2022-05-12 03:09:04,381 - mmdet - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.11 (default, Jul 27 2021, 14:32:16) [GCC 7.5.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: A100-SXM-80GB CUDA_HOME: /mnt/lustre/share/cuda-11.1 NVCC: Build cuda_11.1.TC455_06.29069683_0 GCC: gcc (GCC) 7.3.0 PyTorch: 1.9.0+cu111 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.1 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 - CuDNN 8.0.5 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, TorchVision: 0.10.0+cu111 OpenCV: 4.5.5 MMCV: 1.4.2 MMCV Compiler: GCC 7.3 MMCV CUDA Compiler: 11.1 MMDetection: 2.22.0+ ------------------------------------------------------------ 2022-05-12 03:09:05,229 - mmdet - INFO - Distributed training: True 2022-05-12 03:09:06,027 - mmdet - INFO - Config: 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) file_client_args = dict(backend='petrel') train_pipeline = [ dict(type='LoadImageFromFile', file_client_args=dict(backend='petrel')), dict( type='InstaBoost', action_candidate=('normal', 'horizontal', 'skip'), action_prob=(1, 0, 0), scale=(0.8, 1.2), dx=15, dy=15, theta=(-1, 1), color_prob=0.5, hflag=False, aug_ratio=0.5), dict( type='LoadAnnotations', with_bbox=True, with_mask=True, with_seg=True), dict( type='Resize', img_scale=[(1600, 400), (1600, 1400)], multiscale_mode='range', keep_ratio=True), dict(type='RandomFlip', flip_ratio=0.5), 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='SegRescale', scale_factor=0.125), dict(type='DefaultFormatBundle'), dict( type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks', 'gt_semantic_seg']) ] test_pipeline = [ dict(type='LoadImageFromFile', file_client_args=dict(backend='petrel')), dict( type='MultiScaleFlipAug', img_scale=(1600, 1400), 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=8, train=dict( type='CocoDataset', ann_file='data/coco/annotations/instances_train2017.json', img_prefix='yy1400:s3://sdata/coco/train2017/', pipeline=[ dict( type='LoadImageFromFile', file_client_args=dict(backend='petrel')), dict( type='InstaBoost', action_candidate=('normal', 'horizontal', 'skip'), action_prob=(1, 0, 0), scale=(0.8, 1.2), dx=15, dy=15, theta=(-1, 1), color_prob=0.5, hflag=False, aug_ratio=0.5), dict( type='LoadAnnotations', with_bbox=True, with_mask=True, with_seg=True), dict( type='Resize', img_scale=[(1600, 400), (1600, 1400)], multiscale_mode='range', keep_ratio=True), dict(type='RandomFlip', flip_ratio=0.5), 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='SegRescale', scale_factor=0.125), dict(type='DefaultFormatBundle'), dict( type='Collect', keys=[ 'img', 'gt_bboxes', 'gt_labels', 'gt_masks', 'gt_semantic_seg' ]) ], seg_prefix='data/coco/stuffthingmaps/train2017/'), val=dict( type='CocoDataset', ann_file='data/coco/annotations/instances_val2017.json', img_prefix='yy1400:s3://sdata/coco/val2017/', pipeline=[ dict( type='LoadImageFromFile', file_client_args=dict(backend='petrel')), dict( type='MultiScaleFlipAug', img_scale=(1600, 1400), 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='yy1400:s3://sdata/coco/val2017/', pipeline=[ dict( type='LoadImageFromFile', file_client_args=dict(backend='petrel')), dict( type='MultiScaleFlipAug', img_scale=(1600, 1400), 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, betas=(0.9, 0.999), weight_decay=0.05, constructor='LayerDecayOptimizerConstructor', paramwise_cfg=dict(num_layers=24, layer_decay_rate=0.9)) 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=2, 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/beit_large_patch16_224_pt22k_ft22k.pth' model = dict( type='HybridTaskCascade', backbone=dict( type='BEiTAdapter', img_size=224, patch_size=16, embed_dim=1024, depth=24, num_heads=16, mlp_ratio=4, qkv_bias=True, use_abs_pos_emb=False, use_rel_pos_bias=True, init_values=1e-06, drop_path_rate=0.3, conv_inplane=64, n_points=4, deform_num_heads=16, interact_with_ffn=True, interact_ffn_ratio=0.25, interact_deform_ratio=0.5, extract_with_ffn=True, extract_ffn_ratio=0.25, extract_deform_ratio=0.5, num_extract_block=2, add_vit_feature=True, window_attn=[ True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True, True ], window_size=[ 14, 14, 14, 14, 14, 56, 14, 14, 14, 14, 14, 56, 14, 14, 14, 14, 14, 56, 14, 14, 14, 14, 14, 56 ], interact_indexes=[[0, 5], [6, 11], [12, 17], [18, 23]], pretrained='pretrained/beit_large_patch16_224_pt22k_ft22k.pth'), neck=[ dict( type='ExtraAttention', in_channels=[1024, 1024, 1024, 1024], num_head=32, with_ffn=True, ffn_ratio=4.0, drop_path=0.3), dict( type='FPN', in_channels=[1024, 1024, 1024, 1024], 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='HybridTaskCascadeRoIHead', interleaved=True, mask_info_flow=True, 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='Shared4Conv1FCBBoxHead', in_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=True, loss_cls=dict( type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0), loss_bbox=dict(type='SmoothL1Loss', beta=1.0, loss_weight=1.0)), dict( type='Shared4Conv1FCBBoxHead', in_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=True, loss_cls=dict( type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0), loss_bbox=dict(type='SmoothL1Loss', beta=1.0, loss_weight=1.0)), dict( type='Shared4Conv1FCBBoxHead', in_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=True, loss_cls=dict( type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0), loss_bbox=dict(type='SmoothL1Loss', beta=1.0, loss_weight=1.0)) ], mask_roi_extractor=dict( type='SingleRoIExtractor', roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), out_channels=256, featmap_strides=[4, 8, 16, 32]), mask_head=[ dict( type='HTCMaskHead', with_conv_res=False, 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)), dict( type='HTCMaskHead', 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)), dict( type='HTCMaskHead', 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)) ], semantic_roi_extractor=dict( type='SingleRoIExtractor', roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), out_channels=256, featmap_strides=[8]), semantic_head=dict( type='FusedSemanticHead', num_ins=5, fusion_level=1, num_convs=4, in_channels=256, conv_out_channels=256, num_classes=183, loss_seg=dict( type='CrossEntropyLoss', ignore_index=255, loss_weight=0.2))), train_cfg=dict( rpn=dict( assigner=dict( type='MaxIoUAssigner', pos_iou_thr=0.7, neg_iou_thr=0.3, min_pos_iou=0.3, 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='soft_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, 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, 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, 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='soft_nms', iou_threshold=0.7), min_bbox_size=0), rcnn=dict( score_thr=0.001, nms=dict(type='soft_nms', iou_threshold=0.5), max_per_img=100, mask_thr_binary=0.5))) work_dir = 'work_dirs/htc++_beit_adapter_large_fpn_3x_coco' auto_resume = False gpu_ids = range(0, 16) 2022-05-12 03:09:15,120 - mmdet - INFO - Set random seed to 1665160663, deterministic: False 2022-05-12 03:10:11,281 - mmdet - INFO - initialize FPN with init_cfg {'type': 'Xavier', 'layer': 'Conv2d', 'distribution': 'uniform'} 2022-05-12 03:10:12,293 - mmdet - INFO - initialize RPNHead with init_cfg {'type': 'Normal', 'layer': 'Conv2d', 'std': 0.01} 2022-05-12 03:10:12,363 - mmdet - INFO - initialize Shared4Conv1FCBBoxHead 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'}]}] 2022-05-12 03:10:13,235 - mmdet - INFO - initialize Shared4Conv1FCBBoxHead 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'}]}] 2022-05-12 03:10:14,164 - mmdet - INFO - initialize Shared4Conv1FCBBoxHead 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'}]}] 2022-05-12 03:10:15,782 - mmdet - INFO - initialize FusedSemanticHead with init_cfg {'type': 'Kaiming', 'override': {'name': 'conv_logits'}} Name of parameter - Initialization information backbone.level_embed - torch.Size([3, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.patch_embed.proj.weight - torch.Size([1024, 3, 16, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.patch_embed.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.0.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.1.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.2.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.3.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.4.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.attn.relative_position_bias_table - torch.Size([12321, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.5.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.6.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.7.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.8.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.9.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.10.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.attn.relative_position_bias_table - torch.Size([12321, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.11.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.12.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.13.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.14.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.15.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.16.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.attn.relative_position_bias_table - torch.Size([12321, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.17.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.18.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.19.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.20.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.21.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.attn.relative_position_bias_table - torch.Size([729, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.22.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.gamma_1 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.gamma_2 - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.attn.q_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.attn.v_bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.attn.relative_position_bias_table - torch.Size([12321, 16]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.mlp.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.mlp.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.mlp.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.blocks.23.mlp.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.stem.0.weight - torch.Size([64, 3, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.stem.1.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.stem.1.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.stem.3.weight - torch.Size([64, 64, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.stem.4.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.stem.4.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.stem.6.weight - torch.Size([64, 64, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.stem.7.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.stem.7.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.conv2.0.weight - torch.Size([128, 64, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.conv2.1.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.conv2.1.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.conv3.0.weight - torch.Size([256, 128, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.conv3.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.conv3.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.conv4.0.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.conv4.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.conv4.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.fc1.weight - torch.Size([1024, 64, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.fc1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.fc2.weight - torch.Size([1024, 128, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.fc3.weight - torch.Size([1024, 256, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.fc3.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.fc4.weight - torch.Size([1024, 256, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.conv_branch.fc4.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.extract.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.extract.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.extract.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.extract.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.extract.attn.sampling_offsets.weight - torch.Size([128, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.extract.attn.sampling_offsets.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.extract.attn.attention_weights.weight - torch.Size([64, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.extract.attn.attention_weights.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.extract.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.extract.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.extract.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.extract.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.insert.gamma - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.insert.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.insert.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.insert.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.insert.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.insert.attn.sampling_offsets.weight - torch.Size([384, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.insert.attn.sampling_offsets.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.insert.attn.attention_weights.weight - torch.Size([192, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.insert.attn.attention_weights.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.insert.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.insert.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.insert.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.insert.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.ffn.fc1.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.ffn.fc1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.ffn.dwconv.dwconv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.ffn.fc2.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.ffn_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.0.ffn_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.extract.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.extract.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.extract.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.extract.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.extract.attn.sampling_offsets.weight - torch.Size([128, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.extract.attn.sampling_offsets.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.extract.attn.attention_weights.weight - torch.Size([64, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.extract.attn.attention_weights.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.extract.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.extract.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.extract.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.extract.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.insert.gamma - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.insert.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.insert.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.insert.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.insert.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.insert.attn.sampling_offsets.weight - torch.Size([384, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.insert.attn.sampling_offsets.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.insert.attn.attention_weights.weight - torch.Size([192, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.insert.attn.attention_weights.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.insert.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.insert.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.insert.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.insert.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.ffn.fc1.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.ffn.fc1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.ffn.dwconv.dwconv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.ffn.fc2.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.ffn_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.1.ffn_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.extract.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.extract.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.extract.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.extract.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.extract.attn.sampling_offsets.weight - torch.Size([128, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.extract.attn.sampling_offsets.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.extract.attn.attention_weights.weight - torch.Size([64, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.extract.attn.attention_weights.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.extract.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.extract.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.extract.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.extract.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.insert.gamma - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.insert.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.insert.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.insert.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.insert.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.insert.attn.sampling_offsets.weight - torch.Size([384, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.insert.attn.sampling_offsets.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.insert.attn.attention_weights.weight - torch.Size([192, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.insert.attn.attention_weights.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.insert.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.insert.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.insert.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.insert.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.ffn.fc1.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.ffn.fc1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.ffn.dwconv.dwconv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.ffn.fc2.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.ffn_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.2.ffn_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.extract.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.extract.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.extract.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.extract.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.extract.attn.sampling_offsets.weight - torch.Size([128, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.extract.attn.sampling_offsets.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.extract.attn.attention_weights.weight - torch.Size([64, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.extract.attn.attention_weights.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.extract.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.extract.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.extract.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.extract.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.insert.gamma - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.insert.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.insert.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.insert.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.insert.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.insert.attn.sampling_offsets.weight - torch.Size([384, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.insert.attn.sampling_offsets.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.insert.attn.attention_weights.weight - torch.Size([192, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.insert.attn.attention_weights.bias - torch.Size([192]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.insert.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.insert.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.insert.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.insert.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.ffn.fc1.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.ffn.fc1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.ffn.dwconv.dwconv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.ffn.fc2.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.ffn_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.interact_blocks.3.ffn_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.extract.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.extract.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.extract.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.extract.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.extract.attn.sampling_offsets.weight - torch.Size([128, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.extract.attn.sampling_offsets.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.extract.attn.attention_weights.weight - torch.Size([64, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.extract.attn.attention_weights.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.extract.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.extract.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.extract.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.extract.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.ffn.fc1.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.ffn.fc1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.ffn.dwconv.dwconv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.ffn.fc2.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.ffn_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.0.ffn_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.extract.query_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.extract.query_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.extract.feat_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.extract.feat_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.extract.attn.sampling_offsets.weight - torch.Size([128, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.extract.attn.sampling_offsets.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.extract.attn.attention_weights.weight - torch.Size([64, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.extract.attn.attention_weights.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.extract.attn.value_proj.weight - torch.Size([512, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.extract.attn.value_proj.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.extract.attn.output_proj.weight - torch.Size([1024, 512]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.extract.attn.output_proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.ffn.fc1.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.ffn.fc1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.ffn.dwconv.dwconv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.ffn.fc2.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.ffn_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.extract_blocks.1.ffn_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.up.weight - torch.Size([1024, 1024, 2, 2]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.up.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.norm3.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.norm3.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.norm4.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade backbone.norm4.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.norm1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.norm1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.attn.qkv.weight - torch.Size([3072, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.attn.qkv.bias - torch.Size([3072]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.attn.proj.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.attn.proj.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.norm2.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.norm2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.ffn.fc1.weight - torch.Size([4096, 1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.ffn.fc1.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.ffn.fc2.weight - torch.Size([1024, 4096]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.ffn.fc2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.final_norm.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.0.final_norm.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.1.lateral_convs.0.conv.weight - torch.Size([256, 1024, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 neck.1.lateral_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.1.lateral_convs.1.conv.weight - torch.Size([256, 1024, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 neck.1.lateral_convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.1.lateral_convs.2.conv.weight - torch.Size([256, 1024, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 neck.1.lateral_convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.1.lateral_convs.3.conv.weight - torch.Size([256, 1024, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 neck.1.lateral_convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.1.fpn_convs.0.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 neck.1.fpn_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.1.fpn_convs.1.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 neck.1.fpn_convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.1.fpn_convs.2.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 neck.1.fpn_convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade neck.1.fpn_convs.3.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 neck.1.fpn_convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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([4, 1024]): NormalInit: mean=0, std=0.001, bias=0 roi_head.bbox_head.0.fc_reg.bias - torch.Size([4]): 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 HybridTaskCascade roi_head.bbox_head.0.shared_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.bbox_head.0.shared_convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.bbox_head.0.shared_convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.bbox_head.0.shared_convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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([4, 1024]): NormalInit: mean=0, std=0.001, bias=0 roi_head.bbox_head.1.fc_reg.bias - torch.Size([4]): 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 HybridTaskCascade roi_head.bbox_head.1.shared_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.bbox_head.1.shared_convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.bbox_head.1.shared_convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.bbox_head.1.shared_convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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([4, 1024]): NormalInit: mean=0, std=0.001, bias=0 roi_head.bbox_head.2.fc_reg.bias - torch.Size([4]): 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 HybridTaskCascade roi_head.bbox_head.2.shared_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.bbox_head.2.shared_convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.bbox_head.2.shared_convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.bbox_head.2.shared_convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.0.convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.0.convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.0.convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.0.convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.0.upsample.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.0.conv_logits.bias - torch.Size([80]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.1.convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.1.convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.1.convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.1.convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.1.upsample.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.1.conv_logits.bias - torch.Size([80]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.mask_head.1.conv_res.conv.weight - torch.Size([256, 256, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.mask_head.1.conv_res.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.2.convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.2.convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.2.convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.2.convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.2.upsample.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade 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 HybridTaskCascade roi_head.mask_head.2.conv_logits.bias - torch.Size([80]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.mask_head.2.conv_res.conv.weight - torch.Size([256, 256, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.mask_head.2.conv_res.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.0.conv.weight - torch.Size([256, 256, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.1.conv.weight - torch.Size([256, 256, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.2.conv.weight - torch.Size([256, 256, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.3.conv.weight - torch.Size([256, 256, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.4.conv.weight - torch.Size([256, 256, 1, 1]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.lateral_convs.4.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.convs.0.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.convs.1.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.convs.2.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.convs.3.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.conv_embedding.conv.weight - torch.Size([256, 256, 1, 1]): Initialized by user-defined `init_weights` in ConvModule roi_head.semantic_head.conv_embedding.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of HybridTaskCascade roi_head.semantic_head.conv_logits.weight - torch.Size([183, 256, 1, 1]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 roi_head.semantic_head.conv_logits.bias - torch.Size([183]): KaimingInit: a=0, mode=fan_out, nonlinearity=relu, distribution =normal, bias=0 2022-05-12 03:10:33,754 - mmdet - INFO - Start running, host: chenzhe.vendor@SH-IDC1-10-140-0-234, work_dir: /mnt/lustre/chenzhe.vendor/workspace/ViT-Adapter/detection/work_dirs/htc++_beit_adapter_large_fpn_3x_coco 2022-05-12 03:10:33,755 - mmdet - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) StepLrUpdaterHook (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) OptimizerHook (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 -------------------- 2022-05-12 03:10:33,755 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs 2022-05-12 03:10:33,755 - mmdet - INFO - Checkpoints will be saved to /mnt/lustre/chenzhe.vendor/workspace/ViT-Adapter/detection/work_dirs/htc++_beit_adapter_large_fpn_3x_coco by HardDiskBackend. 2022-05-12 03:16:28,919 - mmdet - INFO - Epoch [1][50/7330] lr: 9.890e-06, eta: 21 days, 16:31:41, time: 7.103, data_time: 5.104, memory: 62365, loss_rpn_cls: 0.6897, loss_rpn_bbox: 0.0841, loss_semantic_seg: 2.9987, s0.loss_cls: 1.9081, s0.acc: 67.4153, s0.loss_bbox: 0.0055, s0.loss_mask: 0.6978, s1.loss_cls: 0.6345, s1.acc: 74.1125, s1.loss_bbox: 0.0015, s1.loss_mask: 0.3579, s2.loss_cls: 0.3711, s2.acc: 72.0959, s2.loss_bbox: 0.0002, s2.loss_mask: 0.1800, loss: 7.9291 2022-05-12 03:17:38,779 - mmdet - INFO - Epoch [1][100/7330] lr: 1.988e-05, eta: 12 days, 23:24:50, time: 1.398, data_time: 0.019, memory: 62365, loss_rpn_cls: 0.6243, loss_rpn_bbox: 0.0800, loss_semantic_seg: 1.2940, s0.loss_cls: 0.1882, s0.acc: 97.7148, s0.loss_bbox: 0.0258, s0.loss_mask: 0.6848, s1.loss_cls: 0.0749, s1.acc: 98.2947, s1.loss_bbox: 0.0077, s1.loss_mask: 0.3410, s2.loss_cls: 0.0326, s2.acc: 98.5220, s2.loss_bbox: 0.0012, s2.loss_mask: 0.1700, loss: 3.5245 2022-05-12 03:18:49,373 - mmdet - INFO - Epoch [1][150/7330] lr: 2.987e-05, eta: 10 days, 2:02:48, time: 1.412, data_time: 0.013, memory: 62365, loss_rpn_cls: 0.4602, loss_rpn_bbox: 0.0779, loss_semantic_seg: 0.9560, s0.loss_cls: 0.2934, s0.acc: 95.9910, s0.loss_bbox: 0.0723, s0.loss_mask: 0.6732, s1.loss_cls: 0.0958, s1.acc: 97.6353, s1.loss_bbox: 0.0213, s1.loss_mask: 0.3297, s2.loss_cls: 0.0371, s2.acc: 98.2590, s2.loss_bbox: 0.0034, s2.loss_mask: 0.1630, loss: 3.1831 2022-05-12 03:20:00,756 - mmdet - INFO - Epoch [1][200/7330] lr: 3.986e-05, eta: 8 days, 15:37:34, time: 1.427, data_time: 0.019, memory: 62365, loss_rpn_cls: 0.2985, loss_rpn_bbox: 0.0768, loss_semantic_seg: 0.8707, s0.loss_cls: 0.3409, s0.acc: 95.1770, s0.loss_bbox: 0.0973, s0.loss_mask: 0.6530, s1.loss_cls: 0.1045, s1.acc: 97.3418, s1.loss_bbox: 0.0303, s1.loss_mask: 0.3174, s2.loss_cls: 0.0373, s2.acc: 98.2251, s2.loss_bbox: 0.0048, s2.loss_mask: 0.1547, loss: 2.9862 2022-05-12 03:21:11,598 - mmdet - INFO - Epoch [1][250/7330] lr: 4.985e-05, eta: 7 days, 18:49:43, time: 1.417, data_time: 0.015, memory: 62365, loss_rpn_cls: 0.2559, loss_rpn_bbox: 0.0756, loss_semantic_seg: 0.8094, s0.loss_cls: 0.3824, s0.acc: 94.3728, s0.loss_bbox: 0.1191, s0.loss_mask: 0.6381, s1.loss_cls: 0.1132, s1.acc: 97.0364, s1.loss_bbox: 0.0367, s1.loss_mask: 0.3065, s2.loss_cls: 0.0391, s2.acc: 98.0933, s2.loss_bbox: 0.0061, s2.loss_mask: 0.1488, loss: 2.9307 2022-05-12 03:22:22,129 - mmdet - INFO - Epoch [1][300/7330] lr: 5.984e-05, eta: 7 days, 4:52:27, time: 1.411, data_time: 0.014, memory: 62365, loss_rpn_cls: 0.2321, loss_rpn_bbox: 0.0695, loss_semantic_seg: 0.7875, s0.loss_cls: 0.3816, s0.acc: 94.3582, s0.loss_bbox: 0.1196, s0.loss_mask: 0.6252, s1.loss_cls: 0.1108, s1.acc: 97.0725, s1.loss_bbox: 0.0366, s1.loss_mask: 0.3000, s2.loss_cls: 0.0380, s2.acc: 98.1350, s2.loss_bbox: 0.0060, s2.loss_mask: 0.1458, loss: 2.8527 2022-05-12 03:23:32,957 - mmdet - INFO - Epoch [1][350/7330] lr: 6.983e-05, eta: 6 days, 18:58:02, time: 1.417, data_time: 0.018, memory: 62365, loss_rpn_cls: 0.2085, loss_rpn_bbox: 0.0685, loss_semantic_seg: 0.7619, s0.loss_cls: 0.4018, s0.acc: 94.1396, s0.loss_bbox: 0.1269, s0.loss_mask: 0.6086, s1.loss_cls: 0.1149, s1.acc: 97.0032, s1.loss_bbox: 0.0394, s1.loss_mask: 0.2930, s2.loss_cls: 0.0379, s2.acc: 98.1731, s2.loss_bbox: 0.0060, s2.loss_mask: 0.1433, loss: 2.8107 2022-05-12 03:24:43,933 - mmdet - INFO - Epoch [1][400/7330] lr: 7.982e-05, eta: 6 days, 11:33:17, time: 1.419, data_time: 0.015, memory: 62365, loss_rpn_cls: 0.2017, loss_rpn_bbox: 0.0757, loss_semantic_seg: 0.7334, s0.loss_cls: 0.4350, s0.acc: 93.3501, s0.loss_bbox: 0.1442, s0.loss_mask: 0.5988, s1.loss_cls: 0.1237, s1.acc: 96.5999, s1.loss_bbox: 0.0457, s1.loss_mask: 0.2889, s2.loss_cls: 0.0404, s2.acc: 97.9575, s2.loss_bbox: 0.0073, s2.loss_mask: 0.1414, loss: 2.8363 2022-05-12 03:25:54,915 - mmdet - INFO - Epoch [1][450/7330] lr: 8.981e-05, eta: 6 days, 5:47:16, time: 1.420, data_time: 0.016, memory: 62365, loss_rpn_cls: 0.1858, loss_rpn_bbox: 0.0681, loss_semantic_seg: 0.7247, s0.loss_cls: 0.4345, s0.acc: 93.2996, s0.loss_bbox: 0.1458, s0.loss_mask: 0.5873, s1.loss_cls: 0.1246, s1.acc: 96.5647, s1.loss_bbox: 0.0480, s1.loss_mask: 0.2844, s2.loss_cls: 0.0393, s2.acc: 98.0083, s2.loss_bbox: 0.0072, s2.loss_mask: 0.1398, loss: 2.7894 2022-05-12 03:27:05,547 - mmdet - INFO - Epoch [1][500/7330] lr: 9.980e-05, eta: 6 days, 1:07:05, time: 1.413, data_time: 0.013, memory: 62365, loss_rpn_cls: 0.1844, loss_rpn_bbox: 0.0694, loss_semantic_seg: 0.7124, s0.loss_cls: 0.4451, s0.acc: 93.1660, s0.loss_bbox: 0.1489, s0.loss_mask: 0.5795, s1.loss_cls: 0.1266, s1.acc: 96.4944, s1.loss_bbox: 0.0490, s1.loss_mask: 0.2778, s2.loss_cls: 0.0402, s2.acc: 97.9583, s2.loss_bbox: 0.0077, s2.loss_mask: 0.1369, loss: 2.7781 2022-05-12 03:28:16,838 - mmdet - INFO - Epoch [1][550/7330] lr: 1.000e-04, eta: 5 days, 21:22:45, time: 1.425, data_time: 0.021, memory: 62365, loss_rpn_cls: 0.1765, loss_rpn_bbox: 0.0698, loss_semantic_seg: 0.7117, s0.loss_cls: 0.4683, s0.acc: 92.6377, s0.loss_bbox: 0.1620, s0.loss_mask: 0.5734, s1.loss_cls: 0.1359, s1.acc: 96.1760, s1.loss_bbox: 0.0558, s1.loss_mask: 0.2776, s2.loss_cls: 0.0420, s2.acc: 97.8472, s2.loss_bbox: 0.0088, s2.loss_mask: 0.1368, loss: 2.8187 2022-05-12 03:29:28,181 - mmdet - INFO - Epoch [1][600/7330] lr: 1.000e-04, eta: 5 days, 18:16:16, time: 1.427, data_time: 0.019, memory: 62365, loss_rpn_cls: 0.1670, loss_rpn_bbox: 0.0729, loss_semantic_seg: 0.6972, s0.loss_cls: 0.4668, s0.acc: 92.7615, s0.loss_bbox: 0.1545, s0.loss_mask: 0.5706, s1.loss_cls: 0.1380, s1.acc: 96.1216, s1.loss_bbox: 0.0554, s1.loss_mask: 0.2725, s2.loss_cls: 0.0429, s2.acc: 97.7942, s2.loss_bbox: 0.0089, s2.loss_mask: 0.1333, loss: 2.7802 2022-05-12 03:30:38,462 - mmdet - INFO - Epoch [1][650/7330] lr: 1.000e-04, eta: 5 days, 15:31:01, time: 1.406, data_time: 0.017, memory: 62365, loss_rpn_cls: 0.1633, loss_rpn_bbox: 0.0646, loss_semantic_seg: 0.6894, s0.loss_cls: 0.4609, s0.acc: 92.7280, s0.loss_bbox: 0.1563, s0.loss_mask: 0.5622, s1.loss_cls: 0.1370, s1.acc: 96.0815, s1.loss_bbox: 0.0578, s1.loss_mask: 0.2703, s2.loss_cls: 0.0419, s2.acc: 97.8088, s2.loss_bbox: 0.0097, s2.loss_mask: 0.1326, loss: 2.7460 2022-05-12 03:31:49,855 - mmdet - INFO - Epoch [1][700/7330] lr: 1.000e-04, eta: 5 days, 13:16:00, time: 1.427, data_time: 0.019, memory: 62365, loss_rpn_cls: 0.1682, loss_rpn_bbox: 0.0741, loss_semantic_seg: 0.6708, s0.loss_cls: 0.4995, s0.acc: 91.6636, s0.loss_bbox: 0.1788, s0.loss_mask: 0.5584, s1.loss_cls: 0.1547, s1.acc: 95.3259, s1.loss_bbox: 0.0712, s1.loss_mask: 0.2675, s2.loss_cls: 0.0473, s2.acc: 97.4285, s2.loss_bbox: 0.0125, s2.loss_mask: 0.1310, loss: 2.8337 2022-05-12 03:33:00,617 - mmdet - INFO - Epoch [1][750/7330] lr: 1.000e-04, eta: 5 days, 11:15:23, time: 1.416, data_time: 0.023, memory: 62365, loss_rpn_cls: 0.1549, loss_rpn_bbox: 0.0691, loss_semantic_seg: 0.6728, s0.loss_cls: 0.4658, s0.acc: 92.3044, s0.loss_bbox: 0.1618, s0.loss_mask: 0.5474, s1.loss_cls: 0.1461, s1.acc: 95.5928, s1.loss_bbox: 0.0664, s1.loss_mask: 0.2607, s2.loss_cls: 0.0443, s2.acc: 97.5754, s2.loss_bbox: 0.0116, s2.loss_mask: 0.1274, loss: 2.7283 2022-05-12 03:34:13,001 - mmdet - INFO - Epoch [1][800/7330] lr: 1.000e-04, eta: 5 days, 9:38:27, time: 1.448, data_time: 0.017, memory: 62365, loss_rpn_cls: 0.1572, loss_rpn_bbox: 0.0697, loss_semantic_seg: 0.6612, s0.loss_cls: 0.4603, s0.acc: 92.2393, s0.loss_bbox: 0.1645, s0.loss_mask: 0.5604, s1.loss_cls: 0.1455, s1.acc: 95.4890, s1.loss_bbox: 0.0684, s1.loss_mask: 0.2672, s2.loss_cls: 0.0447, s2.acc: 97.4907, s2.loss_bbox: 0.0125, s2.loss_mask: 0.1296, loss: 2.7412 2022-05-12 03:35:23,727 - mmdet - INFO - Epoch [1][850/7330] lr: 1.000e-04, eta: 5 days, 8:04:18, time: 1.415, data_time: 0.018, memory: 62365, loss_rpn_cls: 0.1424, loss_rpn_bbox: 0.0630, loss_semantic_seg: 0.6631, s0.loss_cls: 0.4513, s0.acc: 92.2922, s0.loss_bbox: 0.1615, s0.loss_mask: 0.5434, s1.loss_cls: 0.1458, s1.acc: 95.3694, s1.loss_bbox: 0.0726, s1.loss_mask: 0.2585, s2.loss_cls: 0.0448, s2.acc: 97.4539, s2.loss_bbox: 0.0141, s2.loss_mask: 0.1261, loss: 2.6868 2022-05-12 03:36:35,422 - mmdet - INFO - Epoch [1][900/7330] lr: 1.000e-04, eta: 5 days, 6:45:12, time: 1.434, data_time: 0.020, memory: 62365, loss_rpn_cls: 0.1485, loss_rpn_bbox: 0.0680, loss_semantic_seg: 0.6406, s0.loss_cls: 0.4570, s0.acc: 91.9998, s0.loss_bbox: 0.1652, s0.loss_mask: 0.5468, s1.loss_cls: 0.1509, s1.acc: 95.0916, s1.loss_bbox: 0.0765, s1.loss_mask: 0.2593, s2.loss_cls: 0.0465, s2.acc: 97.2600, s2.loss_bbox: 0.0154, s2.loss_mask: 0.1257, loss: 2.7002 2022-05-12 03:37:46,298 - mmdet - INFO - Epoch [1][950/7330] lr: 1.000e-04, eta: 5 days, 5:30:28, time: 1.417, data_time: 0.013, memory: 62365, loss_rpn_cls: 0.1484, loss_rpn_bbox: 0.0660, loss_semantic_seg: 0.6684, s0.loss_cls: 0.4720, s0.acc: 91.7893, s0.loss_bbox: 0.1702, s0.loss_mask: 0.5444, s1.loss_cls: 0.1572, s1.acc: 94.9016, s1.loss_bbox: 0.0791, s1.loss_mask: 0.2583, s2.loss_cls: 0.0491, s2.acc: 97.1201, s2.loss_bbox: 0.0166, s2.loss_mask: 0.1252, loss: 2.7551 2022-05-12 03:38:56,929 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 03:38:56,931 - mmdet - INFO - Epoch [1][1000/7330] lr: 1.000e-04, eta: 5 days, 4:22:04, time: 1.413, data_time: 0.014, memory: 62365, loss_rpn_cls: 0.1377, loss_rpn_bbox: 0.0647, loss_semantic_seg: 0.6562, s0.loss_cls: 0.4688, s0.acc: 91.8667, s0.loss_bbox: 0.1684, s0.loss_mask: 0.5399, s1.loss_cls: 0.1576, s1.acc: 94.8589, s1.loss_bbox: 0.0810, s1.loss_mask: 0.2547, s2.loss_cls: 0.0490, s2.acc: 97.1248, s2.loss_bbox: 0.0175, s2.loss_mask: 0.1240, loss: 2.7195 2022-05-12 03:40:07,646 - mmdet - INFO - Epoch [1][1050/7330] lr: 1.000e-04, eta: 5 days, 3:20:23, time: 1.414, data_time: 0.015, memory: 62365, loss_rpn_cls: 0.1376, loss_rpn_bbox: 0.0655, loss_semantic_seg: 0.6377, s0.loss_cls: 0.4808, s0.acc: 91.4111, s0.loss_bbox: 0.1769, s0.loss_mask: 0.5342, s1.loss_cls: 0.1618, s1.acc: 94.5286, s1.loss_bbox: 