, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1182, s0.acc: 95.6165, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1802, s1.loss_cls: 0.0562, s1.acc: 95.7884, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0953, s2.loss_cls: 0.0278, s2.acc: 95.6736, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0463, loss: 0.8986 2022-09-18 23:08:28,879 - mmdet - INFO - Epoch [35][2150/7330] lr: 1.000e-06, eta: 2:45:46, time: 0.786, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1214, s0.acc: 95.4175, s0.loss_bbox: 0.2038, s0.loss_mask: 0.1813, s1.loss_cls: 0.0574, s1.acc: 95.6649, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0958, s2.loss_cls: 0.0290, s2.acc: 95.5827, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0463, loss: 0.9157 2022-09-18 23:09:08,056 - mmdet - INFO - Epoch [35][2200/7330] lr: 1.000e-06, eta: 2:45:05, time: 0.783, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1094, s0.acc: 95.9863, s0.loss_bbox: 0.1892, s0.loss_mask: 0.1768, s1.loss_cls: 0.0513, s1.acc: 96.1717, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0934, s2.loss_cls: 0.0263, s2.acc: 95.8893, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0454, loss: 0.8605 2022-09-18 23:09:47,883 - mmdet - INFO - Epoch [35][2250/7330] lr: 1.000e-06, eta: 2:44:26, time: 0.797, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1203, s0.acc: 95.4680, s0.loss_bbox: 0.2061, s0.loss_mask: 0.1831, s1.loss_cls: 0.0574, s1.acc: 95.6471, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0956, s2.loss_cls: 0.0286, s2.acc: 95.5034, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0460, loss: 0.9186 2022-09-18 23:10:27,370 - mmdet - INFO - Epoch [35][2300/7330] lr: 1.000e-06, eta: 2:43:46, time: 0.790, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1296, s0.acc: 95.2461, s0.loss_bbox: 0.2107, s0.loss_mask: 0.1857, s1.loss_cls: 0.0612, s1.acc: 95.3768, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0968, s2.loss_cls: 0.0316, s2.acc: 95.2172, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0465, loss: 0.9497 2022-09-18 23:11:06,425 - mmdet - INFO - Epoch [35][2350/7330] lr: 1.000e-06, eta: 2:43:06, time: 0.781, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1125, s0.acc: 95.8206, s0.loss_bbox: 0.1931, s0.loss_mask: 0.1780, s1.loss_cls: 0.0534, s1.acc: 95.9551, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0938, s2.loss_cls: 0.0273, s2.acc: 95.8135, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0456, loss: 0.8769 2022-09-18 23:11:45,520 - mmdet - INFO - Epoch [35][2400/7330] lr: 1.000e-06, eta: 2:42:25, time: 0.782, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1102, s0.acc: 95.9375, s0.loss_bbox: 0.1934, s0.loss_mask: 0.1779, s1.loss_cls: 0.0513, s1.acc: 96.1418, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0949, s2.loss_cls: 0.0262, s2.acc: 95.9578, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0463, loss: 0.8724 2022-09-18 23:12:25,045 - mmdet - INFO - Epoch [35][2450/7330] lr: 1.000e-06, eta: 2:41:45, time: 0.790, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1257, s0.acc: 95.2974, s0.loss_bbox: 0.2062, s0.loss_mask: 0.1827, s1.loss_cls: 0.0606, s1.acc: 95.3794, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0957, s2.loss_cls: 0.0304, s2.acc: 95.2400, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0459, loss: 0.9277 2022-09-18 23:13:04,470 - mmdet - INFO - Epoch [35][2500/7330] lr: 1.000e-06, eta: 2:41:06, time: 0.789, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1219, s0.acc: 95.4739, s0.loss_bbox: 0.2024, s0.loss_mask: 0.1788, s1.loss_cls: 0.0580, s1.acc: 95.6050, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0938, s2.loss_cls: 0.0292, s2.acc: 95.5278, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0455, loss: 0.9062 2022-09-18 23:13:43,641 - mmdet - INFO - Epoch [35][2550/7330] lr: 1.000e-06, eta: 2:40:25, time: 0.783, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1191, s0.acc: 95.6001, s0.loss_bbox: 0.2015, s0.loss_mask: 0.1813, s1.loss_cls: 0.0557, s1.acc: 95.8047, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0957, s2.loss_cls: 0.0282, s2.acc: 95.6641, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0464, loss: 0.9047 2022-09-18 23:14:23,045 - mmdet - INFO - Epoch [35][2600/7330] lr: 1.000e-06, eta: 2:39:45, time: 0.788, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1216, s0.acc: 95.4993, s0.loss_bbox: 0.1988, s0.loss_mask: 0.1815, s1.loss_cls: 0.0569, s1.acc: 95.6645, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0952, s2.loss_cls: 0.0289, s2.acc: 95.5082, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0459, loss: 0.9050 2022-09-18 23:15:02,584 - mmdet - INFO - Epoch [35][2650/7330] lr: 1.000e-06, eta: 2:39:06, time: 0.791, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1238, s0.acc: 95.4688, s0.loss_bbox: 0.1974, s0.loss_mask: 0.1851, s1.loss_cls: 0.0581, s1.acc: 95.6943, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0966, s2.loss_cls: 0.0292, s2.acc: 95.5757, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0468, loss: 0.9151 2022-09-18 23:15:41,931 - mmdet - INFO - Epoch [35][2700/7330] lr: 1.000e-06, eta: 2:38:25, time: 0.787, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1165, s0.acc: 95.6428, s0.loss_bbox: 0.1994, s0.loss_mask: 0.1794, s1.loss_cls: 0.0546, s1.acc: 95.8126, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0941, s2.loss_cls: 0.0278, s2.acc: 95.5991, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0455, loss: 0.8949 2022-09-18 23:16:21,141 - mmdet - INFO - Epoch [35][2750/7330] lr: 1.000e-06, eta: 2:37:45, time: 0.784, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1126, s0.acc: 95.7834, s0.loss_bbox: 0.1950, s0.loss_mask: 0.1756, s1.loss_cls: 0.0517, s1.acc: 96.0468, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0927, s2.loss_cls: 0.0264, s2.acc: 95.9369, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0448, loss: 0.8724 2022-09-18 23:17:00,526 - mmdet - INFO - Epoch [35][2800/7330] lr: 1.000e-06, eta: 2:37:05, time: 0.788, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1172, s0.acc: 95.6538, s0.loss_bbox: 0.1997, s0.loss_mask: 0.1799, s1.loss_cls: 0.0551, s1.acc: 95.8604, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0947, s2.loss_cls: 0.0282, s2.acc: 95.5561, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0454, loss: 0.8945 2022-09-18 23:17:39,847 - mmdet - INFO - Epoch [35][2850/7330] lr: 1.000e-06, eta: 2:36:25, time: 0.786, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1220, s0.acc: 95.5137, s0.loss_bbox: 0.2026, s0.loss_mask: 0.1831, s1.loss_cls: 0.0575, s1.acc: 95.6962, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0960, s2.loss_cls: 0.0291, s2.acc: 95.4780, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0460, loss: 0.9157 2022-09-18 23:18:19,294 - mmdet - INFO - Epoch [35][2900/7330] lr: 1.000e-06, eta: 2:35:45, time: 0.789, data_time: 0.012, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1157, s0.acc: 95.7373, s0.loss_bbox: 0.1960, s0.loss_mask: 0.1783, s1.loss_cls: 0.0541, s1.acc: 95.9671, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0938, s2.loss_cls: 0.0281, s2.acc: 95.7515, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0450, loss: 0.8872 2022-09-18 23:18:58,997 - mmdet - INFO - Epoch [35][2950/7330] lr: 1.000e-06, eta: 2:35:06, time: 0.794, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1206, s0.acc: 95.5308, s0.loss_bbox: 0.1972, s0.loss_mask: 0.1827, s1.loss_cls: 0.0574, s1.acc: 95.6487, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0964, s2.loss_cls: 0.0289, s2.acc: 95.6100, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0466, loss: 0.9085 2022-09-18 23:19:38,371 - mmdet - INFO - Epoch [35][3000/7330] lr: 1.000e-06, eta: 2:34:26, time: 0.787, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1096, s0.acc: 95.9888, s0.loss_bbox: 0.1905, s0.loss_mask: 0.1750, s1.loss_cls: 0.0507, s1.acc: 96.2379, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0937, s2.loss_cls: 0.0255, s2.acc: 96.1057, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0455, loss: 0.8630 2022-09-18 23:20:18,111 - mmdet - INFO - Epoch [35][3050/7330] lr: 1.000e-06, eta: 2:33:46, time: 0.795, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1182, s0.acc: 95.6372, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1837, s1.loss_cls: 0.0553, s1.acc: 95.8597, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0970, s2.loss_cls: 0.0287, s2.acc: 95.5864, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0467, loss: 0.9143 2022-09-18 23:20:57,527 - mmdet - INFO - Epoch [35][3100/7330] lr: 1.000e-06, eta: 2:33:06, time: 0.788, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1209, s0.acc: 95.5403, s0.loss_bbox: 0.2088, s0.loss_mask: 0.1815, s1.loss_cls: 0.0567, s1.acc: 95.7693, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0959, s2.loss_cls: 0.0291, s2.acc: 95.5251, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0460, loss: 0.9254 2022-09-18 23:21:36,674 - mmdet - INFO - Epoch [35][3150/7330] lr: 1.000e-06, eta: 2:32:26, time: 0.783, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1187, s0.acc: 95.6912, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1824, s1.loss_cls: 0.0561, s1.acc: 95.8546, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0959, s2.loss_cls: 0.0289, s2.acc: 95.6209, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0463, loss: 0.9051 2022-09-18 23:22:16,088 - mmdet - INFO - Epoch [35][3200/7330] lr: 1.000e-06, eta: 2:31:46, time: 0.788, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1235, s0.acc: 95.3682, s0.loss_bbox: 0.2093, s0.loss_mask: 0.1845, s1.loss_cls: 0.0580, s1.acc: 95.4858, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0966, s2.loss_cls: 0.0300, s2.acc: 95.2539, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0463, loss: 0.9321 2022-09-18 23:22:55,846 - mmdet - INFO - Epoch [35][3250/7330] lr: 1.000e-06, eta: 2:31:06, time: 0.795, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1212, s0.acc: 95.4927, s0.loss_bbox: 0.2029, s0.loss_mask: 0.1780, s1.loss_cls: 0.0574, s1.acc: 95.6881, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0943, s2.loss_cls: 0.0290, s2.acc: 95.4937, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0455, loss: 0.9086 2022-09-18 23:23:35,155 - mmdet - INFO - Epoch [35][3300/7330] lr: 1.000e-06, eta: 2:30:26, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1128, s0.acc: 95.7805, s0.loss_bbox: 0.1940, s0.loss_mask: 0.1773, s1.loss_cls: 0.0526, s1.acc: 95.9660, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0928, s2.loss_cls: 0.0268, s2.acc: 95.8354, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0447, loss: 0.8745 2022-09-18 23:24:14,970 - mmdet - INFO - Epoch [35][3350/7330] lr: 1.000e-06, eta: 2:29:47, time: 0.796, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1240, s0.acc: 95.3875, s0.loss_bbox: 0.2128, s0.loss_mask: 0.1856, s1.loss_cls: 0.0578, s1.acc: 95.6020, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0972, s2.loss_cls: 0.0298, s2.acc: 95.3123, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0466, loss: 0.9404 2022-09-18 23:24:54,036 - mmdet - INFO - Epoch [35][3400/7330] lr: 1.000e-06, eta: 2:29:06, time: 0.782, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1178, s0.acc: 95.7078, s0.loss_bbox: 0.1951, s0.loss_mask: 0.1829, s1.loss_cls: 0.0552, s1.acc: 95.9060, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0959, s2.loss_cls: 0.0276, s2.acc: 95.8533, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0465, loss: 0.8940 2022-09-18 23:25:33,350 - mmdet - INFO - Epoch [35][3450/7330] lr: 1.000e-06, eta: 2:28:26, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1200, s0.acc: 95.5562, s0.loss_bbox: 0.2053, s0.loss_mask: 0.1816, s1.loss_cls: 0.0573, s1.acc: 95.6915, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0950, s2.loss_cls: 0.0293, s2.acc: 95.4302, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0459, loss: 0.9146 2022-09-18 23:26:13,042 - mmdet - INFO - Epoch [35][3500/7330] lr: 1.000e-06, eta: 2:27:47, time: 0.794, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1218, s0.acc: 95.5090, s0.loss_bbox: 0.2040, s0.loss_mask: 0.1843, s1.loss_cls: 0.0580, s1.acc: 95.6202, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0970, s2.loss_cls: 0.0297, s2.acc: 95.3766, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0468, loss: 0.9201 2022-09-18 23:26:52,693 - mmdet - INFO - Epoch [35][3550/7330] lr: 1.000e-06, eta: 2:27:07, time: 0.793, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1155, s0.acc: 95.7937, s0.loss_bbox: 0.1918, s0.loss_mask: 0.1769, s1.loss_cls: 0.0531, s1.acc: 96.0352, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0931, s2.loss_cls: 0.0269, s2.acc: 95.8924, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0450, loss: 0.8746 2022-09-18 23:27:31,762 - mmdet - INFO - Epoch [35][3600/7330] lr: 1.000e-06, eta: 2:26:27, time: 0.781, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1150, s0.acc: 95.7695, s0.loss_bbox: 0.1939, s0.loss_mask: 0.1787, s1.loss_cls: 0.0547, s1.acc: 95.8617, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0949, s2.loss_cls: 0.0282, s2.acc: 95.6374, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0461, loss: 0.8867 2022-09-18 23:28:11,342 - mmdet - INFO - Epoch [35][3650/7330] lr: 1.000e-06, eta: 2:25:47, time: 0.792, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1231, s0.acc: 95.4375, s0.loss_bbox: 0.2078, s0.loss_mask: 0.1798, s1.loss_cls: 0.0570, s1.acc: 95.7119, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0946, s2.loss_cls: 0.0293, s2.acc: 95.5534, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0458, loss: 0.9229 2022-09-18 23:28:50,496 - mmdet - INFO - Epoch [35][3700/7330] lr: 1.000e-06, eta: 2:25:07, time: 0.783, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1173, s0.acc: 95.6201, s0.loss_bbox: 0.2006, s0.loss_mask: 0.1828, s1.loss_cls: 0.0541, s1.acc: 95.8742, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0969, s2.loss_cls: 0.0273, s2.acc: 95.7060, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0466, loss: 0.9052 2022-09-18 23:29:29,615 - mmdet - INFO - Epoch [35][3750/7330] lr: 1.000e-06, eta: 2:24:27, time: 0.782, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1164, s0.acc: 95.6367, s0.loss_bbox: 0.1995, s0.loss_mask: 0.1843, s1.loss_cls: 0.0552, s1.acc: 95.7423, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0973, s2.loss_cls: 0.0280, s2.acc: 95.6417, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0471, loss: 0.9030 2022-09-18 23:30:09,295 - mmdet - INFO - Epoch [35][3800/7330] lr: 1.000e-06, eta: 2:23:47, time: 0.794, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1229, s0.acc: 95.5193, s0.loss_bbox: 0.2069, s0.loss_mask: 0.1859, s1.loss_cls: 0.0575, s1.acc: 95.7536, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0977, s2.loss_cls: 0.0289, s2.acc: 95.6052, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0470, loss: 0.9313 2022-09-18 23:30:48,484 - mmdet - INFO - Epoch [35][3850/7330] lr: 1.000e-06, eta: 2:23:07, time: 0.784, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1199, s0.acc: 95.5864, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1799, s1.loss_cls: 0.0563, s1.acc: 95.7572, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0955, s2.loss_cls: 0.0287, s2.acc: 95.6347, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0464, loss: 0.9045 2022-09-18 23:31:28,223 - mmdet - INFO - Epoch [35][3900/7330] lr: 1.000e-06, eta: 2:22:27, time: 0.795, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1233, s0.acc: 95.3760, s0.loss_bbox: 0.2082, s0.loss_mask: 0.1835, s1.loss_cls: 0.0578, s1.acc: 95.5575, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0956, s2.loss_cls: 0.0292, s2.acc: 95.3934, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0459, loss: 0.9235 2022-09-18 23:32:07,373 - mmdet - INFO - Epoch [35][3950/7330] lr: 1.000e-06, eta: 2:21:47, time: 0.783, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1159, s0.acc: 95.7397, s0.loss_bbox: 0.1971, s0.loss_mask: 0.1831, s1.loss_cls: 0.0544, s1.acc: 95.9529, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0968, s2.loss_cls: 0.0274, s2.acc: 95.9144, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0470, loss: 0.8965 2022-09-18 23:32:46,864 - mmdet - INFO - Epoch [35][4000/7330] lr: 1.000e-06, eta: 2:21:07, time: 0.790, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1189, s0.acc: 95.6257, s0.loss_bbox: 0.2012, s0.loss_mask: 0.1802, s1.loss_cls: 0.0559, s1.acc: 95.8241, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0949, s2.loss_cls: 0.0280, s2.acc: 95.7241, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0457, loss: 0.8997 2022-09-18 23:33:26,489 - mmdet - INFO - Epoch [35][4050/7330] lr: 1.000e-06, eta: 2:20:28, time: 0.792, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1174, s0.acc: 95.6770, s0.loss_bbox: 0.1946, s0.loss_mask: 0.1763, s1.loss_cls: 0.0555, s1.acc: 95.7879, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0931, s2.loss_cls: 0.0278, s2.acc: 95.6369, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0448, loss: 0.8821 2022-09-18 23:34:05,756 - mmdet - INFO - Epoch [35][4100/7330] lr: 1.000e-06, eta: 2:19:48, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1181, s0.acc: 95.6968, s0.loss_bbox: 0.1961, s0.loss_mask: 0.1776, s1.loss_cls: 0.0555, s1.acc: 95.8920, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0940, s2.loss_cls: 0.0282, s2.acc: 95.7205, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0454, loss: 0.8896 2022-09-18 23:34:44,866 - mmdet - INFO - Epoch [35][4150/7330] lr: 1.000e-06, eta: 2:19:08, time: 0.782, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1176, s0.acc: 95.6270, s0.loss_bbox: 0.1978, s0.loss_mask: 0.1805, s1.loss_cls: 0.0555, s1.acc: 95.7777, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0954, s2.loss_cls: 0.0283, s2.acc: 95.6423, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0459, loss: 0.8961 2022-09-18 23:35:24,659 - mmdet - INFO - Epoch [35][4200/7330] lr: 1.000e-06, eta: 2:18:28, time: 0.796, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1140, s0.acc: 95.7610, s0.loss_bbox: 0.1972, s0.loss_mask: 0.1844, s1.loss_cls: 0.0540, s1.acc: 96.0034, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0963, s2.loss_cls: 0.0271, s2.acc: 95.7546, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0462, loss: 0.8917 2022-09-18 23:36:03,989 - mmdet - INFO - Epoch [35][4250/7330] lr: 1.000e-06, eta: 2:17:48, time: 0.787, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1190, s0.acc: 95.5474, s0.loss_bbox: 0.2001, s0.loss_mask: 0.1841, s1.loss_cls: 0.0560, s1.acc: 95.7525, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0963, s2.loss_cls: 0.0285, s2.acc: 95.4969, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0463, loss: 0.9088 2022-09-18 23:36:43,145 - mmdet - INFO - Epoch [35][4300/7330] lr: 1.000e-06, eta: 2:17:08, time: 0.783, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1141, s0.acc: 95.8301, s0.loss_bbox: 0.1966, s0.loss_mask: 0.1829, s1.loss_cls: 0.0536, s1.acc: 95.9912, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0967, s2.loss_cls: 0.0276, s2.acc: 95.7051, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0469, loss: 0.8910 2022-09-18 23:37:22,402 - mmdet - INFO - Epoch [35][4350/7330] lr: 1.000e-06, eta: 2:16:28, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1157, s0.acc: 95.6262, s0.loss_bbox: 0.1996, s0.loss_mask: 0.1792, s1.loss_cls: 0.0541, s1.acc: 95.8402, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0950, s2.loss_cls: 0.0277, s2.acc: 95.6072, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0460, loss: 0.8925 2022-09-18 23:38:01,730 - mmdet - INFO - Epoch [35][4400/7330] lr: 1.000e-06, eta: 2:15:48, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1168, s0.acc: 95.6599, s0.loss_bbox: 0.1981, s0.loss_mask: 0.1786, s1.loss_cls: 0.0546, s1.acc: 95.8552, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0939, s2.loss_cls: 0.0280, s2.acc: 95.6874, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0458, loss: 0.8917 2022-09-18 23:38:41,408 - mmdet - INFO - Epoch [35][4450/7330] lr: 1.000e-06, eta: 2:15:08, time: 0.794, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1234, s0.acc: 95.3975, s0.loss_bbox: 0.2070, s0.loss_mask: 0.1857, s1.loss_cls: 0.0592, s1.acc: 95.4636, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0982, s2.loss_cls: 0.0301, s2.acc: 95.2468, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0477, loss: 0.9326 2022-09-18 23:39:21,451 - mmdet - INFO - Epoch [35][4500/7330] lr: 1.000e-06, eta: 2:14:29, time: 0.801, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1231, s0.acc: 95.4812, s0.loss_bbox: 0.2034, s0.loss_mask: 0.1815, s1.loss_cls: 0.0564, s1.acc: 95.7141, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0952, s2.loss_cls: 0.0283, s2.acc: 95.6987, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0463, loss: 0.9151 2022-09-18 23:40:00,889 - mmdet - INFO - Epoch [35][4550/7330] lr: 1.000e-06, eta: 2:13:49, time: 0.789, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1175, s0.acc: 95.6401, s0.loss_bbox: 0.2029, s0.loss_mask: 0.1812, s1.loss_cls: 0.0549, s1.acc: 95.8560, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0961, s2.loss_cls: 0.0279, s2.acc: 95.7046, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0467, loss: 0.9068 2022-09-18 23:40:39,957 - mmdet - INFO - Epoch [35][4600/7330] lr: 1.000e-06, eta: 2:13:09, time: 0.781, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1199, s0.acc: 95.6721, s0.loss_bbox: 0.1969, s0.loss_mask: 0.1786, s1.loss_cls: 0.0563, s1.acc: 95.8139, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0943, s2.loss_cls: 0.0287, s2.acc: 95.6254, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0455, loss: 0.8980 2022-09-18 23:41:19,311 - mmdet - INFO - Epoch [35][4650/7330] lr: 1.000e-06, eta: 2:12:29, time: 0.787, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1215, s0.acc: 95.4543, s0.loss_bbox: 0.2055, s0.loss_mask: 0.1857, s1.loss_cls: 0.0580, s1.acc: 95.6189, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0978, s2.loss_cls: 0.0293, s2.acc: 95.4710, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0473, loss: 0.9285 2022-09-18 23:41:58,582 - mmdet - INFO - Epoch [35][4700/7330] lr: 1.000e-06, eta: 2:11:49, time: 0.785, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1180, s0.acc: 95.5615, s0.loss_bbox: 0.1973, s0.loss_mask: 0.1810, s1.loss_cls: 0.0563, s1.acc: 95.7162, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0955, s2.loss_cls: 0.0285, s2.acc: 95.5399, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0463, loss: 0.8977 2022-09-18 23:42:37,779 - mmdet - INFO - Epoch [35][4750/7330] lr: 1.000e-06, eta: 2:11:09, time: 0.784, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1173, s0.acc: 95.6868, s0.loss_bbox: 0.1975, s0.loss_mask: 0.1799, s1.loss_cls: 0.0551, s1.acc: 95.8639, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0947, s2.loss_cls: 0.0276, s2.acc: 95.7498, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0457, loss: 0.8929 2022-09-18 23:43:17,293 - mmdet - INFO - Epoch [35][4800/7330] lr: 1.000e-06, eta: 2:10:29, time: 0.790, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1185, s0.acc: 95.6033, s0.loss_bbox: 0.2000, s0.loss_mask: 0.1827, s1.loss_cls: 0.0567, s1.acc: 95.7011, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0961, s2.loss_cls: 0.0286, s2.acc: 95.5728, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0465, loss: 0.9079 2022-09-18 23:43:56,650 - mmdet - INFO - Epoch [35][4850/7330] lr: 1.000e-06, eta: 2:09:50, time: 0.787, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1207, s0.acc: 95.5017, s0.loss_bbox: 0.2044, s0.loss_mask: 0.1841, s1.loss_cls: 0.0573, s1.acc: 95.6965, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0972, s2.loss_cls: 0.0292, s2.acc: 95.4499, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0469, loss: 0.9245 2022-09-18 23:44:36,061 - mmdet - INFO - Epoch [35][4900/7330] lr: 1.000e-06, eta: 2:09:10, time: 0.788, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1101, s0.acc: 95.9180, s0.loss_bbox: 0.1922, s0.loss_mask: 0.1758, s1.loss_cls: 0.0526, s1.acc: 96.0100, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0928, s2.loss_cls: 0.0267, s2.acc: 95.8915, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0449, loss: 0.8668 2022-09-18 23:45:15,600 - mmdet - INFO - Epoch [35][4950/7330] lr: 1.000e-06, eta: 2:08:30, time: 0.791, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1263, s0.acc: 95.3340, s0.loss_bbox: 0.2132, s0.loss_mask: 0.1888, s1.loss_cls: 0.0606, s1.acc: 95.4453, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0979, s2.loss_cls: 0.0306, s2.acc: 95.2812, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0470, loss: 0.9538 2022-09-18 23:45:54,782 - mmdet - INFO - Epoch [35][5000/7330] lr: 1.000e-06, eta: 2:07:50, time: 0.784, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0152, s0.loss_cls: 0.1151, s0.acc: 95.6450, s0.loss_bbox: 0.1930, s0.loss_mask: 0.1783, s1.loss_cls: 0.0549, s1.acc: 95.8013, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0932, s2.loss_cls: 0.0281, s2.acc: 95.6015, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0449, loss: 0.8770 2022-09-18 23:46:34,153 - mmdet - INFO - Epoch [35][5050/7330] lr: 1.000e-06, eta: 2:07:10, time: 0.787, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1172, s0.acc: 95.6997, s0.loss_bbox: 0.2005, s0.loss_mask: 0.1817, s1.loss_cls: 0.0559, s1.acc: 95.8811, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0957, s2.loss_cls: 0.0280, s2.acc: 95.7321, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0464, loss: 0.8997 2022-09-18 23:47:13,383 - mmdet - INFO - Epoch [35][5100/7330] lr: 1.000e-06, eta: 2:06:30, time: 0.785, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1176, s0.acc: 95.5894, s0.loss_bbox: 0.2039, s0.loss_mask: 0.1819, s1.loss_cls: 0.0556, s1.acc: 95.7561, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0953, s2.loss_cls: 0.0279, s2.acc: 95.6599, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0460, loss: 0.9074 2022-09-18 23:47:52,667 - mmdet - INFO - Epoch [35][5150/7330] lr: 1.000e-06, eta: 2:05:50, time: 0.786, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1144, s0.acc: 95.7908, s0.loss_bbox: 0.1923, s0.loss_mask: 0.1795, s1.loss_cls: 0.0538, s1.acc: 95.9052, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0944, s2.loss_cls: 0.0274, s2.acc: 95.7714, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0455, loss: 0.8771 2022-09-18 23:48:31,769 - mmdet - INFO - Epoch [35][5200/7330] lr: 1.000e-06, eta: 2:05:10, time: 0.782, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1182, s0.acc: 95.6167, s0.loss_bbox: 0.1938, s0.loss_mask: 0.1753, s1.loss_cls: 0.0547, s1.acc: 95.8868, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0927, s2.loss_cls: 0.0275, s2.acc: 95.7408, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0448, loss: 0.8800 2022-09-18 23:49:11,056 - mmdet - INFO - Epoch [35][5250/7330] lr: 1.000e-06, eta: 2:04:30, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1206, s0.acc: 95.5100, s0.loss_bbox: 0.2024, s0.loss_mask: 0.1760, s1.loss_cls: 0.0562, s1.acc: 95.7506, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0938, s2.loss_cls: 0.0283, s2.acc: 95.5230, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0452, loss: 0.8991 2022-09-18 23:49:50,345 - mmdet - INFO - Epoch [35][5300/7330] lr: 1.000e-06, eta: 2:03:50, time: 0.786, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1256, s0.acc: 95.4800, s0.loss_bbox: 0.1984, s0.loss_mask: 0.1839, s1.loss_cls: 0.0595, s1.acc: 95.6353, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0970, s2.loss_cls: 0.0301, s2.acc: 95.4298, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0470, loss: 0.9183 2022-09-18 23:50:29,680 - mmdet - INFO - Epoch [35][5350/7330] lr: 1.000e-06, eta: 2:03:11, time: 0.787, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1175, s0.acc: 95.6768, s0.loss_bbox: 0.2015, s0.loss_mask: 0.1780, s1.loss_cls: 0.0548, s1.acc: 95.8840, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0942, s2.loss_cls: 0.0281, s2.acc: 95.6198, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0456, loss: 0.8981 2022-09-18 23:51:08,832 - mmdet - INFO - Epoch [35][5400/7330] lr: 1.000e-06, eta: 2:02:31, time: 0.783, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1130, s0.acc: 95.7522, s0.loss_bbox: 0.1988, s0.loss_mask: 0.1780, s1.loss_cls: 0.0540, s1.acc: 95.9227, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0936, s2.loss_cls: 0.0268, s2.acc: 95.8477, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0452, loss: 0.8843 2022-09-18 23:51:48,021 - mmdet - INFO - Epoch [35][5450/7330] lr: 1.000e-06, eta: 2:01:51, time: 0.784, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1118, s0.acc: 95.8608, s0.loss_bbox: 0.1937, s0.loss_mask: 0.1758, s1.loss_cls: 0.0519, s1.acc: 96.0729, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0931, s2.loss_cls: 0.0264, s2.acc: 95.9318, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0449, loss: 0.8697 2022-09-18 23:52:27,616 - mmdet - INFO - Epoch [35][5500/7330] lr: 1.000e-06, eta: 2:01:11, time: 0.792, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1186, s0.acc: 95.5747, s0.loss_bbox: 0.2001, s0.loss_mask: 0.1765, s1.loss_cls: 0.0554, s1.acc: 95.8338, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0929, s2.loss_cls: 0.0279, s2.acc: 95.6359, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0451, loss: 0.8913 2022-09-18 23:53:06,983 - mmdet - INFO - Epoch [35][5550/7330] lr: 1.000e-06, eta: 2:00:31, time: 0.787, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1188, s0.acc: 95.6685, s0.loss_bbox: 0.1980, s0.loss_mask: 0.1806, s1.loss_cls: 0.0552, s1.acc: 95.8818, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0961, s2.loss_cls: 0.0280, s2.acc: 95.7514, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0462, loss: 0.8989 2022-09-18 23:53:46,334 - mmdet - INFO - Epoch [35][5600/7330] lr: 1.000e-06, eta: 1:59:51, time: 0.787, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1163, s0.acc: 95.7488, s0.loss_bbox: 0.1954, s0.loss_mask: 0.1813, s1.loss_cls: 0.0544, s1.acc: 95.9578, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0953, s2.loss_cls: 0.0273, s2.acc: 95.8480, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0462, loss: 0.8912 2022-09-18 23:54:25,968 - mmdet - INFO - Epoch [35][5650/7330] lr: 1.000e-06, eta: 1:59:12, time: 0.793, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1174, s0.acc: 95.6528, s0.loss_bbox: 0.1967, s0.loss_mask: 0.1735, s1.loss_cls: 0.0550, s1.acc: 95.8854, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0917, s2.loss_cls: 0.0281, s2.acc: 95.6802, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0444, loss: 0.8821 2022-09-18 23:55:05,246 - mmdet - INFO - Epoch [35][5700/7330] lr: 1.000e-06, eta: 1:58:32, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1148, s0.acc: 95.7642, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1824, s1.loss_cls: 0.0535, s1.acc: 95.9968, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0957, s2.loss_cls: 0.0272, s2.acc: 95.7997, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0464, loss: 0.8992 2022-09-18 23:55:44,547 - mmdet - INFO - Epoch [35][5750/7330] lr: 1.000e-06, eta: 1:57:52, time: 0.786, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1189, s0.acc: 95.7114, s0.loss_bbox: 0.1957, s0.loss_mask: 0.1759, s1.loss_cls: 0.0557, s1.acc: 95.8546, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0938, s2.loss_cls: 0.0278, s2.acc: 95.7298, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0455, loss: 0.8852 2022-09-18 23:56:24,085 - mmdet - INFO - Epoch [35][5800/7330] lr: 1.000e-06, eta: 1:57:12, time: 0.791, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1258, s0.acc: 95.3428, s0.loss_bbox: 0.2110, s0.loss_mask: 0.1875, s1.loss_cls: 0.0584, s1.acc: 95.5983, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0985, s2.loss_cls: 0.0297, s2.acc: 95.3995, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0476, loss: 0.9431 2022-09-18 23:57:03,378 - mmdet - INFO - Epoch [35][5850/7330] lr: 1.000e-06, eta: 1:56:32, time: 0.786, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1169, s0.acc: 95.6289, s0.loss_bbox: 0.1956, s0.loss_mask: 0.1794, s1.loss_cls: 0.0540, s1.acc: 