0.0854, s1.loss_mask: 0.2513, s2.loss_cls: 0.0510, s2.acc: 96.8833, s2.loss_bbox: 0.0192, s2.loss_mask: 0.1208, loss: 2.7221 2022-05-12 03:41:17,760 - mmdet - INFO - Epoch [1][1100/7330] lr: 1.000e-04, eta: 5 days, 2:21:37, time: 1.401, data_time: 0.016, memory: 62365, loss_rpn_cls: 0.1317, loss_rpn_bbox: 0.0631, loss_semantic_seg: 0.6435, s0.loss_cls: 0.4499, s0.acc: 91.7039, s0.loss_bbox: 0.1712, s0.loss_mask: 0.5279, s1.loss_cls: 0.1526, s1.acc: 94.6282, s1.loss_bbox: 0.0848, s1.loss_mask: 0.2500, s2.loss_cls: 0.0489, s2.acc: 96.8984, s2.loss_bbox: 0.0197, s2.loss_mask: 0.1208, loss: 2.6640 2022-05-12 03:42:28,364 - mmdet - INFO - Epoch [1][1150/7330] lr: 1.000e-04, eta: 5 days, 1:30:06, time: 1.413, data_time: 0.019, memory: 62365, loss_rpn_cls: 0.1328, loss_rpn_bbox: 0.0662, loss_semantic_seg: 0.6351, s0.loss_cls: 0.4626, s0.acc: 91.5867, s0.loss_bbox: 0.1712, s0.loss_mask: 0.5247, s1.loss_cls: 0.1594, s1.acc: 94.4727, s1.loss_bbox: 0.0865, s1.loss_mask: 0.2468, s2.loss_cls: 0.0515, s2.acc: 96.7261, s2.loss_bbox: 0.0211, s2.loss_mask: 0.1185, loss: 2.6764 2022-05-12 03:43:39,612 - mmdet - INFO - Epoch [1][1200/7330] lr: 1.000e-04, eta: 5 days, 0:44:50, time: 1.424, data_time: 0.016, memory: 62365, loss_rpn_cls: 0.1236, loss_rpn_bbox: 0.0606, loss_semantic_seg: 0.6308, s0.loss_cls: 0.4619, s0.acc: 91.3787, s0.loss_bbox: 0.1786, s0.loss_mask: 0.5209, s1.loss_cls: 0.1598, s1.acc: 94.3066, s1.loss_bbox: 0.0922, s1.loss_mask: 0.2436, s2.loss_cls: 0.0508, s2.acc: 96.7219, s2.loss_bbox: 0.0224, s2.loss_mask: 0.1164, loss: 2.6616 2022-05-12 03:44:50,285 - mmdet - INFO - Epoch [1][1250/7330] lr: 1.000e-04, eta: 5 days, 0:01:09, time: 1.413, data_time: 0.015, memory: 62365, loss_rpn_cls: 0.1306, loss_rpn_bbox: 0.0638, loss_semantic_seg: 0.6281, s0.loss_cls: 0.4814, s0.acc: 91.2456, s0.loss_bbox: 0.1799, s0.loss_mask: 0.5177, s1.loss_cls: 0.1682, s1.acc: 94.1460, s1.loss_bbox: 0.0927, s1.loss_mask: 0.2434, s2.loss_cls: 0.0544, s2.acc: 96.5278, s2.loss_bbox: 0.0228, s2.loss_mask: 0.1175, loss: 2.7004 2022-05-12 03:46:01,241 - mmdet - INFO - Epoch [1][1300/7330] lr: 1.000e-04, eta: 4 days, 23:21:53, time: 1.420, data_time: 0.023, memory: 62365, loss_rpn_cls: 0.1288, loss_rpn_bbox: 0.0599, loss_semantic_seg: 0.6300, s0.loss_cls: 0.4595, s0.acc: 91.5396, s0.loss_bbox: 0.1719, s0.loss_mask: 0.5125, s1.loss_cls: 0.1620, s1.acc: 94.2170, s1.loss_bbox: 0.0916, s1.loss_mask: 0.2421, s2.loss_cls: 0.0524, s2.acc: 96.5544, s2.loss_bbox: 0.0230, s2.loss_mask: 0.1165, loss: 2.6502 2022-05-12 03:47:11,473 - mmdet - INFO - Epoch [1][1350/7330] lr: 1.000e-04, eta: 4 days, 22:42:57, time: 1.405, data_time: 0.015, memory: 62365, loss_rpn_cls: 0.1277, loss_rpn_bbox: 0.0617, loss_semantic_seg: 0.6118, s0.loss_cls: 0.4603, s0.acc: 91.3210, s0.loss_bbox: 0.1747, s0.loss_mask: 0.5038, s1.loss_cls: 0.1650, s1.acc: 94.0002, s1.loss_bbox: 0.0946, s1.loss_mask: 0.2372, s2.loss_cls: 0.0535, s2.acc: 96.3650, s2.loss_bbox: 0.0248, s2.loss_mask: 0.1136, loss: 2.6289 2022-05-12 03:48:21,819 - mmdet - INFO - Epoch [1][1400/7330] lr: 1.000e-04, eta: 4 days, 22:07:01, time: 1.407, data_time: 0.015, memory: 62365, loss_rpn_cls: 0.1294, loss_rpn_bbox: 0.0650, loss_semantic_seg: 0.6145, s0.loss_cls: 0.4768, s0.acc: 90.8608, s0.loss_bbox: 0.1857, s0.loss_mask: 0.4984, s1.loss_cls: 0.1699, s1.acc: 93.7148, s1.loss_bbox: 0.0995, s1.loss_mask: 0.2315, s2.loss_cls: 0.0553, s2.acc: 96.2021, s2.loss_bbox: 0.0257, s2.loss_mask: 0.1103, loss: 2.6620 2022-05-12 03:49:32,814 - mmdet - INFO - Epoch [1][1450/7330] lr: 1.000e-04, eta: 4 days, 21:35:32, time: 1.420, data_time: 0.017, memory: 62365, loss_rpn_cls: 0.1298, loss_rpn_bbox: 0.0645, loss_semantic_seg: 0.6145, s0.loss_cls: 0.4861, s0.acc: 90.5845, s0.loss_bbox: 0.1891, s0.loss_mask: 0.5062, s1.loss_cls: 0.1756, s1.acc: 93.3444, s1.loss_bbox: 0.1057, s1.loss_mask: 0.2382, s2.loss_cls: 0.0576, s2.acc: 95.9306, s2.loss_bbox: 0.0288, s2.loss_mask: 0.1142, loss: 2.7103 2022-05-12 03:50:43,733 - mmdet - INFO - Epoch [1][1500/7330] lr: 1.000e-04, eta: 4 days, 21:05:48, time: 1.418, data_time: 0.019, memory: 62365, loss_rpn_cls: 0.1259, loss_rpn_bbox: 0.0605, loss_semantic_seg: 0.6022, s0.loss_cls: 0.4803, s0.acc: 90.7480, s0.loss_bbox: 0.1836, s0.loss_mask: 0.4912, s1.loss_cls: 0.1747, s1.acc: 93.3706, s1.loss_bbox: 0.1058, s1.loss_mask: 0.2288, s2.loss_cls: 0.0581, s2.acc: 95.8386, s2.loss_bbox: 0.0300, s2.loss_mask: 0.1085, loss: 2.6497 2022-05-12 03:51:53,450 - mmdet - INFO - Epoch [1][1550/7330] lr: 1.000e-04, eta: 4 days, 20:34:31, time: 1.394, data_time: 0.014, memory: 62365, loss_rpn_cls: 0.1180, loss_rpn_bbox: 0.0547, loss_semantic_seg: 0.6345, s0.loss_cls: 0.4662, s0.acc: 91.0818, s0.loss_bbox: 0.1767, s0.loss_mask: 0.4922, s1.loss_cls: 0.1687, s1.acc: 93.6250, s1.loss_bbox: 0.1015, s1.loss_mask: 0.2302, s2.loss_cls: 0.0563, s2.acc: 95.9861, s2.loss_bbox: 0.0297, s2.loss_mask: 0.1093, loss: 2.6380 2022-05-12 03:53:04,395 - mmdet - INFO - Epoch [1][1600/7330] lr: 1.000e-04, eta: 4 days, 20:08:27, time: 1.419, data_time: 0.013, memory: 62365, loss_rpn_cls: 0.1230, loss_rpn_bbox: 0.0620, loss_semantic_seg: 0.6046, s0.loss_cls: 0.4884, s0.acc: 90.3911, s0.loss_bbox: 0.1931, s0.loss_mask: 0.4951, s1.loss_cls: 0.1771, s1.acc: 93.2100, s1.loss_bbox: 0.1092, s1.loss_mask: 0.2288, s2.loss_cls: 0.0589, s2.acc: 95.7483, s2.loss_bbox: 0.0305, s2.loss_mask: 0.1090, loss: 2.6795 2022-05-12 03:54:15,370 - mmdet - INFO - Epoch [1][1650/7330] lr: 1.000e-04, eta: 4 days, 19:43:55, time: 1.419, data_time: 0.016, memory: 62365, loss_rpn_cls: 0.1188, loss_rpn_bbox: 0.0641, loss_semantic_seg: 0.6091, s0.loss_cls: 0.4810, s0.acc: 90.5613, s0.loss_bbox: 0.1878, s0.loss_mask: 0.4941, s1.loss_cls: 0.1764, s1.acc: 93.2202, s1.loss_bbox: 0.1078, s1.loss_mask: 0.2318, s2.loss_cls: 0.0596, s2.acc: 95.6584, s2.loss_bbox: 0.0317, s2.loss_mask: 0.1112, loss: 2.6734 2022-05-12 03:55:26,327 - mmdet - INFO - Epoch [1][1700/7330] lr: 1.000e-04, eta: 4 days, 19:20:51, time: 1.420, data_time: 0.019, memory: 62365, loss_rpn_cls: 0.1216, loss_rpn_bbox: 0.0616, loss_semantic_seg: 0.6068, s0.loss_cls: 0.4679, s0.acc: 90.7878, s0.loss_bbox: 0.1843, s0.loss_mask: 0.4801, s1.loss_cls: 0.1758, s1.acc: 93.1716, s1.loss_bbox: 0.1094, s1.loss_mask: 0.2238, s2.loss_cls: 0.0600, s2.acc: 95.5566, s2.loss_bbox: 0.0328, s2.loss_mask: 0.1061, loss: 2.6300 2022-05-12 03:56:37,496 - mmdet - INFO - Epoch [1][1750/7330] lr: 1.000e-04, eta: 4 days, 18:59:32, time: 1.424, data_time: 0.016, memory: 62365, loss_rpn_cls: 0.1169, loss_rpn_bbox: 0.0606, loss_semantic_seg: 0.6083, s0.loss_cls: 0.4918, s0.acc: 90.2791, s0.loss_bbox: 0.1905, s0.loss_mask: 0.4805, s1.loss_cls: 0.1845, s1.acc: 92.7353, s1.loss_bbox: 0.1146, s1.loss_mask: 0.2239, s2.loss_cls: 0.0631, s2.acc: 95.2601, s2.loss_bbox: 0.0347, s2.loss_mask: 0.1064, loss: 2.6761 2022-05-12 03:57:48,326 - mmdet - INFO - Epoch [1][1800/7330] lr: 1.000e-04, eta: 4 days, 18:38:29, time: 1.417, data_time: 0.015, memory: 62365, loss_rpn_cls: 0.1065, loss_rpn_bbox: 0.0551, loss_semantic_seg: 0.6063, s0.loss_cls: 0.4619, s0.acc: 91.0256, s0.loss_bbox: 0.1791, s0.loss_mask: 0.4814, s1.loss_cls: 0.1720, s1.acc: 93.4078, s1.loss_bbox: 0.1061, s1.loss_mask: 0.2242, s2.loss_cls: 0.0592, s2.acc: 95.6709, s2.loss_bbox: 0.0326, s2.loss_mask: 0.1069, loss: 2.5913 2022-05-12 03:58:59,145 - mmdet - INFO - Epoch [1][1850/7330] lr: 1.000e-04, eta: 4 days, 18:18:28, time: 1.416, data_time: 0.014, memory: 62365, loss_rpn_cls: 0.1166, loss_rpn_bbox: 0.0583, loss_semantic_seg: 0.6003, s0.loss_cls: 0.4816, s0.acc: 90.2490, s0.loss_bbox: 0.1939, s0.loss_mask: 0.4711, s1.loss_cls: 0.1814, s1.acc: 92.6831, s1.loss_bbox: 0.1182, s1.loss_mask: 0.2187, s2.loss_cls: 0.0618, s2.acc: 95.1979, s2.loss_bbox: 0.0365, s2.loss_mask: 0.1040, loss: 2.6422 2022-05-12 04:00:11,099 - mmdet - INFO - Epoch [1][1900/7330] lr: 1.000e-04, eta: 4 days, 18:01:52, time: 1.437, data_time: 0.022, memory: 62365, loss_rpn_cls: 0.1183, loss_rpn_bbox: 0.0603, loss_semantic_seg: 0.5867, s0.loss_cls: 0.4575, s0.acc: 90.6887, s0.loss_bbox: 0.1817, s0.loss_mask: 0.4640, s1.loss_cls: 0.1752, s1.acc: 92.8393, s1.loss_bbox: 0.1123, s1.loss_mask: 0.2147, s2.loss_cls: 0.0617, s2.acc: 95.1883, s2.loss_bbox: 0.0362, s2.loss_mask: 0.1013, loss: 2.5700 2022-05-12 04:01:22,260 - mmdet - INFO - Epoch [1][1950/7330] lr: 1.000e-04, eta: 4 days, 17:44:11, time: 1.421, data_time: 0.016, memory: 62365, loss_rpn_cls: 0.1171, loss_rpn_bbox: 0.0571, loss_semantic_seg: 0.5877, s0.loss_cls: 0.4808, s0.acc: 90.3235, s0.loss_bbox: 0.1882, s0.loss_mask: 0.4687, s1.loss_cls: 0.1829, s1.acc: 92.6638, s1.loss_bbox: 0.1162, s1.loss_mask: 0.2184, s2.loss_cls: 0.0631, s2.acc: 95.1492, s2.loss_bbox: 0.0368, s2.loss_mask: 0.1030, loss: 2.6200 2022-05-12 04:02:33,144 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 04:02:33,145 - mmdet - INFO - Epoch [1][2000/7330] lr: 1.000e-04, eta: 4 days, 17:27:28, time: 1.422, data_time: 0.020, memory: 62365, loss_rpn_cls: 0.1108, loss_rpn_bbox: 0.0601, loss_semantic_seg: 0.5843, s0.loss_cls: 0.4783, s0.acc: 90.3638, s0.loss_bbox: 0.1862, s0.loss_mask: 0.4596, s1.loss_cls: 0.1872, s1.acc: 92.4742, s1.loss_bbox: 0.1182, s1.loss_mask: 0.2137, s2.loss_cls: 0.0669, s2.acc: 94.8147, s2.loss_bbox: 0.0404, s2.loss_mask: 0.1014, loss: 2.6071 2022-05-12 04:03:44,226 - mmdet - INFO - Epoch [1][2050/7330] lr: 1.000e-04, eta: 4 days, 17:11:23, time: 1.421, data_time: 0.015, memory: 62365, loss_rpn_cls: 0.1043, loss_rpn_bbox: 0.0554, loss_semantic_seg: 0.5925, s0.loss_cls: 0.4560, s0.acc: 90.7173, s0.loss_bbox: 0.1795, s0.loss_mask: 0.4637, s1.loss_cls: 0.1775, s1.acc: 92.7935, s1.loss_bbox: 0.1140, s1.loss_mask: 0.2148, s2.loss_cls: 0.0635, s2.acc: 95.0365, s2.loss_bbox: 0.0382, s2.loss_mask: 0.1007, loss: 2.5602 2022-05-12 04:04:54,808 - mmdet - INFO - Epoch [1][2100/7330] lr: 1.000e-04, eta: 4 days, 16:55:08, time: 1.412, data_time: 0.017, memory: 62365, loss_rpn_cls: 0.1083, loss_rpn_bbox: 0.0602, loss_semantic_seg: 0.5931, s0.loss_cls: 0.4855, s0.acc: 90.0754, s0.loss_bbox: 0.1924, s0.loss_mask: 0.4600, s1.loss_cls: 0.1890, s1.acc: 92.3186, s1.loss_bbox: 0.1222, s1.loss_mask: 0.2113, s2.loss_cls: 0.0674, s2.acc: 94.7066, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0998, loss: 2.6307 2022-05-12 04:06:07,063 - mmdet - INFO - Epoch [1][2150/7330] lr: 1.000e-04, eta: 4 days, 16:42:52, time: 1.445, data_time: 0.018, memory: 62365, loss_rpn_cls: 0.1120, loss_rpn_bbox: 0.0594, loss_semantic_seg: 0.5848, s0.loss_cls: 0.5030, s0.acc: 89.8325, s0.loss_bbox: 0.1971, s0.loss_mask: 0.4648, s1.loss_cls: 0.1927, s1.acc: 92.1657, s1.loss_bbox: 0.1241, s1.loss_mask: 0.2156, s2.loss_cls: 0.0695, s2.acc: 94.5106, s2.loss_bbox: 0.0430, s2.loss_mask: 0.1011, loss: 2.6670 2022-05-12 04:07:18,951 - mmdet - INFO - Epoch [1][2200/7330] lr: 1.000e-04, eta: 4 days, 16:30:26, time: 1.438, data_time: 0.018, memory: 62365, loss_rpn_cls: 0.1094, loss_rpn_bbox: 0.0585, loss_semantic_seg: 0.5861, s0.loss_cls: 0.4716, s0.acc: 90.3374, s0.loss_bbox: 0.1866, s0.loss_mask: 0.4606, s1.loss_cls: 0.1830, s1.acc: 92.4577, s1.loss_bbox: 0.1192, s1.loss_mask: 0.2153, s2.loss_cls: 0.0664, s2.acc: 94.7229, s2.loss_bbox: 0.0410, s2.loss_mask: 0.1021, loss: 2.5998 2022-05-12 04:08:30,691 - mmdet - INFO - Epoch [1][2250/7330] lr: 1.000e-04, eta: 4 days, 16:18:13, time: 1.435, data_time: 0.016, memory: 62385, loss_rpn_cls: 0.1030, loss_rpn_bbox: 0.0556, loss_semantic_seg: 0.5796, s0.loss_cls: 0.4710, s0.acc: 90.3059, s0.loss_bbox: 0.1859, s0.loss_mask: 0.4637, s1.loss_cls: 0.1849, s1.acc: 92.3524, s1.loss_bbox: 0.1203, s1.loss_mask: 0.2166, s2.loss_cls: 0.0661, s2.acc: 94.6848, s2.loss_bbox: 0.0411, s2.loss_mask: 0.1017, loss: 2.5896 2022-05-12 04:09:42,057 - mmdet - INFO - Epoch [1][2300/7330] lr: 1.000e-04, eta: 4 days, 16:05:45, time: 1.427, data_time: 0.014, memory: 62385, loss_rpn_cls: 0.1034, loss_rpn_bbox: 0.0556, loss_semantic_seg: 0.5768, s0.loss_cls: 0.4665, s0.acc: 90.3926, s0.loss_bbox: 0.1826, s0.loss_mask: 0.4515, s1.loss_cls: 0.1834, s1.acc: 92.4341, s1.loss_bbox: 0.1184, s1.loss_mask: 0.2103, s2.loss_cls: 0.0669, s2.acc: 94.5829, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0993, loss: 2.5567 2022-05-12 04:10:53,732 - mmdet - INFO - Epoch [1][2350/7330] lr: 1.000e-04, eta: 4 days, 15:54:19, time: 1.433, data_time: 0.017, memory: 62385, loss_rpn_cls: 0.1097, loss_rpn_bbox: 0.0586, loss_semantic_seg: 0.5748, s0.loss_cls: 0.4713, s0.acc: 90.1355, s0.loss_bbox: 0.1874, s0.loss_mask: 0.4532, s1.loss_cls: 0.1863, s1.acc: 92.1614, s1.loss_bbox: 0.1224, s1.loss_mask: 0.2104, s2.loss_cls: 0.0686, s2.acc: 94.2988, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0993, loss: 2.5857 2022-05-12 04:12:06,196 - mmdet - INFO - Epoch [1][2400/7330] lr: 1.000e-04, eta: 4 days, 15:44:46, time: 1.449, data_time: 0.019, memory: 62385, loss_rpn_cls: 0.1067, loss_rpn_bbox: 0.0638, loss_semantic_seg: 0.5775, s0.loss_cls: 0.4634, s0.acc: 90.2544, s0.loss_bbox: 0.1876, s0.loss_mask: 0.4524, s1.loss_cls: 0.1807, s1.acc: 92.3344, s1.loss_bbox: 0.1217, s1.loss_mask: 0.2089, s2.loss_cls: 0.0658, s2.acc: 94.5224, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0975, loss: 2.5691 2022-05-12 04:13:18,193 - mmdet - INFO - Epoch [1][2450/7330] lr: 1.000e-04, eta: 4 days, 15:34:42, time: 1.440, data_time: 0.014, memory: 62385, loss_rpn_cls: 0.1074, loss_rpn_bbox: 0.0570, loss_semantic_seg: 0.5623, s0.loss_cls: 0.4544, s0.acc: 90.6133, s0.loss_bbox: 0.1762, s0.loss_mask: 0.4398, s1.loss_cls: 0.1794, s1.acc: 92.4330, s1.loss_bbox: 0.1186, s1.loss_mask: 0.2032, s2.loss_cls: 0.0656, s2.acc: 94.5328, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0950, loss: 2.5015 2022-05-12 04:14:29,388 - mmdet - INFO - Epoch [1][2500/7330] lr: 1.000e-04, eta: 4 days, 15:23:39, time: 1.424, data_time: 0.015, memory: 62385, loss_rpn_cls: 0.1035, loss_rpn_bbox: 0.0622, loss_semantic_seg: 0.5709, s0.loss_cls: 0.4640, s0.acc: 90.1116, s0.loss_bbox: 0.1846, s0.loss_mask: 0.4468, s1.loss_cls: 0.1855, s1.acc: 92.0346, s1.loss_bbox: 0.1234, s1.loss_mask: 0.2067, s2.loss_cls: 0.0693, s2.acc: 94.1574, s2.loss_bbox: 0.0450, s2.loss_mask: 0.0973, loss: 2.5591 2022-05-12 04:15:41,682 - mmdet - INFO - Epoch [1][2550/7330] lr: 1.000e-04, eta: 4 days, 15:14:49, time: 1.446, data_time: 0.016, memory: 62385, loss_rpn_cls: 0.1003, loss_rpn_bbox: 0.0600, loss_semantic_seg: 0.5503, s0.loss_cls: 0.4464, s0.acc: 90.3438, s0.loss_bbox: 0.1823, s0.loss_mask: 0.4417, s1.loss_cls: 0.1806, s1.acc: 92.1268, s1.loss_bbox: 0.1227, s1.loss_mask: 0.2069, s2.loss_cls: 0.0677, s2.acc: 94.2382, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0977, loss: 2.5015 2022-05-12 04:16:54,273 - mmdet - INFO - Epoch [1][2600/7330] lr: 1.000e-04, eta: 4 days, 15:06:47, time: 1.452, data_time: 0.023, memory: 62385, loss_rpn_cls: 0.1036, loss_rpn_bbox: 0.0572, loss_semantic_seg: 0.5665, s0.loss_cls: 0.4753, s0.acc: 89.8916, s0.loss_bbox: 0.1881, s0.loss_mask: 0.4373, s1.loss_cls: 0.1914, s1.acc: 91.8097, s1.loss_bbox: 0.1277, s1.loss_mask: 0.2010, s2.loss_cls: 0.0717, s2.acc: 93.9688, s2.loss_bbox: 0.0476, s2.loss_mask: 0.0944, loss: 2.5620 2022-05-12 04:18:06,373 - mmdet - INFO - Epoch [1][2650/7330] lr: 1.000e-04, eta: 4 days, 14:58:10, time: 1.442, data_time: 0.016, memory: 62385, loss_rpn_cls: 0.1038, loss_rpn_bbox: 0.0561, loss_semantic_seg: 0.5819, s0.loss_cls: 0.4723, s0.acc: 90.1807, s0.loss_bbox: 0.1851, s0.loss_mask: 0.4445, s1.loss_cls: 0.1902, s1.acc: 91.9759, s1.loss_bbox: 0.1248, s1.loss_mask: 0.2055, s2.loss_cls: 0.0712, s2.acc: 94.1135, s2.loss_bbox: 0.0466, s2.loss_mask: 0.0966, loss: 2.5785 2022-05-12 04:19:18,687 - mmdet - INFO - Epoch [1][2700/7330] lr: 1.000e-04, eta: 4 days, 14:50:14, time: 1.447, data_time: 0.016, memory: 62385, loss_rpn_cls: 0.1019, loss_rpn_bbox: 0.0569, loss_semantic_seg: 0.5513, s0.loss_cls: 0.4486, s0.acc: 90.2056, s0.loss_bbox: 0.1834, s0.loss_mask: 0.4362, s1.loss_cls: 0.1851, s1.acc: 91.9473, s1.loss_bbox: 0.1252, s1.loss_mask: 0.1994, s2.loss_cls: 0.0701, s2.acc: 93.9825, s2.loss_bbox: 0.0470, s2.loss_mask: 0.0935, loss: 2.4985 2022-05-12 04:20:30,185 - mmdet - INFO - Epoch [1][2750/7330] lr: 1.000e-04, eta: 4 days, 14:41:13, time: 1.430, data_time: 0.012, memory: 62385, loss_rpn_cls: 0.0981, loss_rpn_bbox: 0.0543, loss_semantic_seg: 0.5552, s0.loss_cls: 0.4606, s0.acc: 90.0857, s0.loss_bbox: 0.1839, s0.loss_mask: 0.4296, s1.loss_cls: 0.1889, s1.acc: 91.7008, s1.loss_bbox: 0.1282, s1.loss_mask: 0.1984, s2.loss_cls: 0.0725, s2.acc: 93.7442, s2.loss_bbox: 0.0500, s2.loss_mask: 0.0936, loss: 2.5133 2022-05-12 04:21:41,599 - mmdet - INFO - Epoch [1][2800/7330] lr: 1.000e-04, eta: 4 days, 14:32:21, time: 1.428, data_time: 0.021, memory: 62385, loss_rpn_cls: 0.0998, loss_rpn_bbox: 0.0574, loss_semantic_seg: 0.5560, s0.loss_cls: 0.4667, s0.acc: 89.9746, s0.loss_bbox: 0.1854, s0.loss_mask: 0.4254, s1.loss_cls: 0.1911, s1.acc: 91.6495, s1.loss_bbox: 0.1309, s1.loss_mask: 0.1962, s2.loss_cls: 0.0735, s2.acc: 93.6513, s2.loss_bbox: 0.0515, s2.loss_mask: 0.0915, loss: 2.5256 2022-05-12 04:22:53,493 - mmdet - INFO - Epoch [1][2850/7330] lr: 1.000e-04, eta: 4 days, 14:24:30, time: 1.438, data_time: 0.016, memory: 62385, loss_rpn_cls: 0.0963, loss_rpn_bbox: 0.0590, loss_semantic_seg: 0.5517, s0.loss_cls: 0.4505, s0.acc: 90.2751, s0.loss_bbox: 0.1814, s0.loss_mask: 0.4233, s1.loss_cls: 0.1834, s1.acc: 91.8659, s1.loss_bbox: 0.1273, s1.loss_mask: 0.1955, s2.loss_cls: 0.0697, s2.acc: 93.8955, s2.loss_bbox: 0.0487, s2.loss_mask: 0.0909, loss: 2.4776 2022-05-12 04:24:05,538 - mmdet - INFO - Epoch [1][2900/7330] lr: 1.000e-04, eta: 4 days, 14:17:06, time: 1.441, data_time: 0.014, memory: 62385, loss_rpn_cls: 0.1034, loss_rpn_bbox: 0.0590, loss_semantic_seg: 0.5544, s0.loss_cls: 0.4464, s0.acc: 90.0217, s0.loss_bbox: 0.1859, s0.loss_mask: 0.4234, s1.loss_cls: 0.1839, s1.acc: 91.6547, s1.loss_bbox: 0.1311, s1.loss_mask: 0.1952, s2.loss_cls: 0.0708, s2.acc: 93.6187, s2.loss_bbox: 0.0512, s2.loss_mask: 0.0911, loss: 2.4958 2022-05-12 04:25:17,272 - mmdet - INFO - Epoch [1][2950/7330] lr: 1.000e-04, eta: 4 days, 14:09:27, time: 1.435, data_time: 0.016, memory: 62385, loss_rpn_cls: 0.0943, loss_rpn_bbox: 0.0549, loss_semantic_seg: 0.5514, s0.loss_cls: 0.4572, s0.acc: 90.0217, s0.loss_bbox: 0.1821, s0.loss_mask: 0.4160, s1.loss_cls: 0.1884, s1.acc: 91.6128, s1.loss_bbox: 0.1291, s1.loss_mask: 0.1925, s2.loss_cls: 0.0724, s2.acc: 93.6089, s2.loss_bbox: 0.0508, s2.loss_mask: 0.0907, loss: 2.4799 2022-05-12 04:26:28,973 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 04:26:28,977 - mmdet - INFO - Epoch [1][3000/7330] lr: 1.000e-04, eta: 4 days, 14:01:56, time: 1.434, data_time: 0.020, memory: 62385, loss_rpn_cls: 0.0943, loss_rpn_bbox: 0.0550, loss_semantic_seg: 0.5308, s0.loss_cls: 0.4325, s0.acc: 90.3081, s0.loss_bbox: 0.1814, s0.loss_mask: 0.4102, s1.loss_cls: 0.1785, s1.acc: 91.7757, s1.loss_bbox: 0.1288, s1.loss_mask: 0.1911, s2.loss_cls: 0.0703, s2.acc: 93.5112, s2.loss_bbox: 0.0518, s2.loss_mask: 0.0889, loss: 2.4137 2022-05-12 04:27:40,298 - mmdet - INFO - Epoch [1][3050/7330] lr: 1.000e-04, eta: 4 days, 13:54:09, time: 1.427, data_time: 0.018, memory: 62385, loss_rpn_cls: 0.0968, loss_rpn_bbox: 0.0575, loss_semantic_seg: 0.5353, s0.loss_cls: 0.4713, s0.acc: 89.3896, s0.loss_bbox: 0.1924, s0.loss_mask: 0.4157, s1.loss_cls: 0.1977, s1.acc: 90.8881, s1.loss_bbox: 0.1400, s1.loss_mask: 0.1923, s2.loss_cls: 0.0777, s2.acc: 92.8633, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0896, loss: 2.5239 2022-05-12 04:28:51,659 - mmdet - INFO - Epoch [1][3100/7330] lr: 1.000e-04, eta: 4 days, 13:46:35, time: 1.427, data_time: 0.014, memory: 62385, loss_rpn_cls: 0.0973, loss_rpn_bbox: 0.0581, loss_semantic_seg: 0.5144, s0.loss_cls: 0.4563, s0.acc: 89.6719, s0.loss_bbox: 0.1912, s0.loss_mask: 0.4197, s1.loss_cls: 0.1905, s1.acc: 91.2297, s1.loss_bbox: 0.1384, s1.loss_mask: 0.1929, s2.loss_cls: 0.0746, s2.acc: 93.0766, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0894, loss: 2.4798 2022-05-12 04:30:03,282 - mmdet - INFO - Epoch [1][3150/7330] lr: 1.000e-04, eta: 4 days, 13:39:36, time: 1.433, data_time: 0.017, memory: 62385, loss_rpn_cls: 0.0953, loss_rpn_bbox: 0.0585, loss_semantic_seg: 0.5259, s0.loss_cls: 0.4549, s0.acc: 89.5549, s0.loss_bbox: 0.1910, s0.loss_mask: 0.4150, s1.loss_cls: 0.1901, s1.acc: 91.0527, s1.loss_bbox: 0.1397, s1.loss_mask: 0.1902, s2.loss_cls: 0.0746, s2.acc: 93.0371, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0880, loss: 2.4798 2022-05-12 04:31:15,858 - mmdet - INFO - Epoch [1][3200/7330] lr: 1.000e-04, eta: 4 days, 13:34:06, time: 1.452, data_time: 0.020, memory: 63617, loss_rpn_cls: 0.0964, loss_rpn_bbox: 0.0583, loss_semantic_seg: 0.5233, s0.loss_cls: 0.4353, s0.acc: 89.9666, s0.loss_bbox: 0.1821, s0.loss_mask: 0.4038, s1.loss_cls: 0.1840, s1.acc: 91.3038, s1.loss_bbox: 0.1368, s1.loss_mask: 0.1863, s2.loss_cls: 0.0737, s2.acc: 93.0146, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0869, loss: 2.4242 2022-05-12 04:32:27,701 - mmdet - INFO - Epoch [1][3250/7330] lr: 1.000e-04, eta: 4 days, 13:27:44, time: 1.437, data_time: 0.017, memory: 63617, loss_rpn_cls: 0.0933, loss_rpn_bbox: 0.0564, loss_semantic_seg: 0.5207, s0.loss_cls: 0.4293, s0.acc: 89.9375, s0.loss_bbox: 0.1802, s0.loss_mask: 0.3998, s1.loss_cls: 0.1829, s1.acc: 91.2289, s1.loss_bbox: 0.1340, s1.loss_mask: 0.1838, s2.loss_cls: 0.0734, s2.acc: 92.9263, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0856, loss: 2.3958 2022-05-12 04:33:39,723 - mmdet - INFO - Epoch [1][3300/7330] lr: 1.000e-04, eta: 4 days, 13:21:41, time: 1.439, data_time: 0.023, memory: 63617, loss_rpn_cls: 0.0892, loss_rpn_bbox: 0.0540, loss_semantic_seg: 0.5157, s0.loss_cls: 0.4288, s0.acc: 90.1216, s0.loss_bbox: 0.1807, s0.loss_mask: 0.4027, s1.loss_cls: 0.1791, s1.acc: 91.4742, s1.loss_bbox: 0.1332, s1.loss_mask: 0.1854, s2.loss_cls: 0.0716, s2.acc: 93.1625, s2.loss_bbox: 0.0561, s2.loss_mask: 0.0857, loss: 2.3821 2022-05-12 04:34:51,517 - mmdet - INFO - Epoch [1][3350/7330] lr: 1.000e-04, eta: 4 days, 13:15:38, time: 1.437, data_time: 0.019, memory: 63617, loss_rpn_cls: 0.0949, loss_rpn_bbox: 0.0567, loss_semantic_seg: 0.4951, s0.loss_cls: 0.4449, s0.acc: 89.6130, s0.loss_bbox: 0.1861, s0.loss_mask: 0.3982, s1.loss_cls: 0.1886, s1.acc: 90.9817, s1.loss_bbox: 0.1395, s1.loss_mask: 0.1829, s2.loss_cls: 0.0764, s2.acc: 92.7092, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0855, loss: 2.4081 2022-05-12 04:36:03,190 - mmdet - INFO - Epoch [1][3400/7330] lr: 1.000e-04, eta: 4 days, 13:09:31, time: 1.434, data_time: 0.021, memory: 63617, loss_rpn_cls: 0.0947, loss_rpn_bbox: 0.0538, loss_semantic_seg: 0.5019, s0.loss_cls: 0.4458, s0.acc: 89.5718, s0.loss_bbox: 0.1891, s0.loss_mask: 0.3906, s1.loss_cls: 0.1917, s1.acc: 90.7986, s1.loss_bbox: 0.1428, s1.loss_mask: 0.1810, s2.loss_cls: 0.0772, s2.acc: 92.5239, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0847, loss: 2.4144 2022-05-12 04:37:14,590 - mmdet - INFO - Epoch [1][3450/7330] lr: 1.000e-04, eta: 4 days, 13:03:12, time: 1.428, data_time: 0.016, memory: 63617, loss_rpn_cls: 0.0904, loss_rpn_bbox: 0.0583, loss_semantic_seg: 0.5014, s0.loss_cls: 0.4307, s0.acc: 89.8230, s0.loss_bbox: 0.1821, s0.loss_mask: 0.3892, s1.loss_cls: 0.1847, s1.acc: 91.0913, s1.loss_bbox: 0.1381, s1.loss_mask: 0.1783, s2.loss_cls: 0.0741, s2.acc: 92.8294, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0828, loss: 2.3698 2022-05-12 04:38:26,702 - mmdet - INFO - Epoch [1][3500/7330] lr: 1.000e-04, eta: 4 days, 12:57:53, time: 1.442, data_time: 0.014, memory: 63617, loss_rpn_cls: 0.0868, loss_rpn_bbox: 0.0565, loss_semantic_seg: 0.5049, s0.loss_cls: 0.4133, s0.acc: 90.1064, s0.loss_bbox: 0.1802, s0.loss_mask: 0.3786, s1.loss_cls: 0.1786, s1.acc: 91.2134, s1.loss_bbox: 0.1369, s1.loss_mask: 0.1730, s2.loss_cls: 0.0728, s2.acc: 92.7920, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0804, loss: 2.3215 2022-05-12 04:39:38,392 - mmdet - INFO - Epoch [1][3550/7330] lr: 1.000e-04, eta: 4 days, 12:52:11, time: 1.434, data_time: 0.016, memory: 63617, loss_rpn_cls: 0.0868, loss_rpn_bbox: 0.0559, loss_semantic_seg: 0.5027, s0.loss_cls: 0.4124, s0.acc: 89.9614, s0.loss_bbox: 0.1792, s0.loss_mask: 0.3838, s1.loss_cls: 0.1769, s1.acc: 91.1579, s1.loss_bbox: 0.1377, s1.loss_mask: 0.1769, s2.loss_cls: 0.0728, s2.acc: 92.6416, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0820, loss: 2.3277 2022-05-12 04:40:49,770 - mmdet - INFO - Epoch [1][3600/7330] lr: 1.000e-04, eta: 4 days, 12:46:13, time: 1.427, data_time: 0.016, memory: 63617, loss_rpn_cls: 0.0834, loss_rpn_bbox: 0.0549, loss_semantic_seg: 0.4854, s0.loss_cls: 0.4288, s0.acc: 89.6609, s0.loss_bbox: 0.1833, s0.loss_mask: 0.3792, s1.loss_cls: 0.1862, s1.acc: 90.7754, s1.loss_bbox: 0.1427, s1.loss_mask: 0.1748, s2.loss_cls: 0.0775, s2.acc: 92.2317, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0821, loss: 2.3425 2022-05-12 04:42:02,157 - mmdet - INFO - Epoch [1][3650/7330] lr: 1.000e-04, eta: 4 days, 12:41:36, time: 1.448, data_time: 0.012, memory: 63617, loss_rpn_cls: 0.0834, loss_rpn_bbox: 0.0542, loss_semantic_seg: 0.4846, s0.loss_cls: 0.4165, s0.acc: 89.8677, s0.loss_bbox: 0.1845, s0.loss_mask: 0.3927, s1.loss_cls: 0.1805, s1.acc: 91.0147, s1.loss_bbox: 0.1424, s1.loss_mask: 0.1802, s2.loss_cls: 0.0737, s2.acc: 92.4998, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0839, loss: 2.3387 2022-05-12 04:43:13,947 - mmdet - INFO - Epoch [1][3700/7330] lr: 1.000e-04, eta: 4 days, 12:36:23, time: 1.436, data_time: 0.014, memory: 63617, loss_rpn_cls: 0.0824, loss_rpn_bbox: 0.0504, loss_semantic_seg: 0.4768, s0.loss_cls: 0.4080, s0.acc: 89.7229, s0.loss_bbox: 0.1812, s0.loss_mask: 0.3805, s1.loss_cls: 0.1777, s1.acc: 90.8527, s1.loss_bbox: 0.1416, s1.loss_mask: 0.1743, s2.loss_cls: 0.0736, s2.acc: 92.4426, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0806, loss: 2.2896 2022-05-12 04:44:26,020 - mmdet - INFO - Epoch [1][3750/7330] lr: 1.000e-04, eta: 4 days, 12:31:35, time: 1.441, data_time: 0.014, memory: 63617, loss_rpn_cls: 0.0716, loss_rpn_bbox: 0.0479, loss_semantic_seg: 0.4743, s0.loss_cls: 0.4116, s0.acc: 89.8013, s0.loss_bbox: 0.1792, s0.loss_mask: 0.3757, s1.loss_cls: 0.1806, s1.acc: 90.7711, s1.loss_bbox: 0.1408, s1.loss_mask: 0.1726, s2.loss_cls: 0.0761, s2.acc: 92.1311, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0802, loss: 2.2750 2022-05-12 04:45:38,447 - mmdet - INFO - Epoch [1][3800/7330] lr: 1.000e-04, eta: 4 days, 12:27:17, time: 1.449, data_time: 0.018, memory: 63617, loss_rpn_cls: 0.0801, loss_rpn_bbox: 0.0506, loss_semantic_seg: 0.4610, s0.loss_cls: 0.4212, s0.acc: 89.5952, s0.loss_bbox: 0.1850, s0.loss_mask: 0.3763, s1.loss_cls: 0.1821, s1.acc: 90.7461, s1.loss_bbox: 0.1461, s1.loss_mask: 0.1720, s2.loss_cls: 0.0757, s2.acc: 92.2262, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0795, loss: 2.2955 2022-05-12 04:46:50,912 - mmdet - INFO - Epoch [1][3850/7330] lr: 1.000e-04, eta: 4 days, 12:23:07, time: 1.449, data_time: 0.013, memory: 63617, loss_rpn_cls: 0.0850, loss_rpn_bbox: 0.0545, loss_semantic_seg: 0.4770, s0.loss_cls: 0.4116, s0.acc: 89.8311, s0.loss_bbox: 0.1778, s0.loss_mask: 0.3646, s1.loss_cls: 0.1804, s1.acc: 90.8716, s1.loss_bbox: 0.1411, s1.loss_mask: 0.1677, s2.loss_cls: 0.0754, s2.acc: 92.2882, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0775, loss: 2.2766 2022-05-12 04:48:03,114 - mmdet - INFO - Epoch [1][3900/7330] lr: 1.000e-04, eta: 4 days, 12:18:43, time: 1.444, data_time: 0.016, memory: 63617, loss_rpn_cls: 0.0809, loss_rpn_bbox: 0.0524, loss_semantic_seg: 0.4588, s0.loss_cls: 0.3985, s0.acc: 89.7468, s0.loss_bbox: 0.1838, s0.loss_mask: 0.3742, s1.loss_cls: 0.1734, s1.acc: 90.8079, s1.loss_bbox: 0.1446, s1.loss_mask: 0.1716, s2.loss_cls: 0.0731, s2.acc: 92.2507, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0793, loss: 2.2583 2022-05-12 04:49:15,143 - mmdet - INFO - Epoch [1][3950/7330] lr: 1.000e-04, eta: 4 days, 12:14:14, time: 1.441, data_time: 0.011, memory: 63617, loss_rpn_cls: 0.0807, loss_rpn_bbox: 0.0506, loss_semantic_seg: 0.4634, s0.loss_cls: 0.4050, s0.acc: 89.7222, s0.loss_bbox: 0.1832, s0.loss_mask: 0.3743, s1.loss_cls: 0.1778, s1.acc: 90.7375, s1.loss_bbox: 0.1453, s1.loss_mask: 0.1708, s2.loss_cls: 0.0741, s2.acc: 92.1724, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0796, loss: 2.2705 2022-05-12 04:50:27,214 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 04:50:27,216 - mmdet - INFO - Epoch [1][4000/7330] lr: 1.000e-04, eta: 4 days, 12:09:51, time: 1.441, data_time: 0.015, memory: 63617, loss_rpn_cls: 0.0753, loss_rpn_bbox: 0.0530, loss_semantic_seg: 0.4435, s0.loss_cls: 0.4108, s0.acc: 89.4087, s0.loss_bbox: 0.1912, s0.loss_mask: 0.3745, s1.loss_cls: 0.1800, s1.acc: 90.5089, s1.loss_bbox: 0.1532, s1.loss_mask: 0.1717, s2.loss_cls: 0.0757, s2.acc: 91.8127, s2.loss_bbox: 0.0713, s2.loss_mask: 0.0800, loss: 2.2804 2022-05-12 04:51:38,848 - mmdet - INFO - Epoch [1][4050/7330] lr: 1.000e-04, eta: 4 days, 12:05:06, time: 1.433, data_time: 0.017, memory: 63617, loss_rpn_cls: 0.0799, loss_rpn_bbox: 0.0511, loss_semantic_seg: 0.4517, s0.loss_cls: 0.3922, s0.acc: 89.7297, s0.loss_bbox: 0.1814, s0.loss_mask: 0.3679, s1.loss_cls: 0.1732, s1.acc: 90.7016, s1.loss_bbox: 0.1462, s1.loss_mask: 0.1692, s2.loss_cls: 0.0730, s2.acc: 92.1003, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0788, loss: 2.2334 2022-05-12 04:52:51,581 - mmdet - INFO - Epoch [1][4100/7330] lr: 1.000e-04, eta: 4 days, 12:01:35, time: 1.455, data_time: 0.018, memory: 63617, loss_rpn_cls: 0.0735, loss_rpn_bbox: 0.0539, loss_semantic_seg: 0.4328, s0.loss_cls: 0.3925, s0.acc: 89.8440, s0.loss_bbox: 0.1799, s0.loss_mask: 0.3663, s1.loss_cls: 0.1736, s1.acc: 90.7349, s1.loss_bbox: 0.1455, s1.loss_mask: 0.1684, s2.loss_cls: 0.0727, s2.acc: 92.0203, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0783, loss: 2.2044 2022-05-12 04:54:04,823 - mmdet - INFO - Epoch [1][4150/7330] lr: 1.000e-04, eta: 4 days, 11:58:40, time: 1.465, data_time: 0.022, memory: 63617, loss_rpn_cls: 0.0811, loss_rpn_bbox: 0.0551, loss_semantic_seg: 0.4387, s0.loss_cls: 0.3985, s0.acc: 89.6235, s0.loss_bbox: 0.1869, s0.loss_mask: 0.3603, s1.loss_cls: 0.1752, s1.acc: 90.5860, s1.loss_bbox: 0.1490, s1.loss_mask: 0.1637, s2.loss_cls: 0.0752, s2.acc: 91.7003, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0755, loss: 2.2282 2022-05-12 04:55:16,716 - mmdet - INFO - Epoch [1][4200/7330] lr: 1.000e-04, eta: 4 days, 11:54:22, time: 1.438, data_time: 0.017, memory: 63617, loss_rpn_cls: 0.0802, loss_rpn_bbox: 0.0539, loss_semantic_seg: 0.4222, s0.loss_cls: 0.3851, s0.acc: 89.8232, s0.loss_bbox: 0.1825, s0.loss_mask: 0.3550, s1.loss_cls: 0.1714, s1.acc: 90.7681, s1.loss_bbox: 0.1469, s1.loss_mask: 0.1639, s2.loss_cls: 0.0745, s2.acc: 91.8439, s2.loss_bbox: 0.0708, s2.loss_mask: 0.0762, loss: 2.1824 2022-05-12 04:56:29,533 - mmdet - INFO - Epoch [1][4250/7330] lr: 1.000e-04, eta: 4 days, 11:51:07, time: 1.456, data_time: 0.017, memory: 63617, loss_rpn_cls: 0.0773, loss_rpn_bbox: 0.0549, loss_semantic_seg: 0.4217, s0.loss_cls: 0.3785, s0.acc: 89.9377, s0.loss_bbox: 0.1813, s0.loss_mask: 0.3655, s1.loss_cls: 0.1668, s1.acc: 90.9839, s1.loss_bbox: 0.1450, s1.loss_mask: 0.1671, s2.loss_cls: 0.0711, s2.acc: 92.1773, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0778, loss: 2.1755 2022-05-12 04:57:41,660 - mmdet - INFO - Epoch [1][4300/7330] lr: 1.000e-04, eta: 4 days, 11:47:12, time: 1.443, data_time: 0.017, memory: 63617, loss_rpn_cls: 0.0741, loss_rpn_bbox: 0.0524, loss_semantic_seg: 0.4216, s0.loss_cls: 0.3596, s0.acc: 90.2754, s0.loss_bbox: 0.1738, s0.loss_mask: 0.3564, s1.loss_cls: 0.1585, s1.acc: 91.2448, s1.loss_bbox: 0.1419, s1.loss_mask: 0.1636, s2.loss_cls: 0.0682, s2.acc: 92.3307, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0764, loss: 2.1140 2022-05-12 04:58:54,158 - mmdet - INFO - Epoch [1][4350/7330] lr: 1.000e-04, eta: 4 days, 11:43:43, time: 1.450, data_time: 0.017, memory: 64241, loss_rpn_cls: 0.0736, loss_rpn_bbox: 0.0517, loss_semantic_seg: 0.4225, s0.loss_cls: 0.3745, s0.acc: 89.7483, s0.loss_bbox: 0.1824, s0.loss_mask: 0.3484, s1.loss_cls: 0.1672, s1.acc: 90.6426, s1.loss_bbox: 0.1512, s1.loss_mask: 0.1582, s2.loss_cls: 0.0726, s2.acc: 91.7167, s2.loss_bbox: 0.0735, s2.loss_mask: 0.0732, loss: 2.1489 2022-05-12 05:00:06,725 - mmdet - INFO - Epoch [1][4400/7330] lr: 1.000e-04, eta: 4 days, 11:40:21, time: 1.451, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0711, loss_rpn_bbox: 0.0525, loss_semantic_seg: 0.4111, s0.loss_cls: 0.3520, s0.acc: 90.3264, s0.loss_bbox: 0.1716, s0.loss_mask: 0.3447, s1.loss_cls: 0.1590, s1.acc: 91.0365, s1.loss_bbox: 0.1432, s1.loss_mask: 0.1586, s2.loss_cls: 0.0701, s2.acc: 91.9767, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0738, loss: 2.0771 2022-05-12 05:01:19,926 - mmdet - INFO - Epoch [1][4450/7330] lr: 1.000e-04, eta: 4 days, 11:37:40, time: 1.464, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0693, loss_rpn_bbox: 0.0518, loss_semantic_seg: 0.4199, s0.loss_cls: 0.3740, s0.acc: 89.6746, s0.loss_bbox: 0.1765, s0.loss_mask: 0.3449, s1.loss_cls: 0.1669, s1.acc: 90.6120, s1.loss_bbox: 0.1486, s1.loss_mask: 0.1584, s2.loss_cls: 0.0741, s2.acc: 91.5030, s2.loss_bbox: 0.0745, s2.loss_mask: 0.0734, loss: 2.1324 2022-05-12 05:02:32,244 - mmdet - INFO - Epoch [1][4500/7330] lr: 1.000e-04, eta: 4 days, 11:34:08, time: 1.446, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0677, loss_rpn_bbox: 0.0521, loss_semantic_seg: 0.3971, s0.loss_cls: 0.3603, s0.acc: 89.9114, s0.loss_bbox: 0.1790, s0.loss_mask: 0.3426, s1.loss_cls: 0.1611, s1.acc: 90.7138, s1.loss_bbox: 0.1487, s1.loss_mask: 0.1567, s2.loss_cls: 0.0716, s2.acc: 91.6210, s2.loss_bbox: 0.0731, s2.loss_mask: 0.0727, loss: 2.0826 2022-05-12 05:03:45,115 - mmdet - INFO - Epoch [1][4550/7330] lr: 1.000e-04, eta: 4 days, 11:31:12, time: 1.458, data_time: 0.015, memory: 64241, loss_rpn_cls: 0.0666, loss_rpn_bbox: 0.0475, loss_semantic_seg: 0.3968, s0.loss_cls: 0.3631, s0.acc: 89.8406, s0.loss_bbox: 0.1739, s0.loss_mask: 0.3373, s1.loss_cls: 0.1645, s1.acc: 90.6343, s1.loss_bbox: 0.1475, s1.loss_mask: 0.1547, s2.loss_cls: 0.0732, s2.acc: 91.4588, s2.loss_bbox: 0.0732, s2.loss_mask: 0.0715, loss: 2.0698 2022-05-12 05:04:58,030 - mmdet - INFO - Epoch [1][4600/7330] lr: 1.000e-04, eta: 4 days, 11:28:22, time: 1.459, data_time: 0.022, memory: 64241, loss_rpn_cls: 0.0654, loss_rpn_bbox: 0.0501, loss_semantic_seg: 0.3918, s0.loss_cls: 0.3669, s0.acc: 89.6350, s0.loss_bbox: 0.1813, s0.loss_mask: 0.3384, s1.loss_cls: 0.1658, s1.acc: 90.4698, s1.loss_bbox: 0.1540, s1.loss_mask: 0.1554, s2.loss_cls: 0.0730, s2.acc: 91.3511, s2.loss_bbox: 0.0767, s2.loss_mask: 0.0720, loss: 2.0906 2022-05-12 05:06:10,882 - mmdet - INFO - Epoch [1][4650/7330] lr: 1.000e-04, eta: 4 days, 11:25:29, time: 1.457, data_time: 0.013, memory: 64241, loss_rpn_cls: 0.0603, loss_rpn_bbox: 0.0491, loss_semantic_seg: 0.3873, s0.loss_cls: 0.3500, s0.acc: 89.9690, s0.loss_bbox: 0.1753, s0.loss_mask: 0.3356, s1.loss_cls: 0.1599, s1.acc: 90.5646, s1.loss_bbox: 0.1507, s1.loss_mask: 0.1539, s2.loss_cls: 0.0705, s2.acc: 91.4877, s2.loss_bbox: 0.0745, s2.loss_mask: 0.0711, loss: 2.0384 2022-05-12 05:07:23,492 - mmdet - INFO - Epoch [1][4700/7330] lr: 1.000e-04, eta: 4 days, 11:22:26, time: 1.452, data_time: 0.021, memory: 64241, loss_rpn_cls: 0.0641, loss_rpn_bbox: 0.0477, loss_semantic_seg: 0.3961, s0.loss_cls: 0.3596, s0.acc: 89.8074, s0.loss_bbox: 0.1807, s0.loss_mask: 0.3304, s1.loss_cls: 0.1628, s1.acc: 90.5117, s1.loss_bbox: 0.1516, s1.loss_mask: 0.1505, s2.loss_cls: 0.0728, s2.acc: 91.3626, s2.loss_bbox: 0.0753, s2.loss_mask: 0.0693, loss: 2.0608 2022-05-12 05:08:35,179 - mmdet - INFO - Epoch [1][4750/7330] lr: 1.000e-04, eta: 4 days, 11:18:34, time: 1.434, data_time: 0.020, memory: 64241, loss_rpn_cls: 0.0627, loss_rpn_bbox: 0.0492, loss_semantic_seg: 0.3834, s0.loss_cls: 0.3597, s0.acc: 89.6384, s0.loss_bbox: 0.1801, s0.loss_mask: 0.3315, s1.loss_cls: 0.1634, s1.acc: 90.4963, s1.loss_bbox: 0.1530, s1.loss_mask: 0.1521, s2.loss_cls: 0.0730, s2.acc: 91.3386, s2.loss_bbox: 0.0780, s2.loss_mask: 0.0707, loss: 2.0567 2022-05-12 05:09:47,624 - mmdet - INFO - Epoch [1][4800/7330] lr: 1.000e-04, eta: 4 days, 11:15:26, time: 1.449, data_time: 0.021, memory: 64241, loss_rpn_cls: 0.0602, loss_rpn_bbox: 0.0476, loss_semantic_seg: 0.3845, s0.loss_cls: 0.3440, s0.acc: 90.0137, s0.loss_bbox: 0.1764, s0.loss_mask: 0.3334, s1.loss_cls: 0.1588, s1.acc: 90.6245, s1.loss_bbox: 0.1525, s1.loss_mask: 0.1533, s2.loss_cls: 0.0715, s2.acc: 91.3335, s2.loss_bbox: 0.0776, s2.loss_mask: 0.0710, loss: 2.0309 2022-05-12 05:11:00,908 - mmdet - INFO - Epoch [1][4850/7330] lr: 1.000e-04, eta: 4 days, 11:13:06, time: 1.466, data_time: 0.023, memory: 64241, loss_rpn_cls: 0.0622, loss_rpn_bbox: 0.0512, loss_semantic_seg: 0.3739, s0.loss_cls: 0.3557, s0.acc: 89.8059, s0.loss_bbox: 0.1767, s0.loss_mask: 0.3245, s1.loss_cls: 0.1634, s1.acc: 90.4841, s1.loss_bbox: 0.1532, s1.loss_mask: 0.1499, s2.loss_cls: 0.0743, s2.acc: 91.1931, s2.loss_bbox: 0.0800, s2.loss_mask: 0.0690, loss: 2.0341 2022-05-12 05:12:13,844 - mmdet - INFO - Epoch [1][4900/7330] lr: 1.000e-04, eta: 4 days, 11:10:28, time: 1.459, data_time: 0.017, memory: 64241, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.0498, loss_semantic_seg: 0.3776, s0.loss_cls: 0.3411, s0.acc: 90.0344, s0.loss_bbox: 0.1771, s0.loss_mask: 0.3260, s1.loss_cls: 0.1545, s1.acc: 90.8109, s1.loss_bbox: 0.1526, s1.loss_mask: 0.1492, s2.loss_cls: 0.0699, s2.acc: 91.4726, s2.loss_bbox: 0.0786, s2.loss_mask: 0.0695, loss: 2.0097 2022-05-12 05:13:27,205 - mmdet - INFO - Epoch [1][4950/7330] lr: 1.000e-04, eta: 4 days, 11:08:13, time: 1.467, data_time: 0.018, memory: 64241, loss_rpn_cls: 0.0627, loss_rpn_bbox: 0.0507, loss_semantic_seg: 0.3627, s0.loss_cls: 0.3731, s0.acc: 89.2617, s0.loss_bbox: 0.1875, s0.loss_mask: 0.3217, s1.loss_cls: 0.1688, s1.acc: 90.0748, s1.loss_bbox: 0.1584, s1.loss_mask: 0.1482, s2.loss_cls: 0.0751, s2.acc: 91.0594, s2.loss_bbox: 0.0799, s2.loss_mask: 0.0684, loss: 2.0572 2022-05-12 05:14:40,231 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 05:14:40,241 - mmdet - INFO - Epoch [1][5000/7330] lr: 1.000e-04, eta: 4 days, 11:05:45, time: 1.461, data_time: 0.019, memory: 64241, loss_rpn_cls: 0.0593, loss_rpn_bbox: 0.0507, loss_semantic_seg: 0.3589, s0.loss_cls: 0.3415, s0.acc: 89.9114, s0.loss_bbox: 0.1759, s0.loss_mask: 0.3238, s1.loss_cls: 0.1560, s1.acc: 90.6820, s1.loss_bbox: 0.1516, s1.loss_mask: 0.1491, s2.loss_cls: 0.0702, s2.acc: 91.5151, s2.loss_bbox: 0.0785, s2.loss_mask: 0.0691, loss: 1.9848 2022-05-12 05:15:53,838 - mmdet - INFO - Epoch [1][5050/7330] lr: 1.000e-04, eta: 4 days, 11:03:47, time: 1.472, data_time: 0.015, memory: 64241, loss_rpn_cls: 0.0642, loss_rpn_bbox: 0.0488, loss_semantic_seg: 0.3610, s0.loss_cls: 0.3490, s0.acc: 89.7412, s0.loss_bbox: 0.1769, s0.loss_mask: 0.3169, s1.loss_cls: 0.1613, s1.acc: 90.3414, s1.loss_bbox: 0.1546, s1.loss_mask: 0.1459, s2.loss_cls: 0.0737, s2.acc: 90.9177, s2.loss_bbox: 0.0803, s2.loss_mask: 0.0668, loss: 1.9995 2022-05-12 05:17:06,353 - mmdet - INFO - Epoch [1][5100/7330] lr: 1.000e-04, eta: 4 days, 11:00:54, time: 1.450, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0457, loss_semantic_seg: 0.3550, s0.loss_cls: 0.3386, s0.acc: 90.1790, s0.loss_bbox: 0.1682, s0.loss_mask: 0.3177, s1.loss_cls: 0.1541, s1.acc: 90.8301, s1.loss_bbox: 0.1477, s1.loss_mask: 0.1466, s2.loss_cls: 0.0702, s2.acc: 91.4344, s2.loss_bbox: 0.0784, s2.loss_mask: 0.0674, loss: 1.9489 2022-05-12 05:18:19,689 - mmdet - INFO - Epoch [1][5150/7330] lr: 1.000e-04, eta: 4 days, 10:58:44, time: 1.467, data_time: 0.018, memory: 64241, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0476, loss_semantic_seg: 0.3471, s0.loss_cls: 0.3405, s0.acc: 89.7129, s0.loss_bbox: 0.1816, s0.loss_mask: 0.3188, s1.loss_cls: 0.1583, s1.acc: 90.3399, s1.loss_bbox: 0.1562, s1.loss_mask: 0.1458, s2.loss_cls: 0.0738, s2.acc: 90.8128, s2.loss_bbox: 0.0824, s2.loss_mask: 0.0678, loss: 1.9771 2022-05-12 05:19:32,656 - mmdet - INFO - Epoch [1][5200/7330] lr: 1.000e-04, eta: 4 days, 10:56:17, time: 1.459, data_time: 0.018, memory: 64241, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0475, loss_semantic_seg: 0.3438, s0.loss_cls: 0.3197, s0.acc: 90.4739, s0.loss_bbox: 0.1639, s0.loss_mask: 0.3071, s1.loss_cls: 0.1475, s1.acc: 91.0500, s1.loss_bbox: 0.1489, s1.loss_mask: 0.1402, s2.loss_cls: 0.0685, s2.acc: 91.4999, s2.loss_bbox: 0.0802, s2.loss_mask: 0.0647, loss: 1.8870 2022-05-12 05:20:45,158 - mmdet - INFO - Epoch [1][5250/7330] lr: 1.000e-04, eta: 4 days, 10:53:28, time: 1.450, data_time: 0.017, memory: 64241, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0508, loss_semantic_seg: 0.3497, s0.loss_cls: 0.3247, s0.acc: 90.2688, s0.loss_bbox: 0.1725, s0.loss_mask: 0.3189, s1.loss_cls: 0.1493, s1.acc: 90.9119, s1.loss_bbox: 0.1512, s1.loss_mask: 0.1480, s2.loss_cls: 0.0683, s2.acc: 91.4714, s2.loss_bbox: 0.0797, s2.loss_mask: 0.0687, loss: 1.9409 2022-05-12 05:21:57,438 - mmdet - INFO - Epoch [1][5300/7330] lr: 1.000e-04, eta: 4 days, 10:50:31, time: 1.446, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0462, loss_semantic_seg: 0.3522, s0.loss_cls: 0.3189, s0.acc: 90.3967, s0.loss_bbox: 0.1672, s0.loss_mask: 0.3081, s1.loss_cls: 0.1471, s1.acc: 90.9992, s1.loss_bbox: 0.1490, s1.loss_mask: 0.1422, s2.loss_cls: 0.0675, s2.acc: 91.5265, s2.loss_bbox: 0.0795, s2.loss_mask: 0.0659, loss: 1.8968 2022-05-12 05:23:08,975 - mmdet - INFO - Epoch [1][5350/7330] lr: 1.000e-04, eta: 4 days, 10:46:59, time: 1.431, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0581, loss_rpn_bbox: 0.0473, loss_semantic_seg: 0.3455, s0.loss_cls: 0.3331, s0.acc: 89.9016, s0.loss_bbox: 0.1756, s0.loss_mask: 0.3115, s1.loss_cls: 0.1525, s1.acc: 90.7212, s1.loss_bbox: 0.1537, s1.loss_mask: 0.1435, s2.loss_cls: 0.0699, s2.acc: 91.3541, s2.loss_bbox: 0.0800, s2.loss_mask: 0.0662, loss: 1.9369 2022-05-12 05:24:21,849 - mmdet - INFO - Epoch [1][5400/7330] lr: 1.000e-04, eta: 4 days, 10:44:34, time: 1.457, data_time: 0.018, memory: 64241, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0479, loss_semantic_seg: 0.3553, s0.loss_cls: 0.3285, s0.acc: 90.1877, s0.loss_bbox: 0.1689, s0.loss_mask: 0.3023, s1.loss_cls: 0.1494, s1.acc: 90.9472, s1.loss_bbox: 0.1485, s1.loss_mask: 0.1382, s2.loss_cls: 0.0693, s2.acc: 91.3917, s2.loss_bbox: 0.0799, s2.loss_mask: 0.0644, loss: 1.9088 2022-05-12 05:25:33,761 - mmdet - INFO - Epoch [1][5450/7330] lr: 1.000e-04, eta: 4 days, 10:41:25, time: 1.438, data_time: 0.017, memory: 64241, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0435, loss_semantic_seg: 0.3378, s0.loss_cls: 0.3415, s0.acc: 89.8613, s0.loss_bbox: 0.1727, s0.loss_mask: 0.3133, s1.loss_cls: 0.1565, s1.acc: 90.4995, s1.loss_bbox: 0.1521, s1.loss_mask: 0.1448, s2.loss_cls: 0.0721, s2.acc: 91.1125, s2.loss_bbox: 0.0804, s2.loss_mask: 0.0676, loss: 1.9374 2022-05-12 05:26:45,645 - mmdet - INFO - Epoch [1][5500/7330] lr: 1.000e-04, eta: 4 days, 10:38:17, time: 1.438, data_time: 0.018, memory: 64241, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0462, loss_semantic_seg: 0.3434, s0.loss_cls: 0.3269, s0.acc: 89.9060, s0.loss_bbox: 0.1749, s0.loss_mask: 0.3054, s1.loss_cls: 0.1506, s1.acc: 90.5637, s1.loss_bbox: 0.1583, s1.loss_mask: 0.1415, s2.loss_cls: 0.0694, s2.acc: 91.1011, s2.loss_bbox: 0.0858, s2.loss_mask: 0.0661, loss: 1.9200 2022-05-12 05:27:58,377 - mmdet - INFO - Epoch [1][5550/7330] lr: 1.000e-04, eta: 4 days, 10:35:50, time: 1.455, data_time: 0.018, memory: 64241, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0495, loss_semantic_seg: 0.3368, s0.loss_cls: 0.3188, s0.acc: 90.1318, s0.loss_bbox: 0.1755, s0.loss_mask: 0.3084, s1.loss_cls: 0.1471, s1.acc: 90.7688, s1.loss_bbox: 0.1563, s1.loss_mask: 0.1408, s2.loss_cls: 0.0678, s2.acc: 91.3611, s2.loss_bbox: 0.0836, s2.loss_mask: 0.0652, loss: 1.9086 2022-05-12 05:29:10,929 - mmdet - INFO - Epoch [1][5600/7330] lr: 1.000e-04, eta: 4 days, 10:33:16, time: 1.451, data_time: 0.020, memory: 64241, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0472, loss_semantic_seg: 0.3431, s0.loss_cls: 0.3160, s0.acc: 90.3140, s0.loss_bbox: 0.1675, s0.loss_mask: 0.3039, s1.loss_cls: 0.1468, s1.acc: 90.8602, s1.loss_bbox: 0.1511, s1.loss_mask: 0.1412, s2.loss_cls: 0.0682, s2.acc: 91.2922, s2.loss_bbox: 0.0804, s2.loss_mask: 0.0656, loss: 1.8863 2022-05-12 05:30:23,524 - mmdet - INFO - Epoch [1][5650/7330] lr: 1.000e-04, eta: 4 days, 10:30:46, time: 1.452, data_time: 0.017, memory: 64241, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0475, loss_semantic_seg: 0.3311, s0.loss_cls: 0.3138, s0.acc: 90.3228, s0.loss_bbox: 0.1705, s0.loss_mask: 0.3060, s1.loss_cls: 0.1447, s1.acc: 91.0238, s1.loss_bbox: 0.1497, s1.loss_mask: 0.1416, s2.loss_cls: 0.0670, s2.acc: 91.5748, s2.loss_bbox: 0.0801, s2.loss_mask: 0.0650, loss: 1.8706 2022-05-12 05:31:36,245 - mmdet - INFO - Epoch [1][5700/7330] lr: 1.000e-04, eta: 4 days, 10:28:23, time: 1.454, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0467, loss_semantic_seg: 0.3372, s0.loss_cls: 0.3136, s0.acc: 90.3105, s0.loss_bbox: 0.1648, s0.loss_mask: 0.2992, s1.loss_cls: 0.1461, s1.acc: 90.9337, s1.loss_bbox: 0.1475, s1.loss_mask: 0.1378, s2.loss_cls: 0.0671, s2.acc: 91.5319, s2.loss_bbox: 0.0805, s2.loss_mask: 0.0637, loss: 1.8551 2022-05-12 05:32:47,891 - mmdet - INFO - Epoch [1][5750/7330] lr: 1.000e-04, eta: 4 days, 10:25:12, time: 1.433, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0470, loss_semantic_seg: 0.3251, s0.loss_cls: 0.3210, s0.acc: 90.0256, s0.loss_bbox: 0.1729, s0.loss_mask: 0.3041, s1.loss_cls: 0.1485, s1.acc: 90.7412, s1.loss_bbox: 0.1533, s1.loss_mask: 0.1395, s2.loss_cls: 0.0684, s2.acc: 91.2823, s2.loss_bbox: 0.0827, s2.loss_mask: 0.0649, loss: 1.8824 2022-05-12 05:34:00,833 - mmdet - INFO - Epoch [1][5800/7330] lr: 1.000e-04, eta: 4 days, 10:23:01, time: 1.458, data_time: 0.017, memory: 64241, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0479, loss_semantic_seg: 0.3274, s0.loss_cls: 0.3190, s0.acc: 90.1162, s0.loss_bbox: 0.1710, s0.loss_mask: 0.3047, s1.loss_cls: 0.1454, s1.acc: 90.8941, s1.loss_bbox: 0.1541, s1.loss_mask: 0.1395, s2.loss_cls: 0.0673, s2.acc: 91.4057, s2.loss_bbox: 0.0822, s2.loss_mask: 0.0649, loss: 1.8787 2022-05-12 05:35:12,703 - mmdet - INFO - Epoch [1][5850/7330] lr: 1.000e-04, eta: 4 days, 10:20:04, time: 1.437, data_time: 0.014, memory: 64241, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0458, loss_semantic_seg: 0.3255, s0.loss_cls: 0.3121, s0.acc: 90.4956, s0.loss_bbox: 0.1651, s0.loss_mask: 0.2983, s1.loss_cls: 0.1431, s1.acc: 91.1725, s1.loss_bbox: 0.1500, s1.loss_mask: 0.1382, s2.loss_cls: 0.0665, s2.acc: 91.5575, s2.loss_bbox: 0.0827, s2.loss_mask: 0.0645, loss: 1.8451 2022-05-12 05:36:25,765 - mmdet - INFO - Epoch [1][5900/7330] lr: 1.000e-04, eta: 4 days, 10:18:01, time: 1.461, data_time: 0.018, memory: 64241, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0464, loss_semantic_seg: 0.3243, s0.loss_cls: 0.3102, s0.acc: 90.4092, s0.loss_bbox: 0.1657, s0.loss_mask: 0.2956, s1.loss_cls: 0.1453, s1.acc: 90.9120, s1.loss_bbox: 0.1487, s1.loss_mask: 0.1371, s2.loss_cls: 0.0669, s2.acc: 91.4058, s2.loss_bbox: 0.0810, s2.loss_mask: 0.0635, loss: 1.8387 2022-05-12 05:37:38,426 - mmdet - INFO - Epoch [1][5950/7330] lr: 1.000e-04, eta: 4 days, 10:15:42, time: 1.454, data_time: 0.023, memory: 64241, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0466, loss_semantic_seg: 0.3218, s0.loss_cls: 0.3060, s0.acc: 90.3928, s0.loss_bbox: 0.1665, s0.loss_mask: 0.2935, s1.loss_cls: 0.1431, s1.acc: 90.9681, s1.loss_bbox: 0.1523, s1.loss_mask: 0.1359, s2.loss_cls: 0.0678, s2.acc: 91.3421, s2.loss_bbox: 0.0835, s2.loss_mask: 0.0632, loss: 1.8312 2022-05-12 05:38:50,508 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 05:38:50,510 - mmdet - INFO - Epoch [1][6000/7330] lr: 1.000e-04, eta: 4 days, 10:12:59, time: 1.441, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0444, loss_semantic_seg: 0.3280, s0.loss_cls: 0.3101, s0.acc: 90.3110, s0.loss_bbox: 0.1689, s0.loss_mask: 0.2993, s1.loss_cls: 0.1437, s1.acc: 90.9173, s1.loss_bbox: 0.1529, s1.loss_mask: 0.1374, s2.loss_cls: 0.0672, s2.acc: 91.4342, s2.loss_bbox: 0.0826, s2.loss_mask: 0.0636, loss: 1.8491 2022-05-12 05:40:03,293 - mmdet - INFO - Epoch [1][6050/7330] lr: 1.000e-04, eta: 4 days, 10:10:47, time: 1.456, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0485, loss_semantic_seg: 0.3301, s0.loss_cls: 0.3180, s0.acc: 90.0901, s0.loss_bbox: 0.1702, s0.loss_mask: 0.3043, s1.loss_cls: 0.1487, s1.acc: 90.6665, s1.loss_bbox: 0.1522, s1.loss_mask: 0.1399, s2.loss_cls: 0.0700, s2.acc: 91.1835, s2.loss_bbox: 0.0838, s2.loss_mask: 0.0648, loss: 1.8849 2022-05-12 05:41:15,795 - mmdet - INFO - Epoch [1][6100/7330] lr: 1.000e-04, eta: 4 days, 10:08:24, time: 1.450, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0450, loss_semantic_seg: 0.3243, s0.loss_cls: 0.3069, s0.acc: 90.5164, s0.loss_bbox: 0.1622, s0.loss_mask: 0.2981, s1.loss_cls: 0.1415, s1.acc: 91.0885, s1.loss_bbox: 0.1467, s1.loss_mask: 0.1374, s2.loss_cls: 0.0660, s2.acc: 91.4380, s2.loss_bbox: 0.0802, s2.loss_mask: 0.0641, loss: 1.8249 2022-05-12 05:42:28,281 - mmdet - INFO - Epoch [1][6150/7330] lr: 1.000e-04, eta: 4 days, 10:06:02, time: 1.450, data_time: 0.014, memory: 64241, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0447, loss_semantic_seg: 0.3230, s0.loss_cls: 0.2883, s0.acc: 91.0703, s0.loss_bbox: 0.1592, s0.loss_mask: 0.2958, s1.loss_cls: 0.1343, s1.acc: 91.5821, s1.loss_bbox: 0.1442, s1.loss_mask: 0.1362, s2.loss_cls: 0.0622, s2.acc: 91.9920, s2.loss_bbox: 0.0792, s2.loss_mask: 0.0637, loss: 1.7850 2022-05-12 05:43:41,883 - mmdet - INFO - Epoch [1][6200/7330] lr: 1.000e-04, eta: 4 days, 10:04:27, time: 1.472, data_time: 0.019, memory: 64241, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0498, loss_semantic_seg: 0.3139, s0.loss_cls: 0.3163, s0.acc: 89.8899, s0.loss_bbox: 0.1776, s0.loss_mask: 0.2980, s1.loss_cls: 0.1462, s1.acc: 90.6463, s1.loss_bbox: 0.1591, s1.loss_mask: 0.1367, s2.loss_cls: 0.0684, s2.acc: 91.1638, s2.loss_bbox: 0.0860, s2.loss_mask: 0.0636, loss: 1.8696 2022-05-12 05:44:54,567 - mmdet - INFO - Epoch [1][6250/7330] lr: 1.000e-04, eta: 4 days, 10:02:15, time: 1.454, data_time: 0.017, memory: 64241, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0443, loss_semantic_seg: 0.3212, s0.loss_cls: 0.2973, s0.acc: 90.5466, s0.loss_bbox: 0.1623, s0.loss_mask: 0.2933, s1.loss_cls: 0.1377, s1.acc: 91.1696, s1.loss_bbox: 0.1498, s1.loss_mask: 0.1350, s2.loss_cls: 0.0653, s2.acc: 91.4163, s2.loss_bbox: 0.0823, s2.loss_mask: 0.0631, loss: 1.8023 2022-05-12 05:46:08,089 - mmdet - INFO - Epoch [1][6300/7330] lr: 1.000e-04, eta: 4 days, 10:00:38, time: 1.470, data_time: 0.017, memory: 64241, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0476, loss_semantic_seg: 0.3092, s0.loss_cls: 0.3018, s0.acc: 90.3374, s0.loss_bbox: 0.1683, s0.loss_mask: 0.2890, s1.loss_cls: 0.1396, s1.acc: 90.9895, s1.loss_bbox: 0.1532, s1.loss_mask: 0.1333, s2.loss_cls: 0.0651, s2.acc: 91.4518, s2.loss_bbox: 0.0860, s2.loss_mask: 0.0616, loss: 1.8120 2022-05-12 05:47:20,872 - mmdet - INFO - Epoch [1][6350/7330] lr: 1.000e-04, eta: 4 days, 9:58:30, time: 1.455, data_time: 0.014, memory: 64241, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0477, loss_semantic_seg: 0.3105, s0.loss_cls: 0.3006, s0.acc: 90.5396, s0.loss_bbox: 0.1678, s0.loss_mask: 0.2921, s1.loss_cls: 0.1391, s1.acc: 91.1746, s1.loss_bbox: 0.1519, s1.loss_mask: 0.1331, s2.loss_cls: 0.0655, s2.acc: 91.3793, s2.loss_bbox: 0.0837, s2.loss_mask: 0.0618, loss: 1.8060 2022-05-12 05:48:33,291 - mmdet - INFO - Epoch [1][6400/7330] lr: 1.000e-04, eta: 4 days, 9:56:10, time: 1.449, data_time: 0.019, memory: 64241, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0454, loss_semantic_seg: 0.3037, s0.loss_cls: 0.2979, s0.acc: 90.7483, s0.loss_bbox: 0.1604, s0.loss_mask: 0.2887, s1.loss_cls: 0.1391, s1.acc: 91.2412, s1.loss_bbox: 0.1482, s1.loss_mask: 0.1343, s2.loss_cls: 0.0647, s2.acc: 91.6249, s2.loss_bbox: 0.0829, s2.loss_mask: 0.0622, loss: 1.7757 2022-05-12 05:49:45,963 - mmdet - INFO - Epoch [1][6450/7330] lr: 1.000e-04, eta: 4 days, 9:54:00, time: 1.453, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0440, loss_semantic_seg: 0.3197, s0.loss_cls: 0.2956, s0.acc: 90.6533, s0.loss_bbox: 0.1609, s0.loss_mask: 0.2844, s1.loss_cls: 0.1363, s1.acc: 91.2812, s1.loss_bbox: 0.1450, s1.loss_mask: 0.1300, s2.loss_cls: 0.0643, s2.acc: 91.6131, s2.loss_bbox: 0.0790, s2.loss_mask: 0.0594, loss: 1.7675 2022-05-12 05:50:58,570 - mmdet - INFO - Epoch [1][6500/7330] lr: 1.000e-04, eta: 4 days, 9:51:50, time: 1.452, data_time: 0.015, memory: 64241, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0440, loss_semantic_seg: 0.3206, s0.loss_cls: 0.2994, s0.acc: 90.5215, s0.loss_bbox: 0.1605, s0.loss_mask: 0.2816, s1.loss_cls: 0.1380, s1.acc: 91.0093, s1.loss_bbox: 0.1469, s1.loss_mask: 0.1297, s2.loss_cls: 0.0645, s2.acc: 91.4707, s2.loss_bbox: 0.0828, s2.loss_mask: 0.0599, loss: 1.7767 2022-05-12 05:52:11,589 - mmdet - INFO - Epoch [1][6550/7330] lr: 1.000e-04, eta: 4 days, 9:49:56, time: 1.460, data_time: 0.020, memory: 64241, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0461, loss_semantic_seg: 0.3074, s0.loss_cls: 0.3007, s0.acc: 90.3682, s0.loss_bbox: 0.1646, s0.loss_mask: 0.2811, s1.loss_cls: 0.1389, s1.acc: 90.9743, s1.loss_bbox: 0.1510, s1.loss_mask: 0.1297, s2.loss_cls: 0.0668, s2.acc: 91.1351, s2.loss_bbox: 0.0861, s2.loss_mask: 0.0605, loss: 1.7839 2022-05-12 05:53:24,116 - mmdet - INFO - Epoch [1][6600/7330] lr: 1.000e-04, eta: 4 days, 9:47:43, time: 1.450, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0430, loss_semantic_seg: 0.3114, s0.loss_cls: 0.2878, s0.acc: 90.9075, s0.loss_bbox: 0.1546, s0.loss_mask: 0.2849, s1.loss_cls: 0.1355, s1.acc: 91.3178, s1.loss_bbox: 0.1435, s1.loss_mask: 0.1313, s2.loss_cls: 0.0645, s2.acc: 91.7050, s2.loss_bbox: 0.0801, s2.loss_mask: 0.0602, loss: 1.7491 2022-05-12 05:54:37,654 - mmdet - INFO - Epoch [1][6650/7330] lr: 1.000e-04, eta: 4 days, 9:46:11, time: 1.471, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0443, loss_semantic_seg: 0.3107, s0.loss_cls: 0.2936, s0.acc: 90.7073, s0.loss_bbox: 0.1628, s0.loss_mask: 0.2915, s1.loss_cls: 0.1336, s1.acc: 91.3708, s1.loss_bbox: 0.1478, s1.loss_mask: 0.1351, s2.loss_cls: 0.0635, s2.acc: 91.5766, s2.loss_bbox: 0.0819, s2.loss_mask: 0.0627, loss: 1.7802 2022-05-12 05:55:50,577 - mmdet - INFO - Epoch [1][6700/7330] lr: 1.000e-04, eta: 4 days, 9:44:14, time: 1.458, data_time: 0.014, memory: 64241, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0484, loss_semantic_seg: 0.3119, s0.loss_cls: 0.3045, s0.acc: 90.4810, s0.loss_bbox: 0.1668, s0.loss_mask: 0.2936, s1.loss_cls: 0.1381, s1.acc: 91.2719, s1.loss_bbox: 0.1477, s1.loss_mask: 0.1356, s2.loss_cls: 0.0647, s2.acc: 91.6210, s2.loss_bbox: 0.0843, s2.loss_mask: 0.0638, loss: 1.8146 2022-05-12 05:57:03,984 - mmdet - INFO - Epoch [1][6750/7330] lr: 1.000e-04, eta: 4 days, 9:42:38, time: 1.468, data_time: 0.014, memory: 64241, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0488, loss_semantic_seg: 0.2914, s0.loss_cls: 0.2969, s0.acc: 90.7109, s0.loss_bbox: 0.1625, s0.loss_mask: 0.2932, s1.loss_cls: 0.1371, s1.acc: 91.4369, s1.loss_bbox: 0.1482, s1.loss_mask: 0.1362, s2.loss_cls: 0.0638, s2.acc: 91.8068, s2.loss_bbox: 0.0833, s2.loss_mask: 0.0641, loss: 1.7770 2022-05-12 05:58:17,688 - mmdet - INFO - Epoch [1][6800/7330] lr: 1.000e-04, eta: 4 days, 9:41:13, time: 1.474, data_time: 0.024, memory: 64241, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0462, loss_semantic_seg: 0.3058, s0.loss_cls: 0.2981, s0.acc: 90.6460, s0.loss_bbox: 0.1631, s0.loss_mask: 0.2917, s1.loss_cls: 0.1372, s1.acc: 91.4307, s1.loss_bbox: 0.1497, s1.loss_mask: 0.1363, s2.loss_cls: 0.0646, s2.acc: 91.6495, s2.loss_bbox: 0.0840, s2.loss_mask: 0.0636, loss: 1.7897 2022-05-12 05:59:30,803 - mmdet - INFO - Epoch [1][6850/7330] lr: 1.000e-04, eta: 4 days, 9:39:25, time: 1.462, data_time: 0.015, memory: 64241, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0413, loss_semantic_seg: 0.2963, s0.loss_cls: 0.2776, s0.acc: 91.0081, s0.loss_bbox: 0.1543, s0.loss_mask: 0.2864, s1.loss_cls: 0.1306, s1.acc: 91.4513, s1.loss_bbox: 0.1419, s1.loss_mask: 0.1312, s2.loss_cls: 0.0622, s2.acc: 91.6342, s2.loss_bbox: 0.0797, s2.loss_mask: 0.0608, loss: 1.7118 2022-05-12 06:00:46,158 - mmdet - INFO - Epoch [1][6900/7330] lr: 1.000e-04, eta: 4 days, 9:39:02, time: 1.507, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0458, loss_semantic_seg: 0.2971, s0.loss_cls: 0.2992, s0.acc: 90.4392, s0.loss_bbox: 0.1643, s0.loss_mask: 0.2834, s1.loss_cls: 0.1382, s1.acc: 91.0278, s1.loss_bbox: 0.1492, s1.loss_mask: 0.1304, s2.loss_cls: 0.0656, s2.acc: 91.2093, s2.loss_bbox: 0.0833, s2.loss_mask: 0.0602, loss: 1.7696 2022-05-12 06:01:59,927 - mmdet - INFO - Epoch [1][6950/7330] lr: 1.000e-04, eta: 4 days, 9:37:39, time: 1.475, data_time: 0.021, memory: 64241, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0448, loss_semantic_seg: 0.3012, s0.loss_cls: 0.2967, s0.acc: 90.6941, s0.loss_bbox: 0.1648, s0.loss_mask: 0.2843, s1.loss_cls: 0.1368, s1.acc: 91.3361, s1.loss_bbox: 0.1483, s1.loss_mask: 0.1313, s2.loss_cls: 0.0643, s2.acc: 91.6621, s2.loss_bbox: 0.0826, s2.loss_mask: 0.0601, loss: 1.7657 2022-05-12 06:03:13,288 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 06:03:13,289 - mmdet - INFO - Epoch [1][7000/7330] lr: 1.000e-04, eta: 4 days, 9:36:01, time: 1.467, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0468, loss_semantic_seg: 0.3029, s0.loss_cls: 0.2881, s0.acc: 90.7107, s0.loss_bbox: 0.1597, s0.loss_mask: 0.2799, s1.loss_cls: 0.1345, s1.acc: 91.3483, s1.loss_bbox: 0.1455, s1.loss_mask: 0.1289, s2.loss_cls: 0.0642, s2.acc: 91.6738, s2.loss_bbox: 0.0816, s2.loss_mask: 0.0602, loss: 1.7426 2022-05-12 06:04:26,807 - mmdet - INFO - Epoch [1][7050/7330] lr: 1.000e-04, eta: 4 days, 9:34:30, time: 1.471, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0469, loss_semantic_seg: 0.3018, s0.loss_cls: 0.3087, s0.acc: 90.1497, s0.loss_bbox: 0.1690, s0.loss_mask: 0.2870, s1.loss_cls: 0.1416, s1.acc: 90.8281, s1.loss_bbox: 0.1517, s1.loss_mask: 0.1332, s2.loss_cls: 0.0675, s2.acc: 91.1567, s2.loss_bbox: 0.0842, s2.loss_mask: 0.0618, loss: 1.8059 2022-05-12 06:05:40,334 - mmdet - INFO - Epoch [1][7100/7330] lr: 1.000e-04, eta: 4 days, 9:33:00, time: 1.471, data_time: 0.020, memory: 64241, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0478, loss_semantic_seg: 0.3197, s0.loss_cls: 0.3013, s0.acc: 90.5454, s0.loss_bbox: 0.1635, s0.loss_mask: 0.2854, s1.loss_cls: 0.1424, s1.acc: 91.0226, s1.loss_bbox: 0.1506, s1.loss_mask: 0.1309, s2.loss_cls: 0.0677, s2.acc: 91.3452, s2.loss_bbox: 0.0836, s2.loss_mask: 0.0604, loss: 1.8028 2022-05-12 06:06:52,640 - mmdet - INFO - Epoch [1][7150/7330] lr: 1.000e-04, eta: 4 days, 9:30:45, time: 1.446, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0469, loss_semantic_seg: 0.3090, s0.loss_cls: 0.2929, s0.acc: 90.7339, s0.loss_bbox: 0.1576, s0.loss_mask: 0.2825, s1.loss_cls: 0.1346, s1.acc: 91.3820, s1.loss_bbox: 0.1452, s1.loss_mask: 0.1297, s2.loss_cls: 0.0642, s2.acc: 91.5276, s2.loss_bbox: 0.0818, s2.loss_mask: 0.0601, loss: 1.7576 2022-05-12 06:08:05,625 - mmdet - INFO - Epoch [1][7200/7330] lr: 1.000e-04, eta: 4 days, 9:28:56, time: 1.460, data_time: 0.018, memory: 64241, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0423, loss_semantic_seg: 0.3092, s0.loss_cls: 0.2835, s0.acc: 90.9512, s0.loss_bbox: 0.1568, s0.loss_mask: 0.2851, s1.loss_cls: 0.1321, s1.acc: 91.4374, s1.loss_bbox: 0.1461, s1.loss_mask: 0.1317, s2.loss_cls: 0.0616, s2.acc: 91.9079, s2.loss_bbox: 0.0824, s2.loss_mask: 0.0611, loss: 1.7418 2022-05-12 06:09:18,441 - mmdet - INFO - Epoch [1][7250/7330] lr: 1.000e-04, eta: 4 days, 9:27:00, time: 1.456, data_time: 0.018, memory: 64241, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0463, loss_semantic_seg: 0.3144, s0.loss_cls: 0.2939, s0.acc: 90.5671, s0.loss_bbox: 0.1585, s0.loss_mask: 0.2854, s1.loss_cls: 0.1360, s1.acc: 91.1537, s1.loss_bbox: 0.1491, s1.loss_mask: 0.1334, s2.loss_cls: 0.0641, s2.acc: 91.3620, s2.loss_bbox: 0.0829, s2.loss_mask: 0.0626, loss: 1.7752 2022-05-12 06:10:31,226 - mmdet - INFO - Epoch [1][7300/7330] lr: 1.000e-04, eta: 4 days, 9:25:06, time: 1.456, data_time: 0.020, memory: 64241, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0443, loss_semantic_seg: 0.3086, s0.loss_cls: 0.2991, s0.acc: 90.6643, s0.loss_bbox: 0.1605, s0.loss_mask: 0.2882, s1.loss_cls: 0.1393, s1.acc: 91.2332, s1.loss_bbox: 0.1490, s1.loss_mask: 0.1337, s2.loss_cls: 0.0653, s2.acc: 91.4760, s2.loss_bbox: 0.0828, s2.loss_mask: 0.0617, loss: 1.7829 2022-05-12 06:11:34,398 - mmdet - INFO - Saving checkpoint at 1 epochs 2022-05-12 06:16:27,673 - mmdet - INFO - Evaluating bbox... 2022-05-12 06:17:19,342 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.353 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.550 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.387 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 ] = 0.404 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.400 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.563 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.563 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.563 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.420 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.612 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.661 2022-05-12 06:17:19,343 - mmdet - INFO - Evaluating segm... 2022-05-12 06:18:24,508 - 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 ] = 0.532 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.352 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.183 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.372 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.437 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 ] = 0.344 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 ] = 0.616 2022-05-12 06:18:25,770 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 06:18:25,771 - mmdet - INFO - Epoch(val) [1][313] bbox_mAP: 0.3530, bbox_mAP_50: 0.5500, bbox_mAP_75: 0.3870, bbox_mAP_s: 0.2560, bbox_mAP_m: 0.4040, bbox_mAP_l: 0.4000, bbox_mAP_copypaste: 0.353 0.550 0.387 0.256 0.404 0.400, segm_mAP: 0.3280, segm_mAP_50: 0.5320, segm_mAP_75: 0.3520, segm_mAP_s: 0.1830, segm_mAP_m: 0.3720, segm_mAP_l: 0.4370, segm_mAP_copypaste: 0.328 0.532 0.352 0.183 0.372 0.437 2022-05-12 06:23:39,777 - mmdet - INFO - Epoch [2][50/7330] lr: 1.000e-04, eta: 4 days, 11:16:27, time: 6.279, data_time: 4.834, memory: 64241, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0475, loss_semantic_seg: 0.2875, s0.loss_cls: 0.2758, s0.acc: 90.7852, s0.loss_bbox: 0.1573, s0.loss_mask: 0.2836, s1.loss_cls: 0.1282, s1.acc: 91.3496, s1.loss_bbox: 0.1447, s1.loss_mask: 0.1306, s2.loss_cls: 0.0615, s2.acc: 91.5866, s2.loss_bbox: 0.0810, s2.loss_mask: 0.0606, loss: 1.7094 2022-05-12 06:24:52,864 - mmdet - INFO - Epoch [2][100/7330] lr: 1.000e-04, eta: 4 days, 11:13:56, time: 1.462, data_time: 0.016, memory: 64241, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0420, loss_semantic_seg: 0.2952, s0.loss_cls: 0.2787, s0.acc: 90.9805, s0.loss_bbox: 0.1545, s0.loss_mask: 0.2696, s1.loss_cls: 0.1297, s1.acc: 91.5559, s1.loss_bbox: 0.1426, s1.loss_mask: 0.1245, s2.loss_cls: 0.0616, s2.acc: 91.7806, s2.loss_bbox: 0.0812, s2.loss_mask: 0.0580, loss: 1.6862 2022-05-12 06:26:06,037 - mmdet - INFO - Epoch [2][150/7330] lr: 1.000e-04, eta: 4 days, 11:11:29, time: 1.464, data_time: 0.015, memory: 64354, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0422, loss_semantic_seg: 0.2845, s0.loss_cls: 0.2767, s0.acc: 90.9336, s0.loss_bbox: 0.1569, s0.loss_mask: 0.2731, s1.loss_cls: 0.1302, s1.acc: 91.3450, s1.loss_bbox: 0.1489, s1.loss_mask: 0.1263, s2.loss_cls: 0.0625, s2.acc: 91.5986, s2.loss_bbox: 0.0862, s2.loss_mask: 0.0582, loss: 1.6890 2022-05-12 06:27:18,566 - mmdet - INFO - Epoch [2][200/7330] lr: 1.000e-04, eta: 4 days, 11:08:38, time: 1.448, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0435, loss_semantic_seg: 0.2955, s0.loss_cls: 0.2938, s0.acc: 90.5935, s0.loss_bbox: 0.1629, s0.loss_mask: 0.2890, s1.loss_cls: 0.1352, s1.acc: 91.2089, s1.loss_bbox: 0.1497, s1.loss_mask: 0.1337, s2.loss_cls: 0.0637, s2.acc: 91.5508, s2.loss_bbox: 0.0819, s2.loss_mask: 0.0622, loss: 1.7570 2022-05-12 06:28:31,444 - mmdet - INFO - Epoch [2][250/7330] lr: 1.000e-04, eta: 4 days, 11:06:06, time: 1.460, data_time: 0.023, memory: 64354, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0452, loss_semantic_seg: 0.2976, s0.loss_cls: 0.2867, s0.acc: 90.8904, s0.loss_bbox: 0.1559, s0.loss_mask: 0.2822, s1.loss_cls: 0.1345, s1.acc: 91.3224, s1.loss_bbox: 0.1439, s1.loss_mask: 0.1304, s2.loss_cls: 0.0637, s2.acc: 91.6438, s2.loss_bbox: 0.0801, s2.loss_mask: 0.0605, loss: 1.7277 2022-05-12 06:29:44,588 - mmdet - INFO - Epoch [2][300/7330] lr: 1.000e-04, eta: 4 days, 11:03:41, time: 1.463, data_time: 0.018, memory: 64354, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0429, loss_semantic_seg: 0.3118, s0.loss_cls: 0.2794, s0.acc: 91.0308, s0.loss_bbox: 0.1554, s0.loss_mask: 0.2741, s1.loss_cls: 0.1307, s1.acc: 91.6727, s1.loss_bbox: 0.1430, s1.loss_mask: 0.1273, s2.loss_cls: 0.0628, s2.acc: 91.7934, s2.loss_bbox: 0.0802, s2.loss_mask: 0.0591, loss: 1.7112 2022-05-12 06:30:56,986 - mmdet - INFO - Epoch [2][350/7330] lr: 1.000e-04, eta: 4 days, 11:00:53, time: 1.448, data_time: 0.013, memory: 64354, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0467, loss_semantic_seg: 0.2925, s0.loss_cls: 0.2893, s0.acc: 90.6140, s0.loss_bbox: 0.1627, s0.loss_mask: 0.2790, s1.loss_cls: 0.1346, s1.acc: 91.2190, s1.loss_bbox: 0.1516, s1.loss_mask: 0.1289, s2.loss_cls: 0.0646, s2.acc: 91.3792, s2.loss_bbox: 0.0866, s2.loss_mask: 0.0603, loss: 1.7488 2022-05-12 06:32:09,330 - mmdet - INFO - Epoch [2][400/7330] lr: 1.000e-04, eta: 4 days, 10:58:03, time: 1.447, data_time: 0.014, memory: 64354, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0415, loss_semantic_seg: 0.2876, s0.loss_cls: 0.2736, s0.acc: 91.0854, s0.loss_bbox: 0.1515, s0.loss_mask: 0.2754, s1.loss_cls: 0.1283, s1.acc: 91.5595, s1.loss_bbox: 0.1427, s1.loss_mask: 0.1263, s2.loss_cls: 0.0615, s2.acc: 91.6920, s2.loss_bbox: 0.0820, s2.loss_mask: 0.0585, loss: 1.6735 2022-05-12 06:33:21,603 - mmdet - INFO - Epoch [2][450/7330] lr: 1.000e-04, eta: 4 days, 10:55:13, time: 1.446, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0459, loss_semantic_seg: 0.2907, s0.loss_cls: 0.2706, s0.acc: 91.0474, s0.loss_bbox: 0.1523, s0.loss_mask: 0.2736, s1.loss_cls: 0.1276, s1.acc: 91.5398, s1.loss_bbox: 0.1440, s1.loss_mask: 0.1268, s2.loss_cls: 0.0616, s2.acc: 91.6582, s2.loss_bbox: 0.0811, s2.loss_mask: 0.0591, loss: 1.6821 2022-05-12 06:34:34,492 - mmdet - INFO - Epoch [2][500/7330] lr: 1.000e-04, eta: 4 days, 10:52:44, time: 1.458, data_time: 0.018, memory: 64354, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0453, loss_semantic_seg: 0.2869, s0.loss_cls: 0.2849, s0.acc: 90.5361, s0.loss_bbox: 0.1611, s0.loss_mask: 0.2734, s1.loss_cls: 0.1341, s1.acc: 91.0902, s1.loss_bbox: 0.1504, s1.loss_mask: 0.1264, s2.loss_cls: 0.0647, s2.acc: 91.0846, s2.loss_bbox: 0.0867, s2.loss_mask: 0.0591, loss: 1.7223 2022-05-12 06:35:46,835 - mmdet - INFO - Epoch [2][550/7330] lr: 1.000e-04, eta: 4 days, 10:49:57, time: 1.447, data_time: 0.014, memory: 64354, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0414, loss_semantic_seg: 0.2814, s0.loss_cls: 0.2765, s0.acc: 90.9778, s0.loss_bbox: 0.1527, s0.loss_mask: 0.2775, s1.loss_cls: 0.1306, s1.acc: 91.4800, s1.loss_bbox: 0.1457, s1.loss_mask: 0.1276, s2.loss_cls: 0.0617, s2.acc: 91.7681, s2.loss_bbox: 0.0826, s2.loss_mask: 0.0586, loss: 1.6788 2022-05-12 06:36:59,487 - mmdet - INFO - Epoch [2][600/7330] lr: 1.000e-04, eta: 4 days, 10:47:23, time: 1.453, data_time: 0.014, memory: 64354, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0420, loss_semantic_seg: 0.2837, s0.loss_cls: 0.2705, s0.acc: 91.0564, s0.loss_bbox: 0.1492, s0.loss_mask: 0.2691, s1.loss_cls: 0.1277, s1.acc: 91.5332, s1.loss_bbox: 0.1450, s1.loss_mask: 0.1248, s2.loss_cls: 0.0614, s2.acc: 91.6576, s2.loss_bbox: 0.0847, s2.loss_mask: 0.0581, loss: 1.6640 2022-05-12 06:38:12,243 - mmdet - INFO - Epoch [2][650/7330] lr: 1.000e-04, eta: 4 days, 10:44:53, time: 1.455, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0442, loss_semantic_seg: 0.2863, s0.loss_cls: 0.2737, s0.acc: 91.1995, s0.loss_bbox: 0.1522, s0.loss_mask: 0.2667, s1.loss_cls: 0.1275, s1.acc: 91.7087, s1.loss_bbox: 0.1437, s1.loss_mask: 0.1236, s2.loss_cls: 0.0606, s2.acc: 91.9957, s2.loss_bbox: 0.0824, s2.loss_mask: 0.0577, loss: 1.6661 2022-05-12 06:39:25,305 - mmdet - INFO - Epoch [2][700/7330] lr: 1.000e-04, eta: 4 days, 10:42:33, time: 1.461, data_time: 0.015, memory: 64354, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0434, loss_semantic_seg: 0.2835, s0.loss_cls: 0.2730, s0.acc: 91.0210, s0.loss_bbox: 0.1546, s0.loss_mask: 0.2725, s1.loss_cls: 0.1292, s1.acc: 91.5860, s1.loss_bbox: 0.1468, s1.loss_mask: 0.1267, s2.loss_cls: 0.0613, s2.acc: 91.7330, s2.loss_bbox: 0.0853, s2.loss_mask: 0.0591, loss: 1.6851 2022-05-12 06:40:37,638 - mmdet - INFO - Epoch [2][750/7330] lr: 1.000e-04, eta: 4 days, 10:39:51, time: 1.447, data_time: 0.020, memory: 64354, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0391, loss_semantic_seg: 0.2860, s0.loss_cls: 0.2767, s0.acc: 91.3022, s0.loss_bbox: 0.1458, s0.loss_mask: 0.2693, s1.loss_cls: 0.1275, s1.acc: 91.8655, s1.loss_bbox: 0.1373, s1.loss_mask: 0.1247, s2.loss_cls: 0.0614, s2.acc: 92.0132, s2.loss_bbox: 0.0798, s2.loss_mask: 0.0580, loss: 1.6472 2022-05-12 06:41:49,359 - mmdet - INFO - Epoch [2][800/7330] lr: 1.000e-04, eta: 4 days, 10:36:52, time: 1.434, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0392, loss_semantic_seg: 0.2911, s0.loss_cls: 0.2611, s0.acc: 91.5095, s0.loss_bbox: 0.1450, s0.loss_mask: 0.2666, s1.loss_cls: 0.1229, s1.acc: 92.0019, s1.loss_bbox: 0.1356, s1.loss_mask: 0.1235, s2.loss_cls: 0.0592, s2.acc: 92.1480, s2.loss_bbox: 0.0763, s2.loss_mask: 0.0574, loss: 1.6236 2022-05-12 06:43:02,266 - mmdet - INFO - Epoch [2][850/7330] lr: 1.000e-04, eta: 4 days, 10:34:30, time: 1.458, data_time: 0.015, memory: 64354, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0414, loss_semantic_seg: 0.2913, s0.loss_cls: 0.2644, s0.acc: 91.5078, s0.loss_bbox: 0.1402, s0.loss_mask: 0.2724, s1.loss_cls: 0.1231, s1.acc: 92.0255, s1.loss_bbox: 0.1340, s1.loss_mask: 0.1252, s2.loss_cls: 0.0593, s2.acc: 92.1317, s2.loss_bbox: 0.0774, s2.loss_mask: 0.0582, loss: 1.6333 2022-05-12 06:44:14,127 - mmdet - INFO - Epoch [2][900/7330] lr: 1.000e-04, eta: 4 days, 10:31:37, time: 1.437, data_time: 0.012, memory: 64354, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0427, loss_semantic_seg: 0.2798, s0.loss_cls: 0.2705, s0.acc: 91.1187, s0.loss_bbox: 0.1529, s0.loss_mask: 0.2840, s1.loss_cls: 0.1255, s1.acc: 91.7517, s1.loss_bbox: 0.1448, s1.loss_mask: 0.1317, s2.loss_cls: 0.0595, s2.acc: 92.0610, s2.loss_bbox: 0.0828, s2.loss_mask: 0.0612, loss: 1.6803 2022-05-12 06:45:25,611 - mmdet - INFO - Epoch [2][950/7330] lr: 1.000e-04, eta: 4 days, 10:28:33, time: 1.430, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0445, loss_semantic_seg: 0.2847, s0.loss_cls: 0.2722, s0.acc: 91.0591, s0.loss_bbox: 0.1518, s0.loss_mask: 0.2707, s1.loss_cls: 0.1267, s1.acc: 91.5493, s1.loss_bbox: 0.1422, s1.loss_mask: 0.1259, s2.loss_cls: 0.0615, s2.acc: 91.6145, s2.loss_bbox: 0.0818, s2.loss_mask: 0.0583, loss: 1.6666 2022-05-12 06:46:38,527 - mmdet - INFO - Epoch [2][1000/7330] lr: 1.000e-04, eta: 4 days, 10:26:12, time: 1.457, data_time: 0.018, memory: 64354, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0423, loss_semantic_seg: 0.2866, s0.loss_cls: 0.2746, s0.acc: 91.0833, s0.loss_bbox: 0.1511, s0.loss_mask: 0.2690, s1.loss_cls: 0.1286, s1.acc: 91.6014, s1.loss_bbox: 0.1424, s1.loss_mask: 0.1239, s2.loss_cls: 0.0619, s2.acc: 91.7894, s2.loss_bbox: 0.0806, s2.loss_mask: 0.0572, loss: 1.6641 2022-05-12 06:47:52,265 - mmdet - INFO - Epoch [2][1050/7330] lr: 1.000e-04, eta: 4 days, 10:24:22, time: 1.476, data_time: 0.022, memory: 64354, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0432, loss_semantic_seg: 0.2711, s0.loss_cls: 0.2696, s0.acc: 91.2332, s0.loss_bbox: 0.1512, s0.loss_mask: 0.2685, s1.loss_cls: 0.1277, s1.acc: 91.6427, s1.loss_bbox: 0.1410, s1.loss_mask: 0.1254, s2.loss_cls: 0.0620, s2.acc: 91.7560, s2.loss_bbox: 0.0817, s2.loss_mask: 0.0583, loss: 1.6447 2022-05-12 06:49:04,886 - mmdet - INFO - Epoch [2][1100/7330] lr: 1.000e-04, eta: 4 days, 10:21:56, time: 1.452, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0462, loss_semantic_seg: 0.2881, s0.loss_cls: 0.2814, s0.acc: 90.7571, s0.loss_bbox: 0.1574, s0.loss_mask: 0.2750, s1.loss_cls: 0.1328, s1.acc: 91.2052, s1.loss_bbox: 0.1482, s1.loss_mask: 0.1266, s2.loss_cls: 0.0637, s2.acc: 91.3571, s2.loss_bbox: 0.0836, s2.loss_mask: 0.0586, loss: 1.7119 2022-05-12 06:50:18,535 - mmdet - INFO - Epoch [2][1150/7330] lr: 1.000e-04, eta: 4 days, 10:20:02, time: 1.473, data_time: 0.021, memory: 64354, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0408, loss_semantic_seg: 0.2871, s0.loss_cls: 0.2739, s0.acc: 90.9202, s0.loss_bbox: 0.1575, s0.loss_mask: 0.2730, s1.loss_cls: 0.1270, s1.acc: 91.5287, s1.loss_bbox: 0.1484, s1.loss_mask: 0.1267, s2.loss_cls: 0.0603, s2.acc: 91.7597, s2.loss_bbox: 0.0841, s2.loss_mask: 0.0587, loss: 1.6777 2022-05-12 06:51:31,952 - mmdet - INFO - Epoch [2][1200/7330] lr: 1.000e-04, eta: 4 days, 10:18:01, time: 1.468, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0435, loss_semantic_seg: 0.2823, s0.loss_cls: 0.2825, s0.acc: 90.7456, s0.loss_bbox: 0.1581, s0.loss_mask: 0.2714, s1.loss_cls: 0.1321, s1.acc: 91.2465, s1.loss_bbox: 0.1503, s1.loss_mask: 0.1248, s2.loss_cls: 0.0646, s2.acc: 91.4521, s2.loss_bbox: 0.0869, s2.loss_mask: 0.0579, loss: 1.6998 2022-05-12 06:52:43,879 - mmdet - INFO - Epoch [2][1250/7330] lr: 1.000e-04, eta: 4 days, 10:15:17, time: 1.439, data_time: 0.014, memory: 64354, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0425, loss_semantic_seg: 0.2742, s0.loss_cls: 0.2879, s0.acc: 90.8508, s0.loss_bbox: 0.1527, s0.loss_mask: 0.2670, s1.loss_cls: 0.1332, s1.acc: 91.4812, s1.loss_bbox: 0.1444, s1.loss_mask: 0.1236, s2.loss_cls: 0.0640, s2.acc: 91.7481, s2.loss_bbox: 0.0831, s2.loss_mask: 0.0581, loss: 1.6755 2022-05-12 06:53:56,586 - mmdet - INFO - Epoch [2][1300/7330] lr: 1.000e-04, eta: 4 days, 10:12:56, time: 1.454, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0423, loss_semantic_seg: 0.2856, s0.loss_cls: 0.2815, s0.acc: 90.8809, s0.loss_bbox: 0.1498, s0.loss_mask: 0.2666, s1.loss_cls: 0.1339, s1.acc: 91.3376, s1.loss_bbox: 0.1443, s1.loss_mask: 0.1234, s2.loss_cls: 0.0637, s2.acc: 91.4633, s2.loss_bbox: 0.0817, s2.loss_mask: 0.0578, loss: 1.6764 2022-05-12 06:55:08,798 - mmdet - INFO - Epoch [2][1350/7330] lr: 1.000e-04, eta: 4 days, 10:10:22, time: 1.444, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0423, loss_semantic_seg: 0.2780, s0.loss_cls: 0.2819, s0.acc: 90.7141, s0.loss_bbox: 0.1564, s0.loss_mask: 0.2738, s1.loss_cls: 0.1315, s1.acc: 91.3600, s1.loss_bbox: 0.1465, s1.loss_mask: 0.1266, s2.loss_cls: 0.0621, s2.acc: 91.6897, s2.loss_bbox: 0.0831, s2.loss_mask: 0.0589, loss: 1.6867 2022-05-12 06:56:21,563 - mmdet - INFO - Epoch [2][1400/7330] lr: 1.000e-04, eta: 4 days, 10:08:05, time: 1.455, data_time: 0.014, memory: 64354, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0419, loss_semantic_seg: 0.2776, s0.loss_cls: 0.2738, s0.acc: 91.0940, s0.loss_bbox: 0.1524, s0.loss_mask: 0.2711, s1.loss_cls: 0.1265, s1.acc: 91.6769, s1.loss_bbox: 0.1453, s1.loss_mask: 0.1262, s2.loss_cls: 0.0612, s2.acc: 91.7511, s2.loss_bbox: 0.0827, s2.loss_mask: 0.0583, loss: 1.6602 2022-05-12 06:57:34,444 - mmdet - INFO - Epoch [2][1450/7330] lr: 1.000e-04, eta: 4 days, 10:05:53, time: 1.458, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0420, loss_semantic_seg: 0.2849, s0.loss_cls: 0.2747, s0.acc: 90.9500, s0.loss_bbox: 0.1515, s0.loss_mask: 0.2663, s1.loss_cls: 0.1277, s1.acc: 91.4156, s1.loss_bbox: 0.1439, s1.loss_mask: 0.1231, s2.loss_cls: 0.0626, s2.acc: 91.5737, s2.loss_bbox: 0.0826, s2.loss_mask: 0.0569, loss: 1.6608 2022-05-12 06:58:47,223 - mmdet - INFO - Epoch [2][1500/7330] lr: 1.000e-04, eta: 4 days, 10:03:37, time: 1.455, data_time: 0.018, memory: 64354, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0398, loss_semantic_seg: 0.2835, s0.loss_cls: 0.2703, s0.acc: 91.2190, s0.loss_bbox: 0.1481, s0.loss_mask: 0.2757, s1.loss_cls: 0.1259, s1.acc: 91.7301, s1.loss_bbox: 0.1379, s1.loss_mask: 0.1262, s2.loss_cls: 0.0608, s2.acc: 91.9167, s2.loss_bbox: 0.0771, s2.loss_mask: 0.0582, loss: 1.6503 2022-05-12 07:00:00,074 - mmdet - INFO - Epoch [2][1550/7330] lr: 1.000e-04, eta: 4 days, 10:01:25, time: 1.457, data_time: 0.014, memory: 64354, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0422, loss_semantic_seg: 0.2828, s0.loss_cls: 0.2672, s0.acc: 91.1653, s0.loss_bbox: 0.1499, s0.loss_mask: 0.2644, s1.loss_cls: 0.1258, s1.acc: 91.6215, s1.loss_bbox: 0.1429, s1.loss_mask: 0.1210, s2.loss_cls: 0.0608, s2.acc: 91.6439, s2.loss_bbox: 0.0832, s2.loss_mask: 0.0556, loss: 1.6389 2022-05-12 07:01:12,973 - mmdet - INFO - Epoch [2][1600/7330] lr: 1.000e-04, eta: 4 days, 9:59:15, time: 1.458, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0419, loss_semantic_seg: 0.2784, s0.loss_cls: 0.2736, s0.acc: 91.0750, s0.loss_bbox: 0.1520, s0.loss_mask: 0.2685, s1.loss_cls: 0.1284, s1.acc: 91.5678, s1.loss_bbox: 0.1460, s1.loss_mask: 0.1245, s2.loss_cls: 0.0641, s2.acc: 91.5042, s2.loss_bbox: 0.0839, s2.loss_mask: 0.0575, loss: 1.6624 2022-05-12 07:02:25,938 - mmdet - INFO - Epoch [2][1650/7330] lr: 1.000e-04, eta: 4 days, 9:57:07, time: 1.459, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0432, loss_semantic_seg: 0.2799, s0.loss_cls: 0.2867, s0.acc: 90.8044, s0.loss_bbox: 0.1583, s0.loss_mask: 0.2797, s1.loss_cls: 0.1336, s1.acc: 91.3044, s1.loss_bbox: 0.1483, s1.loss_mask: 0.1295, s2.loss_cls: 0.0636, s2.acc: 91.4352, s2.loss_bbox: 0.0841, s2.loss_mask: 0.0600, loss: 1.7134 2022-05-12 07:03:38,996 - mmdet - INFO - Epoch [2][1700/7330] lr: 1.000e-04, eta: 4 days, 9:55:03, time: 1.461, data_time: 0.018, memory: 64354, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0398, loss_semantic_seg: 0.2856, s0.loss_cls: 0.2617, s0.acc: 91.4119, s0.loss_bbox: 0.1463, s0.loss_mask: 0.2684, s1.loss_cls: 0.1228, s1.acc: 91.9363, s1.loss_bbox: 0.1390, s1.loss_mask: 0.1231, s2.loss_cls: 0.0588, s2.acc: 91.9852, s2.loss_bbox: 0.0776, s2.loss_mask: 0.0569, loss: 1.6231 2022-05-12 07:04:51,105 - mmdet - INFO - Epoch [2][1750/7330] lr: 1.000e-04, eta: 4 days, 9:52:32, time: 1.442, data_time: 0.018, memory: 64354, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0390, loss_semantic_seg: 0.2701, s0.loss_cls: 0.2408, s0.acc: 91.9194, s0.loss_bbox: 0.1403, s0.loss_mask: 0.2604, s1.loss_cls: 0.1124, s1.acc: 92.4037, s1.loss_bbox: 0.1338, s1.loss_mask: 0.1210, s2.loss_cls: 0.0545, s2.acc: 92.4826, s2.loss_bbox: 0.0791, s2.loss_mask: 0.0561, loss: 1.5517 2022-05-12 07:06:03,878 - mmdet - INFO - Epoch [2][1800/7330] lr: 1.000e-04, eta: 4 days, 9:50:21, time: 1.455, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0401, loss_semantic_seg: 0.2770, s0.loss_cls: 0.2681, s0.acc: 91.1980, s0.loss_bbox: 0.1447, s0.loss_mask: 0.2655, s1.loss_cls: 0.1251, s1.acc: 91.7620, s1.loss_bbox: 0.1395, s1.loss_mask: 0.1227, s2.loss_cls: 0.0602, s2.acc: 91.8931, s2.loss_bbox: 0.0817, s2.loss_mask: 0.0567, loss: 1.6243 2022-05-12 07:07:16,273 - mmdet - INFO - Epoch [2][1850/7330] lr: 1.000e-04, eta: 4 days, 9:48:00, time: 1.448, data_time: 0.020, memory: 64354, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0419, loss_semantic_seg: 0.2828, s0.loss_cls: 0.2680, s0.acc: 91.1929, s0.loss_bbox: 0.1494, s0.loss_mask: 0.2689, s1.loss_cls: 0.1254, s1.acc: 91.6935, s1.loss_bbox: 0.1415, s1.loss_mask: 0.1242, s2.loss_cls: 0.0608, s2.acc: 91.8579, s2.loss_bbox: 0.0812, s2.loss_mask: 0.0575, loss: 1.6459 2022-05-12 07:08:28,649 - mmdet - INFO - Epoch [2][1900/7330] lr: 1.000e-04, eta: 4 days, 9:45:39, time: 1.448, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0428, loss_semantic_seg: 0.2744, s0.loss_cls: 0.2629, s0.acc: 91.2683, s0.loss_bbox: 0.1500, s0.loss_mask: 0.2645, s1.loss_cls: 0.1248, s1.acc: 91.6449, s1.loss_bbox: 0.1435, s1.loss_mask: 0.1209, s2.loss_cls: 0.0599, s2.acc: 91.6828, s2.loss_bbox: 0.0806, s2.loss_mask: 0.0558, loss: 1.6253 2022-05-12 07:09:42,260 - mmdet - INFO - Epoch [2][1950/7330] lr: 1.000e-04, eta: 4 days, 9:43:53, time: 1.472, data_time: 0.013, memory: 64354, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0420, loss_semantic_seg: 0.2722, s0.loss_cls: 0.2576, s0.acc: 91.4329, s0.loss_bbox: 0.1436, s0.loss_mask: 0.2641, s1.loss_cls: 0.1195, s1.acc: 91.9519, s1.loss_bbox: 0.1368, s1.loss_mask: 0.1216, s2.loss_cls: 0.0576, s2.acc: 92.1407, s2.loss_bbox: 0.0801, s2.loss_mask: 0.0564, loss: 1.5948 2022-05-12 07:10:55,394 - mmdet - INFO - Epoch [2][2000/7330] lr: 1.000e-04, eta: 4 days, 9:41:54, time: 1.463, data_time: 0.013, memory: 64354, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0433, loss_semantic_seg: 0.2919, s0.loss_cls: 0.2764, s0.acc: 90.9995, s0.loss_bbox: 0.1531, s0.loss_mask: 0.2709, s1.loss_cls: 0.1289, s1.acc: 91.5437, s1.loss_bbox: 0.1449, s1.loss_mask: 0.1255, s2.loss_cls: 0.0623, s2.acc: 91.6381, s2.loss_bbox: 0.0825, s2.loss_mask: 0.0586, loss: 1.6827 2022-05-12 07:12:08,336 - mmdet - INFO - Epoch [2][2050/7330] lr: 1.000e-04, eta: 4 days, 9:39:50, time: 1.459, data_time: 0.014, memory: 64354, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0412, loss_semantic_seg: 0.2705, s0.loss_cls: 0.2646, s0.acc: 91.1504, s0.loss_bbox: 0.1503, s0.loss_mask: 0.2581, s1.loss_cls: 0.1236, s1.acc: 91.6624, s1.loss_bbox: 0.1422, s1.loss_mask: 0.1189, s2.loss_cls: 0.0607, s2.acc: 91.6473, s2.loss_bbox: 0.0822, s2.loss_mask: 0.0554, loss: 1.6131 2022-05-12 07:13:22,226 - mmdet - INFO - Epoch [2][2100/7330] lr: 1.000e-04, eta: 4 days, 9:38:13, time: 1.478, data_time: 0.015, memory: 64354, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0410, loss_semantic_seg: 0.2736, s0.loss_cls: 0.2561, s0.acc: 91.4578, s0.loss_bbox: 0.1440, s0.loss_mask: 0.2617, s1.loss_cls: 0.1216, s1.acc: 91.8387, s1.loss_bbox: 0.1401, s1.loss_mask: 0.1219, s2.loss_cls: 0.0585, s2.acc: 92.0027, s2.loss_bbox: 0.0801, s2.loss_mask: 0.0566, loss: 1.5973 2022-05-12 07:14:36,060 - mmdet - INFO - Epoch [2][2150/7330] lr: 1.000e-04, eta: 4 days, 9:36:32, time: 1.475, data_time: 0.018, memory: 64354, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0419, loss_semantic_seg: 0.2805, s0.loss_cls: 0.2741, s0.acc: 90.9941, s0.loss_bbox: 0.1526, s0.loss_mask: 0.2736, s1.loss_cls: 0.1286, s1.acc: 91.5867, s1.loss_bbox: 0.1465, s1.loss_mask: 0.1266, s2.loss_cls: 0.0626, s2.acc: 91.4842, s2.loss_bbox: 0.0818, s2.loss_mask: 0.0582, loss: 1.6692 2022-05-12 07:15:50,291 - mmdet - INFO - Epoch [2][2200/7330] lr: 1.000e-04, eta: 4 days, 9:35:06, time: 1.486, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0433, loss_semantic_seg: 0.2787, s0.loss_cls: 0.2744, s0.acc: 91.0701, s0.loss_bbox: 0.1536, s0.loss_mask: 