95.8404, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0945, s2.loss_cls: 0.0275, s2.acc: 95.7215, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0455, loss: 0.8864 2022-09-18 23:57:42,755 - mmdet - INFO - Epoch [35][5900/7330] lr: 1.000e-06, eta: 1:55:52, time: 0.788, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1262, s0.acc: 95.3335, s0.loss_bbox: 0.2076, s0.loss_mask: 0.1865, s1.loss_cls: 0.0588, s1.acc: 95.5412, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0983, s2.loss_cls: 0.0297, s2.acc: 95.3790, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0475, loss: 0.9397 2022-09-18 23:58:21,997 - mmdet - INFO - Epoch [35][5950/7330] lr: 1.000e-06, eta: 1:55:13, time: 0.785, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1241, s0.acc: 95.4565, s0.loss_bbox: 0.2012, s0.loss_mask: 0.1837, s1.loss_cls: 0.0585, s1.acc: 95.6092, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0965, s2.loss_cls: 0.0294, s2.acc: 95.4999, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0467, loss: 0.9168 2022-09-18 23:59:01,359 - mmdet - INFO - Epoch [35][6000/7330] lr: 1.000e-06, eta: 1:54:33, time: 0.787, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1171, s0.acc: 95.6912, s0.loss_bbox: 0.2018, s0.loss_mask: 0.1829, s1.loss_cls: 0.0539, s1.acc: 95.9487, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0965, s2.loss_cls: 0.0277, s2.acc: 95.7592, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0467, loss: 0.9043 2022-09-18 23:59:41,048 - mmdet - INFO - Epoch [35][6050/7330] lr: 1.000e-06, eta: 1:53:53, time: 0.794, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1207, s0.acc: 95.4966, s0.loss_bbox: 0.2084, s0.loss_mask: 0.1825, s1.loss_cls: 0.0570, s1.acc: 95.7107, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0958, s2.loss_cls: 0.0289, s2.acc: 95.5817, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0465, loss: 0.9217 2022-09-19 00:00:20,525 - mmdet - INFO - Epoch [35][6100/7330] lr: 1.000e-06, eta: 1:53:13, time: 0.790, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1190, s0.acc: 95.6011, s0.loss_bbox: 0.2013, s0.loss_mask: 0.1782, s1.loss_cls: 0.0559, s1.acc: 95.7972, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0946, s2.loss_cls: 0.0287, s2.acc: 95.5988, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0458, loss: 0.9049 2022-09-19 00:00:59,976 - mmdet - INFO - Epoch [35][6150/7330] lr: 1.000e-06, eta: 1:52:34, time: 0.789, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1280, s0.acc: 95.3120, s0.loss_bbox: 0.2091, s0.loss_mask: 0.1856, s1.loss_cls: 0.0607, s1.acc: 95.4410, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0970, s2.loss_cls: 0.0306, s2.acc: 95.3966, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0470, loss: 0.9442 2022-09-19 00:01:39,425 - mmdet - INFO - Epoch [35][6200/7330] lr: 1.000e-06, eta: 1:51:54, time: 0.789, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1195, s0.acc: 95.5928, s0.loss_bbox: 0.1999, s0.loss_mask: 0.1827, s1.loss_cls: 0.0558, s1.acc: 95.7991, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0954, s2.loss_cls: 0.0281, s2.acc: 95.6582, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0463, loss: 0.9059 2022-09-19 00:02:18,986 - mmdet - INFO - Epoch [35][6250/7330] lr: 1.000e-06, eta: 1:51:14, time: 0.791, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1217, s0.acc: 95.4355, s0.loss_bbox: 0.2051, s0.loss_mask: 0.1831, s1.loss_cls: 0.0568, s1.acc: 95.6987, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0955, s2.loss_cls: 0.0288, s2.acc: 95.5032, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0462, loss: 0.9170 2022-09-19 00:02:58,382 - mmdet - INFO - Epoch [35][6300/7330] lr: 1.000e-06, eta: 1:50:34, time: 0.788, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1192, s0.acc: 95.6313, s0.loss_bbox: 0.1990, s0.loss_mask: 0.1813, s1.loss_cls: 0.0564, s1.acc: 95.7704, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0954, s2.loss_cls: 0.0286, s2.acc: 95.5502, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0461, loss: 0.9052 2022-09-19 00:03:38,003 - mmdet - INFO - Epoch [35][6350/7330] lr: 1.000e-06, eta: 1:49:55, time: 0.792, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1219, s0.acc: 95.4871, s0.loss_bbox: 0.1996, s0.loss_mask: 0.1839, s1.loss_cls: 0.0581, s1.acc: 95.5842, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0971, s2.loss_cls: 0.0297, s2.acc: 95.3458, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0469, loss: 0.9175 2022-09-19 00:04:17,172 - mmdet - INFO - Epoch [35][6400/7330] lr: 1.000e-06, eta: 1:49:15, time: 0.783, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1159, s0.acc: 95.7896, s0.loss_bbox: 0.1903, s0.loss_mask: 0.1737, s1.loss_cls: 0.0538, s1.acc: 95.9994, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0915, s2.loss_cls: 0.0274, s2.acc: 95.7962, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0444, loss: 0.8681 2022-09-19 00:04:56,645 - mmdet - INFO - Epoch [35][6450/7330] lr: 1.000e-06, eta: 1:48:35, time: 0.789, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1214, s0.acc: 95.5227, s0.loss_bbox: 0.2038, s0.loss_mask: 0.1870, s1.loss_cls: 0.0575, s1.acc: 95.6364, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0980, s2.loss_cls: 0.0288, s2.acc: 95.5014, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0474, loss: 0.9242 2022-09-19 00:05:35,934 - mmdet - INFO - Epoch [35][6500/7330] lr: 1.000e-06, eta: 1:47:55, time: 0.786, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1192, s0.acc: 95.5156, s0.loss_bbox: 0.2007, s0.loss_mask: 0.1836, s1.loss_cls: 0.0563, s1.acc: 95.7407, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0966, s2.loss_cls: 0.0287, s2.acc: 95.5745, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0466, loss: 0.9079 2022-09-19 00:06:15,116 - mmdet - INFO - Epoch [35][6550/7330] lr: 1.000e-06, eta: 1:47:15, time: 0.784, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1227, s0.acc: 95.4368, s0.loss_bbox: 0.1987, s0.loss_mask: 0.1822, s1.loss_cls: 0.0591, s1.acc: 95.5152, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0952, s2.loss_cls: 0.0301, s2.acc: 95.3772, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0461, loss: 0.9109 2022-09-19 00:06:54,541 - mmdet - INFO - Epoch [35][6600/7330] lr: 1.000e-06, eta: 1:46:35, time: 0.788, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1194, s0.acc: 95.5906, s0.loss_bbox: 0.2015, s0.loss_mask: 0.1821, s1.loss_cls: 0.0564, s1.acc: 95.7417, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0961, s2.loss_cls: 0.0287, s2.acc: 95.5477, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0465, loss: 0.9112 2022-09-19 00:07:33,461 - mmdet - INFO - Epoch [35][6650/7330] lr: 1.000e-06, eta: 1:45:55, time: 0.778, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0161, s0.loss_cls: 0.1152, s0.acc: 95.7712, s0.loss_bbox: 0.1950, s0.loss_mask: 0.1779, s1.loss_cls: 0.0539, s1.acc: 95.9510, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0934, s2.loss_cls: 0.0272, s2.acc: 95.8272, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0452, loss: 0.8810 2022-09-19 00:08:12,805 - mmdet - INFO - Epoch [35][6700/7330] lr: 1.000e-06, eta: 1:45:16, time: 0.787, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1217, s0.acc: 95.4736, s0.loss_bbox: 0.1997, s0.loss_mask: 0.1776, s1.loss_cls: 0.0568, s1.acc: 95.6883, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0940, s2.loss_cls: 0.0289, s2.acc: 95.5302, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0453, loss: 0.9046 2022-09-19 00:08:52,027 - mmdet - INFO - Epoch [35][6750/7330] lr: 1.000e-06, eta: 1:44:36, time: 0.784, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1175, s0.acc: 95.7002, s0.loss_bbox: 0.1938, s0.loss_mask: 0.1748, s1.loss_cls: 0.0556, s1.acc: 95.8867, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0929, s2.loss_cls: 0.0282, s2.acc: 95.6819, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0450, loss: 0.8836 2022-09-19 00:09:31,749 - mmdet - INFO - Epoch [35][6800/7330] lr: 1.000e-06, eta: 1:43:56, time: 0.794, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1167, s0.acc: 95.6621, s0.loss_bbox: 0.1983, s0.loss_mask: 0.1788, s1.loss_cls: 0.0543, s1.acc: 95.9325, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0947, s2.loss_cls: 0.0275, s2.acc: 95.7720, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0458, loss: 0.8920 2022-09-19 00:10:11,021 - mmdet - INFO - Epoch [35][6850/7330] lr: 1.000e-06, eta: 1:43:16, time: 0.785, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1195, s0.acc: 95.5718, s0.loss_bbox: 0.1989, s0.loss_mask: 0.1827, s1.loss_cls: 0.0567, s1.acc: 95.7936, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0971, s2.loss_cls: 0.0285, s2.acc: 95.6478, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0470, loss: 0.9077 2022-09-19 00:10:50,268 - mmdet - INFO - Epoch [35][6900/7330] lr: 1.000e-06, eta: 1:42:36, time: 0.785, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1113, s0.acc: 95.8411, s0.loss_bbox: 0.1894, s0.loss_mask: 0.1780, s1.loss_cls: 0.0526, s1.acc: 95.9993, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0939, s2.loss_cls: 0.0268, s2.acc: 95.8118, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0458, loss: 0.8662 2022-09-19 00:11:29,664 - mmdet - INFO - Epoch [35][6950/7330] lr: 1.000e-06, eta: 1:41:57, time: 0.788, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1205, s0.acc: 95.5127, s0.loss_bbox: 0.1977, s0.loss_mask: 0.1855, s1.loss_cls: 0.0569, s1.acc: 95.6907, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0972, s2.loss_cls: 0.0287, s2.acc: 95.5272, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0473, loss: 0.9110 2022-09-19 00:12:09,123 - mmdet - INFO - Epoch [35][7000/7330] lr: 1.000e-06, eta: 1:41:17, time: 0.789, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1207, s0.acc: 95.5488, s0.loss_bbox: 0.2027, s0.loss_mask: 0.1844, s1.loss_cls: 0.0568, s1.acc: 95.7278, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0962, s2.loss_cls: 0.0286, s2.acc: 95.6613, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0463, loss: 0.9147 2022-09-19 00:12:48,182 - mmdet - INFO - Epoch [35][7050/7330] lr: 1.000e-06, eta: 1:40:37, time: 0.781, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1236, s0.acc: 95.4578, s0.loss_bbox: 0.2001, s0.loss_mask: 0.1828, s1.loss_cls: 0.0581, s1.acc: 95.6605, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0960, s2.loss_cls: 0.0294, s2.acc: 95.3797, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0463, loss: 0.9150 2022-09-19 00:13:27,809 - mmdet - INFO - Epoch [35][7100/7330] lr: 1.000e-06, eta: 1:39:57, time: 0.792, data_time: 0.010, memory: 12725, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1258, s0.acc: 95.4502, s0.loss_bbox: 0.2050, s0.loss_mask: 0.1867, s1.loss_cls: 0.0587, s1.acc: 95.6048, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0983, s2.loss_cls: 0.0298, s2.acc: 95.4202, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0477, loss: 0.9356 2022-09-19 00:14:07,078 - mmdet - INFO - Epoch [35][7150/7330] lr: 1.000e-06, eta: 1:39:18, time: 0.785, data_time: 0.007, memory: 12725, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1187, s0.acc: 95.5886, s0.loss_bbox: 0.1992, s0.loss_mask: 0.1808, s1.loss_cls: 0.0556, s1.acc: 95.7702, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0962, s2.loss_cls: 0.0284, s2.acc: 95.5498, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0469, loss: 0.9023 2022-09-19 00:14:46,649 - mmdet - INFO - Epoch [35][7200/7330] lr: 1.000e-06, eta: 1:38:38, time: 0.791, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1208, s0.acc: 95.5342, s0.loss_bbox: 0.2047, s0.loss_mask: 0.1768, s1.loss_cls: 0.0568, s1.acc: 95.7332, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0927, s2.loss_cls: 0.0293, s2.acc: 95.4625, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0450, loss: 0.9096 2022-09-19 00:15:26,105 - mmdet - INFO - Epoch [35][7250/7330] lr: 1.000e-06, eta: 1:37:58, time: 0.789, data_time: 0.009, memory: 12725, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1199, s0.acc: 95.5754, s0.loss_bbox: 0.1997, s0.loss_mask: 0.1834, s1.loss_cls: 0.0563, s1.acc: 95.7651, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0959, s2.loss_cls: 0.0287, s2.acc: 95.5880, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0464, loss: 0.9091 2022-09-19 00:16:05,073 - mmdet - INFO - Epoch [35][7300/7330] lr: 1.000e-06, eta: 1:37:18, time: 0.779, data_time: 0.008, memory: 12725, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1138, s0.acc: 95.7966, s0.loss_bbox: 0.1935, s0.loss_mask: 0.1803, s1.loss_cls: 0.0542, s1.acc: 95.9163, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0942, s2.loss_cls: 0.0276, s2.acc: 95.6936, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0451, loss: 0.8818 2022-09-19 00:16:38,327 - mmdet - INFO - Saving checkpoint at 35 epochs 2022-09-19 00:18:08,537 - mmdet - INFO - Evaluating bbox... 2022-09-19 00:18:40,300 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.520 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.706 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.564 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.358 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.550 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.677 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.476 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 ] = 0.792 2022-09-19 00:18:40,301 - mmdet - INFO - Evaluating segm... 2022-09-19 00:19:17,336 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.448 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.680 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.485 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 ] = 0.476 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.636 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 ] = 0.389 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.717 2022-09-19 00:19:17,950 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-19 00:19:17,951 - mmdet - INFO - Epoch(val) [35][313] bbox_mAP: 0.5200, bbox_mAP_50: 0.7060, bbox_mAP_75: 0.5640, bbox_mAP_s: 0.3580, bbox_mAP_m: 0.5500, bbox_mAP_l: 0.6770, bbox_mAP_copypaste: 0.520 0.706 0.564 0.358 0.550 0.677, segm_mAP: 0.4480, segm_mAP_50: 0.6800, segm_mAP_75: 0.4850, segm_mAP_s: 0.2600, segm_mAP_m: 0.4760, segm_mAP_l: 0.6360, segm_mAP_copypaste: 0.448 0.680 0.485 0.260 0.476 0.636 2022-09-19 00:20:46,652 - mmdet - INFO - Epoch [36][50/7330] lr: 1.000e-06, eta: 1:36:23, time: 1.773, data_time: 0.934, memory: 12725, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1146, s0.acc: 95.7690, s0.loss_bbox: 0.1933, s0.loss_mask: 0.1767, s1.loss_cls: 0.0541, s1.acc: 95.9530, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0933, s2.loss_cls: 0.0278, s2.acc: 95.7314, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0451, loss: 0.8764 2022-09-19 00:21:29,210 - mmdet - INFO - Epoch [36][100/7330] lr: 1.000e-06, eta: 1:35:44, time: 0.851, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0161, s0.loss_cls: 0.1150, s0.acc: 95.7869, s0.loss_bbox: 0.1956, s0.loss_mask: 0.1737, s1.loss_cls: 0.0541, s1.acc: 95.9246, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0924, s2.loss_cls: 0.0277, s2.acc: 95.7240, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0446, loss: 0.8784 2022-09-19 00:22:09,262 - mmdet - INFO - Epoch [36][150/7330] lr: 1.000e-06, eta: 1:35:05, time: 0.801, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0153, s0.loss_cls: 0.1152, s0.acc: 95.7500, s0.loss_bbox: 0.1921, s0.loss_mask: 0.1774, s1.loss_cls: 0.0540, s1.acc: 95.8848, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0937, s2.loss_cls: 0.0273, s2.acc: 95.7543, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0453, loss: 0.8738 2022-09-19 00:22:49,317 - mmdet - INFO - Epoch [36][200/7330] lr: 1.000e-06, eta: 1:34:25, time: 0.801, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1246, s0.acc: 95.4165, s0.loss_bbox: 0.2096, s0.loss_mask: 0.1832, s1.loss_cls: 0.0589, s1.acc: 95.5922, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0963, s2.loss_cls: 0.0298, s2.acc: 95.3782, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0463, loss: 0.9343 2022-09-19 00:23:28,939 - mmdet - INFO - Epoch [36][250/7330] lr: 1.000e-06, eta: 1:33:45, time: 0.792, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1149, s0.acc: 95.7654, s0.loss_bbox: 0.1929, s0.loss_mask: 0.1788, s1.loss_cls: 0.0541, s1.acc: 95.8899, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0941, s2.loss_cls: 0.0278, s2.acc: 95.6027, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0455, loss: 0.8796 2022-09-19 00:24:08,899 - mmdet - INFO - Epoch [36][300/7330] lr: 1.000e-06, eta: 1:33:06, time: 0.799, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1215, s0.acc: 95.5979, s0.loss_bbox: 0.2024, s0.loss_mask: 0.1820, s1.loss_cls: 0.0580, s1.acc: 95.7329, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0950, s2.loss_cls: 0.0287, s2.acc: 95.7106, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0459, loss: 0.9126 2022-09-19 00:24:48,553 - mmdet - INFO - Epoch [36][350/7330] lr: 1.000e-06, eta: 1:32:26, time: 0.793, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1235, s0.acc: 95.4766, s0.loss_bbox: 0.2037, s0.loss_mask: 0.1814, s1.loss_cls: 0.0582, s1.acc: 95.6337, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0955, s2.loss_cls: 0.0289, s2.acc: 95.4886, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0461, loss: 0.9184 2022-09-19 00:25:28,127 - mmdet - INFO - Epoch [36][400/7330] lr: 1.000e-06, eta: 1:31:46, time: 0.792, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1127, s0.acc: 95.8083, s0.loss_bbox: 0.1943, s0.loss_mask: 0.1766, s1.loss_cls: 0.0522, s1.acc: 96.0119, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0933, s2.loss_cls: 0.0269, s2.acc: 95.8188, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0453, loss: 0.8739 2022-09-19 00:26:07,635 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-19 00:26:07,635 - mmdet - INFO - Epoch [36][450/7330] lr: 1.000e-06, eta: 1:31:06, time: 0.790, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1149, s0.acc: 95.6860, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1798, s1.loss_cls: 0.0552, s1.acc: 95.8287, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0942, s2.loss_cls: 0.0279, s2.acc: 95.6129, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0456, loss: 0.8898 2022-09-19 00:26:46,804 - mmdet - INFO - Epoch [36][500/7330] lr: 1.000e-06, eta: 1:30:26, time: 0.783, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1165, s0.acc: 95.6389, s0.loss_bbox: 0.1942, s0.loss_mask: 0.1785, s1.loss_cls: 0.0549, s1.acc: 95.8039, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0942, s2.loss_cls: 0.0277, s2.acc: 95.6829, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0454, loss: 0.8866 2022-09-19 00:27:26,263 - mmdet - INFO - Epoch [36][550/7330] lr: 1.000e-06, eta: 1:29:47, time: 0.789, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1149, s0.acc: 95.7935, s0.loss_bbox: 0.1939, s0.loss_mask: 0.1751, s1.loss_cls: 0.0542, s1.acc: 95.9634, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0931, s2.loss_cls: 0.0277, s2.acc: 95.7318, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0453, loss: 0.8767 2022-09-19 00:28:05,313 - mmdet - INFO - Epoch [36][600/7330] lr: 1.000e-06, eta: 1:29:07, time: 0.781, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1229, s0.acc: 95.4424, s0.loss_bbox: 0.2021, s0.loss_mask: 0.1845, s1.loss_cls: 0.0589, s1.acc: 95.4740, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0972, s2.loss_cls: 0.0300, s2.acc: 95.3085, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0473, loss: 0.9246 2022-09-19 00:28:44,652 - mmdet - INFO - Epoch [36][650/7330] lr: 1.000e-06, eta: 1:28:27, time: 0.787, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0155, s0.loss_cls: 0.1086, s0.acc: 96.0703, s0.loss_bbox: 0.1821, s0.loss_mask: 0.1718, s1.loss_cls: 0.0506, s1.acc: 96.2830, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0915, s2.loss_cls: 0.0257, s2.acc: 96.1504, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0443, loss: 0.8385 2022-09-19 00:29:24,464 - mmdet - INFO - Epoch [36][700/7330] lr: 1.000e-06, eta: 1:27:47, time: 0.796, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1205, s0.acc: 95.4888, s0.loss_bbox: 0.2013, s0.loss_mask: 0.1811, s1.loss_cls: 0.0570, s1.acc: 95.6331, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0953, s2.loss_cls: 0.0293, s2.acc: 95.3304, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0459, loss: 0.9103 2022-09-19 00:30:04,185 - mmdet - INFO - Epoch [36][750/7330] lr: 1.000e-06, eta: 1:27:07, time: 0.795, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1188, s0.acc: 95.5789, s0.loss_bbox: 0.2077, s0.loss_mask: 0.1811, s1.loss_cls: 0.0559, s1.acc: 95.7656, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0949, s2.loss_cls: 0.0289, s2.acc: 95.4762, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0460, loss: 0.9174 2022-09-19 00:30:43,862 - mmdet - INFO - Epoch [36][800/7330] lr: 1.000e-06, eta: 1:26:28, time: 0.794, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1227, s0.acc: 95.5212, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1827, s1.loss_cls: 0.0576, s1.acc: 95.6825, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0956, s2.loss_cls: 0.0290, s2.acc: 95.5030, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0460, loss: 0.9146 2022-09-19 00:31:23,455 - mmdet - INFO - Epoch [36][850/7330] lr: 1.000e-06, eta: 1:25:48, time: 0.792, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1171, s0.acc: 95.6450, s0.loss_bbox: 0.2009, s0.loss_mask: 0.1865, s1.loss_cls: 0.0555, s1.acc: 95.7764, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0967, s2.loss_cls: 0.0283, s2.acc: 95.6232, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0465, loss: 0.9092 2022-09-19 00:32:03,105 - mmdet - INFO - Epoch [36][900/7330] lr: 1.000e-06, eta: 1:25:08, time: 0.793, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1179, s0.acc: 95.5964, s0.loss_bbox: 0.1970, s0.loss_mask: 0.1807, s1.loss_cls: 0.0562, s1.acc: 95.7160, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0953, s2.loss_cls: 0.0286, s2.acc: 95.5607, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0461, loss: 0.8967 2022-09-19 00:32:42,798 - mmdet - INFO - Epoch [36][950/7330] lr: 1.000e-06, eta: 1:24:28, time: 0.794, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1176, s0.acc: 95.5676, s0.loss_bbox: 0.2070, s0.loss_mask: 0.1862, s1.loss_cls: 0.0554, s1.acc: 95.7237, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0969, s2.loss_cls: 0.0280, s2.acc: 95.6043, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0465, loss: 0.9194 2022-09-19 00:33:22,483 - mmdet - INFO - Epoch [36][1000/7330] lr: 1.000e-06, eta: 1:23:49, time: 0.794, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1224, s0.acc: 95.4507, s0.loss_bbox: 0.2018, s0.loss_mask: 0.1808, s1.loss_cls: 0.0583, s1.acc: 95.6578, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0949, s2.loss_cls: 0.0298, s2.acc: 95.4268, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0458, loss: 0.9120 2022-09-19 00:34:01,605 - mmdet - INFO - Epoch [36][1050/7330] lr: 1.000e-06, eta: 1:23:09, time: 0.783, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1151, s0.acc: 95.7673, s0.loss_bbox: 0.1894, s0.loss_mask: 0.1768, s1.loss_cls: 0.0540, s1.acc: 96.0246, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0943, s2.loss_cls: 0.0273, s2.acc: 95.8620, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0456, loss: 0.8745 2022-09-19 00:34:41,065 - mmdet - INFO - Epoch [36][1100/7330] lr: 1.000e-06, eta: 1:22:29, time: 0.789, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1208, s0.acc: 95.6055, s0.loss_bbox: 0.2051, s0.loss_mask: 0.1863, s1.loss_cls: 0.0569, s1.acc: 95.7723, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0975, s2.loss_cls: 0.0286, s2.acc: 95.6215, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0468, loss: 0.9226 2022-09-19 00:35:20,339 - mmdet - INFO - Epoch [36][1150/7330] lr: 1.000e-06, eta: 1:21:49, time: 0.785, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0156, s0.loss_cls: 0.1057, s0.acc: 96.0886, s0.loss_bbox: 0.1846, s0.loss_mask: 0.1732, s1.loss_cls: 0.0502, s1.acc: 96.2706, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0916, s2.loss_cls: 0.0258, s2.acc: 96.0824, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0446, loss: 0.8392 2022-09-19 00:35:59,661 - mmdet - INFO - Epoch [36][1200/7330] lr: 1.000e-06, eta: 1:21:09, time: 0.787, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0154, s0.loss_cls: 0.1159, s0.acc: 95.7390, s0.loss_bbox: 0.1965, s0.loss_mask: 0.1806, s1.loss_cls: 0.0541, s1.acc: 95.9941, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0952, s2.loss_cls: 0.0278, s2.acc: 95.7162, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0460, loss: 0.8871 2022-09-19 00:36:39,279 - mmdet - INFO - Epoch [36][1250/7330] lr: 1.000e-06, eta: 1:20:30, time: 0.792, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1174, s0.acc: 95.6396, s0.loss_bbox: 0.2001, s0.loss_mask: 0.1797, s1.loss_cls: 0.0559, s1.acc: 95.7674, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0947, s2.loss_cls: 0.0285, s2.acc: 95.5916, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0455, loss: 0.8990 2022-09-19 00:37:18,469 - mmdet - INFO - Epoch [36][1300/7330] lr: 1.000e-06, eta: 1:19:50, time: 0.784, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1139, s0.acc: 95.7637, s0.loss_bbox: 0.2019, s0.loss_mask: 0.1861, s1.loss_cls: 0.0534, s1.acc: 95.9331, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0982, s2.loss_cls: 0.0278, s2.acc: 95.6482, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0471, loss: 0.9036 2022-09-19 00:37:57,951 - mmdet - INFO - Epoch [36][1350/7330] lr: 1.000e-06, eta: 1:19:10, time: 0.790, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1225, s0.acc: 95.4788, s0.loss_bbox: 0.1992, s0.loss_mask: 0.1783, s1.loss_cls: 0.0571, s1.acc: 95.7304, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0942, s2.loss_cls: 0.0286, s2.acc: 95.5828, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0457, loss: 0.9004 2022-09-19 00:38:37,060 - mmdet - INFO - Epoch [36][1400/7330] lr: 1.000e-06, eta: 1:18:30, time: 0.782, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1083, s0.acc: 95.9380, s0.loss_bbox: 0.1911, s0.loss_mask: 0.1805, s1.loss_cls: 0.0508, s1.acc: 96.1168, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0948, s2.loss_cls: 0.0258, s2.acc: 95.9799, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0459, loss: 0.8662 2022-09-19 00:39:16,547 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-19 00:39:16,547 - mmdet - INFO - Epoch [36][1450/7330] lr: 1.000e-06, eta: 1:17:50, time: 0.790, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1150, s0.acc: 95.7207, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1809, s1.loss_cls: 0.0529, s1.acc: 95.9812, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0956, s2.loss_cls: 0.0270, s2.acc: 95.8200, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0466, loss: 0.8914 2022-09-19 00:39:56,243 - mmdet - INFO - Epoch [36][1500/7330] lr: 1.000e-06, eta: 1:17:11, time: 0.794, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1216, s0.acc: 95.4160, s0.loss_bbox: 0.2053, s0.loss_mask: 0.1827, s1.loss_cls: 0.0576, s1.acc: 95.6352, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0967, s2.loss_cls: 0.0293, s2.acc: 95.3941, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0466, loss: 0.9225 2022-09-19 00:40:36,013 - mmdet - INFO - Epoch [36][1550/7330] lr: 1.000e-06, eta: 1:16:31, time: 0.795, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1185, s0.acc: 95.5393, s0.loss_bbox: 0.2012, s0.loss_mask: 0.1809, s1.loss_cls: 0.0556, s1.acc: 95.7113, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0952, s2.loss_cls: 0.0283, s2.acc: 95.5820, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0461, loss: 0.9051 2022-09-19 00:41:15,317 - mmdet - INFO - Epoch [36][1600/7330] lr: 1.000e-06, eta: 1:15:51, time: 0.786, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1202, s0.acc: 95.5703, s0.loss_bbox: 0.2062, s0.loss_mask: 0.1831, s1.loss_cls: 0.0571, s1.acc: 95.6832, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0961, s2.loss_cls: 0.0290, s2.acc: 95.4798, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0465, loss: 0.9191 2022-09-19 00:41:54,492 - mmdet - INFO - Epoch [36][1650/7330] lr: 1.000e-06, eta: 1:15:11, time: 0.783, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1231, s0.acc: 95.5022, s0.loss_bbox: 0.2027, s0.loss_mask: 0.1832, s1.loss_cls: 0.0581, s1.acc: 95.6430, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0960, s2.loss_cls: 0.0293, s2.acc: 95.4458, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0466, loss: 0.9149 2022-09-19 00:42:33,887 - mmdet - INFO - Epoch [36][1700/7330] lr: 1.000e-06, eta: 1:14:31, time: 0.788, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1146, s0.acc: 95.7224, s0.loss_bbox: 0.1978, s0.loss_mask: 0.1764, s1.loss_cls: 0.0538, s1.acc: 95.9075, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0931, s2.loss_cls: 0.0277, s2.acc: 95.6808, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0451, loss: 0.8840 2022-09-19 00:43:13,190 - mmdet - INFO - Epoch [36][1750/7330] lr: 1.000e-06, eta: 1:13:52, time: 0.786, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1133, s0.acc: 95.7944, s0.loss_bbox: 0.1989, s0.loss_mask: 0.1829, s1.loss_cls: 0.0530, s1.acc: 95.9825, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0961, s2.loss_cls: 0.0268, s2.acc: 95.8918, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0466, loss: 0.8953 2022-09-19 00:43:52,512 - mmdet - INFO - Epoch [36][1800/7330] lr: 1.000e-06, eta: 1:13:12, time: 0.786, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1155, s0.acc: 95.7056, s0.loss_bbox: 0.1952, s0.loss_mask: 0.1793, s1.loss_cls: 0.0533, s1.acc: 95.9102, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0956, s2.loss_cls: 0.0275, s2.acc: 95.7336, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0465, loss: 0.8890 2022-09-19 00:44:32,232 - mmdet - INFO - Epoch [36][1850/7330] lr: 1.000e-06, eta: 1:12:32, time: 0.794, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1239, s0.acc: 95.3850, s0.loss_bbox: 0.2072, s0.loss_mask: 0.1853, s1.loss_cls: 0.0581, s1.acc: 95.5608, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0965, s2.loss_cls: 0.0291, s2.acc: 95.4318, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0467, loss: 0.9301 2022-09-19 00:45:11,583 - mmdet - INFO - Epoch [36][1900/7330] lr: 1.000e-06, eta: 1:11:52, time: 0.787, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1145, s0.acc: 95.7451, s0.loss_bbox: 0.1990, s0.loss_mask: 0.1772, s1.loss_cls: 0.0534, s1.acc: 95.9414, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0935, s2.loss_cls: 0.0271, s2.acc: 95.7373, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0452, loss: 0.8837 2022-09-19 00:45:50,999 - mmdet - INFO - Epoch [36][1950/7330] lr: 1.000e-06, eta: 1:11:13, time: 0.788, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1223, s0.acc: 95.4922, s0.loss_bbox: 0.2057, s0.loss_mask: 0.1872, s1.loss_cls: 0.0576, s1.acc: 95.6375, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0983, s2.loss_cls: 0.0290, s2.acc: 95.4803, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0474, loss: 0.9292 2022-09-19 00:46:30,547 - mmdet - INFO - Epoch [36][2000/7330] lr: 1.000e-06, eta: 1:10:33, time: 0.791, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1188, s0.acc: 95.6040, s0.loss_bbox: 0.1984, s0.loss_mask: 0.1830, s1.loss_cls: 0.0571, s1.acc: 95.6964, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0972, s2.loss_cls: 0.0289, s2.acc: 95.5094, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0467, loss: 0.9058 2022-09-19 00:47:09,916 - mmdet - INFO - Epoch [36][2050/7330] lr: 1.000e-06, eta: 1:09:53, time: 0.787, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1183, s0.acc: 95.5935, s0.loss_bbox: 0.2002, s0.loss_mask: 0.1784, s1.loss_cls: 0.0556, s1.acc: 95.7663, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0950, s2.loss_cls: 0.0279, s2.acc: 95.6331, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0460, loss: 0.9015 2022-09-19 00:47:49,170 - mmdet - INFO - Epoch [36][2100/7330] lr: 1.000e-06, eta: 1:09:13, time: 