0.2679, s1.loss_cls: 0.1269, s1.acc: 91.7375, s1.loss_bbox: 0.1443, s1.loss_mask: 0.1231, s2.loss_cls: 0.0617, s2.acc: 91.7886, s2.loss_bbox: 0.0838, s2.loss_mask: 0.0575, loss: 1.6588 2022-05-12 07:17:04,196 - mmdet - INFO - Epoch [2][2250/7330] lr: 1.000e-04, eta: 4 days, 9:33:30, time: 1.478, data_time: 0.013, memory: 64354, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0408, loss_semantic_seg: 0.2751, s0.loss_cls: 0.2564, s0.acc: 91.5044, s0.loss_bbox: 0.1455, s0.loss_mask: 0.2604, s1.loss_cls: 0.1197, s1.acc: 92.0396, s1.loss_bbox: 0.1378, s1.loss_mask: 0.1202, s2.loss_cls: 0.0588, s2.acc: 91.9659, s2.loss_bbox: 0.0795, s2.loss_mask: 0.0559, loss: 1.5930 2022-05-12 07:18:17,108 - mmdet - INFO - Epoch [2][2300/7330] lr: 1.000e-04, eta: 4 days, 9:31:27, time: 1.458, data_time: 0.015, memory: 64354, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0421, loss_semantic_seg: 0.2765, s0.loss_cls: 0.2751, s0.acc: 90.9285, s0.loss_bbox: 0.1528, s0.loss_mask: 0.2724, s1.loss_cls: 0.1296, s1.acc: 91.4722, s1.loss_bbox: 0.1470, s1.loss_mask: 0.1263, s2.loss_cls: 0.0623, s2.acc: 91.5617, s2.loss_bbox: 0.0844, s2.loss_mask: 0.0589, loss: 1.6712 2022-05-12 07:19:29,652 - mmdet - INFO - Epoch [2][2350/7330] lr: 1.000e-04, eta: 4 days, 9:29:16, time: 1.451, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0397, loss_semantic_seg: 0.2775, s0.loss_cls: 0.2737, s0.acc: 91.0933, s0.loss_bbox: 0.1516, s0.loss_mask: 0.2658, s1.loss_cls: 0.1263, s1.acc: 91.7116, s1.loss_bbox: 0.1456, s1.loss_mask: 0.1228, s2.loss_cls: 0.0608, s2.acc: 91.7286, s2.loss_bbox: 0.0845, s2.loss_mask: 0.0572, loss: 1.6469 2022-05-12 07:20:42,757 - mmdet - INFO - Epoch [2][2400/7330] lr: 1.000e-04, eta: 4 days, 9:27:20, time: 1.462, data_time: 0.023, memory: 64354, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0403, loss_semantic_seg: 0.2765, s0.loss_cls: 0.2584, s0.acc: 91.4639, s0.loss_bbox: 0.1414, s0.loss_mask: 0.2616, s1.loss_cls: 0.1233, s1.acc: 91.8146, s1.loss_bbox: 0.1359, s1.loss_mask: 0.1213, s2.loss_cls: 0.0605, s2.acc: 91.8894, s2.loss_bbox: 0.0785, s2.loss_mask: 0.0558, loss: 1.5959 2022-05-12 07:21:55,909 - mmdet - INFO - Epoch [2][2450/7330] lr: 1.000e-04, eta: 4 days, 9:25:25, time: 1.463, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0420, loss_semantic_seg: 0.2749, s0.loss_cls: 0.2665, s0.acc: 91.2625, s0.loss_bbox: 0.1457, s0.loss_mask: 0.2659, s1.loss_cls: 0.1247, s1.acc: 91.7397, s1.loss_bbox: 0.1408, s1.loss_mask: 0.1237, s2.loss_cls: 0.0602, s2.acc: 92.0058, s2.loss_bbox: 0.0806, s2.loss_mask: 0.0568, loss: 1.6237 2022-05-12 07:23:08,665 - mmdet - INFO - Epoch [2][2500/7330] lr: 1.000e-04, eta: 4 days, 9:23:20, time: 1.455, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0425, loss_semantic_seg: 0.2696, s0.loss_cls: 0.2555, s0.acc: 91.4614, s0.loss_bbox: 0.1393, s0.loss_mask: 0.2597, s1.loss_cls: 0.1207, s1.acc: 91.9874, s1.loss_bbox: 0.1338, s1.loss_mask: 0.1207, s2.loss_cls: 0.0581, s2.acc: 92.1132, s2.loss_bbox: 0.0794, s2.loss_mask: 0.0560, loss: 1.5779 2022-05-12 07:24:22,361 - mmdet - INFO - Epoch [2][2550/7330] lr: 1.000e-04, eta: 4 days, 9:21:41, time: 1.474, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0431, loss_semantic_seg: 0.2752, s0.loss_cls: 0.2774, s0.acc: 91.0076, s0.loss_bbox: 0.1553, s0.loss_mask: 0.2749, s1.loss_cls: 0.1304, s1.acc: 91.5299, s1.loss_bbox: 0.1450, s1.loss_mask: 0.1259, s2.loss_cls: 0.0622, s2.acc: 91.6822, s2.loss_bbox: 0.0817, s2.loss_mask: 0.0583, loss: 1.6753 2022-05-12 07:25:34,572 - mmdet - INFO - Epoch [2][2600/7330] lr: 1.000e-04, eta: 4 days, 9:19:23, time: 1.444, data_time: 0.015, memory: 64354, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0414, loss_semantic_seg: 0.2650, s0.loss_cls: 0.2475, s0.acc: 91.6519, s0.loss_bbox: 0.1425, s0.loss_mask: 0.2614, s1.loss_cls: 0.1149, s1.acc: 92.2051, s1.loss_bbox: 0.1391, s1.loss_mask: 0.1215, s2.loss_cls: 0.0561, s2.acc: 92.2385, s2.loss_bbox: 0.0808, s2.loss_mask: 0.0566, loss: 1.5683 2022-05-12 07:26:47,198 - mmdet - INFO - Epoch [2][2650/7330] lr: 1.000e-04, eta: 4 days, 9:17:17, time: 1.453, data_time: 0.015, memory: 64354, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0386, loss_semantic_seg: 0.2795, s0.loss_cls: 0.2533, s0.acc: 91.4844, s0.loss_bbox: 0.1464, s0.loss_mask: 0.2609, s1.loss_cls: 0.1203, s1.acc: 92.0394, s1.loss_bbox: 0.1408, s1.loss_mask: 0.1202, s2.loss_cls: 0.0587, s2.acc: 91.9536, s2.loss_bbox: 0.0810, s2.loss_mask: 0.0561, loss: 1.5980 2022-05-12 07:28:00,125 - mmdet - INFO - Epoch [2][2700/7330] lr: 1.000e-04, eta: 4 days, 9:15:19, time: 1.458, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0425, loss_semantic_seg: 0.2746, s0.loss_cls: 0.2761, s0.acc: 90.9211, s0.loss_bbox: 0.1556, s0.loss_mask: 0.2578, s1.loss_cls: 0.1277, s1.acc: 91.4840, s1.loss_bbox: 0.1453, s1.loss_mask: 0.1190, s2.loss_cls: 0.0614, s2.acc: 91.6241, s2.loss_bbox: 0.0828, s2.loss_mask: 0.0553, loss: 1.6398 2022-05-12 07:29:14,600 - mmdet - INFO - Epoch [2][2750/7330] lr: 1.000e-04, eta: 4 days, 9:14:00, time: 1.490, data_time: 0.022, memory: 64354, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0469, loss_semantic_seg: 0.2686, s0.loss_cls: 0.2728, s0.acc: 90.8274, s0.loss_bbox: 0.1506, s0.loss_mask: 0.2584, s1.loss_cls: 0.1286, s1.acc: 91.3416, s1.loss_bbox: 0.1430, s1.loss_mask: 0.1188, s2.loss_cls: 0.0625, s2.acc: 91.4545, s2.loss_bbox: 0.0841, s2.loss_mask: 0.0554, loss: 1.6350 2022-05-12 07:30:27,632 - mmdet - INFO - Epoch [2][2800/7330] lr: 1.000e-04, eta: 4 days, 9:12:05, time: 1.460, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0421, loss_semantic_seg: 0.2590, s0.loss_cls: 0.2541, s0.acc: 91.4521, s0.loss_bbox: 0.1460, s0.loss_mask: 0.2579, s1.loss_cls: 0.1204, s1.acc: 91.9073, s1.loss_bbox: 0.1381, s1.loss_mask: 0.1187, s2.loss_cls: 0.0582, s2.acc: 91.9202, s2.loss_bbox: 0.0798, s2.loss_mask: 0.0548, loss: 1.5706 2022-05-12 07:31:41,183 - mmdet - INFO - Epoch [2][2850/7330] lr: 1.000e-04, eta: 4 days, 9:10:24, time: 1.471, data_time: 0.022, memory: 64354, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0370, loss_semantic_seg: 0.2630, s0.loss_cls: 0.2474, s0.acc: 91.7705, s0.loss_bbox: 0.1385, s0.loss_mask: 0.2541, s1.loss_cls: 0.1166, s1.acc: 92.3007, s1.loss_bbox: 0.1344, s1.loss_mask: 0.1181, s2.loss_cls: 0.0554, s2.acc: 92.3776, s2.loss_bbox: 0.0789, s2.loss_mask: 0.0546, loss: 1.5362 2022-05-12 07:32:54,459 - mmdet - INFO - Epoch [2][2900/7330] lr: 1.000e-04, eta: 4 days, 9:08:36, time: 1.466, data_time: 0.012, memory: 64354, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0431, loss_semantic_seg: 0.2715, s0.loss_cls: 0.2563, s0.acc: 91.3843, s0.loss_bbox: 0.1463, s0.loss_mask: 0.2522, s1.loss_cls: 0.1203, s1.acc: 91.9568, s1.loss_bbox: 0.1371, s1.loss_mask: 0.1160, s2.loss_cls: 0.0583, s2.acc: 92.0026, s2.loss_bbox: 0.0801, s2.loss_mask: 0.0543, loss: 1.5792 2022-05-12 07:34:08,324 - mmdet - INFO - Epoch [2][2950/7330] lr: 1.000e-04, eta: 4 days, 9:07:03, time: 1.477, data_time: 0.021, memory: 64354, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0411, loss_semantic_seg: 0.2677, s0.loss_cls: 0.2661, s0.acc: 91.2554, s0.loss_bbox: 0.1471, s0.loss_mask: 0.2577, s1.loss_cls: 0.1245, s1.acc: 91.7659, s1.loss_bbox: 0.1405, s1.loss_mask: 0.1192, s2.loss_cls: 0.0606, s2.acc: 91.8807, s2.loss_bbox: 0.0815, s2.loss_mask: 0.0557, loss: 1.6014 2022-05-12 07:35:20,450 - mmdet - INFO - Epoch [2][3000/7330] lr: 1.000e-04, eta: 4 days, 9:04:47, time: 1.442, data_time: 0.018, memory: 64354, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0413, loss_semantic_seg: 0.2676, s0.loss_cls: 0.2672, s0.acc: 91.2759, s0.loss_bbox: 0.1503, s0.loss_mask: 0.2597, s1.loss_cls: 0.1245, s1.acc: 91.7752, s1.loss_bbox: 0.1412, s1.loss_mask: 0.1208, s2.loss_cls: 0.0601, s2.acc: 91.7770, s2.loss_bbox: 0.0798, s2.loss_mask: 0.0565, loss: 1.6137 2022-05-12 07:36:33,529 - mmdet - INFO - Epoch [2][3050/7330] lr: 1.000e-04, eta: 4 days, 9:02:56, time: 1.462, data_time: 0.019, memory: 64354, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0385, loss_semantic_seg: 0.2699, s0.loss_cls: 0.2646, s0.acc: 91.2998, s0.loss_bbox: 0.1493, s0.loss_mask: 0.2619, s1.loss_cls: 0.1244, s1.acc: 91.7443, s1.loss_bbox: 0.1416, s1.loss_mask: 0.1213, s2.loss_cls: 0.0601, s2.acc: 91.7736, s2.loss_bbox: 0.0792, s2.loss_mask: 0.0560, loss: 1.6056 2022-05-12 07:37:46,764 - mmdet - INFO - Epoch [2][3100/7330] lr: 1.000e-04, eta: 4 days, 9:01:08, time: 1.465, data_time: 0.018, memory: 64354, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0399, loss_semantic_seg: 0.2757, s0.loss_cls: 0.2574, s0.acc: 91.5464, s0.loss_bbox: 0.1447, s0.loss_mask: 0.2619, s1.loss_cls: 0.1217, s1.acc: 92.0366, s1.loss_bbox: 0.1390, s1.loss_mask: 0.1222, s2.loss_cls: 0.0593, s2.acc: 92.1073, s2.loss_bbox: 0.0803, s2.loss_mask: 0.0568, loss: 1.5995 2022-05-12 07:38:59,512 - mmdet - INFO - Epoch [2][3150/7330] lr: 1.000e-04, eta: 4 days, 8:59:09, time: 1.455, data_time: 0.018, memory: 64354, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0396, loss_semantic_seg: 0.2552, s0.loss_cls: 0.2624, s0.acc: 91.4189, s0.loss_bbox: 0.1465, s0.loss_mask: 0.2653, s1.loss_cls: 0.1212, s1.acc: 91.9650, s1.loss_bbox: 0.1409, s1.loss_mask: 0.1235, s2.loss_cls: 0.0585, s2.acc: 92.0837, s2.loss_bbox: 0.0823, s2.loss_mask: 0.0571, loss: 1.5953 2022-05-12 07:40:12,005 - mmdet - INFO - Epoch [2][3200/7330] lr: 1.000e-04, eta: 4 days, 8:57:05, time: 1.450, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0390, loss_semantic_seg: 0.2787, s0.loss_cls: 0.2532, s0.acc: 91.6772, s0.loss_bbox: 0.1402, s0.loss_mask: 0.2583, s1.loss_cls: 0.1177, s1.acc: 92.1982, s1.loss_bbox: 0.1327, s1.loss_mask: 0.1201, s2.loss_cls: 0.0571, s2.acc: 92.2479, s2.loss_bbox: 0.0787, s2.loss_mask: 0.0560, loss: 1.5722 2022-05-12 07:41:24,590 - mmdet - INFO - Epoch [2][3250/7330] lr: 1.000e-04, eta: 4 days, 8:55:02, time: 1.452, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0415, loss_semantic_seg: 0.2829, s0.loss_cls: 0.2657, s0.acc: 91.1040, s0.loss_bbox: 0.1487, s0.loss_mask: 0.2665, s1.loss_cls: 0.1240, s1.acc: 91.7024, s1.loss_bbox: 0.1426, s1.loss_mask: 0.1223, s2.loss_cls: 0.0597, s2.acc: 91.8358, s2.loss_bbox: 0.0811, s2.loss_mask: 0.0563, loss: 1.6324 2022-05-12 07:42:38,068 - mmdet - INFO - Epoch [2][3300/7330] lr: 1.000e-04, eta: 4 days, 8:53:22, time: 1.470, data_time: 0.018, memory: 64354, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0367, loss_semantic_seg: 0.2613, s0.loss_cls: 0.2450, s0.acc: 91.8083, s0.loss_bbox: 0.1385, s0.loss_mask: 0.2567, s1.loss_cls: 0.1155, s1.acc: 92.2325, s1.loss_bbox: 0.1357, s1.loss_mask: 0.1189, s2.loss_cls: 0.0567, s2.acc: 92.0990, s2.loss_bbox: 0.0796, s2.loss_mask: 0.0555, loss: 1.5409 2022-05-12 07:43:51,525 - mmdet - INFO - Epoch [2][3350/7330] lr: 1.000e-04, eta: 4 days, 8:51:42, time: 1.469, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0416, loss_semantic_seg: 0.2617, s0.loss_cls: 0.2557, s0.acc: 91.4700, s0.loss_bbox: 0.1450, s0.loss_mask: 0.2597, s1.loss_cls: 0.1198, s1.acc: 91.9750, s1.loss_bbox: 0.1400, s1.loss_mask: 0.1198, s2.loss_cls: 0.0583, s2.acc: 92.0688, s2.loss_bbox: 0.0818, s2.loss_mask: 0.0560, loss: 1.5801 2022-05-12 07:45:04,295 - mmdet - INFO - Epoch [2][3400/7330] lr: 1.000e-04, eta: 4 days, 8:49:45, time: 1.455, data_time: 0.020, memory: 64354, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0419, loss_semantic_seg: 0.2640, s0.loss_cls: 0.2635, s0.acc: 91.4568, s0.loss_bbox: 0.1454, s0.loss_mask: 0.2605, s1.loss_cls: 0.1239, s1.acc: 91.9279, s1.loss_bbox: 0.1390, s1.loss_mask: 0.1205, s2.loss_cls: 0.0590, s2.acc: 92.1309, s2.loss_bbox: 0.0794, s2.loss_mask: 0.0555, loss: 1.5945 2022-05-12 07:46:16,957 - mmdet - INFO - Epoch [2][3450/7330] lr: 1.000e-04, eta: 4 days, 8:47:46, time: 1.453, data_time: 0.023, memory: 64354, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0410, loss_semantic_seg: 0.2621, s0.loss_cls: 0.2648, s0.acc: 91.2229, s0.loss_bbox: 0.1467, s0.loss_mask: 0.2585, s1.loss_cls: 0.1236, s1.acc: 91.7776, s1.loss_bbox: 0.1391, s1.loss_mask: 0.1199, s2.loss_cls: 0.0599, s2.acc: 91.8466, s2.loss_bbox: 0.0811, s2.loss_mask: 0.0557, loss: 1.5919 2022-05-12 07:47:30,529 - mmdet - INFO - Epoch [2][3500/7330] lr: 1.000e-04, eta: 4 days, 8:46:10, time: 1.472, data_time: 0.019, memory: 64354, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0405, loss_semantic_seg: 0.2636, s0.loss_cls: 0.2558, s0.acc: 91.4629, s0.loss_bbox: 0.1458, s0.loss_mask: 0.2566, s1.loss_cls: 0.1187, s1.acc: 92.0042, s1.loss_bbox: 0.1416, s1.loss_mask: 0.1182, s2.loss_cls: 0.0581, s2.acc: 92.0869, s2.loss_bbox: 0.0835, s2.loss_mask: 0.0548, loss: 1.5776 2022-05-12 07:48:43,508 - mmdet - INFO - Epoch [2][3550/7330] lr: 1.000e-04, eta: 4 days, 8:44:19, time: 1.460, data_time: 0.015, memory: 64354, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0387, loss_semantic_seg: 0.2660, s0.loss_cls: 0.2614, s0.acc: 91.2332, s0.loss_bbox: 0.1473, s0.loss_mask: 0.2592, s1.loss_cls: 0.1221, s1.acc: 91.8517, s1.loss_bbox: 0.1446, s1.loss_mask: 0.1200, s2.loss_cls: 0.0596, s2.acc: 91.7962, s2.loss_bbox: 0.0833, s2.loss_mask: 0.0557, loss: 1.5968 2022-05-12 07:49:56,060 - mmdet - INFO - Epoch [2][3600/7330] lr: 1.000e-04, eta: 4 days, 8:42:19, time: 1.451, data_time: 0.015, memory: 64354, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0402, loss_semantic_seg: 0.2614, s0.loss_cls: 0.2610, s0.acc: 91.1733, s0.loss_bbox: 0.1475, s0.loss_mask: 0.2590, s1.loss_cls: 0.1223, s1.acc: 91.8193, s1.loss_bbox: 0.1412, s1.loss_mask: 0.1192, s2.loss_cls: 0.0597, s2.acc: 91.8739, s2.loss_bbox: 0.0829, s2.loss_mask: 0.0556, loss: 1.5919 2022-05-12 07:51:09,958 - mmdet - INFO - Epoch [2][3650/7330] lr: 1.000e-04, eta: 4 days, 8:40:51, time: 1.478, data_time: 0.024, memory: 64354, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0396, loss_semantic_seg: 0.2581, s0.loss_cls: 0.2677, s0.acc: 91.1233, s0.loss_bbox: 0.1437, s0.loss_mask: 0.2617, s1.loss_cls: 0.1260, s1.acc: 91.5881, s1.loss_bbox: 0.1409, s1.loss_mask: 0.1212, s2.loss_cls: 0.0606, s2.acc: 91.7481, s2.loss_bbox: 0.0804, s2.loss_mask: 0.0568, loss: 1.5995 2022-05-12 07:52:23,237 - mmdet - INFO - Epoch [2][3700/7330] lr: 1.000e-04, eta: 4 days, 8:39:08, time: 1.466, data_time: 0.014, memory: 64354, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0398, loss_semantic_seg: 0.2572, s0.loss_cls: 0.2544, s0.acc: 91.5447, s0.loss_bbox: 0.1390, s0.loss_mask: 0.2587, s1.loss_cls: 0.1204, s1.acc: 91.9331, s1.loss_bbox: 0.1355, s1.loss_mask: 0.1197, s2.loss_cls: 0.0584, s2.acc: 91.9518, s2.loss_bbox: 0.0780, s2.loss_mask: 0.0556, loss: 1.5578 2022-05-12 07:53:35,540 - mmdet - INFO - Epoch [2][3750/7330] lr: 1.000e-04, eta: 4 days, 8:37:03, time: 1.446, data_time: 0.020, memory: 64354, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0390, loss_semantic_seg: 0.2691, s0.loss_cls: 0.2499, s0.acc: 91.6172, s0.loss_bbox: 0.1442, s0.loss_mask: 0.2603, s1.loss_cls: 0.1181, s1.acc: 92.1907, s1.loss_bbox: 0.1386, s1.loss_mask: 0.1196, s2.loss_cls: 0.0576, s2.acc: 92.2591, s2.loss_bbox: 0.0795, s2.loss_mask: 0.0550, loss: 1.5696 2022-05-12 07:54:48,494 - mmdet - INFO - Epoch [2][3800/7330] lr: 1.000e-04, eta: 4 days, 8:35:14, time: 1.459, data_time: 0.012, memory: 64354, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0396, loss_semantic_seg: 0.2664, s0.loss_cls: 0.2468, s0.acc: 91.6931, s0.loss_bbox: 0.1389, s0.loss_mask: 0.2499, s1.loss_cls: 0.1165, s1.acc: 92.0707, s1.loss_bbox: 0.1375, s1.loss_mask: 0.1151, s2.loss_cls: 0.0576, s2.acc: 92.0074, s2.loss_bbox: 0.0804, s2.loss_mask: 0.0532, loss: 1.5397 2022-05-12 07:56:01,769 - mmdet - INFO - Epoch [2][3850/7330] lr: 1.000e-04, eta: 4 days, 8:33:32, time: 1.465, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0385, loss_semantic_seg: 0.2617, s0.loss_cls: 0.2475, s0.acc: 91.8289, s0.loss_bbox: 0.1394, s0.loss_mask: 0.2594, s1.loss_cls: 0.1147, s1.acc: 92.3283, s1.loss_bbox: 0.1345, s1.loss_mask: 0.1206, s2.loss_cls: 0.0555, s2.acc: 92.4581, s2.loss_bbox: 0.0787, s2.loss_mask: 0.0560, loss: 1.5461 2022-05-12 07:57:14,912 - mmdet - INFO - Epoch [2][3900/7330] lr: 1.000e-04, eta: 4 days, 8:31:48, time: 1.463, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0392, loss_semantic_seg: 0.2652, s0.loss_cls: 0.2473, s0.acc: 91.7466, s0.loss_bbox: 0.1403, s0.loss_mask: 0.2660, s1.loss_cls: 0.1142, s1.acc: 92.3584, s1.loss_bbox: 0.1363, s1.loss_mask: 0.1235, s2.loss_cls: 0.0553, s2.acc: 92.4282, s2.loss_bbox: 0.0799, s2.loss_mask: 0.0574, loss: 1.5652 2022-05-12 07:58:27,655 - mmdet - INFO - Epoch [2][3950/7330] lr: 1.000e-04, eta: 4 days, 8:29:54, time: 1.455, data_time: 0.015, memory: 64354, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0419, loss_semantic_seg: 0.2590, s0.loss_cls: 0.2606, s0.acc: 91.1682, s0.loss_bbox: 0.1475, s0.loss_mask: 0.2629, s1.loss_cls: 0.1212, s1.acc: 91.7071, s1.loss_bbox: 0.1424, s1.loss_mask: 0.1228, s2.loss_cls: 0.0594, s2.acc: 91.8372, s2.loss_bbox: 0.0818, s2.loss_mask: 0.0565, loss: 1.6001 2022-05-12 07:59:40,190 - mmdet - INFO - Epoch [2][4000/7330] lr: 1.000e-04, eta: 4 days, 8:27:57, time: 1.451, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0397, loss_semantic_seg: 0.2655, s0.loss_cls: 0.2453, s0.acc: 91.8174, s0.loss_bbox: 0.1360, s0.loss_mask: 0.2554, s1.loss_cls: 0.1151, s1.acc: 92.2614, s1.loss_bbox: 0.1319, s1.loss_mask: 0.1186, s2.loss_cls: 0.0561, s2.acc: 92.2678, s2.loss_bbox: 0.0776, s2.loss_mask: 0.0543, loss: 1.5361 2022-05-12 08:00:52,377 - mmdet - INFO - Epoch [2][4050/7330] lr: 1.000e-04, eta: 4 days, 8:25:52, time: 1.444, data_time: 0.020, memory: 64354, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0416, loss_semantic_seg: 0.2715, s0.loss_cls: 0.2520, s0.acc: 91.6636, s0.loss_bbox: 0.1398, s0.loss_mask: 0.2553, s1.loss_cls: 0.1172, s1.acc: 92.2392, s1.loss_bbox: 0.1352, s1.loss_mask: 0.1174, s2.loss_cls: 0.0572, s2.acc: 92.2207, s2.loss_bbox: 0.0792, s2.loss_mask: 0.0545, loss: 1.5636 2022-05-12 08:02:04,329 - mmdet - INFO - Epoch [2][4100/7330] lr: 1.000e-04, eta: 4 days, 8:23:43, time: 1.439, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0383, loss_semantic_seg: 0.2686, s0.loss_cls: 0.2537, s0.acc: 91.4800, s0.loss_bbox: 0.1446, s0.loss_mask: 0.2635, s1.loss_cls: 0.1190, s1.acc: 91.9888, s1.loss_bbox: 0.1400, s1.loss_mask: 0.1218, s2.loss_cls: 0.0577, s2.acc: 92.0759, s2.loss_bbox: 0.0816, s2.loss_mask: 0.0563, loss: 1.5850 2022-05-12 08:03:16,777 - mmdet - INFO - Epoch [2][4150/7330] lr: 1.000e-04, eta: 4 days, 8:21:44, time: 1.449, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0375, loss_semantic_seg: 0.2605, s0.loss_cls: 0.2592, s0.acc: 91.2747, s0.loss_bbox: 0.1491, s0.loss_mask: 0.2568, s1.loss_cls: 0.1219, s1.acc: 91.6710, s1.loss_bbox: 0.1432, s1.loss_mask: 0.1189, s2.loss_cls: 0.0592, s2.acc: 91.7243, s2.loss_bbox: 0.0821, s2.loss_mask: 0.0553, loss: 1.5844 2022-05-12 08:04:29,510 - mmdet - INFO - Epoch [2][4200/7330] lr: 1.000e-04, eta: 4 days, 8:19:53, time: 1.455, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0404, loss_semantic_seg: 0.2652, s0.loss_cls: 0.2548, s0.acc: 91.5439, s0.loss_bbox: 0.1384, s0.loss_mask: 0.2572, s1.loss_cls: 0.1207, s1.acc: 91.8910, s1.loss_bbox: 0.1317, s1.loss_mask: 0.1186, s2.loss_cls: 0.0596, s2.acc: 91.9611, s2.loss_bbox: 0.0774, s2.loss_mask: 0.0550, loss: 1.5595 2022-05-12 08:05:42,711 - mmdet - INFO - Epoch [2][4250/7330] lr: 1.000e-04, eta: 4 days, 8:18:12, time: 1.464, data_time: 0.020, memory: 64354, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0393, loss_semantic_seg: 0.2626, s0.loss_cls: 0.2526, s0.acc: 91.6772, s0.loss_bbox: 0.1387, s0.loss_mask: 0.2562, s1.loss_cls: 0.1190, s1.acc: 92.0838, s1.loss_bbox: 0.1351, s1.loss_mask: 0.1187, s2.loss_cls: 0.0594, s2.acc: 91.9284, s2.loss_bbox: 0.0788, s2.loss_mask: 0.0554, loss: 1.5583 2022-05-12 08:06:55,760 - mmdet - INFO - Epoch [2][4300/7330] lr: 1.000e-04, eta: 4 days, 8:16:28, time: 1.461, data_time: 0.019, memory: 64354, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0406, loss_semantic_seg: 0.2613, s0.loss_cls: 0.2444, s0.acc: 92.0327, s0.loss_bbox: 0.1363, s0.loss_mask: 0.2560, s1.loss_cls: 0.1136, s1.acc: 92.5380, s1.loss_bbox: 0.1306, s1.loss_mask: 0.1188, s2.loss_cls: 0.0552, s2.acc: 92.5767, s2.loss_bbox: 0.0764, s2.loss_mask: 0.0549, loss: 1.5279 2022-05-12 08:08:09,300 - mmdet - INFO - Epoch [2][4350/7330] lr: 1.000e-04, eta: 4 days, 8:14:55, time: 1.471, data_time: 0.021, memory: 64354, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0420, loss_semantic_seg: 0.2630, s0.loss_cls: 0.2536, s0.acc: 91.4448, s0.loss_bbox: 0.1446, s0.loss_mask: 0.2580, s1.loss_cls: 0.1182, s1.acc: 91.9855, s1.loss_bbox: 0.1390, s1.loss_mask: 0.1193, s2.loss_cls: 0.0574, s2.acc: 92.0835, s2.loss_bbox: 0.0814, s2.loss_mask: 0.0556, loss: 1.5736 2022-05-12 08:09:22,227 - mmdet - INFO - Epoch [2][4400/7330] lr: 1.000e-04, eta: 4 days, 8:13:09, time: 1.459, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0389, loss_semantic_seg: 0.2585, s0.loss_cls: 0.2450, s0.acc: 91.7766, s0.loss_bbox: 0.1390, s0.loss_mask: 0.2541, s1.loss_cls: 0.1152, s1.acc: 92.1786, s1.loss_bbox: 0.1338, s1.loss_mask: 0.1174, s2.loss_cls: 0.0563, s2.acc: 92.3104, s2.loss_bbox: 0.0787, s2.loss_mask: 0.0543, loss: 1.5331 2022-05-12 08:10:35,011 - mmdet - INFO - Epoch [2][4450/7330] lr: 1.000e-04, eta: 4 days, 8:11:20, time: 1.456, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0417, loss_semantic_seg: 0.2695, s0.loss_cls: 0.2606, s0.acc: 91.3347, s0.loss_bbox: 0.1425, s0.loss_mask: 0.2510, s1.loss_cls: 0.1225, s1.acc: 91.8623, s1.loss_bbox: 0.1358, s1.loss_mask: 0.1162, s2.loss_cls: 0.0588, s2.acc: 91.9688, s2.loss_bbox: 0.0805, s2.loss_mask: 0.0543, loss: 1.5729 2022-05-12 08:11:48,019 - mmdet - INFO - Epoch [2][4500/7330] lr: 1.000e-04, eta: 4 days, 8:09:36, time: 1.460, data_time: 0.018, memory: 64354, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0406, loss_semantic_seg: 0.2599, s0.loss_cls: 0.2578, s0.acc: 91.3262, s0.loss_bbox: 0.1453, s0.loss_mask: 0.2591, s1.loss_cls: 0.1208, s1.acc: 91.8011, s1.loss_bbox: 0.1428, s1.loss_mask: 0.1204, s2.loss_cls: 0.0589, s2.acc: 91.9218, s2.loss_bbox: 0.0829, s2.loss_mask: 0.0559, loss: 1.5846 2022-05-12 08:12:59,111 - mmdet - INFO - Epoch [2][4550/7330] lr: 1.000e-04, eta: 4 days, 8:07:11, time: 1.422, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0386, loss_semantic_seg: 0.2699, s0.loss_cls: 0.2497, s0.acc: 91.7029, s0.loss_bbox: 0.1389, s0.loss_mask: 0.2577, s1.loss_cls: 0.1160, s1.acc: 92.2389, s1.loss_bbox: 0.1345, s1.loss_mask: 0.1190, s2.loss_cls: 0.0563, s2.acc: 92.2847, s2.loss_bbox: 0.0777, s2.loss_mask: 0.0554, loss: 1.5573 2022-05-12 08:14:11,278 - mmdet - INFO - Epoch [2][4600/7330] lr: 1.000e-04, eta: 4 days, 8:05:11, time: 1.443, data_time: 0.014, memory: 64354, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0420, loss_semantic_seg: 0.2595, s0.loss_cls: 0.2553, s0.acc: 91.5261, s0.loss_bbox: 0.1431, s0.loss_mask: 0.2555, s1.loss_cls: 0.1208, s1.acc: 91.9255, s1.loss_bbox: 0.1394, s1.loss_mask: 0.1182, s2.loss_cls: 0.0600, s2.acc: 91.8258, s2.loss_bbox: 0.0818, s2.loss_mask: 0.0549, loss: 1.5707 2022-05-12 08:15:23,635 - mmdet - INFO - Epoch [2][4650/7330] lr: 1.000e-04, eta: 4 days, 8:03:14, time: 1.447, data_time: 0.022, memory: 64354, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0383, loss_semantic_seg: 0.2556, s0.loss_cls: 0.2437, s0.acc: 91.6873, s0.loss_bbox: 0.1386, s0.loss_mask: 0.2548, s1.loss_cls: 0.1140, s1.acc: 92.1971, s1.loss_bbox: 0.1335, s1.loss_mask: 0.1185, s2.loss_cls: 0.0559, s2.acc: 92.2087, s2.loss_bbox: 0.0777, s2.loss_mask: 0.0551, loss: 1.5246 2022-05-12 08:16:36,591 - mmdet - INFO - Epoch [2][4700/7330] lr: 1.000e-04, eta: 4 days, 8:01:30, time: 1.459, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0380, loss_semantic_seg: 0.2562, s0.loss_cls: 0.2470, s0.acc: 91.8186, s0.loss_bbox: 0.1373, s0.loss_mask: 0.2522, s1.loss_cls: 0.1153, s1.acc: 92.3209, s1.loss_bbox: 0.1335, s1.loss_mask: 0.1169, s2.loss_cls: 0.0573, s2.acc: 92.1941, s2.loss_bbox: 0.0782, s2.loss_mask: 0.0544, loss: 1.5221 2022-05-12 08:17:49,306 - mmdet - INFO - Epoch [2][4750/7330] lr: 1.000e-04, eta: 4 days, 7:59:42, time: 1.454, data_time: 0.021, memory: 64354, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0373, loss_semantic_seg: 0.2537, s0.loss_cls: 0.2373, s0.acc: 92.0291, s0.loss_bbox: 0.1351, s0.loss_mask: 0.2469, s1.loss_cls: 0.1114, s1.acc: 92.4284, s1.loss_bbox: 0.1340, s1.loss_mask: 0.1149, s2.loss_cls: 0.0541, s2.acc: 92.5533, s2.loss_bbox: 0.0787, s2.loss_mask: 0.0538, loss: 1.4939 2022-05-12 08:19:01,990 - mmdet - INFO - Epoch [2][4800/7330] lr: 1.000e-04, eta: 4 days, 7:57:53, time: 1.454, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0375, loss_semantic_seg: 0.2577, s0.loss_cls: 0.2381, s0.acc: 92.1350, s0.loss_bbox: 0.1331, s0.loss_mask: 0.2526, s1.loss_cls: 0.1106, s1.acc: 92.7105, s1.loss_bbox: 0.1283, s1.loss_mask: 0.1169, s2.loss_cls: 0.0545, s2.acc: 92.7283, s2.loss_bbox: 0.0756, s2.loss_mask: 0.0542, loss: 1.4980 2022-05-12 08:20:14,988 - mmdet - INFO - Epoch [2][4850/7330] lr: 1.000e-04, eta: 4 days, 7:56:11, time: 1.460, data_time: 0.018, memory: 64354, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0421, loss_semantic_seg: 0.2637, s0.loss_cls: 0.2500, s0.acc: 91.6709, s0.loss_bbox: 0.1386, s0.loss_mask: 0.2523, s1.loss_cls: 0.1171, s1.acc: 92.2255, s1.loss_bbox: 0.1337, s1.loss_mask: 0.1175, s2.loss_cls: 0.0570, s2.acc: 92.3309, s2.loss_bbox: 0.0792, s2.loss_mask: 0.0547, loss: 1.5456 2022-05-12 08:21:28,181 - mmdet - INFO - Epoch [2][4900/7330] lr: 1.000e-04, eta: 4 days, 7:54:34, time: 1.464, data_time: 0.020, memory: 64354, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0398, loss_semantic_seg: 0.2686, s0.loss_cls: 0.2505, s0.acc: 91.5723, s0.loss_bbox: 0.1423, s0.loss_mask: 0.2544, s1.loss_cls: 0.1176, s1.acc: 92.0618, s1.loss_bbox: 0.1359, s1.loss_mask: 0.1182, s2.loss_cls: 0.0575, s2.acc: 92.0949, s2.loss_bbox: 0.0796, s2.loss_mask: 0.0552, loss: 1.5604 2022-05-12 08:22:41,499 - mmdet - INFO - Epoch [2][4950/7330] lr: 1.000e-04, eta: 4 days, 7:52:59, time: 1.466, data_time: 0.018, memory: 64354, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0385, loss_semantic_seg: 0.2614, s0.loss_cls: 0.2287, s0.acc: 92.2207, s0.loss_bbox: 0.1305, s0.loss_mask: 0.2470, s1.loss_cls: 0.1085, s1.acc: 92.5804, s1.loss_bbox: 0.1305, s1.loss_mask: 0.1157, s2.loss_cls: 0.0537, s2.acc: 92.5094, s2.loss_bbox: 0.0770, s2.loss_mask: 0.0538, loss: 1.4840 2022-05-12 08:23:53,804 - mmdet - INFO - Epoch [2][5000/7330] lr: 1.000e-04, eta: 4 days, 7:51:03, time: 1.446, data_time: 0.015, memory: 64354, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0401, loss_semantic_seg: 0.2555, s0.loss_cls: 0.2434, s0.acc: 91.8499, s0.loss_bbox: 0.1335, s0.loss_mask: 0.2516, s1.loss_cls: 0.1133, s1.acc: 92.3751, s1.loss_bbox: 0.1315, s1.loss_mask: 0.1173, s2.loss_cls: 0.0556, s2.acc: 92.2868, s2.loss_bbox: 0.0777, s2.loss_mask: 0.0545, loss: 1.5144 2022-05-12 08:25:06,185 - mmdet - INFO - Epoch [2][5050/7330] lr: 1.000e-04, eta: 4 days, 7:49:10, time: 1.448, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0403, loss_semantic_seg: 0.2574, s0.loss_cls: 0.2469, s0.acc: 91.7363, s0.loss_bbox: 0.1393, s0.loss_mask: 0.2503, s1.loss_cls: 0.1157, s1.acc: 92.3253, s1.loss_bbox: 0.1338, s1.loss_mask: 0.1155, s2.loss_cls: 0.0567, s2.acc: 92.1745, s2.loss_bbox: 0.0791, s2.loss_mask: 0.0539, loss: 1.5301 2022-05-12 08:26:18,399 - mmdet - INFO - Epoch [2][5100/7330] lr: 1.000e-04, eta: 4 days, 7:47:13, time: 1.444, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0376, loss_semantic_seg: 0.2616, s0.loss_cls: 0.2392, s0.acc: 91.9856, s0.loss_bbox: 0.1335, s0.loss_mask: 0.2489, s1.loss_cls: 0.1132, s1.acc: 92.3574, s1.loss_bbox: 0.1310, s1.loss_mask: 0.1159, s2.loss_cls: 0.0556, s2.acc: 92.2064, s2.loss_bbox: 0.0780, s2.loss_mask: 0.0544, loss: 1.5043 2022-05-12 08:27:32,107 - mmdet - INFO - Epoch [2][5150/7330] lr: 1.000e-04, eta: 4 days, 7:45:47, time: 1.474, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0384, loss_semantic_seg: 0.2555, s0.loss_cls: 0.2442, s0.acc: 91.7717, s0.loss_bbox: 0.1398, s0.loss_mask: 0.2522, s1.loss_cls: 0.1158, s1.acc: 92.2171, s1.loss_bbox: 0.1348, s1.loss_mask: 0.1168, s2.loss_cls: 0.0570, s2.acc: 92.2328, s2.loss_bbox: 0.0795, s2.loss_mask: 0.0547, loss: 1.5275 2022-05-12 08:28:44,763 - mmdet - INFO - Epoch [2][5200/7330] lr: 1.000e-04, eta: 4 days, 7:44:00, time: 1.453, data_time: 0.015, memory: 64354, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0396, loss_semantic_seg: 0.2630, s0.loss_cls: 0.2571, s0.acc: 91.3452, s0.loss_bbox: 0.1427, s0.loss_mask: 0.2561, s1.loss_cls: 0.1212, s1.acc: 91.8130, s1.loss_bbox: 0.1360, s1.loss_mask: 0.1191, s2.loss_cls: 0.0597, s2.acc: 91.8159, s2.loss_bbox: 0.0794, s2.loss_mask: 0.0553, loss: 1.5694 2022-05-12 08:29:58,575 - mmdet - INFO - Epoch [2][5250/7330] lr: 1.000e-04, eta: 4 days, 7:42:36, time: 1.476, data_time: 0.016, memory: 64354, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0386, loss_semantic_seg: 0.2549, s0.loss_cls: 0.2412, s0.acc: 91.7566, s0.loss_bbox: 0.1358, s0.loss_mask: 0.2460, s1.loss_cls: 0.1122, s1.acc: 92.3891, s1.loss_bbox: 0.1333, s1.loss_mask: 0.1154, s2.loss_cls: 0.0557, s2.acc: 92.2663, s2.loss_bbox: 0.0795, s2.loss_mask: 0.0538, loss: 1.5043 2022-05-12 08:31:12,028 - mmdet - INFO - Epoch [2][5300/7330] lr: 1.000e-04, eta: 4 days, 7:41:04, time: 1.468, data_time: 0.015, memory: 64354, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0381, loss_semantic_seg: 0.2661, s0.loss_cls: 0.2385, s0.acc: 92.1843, s0.loss_bbox: 0.1335, s0.loss_mask: 0.2593, s1.loss_cls: 0.1119, s1.acc: 92.6124, s1.loss_bbox: 0.1310, s1.loss_mask: 0.1210, s2.loss_cls: 0.0542, s2.acc: 92.7092, s2.loss_bbox: 0.0743, s2.loss_mask: 0.0559, loss: 1.5210 2022-05-12 08:32:24,467 - mmdet - INFO - Epoch [2][5350/7330] lr: 1.000e-04, eta: 4 days, 7:39:14, time: 1.450, data_time: 0.022, memory: 64354, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0372, loss_semantic_seg: 0.2571, s0.loss_cls: 0.2447, s0.acc: 91.7720, s0.loss_bbox: 0.1375, s0.loss_mask: 0.2518, s1.loss_cls: 0.1148, s1.acc: 92.2984, s1.loss_bbox: 0.1334, s1.loss_mask: 0.1165, s2.loss_cls: 0.0557, s2.acc: 92.4362, s2.loss_bbox: 0.0783, s2.loss_mask: 0.0542, loss: 1.5182 2022-05-12 08:33:36,443 - mmdet - INFO - Epoch [2][5400/7330] lr: 1.000e-04, eta: 4 days, 7:37:15, time: 1.439, data_time: 0.015, memory: 64354, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0372, loss_semantic_seg: 0.2547, s0.loss_cls: 0.2343, s0.acc: 92.0530, s0.loss_bbox: 0.1341, s0.loss_mask: 0.2551, s1.loss_cls: 0.1091, s1.acc: 92.5844, s1.loss_bbox: 0.1319, s1.loss_mask: 0.1191, s2.loss_cls: 0.0524, s2.acc: 92.7544, s2.loss_bbox: 0.0768, s2.loss_mask: 0.0553, loss: 1.5002 2022-05-12 08:34:48,694 - mmdet - INFO - Epoch [2][5450/7330] lr: 1.000e-04, eta: 4 days, 7:35:20, time: 1.445, data_time: 0.017, memory: 64354, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0388, loss_semantic_seg: 0.2567, s0.loss_cls: 0.2409, s0.acc: 91.9106, s0.loss_bbox: 0.1345, s0.loss_mask: 0.2545, s1.loss_cls: 0.1129, s1.acc: 92.4294, s1.loss_bbox: 0.1310, s1.loss_mask: 0.1173, s2.loss_cls: 0.0548, s2.acc: 92.4454, s2.loss_bbox: 0.0763, s2.loss_mask: 0.0553, loss: 1.5088 2022-05-12 08:36:02,192 - mmdet - INFO - Epoch [2][5500/7330] lr: 1.000e-04, eta: 4 days, 7:33:51, time: 1.470, data_time: 0.015, memory: 64354, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0404, loss_semantic_seg: 0.2466, s0.loss_cls: 0.2427, s0.acc: 91.7007, s0.loss_bbox: 0.1426, s0.loss_mask: 0.2593, s1.loss_cls: 0.1134, s1.acc: 92.3024, s1.loss_bbox: 0.1371, s1.loss_mask: 0.1199, s2.loss_cls: 0.0557, s2.acc: 92.2738, s2.loss_bbox: 0.0792, s2.loss_mask: 0.0560, loss: 1.5379 2022-05-12 08:37:14,191 - mmdet - INFO - Epoch [2][5550/7330] lr: 1.000e-04, eta: 4 days, 7:31:53, time: 1.440, data_time: 0.018, memory: 64354, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0448, loss_semantic_seg: 0.2544, s0.loss_cls: 0.2415, s0.acc: 91.7683, s0.loss_bbox: 0.1367, s0.loss_mask: 0.2555, s1.loss_cls: 0.1123, s1.acc: 92.2764, s1.loss_bbox: 0.1310, s1.loss_mask: 0.1190, s2.loss_cls: 0.0547, s2.acc: 92.3084, s2.loss_bbox: 0.0773, s2.loss_mask: 0.0555, loss: 1.5232 2022-05-12 08:38:26,779 - mmdet - INFO - Epoch [2][5600/7330] lr: 1.000e-04, eta: 4 days, 7:30:07, time: 1.452, data_time: 0.015, memory: 64354, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0366, loss_semantic_seg: 0.2560, s0.loss_cls: 0.2408, s0.acc: 91.9468, s0.loss_bbox: 0.1311, s0.loss_mask: 0.2408, s1.loss_cls: 0.1132, s1.acc: 92.4099, s1.loss_bbox: 0.1294, s1.loss_mask: 0.1119, s2.loss_cls: 0.0557, s2.acc: 92.4133, s2.loss_bbox: 0.0780, s2.loss_mask: 0.0526, loss: 1.4824 2022-05-12 08:39:38,935 - mmdet - INFO - Epoch [2][5650/7330] lr: 1.000e-04, eta: 4 days, 7:28:13, time: 1.443, data_time: 0.015, memory: 64629, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0374, loss_semantic_seg: 0.2461, s0.loss_cls: 0.2381, s0.acc: 91.9451, s0.loss_bbox: 0.1373, s0.loss_mask: 0.2510, s1.loss_cls: 0.1109, s1.acc: 92.5430, s1.loss_bbox: 0.1347, s1.loss_mask: 0.1172, s2.loss_cls: 0.0545, s2.acc: 92.5754, s2.loss_bbox: 0.0796, s2.loss_mask: 0.0548, loss: 1.4994 2022-05-12 08:40:52,120 - mmdet - INFO - Epoch [2][5700/7330] lr: 1.000e-04, eta: 4 days, 7:26:38, time: 1.463, data_time: 0.016, memory: 64629, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0405, loss_semantic_seg: 0.2475, s0.loss_cls: 0.2426, s0.acc: 91.8140, s0.loss_bbox: 0.1332, s0.loss_mask: 0.2504, s1.loss_cls: 0.1132, s1.acc: 92.2953, s1.loss_bbox: 0.1314, s1.loss_mask: 0.1173, s2.loss_cls: 0.0558, s2.acc: 92.1944, s2.loss_bbox: 0.0776, s2.loss_mask: 0.0550, loss: 1.5013 2022-05-12 08:42:04,879 - mmdet - INFO - Epoch [2][5750/7330] lr: 1.000e-04, eta: 4 days, 7:24:56, time: 1.455, data_time: 0.018, memory: 64629, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0416, loss_semantic_seg: 0.2612, s0.loss_cls: 0.2412, s0.acc: 92.0671, s0.loss_bbox: 0.1372, s0.loss_mask: 0.2554, s1.loss_cls: 0.1127, s1.acc: 92.4915, s1.loss_bbox: 0.1322, s1.loss_mask: 0.1190, s2.loss_cls: 0.0551, s2.acc: 92.4715, s2.loss_bbox: 0.0767, s2.loss_mask: 0.0554, loss: 1.5272 2022-05-12 08:43:18,168 - mmdet - INFO - Epoch [2][5800/7330] lr: 1.000e-04, eta: 4 days, 7:23:24, time: 1.466, data_time: 0.013, memory: 64629, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0385, loss_semantic_seg: 0.2554, s0.loss_cls: 0.2485, s0.acc: 91.8340, s0.loss_bbox: 0.1345, s0.loss_mask: 0.2440, s1.loss_cls: 0.1175, s1.acc: 92.2840, s1.loss_bbox: 0.1318, s1.loss_mask: 0.1127, s2.loss_cls: 0.0570, s2.acc: 92.3010, s2.loss_bbox: 0.0773, s2.loss_mask: 0.0529, loss: 1.5073 2022-05-12 08:44:30,700 - mmdet - INFO - Epoch [2][5850/7330] lr: 1.000e-04, eta: 4 days, 7:21:37, time: 1.451, data_time: 0.016, memory: 64629, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0391, loss_semantic_seg: 0.2568, s0.loss_cls: 0.2344, s0.acc: 92.1509, s0.loss_bbox: 0.1318, s0.loss_mask: 0.2481, s1.loss_cls: 0.1118, s1.acc: 92.5837, s1.loss_bbox: 0.1306, s1.loss_mask: 0.1158, s2.loss_cls: 0.0546, s2.acc: 92.5417, s2.loss_bbox: 0.0773, s2.loss_mask: 0.0540, loss: 1.4922 2022-05-12 08:45:43,468 - mmdet - INFO - Epoch [2][5900/7330] lr: 1.000e-04, eta: 4 days, 7:19:56, time: 1.456, data_time: 0.018, memory: 64629, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0388, loss_semantic_seg: 0.2422, s0.loss_cls: 0.2309, s0.acc: 92.1311, s0.loss_bbox: 0.1295, s0.loss_mask: 0.2450, s1.loss_cls: 0.1082, s1.acc: 92.7337, s1.loss_bbox: 0.1270, s1.loss_mask: 0.1145, s2.loss_cls: 0.0541, s2.acc: 92.5830, s2.loss_bbox: 0.0773, s2.loss_mask: 0.0537, loss: 1.4582 2022-05-12 08:46:55,477 - mmdet - INFO - Epoch [2][5950/7330] lr: 1.000e-04, eta: 4 days, 7:18:00, time: 1.440, data_time: 0.014, memory: 64629, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0366, loss_semantic_seg: 0.2615, s0.loss_cls: 0.2338, s0.acc: 92.0068, s0.loss_bbox: 0.1295, s0.loss_mask: 0.2445, s1.loss_cls: 0.1110, s1.acc: 92.2824, s1.loss_bbox: 0.1301, s1.loss_mask: 0.1128, s2.loss_cls: 0.0546, s2.acc: 92.3491, s2.loss_bbox: 0.0767, s2.loss_mask: 0.0521, loss: 1.4821 2022-05-12 08:48:08,609 - mmdet - INFO - Epoch [2][6000/7330] lr: 1.000e-04, eta: 4 days, 7:16:26, time: 1.462, data_time: 0.014, memory: 64629, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0385, loss_semantic_seg: 0.2564, s0.loss_cls: 0.2376, s0.acc: 91.8989, s0.loss_bbox: 0.1326, s0.loss_mask: 0.2434, s1.loss_cls: 0.1117, s1.acc: 92.4023, s1.loss_bbox: 0.1279, s1.loss_mask: 0.1129, s2.loss_cls: 0.0551, s2.acc: 92.3138, s2.loss_bbox: 0.0764, s2.loss_mask: 0.0526, loss: 1.4827 2022-05-12 08:49:21,656 - mmdet - INFO - Epoch [2][6050/7330] lr: 1.000e-04, eta: 4 days, 7:14:50, time: 1.461, data_time: 0.020, memory: 64629, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0389, loss_semantic_seg: 0.2605, s0.loss_cls: 0.2462, s0.acc: 91.8333, s0.loss_bbox: 0.1348, s0.loss_mask: 0.2521, s1.loss_cls: 0.1155, s1.acc: 92.3141, s1.loss_bbox: 0.1332, s1.loss_mask: 0.1172, s2.loss_cls: 0.0559, s2.acc: 92.3337, s2.loss_bbox: 0.0793, s2.loss_mask: 0.0542, loss: 1.5298 2022-05-12 08:50:34,279 - mmdet - INFO - Epoch [2][6100/7330] lr: 1.000e-04, eta: 4 days, 7:13:07, time: 1.453, data_time: 0.018, memory: 64629, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0390, loss_semantic_seg: 0.2526, s0.loss_cls: 0.2367, s0.acc: 91.9922, s0.loss_bbox: 0.1319, s0.loss_mask: 0.2434, s1.loss_cls: 0.1118, s1.acc: 92.4335, s1.loss_bbox: 0.1295, s1.loss_mask: 0.1125, s2.loss_cls: 0.0542, s2.acc: 92.5035, s2.loss_bbox: 0.0769, s2.loss_mask: 0.0525, loss: 1.4795 2022-05-12 08:51:46,948 - mmdet - INFO - Epoch [2][6150/7330] lr: 1.000e-04, eta: 4 days, 7:11:25, time: 1.453, data_time: 0.020, memory: 64629, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0385, loss_semantic_seg: 0.2530, s0.loss_cls: 0.2302, s0.acc: 92.2009, s0.loss_bbox: 0.1326, s0.loss_mask: 0.2488, s1.loss_cls: 0.1086, s1.acc: 92.5611, s1.loss_bbox: 0.1299, s1.loss_mask: 0.1156, s2.loss_cls: 0.0526, s2.acc: 92.6031, s2.loss_bbox: 0.0764, s2.loss_mask: 0.0540, loss: 1.4795 2022-05-12 08:52:59,347 - mmdet - INFO - Epoch [2][6200/7330] lr: 1.000e-04, eta: 4 days, 7:09:37, time: 1.448, data_time: 0.016, memory: 64629, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0379, loss_semantic_seg: 0.2337, s0.loss_cls: 0.2273, s0.acc: 92.1782, s0.loss_bbox: 0.1322, s0.loss_mask: 0.2478, s1.loss_cls: 0.1074, s1.acc: 92.6596, s1.loss_bbox: 0.1327, s1.loss_mask: 0.1154, s2.loss_cls: 0.0534, s2.acc: 92.4401, s2.loss_bbox: 0.0795, s2.loss_mask: 0.0537, loss: 1.4568 2022-05-12 08:54:12,698 - mmdet - INFO - Epoch [2][6250/7330] lr: 1.000e-04, eta: 4 days, 7:08:08, time: 1.467, data_time: 0.016, memory: 64629, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0383, loss_semantic_seg: 0.2592, s0.loss_cls: 0.2420, s0.acc: 91.8372, s0.loss_bbox: 0.1369, s0.loss_mask: 0.2528, s1.loss_cls: 0.1138, s1.acc: 92.3202, s1.loss_bbox: 0.1332, s1.loss_mask: 0.1174, s2.loss_cls: 0.0557, s2.acc: 92.2592, s2.loss_bbox: 0.0786, s2.loss_mask: 0.0551, loss: 1.5200 2022-05-12 08:55:25,232 - mmdet - INFO - Epoch [2][6300/7330] lr: 1.000e-04, eta: 4 days, 7:06:24, time: 1.451, data_time: 0.014, memory: 64629, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0371, loss_semantic_seg: 0.2514, s0.loss_cls: 0.2247, s0.acc: 92.4399, s0.loss_bbox: 0.1277, s0.loss_mask: 0.2467, s1.loss_cls: 0.1055, s1.acc: 92.9630, s1.loss_bbox: 0.1267, s1.loss_mask: 0.1149, s2.loss_cls: 0.0521, s2.acc: 92.8317, s2.loss_bbox: 0.0755, s2.loss_mask: 0.0534, loss: 1.4521 2022-05-12 08:56:39,052 - mmdet - INFO - Epoch [2][6350/7330] lr: 1.000e-04, eta: 4 days, 7:05:03, time: 1.476, data_time: 0.023, memory: 64629, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0396, loss_semantic_seg: 0.2497, s0.loss_cls: 0.2231, s0.acc: 92.1379, s0.loss_bbox: 0.1339, s0.loss_mask: 0.2458, s1.loss_cls: 0.1047, s1.acc: 92.5787, s1.loss_bbox: 0.1323, s1.loss_mask: 0.1134, s2.loss_cls: 0.0518, s2.acc: 92.5436, s2.loss_bbox: 0.0775, s2.loss_mask: 0.0528, loss: 1.4612 2022-05-12 08:57:51,957 - mmdet - INFO - Epoch [2][6400/7330] lr: 1.000e-04, eta: 4 days, 7:03:26, time: 1.458, data_time: 0.018, memory: 64629, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0384, loss_semantic_seg: 0.2509, s0.loss_cls: 0.2267, s0.acc: 92.3618, s0.loss_bbox: 0.1297, s0.loss_mask: 0.2457, s1.loss_cls: 0.1061, s1.acc: 92.7647, s1.loss_bbox: 0.1268, s1.loss_mask: 0.1133, s2.loss_cls: 0.0516, s2.acc: 92.7722, s2.loss_bbox: 0.0743, s2.loss_mask: 0.0527, loss: 1.4544 2022-05-12 08:59:04,641 - mmdet - INFO - Epoch [2][6450/7330] lr: 1.000e-04, eta: 4 days, 7:01:45, time: 1.453, data_time: 0.016, memory: 64629, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0409, loss_semantic_seg: 0.2507, s0.loss_cls: 0.2395, s0.acc: 91.9783, s0.loss_bbox: 0.1368, s0.loss_mask: 0.2485, s1.loss_cls: 0.1109, s1.acc: 92.5347, s1.loss_bbox: 0.1343, s1.loss_mask: 0.1149, s2.loss_cls: 0.0543, s2.acc: 92.5585, s2.loss_bbox: 0.0788, s2.loss_mask: 0.0533, loss: 1.5025 2022-05-12 09:00:17,415 - mmdet - INFO - Epoch [2][6500/7330] lr: 1.000e-04, eta: 4 days, 7:00:06, time: 1.455, data_time: 0.015, memory: 64629, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0365, loss_semantic_seg: 0.2386, s0.loss_cls: 0.2356, s0.acc: 92.0046, s0.loss_bbox: 0.1358, s0.loss_mask: 0.2453, s1.loss_cls: 0.1104, s1.acc: 92.5561, s1.loss_bbox: 0.1346, s1.loss_mask: 0.1139, s2.loss_cls: 0.0541, s2.acc: 92.4981, s2.loss_bbox: 0.0784, s2.loss_mask: 0.0531, loss: 1.4732 2022-05-12 09:01:29,646 - mmdet - INFO - Epoch [2][6550/7330] lr: 1.000e-04, eta: 4 days, 6:58:17, time: 1.444, data_time: 0.015, memory: 64629, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0380, loss_semantic_seg: 0.2434, s0.loss_cls: 0.2473, s0.acc: 91.6355, s0.loss_bbox: 0.1392, s0.loss_mask: 0.2588, s1.loss_cls: 0.1161, s1.acc: 92.0488, s1.loss_bbox: 0.1367, s1.loss_mask: 0.1210, s2.loss_cls: 0.0568, s2.acc: 92.1664, s2.loss_bbox: 0.0785, s2.loss_mask: 0.0566, loss: 1.5315 2022-05-12 09:02:43,321 - mmdet - INFO - Epoch [2][6600/7330] lr: 1.000e-04, eta: 4 days, 6:56:55, time: 1.474, data_time: 0.015, memory: 64629, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0388, loss_semantic_seg: 0.2486, s0.loss_cls: 0.2495, s0.acc: 91.5994, s0.loss_bbox: 0.1365, s0.loss_mask: 0.2509, s1.loss_cls: 0.1157, s1.acc: 92.1509, s1.loss_bbox: 0.1329, s1.loss_mask: 0.1156, s2.loss_cls: 0.0574, s2.acc: 92.0829, s2.loss_bbox: 0.0787, s2.loss_mask: 0.0537, loss: 1.5144 2022-05-12 09:03:55,963 - mmdet - INFO - Epoch [2][6650/7330] lr: 1.000e-04, eta: 4 days, 6:55:14, time: 1.453, data_time: 0.023, memory: 64629, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0382, loss_semantic_seg: 0.2626, s0.loss_cls: 0.2352, s0.acc: 92.0349, s0.loss_bbox: 0.1323, s0.loss_mask: 0.2422, s1.loss_cls: 0.1110, s1.acc: 92.4375, s1.loss_bbox: 0.1283, s1.loss_mask: 0.1127, s2.loss_cls: 0.0536, s2.acc: 92.6170, s2.loss_bbox: 0.0739, s2.loss_mask: 0.0524, loss: 1.4809 2022-05-12 09:05:08,068 - mmdet - INFO - Epoch [2][6700/7330] lr: 1.000e-04, eta: 4 days, 6:53:24, time: 1.442, data_time: 0.012, memory: 64629, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0363, loss_semantic_seg: 0.2414, s0.loss_cls: 0.2323, s0.acc: 92.1221, s0.loss_bbox: 0.1301, s0.loss_mask: 0.2428, s1.loss_cls: 0.1096, s1.acc: 92.5846, s1.loss_bbox: 0.1265, s1.loss_mask: 0.1123, s2.loss_cls: 0.0539, s2.acc: 92.6438, s2.loss_bbox: 0.0752, s2.loss_mask: 0.0524, loss: 1.4477 2022-05-12 09:06:20,900 - mmdet - INFO - Epoch [2][6750/7330] lr: 1.000e-04, eta: 4 days, 6:51:47, time: 1.457, data_time: 0.016, memory: 64629, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0371, loss_semantic_seg: 0.2468, s0.loss_cls: 0.2245, s0.acc: 92.4700, s0.loss_bbox: 0.1271, s0.loss_mask: 0.2424, s1.loss_cls: 0.1052, s1.acc: 92.9758, s1.loss_bbox: 0.1272, s1.loss_mask: 0.1127, s2.loss_cls: 0.0523, s2.acc: 92.7567, s2.loss_bbox: 0.0744, s2.loss_mask: 0.0519, loss: 1.4374 2022-05-12 09:07:32,332 - mmdet - INFO - Epoch [2][6800/7330] lr: 1.000e-04, eta: 4 days, 6:49:46, time: 1.429, data_time: 0.016, memory: 64629, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0372, loss_semantic_seg: 0.2469, s0.loss_cls: 0.2340, s0.acc: 92.1680, s0.loss_bbox: 0.1322, s0.loss_mask: 0.2452, s1.loss_cls: 0.1082, s1.acc: 92.6866, s1.loss_bbox: 0.1281, s1.loss_mask: 0.1138, s2.loss_cls: 0.0522, s2.acc: 92.6634, s2.loss_bbox: 0.0754, s2.loss_mask: 0.0526, loss: 1.4652 2022-05-12 09:08:44,414 - mmdet - INFO - Epoch [2][6850/7330] lr: 1.000e-04, eta: 4 days, 6:47:56, time: 1.442, data_time: 0.013, memory: 64629, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0348, loss_semantic_seg: 0.2515, s0.loss_cls: 0.2239, s0.acc: 92.4954, s0.loss_bbox: 0.1262, s0.loss_mask: 0.2490, s1.loss_cls: 0.1058, s1.acc: 92.8464, s1.loss_bbox: 0.1265, s1.loss_mask: 0.1152, s2.loss_cls: 0.0532, s2.acc: 92.6557, s2.loss_bbox: 0.0748, s2.loss_mask: 0.0536, loss: 1.4481 2022-05-12 09:09:57,880 - mmdet - INFO - Epoch [2][6900/7330] lr: 1.000e-04, eta: 4 days, 6:46:30, time: 1.469, data_time: 0.018, memory: 64629, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0399, loss_semantic_seg: 0.2535, s0.loss_cls: 0.2390, s0.acc: 91.8826, s0.loss_bbox: 0.1364, s0.loss_mask: 0.2605, s1.loss_cls: 0.1131, s1.acc: 92.2899, s1.loss_bbox: 0.1342, s1.loss_mask: 0.1218, s2.loss_cls: 0.0552, s2.acc: 92.2923, s2.loss_bbox: 0.0785, s2.loss_mask: 0.0567, loss: 1.5293 2022-05-12 09:11:09,712 - mmdet - INFO - Epoch [2][6950/7330] lr: 1.000e-04, eta: 4 days, 6:44:36, time: 1.437, data_time: 0.018, memory: 64629, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0384, loss_semantic_seg: 0.2569, s0.loss_cls: 0.2479, s0.acc: 91.7812, s0.loss_bbox: 0.1339, s0.loss_mask: 0.2524, s1.loss_cls: 0.1163, s1.acc: 92.2578, s1.loss_bbox: 0.1329, s1.loss_mask: 0.1169, s2.loss_cls: 0.0577, s2.acc: 92.2136, s2.loss_bbox: 0.0774, s2.loss_mask: 0.0539, loss: 1.5226 2022-05-12 09:12:21,764 - mmdet - INFO - Epoch [2][7000/7330] lr: 1.000e-04, eta: 4 days, 6:42:47, time: 1.441, data_time: 0.016, memory: 64629, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0385, loss_semantic_seg: 0.2526, s0.loss_cls: 0.2248, s0.acc: 92.3167, s0.loss_bbox: 0.1312, s0.loss_mask: 0.2485, s1.loss_cls: 0.1038, s1.acc: 92.9686, s1.loss_bbox: 0.1270, s1.loss_mask: 0.1156, s2.loss_cls: 0.0511, s2.acc: 92.8627, s2.loss_bbox: 0.0747, s2.loss_mask: 0.0540, loss: 1.4597 2022-05-12 09:13:34,267 - mmdet - INFO - Epoch [2][7050/7330] lr: 1.000e-04, eta: 4 days, 6:41:05, time: 1.450, data_time: 0.015, memory: 64629, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0384, loss_semantic_seg: 0.2518, s0.loss_cls: 0.2236, s0.acc: 92.3997, s0.loss_bbox: 0.1269, s0.loss_mask: 0.2419, s1.loss_cls: 0.1043, s1.acc: 92.9076, s1.loss_bbox: 0.1268, s1.loss_mask: 0.1123, s2.loss_cls: 0.0505, s2.acc: 92.8940, s2.loss_bbox: 0.0763, s2.loss_mask: 0.0522, loss: 1.4413 2022-05-12 09:14:46,463 - mmdet - INFO - Epoch [2][7100/7330] lr: 1.000e-04, eta: 4 days, 6:39:19, time: 1.444, data_time: 0.014, memory: 64629, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0408, loss_semantic_seg: 0.2482, s0.loss_cls: 0.2342, s0.acc: 91.9685, s0.loss_bbox: 0.1331, s0.loss_mask: 0.2505, s1.loss_cls: 0.1095, s1.acc: 92.4365, s1.loss_bbox: 0.1322, s1.loss_mask: 0.1157, s2.loss_cls: 0.0536, s2.acc: 92.3858, s2.loss_bbox: 0.0774, s2.loss_mask: 0.0537, loss: 1.4885 2022-05-12 09:15:59,872 - mmdet - INFO - Epoch [2][7150/7330] lr: 1.000e-04, eta: 4 days, 6:37:53, time: 1.468, data_time: 0.018, memory: 64629, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0395, loss_semantic_seg: 0.2411, s0.loss_cls: 0.2404, s0.acc: 91.9609, s0.loss_bbox: 0.1352, s0.loss_mask: 0.2452, s1.loss_cls: 0.1112, s1.acc: 92.5022, s1.loss_bbox: 0.1293, s1.loss_mask: 0.1149, s2.loss_cls: 0.0547, s2.acc: 92.4674, s2.loss_bbox: 0.0770, s2.loss_mask: 0.0537, loss: 1.4812 2022-05-12 09:17:13,074 - mmdet - INFO - Epoch [2][7200/7330] lr: 1.000e-04, eta: 4 days, 6:36:24, time: 1.464, data_time: 0.021, memory: 64629, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0399, loss_semantic_seg: 0.2500, s0.loss_cls: 0.2377, s0.acc: 91.9658, s0.loss_bbox: 0.1335, s0.loss_mask: 0.2488, s1.loss_cls: 0.1115, s1.acc: 92.4624, s1.loss_bbox: 0.1298, s1.loss_mask: 0.1150, s2.loss_cls: 0.0543, s2.acc: 92.6080, s2.loss_bbox: 0.0767, s2.loss_mask: 0.0535, loss: 1.4893 2022-05-12 09:18:25,476 - mmdet - INFO - Epoch [2][7250/7330] lr: 1.000e-04, eta: 4 days, 6:34:41, time: 1.448, data_time: 0.018, memory: 64629, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0397, loss_semantic_seg: 0.2499, s0.loss_cls: 0.2381, s0.acc: 91.8989, s0.loss_bbox: 0.1340, s0.loss_mask: 0.2524, s1.loss_cls: 0.1120, s1.acc: 92.3678, s1.loss_bbox: 0.1319, s1.loss_mask: 0.1168, s2.loss_cls: 0.0547, s2.acc: 92.5156, s2.loss_bbox: 0.0779, s2.loss_mask: 0.0543, loss: 1.5017 2022-05-12 09:19:37,759 - mmdet - INFO - Epoch [2][7300/7330] lr: 1.000e-04, eta: 4 days, 6:32:57, time: 1.446, data_time: 0.017, memory: 64629, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0362, loss_semantic_seg: 0.2486, s0.loss_cls: 0.2381, s0.acc: 92.0916, s0.loss_bbox: 0.1340, s0.loss_mask: 0.2470, s1.loss_cls: 0.1106, s1.acc: 92.6637, s1.loss_bbox: 0.1310, s1.loss_mask: 0.1154, s2.loss_cls: 0.0540, s2.acc: 92.7473, s2.loss_bbox: 0.0761, s2.loss_mask: 0.0534, loss: 1.4818 2022-05-12 09:20:40,394 - mmdet - INFO - Saving checkpoint at 2 epochs 2022-05-12 09:24:54,723 - mmdet - INFO - Evaluating bbox... 2022-05-12 09:25:47,991 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.454 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.654 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.502 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.336 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.499 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.547 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.492 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.688 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.765 2022-05-12 09:25:47,992 - mmdet - INFO - Evaluating segm... 2022-05-12 09:26:47,205 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.405 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.631 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.438 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.237 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 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.567 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.567 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.567 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.397 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.606 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.713 2022-05-12 09:26:48,444 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 09:26:48,445 - mmdet - INFO - Epoch(val) [2][313] bbox_mAP: 0.4540, bbox_mAP_50: 0.6540, bbox_mAP_75: 0.5020, bbox_mAP_s: 0.3360, bbox_mAP_m: 0.4990, bbox_mAP_l: 0.5470, bbox_mAP_copypaste: 0.454 0.654 0.502 0.336 0.499 0.547, segm_mAP: 0.4050, segm_mAP_50: 0.6310, segm_mAP_75: 0.4380, segm_mAP_s: 0.2370, segm_mAP_m: 0.4430, segm_mAP_l: 0.5600, segm_mAP_copypaste: 0.405 0.631 0.438 0.237 0.443 0.560 2022-05-12 09:32:16,230 - mmdet - INFO - Epoch [3][50/7330] lr: 1.000e-04, eta: 4 days, 7:30:03, time: 6.555, data_time: 5.131, memory: 64629, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0346, loss_semantic_seg: 0.2441, s0.loss_cls: 0.2154, s0.acc: 92.8188, s0.loss_bbox: 0.1216, s0.loss_mask: 0.2388, s1.loss_cls: 0.0989, s1.acc: 93.3879, s1.loss_bbox: 0.1201, s1.loss_mask: 0.1124, s2.loss_cls: 0.0490, s2.acc: 93.2477, s2.loss_bbox: 0.0710, s2.loss_mask: 0.0534, loss: 1.3917 2022-05-12 09:33:28,894 - mmdet - INFO - Epoch [3][100/7330] lr: 1.000e-04, eta: 4 days, 7:28:13, time: 1.454, data_time: 0.018, memory: 64629, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0386, loss_semantic_seg: 0.2501, s0.loss_cls: 0.2302, s0.acc: 92.2632, s0.loss_bbox: 0.1313, s0.loss_mask: 0.2537, s1.loss_cls: 0.1070, s1.acc: 92.8082, s1.loss_bbox: 0.1306, s1.loss_mask: 0.1186, s2.loss_cls: 0.0531, s2.acc: 92.6846, s2.loss_bbox: 0.0769, s2.loss_mask: 0.0561, loss: 1.4837 2022-05-12 09:34:42,380 - mmdet - INFO - Epoch [3][150/7330] lr: 1.000e-04, eta: 4 days, 7:26:37, time: 1.470, data_time: 0.020, memory: 64629, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0383, loss_semantic_seg: 0.2407, s0.loss_cls: 0.2259, s0.acc: 92.2427, s0.loss_bbox: 0.1289, s0.loss_mask: 0.2390, s1.loss_cls: 0.1065, s1.acc: 92.6029, s1.loss_bbox: 0.1243, s1.loss_mask: 0.1106, s2.loss_cls: 0.0513, s2.acc: 92.7968, s2.loss_bbox: 0.0739, s2.loss_mask: 0.0515, loss: 1.4275 2022-05-12 09:35:54,465 - mmdet - INFO - Epoch [3][200/7330] lr: 1.000e-04, eta: 4 days, 7:24:37, time: 1.442, data_time: 0.018, memory: 64629, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0352, loss_semantic_seg: 0.2460, s0.loss_cls: 0.2203, s0.acc: 92.6133, s0.loss_bbox: 0.1231, s0.loss_mask: 0.2425, s1.loss_cls: 0.1052, s1.acc: 92.9091, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1122, s2.loss_cls: 0.0520, s2.acc: 92.8682, s2.loss_bbox: 0.0731, s2.loss_mask: 0.0522, loss: 1.4215 2022-05-12 09:37:06,761 - mmdet - INFO - Epoch [3][250/7330] lr: 1.000e-04, eta: 4 days, 7:22:41, time: 1.446, data_time: 0.022, memory: 64629, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0376, loss_semantic_seg: 0.2386, s0.loss_cls: 0.2249, s0.acc: 92.3298, s0.loss_bbox: 0.1277, s0.loss_mask: 0.2455, s1.loss_cls: 0.1051, s1.acc: 92.8135, s1.loss_bbox: 0.1273, s1.loss_mask: 0.1142, s2.loss_cls: 0.0516, s2.acc: 92.8130, s2.loss_bbox: 0.0769, s2.loss_mask: 0.0532, loss: 1.4382 2022-05-12 09:38:19,061 - mmdet - INFO - Epoch [3][300/7330] lr: 1.000e-04, eta: 4 days, 7:20:46, time: 1.446, data_time: 0.024, memory: 64629, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0392, loss_semantic_seg: 0.2400, s0.loss_cls: 0.2411, s0.acc: 91.7332, s0.loss_bbox: 0.1398, s0.loss_mask: 0.2517, s1.loss_cls: 0.1125, s1.acc: 92.2255, s1.loss_bbox: 0.1355, s1.loss_mask: 0.1160, s2.loss_cls: 0.0549, s2.acc: 92.3710, s2.loss_bbox: 0.0783, s2.loss_mask: 0.0535, loss: 1.5012 2022-05-12 09:39:31,418 - mmdet - INFO - Epoch [3][350/7330] lr: 1.000e-04, eta: 4 days, 7:18:52, time: 1.447, data_time: 0.014, memory: 64629, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0366, loss_semantic_seg: 0.2462, s0.loss_cls: 0.2213, s0.acc: 92.4307, s0.loss_bbox: 0.1252, s0.loss_mask: 0.2372, s1.loss_cls: 0.1040, s1.acc: 92.8789, s1.loss_bbox: 0.1237, s1.loss_mask: 0.1102, s2.loss_cls: 0.0516, s2.acc: 92.7617, s2.loss_bbox: 0.0750, s2.loss_mask: 0.0518, loss: 1.4165 2022-05-12 09:40:43,662 - mmdet - INFO - Epoch [3][400/7330] lr: 1.000e-04, eta: 4 days, 7:16:56, time: 1.445, data_time: 0.020, memory: 64629, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0388, loss_semantic_seg: 0.2477, s0.loss_cls: 0.2257, s0.acc: 92.3259, s0.loss_bbox: 0.1273, s0.loss_mask: 0.2484, s1.loss_cls: 0.1058, s1.acc: 92.8903, s1.loss_bbox: 0.1283, s1.loss_mask: 0.1161, s2.loss_cls: 0.0530, s2.acc: 92.7090, s2.loss_bbox: 0.0755, s2.loss_mask: 0.0541, loss: 1.4573 2022-05-12 09:41:55,395 - mmdet - INFO - Epoch [3][450/7330] lr: 1.000e-04, eta: 4 days, 7:14:52, time: 1.435, data_time: 0.015, memory: 64629, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0367, loss_semantic_seg: 0.2395, s0.loss_cls: 0.2179, s0.acc: 92.4980, s0.loss_bbox: 0.1299, s0.loss_mask: 0.2399, s1.loss_cls: 0.1006, s1.acc: 93.0762, s1.loss_bbox: 0.1274, s1.loss_mask: 0.1103, s2.loss_cls: 0.0500, s2.acc: 92.9937, s2.loss_bbox: 0.0754, s2.loss_mask: 0.0514, loss: 1.4127 2022-05-12 09:43:08,172 - mmdet - INFO - Epoch [3][500/7330] lr: 1.000e-04, eta: 4 days, 7:13:06, time: 1.456, data_time: 0.014, memory: 64629, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2373, s0.loss_cls: 0.2077, s0.acc: 92.7769, s0.loss_bbox: 0.1216, s0.loss_mask: 0.2381, s1.loss_cls: 0.0979, s1.acc: 93.2310, s1.loss_bbox: 0.1208, s1.loss_mask: 0.1102, s2.loss_cls: 0.0492, s2.acc: 93.1178, s2.loss_bbox: 0.0714, s2.loss_mask: 0.0513, loss: 1.3719 2022-05-12 09:44:20,737 - mmdet - INFO - Epoch [3][550/7330] lr: 1.000e-04, eta: 4 days, 7:11:16, time: 1.451, data_time: 0.020, memory: 64629, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0396, loss_semantic_seg: 0.2534, s0.loss_cls: 0.2180, s0.acc: 92.5210, s0.loss_bbox: 0.1215, s0.loss_mask: 0.2502, s1.loss_cls: 0.1009, s1.acc: 93.0937, s1.loss_bbox: 0.1217, s1.loss_mask: 0.1158, s2.loss_cls: 0.0496, s2.acc: 93.0753, s2.loss_bbox: 0.0732, s2.loss_mask: 0.0543, loss: 1.4360 2022-05-12 09:45:33,083 - mmdet - INFO - Epoch [3][600/7330] lr: 1.000e-04, eta: 4 days, 7:09:23, time: 1.446, data_time: 0.019, memory: 64629, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0390, loss_semantic_seg: 0.2485, s0.loss_cls: 0.2263, s0.acc: 92.2302, s0.loss_bbox: 0.1327, s0.loss_mask: 0.2458, s1.loss_cls: 0.1048, s1.acc: 92.7648, s1.loss_bbox: 0.1295, s1.loss_mask: 0.1134, s2.loss_cls: 0.0511, s2.acc: 92.8268, s2.loss_bbox: 0.0769, s2.loss_mask: 0.0527, loss: 1.4551 2022-05-12 09:46:45,011 - mmdet - INFO - Epoch [3][650/7330] lr: 1.000e-04, eta: 4 days, 7:07:24, time: 1.439, data_time: 0.023, memory: 64629, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0391, loss_semantic_seg: 0.2419, s0.loss_cls: 0.2300, s0.acc: 92.2375, s0.loss_bbox: 0.1325, s0.loss_mask: 0.2435, s1.loss_cls: 0.1076, s1.acc: 92.8105, s1.loss_bbox: 0.1294, s1.loss_mask: 0.1142, s2.loss_cls: 0.0527, s2.acc: 92.7855, s2.loss_bbox: 0.0754, s2.loss_mask: 0.0531, loss: 1.4542 2022-05-12 09:47:56,403 - mmdet - INFO - Epoch [3][700/7330] lr: 1.000e-04, eta: 4 days, 7:05:16, time: 1.428, data_time: 0.026, memory: 64629, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0360, loss_semantic_seg: 0.2423, s0.loss_cls: 0.2205, s0.acc: 92.4116, s0.loss_bbox: 0.1278, s0.loss_mask: 0.2372, s1.loss_cls: 0.1036, s1.acc: 92.9186, s1.loss_bbox: 0.1269, s1.loss_mask: 0.1095, s2.loss_cls: 0.0506, s2.acc: 92.8729, s2.loss_bbox: 0.0761, s2.loss_mask: 0.0509, loss: 1.4155 2022-05-12 09:49:07,936 - mmdet - INFO - Epoch [3][750/7330] lr: 1.000e-04, eta: 4 days, 7:03:11, time: 1.431, data_time: 0.015, memory: 64629, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0357, loss_semantic_seg: 0.2452, s0.loss_cls: 0.2153, s0.acc: 92.6465, s0.loss_bbox: 0.1235, s0.loss_mask: 0.2432, s1.loss_cls: 0.1002, s1.acc: 93.1545, s1.loss_bbox: 0.1232, s1.loss_mask: 0.1125, s2.loss_cls: 0.0488, s2.acc: 93.0781, s2.loss_bbox: 0.0728, s2.loss_mask: 0.0519, loss: 1.4056 2022-05-12 09:50:19,564 - mmdet - INFO - Epoch [3][800/7330] lr: 1.000e-04, eta: 4 days, 7:01:08, time: 1.433, data_time: 0.018, memory: 64629, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0396, loss_semantic_seg: 0.2501, s0.loss_cls: 0.2215, s0.acc: 92.4060, s0.loss_bbox: 0.1296, s0.loss_mask: 0.2486, s1.loss_cls: 0.1034, s1.acc: 92.8461, s1.loss_bbox: 0.1286, s1.loss_mask: 0.1155, s2.loss_cls: 0.0508, s2.acc: 92.7331, s2.loss_bbox: 0.0762, s2.loss_mask: 0.0538, loss: 1.4557 2022-05-12 09:51:31,986 - mmdet - INFO - Epoch [3][850/7330] lr: 1.000e-04, eta: 4 days, 6:59:18, time: 1.448, data_time: 0.017, memory: 64629, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0390, loss_semantic_seg: 0.2454, s0.loss_cls: 0.2257, s0.acc: 92.1953, s0.loss_bbox: 0.1299, s0.loss_mask: 0.2480, s1.loss_cls: 0.1041, s1.acc: 92.7568, s1.loss_bbox: 0.1278, s1.loss_mask: 0.1154, s2.loss_cls: 0.0510, s2.acc: 92.7738, s2.loss_bbox: 0.0757, s2.loss_mask: 0.0534, loss: 1.4546 2022-05-12 09:52:44,548 - mmdet - INFO - Epoch [3][900/7330] lr: 1.000e-04, eta: 4 days, 6:57:30, time: 1.451, data_time: 0.020, memory: 64629, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0352, loss_semantic_seg: 0.2358, s0.loss_cls: 0.2156, s0.acc: 92.5979, s0.loss_bbox: 0.1245, s0.loss_mask: 0.2422, s1.loss_cls: 0.1010, s1.acc: 93.1588, s1.loss_bbox: 0.1214, s1.loss_mask: 0.1120, s2.loss_cls: 0.0500, s2.acc: 93.1617, s2.loss_bbox: 0.0713, s2.loss_mask: 0.0518, loss: 1.3957 2022-05-12 09:53:57,609 - mmdet - INFO - Epoch [3][950/7330] lr: 1.000e-04, eta: 4 days, 6:55:49, time: 1.459, data_time: 0.015, memory: 64629, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0412, loss_semantic_seg: 0.2462, s0.loss_cls: 0.2262, s0.acc: 92.1641, s0.loss_bbox: 0.1307, s0.loss_mask: 0.2424, s1.loss_cls: 0.1060, s1.acc: 92.5662, s1.loss_bbox: 0.1281, s1.loss_mask: 0.1127, s2.loss_cls: 0.0528, s2.acc: 92.5531, s2.loss_bbox: 0.0763, s2.loss_mask: 0.0526, loss: 1.4565 2022-05-12 09:55:09,096 - mmdet - INFO - Epoch [3][1000/7330] lr: 1.000e-04, eta: 4 days, 6:53:45, time: 1.431, data_time: 0.023, memory: 64629, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2356, s0.loss_cls: 0.2121, s0.acc: 92.6790, s0.loss_bbox: 0.1205, s0.loss_mask: 0.2332, s1.loss_cls: 0.0994, s1.acc: 93.1050, s1.loss_bbox: 0.1231, s1.loss_mask: 0.1092, s2.loss_cls: 0.0492, s2.acc: 93.0587, s2.loss_bbox: 0.0744, s2.loss_mask: 0.0515, loss: 1.3770 2022-05-12 09:56:20,976 - mmdet - INFO - Epoch [3][1050/7330] lr: 1.000e-04, eta: 4 days, 6:51:48, time: 1.438, data_time: 0.016, memory: 64629, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0372, loss_semantic_seg: 0.2368, s0.loss_cls: 0.2157, s0.acc: 92.5811, s0.loss_bbox: 0.1253, s0.loss_mask: 0.2394, s1.loss_cls: 0.0997, s1.acc: 93.1577, s1.loss_bbox: 0.1239, s1.loss_mask: 0.1114, s2.loss_cls: 0.0485, s2.acc: 93.1909, s2.loss_bbox: 0.0736, s2.loss_mask: 0.0524, loss: 1.4003 2022-05-12 09:57:32,621 - mmdet - INFO - Epoch [3][1100/7330] lr: 1.000e-04, eta: 4 days, 6:49:46, time: 1.433, data_time: 0.015, memory: 64629, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0391, loss_semantic_seg: 0.2493, s0.loss_cls: 0.2214, s0.acc: 92.4617, s0.loss_bbox: 0.1248, s0.loss_mask: 0.2420, s1.loss_cls: 0.1027, s1.acc: 93.0275, s1.loss_bbox: 0.1231, s1.loss_mask: 0.1130, s2.loss_cls: 0.0504, s2.acc: 93.0369, s2.loss_bbox: 0.0736, s2.loss_mask: 0.0524, loss: 1.4297 2022-05-12 09:58:45,364 - mmdet - INFO - Epoch [3][1150/7330] lr: 1.000e-04, eta: 4 days, 6:48:03, time: 1.455, data_time: 0.015, memory: 64629, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0374, loss_semantic_seg: 0.2427, s0.loss_cls: 0.2218, s0.acc: 92.4812, s0.loss_bbox: 0.1259, s0.loss_mask: 0.2397, s1.loss_cls: 0.1036, s1.acc: 92.8924, s1.loss_bbox: 0.1249, s1.loss_mask: 0.1112, s2.loss_cls: 0.0508, s2.acc: 92.9141, s2.loss_bbox: 0.0752, s2.loss_mask: 0.0521, loss: 1.4215 2022-05-12 09:59:57,563 - mmdet - INFO - Epoch [3][1200/7330] lr: 1.000e-04, eta: 4 days, 6:46:11, time: 1.444, data_time: 0.017, memory: 64629, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0385, loss_semantic_seg: 0.2373, s0.loss_cls: 0.2249, s0.acc: 92.2925, s0.loss_bbox: 0.1327, s0.loss_mask: 0.2384, s1.loss_cls: 0.1052, s1.acc: 92.7086, s1.loss_bbox: 0.1287, s1.loss_mask: 0.1109, s2.loss_cls: 0.0515, s2.acc: 92.7066, s2.loss_bbox: 0.0758, s2.loss_mask: 0.0515, loss: 1.4289 2022-05-12 10:01:10,121 - mmdet - INFO - Epoch [3][1250/7330] lr: 1.000e-04, eta: 4 days, 6:44:25, time: 1.451, data_time: 0.019, memory: 64629, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0348, loss_semantic_seg: 0.2474, s0.loss_cls: 0.2165, s0.acc: 92.4949, s0.loss_bbox: 0.1267, s0.loss_mask: 0.2392, s1.loss_cls: 0.1016, s1.acc: 92.9372, s1.loss_bbox: 0.1283, s1.loss_mask: 0.1121, s2.loss_cls: 0.0506, s2.acc: 92.8501, s2.loss_bbox: 0.0761, s2.loss_mask: 0.0526, loss: 1.4193 2022-05-12 10:02:22,795 - mmdet - INFO - Epoch [3][1300/7330] lr: 1.000e-04, eta: 4 days, 6:42:40, time: 1.454, data_time: 0.016, memory: 64629, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0372, loss_semantic_seg: 0.2386, s0.loss_cls: 0.2131, s0.acc: 92.6323, s0.loss_bbox: 0.1250, s0.loss_mask: 0.2448, s1.loss_cls: 0.0996, s1.acc: 93.0137, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1140, s2.loss_cls: 0.0486, s2.acc: 93.0563, s2.loss_bbox: 0.0719, s2.loss_mask: 0.0527, loss: 1.4025 2022-05-12 10:03:34,715 - mmdet - INFO - Epoch [3][1350/7330] lr: 1.000e-04, eta: 4 days, 6:40:45, time: 1.438, data_time: 0.014, memory: 64629, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0377, loss_semantic_seg: 0.2363, s0.loss_cls: 0.2220, s0.acc: 92.3774, s0.loss_bbox: 0.1300, s0.loss_mask: 0.2441, s1.loss_cls: 0.1021, s1.acc: 93.0737, s1.loss_bbox: 0.1251, s1.loss_mask: 0.1128, s2.loss_cls: 0.0489, s2.acc: 93.1410, s2.loss_bbox: 0.0754, s2.loss_mask: 0.0530, loss: 1.4254 2022-05-12 10:04:47,162 - mmdet - INFO - Epoch [3][1400/7330] lr: 1.000e-04, eta: 4 days, 6:38:57, time: 1.449, data_time: 0.014, memory: 64629, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0373, loss_semantic_seg: 0.2487, s0.loss_cls: 0.2188, s0.acc: 92.5007, s0.loss_bbox: 0.1252, s0.loss_mask: 0.2389, s1.loss_cls: 0.1032, s1.acc: 92.8698, s1.loss_bbox: 0.1263, s1.loss_mask: 0.1104, s2.loss_cls: 0.0506, s2.acc: 92.8115, s2.loss_bbox: 0.0757, s2.loss_mask: 0.0515, loss: 1.4219 2022-05-12 10:06:00,434 - mmdet - INFO - Epoch [3][1450/7330] lr: 1.000e-04, eta: 4 days, 6:37:23, time: 1.466, data_time: 0.019, memory: 64629, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0366, loss_semantic_seg: 0.2313, s0.loss_cls: 0.2144, s0.acc: 92.5151, s0.loss_bbox: 0.1254, s0.loss_mask: 0.2380, s1.loss_cls: 0.0999, s1.acc: 93.0094, s1.loss_bbox: 0.1281, s1.loss_mask: 0.1111, s2.loss_cls: 0.0496, s2.acc: 92.8176, s2.loss_bbox: 0.0759, s2.loss_mask: 0.0519, loss: 1.3952 2022-05-12 10:07:12,321 - mmdet - INFO - Epoch [3][1500/7330] lr: 1.000e-04, eta: 4 days, 6:35:28, time: 1.438, data_time: 0.018, memory: 64629, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2527, s0.loss_cls: 0.2220, s0.acc: 92.4668, s0.loss_bbox: 0.1235, s0.loss_mask: 0.2363, s1.loss_cls: 0.1039, s1.acc: 93.0354, s1.loss_bbox: 0.1253, s1.loss_mask: 0.1096, s2.loss_cls: 0.0514, s2.acc: 92.8762, s2.loss_bbox: 0.0753, s2.loss_mask: 0.0515, loss: 1.4195 2022-05-12 10:08:24,634 - mmdet - INFO - Epoch [3][1550/7330] lr: 1.000e-04, eta: 4 days, 6:33:39, time: 1.446, data_time: 0.016, memory: 64629, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0375, loss_semantic_seg: 0.2288, s0.loss_cls: 0.2187, s0.acc: 92.3862, s0.loss_bbox: 0.1259, s0.loss_mask: 0.2357, s1.loss_cls: 0.1025, s1.acc: 92.8919, s1.loss_bbox: 0.1266, s1.loss_mask: 0.1092, s2.loss_cls: 0.0511, s2.acc: 92.7836, s2.loss_bbox: 0.0769, s2.loss_mask: 0.0509, loss: 1.3974 2022-05-12 10:09:36,556 - mmdet - INFO - Epoch [3][1600/7330] lr: 1.000e-04, eta: 4 days, 6:31:45, time: 1.439, data_time: 0.017, memory: 64629, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0340, loss_semantic_seg: 0.2402, s0.loss_cls: 0.2125, s0.acc: 92.5728, s0.loss_bbox: 0.1226, s0.loss_mask: 0.2338, s1.loss_cls: 0.0992, s1.acc: 93.1007, s1.loss_bbox: 0.1269, s1.loss_mask: 0.1087, s2.loss_cls: 0.0496, s2.acc: 93.0441, s2.loss_bbox: 0.0770, s2.loss_mask: 0.0505, loss: 1.3852 2022-05-12 10:10:49,697 - mmdet - INFO - Epoch [3][1650/7330] lr: 1.000e-04, eta: 4 days, 6:30:09, time: 1.463, data_time: 0.019, memory: 64629, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0345, loss_semantic_seg: 0.2338, s0.loss_cls: 0.2176, s0.acc: 92.5332, s0.loss_bbox: 0.1254, s0.loss_mask: 0.2408, s1.loss_cls: 0.1018, s1.acc: 92.8933, s1.loss_bbox: 0.1260, s1.loss_mask: 0.1127, s2.loss_cls: 0.0499, s2.acc: 92.8911, s2.loss_bbox: 0.0745, s2.loss_mask: 0.0523, loss: 1.4018 2022-05-12 10:12:01,490 - mmdet - INFO - Epoch [3][1700/7330] lr: 1.000e-04, eta: 4 days, 6:28:13, time: 1.436, data_time: 0.017, memory: 64629, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0361, loss_semantic_seg: 0.2326, s0.loss_cls: 0.2186, s0.acc: 92.5234, s0.loss_bbox: 0.1248, s0.loss_mask: 0.2430, s1.loss_cls: 0.1033, s1.acc: 92.9797, s1.loss_bbox: 0.1251, s1.loss_mask: 0.1145, s2.loss_cls: 0.0513, s2.acc: 92.7913, s2.loss_bbox: 0.0745, s2.loss_mask: 0.0540, loss: 1.4122 2022-05-12 10:13:13,657 - mmdet - INFO - Epoch [3][1750/7330] lr: 1.000e-04, eta: 4 days, 6:26:23, time: 1.443, data_time: 0.021, memory: 64629, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0391, loss_semantic_seg: 0.2341, s0.loss_cls: 0.2262, s0.acc: 92.2375, s0.loss_bbox: 0.1328, s0.loss_mask: 0.2494, s1.loss_cls: 0.1052, s1.acc: 92.7287, s1.loss_bbox: 0.1329, s1.loss_mask: 0.1155, s2.loss_cls: 0.0520, s2.acc: 92.6254, s2.loss_bbox: 0.0790, s2.loss_mask: 0.0537, loss: 1.4552 2022-05-12 10:14:26,734 - mmdet - INFO - Epoch [3][1800/7330] lr: 1.000e-04, eta: 4 days, 6:24:47, time: 1.462, data_time: 0.018, memory: 64629, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0378, loss_semantic_seg: 0.2420, s0.loss_cls: 0.2292, s0.acc: 92.0310, s0.loss_bbox: 0.1341, s0.loss_mask: 0.2448, s1.loss_cls: 0.1078, s1.acc: 92.4898, s1.loss_bbox: 0.1303, s1.loss_mask: 0.1138, s2.loss_cls: 0.0528, s2.acc: 92.5567, s2.loss_bbox: 0.0748, s2.loss_mask: 0.0528, loss: 1.4565 2022-05-12 10:15:38,951 - mmdet - INFO - Epoch [3][1850/7330] lr: 1.000e-04, eta: 4 days, 6:22:58, time: 1.444, data_time: 0.018, memory: 64629, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0367, loss_semantic_seg: 0.2364, s0.loss_cls: 0.2164, s0.acc: 92.6604, s0.loss_bbox: 0.1289, s0.loss_mask: 0.2465, s1.loss_cls: 0.1022, s1.acc: 93.0104, s1.loss_bbox: 0.1236, s1.loss_mask: 0.1142, s2.loss_cls: 0.0503, s2.acc: 92.9742, s2.loss_bbox: 0.0725, s2.loss_mask: 0.0530, loss: 1.4159 2022-05-12 10:16:51,426 - mmdet - INFO - Epoch [3][1900/7330] lr: 1.000e-04, eta: 4 days, 6:21:14, time: 1.450, data_time: 0.016, memory: 64629, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0365, loss_semantic_seg: 0.2378, s0.loss_cls: 0.2054, s0.acc: 92.9744, s0.loss_bbox: 0.1185, s0.loss_mask: 0.2400, s1.loss_cls: 0.0958, s1.acc: 93.4982, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1118, s2.loss_cls: 0.0472, s2.acc: 93.4461, s2.loss_bbox: 0.0703, s2.loss_mask: 0.0519, loss: 1.3697 2022-05-12 10:18:03,763 - mmdet - INFO - Epoch [3][1950/7330] lr: 1.000e-04, eta: 4 days, 6:19:27, time: 1.446, data_time: 0.012, memory: 64629, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0352, loss_semantic_seg: 0.2471, s0.loss_cls: 0.2205, s0.acc: 92.5288, s0.loss_bbox: 0.1289, s0.loss_mask: 0.2395, s1.loss_cls: 0.1034, s1.acc: 93.1451, s1.loss_bbox: 0.1260, s1.loss_mask: 0.1115, s2.loss_cls: 0.0505, s2.acc: 93.1188, s2.loss_bbox: 0.0747, s2.loss_mask: 0.0521, loss: 1.4219 2022-05-12 10:19:16,443 - mmdet - INFO - Epoch [3][2000/7330] lr: 1.000e-04, eta: 4 days, 6:17:46, time: 1.454, data_time: 0.016, memory: 64629, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0383, loss_semantic_seg: 0.2386, s0.loss_cls: 0.2233, s0.acc: 92.3110, s0.loss_bbox: 0.1296, s0.loss_mask: 0.2457, s1.loss_cls: 0.1053, s1.acc: 92.7663, s1.loss_bbox: 0.1293, s1.loss_mask: 0.1135, s2.loss_cls: 0.0522, s2.acc: 92.6820, s2.loss_bbox: 0.0773, s2.loss_mask: 0.0524, loss: 1.4416 2022-05-12 10:20:29,392 - mmdet - INFO - Epoch [3][2050/7330] lr: 1.000e-04, eta: 4 days, 6:16:08, time: 1.459, data_time: 0.021, memory: 64629, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0373, loss_semantic_seg: 0.2387, s0.loss_cls: 0.2234, s0.acc: 92.3125, s0.loss_bbox: 0.1289, s0.loss_mask: 0.2444, s1.loss_cls: 0.1042, s1.acc: 92.8246, s1.loss_bbox: 0.1256, s1.loss_mask: 0.1156, s2.loss_cls: 0.0508, s2.acc: 92.7949, s2.loss_bbox: 0.0745, s2.loss_mask: 0.0536, loss: 1.4316 2022-05-12 10:21:41,497 - mmdet - INFO - Epoch [3][2100/7330] lr: 1.000e-04, eta: 4 days, 6:14:19, time: 1.442, data_time: 0.019, memory: 64629, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0371, loss_semantic_seg: 0.2270, s0.loss_cls: 0.2189, s0.acc: 92.5728, s0.loss_bbox: 0.1252, s0.loss_mask: 0.2449, s1.loss_cls: 0.1012, s1.acc: 93.0650, s1.loss_bbox: 0.1258, s1.loss_mask: 0.1141, s2.loss_cls: 0.0504, s2.acc: 92.8341, s2.loss_bbox: 0.0742, s2.loss_mask: 0.0530, loss: 1.4045 2022-05-12 10:22:53,816 - mmdet - INFO - Epoch [3][2150/7330] lr: 1.000e-04, eta: 4 days, 6:12:33, time: 1.446, data_time: 0.019, memory: 64629, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.2405, s0.loss_cls: 0.2084, s0.acc: 92.8225, s0.loss_bbox: 0.1238, s0.loss_mask: 0.2377, s1.loss_cls: 0.0974, s1.acc: 93.3074, s1.loss_bbox: 0.1243, s1.loss_mask: 0.1113, s2.loss_cls: 0.0483, s2.acc: 93.1736, s2.loss_bbox: 0.0732, s2.loss_mask: 0.0515, loss: 1.3829 2022-05-12 10:24:06,030 - mmdet - INFO - Epoch [3][2200/7330] lr: 1.000e-04, eta: 4 days, 6:10:45, time: 1.444, data_time: 0.019, memory: 64629, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0370, loss_semantic_seg: 0.2319, s0.loss_cls: 0.2115, s0.acc: 92.7290, s0.loss_bbox: 0.1280, s0.loss_mask: 0.2416, s1.loss_cls: 0.0984, s1.acc: 93.2106, s1.loss_bbox: 0.1261, s1.loss_mask: 0.1119, s2.loss_cls: 0.0488, s2.acc: 93.1092, s2.loss_bbox: 0.0751, s2.loss_mask: 0.0522, loss: 1.3978 2022-05-12 10:25:18,453 - mmdet - INFO - Epoch [3][2250/7330] lr: 1.000e-04, eta: 4 days, 6:09:01, time: 1.449, data_time: 0.022, memory: 64629, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0387, loss_semantic_seg: 0.2414, s0.loss_cls: 0.2135, s0.acc: 92.6328, s0.loss_bbox: 0.1240, s0.loss_mask: 0.2433, s1.loss_cls: 0.1000, s1.acc: 93.0602, s1.loss_bbox: 0.1233, s1.loss_mask: 0.1125, s2.loss_cls: 0.0499, s2.acc: 92.9578, s2.loss_bbox: 0.0737, s2.loss_mask: 0.0525, loss: 1.4084 2022-05-12 10:26:30,949 - mmdet - INFO - Epoch [3][2300/7330] lr: 1.000e-04, eta: 4 days, 6:07:18, time: 1.450, data_time: 0.018, memory: 64629, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0360, loss_semantic_seg: 0.2392, s0.loss_cls: 0.1933, s0.acc: 93.2788, s0.loss_bbox: 0.1132, s0.loss_mask: 0.2346, s1.loss_cls: 0.0914, s1.acc: 93.6603, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1094, s2.loss_cls: 0.0455, s2.acc: 93.5198, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0514, loss: 1.3274 2022-05-12 10:27:43,839 - mmdet - INFO - Epoch [3][2350/7330] lr: 1.000e-04, eta: 4 days, 6:05:41, time: 1.458, data_time: 0.018, memory: 64629, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0359, loss_semantic_seg: 0.2455, s0.loss_cls: 0.2122, s0.acc: 92.7322, s0.loss_bbox: 0.1215, s0.loss_mask: 0.2371, s1.loss_cls: 0.0989, s1.acc: 93.2428, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1100, s2.loss_cls: 0.0493, s2.acc: 93.1461, s2.loss_bbox: 0.0711, s2.loss_mask: 0.0515, loss: 1.3884 2022-05-12 10:28:56,494 - mmdet - INFO - Epoch [3][2400/7330] lr: 1.000e-04, eta: 4 days, 6:04:01, time: 1.453, data_time: 0.016, memory: 64629, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0345, loss_semantic_seg: 0.2375, s0.loss_cls: 0.2145, s0.acc: 92.6230, s0.loss_bbox: 0.1225, s0.loss_mask: 0.2453, s1.loss_cls: 0.0987, s1.acc: 93.1312, s1.loss_bbox: 0.1225, s1.loss_mask: 0.1139, s2.loss_cls: 0.0484, s2.acc: 93.1277, s2.loss_bbox: 0.0728, s2.loss_mask: 0.0532, loss: 1.4021 2022-05-12 10:30:10,383 - mmdet - INFO - Epoch [3][2450/7330] lr: 1.000e-04, eta: 4 days, 6:02:39, time: 1.477, data_time: 0.013, memory: 64629, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0389, loss_semantic_seg: 0.2300, s0.loss_cls: 0.2165, s0.acc: 92.5215, s0.loss_bbox: 0.1276, s0.loss_mask: 0.2404, s1.loss_cls: 0.1007, s1.acc: 92.9636, s1.loss_bbox: 0.1256, s1.loss_mask: 0.1125, s2.loss_cls: 0.0499, s2.acc: 92.9336, s2.loss_bbox: 0.0751, s2.loss_mask: 0.0527, loss: 1.4048 2022-05-12 10:31:23,284 - mmdet - INFO - Epoch [3][2500/7330] lr: 1.000e-04, eta: 4 days, 6:01:02, time: 1.458, data_time: 0.019, memory: 64629, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0360, loss_semantic_seg: 0.2239, s0.loss_cls: 0.2187, s0.acc: 92.5498, s0.loss_bbox: 0.1278, s0.loss_mask: 0.2386, s1.loss_cls: 0.1022, s1.acc: 93.0119, s1.loss_bbox: 0.1245, s1.loss_mask: 0.1103, s2.loss_cls: 0.0501, s2.acc: 92.9316, s2.loss_bbox: 0.0729, s2.loss_mask: 0.0517, loss: 1.3908 2022-05-12 10:32:35,609 - mmdet - INFO - Epoch [3][2550/7330] lr: 1.000e-04, eta: 4 days, 5:59:18, time: 1.447, data_time: 0.015, memory: 64629, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0367, loss_semantic_seg: 0.2243, s0.loss_cls: 0.2209, s0.acc: 92.4492, s0.loss_bbox: 0.1286, s0.loss_mask: 0.2454, s1.loss_cls: 0.1036, s1.acc: 92.9197, s1.loss_bbox: 0.1270, s1.loss_mask: 0.1148, s2.loss_cls: 0.0509, s2.acc: 92.8317, s2.loss_bbox: 0.0747, s2.loss_mask: 0.0530, loss: 1.4156 2022-05-12 10:33:48,130 - mmdet - INFO - Epoch [3][2600/7330] lr: 1.000e-04, eta: 4 days, 5:57:36, time: 1.451, data_time: 0.015, memory: 64629, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0357, loss_semantic_seg: 0.2360, s0.loss_cls: 0.2085, s0.acc: 92.6846, s0.loss_bbox: 0.1208, s0.loss_mask: 0.2376, s1.loss_cls: 0.0985, s1.acc: 93.0863, s1.loss_bbox: 0.1213, s1.loss_mask: 0.1106, s2.loss_cls: 0.0495, s2.acc: 92.9387, s2.loss_bbox: 0.0723, s2.loss_mask: 0.0517, loss: 1.3773 2022-05-12 10:35:00,056 - mmdet - INFO - Epoch [3][2650/7330] lr: 1.000e-04, eta: 4 days, 5:55:46, time: 1.439, data_time: 0.020, memory: 64629, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0364, loss_semantic_seg: 0.2315, s0.loss_cls: 0.2017, s0.acc: 92.9863, s0.loss_bbox: 0.1187, s0.loss_mask: 0.2405, s1.loss_cls: 0.0947, s1.acc: 93.3265, s1.loss_bbox: 0.1204, s1.loss_mask: 0.1125, s2.loss_cls: 0.0469, s2.acc: 93.1810, s2.loss_bbox: 0.0707, s2.loss_mask: 0.0527, loss: 1.3626 2022-05-12 10:36:12,673 - mmdet - INFO - Epoch [3][2700/7330] lr: 1.000e-04, eta: 4 days, 5:54:06, time: 1.452, data_time: 0.017, memory: 64629, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0354, loss_semantic_seg: 0.2356, s0.loss_cls: 0.2049, s0.acc: 92.9358, s0.loss_bbox: 0.1171, s0.loss_mask: 0.2344, s1.loss_cls: 0.0968, s1.acc: 93.3863, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1101, s2.loss_cls: 0.0474, s2.acc: 93.4562, s2.loss_bbox: 0.0720, s2.loss_mask: 0.0516, loss: 1.3587 2022-05-12 10:37:25,072 - mmdet - INFO - Epoch [3][2750/7330] lr: 1.000e-04, eta: 4 days, 5:52:24, time: 1.448, data_time: 0.016, memory: 64629, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0370, loss_semantic_seg: 0.2356, s0.loss_cls: 0.2153, s0.acc: 92.6353, s0.loss_bbox: 0.1251, s0.loss_mask: 0.2420, s1.loss_cls: 0.1016, s1.acc: 93.0447, s1.loss_bbox: 0.1240, s1.loss_mask: 0.1129, s2.loss_cls: 0.0495, s2.acc: 93.0485, s2.loss_bbox: 0.0711, s2.loss_mask: 0.0528, loss: 1.4023 2022-05-12 10:38:37,630 - mmdet - INFO - Epoch [3][2800/7330] lr: 1.000e-04, eta: 4 days, 5:50:43, time: 1.451, data_time: 0.018, memory: 64629, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0370, loss_semantic_seg: 0.2413, s0.loss_cls: 0.2187, s0.acc: 92.3140, s0.loss_bbox: 0.1268, s0.loss_mask: 0.2451, s1.loss_cls: 0.1022, s1.acc: 92.7849, s1.loss_bbox: 0.1254, s1.loss_mask: 0.1138, s2.loss_cls: 0.0501, s2.acc: 92.8174, s2.loss_bbox: 0.0728, s2.loss_mask: 0.0525, loss: 1.4196 2022-05-12 10:39:49,709 - mmdet - INFO - Epoch [3][2850/7330] lr: 1.000e-04, eta: 4 days, 5:48:56, time: 1.441, data_time: 0.014, memory: 64723, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0361, loss_semantic_seg: 0.2339, s0.loss_cls: 0.2227, s0.acc: 92.4148, s0.loss_bbox: 0.1266, s0.loss_mask: 0.2449, s1.loss_cls: 0.1041, s1.acc: 92.9147, s1.loss_bbox: 0.1275, s1.loss_mask: 0.1152, s2.loss_cls: 0.0511, s2.acc: 92.8252, s2.loss_bbox: 0.0754, s2.loss_mask: 0.0536, loss: 1.4291 2022-05-12 10:41:01,923 - mmdet - INFO - Epoch [3][2900/7330] lr: 1.000e-04, eta: 4 days, 5:47:11, time: 1.445, data_time: 0.014, memory: 64723, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0350, loss_semantic_seg: 0.2380, s0.loss_cls: 0.2116, s0.acc: 92.6909, s0.loss_bbox: 0.1224, s0.loss_mask: 0.2435, s1.loss_cls: 0.0994, s1.acc: 93.1748, s1.loss_bbox: 0.1232, s1.loss_mask: 0.1131, s2.loss_cls: 0.0498, s2.acc: 93.1103, s2.loss_bbox: 0.0732, s2.loss_mask: 0.0531, loss: 1.3958 2022-05-12 10:42:14,042 - mmdet - INFO - Epoch [3][2950/7330] lr: 1.000e-04, eta: 4 days, 5:45:25, time: 1.442, data_time: 0.013, memory: 64723, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2396, s0.loss_cls: 0.2208, s0.acc: 92.4927, s0.loss_bbox: 0.1253, s0.loss_mask: 0.2365, s1.loss_cls: 0.1033, s1.acc: 92.9636, s1.loss_bbox: 0.1225, s1.loss_mask: 0.1099, s2.loss_cls: 0.0505, s2.acc: 92.9671, s2.loss_bbox: 0.0730, s2.loss_mask: 0.0510, loss: 1.3987 2022-05-12 10:43:27,049 - mmdet - INFO - Epoch [3][3000/7330] lr: 1.000e-04, eta: 4 days, 5:43:52, time: 1.460, data_time: 0.016, memory: 64723, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0351, loss_semantic_seg: 0.2407, s0.loss_cls: 0.2134, s0.acc: 92.6912, s0.loss_bbox: 0.1199, s0.loss_mask: 0.2336, s1.loss_cls: 0.0993, s1.acc: 93.1868, s1.loss_bbox: 0.1195, s1.loss_mask: 0.1088, s2.loss_cls: 0.0485, s2.acc: 93.1759, s2.loss_bbox: 0.0717, s2.loss_mask: 0.0506, loss: 1.3756 2022-05-12 10:44:40,633 - mmdet - INFO - Epoch [3][3050/7330] lr: 1.000e-04, eta: 4 days, 5:42:26, time: 1.472, data_time: 0.022, memory: 64723, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0383, loss_semantic_seg: 0.2325, s0.loss_cls: 0.2088, s0.acc: 92.7219, s0.loss_bbox: 0.1209, s0.loss_mask: 0.2368, s1.loss_cls: 0.0984, s1.acc: 93.1099, s1.loss_bbox: 0.1204, s1.loss_mask: 0.1102, s2.loss_cls: 0.0488, s2.acc: 93.0883, s2.loss_bbox: 0.0725, s2.loss_mask: 0.0509, loss: 1.3757 2022-05-12 10:45:53,842 - mmdet - INFO - Epoch [3][3100/7330] lr: 1.000e-04, eta: 4 days, 5:40:56, time: 1.464, data_time: 0.018, memory: 64723, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0372, loss_semantic_seg: 0.2357, s0.loss_cls: 0.2140, s0.acc: 92.5349, s0.loss_bbox: 0.1237, s0.loss_mask: 0.2349, s1.loss_cls: 0.0991, s1.acc: 93.0959, s1.loss_bbox: 0.1193, s1.loss_mask: 0.1094, s2.loss_cls: 0.0486, s2.acc: 93.0825, s2.loss_bbox: 0.0710, s2.loss_mask: 0.0508, loss: 1.3770 2022-05-12 10:47:06,785 - mmdet - INFO - Epoch [3][3150/7330] lr: 1.000e-04, eta: 4 days, 5:39:22, time: 1.459, data_time: 0.019, memory: 64723, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0371, loss_semantic_seg: 0.2499, s0.loss_cls: 0.2209, s0.acc: 92.4990, s0.loss_bbox: 0.1237, s0.loss_mask: 0.2360, s1.loss_cls: 0.1017, s1.acc: 93.1399, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1092, s2.loss_cls: 0.0505, s2.acc: 92.9870, s2.loss_bbox: 0.0737, s2.loss_mask: 0.0508, loss: 1.4102 2022-05-12 10:48:18,297 - mmdet - INFO - Epoch [3][3200/7330] lr: 1.000e-04, eta: 4 days, 5:37:28, time: 1.430, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.2337, s0.loss_cls: 0.2084, s0.acc: 92.8442, s0.loss_bbox: 0.1216, s0.loss_mask: 0.2328, s1.loss_cls: 0.0978, s1.acc: 93.3282, s1.loss_bbox: 0.1237, s1.loss_mask: 0.1090, s2.loss_cls: 0.0484, s2.acc: 93.1697, s2.loss_bbox: 0.0755, s2.loss_mask: 0.0509, loss: 1.3632 2022-05-12 10:49:30,414 - mmdet - INFO - Epoch [3][3250/7330] lr: 1.000e-04, eta: 4 days, 5:35:43, time: 1.442, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0384, loss_semantic_seg: 0.2394, s0.loss_cls: 0.2112, s0.acc: 92.8206, s0.loss_bbox: 0.1194, s0.loss_mask: 0.2355, s1.loss_cls: 0.0988, s1.acc: 93.2528, s1.loss_bbox: 0.1199, s1.loss_mask: 0.1088, s2.loss_cls: 0.0496, s2.acc: 93.1245, s2.loss_bbox: 0.0703, s2.loss_mask: 0.0508, loss: 1.3786 2022-05-12 10:50:43,090 - mmdet - INFO - Epoch [3][3300/7330] lr: 1.000e-04, eta: 4 days, 5:34:06, time: 1.453, data_time: 0.014, memory: 64723, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0360, loss_semantic_seg: 0.2384, s0.loss_cls: 0.2102, s0.acc: 92.7119, s0.loss_bbox: 0.1222, s0.loss_mask: 0.2439, s1.loss_cls: 0.0987, s1.acc: 93.1525, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1135, s2.loss_cls: 0.0489, s2.acc: 93.1011, s2.loss_bbox: 0.0705, s2.loss_mask: 