0.785, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1165, s0.acc: 95.7471, s0.loss_bbox: 0.1958, s0.loss_mask: 0.1795, s1.loss_cls: 0.0547, s1.acc: 95.9125, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0960, s2.loss_cls: 0.0278, s2.acc: 95.7885, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0469, loss: 0.8930 2022-09-19 00:48:28,539 - mmdet - INFO - Epoch [36][2150/7330] lr: 1.000e-06, eta: 1:08:33, time: 0.787, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1204, s0.acc: 95.5854, s0.loss_bbox: 0.2012, s0.loss_mask: 0.1789, s1.loss_cls: 0.0564, s1.acc: 95.7977, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0953, s2.loss_cls: 0.0292, s2.acc: 95.5766, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0463, loss: 0.9075 2022-09-19 00:49:08,025 - mmdet - INFO - Epoch [36][2200/7330] lr: 1.000e-06, eta: 1:07:54, time: 0.790, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1142, s0.acc: 95.7195, s0.loss_bbox: 0.1997, s0.loss_mask: 0.1807, s1.loss_cls: 0.0536, s1.acc: 95.9622, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0961, s2.loss_cls: 0.0272, s2.acc: 95.7836, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0465, loss: 0.8936 2022-09-19 00:49:47,501 - mmdet - INFO - Epoch [36][2250/7330] lr: 1.000e-06, eta: 1:07:14, time: 0.790, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1161, s0.acc: 95.7144, s0.loss_bbox: 0.1999, s0.loss_mask: 0.1801, s1.loss_cls: 0.0540, s1.acc: 95.8542, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0948, s2.loss_cls: 0.0274, s2.acc: 95.6679, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0457, loss: 0.8979 2022-09-19 00:50:26,672 - mmdet - INFO - Epoch [36][2300/7330] lr: 1.000e-06, eta: 1:06:34, time: 0.783, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1198, s0.acc: 95.5493, s0.loss_bbox: 0.2016, s0.loss_mask: 0.1813, s1.loss_cls: 0.0562, s1.acc: 95.7365, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0951, s2.loss_cls: 0.0283, s2.acc: 95.6278, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0463, loss: 0.9052 2022-09-19 00:51:06,401 - mmdet - INFO - Epoch [36][2350/7330] lr: 1.000e-06, eta: 1:05:54, time: 0.795, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1232, s0.acc: 95.4783, s0.loss_bbox: 0.2091, s0.loss_mask: 0.1889, s1.loss_cls: 0.0575, s1.acc: 95.6857, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0977, s2.loss_cls: 0.0291, s2.acc: 95.5517, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0471, loss: 0.9367 2022-09-19 00:51:45,577 - mmdet - INFO - Epoch [36][2400/7330] lr: 1.000e-06, eta: 1:05:15, time: 0.783, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1125, s0.acc: 95.8042, s0.loss_bbox: 0.1947, s0.loss_mask: 0.1764, s1.loss_cls: 0.0532, s1.acc: 96.0223, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0931, s2.loss_cls: 0.0268, s2.acc: 95.7805, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0453, loss: 0.8722 2022-09-19 00:52:25,011 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-19 00:52:25,012 - mmdet - INFO - Epoch [36][2450/7330] lr: 1.000e-06, eta: 1:04:35, time: 0.789, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1190, s0.acc: 95.5715, s0.loss_bbox: 0.1969, s0.loss_mask: 0.1791, s1.loss_cls: 0.0553, s1.acc: 95.8077, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0947, s2.loss_cls: 0.0279, s2.acc: 95.6727, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0461, loss: 0.8953 2022-09-19 00:53:04,401 - mmdet - INFO - Epoch [36][2500/7330] lr: 1.000e-06, eta: 1:03:55, time: 0.788, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1165, s0.acc: 95.6790, s0.loss_bbox: 0.1939, s0.loss_mask: 0.1785, s1.loss_cls: 0.0537, s1.acc: 95.9302, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0947, s2.loss_cls: 0.0276, s2.acc: 95.7525, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0460, loss: 0.8830 2022-09-19 00:53:43,691 - mmdet - INFO - Epoch [36][2550/7330] lr: 1.000e-06, eta: 1:03:15, time: 0.786, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1179, s0.acc: 95.5742, s0.loss_bbox: 0.2005, s0.loss_mask: 0.1828, s1.loss_cls: 0.0570, s1.acc: 95.7020, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0961, s2.loss_cls: 0.0291, s2.acc: 95.4846, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0463, loss: 0.9076 2022-09-19 00:54:23,198 - mmdet - INFO - Epoch [36][2600/7330] lr: 1.000e-06, eta: 1:02:35, time: 0.790, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1215, s0.acc: 95.5515, s0.loss_bbox: 0.1995, s0.loss_mask: 0.1792, s1.loss_cls: 0.0576, s1.acc: 95.6541, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0942, s2.loss_cls: 0.0287, s2.acc: 95.5161, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0456, loss: 0.9018 2022-09-19 00:55:02,749 - mmdet - INFO - Epoch [36][2650/7330] lr: 1.000e-06, eta: 1:01:56, time: 0.791, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1238, s0.acc: 95.4314, s0.loss_bbox: 0.2027, s0.loss_mask: 0.1789, s1.loss_cls: 0.0579, s1.acc: 95.6508, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0937, s2.loss_cls: 0.0293, s2.acc: 95.5839, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0454, loss: 0.9124 2022-09-19 00:55:41,934 - mmdet - INFO - Epoch [36][2700/7330] lr: 1.000e-06, eta: 1:01:16, time: 0.784, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1176, s0.acc: 95.6782, s0.loss_bbox: 0.1983, s0.loss_mask: 0.1813, s1.loss_cls: 0.0553, s1.acc: 95.8941, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0957, s2.loss_cls: 0.0278, s2.acc: 95.7919, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0465, loss: 0.8995 2022-09-19 00:56:20,920 - mmdet - INFO - Epoch [36][2750/7330] lr: 1.000e-06, eta: 1:00:36, time: 0.780, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1171, s0.acc: 95.6426, s0.loss_bbox: 0.1955, s0.loss_mask: 0.1779, s1.loss_cls: 0.0557, s1.acc: 95.8412, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0939, s2.loss_cls: 0.0282, s2.acc: 95.6703, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0453, loss: 0.8862 2022-09-19 00:57:00,343 - mmdet - INFO - Epoch [36][2800/7330] lr: 1.000e-06, eta: 0:59:56, time: 0.788, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1195, s0.acc: 95.4919, s0.loss_bbox: 0.2070, s0.loss_mask: 0.1856, s1.loss_cls: 0.0571, s1.acc: 95.5919, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0977, s2.loss_cls: 0.0288, s2.acc: 95.4702, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0470, loss: 0.9245 2022-09-19 00:57:39,724 - mmdet - INFO - Epoch [36][2850/7330] lr: 1.000e-06, eta: 0:59:17, time: 0.788, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1204, s0.acc: 95.4990, s0.loss_bbox: 0.2029, s0.loss_mask: 0.1779, s1.loss_cls: 0.0563, s1.acc: 95.6747, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0935, s2.loss_cls: 0.0290, s2.acc: 95.4619, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0453, loss: 0.9080 2022-09-19 00:58:19,303 - mmdet - INFO - Epoch [36][2900/7330] lr: 1.000e-06, eta: 0:58:37, time: 0.792, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1238, s0.acc: 95.4883, s0.loss_bbox: 0.2035, s0.loss_mask: 0.1796, s1.loss_cls: 0.0584, s1.acc: 95.6771, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0948, s2.loss_cls: 0.0296, s2.acc: 95.5366, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0459, loss: 0.9161 2022-09-19 00:58:58,207 - mmdet - INFO - Epoch [36][2950/7330] lr: 1.000e-06, eta: 0:57:57, time: 0.778, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1204, s0.acc: 95.5259, s0.loss_bbox: 0.1981, s0.loss_mask: 0.1785, s1.loss_cls: 0.0566, s1.acc: 95.7368, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0942, s2.loss_cls: 0.0290, s2.acc: 95.4499, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0453, loss: 0.8969 2022-09-19 00:59:37,366 - mmdet - INFO - Epoch [36][3000/7330] lr: 1.000e-06, eta: 0:57:17, time: 0.783, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1125, s0.acc: 95.8193, s0.loss_bbox: 0.1909, s0.loss_mask: 0.1794, s1.loss_cls: 0.0526, s1.acc: 95.9818, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0953, s2.loss_cls: 0.0264, s2.acc: 95.8865, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0459, loss: 0.8743 2022-09-19 01:00:16,727 - mmdet - INFO - Epoch [36][3050/7330] lr: 1.000e-06, eta: 0:56:37, time: 0.787, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1154, s0.acc: 95.6633, s0.loss_bbox: 0.1956, s0.loss_mask: 0.1780, s1.loss_cls: 0.0543, s1.acc: 95.8132, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0937, s2.loss_cls: 0.0273, s2.acc: 95.6397, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0454, loss: 0.8826 2022-09-19 01:00:55,917 - mmdet - INFO - Epoch [36][3100/7330] lr: 1.000e-06, eta: 0:55:58, time: 0.784, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1230, s0.acc: 95.4133, s0.loss_bbox: 0.2111, s0.loss_mask: 0.1859, s1.loss_cls: 0.0583, s1.acc: 95.5680, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0977, s2.loss_cls: 0.0298, s2.acc: 95.3879, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0470, loss: 0.9365 2022-09-19 01:01:35,075 - mmdet - INFO - Epoch [36][3150/7330] lr: 1.000e-06, eta: 0:55:18, time: 0.783, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1125, s0.acc: 95.8289, s0.loss_bbox: 0.1912, s0.loss_mask: 0.1783, s1.loss_cls: 0.0529, s1.acc: 96.0078, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0946, s2.loss_cls: 0.0264, s2.acc: 95.8936, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0459, loss: 0.8717 2022-09-19 01:02:14,716 - mmdet - INFO - Epoch [36][3200/7330] lr: 1.000e-06, eta: 0:54:38, time: 0.793, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1185, s0.acc: 95.6531, s0.loss_bbox: 0.2020, s0.loss_mask: 0.1841, s1.loss_cls: 0.0554, s1.acc: 95.8741, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0970, s2.loss_cls: 0.0283, s2.acc: 95.6422, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0471, loss: 0.9119 2022-09-19 01:02:54,289 - mmdet - INFO - Epoch [36][3250/7330] lr: 1.000e-06, eta: 0:53:59, time: 0.792, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1167, s0.acc: 95.6501, s0.loss_bbox: 0.1957, s0.loss_mask: 0.1806, s1.loss_cls: 0.0551, s1.acc: 95.8242, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0951, s2.loss_cls: 0.0284, s2.acc: 95.6891, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0462, loss: 0.8916 2022-09-19 01:03:33,731 - mmdet - INFO - Epoch [36][3300/7330] lr: 1.000e-06, eta: 0:53:19, time: 0.789, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1166, s0.acc: 95.6426, s0.loss_bbox: 0.2018, s0.loss_mask: 0.1826, s1.loss_cls: 0.0546, s1.acc: 95.8317, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0960, s2.loss_cls: 0.0281, s2.acc: 95.6419, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0463, loss: 0.9047 2022-09-19 01:04:13,569 - mmdet - INFO - Epoch [36][3350/7330] lr: 1.000e-06, eta: 0:52:39, time: 0.797, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1216, s0.acc: 95.5137, s0.loss_bbox: 0.2095, s0.loss_mask: 0.1828, s1.loss_cls: 0.0566, s1.acc: 95.7900, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0964, s2.loss_cls: 0.0287, s2.acc: 95.5448, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0468, loss: 0.9268 2022-09-19 01:04:52,952 - mmdet - INFO - Epoch [36][3400/7330] lr: 1.000e-06, eta: 0:51:59, time: 0.788, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1195, s0.acc: 95.5188, s0.loss_bbox: 0.2046, s0.loss_mask: 0.1845, s1.loss_cls: 0.0567, s1.acc: 95.6825, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0977, s2.loss_cls: 0.0289, s2.acc: 95.4743, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0470, loss: 0.9198 2022-09-19 01:05:32,519 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-19 01:05:32,519 - mmdet - INFO - Epoch [36][3450/7330] lr: 1.000e-06, eta: 0:51:20, time: 0.791, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1164, s0.acc: 95.7041, s0.loss_bbox: 0.1982, s0.loss_mask: 0.1761, s1.loss_cls: 0.0546, s1.acc: 95.9152, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0932, s2.loss_cls: 0.0277, s2.acc: 95.7475, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0452, loss: 0.8855 2022-09-19 01:06:12,259 - mmdet - INFO - Epoch [36][3500/7330] lr: 1.000e-06, eta: 0:50:40, time: 0.795, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1211, s0.acc: 95.4929, s0.loss_bbox: 0.2061, s0.loss_mask: 0.1836, s1.loss_cls: 0.0571, s1.acc: 95.6973, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0960, s2.loss_cls: 0.0291, s2.acc: 95.5225, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0462, loss: 0.9209 2022-09-19 01:06:51,799 - mmdet - INFO - Epoch [36][3550/7330] lr: 1.000e-06, eta: 0:50:00, time: 0.791, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1213, s0.acc: 95.4595, s0.loss_bbox: 0.2067, s0.loss_mask: 0.1821, s1.loss_cls: 0.0570, s1.acc: 95.6623, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0954, s2.loss_cls: 0.0289, s2.acc: 95.5327, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0462, loss: 0.9205 2022-09-19 01:07:31,094 - mmdet - INFO - Epoch [36][3600/7330] lr: 1.000e-06, eta: 0:49:20, time: 0.786, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1217, s0.acc: 95.5674, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1848, s1.loss_cls: 0.0562, s1.acc: 95.8314, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0973, s2.loss_cls: 0.0283, s2.acc: 95.7518, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0469, loss: 0.9178 2022-09-19 01:08:10,568 - mmdet - INFO - Epoch [36][3650/7330] lr: 1.000e-06, eta: 0:48:41, time: 0.789, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1228, s0.acc: 95.4734, s0.loss_bbox: 0.2051, s0.loss_mask: 0.1870, s1.loss_cls: 0.0570, s1.acc: 95.7052, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0987, s2.loss_cls: 0.0291, s2.acc: 95.5505, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0476, loss: 0.9267 2022-09-19 01:08:49,756 - mmdet - INFO - Epoch [36][3700/7330] lr: 1.000e-06, eta: 0:48:01, time: 0.784, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1228, s0.acc: 95.4915, s0.loss_bbox: 0.1986, s0.loss_mask: 0.1796, s1.loss_cls: 0.0577, s1.acc: 95.7174, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0940, s2.loss_cls: 0.0291, s2.acc: 95.5817, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0454, loss: 0.9046 2022-09-19 01:09:29,571 - mmdet - INFO - Epoch [36][3750/7330] lr: 1.000e-06, eta: 0:47:21, time: 0.796, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1217, s0.acc: 95.4211, s0.loss_bbox: 0.2062, s0.loss_mask: 0.1828, s1.loss_cls: 0.0577, s1.acc: 95.5870, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0958, s2.loss_cls: 0.0291, s2.acc: 95.5052, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0461, loss: 0.9219 2022-09-19 01:10:08,636 - mmdet - INFO - Epoch [36][3800/7330] lr: 1.000e-06, eta: 0:46:42, time: 0.781, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0156, s0.loss_cls: 0.1111, s0.acc: 95.8440, s0.loss_bbox: 0.1918, s0.loss_mask: 0.1744, s1.loss_cls: 0.0522, s1.acc: 96.0660, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0915, s2.loss_cls: 0.0267, s2.acc: 95.8615, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0444, loss: 0.8594 2022-09-19 01:10:47,848 - mmdet - INFO - Epoch [36][3850/7330] lr: 1.000e-06, eta: 0:46:02, time: 0.784, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1198, s0.acc: 95.5505, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1817, s1.loss_cls: 0.0558, s1.acc: 95.7849, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0954, s2.loss_cls: 0.0286, s2.acc: 95.5282, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0464, loss: 0.8982 2022-09-19 01:11:26,920 - mmdet - INFO - Epoch [36][3900/7330] lr: 1.000e-06, eta: 0:45:22, time: 0.781, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1253, s0.acc: 95.3247, s0.loss_bbox: 0.2063, s0.loss_mask: 0.1831, s1.loss_cls: 0.0590, s1.acc: 95.5178, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0963, s2.loss_cls: 0.0299, s2.acc: 95.3716, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0467, loss: 0.9277 2022-09-19 01:12:06,157 - mmdet - INFO - Epoch [36][3950/7330] lr: 1.000e-06, eta: 0:44:42, time: 0.785, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1207, s0.acc: 95.4966, s0.loss_bbox: 0.2026, s0.loss_mask: 0.1777, s1.loss_cls: 0.0574, s1.acc: 95.6682, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0939, s2.loss_cls: 0.0293, s2.acc: 95.4382, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0456, loss: 0.9062 2022-09-19 01:12:45,484 - mmdet - INFO - Epoch [36][4000/7330] lr: 1.000e-06, eta: 0:44:03, time: 0.786, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1203, s0.acc: 95.5474, s0.loss_bbox: 0.2013, s0.loss_mask: 0.1793, s1.loss_cls: 0.0574, s1.acc: 95.7271, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0944, s2.loss_cls: 0.0291, s2.acc: 95.5126, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0458, loss: 0.9051 2022-09-19 01:13:24,949 - mmdet - INFO - Epoch [36][4050/7330] lr: 1.000e-06, eta: 0:43:23, time: 0.789, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1177, s0.acc: 95.6199, s0.loss_bbox: 0.2013, s0.loss_mask: 0.1812, s1.loss_cls: 0.0557, s1.acc: 95.8031, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0952, s2.loss_cls: 0.0283, s2.acc: 95.6002, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0462, loss: 0.9038 2022-09-19 01:14:04,341 - mmdet - INFO - Epoch [36][4100/7330] lr: 1.000e-06, eta: 0:42:43, time: 0.788, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1219, s0.acc: 95.5806, s0.loss_bbox: 0.1997, s0.loss_mask: 0.1823, s1.loss_cls: 0.0573, s1.acc: 95.7714, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0958, s2.loss_cls: 0.0293, s2.acc: 95.5194, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0465, loss: 0.9088 2022-09-19 01:14:43,941 - mmdet - INFO - Epoch [36][4150/7330] lr: 1.000e-06, eta: 0:42:03, time: 0.792, data_time: 0.007, memory: 12726, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1149, s0.acc: 95.7207, s0.loss_bbox: 0.1966, s0.loss_mask: 0.1785, s1.loss_cls: 0.0540, s1.acc: 95.9702, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0947, s2.loss_cls: 0.0279, s2.acc: 95.7104, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0457, loss: 0.8894 2022-09-19 01:15:23,560 - mmdet - INFO - Epoch [36][4200/7330] lr: 1.000e-06, eta: 0:41:24, time: 0.792, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1195, s0.acc: 95.5156, s0.loss_bbox: 0.2054, s0.loss_mask: 0.1822, s1.loss_cls: 0.0572, s1.acc: 95.6023, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0961, s2.loss_cls: 0.0293, s2.acc: 95.4579, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0461, loss: 0.9178 2022-09-19 01:16:02,789 - mmdet - INFO - Epoch [36][4250/7330] lr: 1.000e-06, eta: 0:40:44, time: 0.785, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1210, s0.acc: 95.5610, s0.loss_bbox: 0.2046, s0.loss_mask: 0.1835, s1.loss_cls: 0.0565, s1.acc: 95.7880, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0959, s2.loss_cls: 0.0285, s2.acc: 95.6695, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0462, loss: 0.9164 2022-09-19 01:16:42,259 - mmdet - INFO - Epoch [36][4300/7330] lr: 1.000e-06, eta: 0:40:04, time: 0.789, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1190, s0.acc: 95.5894, s0.loss_bbox: 0.2048, s0.loss_mask: 0.1786, s1.loss_cls: 0.0557, s1.acc: 95.7862, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0943, s2.loss_cls: 0.0284, s2.acc: 95.6049, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0457, loss: 0.9110 2022-09-19 01:17:21,434 - mmdet - INFO - Epoch [36][4350/7330] lr: 1.000e-06, eta: 0:39:25, time: 0.783, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1225, s0.acc: 95.5002, s0.loss_bbox: 0.2037, s0.loss_mask: 0.1857, s1.loss_cls: 0.0572, s1.acc: 95.7661, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0976, s2.loss_cls: 0.0292, s2.acc: 95.5906, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0473, loss: 0.9239 2022-09-19 01:18:00,564 - mmdet - INFO - Epoch [36][4400/7330] lr: 1.000e-06, eta: 0:38:45, time: 0.783, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1205, s0.acc: 95.5315, s0.loss_bbox: 0.2019, s0.loss_mask: 0.1830, s1.loss_cls: 0.0568, s1.acc: 95.7276, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0965, s2.loss_cls: 0.0290, s2.acc: 95.4922, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0467, loss: 0.9135 2022-09-19 01:18:40,307 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-19 01:18:40,308 - mmdet - INFO - Epoch [36][4450/7330] lr: 1.000e-06, eta: 0:38:05, time: 0.795, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1228, s0.acc: 95.4558, s0.loss_bbox: 0.2033, s0.loss_mask: 0.1791, s1.loss_cls: 0.0571, s1.acc: 95.7187, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0949, s2.loss_cls: 0.0295, s2.acc: 95.4994, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0459, loss: 0.9134 2022-09-19 01:19:19,812 - mmdet - INFO - Epoch [36][4500/7330] lr: 1.000e-06, eta: 0:37:25, time: 0.790, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1217, s0.acc: 95.5042, s0.loss_bbox: 0.2035, s0.loss_mask: 0.1861, s1.loss_cls: 0.0570, s1.acc: 95.7283, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0984, s2.loss_cls: 0.0290, s2.acc: 95.5150, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0478, loss: 0.9240 2022-09-19 01:19:58,955 - mmdet - INFO - Epoch [36][4550/7330] lr: 1.000e-06, eta: 0:36:46, time: 0.783, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1131, s0.acc: 95.8171, s0.loss_bbox: 0.1978, s0.loss_mask: 0.1732, s1.loss_cls: 0.0537, s1.acc: 95.9701, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0916, s2.loss_cls: 0.0275, s2.acc: 95.8036, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0444, loss: 0.8725 2022-09-19 01:20:38,364 - mmdet - INFO - Epoch [36][4600/7330] lr: 1.000e-06, eta: 0:36:06, time: 0.788, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1232, s0.acc: 95.5264, s0.loss_bbox: 0.2037, s0.loss_mask: 0.1839, s1.loss_cls: 0.0580, s1.acc: 95.6618, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0964, s2.loss_cls: 0.0296, s2.acc: 95.4161, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0462, loss: 0.9207 2022-09-19 01:21:18,091 - mmdet - INFO - Epoch [36][4650/7330] lr: 1.000e-06, eta: 0:35:26, time: 0.794, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1302, s0.acc: 95.1467, s0.loss_bbox: 0.2193, s0.loss_mask: 0.1900, s1.loss_cls: 0.0619, s1.acc: 95.2618, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0991, s2.loss_cls: 0.0307, s2.acc: 95.1763, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0478, loss: 0.9724 2022-09-19 01:21:57,536 - mmdet - INFO - Epoch [36][4700/7330] lr: 1.000e-06, eta: 0:34:47, time: 0.789, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1248, s0.acc: 95.3496, s0.loss_bbox: 0.2074, s0.loss_mask: 0.1848, s1.loss_cls: 0.0601, s1.acc: 95.4573, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0974, s2.loss_cls: 0.0303, s2.acc: 95.2395, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0467, loss: 0.9319 2022-09-19 01:22:37,176 - mmdet - INFO - Epoch [36][4750/7330] lr: 1.000e-06, eta: 0:34:07, time: 0.793, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1243, s0.acc: 95.5461, s0.loss_bbox: 0.2046, s0.loss_mask: 0.1848, s1.loss_cls: 0.0583, s1.acc: 95.7808, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0968, s2.loss_cls: 0.0292, s2.acc: 95.5535, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0470, loss: 0.9276 2022-09-19 01:23:16,688 - mmdet - INFO - Epoch [36][4800/7330] lr: 1.000e-06, eta: 0:33:27, time: 0.790, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1191, s0.acc: 95.5859, s0.loss_bbox: 0.2006, s0.loss_mask: 0.1817, s1.loss_cls: 0.0553, s1.acc: 95.8636, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0954, s2.loss_cls: 0.0276, s2.acc: 95.7097, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0462, loss: 0.9025 2022-09-19 01:23:55,914 - mmdet - INFO - Epoch [36][4850/7330] lr: 1.000e-06, eta: 0:32:48, time: 0.784, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1201, s0.acc: 95.4307, s0.loss_bbox: 0.2012, s0.loss_mask: 0.1848, s1.loss_cls: 0.0575, s1.acc: 95.5663, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0974, s2.loss_cls: 0.0295, s2.acc: 95.3459, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0471, loss: 0.9151 2022-09-19 01:24:34,860 - mmdet - INFO - Epoch [36][4900/7330] lr: 1.000e-06, eta: 0:32:08, time: 0.779, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1180, s0.acc: 95.7041, s0.loss_bbox: 0.1968, s0.loss_mask: 0.1800, s1.loss_cls: 0.0554, s1.acc: 95.8122, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0946, s2.loss_cls: 0.0281, s2.acc: 95.6865, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0458, loss: 0.8946 2022-09-19 01:25:13,887 - mmdet - INFO - Epoch [36][4950/7330] lr: 1.000e-06, eta: 0:31:28, time: 0.780, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1164, s0.acc: 95.6387, s0.loss_bbox: 0.1953, s0.loss_mask: 0.1789, s1.loss_cls: 0.0544, s1.acc: 95.7830, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0948, s2.loss_cls: 0.0278, s2.acc: 95.6292, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0460, loss: 0.8866 2022-09-19 01:25:53,197 - mmdet - INFO - Epoch [36][5000/7330] lr: 1.000e-06, eta: 0:30:48, time: 0.786, data_time: 0.007, memory: 12726, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1168, s0.acc: 95.6377, s0.loss_bbox: 0.1992, s0.loss_mask: 0.1778, s1.loss_cls: 0.0550, s1.acc: 95.8313, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0948, s2.loss_cls: 0.0280, s2.acc: 95.7106, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0460, loss: 0.8943 2022-09-19 01:26:32,442 - mmdet - INFO - Epoch [36][5050/7330] lr: 1.000e-06, eta: 0:30:09, time: 0.785, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1165, s0.acc: 95.6802, s0.loss_bbox: 0.1982, s0.loss_mask: 0.1801, s1.loss_cls: 0.0547, s1.acc: 95.8515, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0949, s2.loss_cls: 0.0282, s2.acc: 95.6407, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0455, loss: 0.8946 2022-09-19 01:27:12,288 - mmdet - INFO - Epoch [36][5100/7330] lr: 1.000e-06, eta: 0:29:29, time: 0.797, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1184, s0.acc: 95.5234, s0.loss_bbox: 0.2018, s0.loss_mask: 0.1812, s1.loss_cls: 0.0553, s1.acc: 95.7105, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0950, s2.loss_cls: 0.0283, s2.acc: 95.5205, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0457, loss: 0.9023 2022-09-19 01:27:52,024 - mmdet - INFO - Epoch [36][5150/7330] lr: 1.000e-06, eta: 0:28:49, time: 0.795, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1229, s0.acc: 95.3884, s0.loss_bbox: 0.2052, s0.loss_mask: 0.1835, s1.loss_cls: 0.0580, s1.acc: 95.5740, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0952, s2.loss_cls: 0.0289, s2.acc: 95.5014, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0461, loss: 0.9189 2022-09-19 01:28:31,530 - mmdet - INFO - Epoch [36][5200/7330] lr: 1.000e-06, eta: 0:28:10, time: 0.790, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1159, s0.acc: 95.6741, s0.loss_bbox: 0.2036, s0.loss_mask: 0.1815, s1.loss_cls: 0.0540, s1.acc: 95.9307, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0948, s2.loss_cls: 0.0275, s2.acc: 95.7873, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0458, loss: 0.9011 2022-09-19 01:29:10,964 - mmdet - INFO - Epoch [36][5250/7330] lr: 1.000e-06, eta: 0:27:30, time: 0.789, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1127, s0.acc: 95.7871, s0.loss_bbox: 0.1979, s0.loss_mask: 0.1762, s1.loss_cls: 0.0526, s1.acc: 96.0143, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0932, s2.loss_cls: 0.0269, s2.acc: 95.9137, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0450, loss: 0.8798 2022-09-19 01:29:50,528 - mmdet - INFO - Epoch [36][5300/7330] lr: 1.000e-06, eta: 0:26:50, time: 0.791, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1198, s0.acc: 95.5818, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1825, s1.loss_cls: 0.0558, s1.acc: 95.7925, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0954, s2.loss_cls: 0.0278, s2.acc: 95.7620, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0462, loss: 0.9087 2022-09-19 01:30:29,856 - mmdet - INFO - Epoch [36][5350/7330] lr: 1.000e-06, eta: 0:26:11, time: 0.787, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1220, s0.acc: 95.4897, s0.loss_bbox: 0.2045, s0.loss_mask: 0.1815, s1.loss_cls: 0.0581, s1.acc: 95.6391, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0952, s2.loss_cls: 0.0291, s2.acc: 95.5598, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0461, loss: 0.9173 2022-09-19 01:31:09,609 - mmdet - INFO - Epoch [36][5400/7330] lr: 1.000e-06, eta: 0:25:31, time: 0.795, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1134, s0.acc: 95.8362, s0.loss_bbox: 0.1935, s0.loss_mask: 0.1761, s1.loss_cls: 0.0530, s1.acc: 96.0234, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0932, s2.loss_cls: 0.0264, s2.acc: 95.8906, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0450, loss: 0.8765 2022-09-19 01:31:48,932 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-19 01:31:48,933 - mmdet - INFO - Epoch [36][5450/7330] lr: 1.000e-06, eta: 0:24:51, time: 0.786, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1187, s0.acc: 95.6240, s0.loss_bbox: 0.1968, s0.loss_mask: 0.1761, s1.loss_cls: 0.0565, s1.acc: 95.7621, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0933, s2.loss_cls: 0.0291, s2.acc: 95.5504, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0448, loss: 0.8900 2022-09-19 01:32:28,396 - mmdet - INFO - Epoch [36][5500/7330] lr: 1.000e-06, eta: 0:24:11, time: 0.789, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1152, s0.acc: 95.7112, s0.loss_bbox: 0.1994, s0.loss_mask: 0.1819, s1.loss_cls: 0.0543, s1.acc: 95.8725, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0955, s2.loss_cls: 0.0274, s2.acc: 95.7479, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0461, loss: 0.8975 2022-09-19 01:33:07,582 - mmdet - INFO - Epoch [36][5550/7330] lr: 1.000e-06, eta: 0:23:32, time: 0.784, data_time: 0.011, memory: 12726, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1168, s0.acc: 95.6594, s0.loss_bbox: 0.2030, s0.loss_mask: 0.1837, s1.loss_cls: 0.0554, s1.acc: 95.8062, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0960, s2.loss_cls: 0.0282, s2.acc: 95.5940, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0464, loss: 0.9060 2022-09-19 01:33:47,182 - mmdet - INFO - Epoch [36][5600/7330] lr: 1.000e-06, eta: 0:22:52, time: 0.792, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1174, s0.acc: 95.6072, s0.loss_bbox: 0.2021, s0.loss_mask: 0.1782, s1.loss_cls: 0.0553, s1.acc: 95.7645, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0940, s2.loss_cls: 0.0287, s2.acc: 95.4855, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0454, loss: 0.9010 2022-09-19 01:34:26,621 - mmdet - INFO - Epoch [36][5650/7330] lr: 1.000e-06, eta: 0:22:12, time: 0.789, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0161, s0.loss_cls: 0.1149, s0.acc: 95.7200, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1825, s1.loss_cls: 0.0542, s1.acc: 95.9371, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0970, s2.loss_cls: 0.0279, s2.acc: 95.6853, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0472, loss: 0.9059 2022-09-19 01:35:06,285 - mmdet - INFO - Epoch [36][5700/7330] lr: 1.000e-06, eta: 0:21:33, time: 0.793, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1255, s0.acc: 95.3499, s0.loss_bbox: 0.2075, s0.loss_mask: 0.1819, s1.loss_cls: 0.0596, s1.acc: 95.5225, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0955, s2.loss_cls: 0.0299, s2.acc: 95.4287, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0461, loss: 0.9319 2022-09-19 01:35:45,564 - mmdet - INFO - Epoch [36][5750/7330] lr: 1.000e-06, eta: 0:20:53, time: 0.786, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1155, s0.acc: 95.7148, s0.loss_bbox: 0.1935, s0.loss_mask: 0.1771, s1.loss_cls: 0.0540, s1.acc: 95.8451, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0926, s2.loss_cls: 0.0273, s2.acc: 95.7694, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0449, loss: 0.8795 2022-09-19 01:36:25,096 - mmdet - INFO - Epoch [36][5800/7330] lr: 1.000e-06, eta: 0:20:13, time: 0.791, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1115, s0.acc: 95.8286, s0.loss_bbox: 0.1927, s0.loss_mask: 