0.0528, loss: 1.3915 2022-05-12 10:51:56,259 - mmdet - INFO - Epoch [3][3350/7330] lr: 1.000e-04, eta: 4 days, 5:32:35, time: 1.462, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0382, loss_semantic_seg: 0.2261, s0.loss_cls: 0.2045, s0.acc: 92.9729, s0.loss_bbox: 0.1214, s0.loss_mask: 0.2342, s1.loss_cls: 0.0952, s1.acc: 93.3637, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1087, s2.loss_cls: 0.0466, s2.acc: 93.3610, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0505, loss: 1.3450 2022-05-12 10:53:08,701 - mmdet - INFO - Epoch [3][3400/7330] lr: 1.000e-04, eta: 4 days, 5:30:56, time: 1.451, data_time: 0.020, memory: 64723, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0363, loss_semantic_seg: 0.2399, s0.loss_cls: 0.1962, s0.acc: 93.2205, s0.loss_bbox: 0.1158, s0.loss_mask: 0.2298, s1.loss_cls: 0.0920, s1.acc: 93.5837, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1076, s2.loss_cls: 0.0459, s2.acc: 93.4747, s2.loss_bbox: 0.0701, s2.loss_mask: 0.0506, loss: 1.3346 2022-05-12 10:54:21,498 - mmdet - INFO - Epoch [3][3450/7330] lr: 1.000e-04, eta: 4 days, 5:29:20, time: 1.456, data_time: 0.018, memory: 64723, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0378, loss_semantic_seg: 0.2346, s0.loss_cls: 0.2106, s0.acc: 92.5813, s0.loss_bbox: 0.1253, s0.loss_mask: 0.2437, s1.loss_cls: 0.0988, s1.acc: 93.0709, s1.loss_bbox: 0.1234, s1.loss_mask: 0.1138, s2.loss_cls: 0.0485, s2.acc: 93.0734, s2.loss_bbox: 0.0713, s2.loss_mask: 0.0529, loss: 1.3957 2022-05-12 10:55:33,512 - mmdet - INFO - Epoch [3][3500/7330] lr: 1.000e-04, eta: 4 days, 5:27:35, time: 1.440, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2314, s0.loss_cls: 0.2162, s0.acc: 92.6367, s0.loss_bbox: 0.1221, s0.loss_mask: 0.2347, s1.loss_cls: 0.1012, s1.acc: 93.1690, s1.loss_bbox: 0.1203, s1.loss_mask: 0.1092, s2.loss_cls: 0.0489, s2.acc: 93.2876, s2.loss_bbox: 0.0719, s2.loss_mask: 0.0512, loss: 1.3756 2022-05-12 10:56:46,218 - mmdet - INFO - Epoch [3][3550/7330] lr: 1.000e-04, eta: 4 days, 5:25:59, time: 1.454, data_time: 0.021, memory: 64723, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0378, loss_semantic_seg: 0.2317, s0.loss_cls: 0.2134, s0.acc: 92.6555, s0.loss_bbox: 0.1266, s0.loss_mask: 0.2490, s1.loss_cls: 0.0991, s1.acc: 93.1340, s1.loss_bbox: 0.1265, s1.loss_mask: 0.1162, s2.loss_cls: 0.0497, s2.acc: 92.8891, s2.loss_bbox: 0.0747, s2.loss_mask: 0.0543, loss: 1.4180 2022-05-12 10:57:59,103 - mmdet - INFO - Epoch [3][3600/7330] lr: 1.000e-04, eta: 4 days, 5:24:25, time: 1.458, data_time: 0.016, memory: 64723, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0371, loss_semantic_seg: 0.2368, s0.loss_cls: 0.2039, s0.acc: 92.9158, s0.loss_bbox: 0.1193, s0.loss_mask: 0.2377, s1.loss_cls: 0.0949, s1.acc: 93.4508, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1104, s2.loss_cls: 0.0471, s2.acc: 93.3353, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0514, loss: 1.3601 2022-05-12 10:59:12,140 - mmdet - INFO - Epoch [3][3650/7330] lr: 1.000e-04, eta: 4 days, 5:22:53, time: 1.460, data_time: 0.014, memory: 64723, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0342, loss_semantic_seg: 0.2304, s0.loss_cls: 0.1952, s0.acc: 93.3062, s0.loss_bbox: 0.1173, s0.loss_mask: 0.2344, s1.loss_cls: 0.0914, s1.acc: 93.7526, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1089, s2.loss_cls: 0.0449, s2.acc: 93.6144, s2.loss_bbox: 0.0694, s2.loss_mask: 0.0509, loss: 1.3222 2022-05-12 11:00:25,525 - mmdet - INFO - Epoch [3][3700/7330] lr: 1.000e-04, eta: 4 days, 5:21:27, time: 1.468, data_time: 0.023, memory: 64723, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0348, loss_semantic_seg: 0.2266, s0.loss_cls: 0.1935, s0.acc: 93.3123, s0.loss_bbox: 0.1131, s0.loss_mask: 0.2255, s1.loss_cls: 0.0902, s1.acc: 93.7885, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1051, s2.loss_cls: 0.0447, s2.acc: 93.7897, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0491, loss: 1.2935 2022-05-12 11:01:38,902 - mmdet - INFO - Epoch [3][3750/7330] lr: 1.000e-04, eta: 4 days, 5:20:00, time: 1.468, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0345, loss_semantic_seg: 0.2420, s0.loss_cls: 0.2000, s0.acc: 93.1318, s0.loss_bbox: 0.1118, s0.loss_mask: 0.2292, s1.loss_cls: 0.0935, s1.acc: 93.5684, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1064, s2.loss_cls: 0.0463, s2.acc: 93.4089, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0497, loss: 1.3316 2022-05-12 11:02:50,584 - mmdet - INFO - Epoch [3][3800/7330] lr: 1.000e-04, eta: 4 days, 5:18:11, time: 1.434, data_time: 0.012, memory: 64723, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2342, s0.loss_cls: 0.1945, s0.acc: 93.3215, s0.loss_bbox: 0.1127, s0.loss_mask: 0.2318, s1.loss_cls: 0.0916, s1.acc: 93.6511, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1076, s2.loss_cls: 0.0455, s2.acc: 93.4897, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0504, loss: 1.3140 2022-05-12 11:04:04,340 - mmdet - INFO - Epoch [3][3850/7330] lr: 1.000e-04, eta: 4 days, 5:16:49, time: 1.475, data_time: 0.016, memory: 64723, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.2382, s0.loss_cls: 0.2129, s0.acc: 92.8096, s0.loss_bbox: 0.1195, s0.loss_mask: 0.2356, s1.loss_cls: 0.1014, s1.acc: 93.1813, s1.loss_bbox: 0.1202, s1.loss_mask: 0.1102, s2.loss_cls: 0.0493, s2.acc: 93.1679, s2.loss_bbox: 0.0719, s2.loss_mask: 0.0514, loss: 1.3787 2022-05-12 11:05:17,118 - mmdet - INFO - Epoch [3][3900/7330] lr: 1.000e-04, eta: 4 days, 5:15:15, time: 1.455, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0366, loss_semantic_seg: 0.2376, s0.loss_cls: 0.2085, s0.acc: 92.9016, s0.loss_bbox: 0.1178, s0.loss_mask: 0.2371, s1.loss_cls: 0.0971, s1.acc: 93.4090, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1113, s2.loss_cls: 0.0484, s2.acc: 93.2058, s2.loss_bbox: 0.0705, s2.loss_mask: 0.0525, loss: 1.3667 2022-05-12 11:06:29,804 - mmdet - INFO - Epoch [3][3950/7330] lr: 1.000e-04, eta: 4 days, 5:13:39, time: 1.454, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0366, loss_semantic_seg: 0.2339, s0.loss_cls: 0.2129, s0.acc: 92.5444, s0.loss_bbox: 0.1272, s0.loss_mask: 0.2466, s1.loss_cls: 0.1000, s1.acc: 93.0748, s1.loss_bbox: 0.1289, s1.loss_mask: 0.1146, s2.loss_cls: 0.0508, s2.acc: 92.7642, s2.loss_bbox: 0.0767, s2.loss_mask: 0.0531, loss: 1.4140 2022-05-12 11:07:42,466 - mmdet - INFO - Epoch [3][4000/7330] lr: 1.000e-04, eta: 4 days, 5:12:04, time: 1.453, data_time: 0.016, memory: 64723, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0368, loss_semantic_seg: 0.2408, s0.loss_cls: 0.2026, s0.acc: 92.9897, s0.loss_bbox: 0.1156, s0.loss_mask: 0.2335, s1.loss_cls: 0.0966, s1.acc: 93.2889, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1092, s2.loss_cls: 0.0479, s2.acc: 93.3220, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0507, loss: 1.3546 2022-05-12 11:08:54,983 - mmdet - INFO - Epoch [3][4050/7330] lr: 1.000e-04, eta: 4 days, 5:10:26, time: 1.450, data_time: 0.016, memory: 64723, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0373, loss_semantic_seg: 0.2385, s0.loss_cls: 0.2115, s0.acc: 92.7593, s0.loss_bbox: 0.1175, s0.loss_mask: 0.2352, s1.loss_cls: 0.0988, s1.acc: 93.1767, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1095, s2.loss_cls: 0.0487, s2.acc: 93.0481, s2.loss_bbox: 0.0711, s2.loss_mask: 0.0507, loss: 1.3694 2022-05-12 11:10:07,406 - mmdet - INFO - Epoch [3][4100/7330] lr: 1.000e-04, eta: 4 days, 5:08:48, time: 1.448, data_time: 0.015, memory: 64723, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0372, loss_semantic_seg: 0.2432, s0.loss_cls: 0.2090, s0.acc: 92.8176, s0.loss_bbox: 0.1211, s0.loss_mask: 0.2431, s1.loss_cls: 0.0983, s1.acc: 93.2079, s1.loss_bbox: 0.1230, s1.loss_mask: 0.1129, s2.loss_cls: 0.0489, s2.acc: 93.0361, s2.loss_bbox: 0.0738, s2.loss_mask: 0.0532, loss: 1.3981 2022-05-12 11:11:21,067 - mmdet - INFO - Epoch [3][4150/7330] lr: 1.000e-04, eta: 4 days, 5:07:25, time: 1.473, data_time: 0.015, memory: 64723, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0348, loss_semantic_seg: 0.2335, s0.loss_cls: 0.1979, s0.acc: 93.2266, s0.loss_bbox: 0.1143, s0.loss_mask: 0.2320, s1.loss_cls: 0.0923, s1.acc: 93.6659, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1088, s2.loss_cls: 0.0459, s2.acc: 93.5775, s2.loss_bbox: 0.0694, s2.loss_mask: 0.0507, loss: 1.3283 2022-05-12 11:12:33,679 - mmdet - INFO - Epoch [3][4200/7330] lr: 1.000e-04, eta: 4 days, 5:05:49, time: 1.451, data_time: 0.018, memory: 64723, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2278, s0.loss_cls: 0.1908, s0.acc: 93.3931, s0.loss_bbox: 0.1120, s0.loss_mask: 0.2277, s1.loss_cls: 0.0898, s1.acc: 93.7756, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1062, s2.loss_cls: 0.0450, s2.acc: 93.6121, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0497, loss: 1.2995 2022-05-12 11:13:47,085 - mmdet - INFO - Epoch [3][4250/7330] lr: 1.000e-04, eta: 4 days, 5:04:24, time: 1.469, data_time: 0.022, memory: 64723, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0357, loss_semantic_seg: 0.2416, s0.loss_cls: 0.2061, s0.acc: 93.0308, s0.loss_bbox: 0.1203, s0.loss_mask: 0.2412, s1.loss_cls: 0.0945, s1.acc: 93.6214, s1.loss_bbox: 0.1193, s1.loss_mask: 0.1139, s2.loss_cls: 0.0471, s2.acc: 93.5471, s2.loss_bbox: 0.0717, s2.loss_mask: 0.0525, loss: 1.3783 2022-05-12 11:15:00,473 - mmdet - INFO - Epoch [3][4300/7330] lr: 1.000e-04, eta: 4 days, 5:02:58, time: 1.468, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0359, loss_semantic_seg: 0.2381, s0.loss_cls: 0.2137, s0.acc: 92.7744, s0.loss_bbox: 0.1221, s0.loss_mask: 0.2413, s1.loss_cls: 0.1006, s1.acc: 93.1740, s1.loss_bbox: 0.1221, s1.loss_mask: 0.1123, s2.loss_cls: 0.0497, s2.acc: 93.0755, s2.loss_bbox: 0.0730, s2.loss_mask: 0.0523, loss: 1.3917 2022-05-12 11:16:12,985 - mmdet - INFO - Epoch [3][4350/7330] lr: 1.000e-04, eta: 4 days, 5:01:22, time: 1.450, data_time: 0.021, memory: 64723, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0357, loss_semantic_seg: 0.2323, s0.loss_cls: 0.2066, s0.acc: 92.8123, s0.loss_bbox: 0.1209, s0.loss_mask: 0.2378, s1.loss_cls: 0.0968, s1.acc: 93.2428, s1.loss_bbox: 0.1226, s1.loss_mask: 0.1116, s2.loss_cls: 0.0475, s2.acc: 93.1776, s2.loss_bbox: 0.0727, s2.loss_mask: 0.0513, loss: 1.3699 2022-05-12 11:17:24,329 - mmdet - INFO - Epoch [3][4400/7330] lr: 1.000e-04, eta: 4 days, 4:59:30, time: 1.427, data_time: 0.016, memory: 64723, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0361, loss_semantic_seg: 0.2409, s0.loss_cls: 0.2021, s0.acc: 93.1008, s0.loss_bbox: 0.1153, s0.loss_mask: 0.2276, s1.loss_cls: 0.0937, s1.acc: 93.6370, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1075, s2.loss_cls: 0.0457, s2.acc: 93.6717, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0503, loss: 1.3366 2022-05-12 11:18:37,376 - mmdet - INFO - Epoch [3][4450/7330] lr: 1.000e-04, eta: 4 days, 4:58:00, time: 1.461, data_time: 0.016, memory: 64723, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0370, loss_semantic_seg: 0.2269, s0.loss_cls: 0.2073, s0.acc: 92.8838, s0.loss_bbox: 0.1191, s0.loss_mask: 0.2335, s1.loss_cls: 0.0967, s1.acc: 93.3731, s1.loss_bbox: 0.1195, s1.loss_mask: 0.1096, s2.loss_cls: 0.0479, s2.acc: 93.3503, s2.loss_bbox: 0.0712, s2.loss_mask: 0.0515, loss: 1.3509 2022-05-12 11:19:49,678 - mmdet - INFO - Epoch [3][4500/7330] lr: 1.000e-04, eta: 4 days, 4:56:21, time: 1.446, data_time: 0.015, memory: 64723, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0340, loss_semantic_seg: 0.2250, s0.loss_cls: 0.2015, s0.acc: 93.0813, s0.loss_bbox: 0.1207, s0.loss_mask: 0.2308, s1.loss_cls: 0.0927, s1.acc: 93.6862, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1072, s2.loss_cls: 0.0453, s2.acc: 93.7262, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0498, loss: 1.3280 2022-05-12 11:21:02,703 - mmdet - INFO - Epoch [3][4550/7330] lr: 1.000e-04, eta: 4 days, 4:54:51, time: 1.460, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2356, s0.loss_cls: 0.2119, s0.acc: 92.8198, s0.loss_bbox: 0.1188, s0.loss_mask: 0.2370, s1.loss_cls: 0.0977, s1.acc: 93.3331, s1.loss_bbox: 0.1193, s1.loss_mask: 0.1107, s2.loss_cls: 0.0487, s2.acc: 93.2359, s2.loss_bbox: 0.0706, s2.loss_mask: 0.0517, loss: 1.3669 2022-05-12 11:22:16,688 - mmdet - INFO - Epoch [3][4600/7330] lr: 1.000e-04, eta: 4 days, 4:53:34, time: 1.480, data_time: 0.022, memory: 64723, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0378, loss_semantic_seg: 0.2298, s0.loss_cls: 0.2095, s0.acc: 92.6992, s0.loss_bbox: 0.1217, s0.loss_mask: 0.2354, s1.loss_cls: 0.0971, s1.acc: 93.2537, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1103, s2.loss_cls: 0.0487, s2.acc: 93.1191, s2.loss_bbox: 0.0733, s2.loss_mask: 0.0516, loss: 1.3715 2022-05-12 11:23:29,412 - mmdet - INFO - Epoch [3][4650/7330] lr: 1.000e-04, eta: 4 days, 4:52:00, time: 1.454, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0364, loss_semantic_seg: 0.2316, s0.loss_cls: 0.2016, s0.acc: 93.0530, s0.loss_bbox: 0.1157, s0.loss_mask: 0.2356, s1.loss_cls: 0.0955, s1.acc: 93.4741, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1089, s2.loss_cls: 0.0470, s2.acc: 93.3721, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0509, loss: 1.3391 2022-05-12 11:24:41,240 - mmdet - INFO - Epoch [3][4700/7330] lr: 1.000e-04, eta: 4 days, 4:50:16, time: 1.437, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0400, loss_semantic_seg: 0.2241, s0.loss_cls: 0.1962, s0.acc: 93.1814, s0.loss_bbox: 0.1163, s0.loss_mask: 0.2337, s1.loss_cls: 0.0919, s1.acc: 93.6277, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1080, s2.loss_cls: 0.0453, s2.acc: 93.6456, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0502, loss: 1.3235 2022-05-12 11:25:54,865 - mmdet - INFO - Epoch [3][4750/7330] lr: 1.000e-04, eta: 4 days, 4:48:53, time: 1.472, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0365, loss_semantic_seg: 0.2358, s0.loss_cls: 0.2102, s0.acc: 92.8469, s0.loss_bbox: 0.1190, s0.loss_mask: 0.2397, s1.loss_cls: 0.0981, s1.acc: 93.2610, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1120, s2.loss_cls: 0.0489, s2.acc: 93.2177, s2.loss_bbox: 0.0708, s2.loss_mask: 0.0523, loss: 1.3749 2022-05-12 11:27:06,896 - mmdet - INFO - Epoch [3][4800/7330] lr: 1.000e-04, eta: 4 days, 4:47:12, time: 1.441, data_time: 0.016, memory: 64723, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0354, loss_semantic_seg: 0.2409, s0.loss_cls: 0.2179, s0.acc: 92.6702, s0.loss_bbox: 0.1218, s0.loss_mask: 0.2349, s1.loss_cls: 0.1010, s1.acc: 93.2410, s1.loss_bbox: 0.1200, s1.loss_mask: 0.1098, s2.loss_cls: 0.0491, s2.acc: 93.2037, s2.loss_bbox: 0.0704, s2.loss_mask: 0.0512, loss: 1.3857 2022-05-12 11:28:19,865 - mmdet - INFO - Epoch [3][4850/7330] lr: 1.000e-04, eta: 4 days, 4:45:42, time: 1.459, data_time: 0.018, memory: 64723, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0359, loss_semantic_seg: 0.2347, s0.loss_cls: 0.2075, s0.acc: 92.8665, s0.loss_bbox: 0.1189, s0.loss_mask: 0.2346, s1.loss_cls: 0.0974, s1.acc: 93.3804, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1086, s2.loss_cls: 0.0488, s2.acc: 93.2092, s2.loss_bbox: 0.0715, s2.loss_mask: 0.0512, loss: 1.3615 2022-05-12 11:29:32,439 - mmdet - INFO - Epoch [3][4900/7330] lr: 1.000e-04, eta: 4 days, 4:44:06, time: 1.450, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2433, s0.loss_cls: 0.2042, s0.acc: 93.0090, s0.loss_bbox: 0.1180, s0.loss_mask: 0.2339, s1.loss_cls: 0.0955, s1.acc: 93.4978, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1098, s2.loss_cls: 0.0469, s2.acc: 93.4729, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0512, loss: 1.3536 2022-05-12 11:30:46,100 - mmdet - INFO - Epoch [3][4950/7330] lr: 1.000e-04, eta: 4 days, 4:42:46, time: 1.475, data_time: 0.019, memory: 64723, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0368, loss_semantic_seg: 0.2250, s0.loss_cls: 0.2098, s0.acc: 92.8950, s0.loss_bbox: 0.1216, s0.loss_mask: 0.2378, s1.loss_cls: 0.0967, s1.acc: 93.4915, s1.loss_bbox: 0.1219, s1.loss_mask: 0.1113, s2.loss_cls: 0.0484, s2.acc: 93.2823, s2.loss_bbox: 0.0726, s2.loss_mask: 0.0519, loss: 1.3657 2022-05-12 11:31:59,284 - mmdet - INFO - Epoch [3][5000/7330] lr: 1.000e-04, eta: 4 days, 4:41:19, time: 1.464, data_time: 0.020, memory: 64723, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0359, loss_semantic_seg: 0.2368, s0.loss_cls: 0.1947, s0.acc: 93.2424, s0.loss_bbox: 0.1131, s0.loss_mask: 0.2353, s1.loss_cls: 0.0901, s1.acc: 93.7293, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1102, s2.loss_cls: 0.0449, s2.acc: 93.7382, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0515, loss: 1.3293 2022-05-12 11:33:11,242 - mmdet - INFO - Epoch [3][5050/7330] lr: 1.000e-04, eta: 4 days, 4:39:37, time: 1.439, data_time: 0.016, memory: 64723, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0357, loss_semantic_seg: 0.2330, s0.loss_cls: 0.2125, s0.acc: 92.7334, s0.loss_bbox: 0.1231, s0.loss_mask: 0.2379, s1.loss_cls: 0.0995, s1.acc: 93.1075, s1.loss_bbox: 0.1213, s1.loss_mask: 0.1102, s2.loss_cls: 0.0493, s2.acc: 93.0679, s2.loss_bbox: 0.0711, s2.loss_mask: 0.0510, loss: 1.3789 2022-05-12 11:34:24,070 - mmdet - INFO - Epoch [3][5100/7330] lr: 1.000e-04, eta: 4 days, 4:38:06, time: 1.457, data_time: 0.018, memory: 64723, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0365, loss_semantic_seg: 0.2319, s0.loss_cls: 0.2022, s0.acc: 92.9258, s0.loss_bbox: 0.1187, s0.loss_mask: 0.2331, s1.loss_cls: 0.0942, s1.acc: 93.3211, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1087, s2.loss_cls: 0.0467, s2.acc: 93.2917, s2.loss_bbox: 0.0710, s2.loss_mask: 0.0507, loss: 1.3437 2022-05-12 11:35:37,134 - mmdet - INFO - Epoch [3][5150/7330] lr: 1.000e-04, eta: 4 days, 4:36:37, time: 1.461, data_time: 0.014, memory: 64723, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0345, loss_semantic_seg: 0.2421, s0.loss_cls: 0.2014, s0.acc: 93.1895, s0.loss_bbox: 0.1134, s0.loss_mask: 0.2295, s1.loss_cls: 0.0954, s1.acc: 93.6051, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1074, s2.loss_cls: 0.0473, s2.acc: 93.5864, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0504, loss: 1.3367 2022-05-12 11:36:49,650 - mmdet - INFO - Epoch [3][5200/7330] lr: 1.000e-04, eta: 4 days, 4:35:03, time: 1.450, data_time: 0.014, memory: 64723, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0346, loss_semantic_seg: 0.2356, s0.loss_cls: 0.1882, s0.acc: 93.3894, s0.loss_bbox: 0.1125, s0.loss_mask: 0.2331, s1.loss_cls: 0.0881, s1.acc: 93.8234, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1097, s2.loss_cls: 0.0433, s2.acc: 93.8469, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0515, loss: 1.3103 2022-05-12 11:38:01,147 - mmdet - INFO - Epoch [3][5250/7330] lr: 1.000e-04, eta: 4 days, 4:33:15, time: 1.430, data_time: 0.015, memory: 64723, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2269, s0.loss_cls: 0.1987, s0.acc: 93.1091, s0.loss_bbox: 0.1162, s0.loss_mask: 0.2342, s1.loss_cls: 0.0930, s1.acc: 93.5873, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1090, s2.loss_cls: 0.0459, s2.acc: 93.5320, s2.loss_bbox: 0.0699, s2.loss_mask: 0.0509, loss: 1.3271 2022-05-12 11:39:13,438 - mmdet - INFO - Epoch [3][5300/7330] lr: 1.000e-04, eta: 4 days, 4:31:38, time: 1.446, data_time: 0.013, memory: 64723, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2373, s0.loss_cls: 0.2142, s0.acc: 92.7124, s0.loss_bbox: 0.1209, s0.loss_mask: 0.2286, s1.loss_cls: 0.0996, s1.acc: 93.2606, s1.loss_bbox: 0.1209, s1.loss_mask: 0.1060, s2.loss_cls: 0.0501, s2.acc: 93.0335, s2.loss_bbox: 0.0712, s2.loss_mask: 0.0493, loss: 1.3643 2022-05-12 11:40:26,515 - mmdet - INFO - Epoch [3][5350/7330] lr: 1.000e-04, eta: 4 days, 4:30:10, time: 1.462, data_time: 0.015, memory: 64723, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0354, loss_semantic_seg: 0.2325, s0.loss_cls: 0.2150, s0.acc: 92.5735, s0.loss_bbox: 0.1231, s0.loss_mask: 0.2281, s1.loss_cls: 0.0989, s1.acc: 93.1130, s1.loss_bbox: 0.1224, s1.loss_mask: 0.1056, s2.loss_cls: 0.0489, s2.acc: 93.0459, s2.loss_bbox: 0.0725, s2.loss_mask: 0.0492, loss: 1.3629 2022-05-12 11:41:39,371 - mmdet - INFO - Epoch [3][5400/7330] lr: 1.000e-04, eta: 4 days, 4:28:40, time: 1.457, data_time: 0.013, memory: 64723, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0358, loss_semantic_seg: 0.2290, s0.loss_cls: 0.2095, s0.acc: 92.8457, s0.loss_bbox: 0.1224, s0.loss_mask: 0.2314, s1.loss_cls: 0.0979, s1.acc: 93.3185, s1.loss_bbox: 0.1223, s1.loss_mask: 0.1072, s2.loss_cls: 0.0488, s2.acc: 93.1361, s2.loss_bbox: 0.0730, s2.loss_mask: 0.0497, loss: 1.3621 2022-05-12 11:42:52,161 - mmdet - INFO - Epoch [3][5450/7330] lr: 1.000e-04, eta: 4 days, 4:27:09, time: 1.456, data_time: 0.015, memory: 64723, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0383, loss_semantic_seg: 0.2218, s0.loss_cls: 0.2003, s0.acc: 92.9773, s0.loss_bbox: 0.1200, s0.loss_mask: 0.2414, s1.loss_cls: 0.0935, s1.acc: 93.4835, s1.loss_bbox: 0.1198, s1.loss_mask: 0.1120, s2.loss_cls: 0.0473, s2.acc: 93.2605, s2.loss_bbox: 0.0702, s2.loss_mask: 0.0519, loss: 1.3507 2022-05-12 11:44:04,834 - mmdet - INFO - Epoch [3][5500/7330] lr: 1.000e-04, eta: 4 days, 4:25:36, time: 1.452, data_time: 0.020, memory: 64723, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0342, loss_semantic_seg: 0.2150, s0.loss_cls: 0.1930, s0.acc: 93.4236, s0.loss_bbox: 0.1083, s0.loss_mask: 0.2324, s1.loss_cls: 0.0905, s1.acc: 93.8438, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1100, s2.loss_cls: 0.0450, s2.acc: 93.7706, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0514, loss: 1.2868 2022-05-12 11:45:17,880 - mmdet - INFO - Epoch [3][5550/7330] lr: 1.000e-04, eta: 4 days, 4:24:09, time: 1.463, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0352, loss_semantic_seg: 0.2282, s0.loss_cls: 0.1934, s0.acc: 93.3618, s0.loss_bbox: 0.1111, s0.loss_mask: 0.2355, s1.loss_cls: 0.0897, s1.acc: 93.8666, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1104, s2.loss_cls: 0.0449, s2.acc: 93.6458, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0514, loss: 1.3141 2022-05-12 11:46:31,468 - mmdet - INFO - Epoch [3][5600/7330] lr: 1.000e-04, eta: 4 days, 4:22:48, time: 1.472, data_time: 0.016, memory: 64723, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0350, loss_semantic_seg: 0.2319, s0.loss_cls: 0.2040, s0.acc: 92.9812, s0.loss_bbox: 0.1174, s0.loss_mask: 0.2339, s1.loss_cls: 0.0966, s1.acc: 93.4008, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1096, s2.loss_cls: 0.0482, s2.acc: 93.3033, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0512, loss: 1.3434 2022-05-12 11:47:44,277 - mmdet - INFO - Epoch [3][5650/7330] lr: 1.000e-04, eta: 4 days, 4:21:16, time: 1.455, data_time: 0.015, memory: 64723, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0389, loss_semantic_seg: 0.2278, s0.loss_cls: 0.2183, s0.acc: 92.4600, s0.loss_bbox: 0.1251, s0.loss_mask: 0.2387, s1.loss_cls: 0.1027, s1.acc: 93.0099, s1.loss_bbox: 0.1228, s1.loss_mask: 0.1102, s2.loss_cls: 0.0504, s2.acc: 93.1224, s2.loss_bbox: 0.0713, s2.loss_mask: 0.0513, loss: 1.3921 2022-05-12 11:48:56,798 - mmdet - INFO - Epoch [3][5700/7330] lr: 1.000e-04, eta: 4 days, 4:19:44, time: 1.452, data_time: 0.020, memory: 64723, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2378, s0.loss_cls: 0.2037, s0.acc: 92.9919, s0.loss_bbox: 0.1166, s0.loss_mask: 0.2310, s1.loss_cls: 0.0964, s1.acc: 93.3834, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1074, s2.loss_cls: 0.0479, s2.acc: 93.3655, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0496, loss: 1.3421 2022-05-12 11:50:08,334 - mmdet - INFO - Epoch [3][5750/7330] lr: 1.000e-04, eta: 4 days, 4:17:58, time: 1.431, data_time: 0.023, memory: 64723, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2351, s0.loss_cls: 0.1931, s0.acc: 93.2681, s0.loss_bbox: 0.1136, s0.loss_mask: 0.2246, s1.loss_cls: 0.0907, s1.acc: 93.6861, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1041, s2.loss_cls: 0.0449, s2.acc: 93.7584, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0487, loss: 1.3018 2022-05-12 11:51:20,155 - mmdet - INFO - Epoch [3][5800/7330] lr: 1.000e-04, eta: 4 days, 4:16:16, time: 1.436, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0394, loss_semantic_seg: 0.2316, s0.loss_cls: 0.2048, s0.acc: 92.8000, s0.loss_bbox: 0.1243, s0.loss_mask: 0.2421, s1.loss_cls: 0.0960, s1.acc: 93.3042, s1.loss_bbox: 0.1243, s1.loss_mask: 0.1123, s2.loss_cls: 0.0474, s2.acc: 93.1988, s2.loss_bbox: 0.0730, s2.loss_mask: 0.0519, loss: 1.3804 2022-05-12 11:52:32,669 - mmdet - INFO - Epoch [3][5850/7330] lr: 1.000e-04, eta: 4 days, 4:14:43, time: 1.450, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0352, loss_semantic_seg: 0.2324, s0.loss_cls: 0.1935, s0.acc: 93.2739, s0.loss_bbox: 0.1130, s0.loss_mask: 0.2334, s1.loss_cls: 0.0904, s1.acc: 93.6684, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1092, s2.loss_cls: 0.0444, s2.acc: 93.7508, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0512, loss: 1.3101 2022-05-12 11:53:44,885 - mmdet - INFO - Epoch [3][5900/7330] lr: 1.000e-04, eta: 4 days, 4:13:06, time: 1.444, data_time: 0.020, memory: 64723, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2350, s0.loss_cls: 0.1948, s0.acc: 93.1440, s0.loss_bbox: 0.1117, s0.loss_mask: 0.2355, s1.loss_cls: 0.0916, s1.acc: 93.5925, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1098, s2.loss_cls: 0.0463, s2.acc: 93.3811, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0514, loss: 1.3242 2022-05-12 11:54:56,973 - mmdet - INFO - Epoch [3][5950/7330] lr: 1.000e-04, eta: 4 days, 4:11:27, time: 1.442, data_time: 0.020, memory: 64723, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0384, loss_semantic_seg: 0.2349, s0.loss_cls: 0.1931, s0.acc: 93.2166, s0.loss_bbox: 0.1169, s0.loss_mask: 0.2358, s1.loss_cls: 0.0909, s1.acc: 93.6051, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1094, s2.loss_cls: 0.0447, s2.acc: 93.5558, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0507, loss: 1.3330 2022-05-12 11:56:08,523 - mmdet - INFO - Epoch [3][6000/7330] lr: 1.000e-04, eta: 4 days, 4:09:43, time: 1.431, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0358, loss_semantic_seg: 0.2386, s0.loss_cls: 0.1977, s0.acc: 93.2791, s0.loss_bbox: 0.1147, s0.loss_mask: 0.2359, s1.loss_cls: 0.0932, s1.acc: 93.6638, s1.loss_bbox: 0.1169, s1.loss_mask: 0.1101, s2.loss_cls: 0.0464, s2.acc: 93.5589, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0512, loss: 1.3418 2022-05-12 11:57:21,180 - mmdet - INFO - Epoch [3][6050/7330] lr: 1.000e-04, eta: 4 days, 4:08:11, time: 1.453, data_time: 0.020, memory: 64723, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0344, loss_semantic_seg: 0.2265, s0.loss_cls: 0.2075, s0.acc: 92.9631, s0.loss_bbox: 0.1204, s0.loss_mask: 0.2370, s1.loss_cls: 0.0987, s1.acc: 93.3982, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1103, s2.loss_cls: 0.0488, s2.acc: 93.2401, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0515, loss: 1.3556 2022-05-12 11:58:33,392 - mmdet - INFO - Epoch [3][6100/7330] lr: 1.000e-04, eta: 4 days, 4:06:35, time: 1.445, data_time: 0.013, memory: 64723, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0390, loss_semantic_seg: 0.2371, s0.loss_cls: 0.2003, s0.acc: 92.9587, s0.loss_bbox: 0.1209, s0.loss_mask: 0.2390, s1.loss_cls: 0.0955, s1.acc: 93.3041, s1.loss_bbox: 0.1191, s1.loss_mask: 0.1122, s2.loss_cls: 0.0469, s2.acc: 93.2830, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0523, loss: 1.3680 2022-05-12 11:59:46,319 - mmdet - INFO - Epoch [3][6150/7330] lr: 1.000e-04, eta: 4 days, 4:05:07, time: 1.458, data_time: 0.016, memory: 64723, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0360, loss_semantic_seg: 0.2259, s0.loss_cls: 0.2030, s0.acc: 92.9446, s0.loss_bbox: 0.1194, s0.loss_mask: 0.2352, s1.loss_cls: 0.0958, s1.acc: 93.3389, s1.loss_bbox: 0.1187, s1.loss_mask: 0.1096, s2.loss_cls: 0.0472, s2.acc: 93.4276, s2.loss_bbox: 0.0699, s2.loss_mask: 0.0509, loss: 1.3444 2022-05-12 12:01:00,483 - mmdet - INFO - Epoch [3][6200/7330] lr: 1.000e-04, eta: 4 days, 4:03:53, time: 1.483, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2282, s0.loss_cls: 0.1904, s0.acc: 93.4309, s0.loss_bbox: 0.1088, s0.loss_mask: 0.2335, s1.loss_cls: 0.0900, s1.acc: 93.8242, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1095, s2.loss_cls: 0.0453, s2.acc: 93.6202, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0515, loss: 1.3013 2022-05-12 12:02:13,182 - mmdet - INFO - Epoch [3][6250/7330] lr: 1.000e-04, eta: 4 days, 4:02:23, time: 1.454, data_time: 0.019, memory: 64723, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0366, loss_semantic_seg: 0.2373, s0.loss_cls: 0.2075, s0.acc: 92.7310, s0.loss_bbox: 0.1189, s0.loss_mask: 0.2329, s1.loss_cls: 0.0967, s1.acc: 93.1795, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1084, s2.loss_cls: 0.0481, s2.acc: 93.1402, s2.loss_bbox: 0.0706, s2.loss_mask: 0.0507, loss: 1.3590 2022-05-12 12:03:25,150 - mmdet - INFO - Epoch [3][6300/7330] lr: 1.000e-04, eta: 4 days, 4:00:44, time: 1.439, data_time: 0.015, memory: 64723, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0358, loss_semantic_seg: 0.2298, s0.loss_cls: 0.2019, s0.acc: 92.8804, s0.loss_bbox: 0.1181, s0.loss_mask: 0.2297, s1.loss_cls: 0.0951, s1.acc: 93.2842, s1.loss_bbox: 0.1191, s1.loss_mask: 0.1067, s2.loss_cls: 0.0468, s2.acc: 93.2888, s2.loss_bbox: 0.0714, s2.loss_mask: 0.0500, loss: 1.3353 2022-05-12 12:04:38,007 - mmdet - INFO - Epoch [3][6350/7330] lr: 1.000e-04, eta: 4 days, 3:59:15, time: 1.457, data_time: 0.020, memory: 64723, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0361, loss_semantic_seg: 0.2335, s0.loss_cls: 0.2121, s0.acc: 92.6160, s0.loss_bbox: 0.1248, s0.loss_mask: 0.2296, s1.loss_cls: 0.0991, s1.acc: 93.0952, s1.loss_bbox: 0.1233, s1.loss_mask: 0.1072, s2.loss_cls: 0.0487, s2.acc: 93.1223, s2.loss_bbox: 0.0728, s2.loss_mask: 0.0498, loss: 1.3702 2022-05-12 12:05:50,597 - mmdet - INFO - Epoch [3][6400/7330] lr: 1.000e-04, eta: 4 days, 3:57:44, time: 1.452, data_time: 0.014, memory: 64723, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2287, s0.loss_cls: 0.2112, s0.acc: 92.8152, s0.loss_bbox: 0.1171, s0.loss_mask: 0.2289, s1.loss_cls: 0.0993, s1.acc: 93.2061, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1070, s2.loss_cls: 0.0495, s2.acc: 93.1646, s2.loss_bbox: 0.0711, s2.loss_mask: 0.0507, loss: 1.3456 2022-05-12 12:07:02,739 - mmdet - INFO - Epoch [3][6450/7330] lr: 1.000e-04, eta: 4 days, 3:56:07, time: 1.443, data_time: 0.017, memory: 64723, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0344, loss_semantic_seg: 0.2284, s0.loss_cls: 0.1958, s0.acc: 93.1892, s0.loss_bbox: 0.1111, s0.loss_mask: 0.2227, s1.loss_cls: 0.0916, s1.acc: 93.6571, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1039, s2.loss_cls: 0.0447, s2.acc: 93.6340, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0484, loss: 1.2900 2022-05-12 12:08:14,590 - mmdet - INFO - Epoch [3][6500/7330] lr: 1.000e-04, eta: 4 days, 3:54:27, time: 1.437, data_time: 0.015, memory: 64723, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0342, loss_semantic_seg: 0.2281, s0.loss_cls: 0.1983, s0.acc: 93.1570, s0.loss_bbox: 0.1166, s0.loss_mask: 0.2356, s1.loss_cls: 0.0929, s1.acc: 93.5653, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1104, s2.loss_cls: 0.0455, s2.acc: 93.6001, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0515, loss: 1.3311 2022-05-12 12:09:27,139 - mmdet - INFO - Epoch [3][6550/7330] lr: 1.000e-04, eta: 4 days, 3:52:55, time: 1.451, data_time: 0.014, memory: 64726, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0348, loss_semantic_seg: 0.2268, s0.loss_cls: 0.2005, s0.acc: 93.0962, s0.loss_bbox: 0.1181, s0.loss_mask: 0.2381, s1.loss_cls: 0.0946, s1.acc: 93.5294, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1116, s2.loss_cls: 0.0468, s2.acc: 93.4181, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0522, loss: 1.3424 2022-05-12 12:10:39,963 - mmdet - INFO - Epoch [3][6600/7330] lr: 1.000e-04, eta: 4 days, 3:51:27, time: 1.456, data_time: 0.016, memory: 64726, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0371, loss_semantic_seg: 0.2297, s0.loss_cls: 0.2114, s0.acc: 92.8003, s0.loss_bbox: 0.1186, s0.loss_mask: 0.2342, s1.loss_cls: 0.0980, s1.acc: 93.3634, s1.loss_bbox: 0.1201, s1.loss_mask: 0.1095, s2.loss_cls: 0.0488, s2.acc: 93.2681, s2.loss_bbox: 0.0714, s2.loss_mask: 0.0512, loss: 1.3632 2022-05-12 12:11:52,289 - mmdet - INFO - Epoch [3][6650/7330] lr: 1.000e-04, eta: 4 days, 3:49:53, time: 1.447, data_time: 0.015, memory: 64726, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0356, loss_semantic_seg: 0.2265, s0.loss_cls: 0.2042, s0.acc: 92.9480, s0.loss_bbox: 0.1231, s0.loss_mask: 0.2294, s1.loss_cls: 0.0942, s1.acc: 93.5650, s1.loss_bbox: 0.1204, s1.loss_mask: 0.1073, s2.loss_cls: 0.0466, s2.acc: 93.4457, s2.loss_bbox: 0.0713, s2.loss_mask: 0.0498, loss: 1.3395 2022-05-12 12:13:05,205 - mmdet - INFO - Epoch [3][6700/7330] lr: 1.000e-04, eta: 4 days, 3:48:25, time: 1.458, data_time: 0.015, memory: 64726, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0360, loss_semantic_seg: 0.2339, s0.loss_cls: 0.1965, s0.acc: 93.1772, s0.loss_bbox: 0.1154, s0.loss_mask: 0.2394, s1.loss_cls: 0.0923, s1.acc: 93.5832, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1117, s2.loss_cls: 0.0459, s2.acc: 93.4320, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0517, loss: 1.3428 2022-05-12 12:14:17,920 - mmdet - INFO - Epoch [3][6750/7330] lr: 1.000e-04, eta: 4 days, 3:46:56, time: 1.454, data_time: 0.018, memory: 64726, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2327, s0.loss_cls: 0.2013, s0.acc: 93.0149, s0.loss_bbox: 0.1146, s0.loss_mask: 0.2321, s1.loss_cls: 0.0935, s1.acc: 93.5068, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1087, s2.loss_cls: 0.0463, s2.acc: 93.5044, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0510, loss: 1.3279 2022-05-12 12:15:30,586 - mmdet - INFO - Epoch [3][6800/7330] lr: 1.000e-04, eta: 4 days, 3:45:26, time: 1.453, data_time: 0.019, memory: 64726, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0356, loss_semantic_seg: 0.2266, s0.loss_cls: 0.2090, s0.acc: 92.8967, s0.loss_bbox: 0.1175, s0.loss_mask: 0.2296, s1.loss_cls: 0.0983, s1.acc: 93.3467, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1069, s2.loss_cls: 0.0488, s2.acc: 93.2413, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0501, loss: 1.3390 2022-05-12 12:16:43,796 - mmdet - INFO - Epoch [3][6850/7330] lr: 1.000e-04, eta: 4 days, 3:44:02, time: 1.464, data_time: 0.018, memory: 64726, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0350, loss_semantic_seg: 0.2224, s0.loss_cls: 0.1964, s0.acc: 93.1475, s0.loss_bbox: 0.1133, s0.loss_mask: 0.2230, s1.loss_cls: 0.0917, s1.acc: 93.6423, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1039, s2.loss_cls: 0.0456, s2.acc: 93.5443, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0486, loss: 1.2957 2022-05-12 12:17:56,066 - mmdet - INFO - Epoch [3][6900/7330] lr: 1.000e-04, eta: 4 days, 3:42:28, time: 1.445, data_time: 0.017, memory: 64726, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0356, loss_semantic_seg: 0.2319, s0.loss_cls: 0.2017, s0.acc: 93.1245, s0.loss_bbox: 0.1136, s0.loss_mask: 0.2256, s1.loss_cls: 0.0954, s1.acc: 93.5758, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1055, s2.loss_cls: 0.0475, s2.acc: 93.4573, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0491, loss: 1.3159 2022-05-12 12:19:08,612 - mmdet - INFO - Epoch [3][6950/7330] lr: 1.000e-04, eta: 4 days, 3:40:57, time: 1.451, data_time: 0.016, memory: 64726, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2285, s0.loss_cls: 0.2002, s0.acc: 93.0378, s0.loss_bbox: 0.1161, s0.loss_mask: 0.2287, s1.loss_cls: 0.0952, s1.acc: 93.3675, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1066, s2.loss_cls: 0.0465, s2.acc: 93.3089, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0501, loss: 1.3203 2022-05-12 12:20:20,289 - mmdet - INFO - Epoch [3][7000/7330] lr: 1.000e-04, eta: 4 days, 3:39:16, time: 1.434, data_time: 0.016, memory: 64726, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0381, loss_semantic_seg: 0.2328, s0.loss_cls: 0.1998, s0.acc: 92.9954, s0.loss_bbox: 0.1196, s0.loss_mask: 0.2353, s1.loss_cls: 0.0928, s1.acc: 93.4400, s1.loss_bbox: 0.1180, s1.loss_mask: 0.1104, s2.loss_cls: 0.0455, s2.acc: 93.4629, s2.loss_bbox: 0.0703, s2.loss_mask: 0.0517, loss: 1.3455 2022-05-12 12:21:32,868 - mmdet - INFO - Epoch [3][7050/7330] lr: 1.000e-04, eta: 4 days, 3:37:45, time: 1.451, data_time: 0.020, memory: 64726, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0358, loss_semantic_seg: 0.2276, s0.loss_cls: 0.2071, s0.acc: 92.7471, s0.loss_bbox: 0.1235, s0.loss_mask: 0.2338, s1.loss_cls: 0.0980, s1.acc: 93.1551, s1.loss_bbox: 0.1227, s1.loss_mask: 0.1090, s2.loss_cls: 0.0485, s2.acc: 93.1435, s2.loss_bbox: 0.0723, s2.loss_mask: 0.0509, loss: 1.3605 2022-05-12 12:22:46,070 - mmdet - INFO - Epoch [3][7100/7330] lr: 1.000e-04, eta: 4 days, 3:36:22, time: 1.464, data_time: 0.016, memory: 64726, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2225, s0.loss_cls: 0.2001, s0.acc: 93.0166, s0.loss_bbox: 0.1142, s0.loss_mask: 0.2257, s1.loss_cls: 0.0935, s1.acc: 93.4806, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1057, s2.loss_cls: 0.0462, s2.acc: 93.5131, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0494, loss: 1.3081 2022-05-12 12:23:57,550 - mmdet - INFO - Epoch [3][7150/7330] lr: 1.000e-04, eta: 4 days, 3:34:39, time: 1.430, data_time: 0.017, memory: 64726, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2229, s0.loss_cls: 0.1945, s0.acc: 93.2896, s0.loss_bbox: 0.1106, s0.loss_mask: 0.2340, s1.loss_cls: 0.0909, s1.acc: 93.7633, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1086, s2.loss_cls: 0.0454, s2.acc: 93.7453, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0511, loss: 1.3042 2022-05-12 12:25:09,974 - mmdet - INFO - Epoch [3][7200/7330] lr: 1.000e-04, eta: 4 days, 3:33:07, time: 1.448, data_time: 0.016, memory: 64726, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2340, s0.loss_cls: 0.1926, s0.acc: 93.3870, s0.loss_bbox: 0.1106, s0.loss_mask: 0.2231, s1.loss_cls: 0.0898, s1.acc: 93.7288, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1034, s2.loss_cls: 0.0452, s2.acc: 93.6807, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0486, loss: 1.2882 2022-05-12 12:26:22,712 - mmdet - INFO - Epoch [3][7250/7330] lr: 1.000e-04, eta: 4 days, 3:31:39, time: 1.455, data_time: 0.022, memory: 64726, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0358, loss_semantic_seg: 0.2275, s0.loss_cls: 0.2019, s0.acc: 92.9731, s0.loss_bbox: 0.1153, s0.loss_mask: 0.2334, s1.loss_cls: 0.0944, s1.acc: 93.3983, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1087, s2.loss_cls: 0.0466, s2.acc: 93.3547, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0501, loss: 1.3303 2022-05-12 12:27:34,954 - mmdet - INFO - Epoch [3][7300/7330] lr: 1.000e-04, eta: 4 days, 3:30:05, time: 1.445, data_time: 0.014, memory: 64726, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0363, loss_semantic_seg: 0.2277, s0.loss_cls: 0.2074, s0.acc: 92.8398, s0.loss_bbox: 0.1190, s0.loss_mask: 0.2247, s1.loss_cls: 0.0967, s1.acc: 93.2910, s1.loss_bbox: 0.1186, s1.loss_mask: 0.1047, s2.loss_cls: 0.0478, s2.acc: 93.1870, s2.loss_bbox: 0.0716, s2.loss_mask: 0.0491, loss: 1.3363 2022-05-12 12:28:36,183 - mmdet - INFO - Saving checkpoint at 3 epochs 2022-05-12 12:33:35,378 - mmdet - INFO - Evaluating bbox... 2022-05-12 12:34:29,001 - 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 ] = 0.681 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.537 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.345 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.532 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.576 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.673 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.673 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.673 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.511 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.718 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.796 2022-05-12 12:34:29,002 - mmdet - INFO - Evaluating segm... 2022-05-12 12:35:30,625 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.431 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.661 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.469 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 ] = 0.470 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.581 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.592 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 ] = 0.425 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.736 2022-05-12 12:35:31,802 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 12:35:31,803 - mmdet - INFO - Epoch(val) [3][313] bbox_mAP: 0.4850, bbox_mAP_50: 0.6810, bbox_mAP_75: 0.5370, bbox_mAP_s: 0.3450, bbox_mAP_m: 0.5320, bbox_mAP_l: 0.5760, bbox_mAP_copypaste: 0.485 0.681 0.537 0.345 0.532 0.576, segm_mAP: 0.4310, segm_mAP_50: 0.6610, segm_mAP_75: 0.4690, segm_mAP_s: 0.2550, segm_mAP_m: 0.4700, segm_mAP_l: 0.5810, segm_mAP_copypaste: 0.431 0.661 0.469 0.255 0.470 0.581 2022-05-12 12:40:58,438 - mmdet - INFO - Epoch [4][50/7330] lr: 1.000e-04, eta: 4 days, 4:06:10, time: 6.532, data_time: 5.069, memory: 64726, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2271, s0.loss_cls: 0.1767, s0.acc: 93.9487, s0.loss_bbox: 0.1030, s0.loss_mask: 0.2216, s1.loss_cls: 0.0806, s1.acc: 94.4333, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1021, s2.loss_cls: 0.0397, s2.acc: 