0.1757, s1.loss_cls: 0.0521, s1.acc: 96.0312, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0936, s2.loss_cls: 0.0264, s2.acc: 95.8885, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0456, loss: 0.8685 2022-09-19 01:37:04,630 - mmdet - INFO - Epoch [36][5850/7330] lr: 1.000e-06, eta: 0:19:34, time: 0.791, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1173, s0.acc: 95.5972, s0.loss_bbox: 0.2006, s0.loss_mask: 0.1824, s1.loss_cls: 0.0551, s1.acc: 95.8087, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0959, s2.loss_cls: 0.0277, s2.acc: 95.7242, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0468, loss: 0.9046 2022-09-19 01:37:43,987 - mmdet - INFO - Epoch [36][5900/7330] lr: 1.000e-06, eta: 0:18:54, time: 0.787, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1227, s0.acc: 95.4788, s0.loss_bbox: 0.2027, s0.loss_mask: 0.1833, s1.loss_cls: 0.0584, s1.acc: 95.6237, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0965, s2.loss_cls: 0.0293, s2.acc: 95.5281, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0467, loss: 0.9167 2022-09-19 01:38:23,476 - mmdet - INFO - Epoch [36][5950/7330] lr: 1.000e-06, eta: 0:18:14, time: 0.790, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1171, s0.acc: 95.6091, s0.loss_bbox: 0.2015, s0.loss_mask: 0.1793, s1.loss_cls: 0.0555, s1.acc: 95.7693, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0938, s2.loss_cls: 0.0283, s2.acc: 95.5446, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0454, loss: 0.8979 2022-09-19 01:39:03,113 - mmdet - INFO - Epoch [36][6000/7330] lr: 1.000e-06, eta: 0:17:35, time: 0.793, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1208, s0.acc: 95.5396, s0.loss_bbox: 0.2019, s0.loss_mask: 0.1792, s1.loss_cls: 0.0570, s1.acc: 95.6871, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0943, s2.loss_cls: 0.0287, s2.acc: 95.6585, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0459, loss: 0.9065 2022-09-19 01:39:42,558 - mmdet - INFO - Epoch [36][6050/7330] lr: 1.000e-06, eta: 0:16:55, time: 0.789, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1187, s0.acc: 95.5562, s0.loss_bbox: 0.2060, s0.loss_mask: 0.1792, s1.loss_cls: 0.0558, s1.acc: 95.7591, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0940, s2.loss_cls: 0.0280, s2.acc: 95.7060, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0451, loss: 0.9087 2022-09-19 01:40:21,613 - mmdet - INFO - Epoch [36][6100/7330] lr: 1.000e-06, eta: 0:16:15, time: 0.781, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1225, s0.acc: 95.5007, s0.loss_bbox: 0.2036, s0.loss_mask: 0.1851, s1.loss_cls: 0.0570, s1.acc: 95.7283, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0972, s2.loss_cls: 0.0290, s2.acc: 95.5092, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0467, loss: 0.9225 2022-09-19 01:41:00,994 - mmdet - INFO - Epoch [36][6150/7330] lr: 1.000e-06, eta: 0:15:36, time: 0.788, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1240, s0.acc: 95.4209, s0.loss_bbox: 0.2095, s0.loss_mask: 0.1876, s1.loss_cls: 0.0578, s1.acc: 95.6452, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0980, s2.loss_cls: 0.0292, s2.acc: 95.4785, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0476, loss: 0.9391 2022-09-19 01:41:40,294 - mmdet - INFO - Epoch [36][6200/7330] lr: 1.000e-06, eta: 0:14:56, time: 0.786, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1167, s0.acc: 95.6692, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1786, s1.loss_cls: 0.0555, s1.acc: 95.7480, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0943, s2.loss_cls: 0.0280, s2.acc: 95.6046, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0456, loss: 0.8912 2022-09-19 01:42:19,957 - mmdet - INFO - Epoch [36][6250/7330] lr: 1.000e-06, eta: 0:14:16, time: 0.793, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1187, s0.acc: 95.5647, s0.loss_bbox: 0.2046, s0.loss_mask: 0.1836, s1.loss_cls: 0.0561, s1.acc: 95.7443, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0965, s2.loss_cls: 0.0286, s2.acc: 95.5729, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0467, loss: 0.9159 2022-09-19 01:42:59,140 - mmdet - INFO - Epoch [36][6300/7330] lr: 1.000e-06, eta: 0:13:37, time: 0.784, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1156, s0.acc: 95.7471, s0.loss_bbox: 0.1953, s0.loss_mask: 0.1758, s1.loss_cls: 0.0538, s1.acc: 95.9463, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0927, s2.loss_cls: 0.0273, s2.acc: 95.7189, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0448, loss: 0.8807 2022-09-19 01:43:38,695 - mmdet - INFO - Epoch [36][6350/7330] lr: 1.000e-06, eta: 0:12:57, time: 0.791, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1279, s0.acc: 95.2766, s0.loss_bbox: 0.2102, s0.loss_mask: 0.1860, s1.loss_cls: 0.0603, s1.acc: 95.4217, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0980, s2.loss_cls: 0.0303, s2.acc: 95.3133, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0476, loss: 0.9476 2022-09-19 01:44:18,125 - mmdet - INFO - Epoch [36][6400/7330] lr: 1.000e-06, eta: 0:12:17, time: 0.789, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0161, s0.loss_cls: 0.1154, s0.acc: 95.6797, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1814, s1.loss_cls: 0.0547, s1.acc: 95.8303, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0955, s2.loss_cls: 0.0277, s2.acc: 95.6932, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0461, loss: 0.8912 2022-09-19 01:44:57,740 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-19 01:44:57,740 - mmdet - INFO - Epoch [36][6450/7330] lr: 1.000e-06, eta: 0:11:38, time: 0.792, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1223, s0.acc: 95.3169, s0.loss_bbox: 0.2133, s0.loss_mask: 0.1821, s1.loss_cls: 0.0578, s1.acc: 95.4789, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0947, s2.loss_cls: 0.0293, s2.acc: 95.3402, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0458, loss: 0.9327 2022-09-19 01:45:37,450 - mmdet - INFO - Epoch [36][6500/7330] lr: 1.000e-06, eta: 0:10:58, time: 0.794, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1139, s0.acc: 95.7983, s0.loss_bbox: 0.1954, s0.loss_mask: 0.1745, s1.loss_cls: 0.0535, s1.acc: 96.0040, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0926, s2.loss_cls: 0.0268, s2.acc: 95.8700, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0446, loss: 0.8731 2022-09-19 01:46:16,520 - mmdet - INFO - Epoch [36][6550/7330] lr: 1.000e-06, eta: 0:10:18, time: 0.781, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0155, s0.loss_cls: 0.1118, s0.acc: 95.9055, s0.loss_bbox: 0.1900, s0.loss_mask: 0.1726, s1.loss_cls: 0.0521, s1.acc: 96.1186, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0910, s2.loss_cls: 0.0262, s2.acc: 96.0168, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0440, loss: 0.8535 2022-09-19 01:46:55,860 - mmdet - INFO - Epoch [36][6600/7330] lr: 1.000e-06, eta: 0:09:39, time: 0.787, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1194, s0.acc: 95.5789, s0.loss_bbox: 0.2028, s0.loss_mask: 0.1889, s1.loss_cls: 0.0562, s1.acc: 95.7804, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0989, s2.loss_cls: 0.0287, s2.acc: 95.5132, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0478, loss: 0.9206 2022-09-19 01:47:35,342 - mmdet - INFO - Epoch [36][6650/7330] lr: 1.000e-06, eta: 0:08:59, time: 0.790, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1205, s0.acc: 95.4675, s0.loss_bbox: 0.2071, s0.loss_mask: 0.1913, s1.loss_cls: 0.0567, s1.acc: 95.6235, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1006, s2.loss_cls: 0.0293, s2.acc: 95.4187, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0483, loss: 0.9339 2022-09-19 01:48:14,666 - mmdet - INFO - Epoch [36][6700/7330] lr: 1.000e-06, eta: 0:08:19, time: 0.787, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1203, s0.acc: 95.5823, s0.loss_bbox: 0.2011, s0.loss_mask: 0.1815, s1.loss_cls: 0.0566, s1.acc: 95.8285, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0955, s2.loss_cls: 0.0287, s2.acc: 95.6248, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0458, loss: 0.9078 2022-09-19 01:48:54,643 - mmdet - INFO - Epoch [36][6750/7330] lr: 1.000e-06, eta: 0:07:40, time: 0.800, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1303, s0.acc: 95.2263, s0.loss_bbox: 0.2161, s0.loss_mask: 0.1869, s1.loss_cls: 0.0611, s1.acc: 95.4130, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0976, s2.loss_cls: 0.0307, s2.acc: 95.2776, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0468, loss: 0.9590 2022-09-19 01:49:33,844 - mmdet - INFO - Epoch [36][6800/7330] lr: 1.000e-06, eta: 0:07:00, time: 0.784, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1128, s0.acc: 95.7266, s0.loss_bbox: 0.1913, s0.loss_mask: 0.1771, s1.loss_cls: 0.0527, s1.acc: 95.9708, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0941, s2.loss_cls: 0.0267, s2.acc: 95.8188, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0457, loss: 0.8716 2022-09-19 01:50:13,021 - mmdet - INFO - Epoch [36][6850/7330] lr: 1.000e-06, eta: 0:06:20, time: 0.784, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1168, s0.acc: 95.6733, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1791, s1.loss_cls: 0.0547, s1.acc: 95.8626, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0946, s2.loss_cls: 0.0278, s2.acc: 95.6724, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0457, loss: 0.8897 2022-09-19 01:50:52,290 - mmdet - INFO - Epoch [36][6900/7330] lr: 1.000e-06, eta: 0:05:41, time: 0.785, data_time: 0.010, memory: 12726, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1191, s0.acc: 95.6218, s0.loss_bbox: 0.1992, s0.loss_mask: 0.1782, s1.loss_cls: 0.0563, s1.acc: 95.7680, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0947, s2.loss_cls: 0.0285, s2.acc: 95.6791, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0457, loss: 0.8996 2022-09-19 01:51:31,895 - mmdet - INFO - Epoch [36][6950/7330] lr: 1.000e-06, eta: 0:05:01, time: 0.792, data_time: 0.011, memory: 12726, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1214, s0.acc: 95.5227, s0.loss_bbox: 0.1998, s0.loss_mask: 0.1796, s1.loss_cls: 0.0576, s1.acc: 95.7191, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0956, s2.loss_cls: 0.0288, s2.acc: 95.6629, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0466, loss: 0.9081 2022-09-19 01:52:10,850 - mmdet - INFO - Epoch [36][7000/7330] lr: 1.000e-06, eta: 0:04:21, time: 0.779, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1200, s0.acc: 95.5876, s0.loss_bbox: 0.2021, s0.loss_mask: 0.1822, s1.loss_cls: 0.0574, s1.acc: 95.7120, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0953, s2.loss_cls: 0.0289, s2.acc: 95.5231, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0459, loss: 0.9095 2022-09-19 01:52:49,941 - mmdet - INFO - Epoch [36][7050/7330] lr: 1.000e-06, eta: 0:03:42, time: 0.782, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1124, s0.acc: 95.7693, s0.loss_bbox: 0.1914, s0.loss_mask: 0.1775, s1.loss_cls: 0.0530, s1.acc: 95.9179, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0932, s2.loss_cls: 0.0267, s2.acc: 95.7595, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0454, loss: 0.8706 2022-09-19 01:53:29,327 - mmdet - INFO - Epoch [36][7100/7330] lr: 1.000e-06, eta: 0:03:02, time: 0.788, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1192, s0.acc: 95.5007, s0.loss_bbox: 0.2038, s0.loss_mask: 0.1820, s1.loss_cls: 0.0563, s1.acc: 95.6510, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0959, s2.loss_cls: 0.0290, s2.acc: 95.4755, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0462, loss: 0.9154 2022-09-19 01:54:08,985 - mmdet - INFO - Epoch [36][7150/7330] lr: 1.000e-06, eta: 0:02:22, time: 0.793, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1231, s0.acc: 95.4143, s0.loss_bbox: 0.2038, s0.loss_mask: 0.1821, s1.loss_cls: 0.0581, s1.acc: 95.5695, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0961, s2.loss_cls: 0.0290, s2.acc: 95.5439, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0467, loss: 0.9204 2022-09-19 01:54:48,185 - mmdet - INFO - Epoch [36][7200/7330] lr: 1.000e-06, eta: 0:01:43, time: 0.784, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1229, s0.acc: 95.5020, s0.loss_bbox: 0.2027, s0.loss_mask: 0.1798, s1.loss_cls: 0.0574, s1.acc: 95.7597, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0952, s2.loss_cls: 0.0286, s2.acc: 95.6000, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0463, loss: 0.9117 2022-09-19 01:55:27,680 - mmdet - INFO - Epoch [36][7250/7330] lr: 1.000e-06, eta: 0:01:03, time: 0.790, data_time: 0.009, memory: 12726, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1238, s0.acc: 95.4575, s0.loss_bbox: 0.2056, s0.loss_mask: 0.1831, s1.loss_cls: 0.0579, s1.acc: 95.6321, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0959, s2.loss_cls: 0.0296, s2.acc: 95.4653, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0463, loss: 0.9233 2022-09-19 01:56:07,299 - mmdet - INFO - Epoch [36][7300/7330] lr: 1.000e-06, eta: 0:00:23, time: 0.792, data_time: 0.008, memory: 12726, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1226, s0.acc: 95.4268, s0.loss_bbox: 0.2032, s0.loss_mask: 0.1814, s1.loss_cls: 0.0572, s1.acc: 95.6334, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0955, s2.loss_cls: 0.0290, s2.acc: 95.4589, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0457, loss: 0.9141 2022-09-19 01:56:39,079 - mmdet - INFO - Saving checkpoint at 36 epochs 2022-09-19 01:58:08,511 - mmdet - INFO - Evaluating bbox... 2022-09-19 01:58:39,155 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.520 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.706 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.565 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.356 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.551 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.674 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.639 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.639 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.639 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.473 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 ] = 0.789 2022-09-19 01:58:39,155 - mmdet - INFO - Evaluating segm... 2022-09-19 01:59:13,621 - 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 ] = 0.678 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.484 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.259 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.476 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.634 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 ] = 0.387 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.715 2022-09-19 01:59:14,056 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-19 01:59:14,056 - mmdet - INFO - Epoch(val) [36][313] bbox_mAP: 0.5200, bbox_mAP_50: 0.7060, bbox_mAP_75: 0.5650, bbox_mAP_s: 0.3560, bbox_mAP_m: 0.5510, bbox_mAP_l: 0.6740, bbox_mAP_copypaste: 0.520 0.706 0.565 0.356 0.551 0.674, segm_mAP: 0.4470, segm_mAP_50: 0.6780, segm_mAP_75: 0.4840, segm_mAP_s: 0.2590, segm_mAP_m: 0.4760, segm_mAP_l: 0.6340, segm_mAP_copypaste: 0.447 0.678 0.484 0.259 0.476 0.634 2022-09-19 02:03:04,290 - mmdet - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.0 (default, Oct 9 2018, 10:31:47) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB CUDA_HOME: /mnt/petrelfs/share/cuda-11.1 NVCC: Build cuda_11.1.TC455_06.29069683_0 GCC: gcc (GCC) 5.4.0 PyTorch: 1.9.0+cu111 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.1 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 - CuDNN 8.0.5 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, TorchVision: 0.10.0+cu111 OpenCV: 4.6.0 MMCV: 1.4.2 MMCV Compiler: GCC 7.3 MMCV CUDA Compiler: 11.1 MMDetection: 2.22.0+abdbbac ------------------------------------------------------------ 2022-09-19 02:03:07,237 - mmdet - INFO - Distributed training: True 2022-09-19 02:03:10,207 - mmdet - INFO - Config: model = dict( type='CascadeRCNN', backbone=dict( type='ViTAdapter', patch_size=16, embed_dim=768, depth=12, num_heads=12, mlp_ratio=4, drop_path_rate=0.3, conv_inplane=64, n_points=4, deform_num_heads=12, cffn_ratio=0.25, deform_ratio=0.5, 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_base_patch16_224-b5f2ef4d.pth'), neck=dict( type='FPN', in_channels=[768, 768, 768, 768], 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=1, workers_per_gpu=2, 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 = 'work_dirs/cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco/epoch_34.pth' workflow = [('train', 1)] pretrained = 'pretrained/deit_base_patch16_224-b5f2ef4d.pth' fp16 = dict(loss_scale=dict(init_scale=512)) work_dir = 'work_dirs/cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco/' auto_resume = False gpu_ids = range(0, 16) 2022-09-19 02:03:17,238 - mmdet - INFO - Set random seed to 1952812031, deterministic: False 2022-09-19 02:03:20,749 - 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.0.gamma2, blocks.8.gamma1, blocks.5.gamma1, blocks.2.gamma2, blocks.1.gamma2, blocks.9.gamma1, blocks.3.gamma2, blocks.10.gamma1, blocks.1.gamma1, blocks.4.gamma2, blocks.9.gamma2, blocks.4.gamma1, blocks.6.gamma1, blocks.7.gamma1, blocks.7.gamma2, blocks.6.gamma2, blocks.11.gamma2, blocks.8.gamma2, blocks.3.gamma1, blocks.11.gamma1, blocks.2.gamma1, blocks.10.gamma2, blocks.5.gamma2, blocks.0.gamma1 2022-09-19 02:03:46,538 - mmdet - INFO - initialize FPN with init_cfg {'type': 'Xavier', 'layer': 'Conv2d', 'distribution': 'uniform'} 2022-09-19 02:03:47,291 - mmdet - INFO - initialize RPNHead with init_cfg {'type': 'Normal', 'layer': 'Conv2d', 'std': 0.01} 2022-09-19 02:03:47,385 - 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'}]}] 2022-09-19 02:03:48,737 - 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'}]}] 2022-09-19 02:03:50,096 - 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, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.level_embed - torch.Size([3, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.patch_embed.proj.weight - torch.Size([768, 3, 16, 16]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.patch_embed.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.0.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.1.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.2.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.3.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.4.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.5.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.6.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.7.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.8.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.9.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.10.mlp.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.gamma1 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.gamma2 - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.attn.qkv.weight - torch.Size([2304, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.attn.qkv.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.attn.proj.weight - torch.Size([768, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.attn.proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.mlp.fc1.weight - torch.Size([3072, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.mlp.fc1.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.mlp.fc2.weight - torch.Size([768, 3072]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.blocks.11.mlp.fc2.bias - torch.Size([768]): 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([768, 64, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc2.weight - torch.Size([768, 128, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc3.weight - torch.Size([768, 256, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc3.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc4.weight - torch.Size([768, 256, 1, 1]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.spm.fc4.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.gamma - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.sampling_offsets.weight - torch.Size([288, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.sampling_offsets.bias - torch.Size([288]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.attention_weights.weight - torch.Size([144, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.attention_weights.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.injector.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.sampling_offsets.weight - torch.Size([96, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.sampling_offsets.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.attention_weights.weight - torch.Size([48, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.attention_weights.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.fc1.weight - torch.Size([192, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.fc1.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.dwconv.dwconv.weight - torch.Size([192, 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([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.fc2.weight - torch.Size([768, 192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.0.extractor.ffn_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.gamma - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.sampling_offsets.weight - torch.Size([288, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.sampling_offsets.bias - torch.Size([288]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.attention_weights.weight - torch.Size([144, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.attention_weights.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.injector.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.sampling_offsets.weight - torch.Size([96, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.sampling_offsets.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.attention_weights.weight - torch.Size([48, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.attention_weights.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.fc1.weight - torch.Size([192, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.fc1.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.dwconv.dwconv.weight - torch.Size([192, 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([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.fc2.weight - torch.Size([768, 192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.1.extractor.ffn_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.gamma - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.sampling_offsets.weight - torch.Size([288, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.sampling_offsets.bias - torch.Size([288]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.attention_weights.weight - torch.Size([144, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.attention_weights.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.injector.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.sampling_offsets.weight - torch.Size([96, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.sampling_offsets.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.attention_weights.weight - torch.Size([48, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.attention_weights.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.fc1.weight - torch.Size([192, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.fc1.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.dwconv.dwconv.weight - torch.Size([192, 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([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.fc2.weight - torch.Size([768, 192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.2.extractor.ffn_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.gamma - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.sampling_offsets.weight - torch.Size([288, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.sampling_offsets.bias - torch.Size([288]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.attention_weights.weight - torch.Size([144, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.attention_weights.bias - torch.Size([144]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.injector.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.feat_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.sampling_offsets.weight - torch.Size([96, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.sampling_offsets.bias - torch.Size([96]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.attention_weights.weight - torch.Size([48, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.attention_weights.bias - torch.Size([48]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.value_proj.weight - torch.Size([384, 768]): 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([768, 384]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.attn.output_proj.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.fc1.weight - torch.Size([192, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.fc1.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.dwconv.dwconv.weight - torch.Size([192, 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([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.fc2.weight - torch.Size([768, 192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extractor.ffn_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.feat_norm.bias - torch.Size([768]): 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([96, 768]): 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([96]): 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([48, 768]): 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([48]): 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, 768]): 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([768, 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([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn.fc1.weight - torch.Size([192, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn.fc1.bias - torch.Size([192]): 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([192, 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([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn.fc2.weight - torch.Size([768, 192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.0.ffn_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.query_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.query_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.feat_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.feat_norm.bias - torch.Size([768]): 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([96, 768]): 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([96]): 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([48, 768]): 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([48]): 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, 768]): 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([768, 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([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn.fc1.weight - torch.Size([192, 768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn.fc1.bias - torch.Size([192]): 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([192, 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([192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn.fc2.weight - torch.Size([768, 192]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn.fc2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn_norm.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.interactions.3.extra_extractors.1.ffn_norm.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.up.weight - torch.Size([768, 768, 2, 2]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.up.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm1.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm1.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm3.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm3.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm4.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN backbone.norm4.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of CascadeRCNN neck.lateral_convs.0.conv.weight - torch.Size([256, 768, 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, 768, 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, 768, 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, 768, 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 2022-09-19 02:04:12,079 - mmdet - INFO - load checkpoint from local path: work_dirs/cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco/epoch_34.pth 2022-09-19 02:04:16,871 - mmdet - INFO - resumed epoch 34, iter 249220 2022-09-19 02:04:16,873 - mmdet - INFO - Start running, host: chenzhe1@SH-IDC1-10-140-24-38, work_dir: /mnt/petrelfs/chenzhe1/workspace/ViT-Adapter/detection/work_dirs/cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco 2022-09-19 02:04:16,874 - 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 -------------------- 2022-09-19 02:04:16,874 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs 2022-09-19 02:04:16,877 - mmdet - INFO - Checkpoints will be saved to /mnt/petrelfs/chenzhe1/workspace/ViT-Adapter/detection/work_dirs/cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco by HardDiskBackend. 2022-09-19 02:05:53,627 - mmdet - INFO - Epoch [35][50/7330] lr: 1.000e-06, eta: 7:51:05, time: 1.935, data_time: 1.005, memory: 12705, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1197, s0.acc: 95.4973, s0.loss_bbox: 0.1987, s0.loss_mask: 0.1804, s1.loss_cls: 0.0573, s1.acc: 95.6158, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0948, s2.loss_cls: 0.0290, s2.acc: 95.5147, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0458, loss: 0.9021 2022-09-19 02:06:36,710 - mmdet - INFO - Epoch [35][100/7330] lr: 1.000e-06, eta: 5:39:17, time: 0.862, data_time: 0.009, memory: 12707, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1174, s0.acc: 95.6260, s0.loss_bbox: 0.1950, s0.loss_mask: 0.1780, s1.loss_cls: 0.0553, s1.acc: 95.8225, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0939, s2.loss_cls: 0.0277, s2.acc: 95.7317, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0455, loss: 0.8844 2022-09-19 02:07:17,318 - mmdet - INFO - Epoch [35][150/7330] lr: 1.000e-06, eta: 4:50:52, time: 0.812, data_time: 0.009, memory: 12707, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1199, s0.acc: 95.5789, s0.loss_bbox: 0.1998, s0.loss_mask: 0.1811, s1.loss_cls: 0.0567, s1.acc: 95.7921, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0963, s2.loss_cls: 0.0284, s2.acc: 95.6478, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0465, loss: 0.9050 2022-09-19 02:07:57,582 - mmdet - INFO - Epoch [35][200/7330] lr: 1.000e-06, eta: 4:25:55, time: 0.805, data_time: 0.008, memory: 12709, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1225, s0.acc: 95.4648, s0.loss_bbox: 0.2062, s0.loss_mask: 0.1849, s1.loss_cls: 0.0575, s1.acc: 95.6677, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0976, s2.loss_cls: 0.0292, s2.acc: 95.4609, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0470, loss: 0.9277 2022-09-19 02:08:37,072 - mmdet - INFO - Epoch [35][250/7330] lr: 1.000e-06, eta: 4:09:56, time: 0.790, data_time: 0.008, memory: 12709, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1125, s0.acc: 95.8328, s0.loss_bbox: 0.1961, s0.loss_mask: 0.1781, s1.loss_cls: 0.0528, s1.acc: 96.0566, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0942, s2.loss_cls: 0.0270, s2.acc: 95.8169, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0456, loss: 0.8810 2022-09-19 02:09:16,632 - mmdet - INFO - Epoch [35][300/7330] lr: 1.000e-06, eta: 3:59:07, time: 0.791, data_time: 0.008, memory: 12711, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1129, s0.acc: 95.7759, s0.loss_bbox: 0.1962, s0.loss_mask: 0.1744, s1.loss_cls: 0.0525, s1.acc: 96.0518, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0921, s2.loss_cls: 0.0268, s2.acc: 95.8605, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0448, loss: 0.8755 2022-09-19 02:09:56,146 - mmdet - INFO - Epoch [35][350/7330] lr: 1.000e-06, eta: 3:51:10, time: 0.790, data_time: 0.008, memory: 12711, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1124, s0.acc: 95.7886, s0.loss_bbox: 0.1958, s0.loss_mask: 0.1789, s1.loss_cls: 0.0531, s1.acc: 95.9983, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0950, s2.loss_cls: 0.0271, s2.acc: 95.7719, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0462, loss: 0.8841 2022-09-19 02:10:35,992 - mmdet - INFO - Epoch [35][400/7330] lr: 1.000e-06, eta: 3:45:14, time: 0.797, data_time: 0.008, memory: 12711, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1154, s0.acc: 95.6941, s0.loss_bbox: 0.1948, s0.loss_mask: 0.1773, s1.loss_cls: 0.0536, s1.acc: 95.9488, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0935, s2.loss_cls: 0.0270, s2.acc: 95.7380, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0455, loss: 0.8813 2022-09-19 02:11:15,475 - mmdet - INFO - Epoch [35][450/7330] lr: 1.000e-06, eta: 3:40:17, time: 0.790, data_time: 0.008, memory: 12711, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1193, s0.acc: 95.5520, s0.loss_bbox: 0.2022, s0.loss_mask: 0.1842, s1.loss_cls: 0.0556, s1.acc: 95.7644, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0973, s2.loss_cls: 0.0284, s2.acc: 95.5259, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0470, loss: 0.9139 2022-09-19 02:11:55,405 - mmdet - INFO - Epoch [35][500/7330] lr: 1.000e-06, eta: 3:36:24, time: 0.799, data_time: 0.009, memory: 12712, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1216, s0.acc: 95.4060, s0.loss_bbox: 0.2081, s0.loss_mask: 0.1837, s1.loss_cls: 0.0577, s1.acc: 95.5812, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0967, s2.loss_cls: 0.0294, s2.acc: 95.4451, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0466, loss: 0.9277 2022-09-19 02:12:35,106 - mmdet - INFO - Epoch [35][550/7330] lr: 1.000e-06, eta: 3:33:01, time: 0.794, data_time: 0.008, memory: 12712, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1176, s0.acc: 95.6860, s0.loss_bbox: 0.1966, s0.loss_mask: 0.1817, s1.loss_cls: 0.0553, s1.acc: 95.8510, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0953, s2.loss_cls: 0.0279, s2.acc: 95.7236, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0462, loss: 0.8966 2022-09-19 02:13:14,720 - mmdet - INFO - Epoch [35][600/7330] lr: 1.000e-06, eta: 3:30:02, time: 0.792, data_time: 0.007, memory: 12712, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1218, s0.acc: 95.4602, s0.loss_bbox: 0.2074, s0.loss_mask: 0.1832, s1.loss_cls: 0.0574, s1.acc: 95.6400, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0959, s2.loss_cls: 0.0290, s2.acc: 95.4502, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0463, loss: 0.9250 2022-09-19 02:13:54,279 - mmdet - INFO - Epoch [35][650/7330] lr: 1.000e-06, eta: 3:27:24, time: 0.791, data_time: 0.009, memory: 12712, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1167, s0.acc: 95.7490, s0.loss_bbox: 0.1953, s0.loss_mask: 0.1778, s1.loss_cls: 0.0538, s1.acc: 96.0247, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0934, s2.loss_cls: 0.0274, s2.acc: 95.8172, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0451, loss: 0.8840 2022-09-19 02:14:33,662 - mmdet - INFO - Epoch [35][700/7330] lr: 1.000e-06, eta: 3:24:59, time: 0.788, data_time: 0.009, memory: 12712, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1171, s0.acc: 95.5718, s0.loss_bbox: 0.2002, s0.loss_mask: 0.1772, s1.loss_cls: 0.0559, s1.acc: 95.7298, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0935, s2.loss_cls: 0.0284, s2.acc: 95.5507, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0451, loss: 0.8951 2022-09-19 02:15:13,402 - mmdet - INFO - Epoch [35][750/7330] lr: 1.000e-06, eta: 3:22:55, time: 0.795, data_time: 0.010, memory: 12712, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1280, s0.acc: 95.3496, s0.loss_bbox: 0.2063, s0.loss_mask: 0.1855, s1.loss_cls: 0.0608, s1.acc: 95.4597, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0974, s2.loss_cls: 0.0307, s2.acc: 95.3106, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0470, loss: 0.9378 2022-09-19 02:15:53,034 - mmdet - INFO - Epoch [35][800/7330] lr: 1.000e-06, eta: 3:21:00, time: 0.793, data_time: 0.009, memory: 12712, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1221, s0.acc: 95.5322, s0.loss_bbox: 0.2016, s0.loss_mask: 0.1833, s1.loss_cls: 0.0578, s1.acc: 95.6721, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0964, s2.loss_cls: 0.0292, s2.acc: 95.4901, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0464, loss: 0.9127 2022-09-19 02:16:32,585 - mmdet - INFO - Epoch [35][850/7330] lr: 1.000e-06, eta: 3:19:12, time: 0.791, data_time: 0.009, memory: 12712, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1127, s0.acc: 95.8357, s0.loss_bbox: 0.1929, s0.loss_mask: 0.1743, s1.loss_cls: 0.0525, s1.acc: 96.0278, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0922, s2.loss_cls: 0.0269, s2.acc: 95.8164, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0446, loss: 0.8682 2022-09-19 02:17:11,637 - mmdet - INFO - Epoch [35][900/7330] lr: 1.000e-06, eta: 3:17:24, time: 0.781, data_time: 0.010, memory: 12712, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1183, s0.acc: 95.6411, s0.loss_bbox: 0.1978, s0.loss_mask: 0.1857, s1.loss_cls: 0.0562, s1.acc: 95.7515, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0973, s2.loss_cls: 0.0286, s2.acc: 95.5517, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0473, loss: 0.9067 2022-09-19 02:17:50,870 - mmdet - INFO - Epoch [35][950/7330] lr: 1.000e-06, eta: 3:15:46, time: 0.785, data_time: 0.009, memory: 12712, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1205, s0.acc: 95.5237, s0.loss_bbox: 0.2032, s0.loss_mask: 0.1822, s1.loss_cls: 0.0562, s1.acc: 95.7465, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0964, s2.loss_cls: 0.0288, s2.acc: 95.5518, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0462, loss: 0.9130 2022-09-19 02:18:29,947 - mmdet - INFO - Epoch [35][1000/7330] lr: 1.000e-06, eta: 3:14:12, time: 0.782, data_time: 0.008, memory: 12712, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1165, s0.acc: 95.7341, s0.loss_bbox: 0.1988, s0.loss_mask: 0.1800, s1.loss_cls: 0.0548, s1.acc: 95.8792, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0958, s2.loss_cls: 0.0276, s2.acc: 95.7414, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0464, loss: 0.8990 2022-09-19 02:19:09,290 - mmdet - INFO - Epoch [35][1050/7330] lr: 1.000e-06, eta: 3:12:47, time: 0.787, data_time: 0.009, memory: 12712, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1131, s0.acc: 95.8071, s0.loss_bbox: 0.1946, s0.loss_mask: 0.1839, s1.loss_cls: 0.0533, s1.acc: 95.9908, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0975, s2.loss_cls: 0.0275, s2.acc: 95.7577, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0471, loss: 0.8919 2022-09-19 02:19:48,717 - mmdet - INFO - Epoch [35][1100/7330] lr: 1.000e-06, eta: 3:11:26, time: 0.789, data_time: 0.009, memory: 12713, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1202, s0.acc: 95.5415, s0.loss_bbox: 0.2013, s0.loss_mask: 0.1805, s1.loss_cls: 0.0574, s1.acc: 95.7010, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0954, s2.loss_cls: 0.0292, s2.acc: 95.4723, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0461, loss: 0.9091 2022-09-19 02:20:28,462 - mmdet - INFO - Epoch [35][1150/7330] lr: 1.000e-06, eta: 3:10:13, time: 0.795, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1198, s0.acc: 95.5732, s0.loss_bbox: 0.2015, s0.loss_mask: 0.1829, s1.loss_cls: 0.0546, s1.acc: 95.8396, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0968, s2.loss_cls: 0.0280, s2.acc: 95.7317, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0471, loss: 0.9102 2022-09-19 02:21:08,083 - mmdet - INFO - Epoch [35][1200/7330] lr: 1.000e-06, eta: 3:09:02, time: 0.793, data_time: 0.011, memory: 12716, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1234, s0.acc: 95.4543, s0.loss_bbox: 0.2071, s0.loss_mask: 0.1809, s1.loss_cls: 0.0586, s1.acc: 95.6115, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0952, s2.loss_cls: 0.0292, s2.acc: 95.5473, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0459, loss: 0.9229 2022-09-19 02:21:47,428 - mmdet - INFO - Epoch [35][1250/7330] lr: 1.000e-06, eta: 3:07:50, time: 0.787, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1172, s0.acc: 95.6821, s0.loss_bbox: 0.1951, s0.loss_mask: 0.1763, s1.loss_cls: 0.0550, s1.acc: 95.8222, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0928, s2.loss_cls: 0.0279, s2.acc: 95.6248, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0449, loss: 0.8840 2022-09-19 02:22:26,999 - mmdet - INFO - Epoch [35][1300/7330] lr: 1.000e-06, eta: 3:06:42, time: 0.791, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1196, s0.acc: 95.5115, s0.loss_bbox: 0.2009, s0.loss_mask: 0.1828, s1.loss_cls: 0.0571, s1.acc: 95.6121, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0956, s2.loss_cls: 0.0293, s2.acc: 95.4348, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0462, loss: 0.9120 2022-09-19 02:23:06,393 - mmdet - INFO - Epoch [35][1350/7330] lr: 1.000e-06, eta: 3:05:35, time: 0.788, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1173, s0.acc: 95.6575, s0.loss_bbox: 0.1945, s0.loss_mask: 0.1778, s1.loss_cls: 0.0556, s1.acc: 95.7991, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0934, s2.loss_cls: 0.0279, s2.acc: 95.6037, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0449, loss: 0.8840 2022-09-19 02:23:45,819 - mmdet - INFO - Epoch [35][1400/7330] lr: 1.000e-06, eta: 3:04:31, time: 0.789, data_time: 0.011, memory: 12716, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1167, s0.acc: 95.6262, s0.loss_bbox: 0.1951, s0.loss_mask: 0.1804, s1.loss_cls: 0.0550, s1.acc: 95.8318, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0945, s2.loss_cls: 0.0277, s2.acc: 95.6947, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0461, loss: 0.8876 2022-09-19 02:24:24,930 - mmdet - INFO - Epoch [35][1450/7330] lr: 1.000e-06, eta: 3:03:25, time: 0.782, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1155, s0.acc: 95.6765, s0.loss_bbox: 0.1949, s0.loss_mask: 0.1834, s1.loss_cls: 0.0543, s1.acc: 95.8137, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0962, s2.loss_cls: 0.0275, s2.acc: 95.5443, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0463, loss: 0.8881 2022-09-19 02:25:04,382 - mmdet - INFO - Epoch [35][1500/7330] lr: 1.000e-06, eta: 3:02:24, time: 0.789, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1107, s0.acc: 95.9197, s0.loss_bbox: 0.1912, s0.loss_mask: 0.1771, s1.loss_cls: 0.0520, s1.acc: 96.0784, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0935, s2.loss_cls: 0.0265, s2.acc: 95.9376, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0452, loss: 0.8682 2022-09-19 02:25:43,714 - mmdet - INFO - Epoch [35][1550/7330] lr: 1.000e-06, eta: 3:01:23, time: 0.787, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1139, s0.acc: 95.7368, s0.loss_bbox: 0.1965, s0.loss_mask: 0.1777, s1.loss_cls: 0.0533, s1.acc: 96.0278, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0944, s2.loss_cls: 0.0268, s2.acc: 95.9354, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0457, loss: 0.8828 2022-09-19 02:26:22,704 - mmdet - INFO - Epoch [35][1600/7330] lr: 1.000e-06, eta: 3:00:21, time: 0.780, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1155, s0.acc: 95.7053, s0.loss_bbox: 0.1924, s0.loss_mask: 0.1768, s1.loss_cls: 0.0542, s1.acc: 95.9599, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0931, s2.loss_cls: 0.0272, s2.acc: 95.7787, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0450, loss: 0.8768 2022-09-19 02:27:02,026 - mmdet - INFO - Epoch [35][1650/7330] lr: 1.000e-06, eta: 2:59:23, time: 0.786, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1205, s0.acc: 95.5342, s0.loss_bbox: 0.2008, s0.loss_mask: 0.1795, s1.loss_cls: 0.0566, s1.acc: 95.6856, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0949, s2.loss_cls: 0.0286, s2.acc: 95.5269, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0459, loss: 0.9048 2022-09-19 02:27:41,218 - mmdet - INFO - Epoch [35][1700/7330] lr: 1.000e-06, eta: 2:58:25, time: 0.784, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1139, s0.acc: 95.8015, s0.loss_bbox: 0.1948, s0.loss_mask: 0.1761, s1.loss_cls: 0.0531, s1.acc: 96.0166, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0924, s2.loss_cls: 0.0273, s2.acc: 95.8020, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0448, loss: 0.8741 2022-09-19 02:28:20,287 - mmdet - INFO - Epoch [35][1750/7330] lr: 1.000e-06, eta: 2:57:28, time: 0.781, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1170, s0.acc: 95.6697, s0.loss_bbox: 0.1989, s0.loss_mask: 0.1825, s1.loss_cls: 0.0551, s1.acc: 95.8569, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0957, s2.loss_cls: 0.0282, s2.acc: 95.6149, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0461, loss: 0.9012 2022-09-19 02:28:59,485 - mmdet - INFO - Epoch [35][1800/7330] lr: 1.000e-06, eta: 2:56:32, time: 0.784, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1171, s0.acc: 95.6521, s0.loss_bbox: 0.1972, s0.loss_mask: 0.1865, s1.loss_cls: 0.0553, s1.acc: 95.8300, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0973, s2.loss_cls: 0.0281, s2.acc: 95.6866, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0466, loss: 0.9071 2022-09-19 02:29:38,813 - mmdet - INFO - Epoch [35][1850/7330] lr: 1.000e-06, eta: 2:55:38, time: 0.787, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1228, s0.acc: 95.4824, s0.loss_bbox: 0.2055, s0.loss_mask: 0.1847, s1.loss_cls: 0.0580, s1.acc: 95.6473, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0974, s2.loss_cls: 0.0294, s2.acc: 95.4167, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0472, loss: 0.9242 2022-09-19 02:30:17,757 - mmdet - INFO - Epoch [35][1900/7330] lr: 1.000e-06, eta: 2:54:42, time: 0.779, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1210, s0.acc: 95.5044, s0.loss_bbox: 0.2017, s0.loss_mask: 0.1816, s1.loss_cls: 0.0577, s1.acc: 95.6672, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0960, s2.loss_cls: 0.0295, s2.acc: 95.5396, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0463, loss: 0.9101 2022-09-19 02:30:57,125 - mmdet - INFO - Epoch [35][1950/7330] lr: 1.000e-06, eta: 2:53:50, time: 0.787, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1245, s0.acc: 95.4001, s0.loss_bbox: 0.2055, s0.loss_mask: 0.1822, s1.loss_cls: 0.0582, s1.acc: 95.6582, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0948, s2.loss_cls: 0.0291, s2.acc: 95.5459, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0453, loss: 0.9196 2022-09-19 02:31:36,436 - mmdet - INFO - Epoch [35][2000/7330] lr: 1.000e-06, eta: 2:52:58, time: 0.786, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1185, s0.acc: 95.6514, s0.loss_bbox: 0.1985, s0.loss_mask: 0.1836, s1.loss_cls: 0.0554, s1.acc: 95.8235, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0962, s2.loss_cls: 0.0286, s2.acc: 95.5161, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0469, loss: 0.9047 2022-09-19 02:32:15,606 - mmdet - INFO - Epoch [35][2050/7330] lr: 1.000e-06, eta: 2:52:06, time: 0.783, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1186, s0.acc: 95.6240, s0.loss_bbox: 0.2004, s0.loss_mask: 0.1775, s1.loss_cls: 0.0555, s1.acc: 95.9202, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0939, s2.loss_cls: 0.0283, s2.acc: 95.7298, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0455, loss: 0.8963 2022-09-19 02:32:55,059 - mmdet - INFO - Epoch [35][2100/7330] lr: 1.000e-06, eta: 2:51:16, time: 0.789, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1163, s0.acc: 95.6589, s0.loss_bbox: 0.1990, s0.loss_mask: 0.1825, s1.loss_cls: 0.0551, s1.acc: 95.7744, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0963, s2.loss_cls: 0.0281, s2.acc: 95.6677, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0464, loss: 0.8996 2022-09-19 02:33:34,565 - mmdet - INFO - Epoch [35][2150/7330] lr: 1.000e-06, eta: 2:50:27, time: 0.790, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1190, s0.acc: 95.5627, s0.loss_bbox: 0.2026, s0.loss_mask: 0.1787, s1.loss_cls: 0.0560, s1.acc: 95.7108, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0947, s2.loss_cls: 0.0289, s2.acc: 95.4583, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0456, loss: 0.9068 2022-09-19 02:34:13,752 - mmdet - INFO - Epoch [35][2200/7330] lr: 1.000e-06, eta: 2:49:36, time: 0.784, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1128, s0.acc: 95.7922, s0.loss_bbox: 0.1950, s0.loss_mask: 0.1792, s1.loss_cls: 0.0534, s1.acc: 95.9743, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0946, s2.loss_cls: 0.0272, s2.acc: 95.7064, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0458, loss: 0.8819 2022-09-19 02:34:53,158 - mmdet - INFO - Epoch [35][2250/7330] lr: 1.000e-06, eta: 2:48:47, time: 0.788, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1201, s0.acc: 95.5215, s0.loss_bbox: 0.2036, s0.loss_mask: 0.1804, s1.loss_cls: 0.0563, s1.acc: 95.7461, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0952, s2.loss_cls: 0.0283, s2.acc: 95.6204, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0459, loss: 0.9103 2022-09-19 02:35:32,304 - mmdet - INFO - Epoch [35][2300/7330] lr: 1.000e-06, eta: 2:47:58, time: 0.783, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1165, s0.acc: 95.7092, s0.loss_bbox: 0.1989, s0.loss_mask: 0.1780, s1.loss_cls: 0.0546, s1.acc: 95.9418, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0940, s2.loss_cls: 0.0275, s2.acc: 95.8617, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0453, loss: 0.8915 2022-09-19 02:36:11,348 - mmdet - INFO - Epoch [35][2350/7330] lr: 1.000e-06, eta: 2:47:08, time: 0.781, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1075, s0.acc: 95.9739, s0.loss_bbox: 0.1885, s0.loss_mask: 0.1750, s1.loss_cls: 0.0506, s1.acc: 96.1597, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0928, s2.loss_cls: 0.0257, s2.acc: 95.9974, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0448, loss: 0.8537 2022-09-19 02:36:50,390 - mmdet - INFO - Epoch [35][2400/7330] lr: 1.000e-06, eta: 2:46:19, time: 0.781, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1117, s0.acc: 95.9050, s0.loss_bbox: 0.1935, s0.loss_mask: 0.1804, s1.loss_cls: 0.0525, s1.acc: 96.1655, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0962, s2.loss_cls: 0.0266, s2.acc: 95.9727, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0466, loss: 0.8791 2022-09-19 02:37:29,471 - mmdet - INFO - Epoch [35][2450/7330] lr: 1.000e-06, eta: 2:45:30, time: 0.782, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1224, s0.acc: 95.4585, s0.loss_bbox: 0.2060, s0.loss_mask: 0.1802, s1.loss_cls: 0.0578, s1.acc: 95.6290, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0942, s2.loss_cls: 0.0296, s2.acc: 95.4643, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0456, loss: 0.9172 2022-09-19 02:38:08,886 - mmdet - INFO - Epoch [35][2500/7330] lr: 1.000e-06, eta: 2:44:43, time: 0.788, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1181, s0.acc: 95.6580, s0.loss_bbox: 0.1960, s0.loss_mask: 0.1824, s1.loss_cls: 0.0557, s1.acc: 95.7867, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0964, s2.loss_cls: 0.0281, s2.acc: 95.6824, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0467, loss: 0.8975 2022-09-19 02:38:47,871 - mmdet - INFO - Epoch [35][2550/7330] lr: 1.000e-06, eta: 2:43:55, time: 0.780, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1181, s0.acc: 95.6765, s0.loss_bbox: 0.2000, s0.loss_mask: 0.1803, s1.loss_cls: 0.0558, s1.acc: 95.8155, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0954, s2.loss_cls: 0.0282, s2.acc: 95.6261, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0460, loss: 0.8999 2022-09-19 02:39:27,102 - mmdet - INFO - Epoch [35][2600/7330] lr: 1.000e-06, eta: 2:43:08, time: 0.785, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1220, s0.acc: 95.5339, s0.loss_bbox: 0.2017, s0.loss_mask: 0.1829, s1.loss_cls: 0.0579, s1.acc: 95.6440, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0957, s2.loss_cls: 0.0296, s2.acc: 95.4624, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0462, loss: 0.9167 2022-09-19 02:40:06,338 - mmdet - INFO - Epoch [35][2650/7330] lr: 1.000e-06, eta: 2:42:21, time: 0.785, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1212, s0.acc: 95.5376, s0.loss_bbox: 0.1996, s0.loss_mask: 0.1813, s1.loss_cls: 0.0571, s1.acc: 95.6896, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0952, s2.loss_cls: 0.0288, s2.acc: 95.5774, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0463, loss: 0.9081 2022-09-19 02:40:45,776 - mmdet - INFO - Epoch [35][2700/7330] lr: 1.000e-06, eta: 2:41:35, time: 0.789, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1141, s0.acc: 95.7556, s0.loss_bbox: 0.1952, s0.loss_mask: 0.1782, s1.loss_cls: 0.0538, s1.acc: 95.9387, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0933, s2.loss_cls: 0.0275, s2.acc: 95.7273, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0450, loss: 0.8803 2022-09-19 02:41:25,040 - mmdet - INFO - Epoch [35][2750/7330] lr: 1.000e-06, eta: 2:40:49, time: 0.785, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1152, s0.acc: 95.7134, s0.loss_bbox: 0.1987, s0.loss_mask: 0.1821, s1.loss_cls: 0.0531, s1.acc: 95.9856, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0961, s2.loss_cls: 0.0270, s2.acc: 95.8769, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0462, loss: 0.8945 2022-09-19 02:42:04,890 - mmdet - INFO - Epoch [35][2800/7330] lr: 1.000e-06, eta: 2:40:06, time: 0.797, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1219, s0.acc: 95.5957, s0.loss_bbox: 0.2046, s0.loss_mask: 0.1849, s1.loss_cls: 0.0565, s1.acc: 95.8562, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0977, s2.loss_cls: 0.0282, s2.acc: 95.7224, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0472, loss: 0.9223 2022-09-19 02:42:44,098 - mmdet - INFO - Epoch [35][2850/7330] lr: 1.000e-06, eta: 2:39:20, time: 0.784, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1164, s0.acc: 95.6880, s0.loss_bbox: 0.1967, s0.loss_mask: 0.1784, s1.loss_cls: 0.0542, s1.acc: 95.8937, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0941, s2.loss_cls: 0.0276, s2.acc: 95.7512, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0453, loss: 0.8878 2022-09-19 02:43:23,785 - mmdet - INFO - Epoch [35][2900/7330] lr: 1.000e-06, eta: 2:38:36, time: 0.794, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1199, s0.acc: 95.6609, s0.loss_bbox: 0.2015, s0.loss_mask: 0.1852, s1.loss_cls: 0.0565, s1.acc: 95.8189, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0974, s2.loss_cls: 0.0283, s2.acc: 95.7050, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0471, loss: 0.9143 2022-09-19 02:44:02,871 - mmdet - INFO - Epoch [35][2950/7330] lr: 1.000e-06, eta: 2:37:51, time: 0.782, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1120, s0.acc: 95.7903, s0.loss_bbox: 0.1966, s0.loss_mask: 0.1808, s1.loss_cls: 0.0525, s1.acc: 96.0413, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0956, s2.loss_cls: 0.0266, s2.acc: 95.8776, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0463, loss: 0.8843 2022-09-19 02:44:42,117 - mmdet - INFO - Epoch [35][3000/7330] lr: 1.000e-06, eta: 2:37:05, time: 0.785, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1192, s0.acc: 95.6082, s0.loss_bbox: 0.2013, s0.loss_mask: 0.1851, s1.loss_cls: 0.0564, s1.acc: 95.7589, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0977, s2.loss_cls: 0.0284, s2.acc: 95.6395, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0470, loss: 0.9136 2022-09-19 02:45:21,724 - mmdet - INFO - Epoch [35][3050/7330] lr: 1.000e-06, eta: 2:36:22, time: 0.792, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1262, s0.acc: 95.3057, s0.loss_bbox: 0.2121, s0.loss_mask: 0.1818, s1.loss_cls: 0.0593, s1.acc: 95.4513, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0959, s2.loss_cls: 0.0305, s2.acc: 95.1985, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0466, loss: 0.9421 2022-09-19 02:46:01,240 - mmdet - INFO - Epoch [35][3100/7330] lr: 1.000e-06, eta: 2:35:38, time: 0.790, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1117, s0.acc: 95.8555, s0.loss_bbox: 0.1952, s0.loss_mask: 0.1775, s1.loss_cls: 0.0527, s1.acc: 96.0518, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0943, s2.loss_cls: 0.0268, s2.acc: 95.8869, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0456, loss: 0.8766 2022-09-19 02:46:40,409 - mmdet - INFO - Epoch [35][3150/7330] lr: 1.000e-06, eta: 2:34:53, time: 0.783, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1159, s0.acc: 95.6428, s0.loss_bbox: 0.2045, s0.loss_mask: 0.1848, s1.loss_cls: 0.0544, s1.acc: 95.8343, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0969, s2.loss_cls: 0.0278, s2.acc: 95.6233, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0467, loss: 0.9120 2022-09-19 02:47:19,757 - mmdet - INFO - Epoch [35][3200/7330] lr: 1.000e-06, eta: 2:34:09, time: 0.787, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0158, s0.loss_cls: 0.1120, s0.acc: 95.8562, s0.loss_bbox: 0.1921, s0.loss_mask: 0.1777, s1.loss_cls: 0.0530, s1.acc: 96.0402, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0941, s2.loss_cls: 0.0266, s2.acc: 95.8958, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0453, loss: 0.8693 2022-09-19 02:47:59,178 - mmdet - INFO - Epoch [35][3250/7330] lr: 1.000e-06, eta: 2:33:26, time: 0.788, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1186, s0.acc: 95.6885, s0.loss_bbox: 0.1946, s0.loss_mask: 0.1830, s1.loss_cls: 0.0555, s1.acc: 95.8717, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0963, s2.loss_cls: 0.0285, s2.acc: 95.6599, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0463, loss: 0.8931 2022-09-19 02:48:38,169 - mmdet - INFO - Epoch [35][3300/7330] lr: 1.000e-06, eta: 2:32:41, time: 0.780, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1188, s0.acc: 95.5376, s0.loss_bbox: 0.2016, s0.loss_mask: 0.1862, s1.loss_cls: 0.0566, s1.acc: 95.6706, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0974, s2.loss_cls: 0.0289, s2.acc: 95.4958, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0471, loss: 0.9146 2022-09-19 02:49:17,252 - mmdet - INFO - Epoch [35][3350/7330] lr: 1.000e-06, eta: 2:31:56, time: 0.782, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1141, s0.acc: 95.7708, s0.loss_bbox: 0.1933, s0.loss_mask: 0.1807, s1.loss_cls: 0.0538, s1.acc: 95.9798, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0954, s2.loss_cls: 0.0274, s2.acc: 95.7524, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0464, loss: 0.8829 2022-09-19 02:49:56,817 - mmdet - INFO - Epoch [35][3400/7330] lr: 1.000e-06, eta: 2:31:13, time: 0.791, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1162, s0.acc: 95.6951, s0.loss_bbox: 0.1987, s0.loss_mask: 0.1797, s1.loss_cls: 0.0544, s1.acc: 95.9236, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0955, s2.loss_cls: 0.0275, s2.acc: 95.7543, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0462, loss: 0.8936 2022-09-19 02:50:36,091 - mmdet - INFO - Epoch [35][3450/7330] lr: 1.000e-06, eta: 2:30:30, time: 0.785, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1207, s0.acc: 95.5557, s0.loss_bbox: 0.2003, s0.loss_mask: 0.1826, s1.loss_cls: 0.0564, s1.acc: 95.6965, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0964, s2.loss_cls: 0.0285, s2.acc: 95.6443, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0468, loss: 0.9093 2022-09-19 02:51:15,291 - mmdet - INFO - Epoch [35][3500/7330] lr: 1.000e-06, eta: 2:29:46, time: 0.784, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1157, s0.acc: 95.7505, s0.loss_bbox: 0.1983, s0.loss_mask: 0.1799, s1.loss_cls: 0.0541, s1.acc: 95.9384, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0943, s2.loss_cls: 0.0275, s2.acc: 95.8203, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0453, loss: 0.8908 2022-09-19 02:51:54,814 - mmdet - INFO - Epoch [35][3550/7330] lr: 1.000e-06, eta: 2:29:04, time: 0.790, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1225, s0.acc: 95.4719, s0.loss_bbox: 0.2044, s0.loss_mask: 0.1773, s1.loss_cls: 0.0577, s1.acc: 95.6780, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0930, s2.loss_cls: 0.0294, s2.acc: 95.4806, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0450, loss: 0.9093 2022-09-19 02:52:34,154 - mmdet - INFO - Epoch [35][3600/7330] lr: 1.000e-06, eta: 2:28:20, time: 0.787, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1209, s0.acc: 95.5251, s0.loss_bbox: 0.2046, s0.loss_mask: 0.1856, s1.loss_cls: 0.0572, s1.acc: 95.7093, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0979, s2.loss_cls: 0.0287, s2.acc: 95.5143, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0473, loss: 0.9220 2022-09-19 02:53:13,874 - mmdet - INFO - Epoch [35][3650/7330] lr: 1.000e-06, eta: 2:27:39, time: 0.794, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1287, s0.acc: 95.1541, s0.loss_bbox: 0.2164, s0.loss_mask: 0.1848, s1.loss_cls: 0.0611, s1.acc: 95.3154, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0971, s2.loss_cls: 0.0310, s2.acc: 95.1201, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0469, loss: 0.9571 2022-09-19 02:53:53,202 - mmdet - INFO - Epoch [35][3700/7330] lr: 1.000e-06, eta: 2:26:56, time: 0.787, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1233, s0.acc: 95.4146, s0.loss_bbox: 0.2020, s0.loss_mask: 0.1831, s1.loss_cls: 0.0578, s1.acc: 95.6333, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0964, s2.loss_cls: 0.0291, s2.acc: 95.4625, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0465, loss: 0.9180 2022-09-19 02:54:32,551 - mmdet - INFO - Epoch [35][3750/7330] lr: 1.000e-06, eta: 2:26:13, time: 0.787, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1226, s0.acc: 95.5098, s0.loss_bbox: 0.2074, s0.loss_mask: 0.1856, s1.loss_cls: 0.0569, s1.acc: 95.7396, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0968, s2.loss_cls: 0.0288, s2.acc: 95.5285, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0467, loss: 0.9257 2022-09-19 02:55:12,089 - mmdet - INFO - Epoch [35][3800/7330] lr: 1.000e-06, eta: 2:25:31, time: 0.791, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1222, s0.acc: 95.4355, s0.loss_bbox: 0.2061, s0.loss_mask: 0.1804, s1.loss_cls: 0.0569, s1.acc: 95.6935, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0946, s2.loss_cls: 0.0293, s2.acc: 95.4550, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0458, loss: 0.9171 2022-09-19 02:55:51,362 - mmdet - INFO - Epoch [35][3850/7330] lr: 1.000e-06, eta: 2:24:48, time: 0.785, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1195, s0.acc: 95.6355, s0.loss_bbox: 0.1977, s0.loss_mask: 0.1819, s1.loss_cls: 0.0573, s1.acc: 95.7194, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0955, s2.loss_cls: 0.0290, s2.acc: 95.5349, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0460, loss: 0.9024 2022-09-19 02:56:30,604 - mmdet - INFO - Epoch [35][3900/7330] lr: 1.000e-06, eta: 2:24:05, time: 0.785, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1127, s0.acc: 95.8586, s0.loss_bbox: 0.1944, s0.loss_mask: 0.1776, s1.loss_cls: 0.0521, s1.acc: 96.0749, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0946, s2.loss_cls: 0.0266, s2.acc: 95.8851, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0461, loss: 0.8792 2022-09-19 02:57:09,921 - mmdet - INFO - Epoch [35][3950/7330] lr: 1.000e-06, eta: 2:23:23, time: 0.786, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1226, s0.acc: 95.5027, s0.loss_bbox: 0.2005, s0.loss_mask: 0.1815, s1.loss_cls: 0.0583, s1.acc: 95.6756, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0948, s2.loss_cls: 0.0293, s2.acc: 95.5605, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0459, loss: 0.9105 2022-09-19 02:57:49,649 - mmdet - INFO - Epoch [35][4000/7330] lr: 1.000e-06, eta: 2:22:41, time: 0.795, data_time: 0.011, memory: 12716, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1232, s0.acc: 95.3977, s0.loss_bbox: 0.2036, s0.loss_mask: 0.1842, s1.loss_cls: 0.0579, s1.acc: 95.5759, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0962, s2.loss_cls: 0.0293, s2.acc: 95.4661, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0467, loss: 0.9222 2022-09-19 02:58:29,097 - mmdet - INFO - Epoch [35][4050/7330] lr: 1.000e-06, eta: 2:21:59, time: 0.789, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1220, s0.acc: 95.4802, s0.loss_bbox: 0.2052, s0.loss_mask: 0.1835, s1.loss_cls: 