94.3657, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0479, loss: 1.2260 2022-05-12 12:42:10,565 - mmdet - INFO - Epoch [4][100/7330] lr: 1.000e-04, eta: 4 days, 4:04:30, time: 1.442, data_time: 0.017, memory: 64726, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.2157, s0.loss_cls: 0.1705, s0.acc: 93.9429, s0.loss_bbox: 0.1035, s0.loss_mask: 0.2266, s1.loss_cls: 0.0795, s1.acc: 94.3452, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1055, s2.loss_cls: 0.0402, s2.acc: 94.1218, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0494, loss: 1.2242 2022-05-12 12:43:23,405 - mmdet - INFO - Epoch [4][150/7330] lr: 1.000e-04, eta: 4 days, 4:02:57, time: 1.457, data_time: 0.020, memory: 64726, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0350, loss_semantic_seg: 0.2229, s0.loss_cls: 0.1743, s0.acc: 93.8616, s0.loss_bbox: 0.1055, s0.loss_mask: 0.2224, s1.loss_cls: 0.0806, s1.acc: 94.3297, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1048, s2.loss_cls: 0.0406, s2.acc: 94.1317, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0492, loss: 1.2339 2022-05-12 12:44:35,858 - mmdet - INFO - Epoch [4][200/7330] lr: 1.000e-04, eta: 4 days, 4:01:20, time: 1.449, data_time: 0.018, memory: 64726, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2210, s0.loss_cls: 0.1629, s0.acc: 94.2000, s0.loss_bbox: 0.1029, s0.loss_mask: 0.2192, s1.loss_cls: 0.0748, s1.acc: 94.7580, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1029, s2.loss_cls: 0.0377, s2.acc: 94.5202, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0483, loss: 1.1967 2022-05-12 12:45:48,466 - mmdet - INFO - Epoch [4][250/7330] lr: 1.000e-04, eta: 4 days, 3:59:45, time: 1.452, data_time: 0.016, memory: 64726, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2240, s0.loss_cls: 0.1956, s0.acc: 93.1577, s0.loss_bbox: 0.1131, s0.loss_mask: 0.2190, s1.loss_cls: 0.0908, s1.acc: 93.6871, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1028, s2.loss_cls: 0.0450, s2.acc: 93.5864, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0483, loss: 1.2852 2022-05-12 12:47:01,505 - mmdet - INFO - Epoch [4][300/7330] lr: 1.000e-04, eta: 4 days, 3:58:15, time: 1.461, data_time: 0.012, memory: 64726, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0361, loss_semantic_seg: 0.2286, s0.loss_cls: 0.1930, s0.acc: 93.2217, s0.loss_bbox: 0.1146, s0.loss_mask: 0.2307, s1.loss_cls: 0.0904, s1.acc: 93.6813, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1081, s2.loss_cls: 0.0448, s2.acc: 93.5427, s2.loss_bbox: 0.0707, s2.loss_mask: 0.0509, loss: 1.3189 2022-05-12 12:48:14,759 - mmdet - INFO - Epoch [4][350/7330] lr: 1.000e-04, eta: 4 days, 3:56:47, time: 1.465, data_time: 0.018, memory: 64744, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0355, loss_semantic_seg: 0.2295, s0.loss_cls: 0.1834, s0.acc: 93.6011, s0.loss_bbox: 0.1072, s0.loss_mask: 0.2156, s1.loss_cls: 0.0856, s1.acc: 94.0765, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1005, s2.loss_cls: 0.0427, s2.acc: 93.9480, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0470, loss: 1.2515 2022-05-12 12:49:27,588 - mmdet - INFO - Epoch [4][400/7330] lr: 1.000e-04, eta: 4 days, 3:55:15, time: 1.457, data_time: 0.014, memory: 64744, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2205, s0.loss_cls: 0.1923, s0.acc: 93.2517, s0.loss_bbox: 0.1132, s0.loss_mask: 0.2296, s1.loss_cls: 0.0893, s1.acc: 93.7589, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1067, s2.loss_cls: 0.0448, s2.acc: 93.5599, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0492, loss: 1.2920 2022-05-12 12:50:41,604 - mmdet - INFO - Epoch [4][450/7330] lr: 1.000e-04, eta: 4 days, 3:53:55, time: 1.480, data_time: 0.019, memory: 64744, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0342, loss_semantic_seg: 0.2241, s0.loss_cls: 0.1998, s0.acc: 92.8582, s0.loss_bbox: 0.1165, s0.loss_mask: 0.2248, s1.loss_cls: 0.0930, s1.acc: 93.2734, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1051, s2.loss_cls: 0.0470, s2.acc: 93.0213, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0495, loss: 1.3105 2022-05-12 12:51:55,001 - mmdet - INFO - Epoch [4][500/7330] lr: 1.000e-04, eta: 4 days, 3:52:29, time: 1.468, data_time: 0.018, memory: 64744, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0366, loss_semantic_seg: 0.2306, s0.loss_cls: 0.2065, s0.acc: 92.8032, s0.loss_bbox: 0.1144, s0.loss_mask: 0.2283, s1.loss_cls: 0.0970, s1.acc: 93.3007, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1065, s2.loss_cls: 0.0478, s2.acc: 93.2657, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0500, loss: 1.3356 2022-05-12 12:53:07,710 - mmdet - INFO - Epoch [4][550/7330] lr: 1.000e-04, eta: 4 days, 3:50:56, time: 1.454, data_time: 0.019, memory: 64744, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0361, loss_semantic_seg: 0.2245, s0.loss_cls: 0.1979, s0.acc: 93.0356, s0.loss_bbox: 0.1175, s0.loss_mask: 0.2275, s1.loss_cls: 0.0913, s1.acc: 93.5729, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1058, s2.loss_cls: 0.0456, s2.acc: 93.4496, s2.loss_bbox: 0.0701, s2.loss_mask: 0.0499, loss: 1.3171 2022-05-12 12:54:20,615 - mmdet - INFO - Epoch [4][600/7330] lr: 1.000e-04, eta: 4 days, 3:49:25, time: 1.458, data_time: 0.015, memory: 64744, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0357, loss_semantic_seg: 0.2087, s0.loss_cls: 0.1772, s0.acc: 93.6602, s0.loss_bbox: 0.1103, s0.loss_mask: 0.2250, s1.loss_cls: 0.0836, s1.acc: 94.0772, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1032, s2.loss_cls: 0.0422, s2.acc: 93.8478, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0481, loss: 1.2444 2022-05-12 12:55:33,110 - mmdet - INFO - Epoch [4][650/7330] lr: 1.000e-04, eta: 4 days, 3:47:49, time: 1.450, data_time: 0.018, memory: 64744, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0377, loss_semantic_seg: 0.2213, s0.loss_cls: 0.1885, s0.acc: 93.3623, s0.loss_bbox: 0.1121, s0.loss_mask: 0.2241, s1.loss_cls: 0.0867, s1.acc: 93.8251, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1046, s2.loss_cls: 0.0436, s2.acc: 93.7499, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0488, loss: 1.2808 2022-05-12 12:56:45,205 - mmdet - INFO - Epoch [4][700/7330] lr: 1.000e-04, eta: 4 days, 3:46:10, time: 1.441, data_time: 0.017, memory: 64744, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2162, s0.loss_cls: 0.1779, s0.acc: 93.8044, s0.loss_bbox: 0.1063, s0.loss_mask: 0.2249, s1.loss_cls: 0.0840, s1.acc: 94.2147, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1054, s2.loss_cls: 0.0424, s2.acc: 93.9962, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0492, loss: 1.2453 2022-05-12 12:57:57,481 - mmdet - INFO - Epoch [4][750/7330] lr: 1.000e-04, eta: 4 days, 3:44:32, time: 1.446, data_time: 0.016, memory: 64744, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2135, s0.loss_cls: 0.1799, s0.acc: 93.4827, s0.loss_bbox: 0.1120, s0.loss_mask: 0.2278, s1.loss_cls: 0.0853, s1.acc: 93.8860, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1061, s2.loss_cls: 0.0429, s2.acc: 93.6974, s2.loss_bbox: 0.0703, s2.loss_mask: 0.0500, loss: 1.2688 2022-05-12 12:59:09,543 - mmdet - INFO - Epoch [4][800/7330] lr: 1.000e-04, eta: 4 days, 3:42:53, time: 1.442, data_time: 0.020, memory: 64744, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2237, s0.loss_cls: 0.1773, s0.acc: 93.7415, s0.loss_bbox: 0.1056, s0.loss_mask: 0.2284, s1.loss_cls: 0.0826, s1.acc: 94.1205, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1066, s2.loss_cls: 0.0412, s2.acc: 94.0263, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0496, loss: 1.2499 2022-05-12 13:00:21,670 - mmdet - INFO - Epoch [4][850/7330] lr: 1.000e-04, eta: 4 days, 3:41:14, time: 1.442, data_time: 0.018, memory: 64744, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2200, s0.loss_cls: 0.1812, s0.acc: 93.4329, s0.loss_bbox: 0.1128, s0.loss_mask: 0.2290, s1.loss_cls: 0.0847, s1.acc: 93.9057, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1074, s2.loss_cls: 0.0419, s2.acc: 93.8299, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0504, loss: 1.2734 2022-05-12 13:01:34,798 - mmdet - INFO - Epoch [4][900/7330] lr: 1.000e-04, eta: 4 days, 3:39:45, time: 1.463, data_time: 0.014, memory: 64744, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2224, s0.loss_cls: 0.1937, s0.acc: 93.2410, s0.loss_bbox: 0.1119, s0.loss_mask: 0.2309, s1.loss_cls: 0.0899, s1.acc: 93.5883, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1075, s2.loss_cls: 0.0450, s2.acc: 93.5279, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0505, loss: 1.3012 2022-05-12 13:02:47,840 - mmdet - INFO - Epoch [4][950/7330] lr: 1.000e-04, eta: 4 days, 3:38:16, time: 1.461, data_time: 0.015, memory: 64744, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2306, s0.loss_cls: 0.2066, s0.acc: 92.9490, s0.loss_bbox: 0.1174, s0.loss_mask: 0.2336, s1.loss_cls: 0.0951, s1.acc: 93.4746, s1.loss_bbox: 0.1178, s1.loss_mask: 0.1085, s2.loss_cls: 0.0470, s2.acc: 93.3448, s2.loss_bbox: 0.0710, s2.loss_mask: 0.0509, loss: 1.3427 2022-05-12 13:04:00,950 - mmdet - INFO - Epoch [4][1000/7330] lr: 1.000e-04, eta: 4 days, 3:36:48, time: 1.462, data_time: 0.013, memory: 64744, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0361, loss_semantic_seg: 0.2166, s0.loss_cls: 0.1951, s0.acc: 93.2207, s0.loss_bbox: 0.1143, s0.loss_mask: 0.2250, s1.loss_cls: 0.0903, s1.acc: 93.7727, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1049, s2.loss_cls: 0.0450, s2.acc: 93.6892, s2.loss_bbox: 0.0706, s2.loss_mask: 0.0495, loss: 1.2918 2022-05-12 13:05:14,166 - mmdet - INFO - Epoch [4][1050/7330] lr: 1.000e-04, eta: 4 days, 3:35:21, time: 1.464, data_time: 0.016, memory: 64744, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2262, s0.loss_cls: 0.1912, s0.acc: 93.3643, s0.loss_bbox: 0.1133, s0.loss_mask: 0.2236, s1.loss_cls: 0.0884, s1.acc: 93.9186, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1055, s2.loss_cls: 0.0446, s2.acc: 93.7112, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0494, loss: 1.2865 2022-05-12 13:06:25,563 - mmdet - INFO - Epoch [4][1100/7330] lr: 1.000e-04, eta: 4 days, 3:33:35, time: 1.428, data_time: 0.018, memory: 64744, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0342, loss_semantic_seg: 0.2161, s0.loss_cls: 0.1870, s0.acc: 93.3738, s0.loss_bbox: 0.1136, s0.loss_mask: 0.2295, s1.loss_cls: 0.0860, s1.acc: 93.9201, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1065, s2.loss_cls: 0.0428, s2.acc: 93.9034, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0502, loss: 1.2818 2022-05-12 13:07:36,564 - mmdet - INFO - Epoch [4][1150/7330] lr: 1.000e-04, eta: 4 days, 3:31:44, time: 1.420, data_time: 0.016, memory: 64744, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0366, loss_semantic_seg: 0.2222, s0.loss_cls: 0.1901, s0.acc: 93.2996, s0.loss_bbox: 0.1129, s0.loss_mask: 0.2267, s1.loss_cls: 0.0895, s1.acc: 93.6919, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1051, s2.loss_cls: 0.0451, s2.acc: 93.5558, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0486, loss: 1.2897 2022-05-12 13:08:50,112 - mmdet - INFO - Epoch [4][1200/7330] lr: 1.000e-04, eta: 4 days, 3:30:21, time: 1.471, data_time: 0.017, memory: 64744, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0365, loss_semantic_seg: 0.2173, s0.loss_cls: 0.1892, s0.acc: 93.3555, s0.loss_bbox: 0.1138, s0.loss_mask: 0.2299, s1.loss_cls: 0.0875, s1.acc: 93.8293, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1063, s2.loss_cls: 0.0438, s2.acc: 93.7100, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0491, loss: 1.2858 2022-05-12 13:10:02,952 - mmdet - INFO - Epoch [4][1250/7330] lr: 1.000e-04, eta: 4 days, 3:28:50, time: 1.457, data_time: 0.017, memory: 64744, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0356, loss_semantic_seg: 0.2171, s0.loss_cls: 0.1838, s0.acc: 93.4934, s0.loss_bbox: 0.1107, s0.loss_mask: 0.2263, s1.loss_cls: 0.0853, s1.acc: 93.9727, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1061, s2.loss_cls: 0.0424, s2.acc: 93.8731, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0495, loss: 1.2690 2022-05-12 13:11:15,508 - mmdet - INFO - Epoch [4][1300/7330] lr: 1.000e-04, eta: 4 days, 3:27:17, time: 1.451, data_time: 0.016, memory: 64744, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0357, loss_semantic_seg: 0.2333, s0.loss_cls: 0.1917, s0.acc: 93.3232, s0.loss_bbox: 0.1122, s0.loss_mask: 0.2278, s1.loss_cls: 0.0887, s1.acc: 93.8000, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1062, s2.loss_cls: 0.0442, s2.acc: 93.7033, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0498, loss: 1.3031 2022-05-12 13:12:28,070 - mmdet - INFO - Epoch [4][1350/7330] lr: 1.000e-04, eta: 4 days, 3:25:43, time: 1.451, data_time: 0.015, memory: 64744, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0350, loss_semantic_seg: 0.2218, s0.loss_cls: 0.1827, s0.acc: 93.4963, s0.loss_bbox: 0.1117, s0.loss_mask: 0.2273, s1.loss_cls: 0.0851, s1.acc: 93.9099, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1057, s2.loss_cls: 0.0421, s2.acc: 93.7728, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0496, loss: 1.2691 2022-05-12 13:13:40,608 - mmdet - INFO - Epoch [4][1400/7330] lr: 1.000e-04, eta: 4 days, 3:24:10, time: 1.451, data_time: 0.016, memory: 64744, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0362, loss_semantic_seg: 0.2097, s0.loss_cls: 0.1835, s0.acc: 93.5105, s0.loss_bbox: 0.1123, s0.loss_mask: 0.2277, s1.loss_cls: 0.0851, s1.acc: 93.9690, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1050, s2.loss_cls: 0.0418, s2.acc: 94.0247, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0489, loss: 1.2592 2022-05-12 13:14:52,471 - mmdet - INFO - Epoch [4][1450/7330] lr: 1.000e-04, eta: 4 days, 3:22:29, time: 1.437, data_time: 0.017, memory: 64744, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2265, s0.loss_cls: 0.1772, s0.acc: 93.6216, s0.loss_bbox: 0.1085, s0.loss_mask: 0.2255, s1.loss_cls: 0.0833, s1.acc: 94.0673, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1047, s2.loss_cls: 0.0417, s2.acc: 93.9926, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0488, loss: 1.2509 2022-05-12 13:16:05,425 - mmdet - INFO - Epoch [4][1500/7330] lr: 1.000e-04, eta: 4 days, 3:21:00, time: 1.459, data_time: 0.013, memory: 64744, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2163, s0.loss_cls: 0.1882, s0.acc: 93.5181, s0.loss_bbox: 0.1101, s0.loss_mask: 0.2230, s1.loss_cls: 0.0865, s1.acc: 94.0576, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1029, s2.loss_cls: 0.0426, s2.acc: 93.9886, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0480, loss: 1.2545 2022-05-12 13:17:17,023 - mmdet - INFO - Epoch [4][1550/7330] lr: 1.000e-04, eta: 4 days, 3:19:17, time: 1.432, data_time: 0.014, memory: 64744, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0340, loss_semantic_seg: 0.2291, s0.loss_cls: 0.1780, s0.acc: 93.7515, s0.loss_bbox: 0.1083, s0.loss_mask: 0.2262, s1.loss_cls: 0.0830, s1.acc: 94.1942, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1051, s2.loss_cls: 0.0412, s2.acc: 94.0871, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0488, loss: 1.2610 2022-05-12 13:18:29,474 - mmdet - INFO - Epoch [4][1600/7330] lr: 1.000e-04, eta: 4 days, 3:17:42, time: 1.447, data_time: 0.014, memory: 64744, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0344, loss_semantic_seg: 0.2212, s0.loss_cls: 0.1848, s0.acc: 93.5945, s0.loss_bbox: 0.1080, s0.loss_mask: 0.2240, s1.loss_cls: 0.0853, s1.acc: 94.1380, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1049, s2.loss_cls: 0.0424, s2.acc: 94.0583, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0494, loss: 1.2620 2022-05-12 13:19:41,424 - mmdet - INFO - Epoch [4][1650/7330] lr: 1.000e-04, eta: 4 days, 3:16:04, time: 1.441, data_time: 0.019, memory: 64744, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0360, loss_semantic_seg: 0.2142, s0.loss_cls: 0.1860, s0.acc: 93.5271, s0.loss_bbox: 0.1109, s0.loss_mask: 0.2257, s1.loss_cls: 0.0864, s1.acc: 94.0527, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1053, s2.loss_cls: 0.0429, s2.acc: 93.9215, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0489, loss: 1.2643 2022-05-12 13:20:53,566 - mmdet - INFO - Epoch [4][1700/7330] lr: 1.000e-04, eta: 4 days, 3:14:27, time: 1.443, data_time: 0.012, memory: 64744, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2265, s0.loss_cls: 0.1846, s0.acc: 93.5200, s0.loss_bbox: 0.1108, s0.loss_mask: 0.2266, s1.loss_cls: 0.0861, s1.acc: 93.9741, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1055, s2.loss_cls: 0.0429, s2.acc: 93.8655, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0491, loss: 1.2762 2022-05-12 13:22:05,728 - mmdet - INFO - Epoch [4][1750/7330] lr: 1.000e-04, eta: 4 days, 3:12:50, time: 1.443, data_time: 0.014, memory: 64744, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2161, s0.loss_cls: 0.1756, s0.acc: 93.6841, s0.loss_bbox: 0.1060, s0.loss_mask: 0.2199, s1.loss_cls: 0.0804, s1.acc: 94.2305, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1043, s2.loss_cls: 0.0403, s2.acc: 94.1410, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0489, loss: 1.2284 2022-05-12 13:23:18,055 - mmdet - INFO - Epoch [4][1800/7330] lr: 1.000e-04, eta: 4 days, 3:11:15, time: 1.446, data_time: 0.015, memory: 64744, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2287, s0.loss_cls: 0.1903, s0.acc: 93.4104, s0.loss_bbox: 0.1092, s0.loss_mask: 0.2280, s1.loss_cls: 0.0892, s1.acc: 93.7605, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1059, s2.loss_cls: 0.0442, s2.acc: 93.7331, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0495, loss: 1.2877 2022-05-12 13:24:30,429 - mmdet - INFO - Epoch [4][1850/7330] lr: 1.000e-04, eta: 4 days, 3:09:41, time: 1.447, data_time: 0.022, memory: 64744, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0360, loss_semantic_seg: 0.2185, s0.loss_cls: 0.1966, s0.acc: 93.0522, s0.loss_bbox: 0.1142, s0.loss_mask: 0.2275, s1.loss_cls: 0.0926, s1.acc: 93.4677, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1059, s2.loss_cls: 0.0468, s2.acc: 93.2046, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0492, loss: 1.3052 2022-05-12 13:25:42,906 - mmdet - INFO - Epoch [4][1900/7330] lr: 1.000e-04, eta: 4 days, 3:08:08, time: 1.450, data_time: 0.018, memory: 64744, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0350, loss_semantic_seg: 0.2208, s0.loss_cls: 0.1952, s0.acc: 93.1584, s0.loss_bbox: 0.1155, s0.loss_mask: 0.2293, s1.loss_cls: 0.0910, s1.acc: 93.5576, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1070, s2.loss_cls: 0.0456, s2.acc: 93.4260, s2.loss_bbox: 0.0706, s2.loss_mask: 0.0502, loss: 1.3074 2022-05-12 13:26:54,957 - mmdet - INFO - Epoch [4][1950/7330] lr: 1.000e-04, eta: 4 days, 3:06:30, time: 1.441, data_time: 0.015, memory: 64744, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0345, loss_semantic_seg: 0.2184, s0.loss_cls: 0.1932, s0.acc: 93.1943, s0.loss_bbox: 0.1129, s0.loss_mask: 0.2229, s1.loss_cls: 0.0910, s1.acc: 93.5349, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1037, s2.loss_cls: 0.0452, s2.acc: 93.4326, s2.loss_bbox: 0.0699, s2.loss_mask: 0.0487, loss: 1.2862 2022-05-12 13:28:06,903 - mmdet - INFO - Epoch [4][2000/7330] lr: 1.000e-04, eta: 4 days, 3:04:52, time: 1.439, data_time: 0.015, memory: 64744, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0387, loss_semantic_seg: 0.2327, s0.loss_cls: 0.2052, s0.acc: 92.8271, s0.loss_bbox: 0.1175, s0.loss_mask: 0.2281, s1.loss_cls: 0.0963, s1.acc: 93.2522, s1.loss_bbox: 0.1195, s1.loss_mask: 0.1054, s2.loss_cls: 0.0484, s2.acc: 93.0954, s2.loss_bbox: 0.0716, s2.loss_mask: 0.0490, loss: 1.3474 2022-05-12 13:29:18,752 - mmdet - INFO - Epoch [4][2050/7330] lr: 1.000e-04, eta: 4 days, 3:03:13, time: 1.437, data_time: 0.016, memory: 64744, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2112, s0.loss_cls: 0.1795, s0.acc: 93.6453, s0.loss_bbox: 0.1053, s0.loss_mask: 0.2155, s1.loss_cls: 0.0829, s1.acc: 94.1522, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1021, s2.loss_cls: 0.0419, s2.acc: 94.0318, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0470, loss: 1.2214 2022-05-12 13:30:30,741 - mmdet - INFO - Epoch [4][2100/7330] lr: 1.000e-04, eta: 4 days, 3:01:35, time: 1.439, data_time: 0.020, memory: 64744, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.2274, s0.loss_cls: 0.1957, s0.acc: 93.3262, s0.loss_bbox: 0.1137, s0.loss_mask: 0.2300, s1.loss_cls: 0.0896, s1.acc: 93.8487, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1063, s2.loss_cls: 0.0448, s2.acc: 93.7512, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0495, loss: 1.3014 2022-05-12 13:31:42,585 - mmdet - INFO - Epoch [4][2150/7330] lr: 1.000e-04, eta: 4 days, 2:59:56, time: 1.437, data_time: 0.014, memory: 64744, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2271, s0.loss_cls: 0.1775, s0.acc: 93.7510, s0.loss_bbox: 0.1075, s0.loss_mask: 0.2246, s1.loss_cls: 0.0829, s1.acc: 94.2467, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1057, s2.loss_cls: 0.0414, s2.acc: 94.1413, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0492, loss: 1.2568 2022-05-12 13:32:54,357 - mmdet - INFO - Epoch [4][2200/7330] lr: 1.000e-04, eta: 4 days, 2:58:16, time: 1.435, data_time: 0.013, memory: 64744, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.2202, s0.loss_cls: 0.1853, s0.acc: 93.5022, s0.loss_bbox: 0.1102, s0.loss_mask: 0.2307, s1.loss_cls: 0.0874, s1.acc: 93.8499, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1072, s2.loss_cls: 0.0437, s2.acc: 93.7260, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0506, loss: 1.2810 2022-05-12 13:34:05,093 - mmdet - INFO - Epoch [4][2250/7330] lr: 1.000e-04, eta: 4 days, 2:56:26, time: 1.414, data_time: 0.014, memory: 64744, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2241, s0.loss_cls: 0.1716, s0.acc: 93.9783, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2184, s1.loss_cls: 0.0786, s1.acc: 94.5133, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1025, s2.loss_cls: 0.0394, s2.acc: 94.4148, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0480, loss: 1.2207 2022-05-12 13:35:16,307 - mmdet - INFO - Epoch [4][2300/7330] lr: 1.000e-04, eta: 4 days, 2:54:41, time: 1.424, data_time: 0.018, memory: 64744, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.2226, s0.loss_cls: 0.1906, s0.acc: 93.3030, s0.loss_bbox: 0.1086, s0.loss_mask: 0.2248, s1.loss_cls: 0.0895, s1.acc: 93.7786, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1054, s2.loss_cls: 0.0449, s2.acc: 93.7138, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0496, loss: 1.2753 2022-05-12 13:36:28,623 - mmdet - INFO - Epoch [4][2350/7330] lr: 1.000e-04, eta: 4 days, 2:53:07, time: 1.446, data_time: 0.016, memory: 64744, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0376, loss_semantic_seg: 0.2167, s0.loss_cls: 0.2027, s0.acc: 92.8694, s0.loss_bbox: 0.1178, s0.loss_mask: 0.2274, s1.loss_cls: 0.0942, s1.acc: 93.3593, s1.loss_bbox: 0.1197, s1.loss_mask: 0.1071, s2.loss_cls: 0.0469, s2.acc: 93.2917, s2.loss_bbox: 0.0720, s2.loss_mask: 0.0494, loss: 1.3213 2022-05-12 13:37:40,266 - mmdet - INFO - Epoch [4][2400/7330] lr: 1.000e-04, eta: 4 days, 2:51:27, time: 1.432, data_time: 0.015, memory: 64744, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2113, s0.loss_cls: 0.1894, s0.acc: 93.3433, s0.loss_bbox: 0.1116, s0.loss_mask: 0.2274, s1.loss_cls: 0.0886, s1.acc: 93.7913, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1064, s2.loss_cls: 0.0443, s2.acc: 93.6098, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0495, loss: 1.2730 2022-05-12 13:38:53,764 - mmdet - INFO - Epoch [4][2450/7330] lr: 1.000e-04, eta: 4 days, 2:50:05, time: 1.470, data_time: 0.017, memory: 64744, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0377, loss_semantic_seg: 0.2165, s0.loss_cls: 0.2030, s0.acc: 92.8228, s0.loss_bbox: 0.1204, s0.loss_mask: 0.2267, s1.loss_cls: 0.0947, s1.acc: 93.2550, s1.loss_bbox: 0.1201, s1.loss_mask: 0.1060, s2.loss_cls: 0.0470, s2.acc: 93.2333, s2.loss_bbox: 0.0722, s2.loss_mask: 0.0495, loss: 1.3260 2022-05-12 13:40:06,079 - mmdet - INFO - Epoch [4][2500/7330] lr: 1.000e-04, eta: 4 days, 2:48:31, time: 1.446, data_time: 0.016, memory: 64744, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0340, loss_semantic_seg: 0.2147, s0.loss_cls: 0.1841, s0.acc: 93.4238, s0.loss_bbox: 0.1101, s0.loss_mask: 0.2230, s1.loss_cls: 0.0855, s1.acc: 93.9773, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1042, s2.loss_cls: 0.0425, s2.acc: 93.8500, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0490, loss: 1.2617 2022-05-12 13:41:18,184 - mmdet - INFO - Epoch [4][2550/7330] lr: 1.000e-04, eta: 4 days, 2:46:55, time: 1.442, data_time: 0.015, memory: 64744, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2125, s0.loss_cls: 0.1823, s0.acc: 93.5925, s0.loss_bbox: 0.1067, s0.loss_mask: 0.2178, s1.loss_cls: 0.0842, s1.acc: 94.0225, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1020, s2.loss_cls: 0.0424, s2.acc: 93.8692, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0478, loss: 1.2285 2022-05-12 13:42:29,442 - mmdet - INFO - Epoch [4][2600/7330] lr: 1.000e-04, eta: 4 days, 2:45:11, time: 1.425, data_time: 0.018, memory: 64744, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.2306, s0.loss_cls: 0.1887, s0.acc: 93.3428, s0.loss_bbox: 0.1106, s0.loss_mask: 0.2242, s1.loss_cls: 0.0876, s1.acc: 93.8207, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1046, s2.loss_cls: 0.0433, s2.acc: 93.7792, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0490, loss: 1.2811 2022-05-12 13:43:41,384 - mmdet - INFO - Epoch [4][2650/7330] lr: 1.000e-04, eta: 4 days, 2:43:35, time: 1.439, data_time: 0.016, memory: 64744, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0340, loss_semantic_seg: 0.2199, s0.loss_cls: 0.1881, s0.acc: 93.4009, s0.loss_bbox: 0.1113, s0.loss_mask: 0.2216, s1.loss_cls: 0.0879, s1.acc: 93.8220, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1036, s2.loss_cls: 0.0437, s2.acc: 93.6765, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0486, loss: 1.2698 2022-05-12 13:44:53,584 - mmdet - INFO - Epoch [4][2700/7330] lr: 1.000e-04, eta: 4 days, 2:42:00, time: 1.444, data_time: 0.017, memory: 64744, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2336, s0.loss_cls: 0.1957, s0.acc: 93.2610, s0.loss_bbox: 0.1093, s0.loss_mask: 0.2214, s1.loss_cls: 0.0910, s1.acc: 93.7767, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1032, s2.loss_cls: 0.0453, s2.acc: 93.7024, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0483, loss: 1.2887 2022-05-12 13:46:05,545 - mmdet - INFO - Epoch [4][2750/7330] lr: 1.000e-04, eta: 4 days, 2:40:23, time: 1.439, data_time: 0.016, memory: 64744, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0344, loss_semantic_seg: 0.2153, s0.loss_cls: 0.1931, s0.acc: 93.1736, s0.loss_bbox: 0.1151, s0.loss_mask: 0.2256, s1.loss_cls: 0.0910, s1.acc: 93.6936, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1052, s2.loss_cls: 0.0451, s2.acc: 93.6052, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0495, loss: 1.2845 2022-05-12 13:47:18,796 - mmdet - INFO - Epoch [4][2800/7330] lr: 1.000e-04, eta: 4 days, 2:38:59, time: 1.464, data_time: 0.018, memory: 64744, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0355, loss_semantic_seg: 0.2193, s0.loss_cls: 0.1934, s0.acc: 93.1826, s0.loss_bbox: 0.1147, s0.loss_mask: 0.2307, s1.loss_cls: 0.0896, s1.acc: 93.7606, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1083, s2.loss_cls: 0.0446, s2.acc: 93.6347, s2.loss_bbox: 0.0713, s2.loss_mask: 0.0507, loss: 1.3067 2022-05-12 13:48:31,118 - mmdet - INFO - Epoch [4][2850/7330] lr: 1.000e-04, eta: 4 days, 2:37:26, time: 1.447, data_time: 0.020, memory: 64744, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2242, s0.loss_cls: 0.1868, s0.acc: 93.4106, s0.loss_bbox: 0.1130, s0.loss_mask: 0.2267, s1.loss_cls: 0.0863, s1.acc: 93.9382, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1056, s2.loss_cls: 0.0425, s2.acc: 93.8650, s2.loss_bbox: 0.0694, s2.loss_mask: 0.0491, loss: 1.2836 2022-05-12 13:49:43,545 - mmdet - INFO - Epoch [4][2900/7330] lr: 1.000e-04, eta: 4 days, 2:35:54, time: 1.449, data_time: 0.016, memory: 64744, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0383, loss_semantic_seg: 0.2281, s0.loss_cls: 0.1939, s0.acc: 93.0835, s0.loss_bbox: 0.1165, s0.loss_mask: 0.2337, s1.loss_cls: 0.0912, s1.acc: 93.5426, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1095, s2.loss_cls: 0.0447, s2.acc: 93.4816, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0506, loss: 1.3235 2022-05-12 13:50:55,402 - mmdet - INFO - Epoch [4][2950/7330] lr: 1.000e-04, eta: 4 days, 2:34:17, time: 1.437, data_time: 0.017, memory: 64744, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2181, s0.loss_cls: 0.1800, s0.acc: 93.6343, s0.loss_bbox: 0.1109, s0.loss_mask: 0.2278, s1.loss_cls: 0.0830, s1.acc: 94.0889, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1056, s2.loss_cls: 0.0417, s2.acc: 94.0196, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0488, loss: 1.2587 2022-05-12 13:52:07,515 - mmdet - INFO - Epoch [4][3000/7330] lr: 1.000e-04, eta: 4 days, 2:32:42, time: 1.442, data_time: 0.016, memory: 64744, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2187, s0.loss_cls: 0.1762, s0.acc: 93.7402, s0.loss_bbox: 0.1073, s0.loss_mask: 0.2279, s1.loss_cls: 0.0820, s1.acc: 94.2123, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1057, s2.loss_cls: 0.0407, s2.acc: 94.1218, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0492, loss: 1.2469 2022-05-12 13:53:19,605 - mmdet - INFO - Epoch [4][3050/7330] lr: 1.000e-04, eta: 4 days, 2:31:07, time: 1.442, data_time: 0.016, memory: 64744, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0375, loss_semantic_seg: 0.2113, s0.loss_cls: 0.1848, s0.acc: 93.4697, s0.loss_bbox: 0.1094, s0.loss_mask: 0.2264, s1.loss_cls: 0.0873, s1.acc: 93.9240, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1062, s2.loss_cls: 0.0435, s2.acc: 93.7130, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0496, loss: 1.2659 2022-05-12 13:54:30,954 - mmdet - INFO - Epoch [4][3100/7330] lr: 1.000e-04, eta: 4 days, 2:29:26, time: 1.428, data_time: 0.014, memory: 64744, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2148, s0.loss_cls: 0.1804, s0.acc: 93.6377, s0.loss_bbox: 0.1108, s0.loss_mask: 0.2274, s1.loss_cls: 0.0818, s1.acc: 94.2142, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1057, s2.loss_cls: 0.0406, s2.acc: 94.1504, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0488, loss: 1.2554 2022-05-12 13:55:43,100 - mmdet - INFO - Epoch [4][3150/7330] lr: 1.000e-04, eta: 4 days, 2:27:51, time: 1.443, data_time: 0.017, memory: 64744, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0369, loss_semantic_seg: 0.2194, s0.loss_cls: 0.1905, s0.acc: 93.2378, s0.loss_bbox: 0.1122, s0.loss_mask: 0.2312, s1.loss_cls: 0.0890, s1.acc: 93.7681, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1074, s2.loss_cls: 0.0443, s2.acc: 93.6699, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0501, loss: 1.2968 2022-05-12 13:56:54,701 - mmdet - INFO - Epoch [4][3200/7330] lr: 1.000e-04, eta: 4 days, 2:26:12, time: 1.432, data_time: 0.017, memory: 64746, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0340, loss_semantic_seg: 0.2228, s0.loss_cls: 0.1716, s0.acc: 93.9004, s0.loss_bbox: 0.1058, s0.loss_mask: 0.2288, s1.loss_cls: 0.0795, s1.acc: 94.3583, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1064, s2.loss_cls: 0.0400, s2.acc: 94.1932, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0496, loss: 1.2433 2022-05-12 13:58:06,139 - mmdet - INFO - Epoch [4][3250/7330] lr: 1.000e-04, eta: 4 days, 2:24:32, time: 1.429, data_time: 0.014, memory: 64746, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0363, loss_semantic_seg: 0.2209, s0.loss_cls: 0.1755, s0.acc: 93.8518, s0.loss_bbox: 0.1059, s0.loss_mask: 0.2275, s1.loss_cls: 0.0812, s1.acc: 94.2595, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1053, s2.loss_cls: 0.0408, s2.acc: 94.2429, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0495, loss: 1.2403 2022-05-12 13:59:17,503 - mmdet - INFO - Epoch [4][3300/7330] lr: 1.000e-04, eta: 4 days, 2:22:50, time: 1.427, data_time: 0.019, memory: 64746, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2233, s0.loss_cls: 0.1803, s0.acc: 93.5383, s0.loss_bbox: 0.1119, s0.loss_mask: 0.2283, s1.loss_cls: 0.0839, s1.acc: 94.0759, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1054, s2.loss_cls: 0.0417, s2.acc: 94.0186, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0493, loss: 1.2647 2022-05-12 14:00:28,410 - mmdet - INFO - Epoch [4][3350/7330] lr: 1.000e-04, eta: 4 days, 2:21:05, time: 1.418, data_time: 0.020, memory: 64746, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0344, loss_semantic_seg: 0.2147, s0.loss_cls: 0.1687, s0.acc: 93.8945, s0.loss_bbox: 0.1041, s0.loss_mask: 0.2234, s1.loss_cls: 0.0784, s1.acc: 94.3913, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1042, s2.loss_cls: 0.0395, s2.acc: 94.2794, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0489, loss: 1.2131 2022-05-12 14:01:40,978 - mmdet - INFO - Epoch [4][3400/7330] lr: 1.000e-04, eta: 4 days, 2:19:35, time: 1.452, data_time: 0.015, memory: 64746, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2153, s0.loss_cls: 0.1728, s0.acc: 93.9231, s0.loss_bbox: 0.1045, s0.loss_mask: 0.2241, s1.loss_cls: 0.0790, s1.acc: 94.4361, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1048, s2.loss_cls: 0.0392, s2.acc: 94.3414, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0487, loss: 1.2168 2022-05-12 14:02:53,054 - mmdet - INFO - Epoch [4][3450/7330] lr: 1.000e-04, eta: 4 days, 2:18:01, time: 1.442, data_time: 0.012, memory: 64746, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2252, s0.loss_cls: 0.1687, s0.acc: 93.9180, s0.loss_bbox: 0.1034, s0.loss_mask: 0.2214, s1.loss_cls: 0.0791, s1.acc: 94.3270, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1030, s2.loss_cls: 0.0392, s2.acc: 94.3126, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0481, loss: 1.2152 2022-05-12 14:04:04,984 - mmdet - INFO - Epoch [4][3500/7330] lr: 1.000e-04, eta: 4 days, 2:16:25, time: 1.439, data_time: 0.014, memory: 64746, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0351, loss_semantic_seg: 0.2307, s0.loss_cls: 0.1826, s0.acc: 93.5669, s0.loss_bbox: 0.1113, s0.loss_mask: 0.2265, s1.loss_cls: 0.0855, s1.acc: 93.9764, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1048, s2.loss_cls: 0.0426, s2.acc: 93.9392, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0490, loss: 1.2751 2022-05-12 14:05:16,943 - mmdet - INFO - Epoch [4][3550/7330] lr: 1.000e-04, eta: 4 days, 2:14:50, time: 1.439, data_time: 0.019, memory: 64746, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2138, s0.loss_cls: 0.1745, s0.acc: 93.6802, s0.loss_bbox: 0.1054, s0.loss_mask: 0.2253, s1.loss_cls: 0.0809, s1.acc: 94.2465, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1055, s2.loss_cls: 0.0401, s2.acc: 94.1506, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0494, loss: 1.2305 2022-05-12 14:06:28,774 - mmdet - INFO - Epoch [4][3600/7330] lr: 1.000e-04, eta: 4 days, 2:13:14, time: 1.437, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2160, s0.loss_cls: 0.1732, s0.acc: 93.8757, s0.loss_bbox: 0.1064, s0.loss_mask: 0.2281, s1.loss_cls: 0.0810, s1.acc: 94.3075, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1066, s2.loss_cls: 0.0409, s2.acc: 94.0967, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0494, loss: 1.2380 2022-05-12 14:07:41,182 - mmdet - INFO - Epoch [4][3650/7330] lr: 1.000e-04, eta: 4 days, 2:11:43, time: 1.448, data_time: 0.016, memory: 64746, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0357, loss_semantic_seg: 0.2217, s0.loss_cls: 0.1827, s0.acc: 93.5723, s0.loss_bbox: 0.1110, s0.loss_mask: 0.2264, s1.loss_cls: 0.0857, s1.acc: 93.9317, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1053, s2.loss_cls: 0.0423, s2.acc: 93.9147, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0489, loss: 1.2662 2022-05-12 14:08:53,644 - mmdet - INFO - Epoch [4][3700/7330] lr: 1.000e-04, eta: 4 days, 2:10:13, time: 1.449, data_time: 0.019, memory: 64746, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0352, loss_semantic_seg: 0.2200, s0.loss_cls: 0.1914, s0.acc: 93.3064, s0.loss_bbox: 0.1132, s0.loss_mask: 0.2334, s1.loss_cls: 0.0913, s1.acc: 93.6055, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1081, s2.loss_cls: 0.0463, s2.acc: 93.3481, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0500, loss: 1.2990 2022-05-12 14:10:05,586 - mmdet - INFO - Epoch [4][3750/7330] lr: 1.000e-04, eta: 4 days, 2:08:38, time: 1.439, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0354, loss_semantic_seg: 0.2226, s0.loss_cls: 0.1751, s0.acc: 93.7371, s0.loss_bbox: 0.1072, s0.loss_mask: 0.2294, s1.loss_cls: 0.0819, s1.acc: 94.2006, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1071, s2.loss_cls: 0.0410, s2.acc: 93.9878, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0501, loss: 1.2576 2022-05-12 14:11:17,503 - mmdet - INFO - Epoch [4][3800/7330] lr: 1.000e-04, eta: 4 days, 2:07:03, time: 1.438, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2230, s0.loss_cls: 0.1782, s0.acc: 93.7605, s0.loss_bbox: 0.1078, s0.loss_mask: 0.2336, s1.loss_cls: 0.0840, s1.acc: 94.1808, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1088, s2.loss_cls: 0.0422, s2.acc: 93.9545, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0507, loss: 1.2641 2022-05-12 14:12:29,878 - mmdet - INFO - Epoch [4][3850/7330] lr: 1.000e-04, eta: 4 days, 2:05:32, time: 1.448, data_time: 0.022, memory: 64746, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0342, loss_semantic_seg: 0.2141, s0.loss_cls: 0.1718, s0.acc: 94.0327, s0.loss_bbox: 0.1038, s0.loss_mask: 0.2243, s1.loss_cls: 0.0798, s1.acc: 94.4721, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1039, s2.loss_cls: 0.0394, s2.acc: 94.3396, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0482, loss: 1.2189 2022-05-12 14:13:42,711 - mmdet - INFO - Epoch [4][3900/7330] lr: 1.000e-04, eta: 4 days, 2:04:06, time: 1.457, data_time: 0.014, memory: 64746, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0348, loss_semantic_seg: 0.2090, s0.loss_cls: 0.1646, s0.acc: 94.1501, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2173, s1.loss_cls: 0.0764, s1.acc: 94.5115, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1012, s2.loss_cls: 0.0384, s2.acc: 94.4302, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0470, loss: 1.1837 2022-05-12 14:14:55,778 - mmdet - INFO - Epoch [4][3950/7330] lr: 1.000e-04, eta: 4 days, 2:02:41, time: 1.461, data_time: 0.020, memory: 64746, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0356, loss_semantic_seg: 0.2251, s0.loss_cls: 0.1858, s0.acc: 93.4131, s0.loss_bbox: 0.1119, s0.loss_mask: 0.2268, s1.loss_cls: 0.0873, s1.acc: 93.9116, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1051, s2.loss_cls: 0.0433, s2.acc: 93.7592, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0486, loss: 1.2765 2022-05-12 14:16:08,275 - mmdet - INFO - Epoch [4][4000/7330] lr: 1.000e-04, eta: 4 days, 2:01:12, time: 1.450, data_time: 0.017, memory: 64746, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2170, s0.loss_cls: 0.1908, s0.acc: 93.4097, s0.loss_bbox: 0.1108, s0.loss_mask: 0.2207, s1.loss_cls: 0.0877, s1.acc: 93.8598, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1033, s2.loss_cls: 0.0435, s2.acc: 93.8892, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0484, loss: 1.2639 2022-05-12 14:17:19,990 - mmdet - INFO - Epoch [4][4050/7330] lr: 1.000e-04, eta: 4 days, 1:59:35, time: 1.434, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2151, s0.loss_cls: 0.1843, s0.acc: 93.6836, s0.loss_bbox: 0.1057, s0.loss_mask: 0.2199, s1.loss_cls: 0.0845, s1.acc: 94.1710, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1020, s2.loss_cls: 0.0415, s2.acc: 94.1452, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0478, loss: 1.2338 2022-05-12 14:18:32,764 - mmdet - INFO - Epoch [4][4100/7330] lr: 1.000e-04, eta: 4 days, 1:58:08, time: 1.455, data_time: 0.013, memory: 64746, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2261, s0.loss_cls: 0.1801, s0.acc: 93.8140, s0.loss_bbox: 0.1045, s0.loss_mask: 0.2174, s1.loss_cls: 0.0834, s1.acc: 94.3325, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1012, s2.loss_cls: 0.0409, s2.acc: 94.3170, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0472, loss: 1.2282 2022-05-12 14:19:44,892 - mmdet - INFO - Epoch [4][4150/7330] lr: 1.000e-04, eta: 4 days, 1:56:36, time: 1.442, data_time: 0.017, memory: 64746, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0362, loss_semantic_seg: 0.2180, s0.loss_cls: 0.1844, s0.acc: 93.4209, s0.loss_bbox: 0.1142, s0.loss_mask: 0.2285, s1.loss_cls: 0.0861, s1.acc: 93.8679, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1073, s2.loss_cls: 0.0429, s2.acc: 93.7335, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0500, loss: 1.2798 2022-05-12 14:20:57,750 - mmdet - INFO - Epoch [4][4200/7330] lr: 1.000e-04, eta: 4 days, 1:55:10, time: 1.457, data_time: 0.020, memory: 64746, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0344, loss_semantic_seg: 0.2136, s0.loss_cls: 0.1819, s0.acc: 93.6350, s0.loss_bbox: 0.1109, s0.loss_mask: 0.2267, s1.loss_cls: 0.0851, s1.acc: 94.1448, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1051, s2.loss_cls: 0.0420, s2.acc: 94.0290, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0491, loss: 1.2528 2022-05-12 14:22:09,972 - mmdet - INFO - Epoch [4][4250/7330] lr: 1.000e-04, eta: 