0.0576, s1.acc: 95.6984, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0970, s2.loss_cls: 0.0293, s2.acc: 95.5423, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0468, loss: 0.9223 2022-09-19 02:59:08,440 - mmdet - INFO - Epoch [35][4100/7330] lr: 1.000e-06, eta: 2:21:17, time: 0.787, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1194, s0.acc: 95.5610, s0.loss_bbox: 0.2034, s0.loss_mask: 0.1843, s1.loss_cls: 0.0571, s1.acc: 95.7009, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0971, s2.loss_cls: 0.0293, s2.acc: 95.4362, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0470, loss: 0.9190 2022-09-19 02:59:47,615 - mmdet - INFO - Epoch [35][4150/7330] lr: 1.000e-06, eta: 2:20:35, time: 0.784, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1184, s0.acc: 95.6323, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1867, s1.loss_cls: 0.0559, s1.acc: 95.8228, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0973, s2.loss_cls: 0.0287, s2.acc: 95.6386, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0471, loss: 0.9133 2022-09-19 03:00:27,085 - mmdet - INFO - Epoch [35][4200/7330] lr: 1.000e-06, eta: 2:19:53, time: 0.789, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1227, s0.acc: 95.5393, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1826, s1.loss_cls: 0.0580, s1.acc: 95.7372, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0967, s2.loss_cls: 0.0293, s2.acc: 95.5765, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0470, loss: 0.9196 2022-09-19 03:01:05,971 - mmdet - INFO - Epoch [35][4250/7330] lr: 1.000e-06, eta: 2:19:10, time: 0.778, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1139, s0.acc: 95.7588, s0.loss_bbox: 0.1892, s0.loss_mask: 0.1756, s1.loss_cls: 0.0532, s1.acc: 95.9940, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0934, s2.loss_cls: 0.0266, s2.acc: 95.8768, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0452, loss: 0.8653 2022-09-19 03:01:45,372 - mmdet - INFO - Epoch [35][4300/7330] lr: 1.000e-06, eta: 2:18:28, time: 0.788, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1202, s0.acc: 95.5901, s0.loss_bbox: 0.1993, s0.loss_mask: 0.1819, s1.loss_cls: 0.0564, s1.acc: 95.7542, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0959, s2.loss_cls: 0.0285, s2.acc: 95.6577, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0463, loss: 0.9064 2022-09-19 03:02:24,413 - mmdet - INFO - Epoch [35][4350/7330] lr: 1.000e-06, eta: 2:17:45, time: 0.781, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1226, s0.acc: 95.4763, s0.loss_bbox: 0.2008, s0.loss_mask: 0.1840, s1.loss_cls: 0.0576, s1.acc: 95.6822, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0961, s2.loss_cls: 0.0293, s2.acc: 95.5571, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0466, loss: 0.9154 2022-09-19 03:03:03,735 - mmdet - INFO - Epoch [35][4400/7330] lr: 1.000e-06, eta: 2:17:03, time: 0.786, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1232, s0.acc: 95.3977, s0.loss_bbox: 0.2083, s0.loss_mask: 0.1864, s1.loss_cls: 0.0580, s1.acc: 95.5122, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0979, s2.loss_cls: 0.0294, s2.acc: 95.4235, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0470, loss: 0.9332 2022-09-19 03:03:42,879 - mmdet - INFO - Epoch [35][4450/7330] lr: 1.000e-06, eta: 2:16:21, time: 0.783, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1167, s0.acc: 95.6118, s0.loss_bbox: 0.2045, s0.loss_mask: 0.1840, s1.loss_cls: 0.0542, s1.acc: 95.8678, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0964, s2.loss_cls: 0.0273, s2.acc: 95.8523, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0468, loss: 0.9090 2022-09-19 03:04:22,255 - mmdet - INFO - Epoch [35][4500/7330] lr: 1.000e-06, eta: 2:15:40, time: 0.788, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1216, s0.acc: 95.4519, s0.loss_bbox: 0.2049, s0.loss_mask: 0.1855, s1.loss_cls: 0.0575, s1.acc: 95.6581, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0975, s2.loss_cls: 0.0289, s2.acc: 95.5062, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0468, loss: 0.9262 2022-09-19 03:05:01,675 - mmdet - INFO - Epoch [35][4550/7330] lr: 1.000e-06, eta: 2:14:58, time: 0.788, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1211, s0.acc: 95.5251, s0.loss_bbox: 0.2061, s0.loss_mask: 0.1859, s1.loss_cls: 0.0570, s1.acc: 95.6535, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0986, s2.loss_cls: 0.0292, s2.acc: 95.4112, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0478, loss: 0.9262 2022-09-19 03:05:40,649 - mmdet - INFO - Epoch [35][4600/7330] lr: 1.000e-06, eta: 2:14:16, time: 0.779, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0161, s0.loss_cls: 0.1141, s0.acc: 95.7817, s0.loss_bbox: 0.1944, s0.loss_mask: 0.1754, s1.loss_cls: 0.0530, s1.acc: 96.0131, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0929, s2.loss_cls: 0.0268, s2.acc: 95.8698, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0449, loss: 0.8729 2022-09-19 03:06:19,839 - mmdet - INFO - Epoch [35][4650/7330] lr: 1.000e-06, eta: 2:13:34, time: 0.784, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1162, s0.acc: 95.6997, s0.loss_bbox: 0.1969, s0.loss_mask: 0.1790, s1.loss_cls: 0.0545, s1.acc: 95.8783, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0943, s2.loss_cls: 0.0275, s2.acc: 95.7653, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0455, loss: 0.8875 2022-09-19 03:06:59,563 - mmdet - INFO - Epoch [35][4700/7330] lr: 1.000e-06, eta: 2:12:53, time: 0.794, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0192, s0.loss_cls: 0.1213, s0.acc: 95.4905, s0.loss_bbox: 0.2063, s0.loss_mask: 0.1823, s1.loss_cls: 0.0574, s1.acc: 95.6913, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0957, s2.loss_cls: 0.0291, s2.acc: 95.4944, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0461, loss: 0.9222 2022-09-19 03:07:38,597 - mmdet - INFO - Epoch [35][4750/7330] lr: 1.000e-06, eta: 2:12:11, time: 0.781, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0161, s0.loss_cls: 0.1165, s0.acc: 95.6597, s0.loss_bbox: 0.1979, s0.loss_mask: 0.1802, s1.loss_cls: 0.0544, s1.acc: 95.8694, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0955, s2.loss_cls: 0.0280, s2.acc: 95.7534, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0463, loss: 0.8926 2022-09-19 03:08:17,949 - mmdet - INFO - Epoch [35][4800/7330] lr: 1.000e-06, eta: 2:11:30, time: 0.787, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1153, s0.acc: 95.7148, s0.loss_bbox: 0.1969, s0.loss_mask: 0.1795, s1.loss_cls: 0.0544, s1.acc: 95.8721, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0950, s2.loss_cls: 0.0275, s2.acc: 95.7923, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0460, loss: 0.8876 2022-09-19 03:08:57,315 - mmdet - INFO - Epoch [35][4850/7330] lr: 1.000e-06, eta: 2:10:48, time: 0.787, data_time: 0.011, memory: 12716, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1165, s0.acc: 95.6238, s0.loss_bbox: 0.1993, s0.loss_mask: 0.1811, s1.loss_cls: 0.0555, s1.acc: 95.7990, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0954, s2.loss_cls: 0.0281, s2.acc: 95.5905, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0461, loss: 0.8971 2022-09-19 03:09:36,501 - mmdet - INFO - Epoch [35][4900/7330] lr: 1.000e-06, eta: 2:10:07, time: 0.784, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1168, s0.acc: 95.5884, s0.loss_bbox: 0.2001, s0.loss_mask: 0.1820, s1.loss_cls: 0.0553, s1.acc: 95.7077, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0958, s2.loss_cls: 0.0279, s2.acc: 95.5788, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0465, loss: 0.8999 2022-09-19 03:10:15,402 - mmdet - INFO - Epoch [35][4950/7330] lr: 1.000e-06, eta: 2:09:24, time: 0.778, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1171, s0.acc: 95.7161, s0.loss_bbox: 0.1953, s0.loss_mask: 0.1763, s1.loss_cls: 0.0556, s1.acc: 95.8356, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0931, s2.loss_cls: 0.0279, s2.acc: 95.7368, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0451, loss: 0.8838 2022-09-19 03:10:54,689 - mmdet - INFO - Epoch [35][5000/7330] lr: 1.000e-06, eta: 2:08:43, time: 0.786, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1200, s0.acc: 95.5847, s0.loss_bbox: 0.2009, s0.loss_mask: 0.1802, s1.loss_cls: 0.0571, s1.acc: 95.7286, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0950, s2.loss_cls: 0.0291, s2.acc: 95.4301, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0460, loss: 0.9076 2022-09-19 03:11:33,457 - mmdet - INFO - Epoch [35][5050/7330] lr: 1.000e-06, eta: 2:08:01, time: 0.775, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1139, s0.acc: 95.8589, s0.loss_bbox: 0.1914, s0.loss_mask: 0.1808, s1.loss_cls: 0.0524, s1.acc: 96.1378, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0955, s2.loss_cls: 0.0265, s2.acc: 95.9680, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0462, loss: 0.8783 2022-09-19 03:12:12,947 - mmdet - INFO - Epoch [35][5100/7330] lr: 1.000e-06, eta: 2:07:20, time: 0.790, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1173, s0.acc: 95.7146, s0.loss_bbox: 0.1999, s0.loss_mask: 0.1798, s1.loss_cls: 0.0546, s1.acc: 95.8934, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0942, s2.loss_cls: 0.0278, s2.acc: 95.6332, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0455, loss: 0.8987 2022-09-19 03:12:52,559 - mmdet - INFO - Epoch [35][5150/7330] lr: 1.000e-06, eta: 2:06:39, time: 0.792, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1226, s0.acc: 95.4868, s0.loss_bbox: 0.2077, s0.loss_mask: 0.1845, s1.loss_cls: 0.0581, s1.acc: 95.6204, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0971, s2.loss_cls: 0.0292, s2.acc: 95.4644, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0471, loss: 0.9289 2022-09-19 03:13:31,633 - mmdet - INFO - Epoch [35][5200/7330] lr: 1.000e-06, eta: 2:05:58, time: 0.782, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1162, s0.acc: 95.6787, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1796, s1.loss_cls: 0.0548, s1.acc: 95.8710, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0954, s2.loss_cls: 0.0281, s2.acc: 95.6479, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0462, loss: 0.8919 2022-09-19 03:14:11,584 - mmdet - INFO - Epoch [35][5250/7330] lr: 1.000e-06, eta: 2:05:18, time: 0.799, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1262, s0.acc: 95.2319, s0.loss_bbox: 0.2129, s0.loss_mask: 0.1879, s1.loss_cls: 0.0591, s1.acc: 95.4720, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0991, s2.loss_cls: 0.0301, s2.acc: 95.2989, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0480, loss: 0.9528 2022-09-19 03:14:50,896 - mmdet - INFO - Epoch [35][5300/7330] lr: 1.000e-06, eta: 2:04:37, time: 0.786, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1123, s0.acc: 95.7949, s0.loss_bbox: 0.1984, s0.loss_mask: 0.1789, s1.loss_cls: 0.0517, s1.acc: 96.1024, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0941, s2.loss_cls: 0.0265, s2.acc: 95.8374, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0457, loss: 0.8819 2022-09-19 03:15:30,049 - mmdet - INFO - Epoch [35][5350/7330] lr: 1.000e-06, eta: 2:03:56, time: 0.783, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1208, s0.acc: 95.5247, s0.loss_bbox: 0.2009, s0.loss_mask: 0.1852, s1.loss_cls: 0.0566, s1.acc: 95.7058, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0979, s2.loss_cls: 0.0284, s2.acc: 95.6006, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0474, loss: 0.9166 2022-09-19 03:16:09,345 - mmdet - INFO - Epoch [35][5400/7330] lr: 1.000e-06, eta: 2:03:14, time: 0.786, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1195, s0.acc: 95.5359, s0.loss_bbox: 0.2022, s0.loss_mask: 0.1787, s1.loss_cls: 0.0569, s1.acc: 95.6218, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0949, s2.loss_cls: 0.0290, s2.acc: 95.4362, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0456, loss: 0.9055 2022-09-19 03:16:48,287 - mmdet - INFO - Epoch [35][5450/7330] lr: 1.000e-06, eta: 2:02:33, time: 0.779, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1197, s0.acc: 95.6086, s0.loss_bbox: 0.1996, s0.loss_mask: 0.1760, s1.loss_cls: 0.0551, s1.acc: 95.9116, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0935, s2.loss_cls: 0.0282, s2.acc: 95.6968, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0453, loss: 0.8968 2022-09-19 03:17:28,186 - mmdet - INFO - Epoch [35][5500/7330] lr: 1.000e-06, eta: 2:01:53, time: 0.798, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1286, s0.acc: 95.3176, s0.loss_bbox: 0.2075, s0.loss_mask: 0.1831, s1.loss_cls: 0.0604, s1.acc: 95.5570, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0955, s2.loss_cls: 0.0303, s2.acc: 95.3317, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0462, loss: 0.9337 2022-09-19 03:18:07,806 - mmdet - INFO - Epoch [35][5550/7330] lr: 1.000e-06, eta: 2:01:13, time: 0.792, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1233, s0.acc: 95.4463, s0.loss_bbox: 0.2057, s0.loss_mask: 0.1825, s1.loss_cls: 0.0575, s1.acc: 95.5896, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0961, s2.loss_cls: 0.0288, s2.acc: 95.5528, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0466, loss: 0.9216 2022-09-19 03:18:47,210 - mmdet - INFO - Epoch [35][5600/7330] lr: 1.000e-06, eta: 2:00:32, time: 0.788, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1214, s0.acc: 95.4648, s0.loss_bbox: 0.1995, s0.loss_mask: 0.1809, s1.loss_cls: 0.0573, s1.acc: 95.6305, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0951, s2.loss_cls: 0.0286, s2.acc: 95.6081, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0459, loss: 0.9054 2022-09-19 03:19:27,058 - mmdet - INFO - Epoch [35][5650/7330] lr: 1.000e-06, eta: 1:59:52, time: 0.797, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1212, s0.acc: 95.4766, s0.loss_bbox: 0.2074, s0.loss_mask: 0.1814, s1.loss_cls: 0.0570, s1.acc: 95.7011, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0952, s2.loss_cls: 0.0292, s2.acc: 95.4726, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0460, loss: 0.9199 2022-09-19 03:20:06,273 - mmdet - INFO - Epoch [35][5700/7330] lr: 1.000e-06, eta: 1:59:11, time: 0.784, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1166, s0.acc: 95.6860, s0.loss_bbox: 0.2008, s0.loss_mask: 0.1813, s1.loss_cls: 0.0542, s1.acc: 95.9674, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0946, s2.loss_cls: 0.0274, s2.acc: 95.7391, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0458, loss: 0.8991 2022-09-19 03:20:45,875 - mmdet - INFO - Epoch [35][5750/7330] lr: 1.000e-06, eta: 1:58:30, time: 0.792, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1222, s0.acc: 95.4849, s0.loss_bbox: 0.2060, s0.loss_mask: 0.1841, s1.loss_cls: 0.0579, s1.acc: 95.6298, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0963, s2.loss_cls: 0.0296, s2.acc: 95.4263, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0464, loss: 0.9252 2022-09-19 03:21:25,575 - mmdet - INFO - Epoch [35][5800/7330] lr: 1.000e-06, eta: 1:57:50, time: 0.794, data_time: 0.011, memory: 12716, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1309, s0.acc: 95.1492, s0.loss_bbox: 0.2182, s0.loss_mask: 0.1918, s1.loss_cls: 0.0615, s1.acc: 95.3619, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0999, s2.loss_cls: 0.0310, s2.acc: 95.1594, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0481, loss: 0.9740 2022-09-19 03:22:04,784 - mmdet - INFO - Epoch [35][5850/7330] lr: 1.000e-06, eta: 1:57:09, time: 0.784, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1132, s0.acc: 95.8506, s0.loss_bbox: 0.1901, s0.loss_mask: 0.1765, s1.loss_cls: 0.0524, s1.acc: 96.0885, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0941, s2.loss_cls: 0.0265, s2.acc: 95.9119, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0457, loss: 0.8687 2022-09-19 03:22:44,293 - mmdet - INFO - Epoch [35][5900/7330] lr: 1.000e-06, eta: 1:56:29, time: 0.790, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1187, s0.acc: 95.5251, s0.loss_bbox: 0.2050, s0.loss_mask: 0.1833, s1.loss_cls: 0.0563, s1.acc: 95.6909, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0968, s2.loss_cls: 0.0287, s2.acc: 95.5706, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0464, loss: 0.9146 2022-09-19 03:23:23,167 - mmdet - INFO - Epoch [35][5950/7330] lr: 1.000e-06, eta: 1:55:47, time: 0.778, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1147, s0.acc: 95.8203, s0.loss_bbox: 0.1945, s0.loss_mask: 0.1812, s1.loss_cls: 0.0537, s1.acc: 96.0289, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0956, s2.loss_cls: 0.0277, s2.acc: 95.8034, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0461, loss: 0.8867 2022-09-19 03:24:02,391 - mmdet - INFO - Epoch [35][6000/7330] lr: 1.000e-06, eta: 1:55:07, time: 0.784, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1142, s0.acc: 95.7439, s0.loss_bbox: 0.1931, s0.loss_mask: 0.1787, s1.loss_cls: 0.0543, s1.acc: 95.8495, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0945, s2.loss_cls: 0.0277, s2.acc: 95.7027, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0458, loss: 0.8809 2022-09-19 03:24:42,313 - mmdet - INFO - Epoch [35][6050/7330] lr: 1.000e-06, eta: 1:54:27, time: 0.798, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1204, s0.acc: 95.4717, s0.loss_bbox: 0.2064, s0.loss_mask: 0.1814, s1.loss_cls: 0.0569, s1.acc: 95.6400, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0958, s2.loss_cls: 0.0287, s2.acc: 95.5047, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0464, loss: 0.9184 2022-09-19 03:25:21,373 - mmdet - INFO - Epoch [35][6100/7330] lr: 1.000e-06, eta: 1:53:46, time: 0.781, data_time: 0.009, memory: 12716, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1153, s0.acc: 95.7563, s0.loss_bbox: 0.1976, s0.loss_mask: 0.1817, s1.loss_cls: 0.0538, s1.acc: 95.9368, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0955, s2.loss_cls: 0.0273, s2.acc: 95.7643, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0461, loss: 0.8933 2022-09-19 03:26:01,224 - mmdet - INFO - Epoch [35][6150/7330] lr: 1.000e-06, eta: 1:53:06, time: 0.797, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1258, s0.acc: 95.4150, s0.loss_bbox: 0.2109, s0.loss_mask: 0.1902, s1.loss_cls: 0.0592, s1.acc: 95.6441, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0985, s2.loss_cls: 0.0299, s2.acc: 95.5210, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0476, loss: 0.9500 2022-09-19 03:26:40,358 - mmdet - INFO - Epoch [35][6200/7330] lr: 1.000e-06, eta: 1:52:25, time: 0.783, data_time: 0.008, memory: 12716, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1188, s0.acc: 95.5547, s0.loss_bbox: 0.2047, s0.loss_mask: 0.1829, s1.loss_cls: 0.0563, s1.acc: 95.7426, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0960, s2.loss_cls: 0.0290, s2.acc: 95.5250, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0464, loss: 0.9174 2022-09-19 03:27:19,600 - mmdet - INFO - Epoch [35][6250/7330] lr: 1.000e-06, eta: 1:51:44, time: 0.785, data_time: 0.010, memory: 12716, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1228, s0.acc: 95.4507, s0.loss_bbox: 0.2096, s0.loss_mask: 0.1847, s1.loss_cls: 0.0577, s1.acc: 95.5578, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0971, s2.loss_cls: 0.0292, s2.acc: 95.4296, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0468, loss: 0.9331 2022-09-19 03:27:59,206 - mmdet - INFO - Epoch [35][6300/7330] lr: 1.000e-06, eta: 1:51:04, time: 0.792, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1191, s0.acc: 95.5110, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1807, s1.loss_cls: 0.0565, s1.acc: 95.6497, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0955, s2.loss_cls: 0.0285, s2.acc: 95.5984, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0459, loss: 0.9055 2022-09-19 03:28:38,510 - mmdet - INFO - Epoch [35][6350/7330] lr: 1.000e-06, eta: 1:50:23, time: 0.786, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1222, s0.acc: 95.4692, s0.loss_bbox: 0.2042, s0.loss_mask: 0.1794, s1.loss_cls: 0.0571, s1.acc: 95.7058, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0949, s2.loss_cls: 0.0288, s2.acc: 95.5362, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0457, loss: 0.9117 2022-09-19 03:29:17,525 - mmdet - INFO - Epoch [35][6400/7330] lr: 1.000e-06, eta: 1:49:42, time: 0.780, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1119, s0.acc: 95.8223, s0.loss_bbox: 0.1895, s0.loss_mask: 0.1737, s1.loss_cls: 0.0529, s1.acc: 95.9853, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0924, s2.loss_cls: 0.0268, s2.acc: 95.8659, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0446, loss: 0.8623 2022-09-19 03:29:56,412 - mmdet - INFO - Epoch [35][6450/7330] lr: 1.000e-06, eta: 1:49:01, time: 0.778, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1177, s0.acc: 95.6528, s0.loss_bbox: 0.1932, s0.loss_mask: 0.1793, s1.loss_cls: 0.0564, s1.acc: 95.7518, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0948, s2.loss_cls: 0.0283, s2.acc: 95.5990, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0459, loss: 0.8872 2022-09-19 03:30:35,972 - mmdet - INFO - Epoch [35][6500/7330] lr: 1.000e-06, eta: 1:48:21, time: 0.791, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1242, s0.acc: 95.4238, s0.loss_bbox: 0.2057, s0.loss_mask: 0.1823, s1.loss_cls: 0.0576, s1.acc: 95.6312, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0959, s2.loss_cls: 0.0298, s2.acc: 95.4614, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0463, loss: 0.9250 2022-09-19 03:31:14,786 - mmdet - INFO - Epoch [35][6550/7330] lr: 1.000e-06, eta: 1:47:40, time: 0.777, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0160, s0.loss_cls: 0.1129, s0.acc: 95.8279, s0.loss_bbox: 0.1907, s0.loss_mask: 0.1754, s1.loss_cls: 0.0522, s1.acc: 96.1430, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0917, s2.loss_cls: 0.0266, s2.acc: 95.9305, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0442, loss: 0.8600 2022-09-19 03:31:53,743 - mmdet - INFO - Epoch [35][6600/7330] lr: 1.000e-06, eta: 1:46:59, time: 0.779, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1201, s0.acc: 95.5479, s0.loss_bbox: 0.1990, s0.loss_mask: 0.1808, s1.loss_cls: 0.0577, s1.acc: 95.6812, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0950, s2.loss_cls: 0.0288, s2.acc: 95.5370, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0461, loss: 0.9043 2022-09-19 03:32:32,910 - mmdet - INFO - Epoch [35][6650/7330] lr: 1.000e-06, eta: 1:46:19, time: 0.783, data_time: 0.010, memory: 12719, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1181, s0.acc: 95.7124, s0.loss_bbox: 0.1964, s0.loss_mask: 0.1772, s1.loss_cls: 0.0547, s1.acc: 95.9628, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0931, s2.loss_cls: 0.0280, s2.acc: 95.8001, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0453, loss: 0.8880 2022-09-19 03:33:12,025 - mmdet - INFO - Epoch [35][6700/7330] lr: 1.000e-06, eta: 1:45:38, time: 0.782, data_time: 0.010, memory: 12719, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1220, s0.acc: 95.4746, s0.loss_bbox: 0.2032, s0.loss_mask: 0.1815, s1.loss_cls: 0.0576, s1.acc: 95.6645, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0960, s2.loss_cls: 0.0290, s2.acc: 95.5331, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0464, loss: 0.9186 2022-09-19 03:33:51,569 - mmdet - INFO - Epoch [35][6750/7330] lr: 1.000e-06, eta: 1:44:58, time: 0.791, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1156, s0.acc: 95.7651, s0.loss_bbox: 0.1957, s0.loss_mask: 0.1775, s1.loss_cls: 0.0554, s1.acc: 95.8702, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0933, s2.loss_cls: 0.0280, s2.acc: 95.6873, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0449, loss: 0.8832 2022-09-19 03:34:31,143 - mmdet - INFO - Epoch [35][6800/7330] lr: 1.000e-06, eta: 1:44:18, time: 0.791, data_time: 0.011, memory: 12719, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1303, s0.acc: 95.1492, s0.loss_bbox: 0.2179, s0.loss_mask: 0.1864, s1.loss_cls: 0.0618, s1.acc: 95.3340, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0986, s2.loss_cls: 0.0308, s2.acc: 95.2223, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0476, loss: 0.9616 2022-09-19 03:35:10,408 - mmdet - INFO - Epoch [35][6850/7330] lr: 1.000e-06, eta: 1:43:37, time: 0.785, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1209, s0.acc: 95.5132, s0.loss_bbox: 0.2046, s0.loss_mask: 0.1817, s1.loss_cls: 0.0566, s1.acc: 95.6904, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0959, s2.loss_cls: 0.0293, s2.acc: 95.4085, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0463, loss: 0.9180 2022-09-19 03:35:49,846 - mmdet - INFO - Epoch [35][6900/7330] lr: 1.000e-06, eta: 1:42:57, time: 0.789, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0156, s0.loss_cls: 0.1123, s0.acc: 95.8535, s0.loss_bbox: 0.1963, s0.loss_mask: 0.1781, s1.loss_cls: 0.0529, s1.acc: 95.9658, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0941, s2.loss_cls: 0.0269, s2.acc: 95.7995, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0458, loss: 0.8815 2022-09-19 03:36:29,060 - mmdet - INFO - Epoch [35][6950/7330] lr: 1.000e-06, eta: 1:42:17, time: 0.784, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1199, s0.acc: 95.5164, s0.loss_bbox: 0.1974, s0.loss_mask: 0.1799, s1.loss_cls: 0.0565, s1.acc: 95.7196, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0942, s2.loss_cls: 0.0285, s2.acc: 95.5601, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0456, loss: 0.8977 2022-09-19 03:37:08,548 - mmdet - INFO - Epoch [35][7000/7330] lr: 1.000e-06, eta: 1:41:36, time: 0.790, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1243, s0.acc: 95.3054, s0.loss_bbox: 0.2077, s0.loss_mask: 0.1849, s1.loss_cls: 0.0585, s1.acc: 95.5114, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0967, s2.loss_cls: 0.0296, s2.acc: 95.3608, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0468, loss: 0.9312 2022-09-19 03:37:47,961 - mmdet - INFO - Epoch [35][7050/7330] lr: 1.000e-06, eta: 1:40:56, time: 0.788, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1161, s0.acc: 95.7783, s0.loss_bbox: 0.2019, s0.loss_mask: 0.1816, s1.loss_cls: 0.0543, s1.acc: 95.9245, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0951, s2.loss_cls: 0.0273, s2.acc: 95.8340, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0459, loss: 0.8994 2022-09-19 03:38:27,522 - mmdet - INFO - Epoch [35][7100/7330] lr: 1.000e-06, eta: 1:40:16, time: 0.791, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1226, s0.acc: 95.3901, s0.loss_bbox: 0.2130, s0.loss_mask: 0.1830, s1.loss_cls: 0.0575, s1.acc: 95.5943, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0962, s2.loss_cls: 0.0293, s2.acc: 95.5318, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0467, loss: 0.9386 2022-09-19 03:39:06,519 - mmdet - INFO - Epoch [35][7150/7330] lr: 1.000e-06, eta: 1:39:36, time: 0.780, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1137, s0.acc: 95.7917, s0.loss_bbox: 0.1977, s0.loss_mask: 0.1827, s1.loss_cls: 0.0529, s1.acc: 95.9625, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0965, s2.loss_cls: 0.0272, s2.acc: 95.7826, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0466, loss: 0.8915 2022-09-19 03:39:45,712 - mmdet - INFO - Epoch [35][7200/7330] lr: 1.000e-06, eta: 1:38:55, time: 0.784, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1199, s0.acc: 95.5967, s0.loss_bbox: 0.2046, s0.loss_mask: 0.1831, s1.loss_cls: 0.0562, s1.acc: 95.7647, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0955, s2.loss_cls: 0.0288, s2.acc: 95.5937, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0461, loss: 0.9140 2022-09-19 03:40:24,969 - mmdet - INFO - Epoch [35][7250/7330] lr: 1.000e-06, eta: 1:38:15, time: 0.785, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1226, s0.acc: 95.4656, s0.loss_bbox: 0.2063, s0.loss_mask: 0.1830, s1.loss_cls: 0.0571, s1.acc: 95.7929, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0961, s2.loss_cls: 0.0288, s2.acc: 95.5966, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0466, loss: 0.9220 2022-09-19 03:41:04,119 - mmdet - INFO - Epoch [35][7300/7330] lr: 1.000e-06, eta: 1:37:34, time: 0.783, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1188, s0.acc: 95.5845, s0.loss_bbox: 0.2045, s0.loss_mask: 0.1826, s1.loss_cls: 0.0557, s1.acc: 95.7906, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0965, s2.loss_cls: 0.0287, s2.acc: 95.5504, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0468, loss: 0.9199 2022-09-19 03:41:35,942 - mmdet - INFO - Saving checkpoint at 35 epochs 2022-09-19 03:43:04,756 - mmdet - INFO - Evaluating bbox... 2022-09-19 03:43:37,576 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.521 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.706 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.564 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.357 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.550 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.677 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.474 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.668 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.790 2022-09-19 03:43:37,576 - mmdet - INFO - Evaluating segm... 2022-09-19 03:44:10,900 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.448 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.680 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.484 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.258 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.476 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.638 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.387 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.719 2022-09-19 03:44:11,398 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-19 03:44:11,398 - mmdet - INFO - Epoch(val) [35][313] bbox_mAP: 0.5210, bbox_mAP_50: 0.7060, bbox_mAP_75: 0.5640, bbox_mAP_s: 0.3570, bbox_mAP_m: 0.5500, bbox_mAP_l: 0.6770, bbox_mAP_copypaste: 0.521 0.706 0.564 0.357 0.550 0.677, segm_mAP: 0.4480, segm_mAP_50: 0.6800, segm_mAP_75: 0.4840, segm_mAP_s: 0.2580, segm_mAP_m: 0.4760, segm_mAP_l: 0.6380, segm_mAP_copypaste: 0.448 0.680 0.484 0.258 0.476 0.638 2022-09-19 03:45:41,486 - mmdet - INFO - Epoch [36][50/7330] lr: 1.000e-06, eta: 1:36:57, time: 1.801, data_time: 0.956, memory: 12719, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1222, s0.acc: 95.3792, s0.loss_bbox: 0.2076, s0.loss_mask: 0.1847, s1.loss_cls: 0.0580, s1.acc: 95.5704, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0966, s2.loss_cls: 0.0291, s2.acc: 95.3833, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0466, loss: 0.9272 2022-09-19 03:46:24,334 - mmdet - INFO - Epoch [36][100/7330] lr: 1.000e-06, eta: 1:36:20, time: 0.857, data_time: 0.007, memory: 12719, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1171, s0.acc: 95.5347, s0.loss_bbox: 0.2027, s0.loss_mask: 0.1850, s1.loss_cls: 0.0548, s1.acc: 95.7408, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0971, s2.loss_cls: 0.0279, s2.acc: 95.6251, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0469, loss: 0.9099 2022-09-19 03:47:04,684 - mmdet - INFO - Epoch [36][150/7330] lr: 1.000e-06, eta: 1:35:40, time: 0.807, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1147, s0.acc: 95.7332, s0.loss_bbox: 0.1931, s0.loss_mask: 0.1799, s1.loss_cls: 0.0549, s1.acc: 95.8361, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0948, s2.loss_cls: 0.0279, s2.acc: 95.6955, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0459, loss: 0.8846 2022-09-19 03:47:45,035 - mmdet - INFO - Epoch [36][200/7330] lr: 1.000e-06, eta: 1:35:00, time: 0.807, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1195, s0.acc: 95.5474, s0.loss_bbox: 0.2093, s0.loss_mask: 0.1857, s1.loss_cls: 0.0557, s1.acc: 95.8194, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0976, s2.loss_cls: 0.0286, s2.acc: 95.5722, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0470, loss: 0.9247 2022-09-19 03:48:24,861 - mmdet - INFO - Epoch [36][250/7330] lr: 1.000e-06, eta: 1:34:20, time: 0.796, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1226, s0.acc: 95.3982, s0.loss_bbox: 0.2088, s0.loss_mask: 0.1856, s1.loss_cls: 0.0576, s1.acc: 95.6339, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0975, s2.loss_cls: 0.0292, s2.acc: 95.4642, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0471, loss: 0.9325 2022-09-19 03:49:04,534 - mmdet - INFO - Epoch [36][300/7330] lr: 1.000e-06, eta: 1:33:40, time: 0.794, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1241, s0.acc: 95.3357, s0.loss_bbox: 0.2102, s0.loss_mask: 0.1832, s1.loss_cls: 0.0585, s1.acc: 95.5229, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0967, s2.loss_cls: 0.0295, s2.acc: 95.2921, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0469, loss: 0.9358 2022-09-19 03:49:43,887 - mmdet - INFO - Epoch [36][350/7330] lr: 1.000e-06, eta: 1:33:00, time: 0.787, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1196, s0.acc: 95.6118, s0.loss_bbox: 0.2043, s0.loss_mask: 0.1816, s1.loss_cls: 0.0554, s1.acc: 95.8170, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0959, s2.loss_cls: 0.0279, s2.acc: 95.6974, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0459, loss: 0.9111 2022-09-19 03:50:23,661 - mmdet - INFO - Epoch [36][400/7330] lr: 1.000e-06, eta: 1:32:19, time: 0.795, data_time: 0.012, memory: 12719, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1247, s0.acc: 95.3945, s0.loss_bbox: 0.2095, s0.loss_mask: 0.1894, s1.loss_cls: 0.0586, s1.acc: 95.5135, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0990, s2.loss_cls: 0.0290, s2.acc: 95.4934, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0473, loss: 0.9428 2022-09-19 03:51:02,956 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-19 03:51:02,957 - mmdet - INFO - Epoch [36][450/7330] lr: 1.000e-06, eta: 1:31:39, time: 0.786, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1204, s0.acc: 95.4639, s0.loss_bbox: 0.2040, s0.loss_mask: 0.1785, s1.loss_cls: 0.0564, s1.acc: 95.7156, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0946, s2.loss_cls: 0.0289, s2.acc: 95.5696, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0457, loss: 0.9084 2022-09-19 03:51:42,178 - mmdet - INFO - Epoch [36][500/7330] lr: 1.000e-06, eta: 1:30:58, time: 0.784, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1179, s0.acc: 95.6650, s0.loss_bbox: 0.1995, s0.loss_mask: 0.1806, s1.loss_cls: 0.0555, s1.acc: 95.8048, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0949, s2.loss_cls: 0.0278, s2.acc: 95.6742, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0460, loss: 0.8986 2022-09-19 03:52:21,334 - mmdet - INFO - Epoch [36][550/7330] lr: 1.000e-06, eta: 1:30:18, time: 0.783, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1200, s0.acc: 95.6001, s0.loss_bbox: 0.1997, s0.loss_mask: 0.1768, s1.loss_cls: 0.0570, s1.acc: 95.7604, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0937, s2.loss_cls: 0.0291, s2.acc: 95.4955, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0455, loss: 0.8995 2022-09-19 03:53:00,518 - mmdet - INFO - Epoch [36][600/7330] lr: 1.000e-06, eta: 1:29:37, time: 0.784, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1167, s0.acc: 95.6775, s0.loss_bbox: 0.1971, s0.loss_mask: 0.1816, s1.loss_cls: 0.0551, s1.acc: 95.8669, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0953, s2.loss_cls: 0.0277, s2.acc: 95.7485, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0463, loss: 0.8928 2022-09-19 03:53:39,806 - mmdet - INFO - Epoch [36][650/7330] lr: 1.000e-06, eta: 1:28:56, time: 0.786, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1199, s0.acc: 95.5625, s0.loss_bbox: 0.2001, s0.loss_mask: 0.1791, s1.loss_cls: 0.0569, s1.acc: 95.7080, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0940, s2.loss_cls: 0.0284, s2.acc: 95.6258, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0454, loss: 0.8982 2022-09-19 03:54:18,802 - mmdet - INFO - Epoch [36][700/7330] lr: 1.000e-06, eta: 1:28:16, time: 0.780, data_time: 0.010, memory: 12719, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1153, s0.acc: 95.7461, s0.loss_bbox: 0.1989, s0.loss_mask: 0.1809, s1.loss_cls: 0.0535, s1.acc: 95.9874, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0958, s2.loss_cls: 0.0269, s2.acc: 95.8257, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0461, loss: 0.8928 2022-09-19 03:54:58,276 - mmdet - INFO - Epoch [36][750/7330] lr: 1.000e-06, eta: 1:27:35, time: 0.789, data_time: 0.010, memory: 12719, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1248, s0.acc: 95.3237, s0.loss_bbox: 0.2074, s0.loss_mask: 0.1796, s1.loss_cls: 0.0593, s1.acc: 95.5299, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0949, s2.loss_cls: 0.0295, s2.acc: 95.4295, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0457, loss: 0.9288 2022-09-19 03:55:37,443 - mmdet - INFO - Epoch [36][800/7330] lr: 1.000e-06, eta: 1:26:55, time: 0.784, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1205, s0.acc: 95.5066, s0.loss_bbox: 0.1987, s0.loss_mask: 0.1775, s1.loss_cls: 0.0569, s1.acc: 95.7175, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0939, s2.loss_cls: 0.0290, s2.acc: 95.5343, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0452, loss: 0.8959 2022-09-19 03:56:16,363 - mmdet - INFO - Epoch [36][850/7330] lr: 1.000e-06, eta: 1:26:14, time: 0.778, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1110, s0.acc: 95.9060, s0.loss_bbox: 0.1929, s0.loss_mask: 0.1754, s1.loss_cls: 0.0519, s1.acc: 96.0813, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0926, s2.loss_cls: 0.0266, s2.acc: 95.9633, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0450, loss: 0.8674 2022-09-19 03:56:55,886 - mmdet - INFO - Epoch [36][900/7330] lr: 1.000e-06, eta: 1:25:34, time: 0.791, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1250, s0.acc: 95.4177, s0.loss_bbox: 0.2036, s0.loss_mask: 0.1796, s1.loss_cls: 0.0582, s1.acc: 95.6241, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0939, s2.loss_cls: 0.0292, s2.acc: 95.5509, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0453, loss: 0.9137 2022-09-19 03:57:35,281 - mmdet - INFO - Epoch [36][950/7330] lr: 1.000e-06, eta: 1:24:54, time: 0.788, data_time: 0.010, memory: 12719, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1214, s0.acc: 95.5554, s0.loss_bbox: 0.2032, s0.loss_mask: 0.1815, s1.loss_cls: 0.0581, s1.acc: 95.7194, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0964, s2.loss_cls: 0.0291, s2.acc: 95.5796, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0465, loss: 0.9162 2022-09-19 03:58:14,820 - mmdet - INFO - Epoch [36][1000/7330] lr: 1.000e-06, eta: 1:24:13, time: 0.791, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1251, s0.acc: 95.4421, s0.loss_bbox: 0.2072, s0.loss_mask: 0.1840, s1.loss_cls: 0.0584, s1.acc: 95.7244, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0975, s2.loss_cls: 0.0295, s2.acc: 95.4399, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0472, loss: 0.9334 2022-09-19 03:58:53,686 - mmdet - INFO - Epoch [36][1050/7330] lr: 1.000e-06, eta: 1:23:33, time: 0.777, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1180, s0.acc: 95.5833, s0.loss_bbox: 0.2044, s0.loss_mask: 0.1841, s1.loss_cls: 0.0553, s1.acc: 95.7568, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0971, s2.loss_cls: 0.0283, s2.acc: 95.6088, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0471, loss: 0.9145 2022-09-19 03:59:32,754 - mmdet - INFO - Epoch [36][1100/7330] lr: 1.000e-06, eta: 1:22:52, time: 0.781, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0160, s0.loss_cls: 0.1111, s0.acc: 95.8237, s0.loss_bbox: 0.1979, s0.loss_mask: 0.1823, s1.loss_cls: 0.0524, s1.acc: 95.9913, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0952, s2.loss_cls: 0.0266, s2.acc: 95.8281, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0459, loss: 0.8833 2022-09-19 04:00:11,462 - mmdet - INFO - Epoch [36][1150/7330] lr: 1.000e-06, eta: 1:22:11, time: 0.774, data_time: 0.007, memory: 12719, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1139, s0.acc: 95.8601, s0.loss_bbox: 0.1921, s0.loss_mask: 0.1742, s1.loss_cls: 0.0533, s1.acc: 96.0101, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0912, s2.loss_cls: 0.0266, s2.acc: 95.8364, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0441, loss: 0.8686 2022-09-19 04:00:50,742 - mmdet - INFO - Epoch [36][1200/7330] lr: 1.000e-06, eta: 1:21:31, time: 0.786, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1182, s0.acc: 95.6169, s0.loss_bbox: 0.2038, s0.loss_mask: 0.1795, s1.loss_cls: 0.0568, s1.acc: 95.7217, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0935, s2.loss_cls: 0.0289, s2.acc: 95.5291, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0453, loss: 0.9037 2022-09-19 04:01:30,005 - mmdet - INFO - Epoch [36][1250/7330] lr: 1.000e-06, eta: 1:20:51, time: 0.785, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1216, s0.acc: 95.4949, s0.loss_bbox: 0.2064, s0.loss_mask: 0.1843, s1.loss_cls: 0.0569, s1.acc: 95.6974, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0964, s2.loss_cls: 0.0293, s2.acc: 95.4608, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0465, loss: 0.9253 2022-09-19 04:02:09,356 - mmdet - INFO - Epoch [36][1300/7330] lr: 1.000e-06, eta: 1:20:10, time: 0.787, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1203, s0.acc: 95.5549, s0.loss_bbox: 0.2062, s0.loss_mask: 0.1819, s1.loss_cls: 0.0564, s1.acc: 95.7648, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0961, s2.loss_cls: 0.0286, s2.acc: 95.6093, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0463, loss: 0.9145 2022-09-19 04:02:48,867 - mmdet - INFO - Epoch [36][1350/7330] lr: 1.000e-06, eta: 1:19:30, time: 0.790, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0161, s0.loss_cls: 0.1171, s0.acc: 95.6221, s0.loss_bbox: 0.1999, s0.loss_mask: 0.1785, s1.loss_cls: 0.0556, s1.acc: 95.7779, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0940, s2.loss_cls: 0.0285, s2.acc: 95.6023, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0455, loss: 0.8935 2022-09-19 04:03:28,242 - mmdet - INFO - Epoch [36][1400/7330] lr: 1.000e-06, eta: 1:18:50, time: 0.787, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1158, s0.acc: 95.6855, s0.loss_bbox: 0.1983, s0.loss_mask: 0.1788, s1.loss_cls: 0.0541, s1.acc: 95.9374, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0941, s2.loss_cls: 0.0277, s2.acc: 95.7632, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0456, loss: 0.8916 2022-09-19 04:04:07,610 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-19 04:04:07,610 - mmdet - INFO - Epoch [36][1450/7330] lr: 1.000e-06, eta: 1:18:10, time: 0.787, data_time: 0.010, memory: 12719, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1166, s0.acc: 95.7205, s0.loss_bbox: 0.1968, s0.loss_mask: 0.1827, s1.loss_cls: 0.0551, s1.acc: 95.8997, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0963, s2.loss_cls: 0.0277, s2.acc: 95.7148, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0466, loss: 0.8981 2022-09-19 04:04:46,980 - mmdet - INFO - Epoch [36][1500/7330] lr: 1.000e-06, eta: 1:17:29, time: 0.787, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1252, s0.acc: 95.4197, s0.loss_bbox: 0.2061, s0.loss_mask: 0.1835, s1.loss_cls: 0.0594, s1.acc: 95.5566, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0970, s2.loss_cls: 0.0302, s2.acc: 95.3459, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0473, loss: 0.9316 2022-09-19 04:05:26,276 - mmdet - INFO - Epoch [36][1550/7330] lr: 1.000e-06, eta: 1:16:49, time: 0.786, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1250, s0.acc: 95.4177, s0.loss_bbox: 0.2120, s0.loss_mask: 0.1820, s1.loss_cls: 0.0593, s1.acc: 95.5292, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0953, s2.loss_cls: 0.0297, s2.acc: 95.3976, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0461, loss: 0.9366 2022-09-19 04:06:05,576 - mmdet - INFO - Epoch [36][1600/7330] lr: 1.000e-06, eta: 1:16:09, time: 0.786, data_time: 0.010, memory: 12719, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1199, s0.acc: 95.5635, s0.loss_bbox: 0.2037, s0.loss_mask: 0.1839, s1.loss_cls: 0.0561, s1.acc: 95.7950, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0973, s2.loss_cls: 0.0287, s2.acc: 95.5760, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0470, loss: 0.9176 2022-09-19 04:06:44,885 - mmdet - INFO - Epoch [36][1650/7330] lr: 1.000e-06, eta: 1:15:29, time: 0.786, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1129, s0.acc: 95.7048, s0.loss_bbox: 0.1924, s0.loss_mask: 0.1808, s1.loss_cls: 0.0528, s1.acc: 95.9586, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0956, s2.loss_cls: 0.0273, s2.acc: 95.8030, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0461, loss: 0.8788 2022-09-19 04:07:24,243 - mmdet - INFO - Epoch [36][1700/7330] lr: 1.000e-06, eta: 1:14:49, time: 0.787, data_time: 0.011, memory: 12719, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1189, s0.acc: 95.5935, s0.loss_bbox: 0.1991, s0.loss_mask: 0.1816, s1.loss_cls: 0.0562, s1.acc: 95.7858, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0952, s2.loss_cls: 0.0281, s2.acc: 95.6901, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0461, loss: 0.9020 2022-09-19 04:08:04,077 - mmdet - INFO - Epoch [36][1750/7330] lr: 1.000e-06, eta: 1:14:09, time: 0.797, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1147, s0.acc: 95.7175, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1830, s1.loss_cls: 0.0536, s1.acc: 95.8929, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0958, s2.loss_cls: 0.0276, s2.acc: 95.7358, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0460, loss: 0.9017 2022-09-19 04:08:43,300 - mmdet - INFO - Epoch [36][1800/7330] lr: 1.000e-06, eta: 1:13:28, time: 0.784, data_time: 0.010, memory: 12719, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1182, s0.acc: 95.6035, s0.loss_bbox: 0.1979, s0.loss_mask: 0.1771, s1.loss_cls: 0.0558, s1.acc: 95.7819, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0935, s2.loss_cls: 0.0284, s2.acc: 95.6483, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0452, loss: 0.8930 2022-09-19 04:09:22,869 - mmdet - INFO - Epoch [36][1850/7330] lr: 1.000e-06, eta: 1:12:48, time: 0.791, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1143, s0.acc: 95.7883, s0.loss_bbox: 0.1954, s0.loss_mask: 0.1769, s1.loss_cls: 0.0540, s1.acc: 95.9683, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0938, s2.loss_cls: 0.0275, s2.acc: 95.7637, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0454, loss: 0.8808 2022-09-19 04:10:02,332 - mmdet - INFO - Epoch [36][1900/7330] lr: 1.000e-06, eta: 1:12:08, time: 0.789, data_time: 0.010, memory: 12719, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1108, s0.acc: 95.8848, s0.loss_bbox: 0.1944, s0.loss_mask: 0.1800, s1.loss_cls: 0.0514, s1.acc: 96.1527, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0953, s2.loss_cls: 0.0262, s2.acc: 95.9916, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0461, loss: 0.8752 2022-09-19 04:10:42,041 - mmdet - INFO - Epoch [36][1950/7330] lr: 1.000e-06, eta: 1:11:28, time: 0.794, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1202, s0.acc: 95.5510, s0.loss_bbox: 0.2020, s0.loss_mask: 0.1838, s1.loss_cls: 0.0557, s1.acc: 95.8603, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0972, s2.loss_cls: 0.0283, s2.acc: 95.6402, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0470, loss: 0.9144 2022-09-19 04:11:21,199 - mmdet - INFO - Epoch [36][2000/7330] lr: 1.000e-06, eta: 1:10:48, time: 0.783, data_time: 0.008, memory: 12719, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1191, s0.acc: 95.5957, s0.loss_bbox: 0.1999, s0.loss_mask: 0.1846, s1.loss_cls: 0.0566, s1.acc: 95.7787, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0971, s2.loss_cls: 0.0286, s2.acc: 95.5906, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0468, loss: 0.9069 2022-09-19 04:12:00,588 - mmdet - INFO - Epoch [36][2050/7330] lr: 1.000e-06, eta: 1:10:08, time: 0.788, data_time: 0.009, memory: 12719, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1152, s0.acc: 95.7388, s0.loss_bbox: 0.1956, s0.loss_mask: 0.1793, s1.loss_cls: 0.0547, s1.acc: 95.9403, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0944, s2.loss_cls: 0.0281, s2.acc: 95.6347, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0455, loss: 0.8865 2022-09-19 04:12:39,826 - mmdet - INFO - Epoch [36][2100/7330] lr: 1.000e-06, eta: 1:09:28, time: 0.785, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1191, s0.acc: 95.5903, s0.loss_bbox: 0.2000, s0.loss_mask: 0.1829, s1.loss_cls: 0.0564, s1.acc: 95.7912, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0958, s2.loss_cls: 0.0286, s2.acc: 95.5757, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0461, loss: 0.9098 2022-09-19 04:13:18,891 - mmdet - INFO - Epoch [36][2150/7330] lr: 1.000e-06, eta: 1:08:47, time: 0.781, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1191, s0.acc: 95.5862, s0.loss_bbox: 0.2018, s0.loss_mask: 0.1837, s1.loss_cls: 0.0563, s1.acc: 95.7642, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0971, s2.loss_cls: 0.0288, s2.acc: 95.5039, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0472, loss: 0.9117 2022-09-19 04:13:58,520 - mmdet - INFO - Epoch [36][2200/7330] lr: 1.000e-06, eta: 1:08:07, time: 0.793, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1191, s0.acc: 95.5364, s0.loss_bbox: 0.2005, s0.loss_mask: 0.1778, s1.loss_cls: 0.0569, s1.acc: 95.6474, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0942, s2.loss_cls: 0.0289, s2.acc: 95.4639, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0455, loss: 0.8979 2022-09-19 04:14:38,346 - mmdet - INFO - Epoch [36][2250/7330] lr: 1.000e-06, eta: 1:07:28, time: 0.797, data_time: 0.007, memory: 12720, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1166, s0.acc: 95.5669, s0.loss_bbox: 0.1993, s0.loss_mask: 0.1804, s1.loss_cls: 0.0553, s1.acc: 95.7904, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0952, s2.loss_cls: 0.0281, s2.acc: 95.5984, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0459, loss: 0.9001 2022-09-19 04:15:17,656 - mmdet - INFO - Epoch [36][2300/7330] lr: 1.000e-06, eta: 1:06:48, time: 0.786, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1161, s0.acc: 95.6743, s0.loss_bbox: 0.1931, s0.loss_mask: 0.1772, s1.loss_cls: 0.0546, s1.acc: 95.8358, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0941, s2.loss_cls: 0.0279, s2.acc: 95.7493, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0456, loss: 0.8824 2022-09-19 04:15:56,864 - mmdet - INFO - Epoch [36][2350/7330] lr: 1.000e-06, eta: 1:06:07, time: 0.784, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0165, s0.loss_cls: 0.1142, s0.acc: 95.7524, s0.loss_bbox: 0.1964, s0.loss_mask: 0.1790, s1.loss_cls: 0.0543, s1.acc: 95.8912, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0943, s2.loss_cls: 0.0277, s2.acc: 95.7280, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0455, loss: 0.8856 2022-09-19 04:16:36,000 - mmdet - INFO - Epoch [36][2400/7330] lr: 1.000e-06, eta: 1:05:27, time: 0.783, data_time: 0.010, memory: 12720, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1159, s0.acc: 95.7239, s0.loss_bbox: 0.2018, s0.loss_mask: 0.1827, s1.loss_cls: 0.0547, s1.acc: 95.9134, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0963, s2.loss_cls: 0.0277, s2.acc: 95.7178, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0467, loss: 0.8998 2022-09-19 04:17:15,289 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-19 04:17:15,289 - mmdet - INFO - Epoch [36][2450/7330] lr: 1.000e-06, eta: 1:04:47, time: 0.786, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1159, s0.acc: 95.7166, s0.loss_bbox: 0.1974, s0.loss_mask: 0.1797, s1.loss_cls: 0.0539, s1.acc: 95.9915, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0943, s2.loss_cls: 0.0274, s2.acc: 95.8206, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0456, loss: 0.8887 2022-09-19 04:17:54,638 - mmdet - INFO - Epoch [36][2500/7330] lr: 1.000e-06, eta: 1:04:07, time: 0.787, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1240, s0.acc: 95.4224, s0.loss_bbox: 0.2073, s0.loss_mask: 0.1806, s1.loss_cls: 0.0574, s1.acc: 95.6601, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0945, s2.loss_cls: 0.0288, s2.acc: 95.5225, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0458, loss: 0.9203 2022-09-19 04:18:34,012 - mmdet - INFO - Epoch [36][2550/7330] lr: 1.000e-06, eta: 1:03:27, time: 0.787, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1194, s0.acc: 95.6040, s0.loss_bbox: 0.2020, s0.loss_mask: 0.1782, s1.loss_cls: 0.0566, s1.acc: 95.7651, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0944, s2.loss_cls: 0.0288, s2.acc: 95.5303, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0455, loss: 0.9025 2022-09-19 04:19:13,599 - mmdet - INFO - Epoch [36][2600/7330] lr: 1.000e-06, eta: 1:02:47, time: 0.792, data_time: 0.011, memory: 12720, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1177, s0.acc: 95.6333, s0.loss_bbox: 0.1995, s0.loss_mask: 0.1806, s1.loss_cls: 0.0553, s1.acc: 95.8438, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0951, s2.loss_cls: 0.0281, s2.acc: 95.6754, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0459, loss: 0.9013 2022-09-19 04:19:53,210 - mmdet - INFO - Epoch [36][2650/7330] lr: 1.000e-06, eta: 1:02:07, time: 0.792, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1217, s0.acc: 95.5317, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1836, s1.loss_cls: 0.0565, s1.acc: 95.7711, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0956, s2.loss_cls: 0.0286, s2.acc: 95.5890, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0462, loss: 0.9145 2022-09-19 04:20:32,681 - mmdet - INFO - Epoch [36][2700/7330] lr: 1.000e-06, eta: 1:01:27, time: 0.789, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1194, s0.acc: 95.5635, s0.loss_bbox: 0.2014, s0.loss_mask: 0.1814, s1.loss_cls: 0.0560, s1.acc: 95.8044, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0955, s2.loss_cls: 0.0284, s2.acc: 95.5853, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0463, loss: 0.9077 2022-09-19 04:21:12,015 - mmdet - INFO - Epoch [36][2750/7330] lr: 1.000e-06, eta: 1:00:47, time: 0.787, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1168, s0.acc: 95.6287, s0.loss_bbox: 0.1999, s0.loss_mask: 0.1791, s1.loss_cls: 0.0546, s1.acc: 95.8534, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0940, s2.loss_cls: 0.0277, s2.acc: 95.6777, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0455, loss: 0.8969 2022-09-19 04:21:51,501 - mmdet - INFO - Epoch [36][2800/7330] lr: 1.000e-06, eta: 1:00:07, time: 0.790, data_time: 0.010, memory: 12720, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1192, s0.acc: 95.6406, s0.loss_bbox: 0.1986, s0.loss_mask: 0.1824, s1.loss_cls: 0.0553, s1.acc: 95.9280, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0954, s2.loss_cls: 0.0281, s2.acc: 95.7321, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0460, loss: 0.9001 2022-09-19 04:22:30,688 - mmdet - INFO - Epoch [36][2850/7330] lr: 1.000e-06, eta: 0:59:27, time: 0.784, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1131, s0.acc: 95.8953, s0.loss_bbox: 0.1908, s0.loss_mask: 0.1776, s1.loss_cls: 0.0536, s1.acc: 96.0567, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0936, s2.loss_cls: 0.0273, s2.acc: 95.9750, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0453, loss: 0.8744 2022-09-19 04:23:10,471 - mmdet - INFO - Epoch [36][2900/7330] lr: 1.000e-06, eta: 0:58:47, time: 0.796, data_time: 0.011, memory: 12720, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1160, s0.acc: 95.6716, s0.loss_bbox: 0.2034, s0.loss_mask: 0.1865, s1.loss_cls: 0.0535, s1.acc: 95.9312, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0981, s2.loss_cls: 0.0276, s2.acc: 95.7115, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0475, loss: 0.9141 2022-09-19 04:23:49,574 - mmdet - INFO - Epoch [36][2950/7330] lr: 1.000e-06, eta: 0:58:07, time: 0.782, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1164, s0.acc: 95.6450, s0.loss_bbox: 0.1991, s0.loss_mask: 0.1801, s1.loss_cls: 0.0550, s1.acc: 95.8546, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0941, s2.loss_cls: 0.0278, s2.acc: 95.7548, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0454, loss: 0.8954 2022-09-19 04:24:29,327 - mmdet - INFO - Epoch [36][3000/7330] lr: 1.000e-06, eta: 0:57:27, time: 0.795, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1213, s0.acc: 95.5127, s0.loss_bbox: 0.2084, s0.loss_mask: 0.1834, s1.loss_cls: 0.0573, s1.acc: 95.6842, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0965, s2.loss_cls: 0.0289, s2.acc: 95.6371, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0468, loss: 0.9256 2022-09-19 04:25:08,904 - mmdet - INFO - Epoch [36][3050/7330] lr: 1.000e-06, eta: 0:56:47, time: 0.792, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1170, s0.acc: 95.6670, s0.loss_bbox: 0.2013, s0.loss_mask: 0.1802, s1.loss_cls: 0.0545, s1.acc: 95.8739, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0946, s2.loss_cls: 0.0276, s2.acc: 95.7731, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0459, loss: 0.8999 2022-09-19 04:25:47,770 - mmdet - INFO - Epoch [36][3100/7330] lr: 1.000e-06, eta: 0:56:07, time: 0.777, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1161, s0.acc: 95.6653, s0.loss_bbox: 0.1949, s0.loss_mask: 0.1765, s1.loss_cls: 0.0551, s1.acc: 95.8363, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0920, s2.loss_cls: 0.0277, s2.acc: 95.6143, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0445, loss: 0.8805 2022-09-19 04:26:27,456 - mmdet - INFO - Epoch [36][3150/7330] lr: 1.000e-06, eta: 0:55:27, time: 0.794, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1264, s0.acc: 95.2651, s0.loss_bbox: 0.2139, s0.loss_mask: 0.1825, s1.loss_cls: 0.0595, s1.acc: 95.4573, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0957, s2.loss_cls: 0.0306, s2.acc: 95.2686, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0464, loss: 0.9430 2022-09-19 04:27:06,585 - mmdet - INFO - Epoch [36][3200/7330] lr: 1.000e-06, eta: 0:54:47, time: 0.783, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1179, s0.acc: 95.6460, s0.loss_bbox: 0.1991, s0.loss_mask: 0.1803, s1.loss_cls: 0.0547, s1.acc: 95.8490, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0951, s2.loss_cls: 0.0277, s2.acc: 95.6270, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0459, loss: 0.8967 2022-09-19 04:27:45,912 - mmdet - INFO - Epoch [36][3250/7330] lr: 1.000e-06, eta: 0:54:07, time: 0.786, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1209, s0.acc: 95.4834, s0.loss_bbox: 0.2081, s0.loss_mask: 0.1890, s1.loss_cls: 0.0564, s1.acc: 95.6992, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0988, s2.loss_cls: 0.0287, s2.acc: 95.5256, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0475, loss: 0.9340 2022-09-19 04:28:25,004 - mmdet - INFO - Epoch [36][3300/7330] lr: 1.000e-06, eta: 0:53:27, time: 0.782, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1190, s0.acc: 95.5754, s0.loss_bbox: 0.2052, s0.loss_mask: 0.1842, s1.loss_cls: 0.0565, s1.acc: 95.7152, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0969, s2.loss_cls: 0.0289, s2.acc: 95.5018, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0467, loss: 0.9191 2022-09-19 04:29:04,515 - mmdet - INFO - Epoch [36][3350/7330] lr: 1.000e-06, eta: 0:52:47, time: 0.790, data_time: 0.010, memory: 12720, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1197, s0.acc: 95.6221, s0.loss_bbox: 0.2063, s0.loss_mask: 0.1846, s1.loss_cls: 0.0561, s1.acc: 95.8316, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0971, s2.loss_cls: 0.0285, s2.acc: 95.6826, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0468, loss: 0.9195 2022-09-19 04:29:43,775 - mmdet - INFO - Epoch [36][3400/7330] lr: 1.000e-06, eta: 0:52:07, time: 0.785, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1170, s0.acc: 95.6631, s0.loss_bbox: 0.1974, s0.loss_mask: 0.1826, s1.loss_cls: 0.0549, s1.acc: 95.9006, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0959, s2.loss_cls: 0.0275, s2.acc: 95.7363, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0467, loss: 0.8983 2022-09-19 04:30:23,310 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-19 04:30:23,311 - mmdet - INFO - Epoch [36][3450/7330] lr: 1.000e-06, eta: 0:51:27, time: 0.791, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1229, s0.acc: 95.5042, s0.loss_bbox: 0.2044, s0.loss_mask: 0.1808, s1.loss_cls: 0.0567, s1.acc: 95.7983, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0946, s2.loss_cls: 0.0287, s2.acc: 95.6553, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0458, loss: 0.9158 2022-09-19 04:31:02,556 - mmdet - INFO - Epoch [36][3500/7330] lr: 1.000e-06, eta: 0:50:47, time: 0.785, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1194, s0.acc: 95.6194, s0.loss_bbox: 0.1992, s0.loss_mask: 0.1796, s1.loss_cls: 0.0565, s1.acc: 95.7714, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0946, s2.loss_cls: 0.0286, s2.acc: 95.5847, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0458, loss: 0.9015 2022-09-19 04:31:41,768 - mmdet - INFO - Epoch [36][3550/7330] lr: 1.000e-06, eta: 0:50:07, time: 0.784, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1159, s0.acc: 95.6367, s0.loss_bbox: 0.2002, s0.loss_mask: 0.1833, s1.loss_cls: 0.0550, s1.acc: 95.7863, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0969, s2.loss_cls: 0.0280, s2.acc: 95.7030, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0468, loss: 0.9040 2022-09-19 04:32:20,981 - mmdet - INFO - Epoch [36][3600/7330] lr: 1.000e-06, eta: 0:49:27, time: 0.784, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0196, s0.loss_cls: 0.1237, s0.acc: 95.3242, s0.loss_bbox: 0.2070, s0.loss_mask: 0.1846, s1.loss_cls: 0.0588, s1.acc: 95.4538, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0968, s2.loss_cls: 0.0298, s2.acc: 95.3081, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0465, loss: 0.9343 2022-09-19 04:33:00,102 - mmdet - INFO - Epoch [36][3650/7330] lr: 1.000e-06, eta: 0:48:47, time: 0.782, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0163, s0.loss_cls: 0.1122, s0.acc: 95.8735, s0.loss_bbox: 0.1886, s0.loss_mask: 0.1749, s1.loss_cls: 0.0528, s1.acc: 96.0739, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0924, s2.loss_cls: 0.0270, s2.acc: 95.8835, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0448, loss: 0.8602 2022-09-19 04:33:39,592 - mmdet - INFO - Epoch [36][3700/7330] lr: 1.000e-06, eta: 0:48:07, time: 0.790, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1192, s0.acc: 95.5808, s0.loss_bbox: 0.2012, s0.loss_mask: 0.1806, s1.loss_cls: 0.0559, s1.acc: 95.7765, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0955, s2.loss_cls: 0.0282, s2.acc: 95.6909, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0463, loss: 0.9056 2022-09-19 04:34:19,270 - mmdet - INFO - Epoch [36][3750/7330] lr: 1.000e-06, eta: 0:47:28, time: 0.794, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1182, s0.acc: 95.6265, s0.loss_bbox: 0.1987, s0.loss_mask: 0.1846, s1.loss_cls: 0.0556, s1.acc: 95.8664, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0967, s2.loss_cls: 0.0280, s2.acc: 95.7184, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0468, loss: 0.9041 2022-09-19 04:34:58,637 - mmdet - INFO - Epoch [36][3800/7330] lr: 1.000e-06, eta: 0:46:48, time: 0.787, data_time: 0.012, memory: 12720, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1260, s0.acc: 95.3328, s0.loss_bbox: 0.2069, s0.loss_mask: 0.1821, s1.loss_cls: 0.0594, s1.acc: 95.5814, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0958, s2.loss_cls: 0.0299, s2.acc: 95.4113, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0462, loss: 0.9287 2022-09-19 04:35:37,967 - mmdet - INFO - Epoch [36][3850/7330] lr: 1.000e-06, eta: 0:46:08, time: 0.787, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1115, s0.acc: 95.8669, s0.loss_bbox: 0.1919, s0.loss_mask: 0.1776, s1.loss_cls: 0.0522, s1.acc: 96.0703, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0939, s2.loss_cls: 0.0264, s2.acc: 95.8314, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0455, loss: 0.8706 2022-09-19 04:36:17,390 - mmdet - INFO - Epoch [36][3900/7330] lr: 1.000e-06, eta: 0:45:28, time: 0.788, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0182, s0.loss_cls: 0.1221, s0.acc: 95.4641, s0.loss_bbox: 0.2104, s0.loss_mask: 0.1890, s1.loss_cls: 0.0579, s1.acc: 95.5983, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0996, s2.loss_cls: 0.0295, s2.acc: 95.3715, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0481, loss: 0.9408 2022-09-19 04:36:56,093 - mmdet - INFO - Epoch [36][3950/7330] lr: 1.000e-06, eta: 0:44:48, time: 0.774, data_time: 0.010, memory: 12720, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1116, s0.acc: 95.8752, s0.loss_bbox: 0.1955, s0.loss_mask: 0.1760, s1.loss_cls: 0.0533, s1.acc: 95.9430, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0937, s2.loss_cls: 0.0271, s2.acc: 95.8030, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0456, loss: 0.8782 2022-09-19 04:37:35,367 - mmdet - INFO - Epoch [36][4000/7330] lr: 1.000e-06, eta: 0:44:08, time: 0.785, data_time: 0.011, memory: 12720, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1164, s0.acc: 95.6121, s0.loss_bbox: 0.2044, s0.loss_mask: 0.1807, s1.loss_cls: 0.0548, s1.acc: 95.7863, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0962, s2.loss_cls: 0.0281, s2.acc: 95.5963, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0465, loss: 0.9072 2022-09-19 04:38:14,542 - mmdet - INFO - Epoch [36][4050/7330] lr: 1.000e-06, eta: 0:43:28, time: 0.784, data_time: 0.010, memory: 12720, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0156, s0.loss_cls: 0.1127, s0.acc: 95.8877, s0.loss_bbox: 0.1895, s0.loss_mask: 0.1800, s1.loss_cls: 0.0532, s1.acc: 96.0092, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0944, s2.loss_cls: 0.0268, s2.acc: 95.8913, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0455, loss: 0.8683 2022-09-19 04:38:54,330 - mmdet - INFO - Epoch [36][4100/7330] lr: 1.000e-06, eta: 0:42:48, time: 0.796, data_time: 0.010, memory: 12720, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1224, s0.acc: 95.4927, s0.loss_bbox: 0.2084, s0.loss_mask: 0.1842, s1.loss_cls: 0.0580, s1.acc: 95.6220, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0975, s2.loss_cls: 0.0296, s2.acc: 95.4548, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0472, loss: 0.9319 2022-09-19 04:39:33,462 - mmdet - INFO - Epoch [36][4150/7330] lr: 1.000e-06, eta: 0:42:08, time: 0.783, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1186, s0.acc: 95.6079, s0.loss_bbox: 0.1923, s0.loss_mask: 0.1793, s1.loss_cls: 0.0561, s1.acc: 95.7381, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0948, s2.loss_cls: 0.0283, s2.acc: 95.6157, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0456, loss: 0.8867 2022-09-19 04:40:12,746 - mmdet - INFO - Epoch [36][4200/7330] lr: 1.000e-06, eta: 0:41:28, time: 0.786, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0167, s0.loss_cls: 0.1113, s0.acc: 95.9070, s0.loss_bbox: 0.1901, s0.loss_mask: 0.1764, s1.loss_cls: 0.0523, s1.acc: 96.0483, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0936, s2.loss_cls: 0.0265, s2.acc: 95.8861, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0455, loss: 0.8692 2022-09-19 04:40:51,924 - mmdet - INFO - Epoch [36][4250/7330] lr: 1.000e-06, eta: 0:40:49, time: 0.784, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1141, s0.acc: 95.7046, s0.loss_bbox: 0.1952, s0.loss_mask: 0.1783, s1.loss_cls: 0.0543, s1.acc: 95.8272, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0946, s2.loss_cls: 0.0278, s2.acc: 95.7326, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0459, loss: 0.8867 2022-09-19 04:41:30,935 - mmdet - INFO - Epoch [36][4300/7330] lr: 1.000e-06, eta: 0:40:09, time: 0.780, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1165, s0.acc: 95.7039, s0.loss_bbox: 0.1958, s0.loss_mask: 0.1832, s1.loss_cls: 0.0544, s1.acc: 95.8961, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0956, s2.loss_cls: 0.0276, s2.acc: 95.7360, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0465, loss: 0.8935 2022-09-19 04:42:10,287 - mmdet - INFO - Epoch [36][4350/7330] lr: 1.000e-06, eta: 0:39:29, time: 0.787, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1198, s0.acc: 95.5332, s0.loss_bbox: 0.2032, s0.loss_mask: 0.1834, s1.loss_cls: 0.0564, s1.acc: 95.7259, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0955, s2.loss_cls: 0.0286, s2.acc: 95.5583, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0462, loss: 0.9118 2022-09-19 04:42:49,601 - mmdet - INFO - Epoch [36][4400/7330] lr: 1.000e-06, eta: 0:38:49, time: 0.786, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1171, s0.acc: 95.5962, s0.loss_bbox: 0.1989, s0.loss_mask: 0.1810, s1.loss_cls: 0.0559, s1.acc: 95.7911, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0951, s2.loss_cls: 0.0280, s2.acc: 95.6318, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0460, loss: 0.8989 2022-09-19 04:43:28,823 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-19 04:43:28,823 - mmdet - INFO - Epoch [36][4450/7330] lr: 1.000e-06, eta: 0:38:09, time: 0.784, data_time: 0.010, memory: 12720, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1192, s0.acc: 95.5801, s0.loss_bbox: 0.1996, s0.loss_mask: 0.1799, s1.loss_cls: 0.0547, s1.acc: 95.8627, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0945, s2.loss_cls: 0.0278, s2.acc: 95.7149, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0458, loss: 0.8991 2022-09-19 04:44:07,790 - mmdet - INFO - Epoch [36][4500/7330] lr: 1.000e-06, eta: 0:37:29, time: 0.779, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1135, s0.acc: 95.7063, s0.loss_bbox: 0.1914, s0.loss_mask: 0.1758, s1.loss_cls: 0.0538, s1.acc: 95.8353, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0927, s2.loss_cls: 0.0273, s2.acc: 95.7184, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0445, loss: 0.8696 2022-09-19 04:44:47,426 - mmdet - INFO - Epoch [36][4550/7330] lr: 1.000e-06, eta: 0:36:49, time: 0.793, data_time: 0.010, memory: 12720, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1258, s0.acc: 95.3013, s0.loss_bbox: 0.2058, s0.loss_mask: 0.1853, s1.loss_cls: 0.0596, s1.acc: 95.4879, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0974, s2.loss_cls: 0.0297, s2.acc: 95.3242, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0466, loss: 0.9313 2022-09-19 04:45:26,705 - mmdet - INFO - Epoch [36][4600/7330] lr: 1.000e-06, eta: 0:36:09, time: 0.786, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1198, s0.acc: 95.5688, s0.loss_bbox: 0.1973, s0.loss_mask: 0.1812, s1.loss_cls: 0.0568, s1.acc: 95.7153, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0955, s2.loss_cls: 0.0288, s2.acc: 95.5354, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0461, loss: 0.9013 2022-09-19 04:46:06,177 - mmdet - INFO - Epoch [36][4650/7330] lr: 1.000e-06, eta: 0:35:30, time: 0.789, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1228, s0.acc: 95.4146, s0.loss_bbox: 0.2048, s0.loss_mask: 0.1846, s1.loss_cls: 0.0582, s1.acc: 95.5509, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0970, s2.loss_cls: 0.0294, s2.acc: 95.3915, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0469, loss: 0.9238 2022-09-19 04:46:45,439 - mmdet - INFO - Epoch [36][4700/7330] lr: 1.000e-06, eta: 0:34:50, time: 0.785, data_time: 0.010, memory: 12720, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1186, s0.acc: 95.5776, s0.loss_bbox: 0.1971, s0.loss_mask: 0.1781, s1.loss_cls: 0.0560, s1.acc: 95.8028, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0951, s2.loss_cls: 0.0286, s2.acc: 95.5160, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0460, loss: 0.8962 2022-09-19 04:47:24,308 - mmdet - INFO - Epoch [36][4750/7330] lr: 1.000e-06, eta: 0:34:10, time: 0.777, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0168, s0.loss_cls: 0.1183, s0.acc: 95.6423, s0.loss_bbox: 0.1974, s0.loss_mask: 0.1756, s1.loss_cls: 0.0551, s1.acc: 95.8364, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0921, s2.loss_cls: 0.0282, s2.acc: 95.6611, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0446, loss: 0.8864 2022-09-19 04:48:03,248 - mmdet - INFO - Epoch [36][4800/7330] lr: 1.000e-06, eta: 0:33:30, time: 0.779, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0160, s0.loss_cls: 0.1112, s0.acc: 95.8303, s0.loss_bbox: 0.1917, s0.loss_mask: 0.1780, s1.loss_cls: 0.0521, s1.acc: 96.0652, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0935, s2.loss_cls: 0.0262, s2.acc: 95.9293, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0454, loss: 0.8648 2022-09-19 04:48:42,446 - mmdet - INFO - Epoch [36][4850/7330] lr: 1.000e-06, eta: 0:32:50, time: 0.784, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1178, s0.acc: 95.6052, s0.loss_bbox: 0.2013, s0.loss_mask: 0.1774, s1.loss_cls: 0.0560, s1.acc: 95.7481, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0936, s2.loss_cls: 0.0286, s2.acc: 95.5657, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0453, loss: 0.8993 2022-09-19 04:49:21,417 - mmdet - INFO - Epoch [36][4900/7330] lr: 1.000e-06, eta: 0:32:10, time: 0.779, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1186, s0.acc: 95.5974, s0.loss_bbox: 0.2011, s0.loss_mask: 0.1801, s1.loss_cls: 0.0553, s1.acc: 95.8064, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0945, s2.loss_cls: 0.0283, s2.acc: 95.5898, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0456, loss: 0.9028 2022-09-19 04:50:00,275 - mmdet - INFO - Epoch [36][4950/7330] lr: 1.000e-06, eta: 0:31:30, time: 0.777, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1120, s0.acc: 95.8406, s0.loss_bbox: 0.1911, s0.loss_mask: 0.1743, s1.loss_cls: 0.0533, s1.acc: 95.9696, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0918, s2.loss_cls: 0.0271, s2.acc: 95.8737, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0446, loss: 0.8639 2022-09-19 04:50:39,450 - mmdet - INFO - Epoch [36][5000/7330] lr: 1.000e-06, eta: 0:30:50, time: 0.783, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1197, s0.acc: 95.6094, s0.loss_bbox: 0.2029, s0.loss_mask: 0.1862, s1.loss_cls: 0.0557, s1.acc: 95.8401, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0982, s2.loss_cls: 0.0287, s2.acc: 95.5346, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0478, loss: 0.9202 2022-09-19 04:51:19,002 - mmdet - INFO - Epoch [36][5050/7330] lr: 1.000e-06, eta: 0:30:11, time: 0.791, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1209, s0.acc: 95.5002, s0.loss_bbox: 0.2046, s0.loss_mask: 0.1831, s1.loss_cls: 0.0570, s1.acc: 95.6772, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0960, s2.loss_cls: 0.0290, s2.acc: 95.3887, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0463, loss: 0.9162 2022-09-19 04:51:58,461 - mmdet - INFO - Epoch [36][5100/7330] lr: 1.000e-06, eta: 0:29:31, time: 0.789, data_time: 0.010, memory: 12720, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0193, s0.loss_cls: 0.1218, s0.acc: 95.4778, s0.loss_bbox: 0.2025, s0.loss_mask: 0.1796, s1.loss_cls: 0.0576, s1.acc: 95.5854, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0952, s2.loss_cls: 0.0292, s2.acc: 95.4398, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0454, loss: 0.9134 2022-09-19 04:52:38,051 - mmdet - INFO - Epoch [36][5150/7330] lr: 1.000e-06, eta: 0:28:51, time: 0.792, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1180, s0.acc: 95.6323, s0.loss_bbox: 0.1912, s0.loss_mask: 0.1774, s1.loss_cls: 0.0556, s1.acc: 95.7819, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0935, s2.loss_cls: 0.0280, s2.acc: 95.7163, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0453, loss: 0.8804 2022-09-19 04:53:17,155 - mmdet - INFO - Epoch [36][5200/7330] lr: 1.000e-06, eta: 0:28:11, time: 0.782, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1182, s0.acc: 95.6257, s0.loss_bbox: 0.1962, s0.loss_mask: 0.1805, s1.loss_cls: 0.0558, s1.acc: 95.8281, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0954, s2.loss_cls: 0.0283, s2.acc: 95.6212, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0462, loss: 0.8949 2022-09-19 04:53:56,610 - mmdet - INFO - Epoch [36][5250/7330] lr: 1.000e-06, eta: 0:27:32, time: 0.789, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1155, s0.acc: 95.6687, s0.loss_bbox: 0.1979, s0.loss_mask: 0.1814, s1.loss_cls: 0.0547, s1.acc: 95.8542, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0960, s2.loss_cls: 0.0277, s2.acc: 95.6826, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0467, loss: 0.8953 2022-09-19 04:54:35,850 - mmdet - INFO - Epoch [36][5300/7330] lr: 1.000e-06, eta: 0:26:52, time: 0.785, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1172, s0.acc: 95.6487, s0.loss_bbox: 0.2010, s0.loss_mask: 0.1817, s1.loss_cls: 0.0552, s1.acc: 95.7371, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0956, s2.loss_cls: 0.0281, s2.acc: 95.6046, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0461, loss: 0.9011 2022-09-19 04:55:15,336 - mmdet - INFO - Epoch [36][5350/7330] lr: 1.000e-06, eta: 0:26:12, time: 0.790, data_time: 0.011, memory: 12720, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1226, s0.acc: 95.4492, s0.loss_bbox: 0.2026, s0.loss_mask: 0.1797, s1.loss_cls: 0.0581, s1.acc: 95.6337, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0944, s2.loss_cls: 0.0294, s2.acc: 95.4698, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0455, loss: 0.9131 2022-09-19 04:55:54,909 - mmdet - INFO - Epoch [36][5400/7330] lr: 1.000e-06, eta: 0:25:32, time: 0.791, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1152, s0.acc: 95.7126, s0.loss_bbox: 0.1980, s0.loss_mask: 0.1788, s1.loss_cls: 0.0549, s1.acc: 95.8083, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0950, s2.loss_cls: 0.0274, s2.acc: 95.7048, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0461, loss: 0.8907 2022-09-19 04:56:34,107 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-19 04:56:34,108 - mmdet - INFO - Epoch [36][5450/7330] lr: 1.000e-06, eta: 0:24:53, time: 0.784, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1200, s0.acc: 95.6089, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1853, s1.loss_cls: 0.0556, s1.acc: 95.9038, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0971, s2.loss_cls: 0.0279, s2.acc: 95.8346, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0467, loss: 0.9135 2022-09-19 04:57:13,376 - mmdet - INFO - Epoch [36][5500/7330] lr: 1.000e-06, eta: 0:24:13, time: 0.785, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1134, s0.acc: 95.8330, s0.loss_bbox: 0.1924, s0.loss_mask: 0.1762, s1.loss_cls: 0.0533, s1.acc: 96.0501, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0930, s2.loss_cls: 0.0266, s2.acc: 95.9359, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0454, loss: 0.8721 2022-09-19 04:57:53,190 - mmdet - INFO - Epoch [36][5550/7330] lr: 1.000e-06, eta: 0:23:33, time: 0.796, data_time: 0.010, memory: 12720, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1207, s0.acc: 95.4844, s0.loss_bbox: 0.2053, s0.loss_mask: 0.1819, s1.loss_cls: 0.0567, s1.acc: 95.7330, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0961, s2.loss_cls: 0.0290, s2.acc: 95.6085, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0463, loss: 0.9172 2022-09-19 04:58:33,236 - mmdet - INFO - Epoch [36][5600/7330] lr: 1.000e-06, eta: 0:22:53, time: 0.801, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1276, s0.acc: 95.2974, s0.loss_bbox: 0.2055, s0.loss_mask: 0.1834, s1.loss_cls: 0.0589, s1.acc: 95.5552, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0963, s2.loss_cls: 0.0299, s2.acc: 95.4319, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0466, loss: 0.9296 2022-09-19 04:59:12,273 - mmdet - INFO - Epoch [36][5650/7330] lr: 1.000e-06, eta: 0:22:14, time: 0.781, data_time: 0.010, memory: 12720, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1168, s0.acc: 95.6689, s0.loss_bbox: 0.1962, s0.loss_mask: 0.1765, s1.loss_cls: 0.0545, s1.acc: 95.8988, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0937, s2.loss_cls: 0.0277, s2.acc: 95.6911, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0452, loss: 0.8843 2022-09-19 04:59:51,559 - mmdet - INFO - Epoch [36][5700/7330] lr: 1.000e-06, eta: 0:21:34, time: 0.786, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1209, s0.acc: 95.5349, s0.loss_bbox: 0.2040, s0.loss_mask: 0.1851, s1.loss_cls: 0.0581, s1.acc: 95.6461, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0975, s2.loss_cls: 0.0295, s2.acc: 95.4183, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0473, loss: 0.9209 2022-09-19 05:00:30,579 - mmdet - INFO - Epoch [36][5750/7330] lr: 1.000e-06, eta: 0:20:54, time: 0.780, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0170, s0.loss_cls: 0.1209, s0.acc: 95.5901, s0.loss_bbox: 0.1969, s0.loss_mask: 0.1804, s1.loss_cls: 0.0565, s1.acc: 95.8021, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0948, s2.loss_cls: 0.0285, s2.acc: 95.6400, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0459, loss: 0.8981 2022-09-19 05:01:09,778 - mmdet - INFO - Epoch [36][5800/7330] lr: 1.000e-06, eta: 0:20:14, time: 0.784, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1200, s0.acc: 95.5642, s0.loss_bbox: 0.2037, s0.loss_mask: 0.1827, s1.loss_cls: 0.0562, s1.acc: 95.7800, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0956, s2.loss_cls: 0.0292, s2.acc: 95.5553, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0464, loss: 0.9162 2022-09-19 05:01:48,723 - mmdet - INFO - Epoch [36][5850/7330] lr: 1.000e-06, eta: 0:19:35, time: 0.779, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1176, s0.acc: 95.6250, s0.loss_bbox: 0.2012, s0.loss_mask: 0.1801, s1.loss_cls: 0.0552, s1.acc: 95.8002, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0955, s2.loss_cls: 0.0282, s2.acc: 95.6281, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0460, loss: 0.9026 2022-09-19 05:02:27,836 - mmdet - INFO - Epoch [36][5900/7330] lr: 1.000e-06, eta: 0:18:55, time: 0.782, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0174, s0.loss_cls: 0.1189, s0.acc: 95.5935, s0.loss_bbox: 0.2055, s0.loss_mask: 0.1825, s1.loss_cls: 0.0563, s1.acc: 95.7202, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0962, s2.loss_cls: 0.0284, s2.acc: 95.6058, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0467, loss: 0.9155 2022-09-19 05:03:07,112 - mmdet - INFO - Epoch [36][5950/7330] lr: 1.000e-06, eta: 0:18:15, time: 0.786, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1299, s0.acc: 95.1555, s0.loss_bbox: 0.2107, s0.loss_mask: 0.1915, s1.loss_cls: 0.0617, s1.acc: 95.3288, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1003, s2.loss_cls: 0.0312, s2.acc: 95.2170, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0481, loss: 0.9604 2022-09-19 05:03:46,178 - mmdet - INFO - Epoch [36][6000/7330] lr: 1.000e-06, eta: 0:17:35, time: 0.781, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1144, s0.acc: 95.7043, s0.loss_bbox: 0.1970, s0.loss_mask: 0.1800, s1.loss_cls: 0.0535, s1.acc: 95.8219, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0955, s2.loss_cls: 0.0277, s2.acc: 95.6734, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0459, loss: 0.8916 2022-09-19 05:04:25,617 - mmdet - INFO - Epoch [36][6050/7330] lr: 1.000e-06, eta: 0:16:56, time: 0.789, data_time: 0.010, memory: 12720, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0176, s0.loss_cls: 0.1260, s0.acc: 95.4395, s0.loss_bbox: 0.2031, s0.loss_mask: 0.1812, s1.loss_cls: 0.0594, s1.acc: 95.6510, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0951, s2.loss_cls: 0.0302, s2.acc: 95.4602, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0459, loss: 0.9212 2022-09-19 05:05:05,174 - mmdet - INFO - Epoch [36][6100/7330] lr: 1.000e-06, eta: 0:16:16, time: 0.791, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0188, s0.loss_cls: 0.1210, s0.acc: 95.4551, s0.loss_bbox: 0.2067, s0.loss_mask: 0.1874, s1.loss_cls: 0.0568, s1.acc: 95.6755, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0985, s2.loss_cls: 0.0289, s2.acc: 95.4870, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0480, loss: 0.9315 2022-09-19 05:05:44,349 - mmdet - INFO - Epoch [36][6150/7330] lr: 1.000e-06, eta: 0:15:36, time: 0.783, data_time: 0.010, memory: 12720, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1238, s0.acc: 95.3735, s0.loss_bbox: 0.2134, s0.loss_mask: 0.1873, s1.loss_cls: 0.0584, s1.acc: 95.5801, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0974, s2.loss_cls: 0.0297, s2.acc: 95.4167, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0472, loss: 0.9481 2022-09-19 05:06:23,622 - mmdet - INFO - Epoch [36][6200/7330] lr: 1.000e-06, eta: 0:14:56, time: 0.785, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0180, s0.loss_cls: 0.1193, s0.acc: 95.5232, s0.loss_bbox: 0.2072, s0.loss_mask: 0.1831, s1.loss_cls: 0.0568, s1.acc: 95.6549, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0963, s2.loss_cls: 0.0290, s2.acc: 95.4775, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0467, loss: 0.9180 2022-09-19 05:07:02,895 - mmdet - INFO - Epoch [36][6250/7330] lr: 1.000e-06, eta: 0:14:17, time: 0.785, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0179, s0.loss_cls: 0.1211, s0.acc: 95.4348, s0.loss_bbox: 0.2032, s0.loss_mask: 0.1835, s1.loss_cls: 0.0564, s1.acc: 95.6982, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0972, s2.loss_cls: 0.0291, s2.acc: 95.4318, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0469, loss: 0.9178 2022-09-19 05:07:41,613 - mmdet - INFO - Epoch [36][6300/7330] lr: 1.000e-06, eta: 0:13:37, time: 0.774, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0159, s0.loss_cls: 0.1124, s0.acc: 95.9275, s0.loss_bbox: 0.1876, s0.loss_mask: 0.1774, s1.loss_cls: 0.0528, s1.acc: 96.1163, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0946, s2.loss_cls: 0.0272, s2.acc: 95.7795, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0459, loss: 0.8674 2022-09-19 05:08:20,811 - mmdet - INFO - Epoch [36][6350/7330] lr: 1.000e-06, eta: 0:12:57, time: 0.784, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0166, s0.loss_cls: 0.1150, s0.acc: 95.6736, s0.loss_bbox: 0.1956, s0.loss_mask: 0.1789, s1.loss_cls: 0.0541, s1.acc: 95.8864, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0947, s2.loss_cls: 0.0278, s2.acc: 95.7010, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0460, loss: 0.8846 2022-09-19 05:08:59,636 - mmdet - INFO - Epoch [36][6400/7330] lr: 1.000e-06, eta: 0:12:17, time: 0.776, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0157, s0.loss_cls: 0.1154, s0.acc: 95.7559, s0.loss_bbox: 0.1956, s0.loss_mask: 0.1730, s1.loss_cls: 0.0534, s1.acc: 96.0283, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0919, s2.loss_cls: 0.0271, s2.acc: 95.8308, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0447, loss: 0.8734 2022-09-19 05:09:39,124 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-19 05:09:39,124 - mmdet - INFO - Epoch [36][6450/7330] lr: 1.000e-06, eta: 0:11:38, time: 0.790, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0175, s0.loss_cls: 0.1193, s0.acc: 95.5437, s0.loss_bbox: 0.2013, s0.loss_mask: 0.1824, s1.loss_cls: 0.0563, s1.acc: 95.6548, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0960, s2.loss_cls: 0.0290, s2.acc: 95.3823, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0463, loss: 0.9084 2022-09-19 05:10:18,233 - mmdet - INFO - Epoch [36][6500/7330] lr: 1.000e-06, eta: 0:10:58, time: 0.782, data_time: 0.007, memory: 12720, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1138, s0.acc: 95.8804, s0.loss_bbox: 0.1871, s0.loss_mask: 0.1724, s1.loss_cls: 0.0537, s1.acc: 95.9827, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0911, s2.loss_cls: 0.0269, s2.acc: 95.8597, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0443, loss: 0.8555 2022-09-19 05:10:57,495 - mmdet - INFO - Epoch [36][6550/7330] lr: 1.000e-06, eta: 0:10:18, time: 0.785, data_time: 0.011, memory: 12720, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1178, s0.acc: 95.5857, s0.loss_bbox: 0.2045, s0.loss_mask: 0.1787, s1.loss_cls: 0.0551, s1.acc: 95.8081, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0950, s2.loss_cls: 0.0280, s2.acc: 95.6168, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0461, loss: 0.9059 2022-09-19 05:11:36,845 - mmdet - INFO - Epoch [36][6600/7330] lr: 1.000e-06, eta: 0:09:39, time: 0.787, data_time: 0.010, memory: 12720, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0172, s0.loss_cls: 0.1160, s0.acc: 95.7505, s0.loss_bbox: 0.1980, s0.loss_mask: 0.1788, s1.loss_cls: 0.0542, s1.acc: 95.9485, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0944, s2.loss_cls: 0.0278, s2.acc: 95.7979, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0458, loss: 0.8910 2022-09-19 05:12:16,118 - mmdet - INFO - Epoch [36][6650/7330] lr: 1.000e-06, eta: 0:08:59, time: 0.786, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1251, s0.acc: 95.4326, s0.loss_bbox: 0.2074, s0.loss_mask: 0.1808, s1.loss_cls: 0.0606, s1.acc: 95.4945, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0948, s2.loss_cls: 0.0309, s2.acc: 95.2981, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0454, loss: 0.9271 2022-09-19 05:12:55,573 - mmdet - INFO - Epoch [36][6700/7330] lr: 1.000e-06, eta: 0:08:19, time: 0.789, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0162, s0.loss_cls: 0.1155, s0.acc: 95.7659, s0.loss_bbox: 0.1942, s0.loss_mask: 0.1763, s1.loss_cls: 0.0544, s1.acc: 95.9348, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0937, s2.loss_cls: 0.0276, s2.acc: 95.8434, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0455, loss: 0.8818 2022-09-19 05:13:34,926 - mmdet - INFO - Epoch [36][6750/7330] lr: 1.000e-06, eta: 0:07:40, time: 0.787, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0169, s0.loss_cls: 0.1200, s0.acc: 95.5549, s0.loss_bbox: 0.2015, s0.loss_mask: 0.1825, s1.loss_cls: 0.0559, s1.acc: 95.8262, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0963, s2.loss_cls: 0.0282, s2.acc: 95.6050, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0466, loss: 0.9093 2022-09-19 05:14:14,406 - mmdet - INFO - Epoch [36][6800/7330] lr: 1.000e-06, eta: 0:07:00, time: 0.790, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0189, s0.loss_cls: 0.1227, s0.acc: 95.4583, s0.loss_bbox: 0.2082, s0.loss_mask: 0.1779, s1.loss_cls: 0.0580, s1.acc: 95.6193, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0930, s2.loss_cls: 0.0293, s2.acc: 95.4879, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0444, loss: 0.9176 2022-09-19 05:14:53,533 - mmdet - INFO - Epoch [36][6850/7330] lr: 1.000e-06, eta: 0:06:20, time: 0.782, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1246, s0.acc: 95.3826, s0.loss_bbox: 0.2033, s0.loss_mask: 0.1908, s1.loss_cls: 0.0586, s1.acc: 95.6586, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0996, s2.loss_cls: 0.0296, s2.acc: 95.4894, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0480, loss: 0.9332 2022-09-19 05:15:32,957 - mmdet - INFO - Epoch [36][6900/7330] lr: 1.000e-06, eta: 0:05:41, time: 0.789, data_time: 0.010, memory: 12720, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0171, s0.loss_cls: 0.1156, s0.acc: 95.7612, s0.loss_bbox: 0.1940, s0.loss_mask: 0.1788, s1.loss_cls: 0.0540, s1.acc: 95.9658, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0944, s2.loss_cls: 0.0274, s2.acc: 95.8342, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0458, loss: 0.8831 2022-09-19 05:16:12,438 - mmdet - INFO - Epoch [36][6950/7330] lr: 1.000e-06, eta: 0:05:01, time: 0.790, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0161, s0.loss_cls: 0.1148, s0.acc: 95.8030, s0.loss_bbox: 0.1949, s0.loss_mask: 0.1803, s1.loss_cls: 0.0532, s1.acc: 95.9954, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0952, s2.loss_cls: 0.0269, s2.acc: 95.9293, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0462, loss: 0.8814 2022-09-19 05:16:52,113 - mmdet - INFO - Epoch [36][7000/7330] lr: 1.000e-06, eta: 0:04:21, time: 0.793, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0185, s0.loss_cls: 0.1191, s0.acc: 95.6199, s0.loss_bbox: 0.1966, s0.loss_mask: 0.1774, s1.loss_cls: 0.0565, s1.acc: 95.7589, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0933, s2.loss_cls: 0.0284, s2.acc: 95.6506, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0454, loss: 0.8937 2022-09-19 05:17:31,472 - mmdet - INFO - Epoch [36][7050/7330] lr: 1.000e-06, eta: 0:03:42, time: 0.787, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0177, s0.loss_cls: 0.1212, s0.acc: 95.5378, s0.loss_bbox: 0.1978, s0.loss_mask: 0.1770, s1.loss_cls: 0.0576, s1.acc: 95.6681, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0937, s2.loss_cls: 0.0290, s2.acc: 95.5465, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0453, loss: 0.8975 2022-09-19 05:18:10,784 - mmdet - INFO - Epoch [36][7100/7330] lr: 1.000e-06, eta: 0:03:02, time: 0.786, data_time: 0.008, memory: 12720, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0186, s0.loss_cls: 0.1170, s0.acc: 95.6472, s0.loss_bbox: 0.2064, s0.loss_mask: 0.1805, s1.loss_cls: 0.0546, s1.acc: 95.8009, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0945, s2.loss_cls: 0.0276, s2.acc: 95.6406, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0456, loss: 0.9084 2022-09-19 05:18:50,652 - mmdet - INFO - Epoch [36][7150/7330] lr: 1.000e-06, eta: 0:02:22, time: 0.797, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0173, s0.loss_cls: 0.1210, s0.acc: 95.5662, s0.loss_bbox: 0.2066, s0.loss_mask: 0.1826, s1.loss_cls: 0.0572, s1.acc: 95.7113, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0954, s2.loss_cls: 0.0290, s2.acc: 95.5987, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0461, loss: 0.9187 2022-09-19 05:19:30,259 - mmdet - INFO - Epoch [36][7200/7330] lr: 1.000e-06, eta: 0:01:43, time: 0.792, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0183, s0.loss_cls: 0.1189, s0.acc: 95.6323, s0.loss_bbox: 0.2035, s0.loss_mask: 0.1825, s1.loss_cls: 0.0554, s1.acc: 95.8754, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0956, s2.loss_cls: 0.0281, s2.acc: 95.6868, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0460, loss: 0.9093 2022-09-19 05:20:09,540 - mmdet - INFO - Epoch [36][7250/7330] lr: 1.000e-06, eta: 0:01:03, time: 0.786, data_time: 0.010, memory: 12720, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0178, s0.loss_cls: 0.1196, s0.acc: 95.5515, s0.loss_bbox: 0.1987, s0.loss_mask: 0.1831, s1.loss_cls: 0.0568, s1.acc: 95.7633, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0963, s2.loss_cls: 0.0293, s2.acc: 95.4383, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0462, loss: 0.9077 2022-09-19 05:20:48,816 - mmdet - INFO - Epoch [36][7300/7330] lr: 1.000e-06, eta: 0:00:23, time: 0.786, data_time: 0.009, memory: 12720, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0164, s0.loss_cls: 0.1121, s0.acc: 95.8779, s0.loss_bbox: 0.1925, s0.loss_mask: 0.1796, s1.loss_cls: 0.0529, s1.acc: 96.0438, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0952, s2.loss_cls: 0.0270, s2.acc: 95.8790, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0461, loss: 0.8763 2022-09-19 05:21:20,183 - mmdet - INFO - Saving checkpoint at 36 epochs 2022-09-19 05:22:51,862 - mmdet - INFO - Evaluating bbox... 2022-09-19 05:23:23,109 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.521 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.706 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.566 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.359 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.551 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.675 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.474 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 ] = 0.791 2022-09-19 05:23:23,109 - mmdet - INFO - Evaluating segm... 2022-09-19 05:23:55,714 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.448 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.681 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.484 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.258 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.476 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.387 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.717 2022-09-19 05:23:56,220 - mmdet - INFO - Exp name: cascade_mask_rcnn_deit_adapter_base_fpn_3x_coco.py 2022-09-19 05:23:56,220 - mmdet - INFO - Epoch(val) [36][313] bbox_mAP: 0.5210, bbox_mAP_50: 0.7060, bbox_mAP_75: 0.5660, bbox_mAP_s: 0.3590, bbox_mAP_m: 0.5510, bbox_mAP_l: 0.6750, bbox_mAP_copypaste: 0.521 0.706 0.566 0.359 0.551 0.675, segm_mAP: 0.4480, segm_mAP_50: 0.6810, segm_mAP_75: 0.4840, segm_mAP_s: 0.2580, segm_mAP_m: 0.4760, segm_mAP_l: 0.6360, segm_mAP_copypaste: 0.448 0.681 0.484 0.258 0.476 0.636