4 days, 1:53:38, time: 1.445, data_time: 0.015, memory: 64746, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2199, s0.loss_cls: 0.1870, s0.acc: 93.4675, s0.loss_bbox: 0.1099, s0.loss_mask: 0.2249, s1.loss_cls: 0.0867, s1.acc: 93.9443, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1061, s2.loss_cls: 0.0432, s2.acc: 93.8598, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0496, loss: 1.2667 2022-05-12 14:23:22,047 - mmdet - INFO - Epoch [4][4300/7330] lr: 1.000e-04, eta: 4 days, 1:52:05, time: 1.442, data_time: 0.015, memory: 64746, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.2218, s0.loss_cls: 0.1828, s0.acc: 93.6003, s0.loss_bbox: 0.1065, s0.loss_mask: 0.2195, s1.loss_cls: 0.0846, s1.acc: 94.0447, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1023, s2.loss_cls: 0.0418, s2.acc: 93.9788, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0475, loss: 1.2402 2022-05-12 14:24:33,689 - mmdet - INFO - Epoch [4][4350/7330] lr: 1.000e-04, eta: 4 days, 1:50:29, time: 1.433, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2174, s0.loss_cls: 0.1828, s0.acc: 93.5195, s0.loss_bbox: 0.1086, s0.loss_mask: 0.2228, s1.loss_cls: 0.0843, s1.acc: 94.0827, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1042, s2.loss_cls: 0.0415, s2.acc: 94.0170, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0488, loss: 1.2538 2022-05-12 14:25:46,112 - mmdet - INFO - Epoch [4][4400/7330] lr: 1.000e-04, eta: 4 days, 1:48:59, time: 1.448, data_time: 0.014, memory: 64746, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0351, loss_semantic_seg: 0.2152, s0.loss_cls: 0.1789, s0.acc: 93.6973, s0.loss_bbox: 0.1076, s0.loss_mask: 0.2227, s1.loss_cls: 0.0831, s1.acc: 94.1615, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1025, s2.loss_cls: 0.0412, s2.acc: 94.0258, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0476, loss: 1.2371 2022-05-12 14:26:57,856 - mmdet - INFO - Epoch [4][4450/7330] lr: 1.000e-04, eta: 4 days, 1:47:23, time: 1.435, data_time: 0.014, memory: 64746, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.2200, s0.loss_cls: 0.1799, s0.acc: 93.6333, s0.loss_bbox: 0.1100, s0.loss_mask: 0.2257, s1.loss_cls: 0.0831, s1.acc: 94.1627, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1065, s2.loss_cls: 0.0419, s2.acc: 93.9943, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0500, loss: 1.2588 2022-05-12 14:28:10,431 - mmdet - INFO - Epoch [4][4500/7330] lr: 1.000e-04, eta: 4 days, 1:45:55, time: 1.452, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2135, s0.loss_cls: 0.1802, s0.acc: 93.6389, s0.loss_bbox: 0.1079, s0.loss_mask: 0.2246, s1.loss_cls: 0.0834, s1.acc: 94.1388, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1042, s2.loss_cls: 0.0417, s2.acc: 94.0242, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0488, loss: 1.2388 2022-05-12 14:29:22,643 - mmdet - INFO - Epoch [4][4550/7330] lr: 1.000e-04, eta: 4 days, 1:44:24, time: 1.444, data_time: 0.014, memory: 64746, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.2143, s0.loss_cls: 0.1849, s0.acc: 93.4844, s0.loss_bbox: 0.1093, s0.loss_mask: 0.2291, s1.loss_cls: 0.0875, s1.acc: 93.8065, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1078, s2.loss_cls: 0.0434, s2.acc: 93.7978, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0510, loss: 1.2638 2022-05-12 14:30:35,460 - mmdet - INFO - Epoch [4][4600/7330] lr: 1.000e-04, eta: 4 days, 1:42:58, time: 1.456, data_time: 0.019, memory: 64746, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0346, loss_semantic_seg: 0.2143, s0.loss_cls: 0.1921, s0.acc: 93.1731, s0.loss_bbox: 0.1128, s0.loss_mask: 0.2252, s1.loss_cls: 0.0906, s1.acc: 93.5689, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1044, s2.loss_cls: 0.0450, s2.acc: 93.5050, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0488, loss: 1.2847 2022-05-12 14:31:48,019 - mmdet - INFO - Epoch [4][4650/7330] lr: 1.000e-04, eta: 4 days, 1:41:30, time: 1.452, data_time: 0.019, memory: 64746, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0342, loss_semantic_seg: 0.2204, s0.loss_cls: 0.1829, s0.acc: 93.5945, s0.loss_bbox: 0.1090, s0.loss_mask: 0.2225, s1.loss_cls: 0.0837, s1.acc: 94.0591, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1031, s2.loss_cls: 0.0414, s2.acc: 94.0318, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0483, loss: 1.2552 2022-05-12 14:33:00,781 - mmdet - INFO - Epoch [4][4700/7330] lr: 1.000e-04, eta: 4 days, 1:40:04, time: 1.455, data_time: 0.013, memory: 64746, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0358, loss_semantic_seg: 0.2234, s0.loss_cls: 0.1878, s0.acc: 93.2683, s0.loss_bbox: 0.1128, s0.loss_mask: 0.2334, s1.loss_cls: 0.0884, s1.acc: 93.7096, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1085, s2.loss_cls: 0.0440, s2.acc: 93.5258, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0506, loss: 1.2990 2022-05-12 14:34:12,787 - mmdet - INFO - Epoch [4][4750/7330] lr: 1.000e-04, eta: 4 days, 1:38:31, time: 1.440, data_time: 0.016, memory: 64746, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0359, loss_semantic_seg: 0.2128, s0.loss_cls: 0.1852, s0.acc: 93.3733, s0.loss_bbox: 0.1104, s0.loss_mask: 0.2267, s1.loss_cls: 0.0867, s1.acc: 93.8442, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1058, s2.loss_cls: 0.0433, s2.acc: 93.7573, s2.loss_bbox: 0.0705, s2.loss_mask: 0.0492, loss: 1.2704 2022-05-12 14:35:24,883 - mmdet - INFO - Epoch [4][4800/7330] lr: 1.000e-04, eta: 4 days, 1:36:59, time: 1.442, data_time: 0.017, memory: 64746, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.2175, s0.loss_cls: 0.1805, s0.acc: 93.6230, s0.loss_bbox: 0.1066, s0.loss_mask: 0.2246, s1.loss_cls: 0.0838, s1.acc: 94.0736, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1064, s2.loss_cls: 0.0418, s2.acc: 94.0652, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0505, loss: 1.2431 2022-05-12 14:36:37,436 - mmdet - INFO - Epoch [4][4850/7330] lr: 1.000e-04, eta: 4 days, 1:35:31, time: 1.451, data_time: 0.019, memory: 64746, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.2201, s0.loss_cls: 0.1756, s0.acc: 93.7695, s0.loss_bbox: 0.1050, s0.loss_mask: 0.2223, s1.loss_cls: 0.0818, s1.acc: 94.2165, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1051, s2.loss_cls: 0.0411, s2.acc: 94.1274, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0495, loss: 1.2372 2022-05-12 14:37:47,931 - mmdet - INFO - Epoch [4][4900/7330] lr: 1.000e-04, eta: 4 days, 1:33:45, time: 1.410, data_time: 0.014, memory: 64746, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2181, s0.loss_cls: 0.1780, s0.acc: 93.6599, s0.loss_bbox: 0.1104, s0.loss_mask: 0.2271, s1.loss_cls: 0.0834, s1.acc: 94.1072, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1059, s2.loss_cls: 0.0412, s2.acc: 94.0400, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0487, loss: 1.2504 2022-05-12 14:38:59,564 - mmdet - INFO - Epoch [4][4950/7330] lr: 1.000e-04, eta: 4 days, 1:32:09, time: 1.433, data_time: 0.017, memory: 64746, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.2214, s0.loss_cls: 0.1750, s0.acc: 93.8369, s0.loss_bbox: 0.1052, s0.loss_mask: 0.2237, s1.loss_cls: 0.0820, s1.acc: 94.2967, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1044, s2.loss_cls: 0.0411, s2.acc: 94.1010, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0487, loss: 1.2342 2022-05-12 14:40:11,893 - mmdet - INFO - Epoch [4][5000/7330] lr: 1.000e-04, eta: 4 days, 1:30:40, time: 1.447, data_time: 0.013, memory: 64746, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0348, loss_semantic_seg: 0.2120, s0.loss_cls: 0.1892, s0.acc: 93.2749, s0.loss_bbox: 0.1120, s0.loss_mask: 0.2266, s1.loss_cls: 0.0895, s1.acc: 93.6348, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1049, s2.loss_cls: 0.0445, s2.acc: 93.6259, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0489, loss: 1.2738 2022-05-12 14:41:24,491 - mmdet - INFO - Epoch [4][5050/7330] lr: 1.000e-04, eta: 4 days, 1:29:13, time: 1.452, data_time: 0.017, memory: 64746, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.2151, s0.loss_cls: 0.1761, s0.acc: 93.8704, s0.loss_bbox: 0.1043, s0.loss_mask: 0.2261, s1.loss_cls: 0.0821, s1.acc: 94.2669, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1055, s2.loss_cls: 0.0411, s2.acc: 94.2445, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0494, loss: 1.2304 2022-05-12 14:42:36,361 - mmdet - INFO - Epoch [4][5100/7330] lr: 1.000e-04, eta: 4 days, 1:27:39, time: 1.437, data_time: 0.017, memory: 64746, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0353, loss_semantic_seg: 0.2135, s0.loss_cls: 0.1790, s0.acc: 93.7314, s0.loss_bbox: 0.1064, s0.loss_mask: 0.2268, s1.loss_cls: 0.0836, s1.acc: 94.2110, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1049, s2.loss_cls: 0.0417, s2.acc: 94.0337, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0490, loss: 1.2398 2022-05-12 14:43:48,718 - mmdet - INFO - Epoch [4][5150/7330] lr: 1.000e-04, eta: 4 days, 1:26:10, time: 1.447, data_time: 0.017, memory: 64746, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0360, loss_semantic_seg: 0.2182, s0.loss_cls: 0.1970, s0.acc: 93.1655, s0.loss_bbox: 0.1131, s0.loss_mask: 0.2265, s1.loss_cls: 0.0915, s1.acc: 93.6318, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1056, s2.loss_cls: 0.0460, s2.acc: 93.4762, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0492, loss: 1.2946 2022-05-12 14:45:01,806 - mmdet - INFO - Epoch [4][5200/7330] lr: 1.000e-04, eta: 4 days, 1:24:47, time: 1.462, data_time: 0.015, memory: 64746, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2103, s0.loss_cls: 0.1868, s0.acc: 93.4993, s0.loss_bbox: 0.1100, s0.loss_mask: 0.2252, s1.loss_cls: 0.0869, s1.acc: 93.9331, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1050, s2.loss_cls: 0.0433, s2.acc: 93.8402, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0485, loss: 1.2588 2022-05-12 14:46:13,818 - mmdet - INFO - Epoch [4][5250/7330] lr: 1.000e-04, eta: 4 days, 1:23:15, time: 1.440, data_time: 0.020, memory: 64746, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2153, s0.loss_cls: 0.1841, s0.acc: 93.4253, s0.loss_bbox: 0.1100, s0.loss_mask: 0.2252, s1.loss_cls: 0.0856, s1.acc: 93.8961, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1062, s2.loss_cls: 0.0430, s2.acc: 93.7756, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0497, loss: 1.2670 2022-05-12 14:47:26,862 - mmdet - INFO - Epoch [4][5300/7330] lr: 1.000e-04, eta: 4 days, 1:21:52, time: 1.461, data_time: 0.016, memory: 64746, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2312, s0.loss_cls: 0.1967, s0.acc: 93.2136, s0.loss_bbox: 0.1111, s0.loss_mask: 0.2321, s1.loss_cls: 0.0912, s1.acc: 93.7375, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1071, s2.loss_cls: 0.0448, s2.acc: 93.7556, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0499, loss: 1.3082 2022-05-12 14:48:38,976 - mmdet - INFO - Epoch [4][5350/7330] lr: 1.000e-04, eta: 4 days, 1:20:21, time: 1.442, data_time: 0.017, memory: 64746, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2096, s0.loss_cls: 0.1886, s0.acc: 93.2271, s0.loss_bbox: 0.1149, s0.loss_mask: 0.2350, s1.loss_cls: 0.0883, s1.acc: 93.6544, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1100, s2.loss_cls: 0.0441, s2.acc: 93.5345, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0512, loss: 1.2882 2022-05-12 14:49:50,521 - mmdet - INFO - Epoch [4][5400/7330] lr: 1.000e-04, eta: 4 days, 1:18:45, time: 1.431, data_time: 0.015, memory: 64746, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2251, s0.loss_cls: 0.1783, s0.acc: 93.7322, s0.loss_bbox: 0.1082, s0.loss_mask: 0.2237, s1.loss_cls: 0.0812, s1.acc: 94.2943, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1040, s2.loss_cls: 0.0411, s2.acc: 94.0688, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0489, loss: 1.2535 2022-05-12 14:51:03,345 - mmdet - INFO - Epoch [4][5450/7330] lr: 1.000e-04, eta: 4 days, 1:17:20, time: 1.456, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0344, loss_semantic_seg: 0.2192, s0.loss_cls: 0.1884, s0.acc: 93.3455, s0.loss_bbox: 0.1141, s0.loss_mask: 0.2250, s1.loss_cls: 0.0884, s1.acc: 93.7489, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1048, s2.loss_cls: 0.0440, s2.acc: 93.5605, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0491, loss: 1.2786 2022-05-12 14:52:15,291 - mmdet - INFO - Epoch [4][5500/7330] lr: 1.000e-04, eta: 4 days, 1:15:48, time: 1.439, data_time: 0.016, memory: 64746, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0350, loss_semantic_seg: 0.2160, s0.loss_cls: 0.1870, s0.acc: 93.4197, s0.loss_bbox: 0.1099, s0.loss_mask: 0.2289, s1.loss_cls: 0.0872, s1.acc: 93.9583, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1065, s2.loss_cls: 0.0438, s2.acc: 93.8578, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0496, loss: 1.2698 2022-05-12 14:53:27,130 - mmdet - INFO - Epoch [4][5550/7330] lr: 1.000e-04, eta: 4 days, 1:14:15, time: 1.437, data_time: 0.021, memory: 64746, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.2194, s0.loss_cls: 0.1727, s0.acc: 93.9424, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2080, s1.loss_cls: 0.0803, s1.acc: 94.3197, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0980, s2.loss_cls: 0.0403, s2.acc: 94.1702, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0461, loss: 1.1891 2022-05-12 14:54:38,974 - mmdet - INFO - Epoch [4][5600/7330] lr: 1.000e-04, eta: 4 days, 1:12:42, time: 1.437, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2199, s0.loss_cls: 0.1894, s0.acc: 93.3992, s0.loss_bbox: 0.1111, s0.loss_mask: 0.2245, s1.loss_cls: 0.0895, s1.acc: 93.8465, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1051, s2.loss_cls: 0.0439, s2.acc: 93.7753, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0489, loss: 1.2723 2022-05-12 14:55:50,783 - mmdet - INFO - Epoch [4][5650/7330] lr: 1.000e-04, eta: 4 days, 1:11:09, time: 1.436, data_time: 0.017, memory: 64746, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2184, s0.loss_cls: 0.1856, s0.acc: 93.4292, s0.loss_bbox: 0.1091, s0.loss_mask: 0.2193, s1.loss_cls: 0.0864, s1.acc: 93.9445, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1027, s2.loss_cls: 0.0428, s2.acc: 93.8709, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0479, loss: 1.2514 2022-05-12 14:57:02,983 - mmdet - INFO - Epoch [4][5700/7330] lr: 1.000e-04, eta: 4 days, 1:09:38, time: 1.442, data_time: 0.019, memory: 64746, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.2121, s0.loss_cls: 0.1924, s0.acc: 93.3831, s0.loss_bbox: 0.1108, s0.loss_mask: 0.2236, s1.loss_cls: 0.0899, s1.acc: 93.8271, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1038, s2.loss_cls: 0.0442, s2.acc: 93.8614, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0481, loss: 1.2635 2022-05-12 14:58:15,511 - mmdet - INFO - Epoch [4][5750/7330] lr: 1.000e-04, eta: 4 days, 1:08:11, time: 1.450, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.2131, s0.loss_cls: 0.1764, s0.acc: 93.7986, s0.loss_bbox: 0.1067, s0.loss_mask: 0.2339, s1.loss_cls: 0.0832, s1.acc: 94.1630, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1106, s2.loss_cls: 0.0418, s2.acc: 94.0177, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0512, loss: 1.2580 2022-05-12 14:59:28,042 - mmdet - INFO - Epoch [4][5800/7330] lr: 1.000e-04, eta: 4 days, 1:06:45, time: 1.453, data_time: 0.016, memory: 64746, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2176, s0.loss_cls: 0.1832, s0.acc: 93.5615, s0.loss_bbox: 0.1099, s0.loss_mask: 0.2219, s1.loss_cls: 0.0861, s1.acc: 93.9998, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1040, s2.loss_cls: 0.0430, s2.acc: 93.8821, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0486, loss: 1.2558 2022-05-12 15:00:40,287 - mmdet - INFO - Epoch [4][5850/7330] lr: 1.000e-04, eta: 4 days, 1:05:16, time: 1.445, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2114, s0.loss_cls: 0.1906, s0.acc: 93.5078, s0.loss_bbox: 0.1088, s0.loss_mask: 0.2272, s1.loss_cls: 0.0891, s1.acc: 93.9350, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1061, s2.loss_cls: 0.0444, s2.acc: 93.8333, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0496, loss: 1.2650 2022-05-12 15:01:53,200 - mmdet - INFO - Epoch [4][5900/7330] lr: 1.000e-04, eta: 4 days, 1:03:52, time: 1.458, data_time: 0.019, memory: 64746, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2219, s0.loss_cls: 0.1819, s0.acc: 93.6362, s0.loss_bbox: 0.1054, s0.loss_mask: 0.2240, s1.loss_cls: 0.0845, s1.acc: 94.0373, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1044, s2.loss_cls: 0.0422, s2.acc: 93.9411, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0490, loss: 1.2444 2022-05-12 15:03:04,330 - mmdet - INFO - Epoch [4][5950/7330] lr: 1.000e-04, eta: 4 days, 1:02:13, time: 1.423, data_time: 0.016, memory: 64746, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0352, loss_semantic_seg: 0.2185, s0.loss_cls: 0.1739, s0.acc: 93.9788, s0.loss_bbox: 0.1027, s0.loss_mask: 0.2260, s1.loss_cls: 0.0802, s1.acc: 94.4332, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1051, s2.loss_cls: 0.0405, s2.acc: 94.2369, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0492, loss: 1.2259 2022-05-12 15:04:16,487 - mmdet - INFO - Epoch [4][6000/7330] lr: 1.000e-04, eta: 4 days, 1:00:43, time: 1.443, data_time: 0.017, memory: 64746, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0337, loss_semantic_seg: 0.2155, s0.loss_cls: 0.1718, s0.acc: 94.0371, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2215, s1.loss_cls: 0.0799, s1.acc: 94.4143, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1028, s2.loss_cls: 0.0403, s2.acc: 94.2444, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0483, loss: 1.2159 2022-05-12 15:05:29,063 - mmdet - INFO - Epoch [4][6050/7330] lr: 1.000e-04, eta: 4 days, 0:59:17, time: 1.452, data_time: 0.015, memory: 64746, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.2203, s0.loss_cls: 0.1788, s0.acc: 93.6992, s0.loss_bbox: 0.1085, s0.loss_mask: 0.2262, s1.loss_cls: 0.0829, s1.acc: 94.1741, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1043, s2.loss_cls: 0.0410, s2.acc: 94.0205, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0485, loss: 1.2476 2022-05-12 15:06:42,089 - mmdet - INFO - Epoch [4][6100/7330] lr: 1.000e-04, eta: 4 days, 0:57:55, time: 1.461, data_time: 0.014, memory: 64746, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2040, s0.loss_cls: 0.1783, s0.acc: 93.6375, s0.loss_bbox: 0.1095, s0.loss_mask: 0.2243, s1.loss_cls: 0.0830, s1.acc: 94.0692, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1042, s2.loss_cls: 0.0414, s2.acc: 93.9279, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0485, loss: 1.2295 2022-05-12 15:07:55,042 - mmdet - INFO - Epoch [4][6150/7330] lr: 1.000e-04, eta: 4 days, 0:56:32, time: 1.459, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0350, loss_semantic_seg: 0.2234, s0.loss_cls: 0.1824, s0.acc: 93.5583, s0.loss_bbox: 0.1078, s0.loss_mask: 0.2249, s1.loss_cls: 0.0864, s1.acc: 93.9885, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1048, s2.loss_cls: 0.0434, s2.acc: 93.8182, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0484, loss: 1.2631 2022-05-12 15:09:07,153 - mmdet - INFO - Epoch [4][6200/7330] lr: 1.000e-04, eta: 4 days, 0:55:02, time: 1.442, data_time: 0.016, memory: 64746, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2185, s0.loss_cls: 0.1850, s0.acc: 93.4873, s0.loss_bbox: 0.1062, s0.loss_mask: 0.2212, s1.loss_cls: 0.0883, s1.acc: 93.8343, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1029, s2.loss_cls: 0.0443, s2.acc: 93.7234, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0479, loss: 1.2480 2022-05-12 15:10:18,708 - mmdet - INFO - Epoch [4][6250/7330] lr: 1.000e-04, eta: 4 days, 0:53:27, time: 1.431, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2156, s0.loss_cls: 0.1749, s0.acc: 93.8193, s0.loss_bbox: 0.1068, s0.loss_mask: 0.2178, s1.loss_cls: 0.0811, s1.acc: 94.2950, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1011, s2.loss_cls: 0.0402, s2.acc: 94.3069, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0475, loss: 1.2188 2022-05-12 15:11:30,365 - mmdet - INFO - Epoch [4][6300/7330] lr: 1.000e-04, eta: 4 days, 0:51:54, time: 1.433, data_time: 0.015, memory: 64746, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2038, s0.loss_cls: 0.1836, s0.acc: 93.5471, s0.loss_bbox: 0.1090, s0.loss_mask: 0.2264, s1.loss_cls: 0.0858, s1.acc: 93.9915, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1066, s2.loss_cls: 0.0428, s2.acc: 93.8710, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0500, loss: 1.2465 2022-05-12 15:12:42,242 - mmdet - INFO - Epoch [4][6350/7330] lr: 1.000e-04, eta: 4 days, 0:50:22, time: 1.437, data_time: 0.016, memory: 64746, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.2201, s0.loss_cls: 0.1802, s0.acc: 93.7517, s0.loss_bbox: 0.1050, s0.loss_mask: 0.2227, s1.loss_cls: 0.0844, s1.acc: 94.1955, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1046, s2.loss_cls: 0.0424, s2.acc: 94.0170, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0490, loss: 1.2412 2022-05-12 15:13:54,135 - mmdet - INFO - Epoch [4][6400/7330] lr: 1.000e-04, eta: 4 days, 0:48:50, time: 1.438, data_time: 0.021, memory: 64746, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2268, s0.loss_cls: 0.1770, s0.acc: 93.8049, s0.loss_bbox: 0.1073, s0.loss_mask: 0.2311, s1.loss_cls: 0.0815, s1.acc: 94.2359, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1076, s2.loss_cls: 0.0406, s2.acc: 94.1628, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0501, loss: 1.2597 2022-05-12 15:15:06,490 - mmdet - INFO - Epoch [4][6450/7330] lr: 1.000e-04, eta: 4 days, 0:47:23, time: 1.447, data_time: 0.016, memory: 64746, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2150, s0.loss_cls: 0.1680, s0.acc: 94.0906, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2205, s1.loss_cls: 0.0792, s1.acc: 94.4122, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1039, s2.loss_cls: 0.0398, s2.acc: 94.2661, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0486, loss: 1.1972 2022-05-12 15:16:18,474 - mmdet - INFO - Epoch [4][6500/7330] lr: 1.000e-04, eta: 4 days, 0:45:52, time: 1.440, data_time: 0.015, memory: 64746, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0351, loss_semantic_seg: 0.2135, s0.loss_cls: 0.1952, s0.acc: 93.2346, s0.loss_bbox: 0.1136, s0.loss_mask: 0.2312, s1.loss_cls: 0.0901, s1.acc: 93.7454, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1087, s2.loss_cls: 0.0452, s2.acc: 93.6408, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0508, loss: 1.2985 2022-05-12 15:17:30,611 - mmdet - INFO - Epoch [4][6550/7330] lr: 1.000e-04, eta: 4 days, 0:44:23, time: 1.443, data_time: 0.013, memory: 64746, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0355, loss_semantic_seg: 0.2145, s0.loss_cls: 0.1920, s0.acc: 93.2234, s0.loss_bbox: 0.1121, s0.loss_mask: 0.2309, s1.loss_cls: 0.0895, s1.acc: 93.8218, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1077, s2.loss_cls: 0.0447, s2.acc: 93.8028, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0504, loss: 1.2905 2022-05-12 15:18:42,401 - mmdet - INFO - Epoch [4][6600/7330] lr: 1.000e-04, eta: 4 days, 0:42:51, time: 1.436, data_time: 0.013, memory: 64746, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.2087, s0.loss_cls: 0.1784, s0.acc: 93.6169, s0.loss_bbox: 0.1070, s0.loss_mask: 0.2210, s1.loss_cls: 0.0830, s1.acc: 94.1755, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1032, s2.loss_cls: 0.0410, s2.acc: 94.1696, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0482, loss: 1.2242 2022-05-12 15:19:55,097 - mmdet - INFO - Epoch [4][6650/7330] lr: 1.000e-04, eta: 4 days, 0:41:26, time: 1.454, data_time: 0.017, memory: 64746, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2235, s0.loss_cls: 0.1891, s0.acc: 93.5825, s0.loss_bbox: 0.1062, s0.loss_mask: 0.2223, s1.loss_cls: 0.0865, s1.acc: 94.0850, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1039, s2.loss_cls: 0.0433, s2.acc: 93.8967, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0487, loss: 1.2595 2022-05-12 15:21:07,552 - mmdet - INFO - Epoch [4][6700/7330] lr: 1.000e-04, eta: 4 days, 0:40:00, time: 1.449, data_time: 0.017, memory: 64746, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2187, s0.loss_cls: 0.1807, s0.acc: 93.7278, s0.loss_bbox: 0.1064, s0.loss_mask: 0.2318, s1.loss_cls: 0.0847, s1.acc: 94.1259, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1081, s2.loss_cls: 0.0426, s2.acc: 93.9069, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0504, loss: 1.2607 2022-05-12 15:22:20,687 - mmdet - INFO - Epoch [4][6750/7330] lr: 1.000e-04, eta: 4 days, 0:38:39, time: 1.463, data_time: 0.013, memory: 64746, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0351, loss_semantic_seg: 0.2207, s0.loss_cls: 0.1798, s0.acc: 93.5535, s0.loss_bbox: 0.1081, s0.loss_mask: 0.2239, s1.loss_cls: 0.0838, s1.acc: 93.9429, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1051, s2.loss_cls: 0.0419, s2.acc: 93.8525, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0486, loss: 1.2533 2022-05-12 15:23:32,674 - mmdet - INFO - Epoch [4][6800/7330] lr: 1.000e-04, eta: 4 days, 0:37:08, time: 1.440, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2229, s0.loss_cls: 0.1843, s0.acc: 93.5383, s0.loss_bbox: 0.1066, s0.loss_mask: 0.2231, s1.loss_cls: 0.0857, s1.acc: 93.9424, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1042, s2.loss_cls: 0.0427, s2.acc: 93.7696, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0490, loss: 1.2598 2022-05-12 15:24:45,311 - mmdet - INFO - Epoch [4][6850/7330] lr: 1.000e-04, eta: 4 days, 0:35:44, time: 1.453, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0346, loss_semantic_seg: 0.2140, s0.loss_cls: 0.1977, s0.acc: 93.1011, s0.loss_bbox: 0.1110, s0.loss_mask: 0.2201, s1.loss_cls: 0.0924, s1.acc: 93.5967, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1028, s2.loss_cls: 0.0461, s2.acc: 93.5840, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0479, loss: 1.2812 2022-05-12 15:25:56,874 - mmdet - INFO - Epoch [4][6900/7330] lr: 1.000e-04, eta: 4 days, 0:34:10, time: 1.431, data_time: 0.014, memory: 64746, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.2192, s0.loss_cls: 0.1789, s0.acc: 93.7476, s0.loss_bbox: 0.1054, s0.loss_mask: 0.2175, s1.loss_cls: 0.0819, s1.acc: 94.2962, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1008, s2.loss_cls: 0.0410, s2.acc: 94.0901, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0472, loss: 1.2212 2022-05-12 15:27:09,363 - mmdet - INFO - Epoch [4][6950/7330] lr: 1.000e-04, eta: 4 days, 0:32:44, time: 1.450, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.2106, s0.loss_cls: 0.1838, s0.acc: 93.5271, s0.loss_bbox: 0.1086, s0.loss_mask: 0.2257, s1.loss_cls: 0.0852, s1.acc: 94.0301, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1048, s2.loss_cls: 0.0425, s2.acc: 93.8686, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0496, loss: 1.2552 2022-05-12 15:28:22,453 - mmdet - INFO - Epoch [4][7000/7330] lr: 1.000e-04, eta: 4 days, 0:31:23, time: 1.462, data_time: 0.015, memory: 64746, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0360, loss_semantic_seg: 0.2086, s0.loss_cls: 0.1983, s0.acc: 93.1001, s0.loss_bbox: 0.1128, s0.loss_mask: 0.2249, s1.loss_cls: 0.0949, s1.acc: 93.4332, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1041, s2.loss_cls: 0.0473, s2.acc: 93.3238, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0487, loss: 1.2889 2022-05-12 15:29:35,326 - mmdet - INFO - Epoch [4][7050/7330] lr: 1.000e-04, eta: 4 days, 0:30:00, time: 1.458, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2156, s0.loss_cls: 0.1906, s0.acc: 93.3560, s0.loss_bbox: 0.1100, s0.loss_mask: 0.2224, s1.loss_cls: 0.0890, s1.acc: 93.7830, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1048, s2.loss_cls: 0.0441, s2.acc: 93.6776, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0488, loss: 1.2664 2022-05-12 15:30:47,163 - mmdet - INFO - Epoch [4][7100/7330] lr: 1.000e-04, eta: 4 days, 0:28:29, time: 1.437, data_time: 0.013, memory: 64746, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.2037, s0.loss_cls: 0.1752, s0.acc: 93.6506, s0.loss_bbox: 0.1075, s0.loss_mask: 0.2252, s1.loss_cls: 0.0810, s1.acc: 94.1951, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1063, s2.loss_cls: 0.0411, s2.acc: 94.0620, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0500, loss: 1.2317 2022-05-12 15:31:59,207 - mmdet - INFO - Epoch [4][7150/7330] lr: 1.000e-04, eta: 4 days, 0:26:59, time: 1.441, data_time: 0.016, memory: 64746, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2231, s0.loss_cls: 0.1839, s0.acc: 93.5259, s0.loss_bbox: 0.1127, s0.loss_mask: 0.2256, s1.loss_cls: 0.0852, s1.acc: 94.0089, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1043, s2.loss_cls: 0.0424, s2.acc: 93.9159, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0484, loss: 1.2660 2022-05-12 15:33:11,553 - mmdet - INFO - Epoch [4][7200/7330] lr: 1.000e-04, eta: 4 days, 0:25:32, time: 1.447, data_time: 0.020, memory: 64746, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2166, s0.loss_cls: 0.1881, s0.acc: 93.6201, s0.loss_bbox: 0.1066, s0.loss_mask: 0.2235, s1.loss_cls: 0.0865, s1.acc: 94.0635, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1047, s2.loss_cls: 0.0429, s2.acc: 94.0052, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0488, loss: 1.2560 2022-05-12 15:34:23,515 - mmdet - INFO - Epoch [4][7250/7330] lr: 1.000e-04, eta: 4 days, 0:24:03, time: 1.439, data_time: 0.014, memory: 64746, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2192, s0.loss_cls: 0.1772, s0.acc: 93.7024, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2157, s1.loss_cls: 0.0835, s1.acc: 94.1318, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1003, s2.loss_cls: 0.0416, s2.acc: 94.0907, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0470, loss: 1.2139 2022-05-12 15:35:35,280 - mmdet - INFO - Epoch [4][7300/7330] lr: 1.000e-04, eta: 4 days, 0:22:31, time: 1.435, data_time: 0.014, memory: 64746, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0337, loss_semantic_seg: 0.2162, s0.loss_cls: 0.1816, s0.acc: 93.7471, s0.loss_bbox: 0.1084, s0.loss_mask: 0.2204, s1.loss_cls: 0.0853, s1.acc: 94.1755, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1033, s2.loss_cls: 0.0427, s2.acc: 94.0715, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0484, loss: 1.2464 2022-05-12 15:36:33,500 - mmdet - INFO - Saving checkpoint at 4 epochs 2022-05-12 15:42:07,599 - mmdet - INFO - Evaluating bbox... 2022-05-12 15:42:55,315 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.511 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.709 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.566 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.369 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.554 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 ] = 0.690 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.690 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.690 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.533 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.732 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.817 2022-05-12 15:42:55,317 - mmdet - INFO - Evaluating segm... 2022-05-12 15:43:52,612 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.451 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.687 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.495 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.269 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.488 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.620 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 ] = 0.437 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 ] = 0.748 2022-05-12 15:43:53,793 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 15:43:53,794 - mmdet - INFO - Epoch(val) [4][313] bbox_mAP: 0.5110, bbox_mAP_50: 0.7090, bbox_mAP_75: 0.5660, bbox_mAP_s: 0.3690, bbox_mAP_m: 0.5540, bbox_mAP_l: 0.6210, bbox_mAP_copypaste: 0.511 0.709 0.566 0.369 0.554 0.621, segm_mAP: 0.4510, segm_mAP_50: 0.6870, segm_mAP_75: 0.4950, segm_mAP_s: 0.2690, segm_mAP_m: 0.4880, segm_mAP_l: 0.6200, segm_mAP_copypaste: 0.451 0.687 0.495 0.269 0.488 0.620 2022-05-12 15:49:57,233 - mmdet - INFO - Epoch [5][50/7330] lr: 1.000e-04, eta: 4 days, 0:53:10, time: 7.268, data_time: 5.814, memory: 64746, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2169, s0.loss_cls: 0.1844, s0.acc: 93.4043, s0.loss_bbox: 0.1099, s0.loss_mask: 0.2214, s1.loss_cls: 0.0857, s1.acc: 93.9464, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1038, s2.loss_cls: 0.0427, s2.acc: 93.8269, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0481, loss: 1.2559 2022-05-12 15:51:09,455 - mmdet - INFO - Epoch [5][100/7330] lr: 1.000e-04, eta: 4 days, 0:51:38, time: 1.444, data_time: 0.016, memory: 64746, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2083, s0.loss_cls: 0.1809, s0.acc: 93.5562, s0.loss_bbox: 0.1099, s0.loss_mask: 0.2243, s1.loss_cls: 0.0837, s1.acc: 94.0990, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1045, s2.loss_cls: 0.0411, s2.acc: 94.1348, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0492, loss: 1.2425 2022-05-12 15:52:21,321 - mmdet - INFO - Epoch [5][150/7330] lr: 1.000e-04, eta: 4 days, 0:50:04, time: 1.438, data_time: 0.016, memory: 64746, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0344, loss_semantic_seg: 0.2140, s0.loss_cls: 0.1772, s0.acc: 93.7515, s0.loss_bbox: 0.1095, s0.loss_mask: 0.2222, s1.loss_cls: 0.0823, s1.acc: 94.2319, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1046, s2.loss_cls: 0.0411, s2.acc: 94.0290, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0490, loss: 1.2380 2022-05-12 15:53:34,721 - mmdet - INFO - Epoch [5][200/7330] lr: 1.000e-04, eta: 4 days, 0:48:42, time: 1.468, data_time: 0.019, memory: 64746, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2081, s0.loss_cls: 0.1744, s0.acc: 93.7358, s0.loss_bbox: 0.1045, s0.loss_mask: 0.2192, s1.loss_cls: 0.0805, s1.acc: 94.2366, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1014, s2.loss_cls: 0.0404, s2.acc: 94.2089, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0475, loss: 1.2096 2022-05-12 15:54:46,684 - mmdet - INFO - Epoch [5][250/7330] lr: 1.000e-04, eta: 4 days, 0:47:09, time: 1.440, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2136, s0.loss_cls: 0.1838, s0.acc: 93.4775, s0.loss_bbox: 0.1080, s0.loss_mask: 0.2213, s1.loss_cls: 0.0856, s1.acc: 93.8579, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1037, s2.loss_cls: 0.0426, s2.acc: 93.7284, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0483, loss: 1.2493 2022-05-12 15:55:58,215 - mmdet - INFO - Epoch [5][300/7330] lr: 1.000e-04, eta: 4 days, 0:45:32, time: 1.431, data_time: 0.015, memory: 64746, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2168, s0.loss_cls: 0.1747, s0.acc: 93.7290, s0.loss_bbox: 0.1043, s0.loss_mask: 0.2224, s1.loss_cls: 0.0795, s1.acc: 94.2921, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1044, s2.loss_cls: 0.0401, s2.acc: 94.1449, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0480, loss: 1.2255 2022-05-12 15:57:10,407 - mmdet - INFO - Epoch [5][350/7330] lr: 1.000e-04, eta: 4 days, 0:44:00, time: 1.443, data_time: 0.017, memory: 64746, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2112, s0.loss_cls: 0.1791, s0.acc: 93.6072, s0.loss_bbox: 0.1112, s0.loss_mask: 0.2189, s1.loss_cls: 0.0830, s1.acc: 94.0757, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1019, s2.loss_cls: 0.0410, s2.acc: 94.0520, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0476, loss: 1.2323 2022-05-12 15:58:23,398 - mmdet - INFO - Epoch [5][400/7330] lr: 1.000e-04, eta: 4 days, 0:42:36, time: 1.460, data_time: 0.016, memory: 64746, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2061, s0.loss_cls: 0.1722, s0.acc: 93.8364, s0.loss_bbox: 0.1041, s0.loss_mask: 0.2198, s1.loss_cls: 0.0794, s1.acc: 94.2602, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1036, s2.loss_cls: 0.0400, s2.acc: 94.0762, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0490, loss: 1.2045 2022-05-12 15:59:35,532 - mmdet - INFO - Epoch [5][450/7330] lr: 1.000e-04, eta: 4 days, 0:41:04, time: 1.443, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2129, s0.loss_cls: 0.1677, s0.acc: 94.0029, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2178, s1.loss_cls: 0.0777, s1.acc: 94.5278, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1034, s2.loss_cls: 0.0393, s2.acc: 94.3498, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0488, loss: 1.1895 2022-05-12 16:00:48,054 - mmdet - INFO - Epoch [5][500/7330] lr: 1.000e-04, eta: 4 days, 0:39:35, time: 1.448, data_time: 0.015, memory: 64746, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2186, s0.loss_cls: 0.1852, s0.acc: 93.5835, s0.loss_bbox: 0.1090, s0.loss_mask: 0.2267, s1.loss_cls: 0.0863, s1.acc: 94.0880, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1056, s2.loss_cls: 0.0428, s2.acc: 94.0310, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0492, loss: 1.2597 2022-05-12 16:02:00,828 - mmdet - INFO - Epoch [5][550/7330] lr: 1.000e-04, eta: 4 days, 0:38:09, time: 1.457, data_time: 0.018, memory: 64746, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2202, s0.loss_cls: 0.1890, s0.acc: 93.2566, s0.loss_bbox: 0.1069, s0.loss_mask: 0.2165, s1.loss_cls: 0.0878, s1.acc: 93.6998, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1022, s2.loss_cls: 0.0439, s2.acc: 93.6881, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0482, loss: 1.2505 2022-05-12 16:03:14,357 - mmdet - INFO - Epoch [5][600/7330] lr: 1.000e-04, eta: 4 days, 0:36:48, time: 1.470, data_time: 0.016, memory: 64746, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0348, loss_semantic_seg: 0.2054, s0.loss_cls: 0.1841, s0.acc: 93.4700, s0.loss_bbox: 0.1092, s0.loss_mask: 0.2213, s1.loss_cls: 0.0860, s1.acc: 93.8165, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1045, s2.loss_cls: 0.0431, s2.acc: 93.7457, s2.loss_bbox: 0.0710, s2.loss_mask: 0.0494, loss: 1.2549 2022-05-12 16:04:27,091 - mmdet - INFO - Epoch [5][650/7330] lr: 1.000e-04, eta: 4 days, 0:35:21, time: 1.455, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0340, loss_semantic_seg: 0.2067, s0.loss_cls: 0.1834, s0.acc: 93.4719, s0.loss_bbox: 0.1084, s0.loss_mask: 0.2232, s1.loss_cls: 0.0863, s1.acc: 93.9667, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1047, s2.loss_cls: 0.0437, s2.acc: 93.7716, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0490, loss: 1.2457 2022-05-12 16:05:39,831 - mmdet - INFO - Epoch [5][700/7330] lr: 1.000e-04, eta: 4 days, 0:33:55, time: 1.455, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2157, s0.loss_cls: 0.1778, s0.acc: 93.6130, s0.loss_bbox: 0.1089, s0.loss_mask: 0.2249, s1.loss_cls: 0.0843, s1.acc: 93.9485, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1051, s2.loss_cls: 0.0429, s2.acc: 93.7222, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0487, loss: 1.2505 2022-05-12 16:06:52,216 - mmdet - INFO - Epoch [5][750/7330] lr: 1.000e-04, eta: 4 days, 0:32:25, time: 1.448, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2125, s0.loss_cls: 0.1866, s0.acc: 93.2908, s0.loss_bbox: 0.1086, s0.loss_mask: 0.2184, s1.loss_cls: 0.0871, s1.acc: 93.7602, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1023, s2.loss_cls: 0.0440, s2.acc: 93.5920, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0482, loss: 1.2482 2022-05-12 16:08:04,004 - mmdet - INFO - Epoch [5][800/7330] lr: 1.000e-04, eta: 4 days, 0:30:51, time: 1.436, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.2223, s0.loss_cls: 0.1746, s0.acc: 93.9321, s0.loss_bbox: 0.0992, s0.loss_mask: 0.2143, s1.loss_cls: 0.0806, s1.acc: 94.4284, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1003, s2.loss_cls: 0.0400, s2.acc: 94.3601, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0470, loss: 1.2008 2022-05-12 16:09:15,734 - mmdet - INFO - Epoch [5][850/7330] lr: 1.000e-04, eta: 4 days, 0:29:17, time: 1.435, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2097, s0.loss_cls: 0.1792, s0.acc: 93.5269, s0.loss_bbox: 0.1094, s0.loss_mask: 0.2251, s1.loss_cls: 0.0821, s1.acc: 94.1090, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1056, s2.loss_cls: 0.0416, s2.acc: 93.9001, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0497, loss: 1.2454 2022-05-12 16:10:27,014 - mmdet - INFO - Epoch [5][900/7330] lr: 1.000e-04, eta: 4 days, 0:27:39, time: 1.426, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0345, loss_semantic_seg: 0.2092, s0.loss_cls: 0.1826, s0.acc: 93.4922, s0.loss_bbox: 0.1094, s0.loss_mask: 0.2215, s1.loss_cls: 0.0840, s1.acc: 94.0707, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1035, s2.loss_cls: 0.0418, s2.acc: 93.8847, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0484, loss: 1.2401 2022-05-12 16:11:40,026 - mmdet - INFO - Epoch [5][950/7330] lr: 1.000e-04, eta: 4 days, 0:26:15, time: 1.460, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.2131, s0.loss_cls: 0.1672, s0.acc: 94.1165, s0.loss_bbox: 0.1026, s0.loss_mask: 0.2161, s1.loss_cls: 0.0781, s1.acc: 94.5764, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1020, s2.loss_cls: 0.0385, s2.acc: 94.4708, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0480, loss: 1.1977 2022-05-12 16:12:52,416 - mmdet - INFO - Epoch [5][1000/7330] lr: 1.000e-04, eta: 4 days, 0:24:46, time: 1.448, data_time: 0.013, memory: 64750, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0360, loss_semantic_seg: 0.2062, s0.loss_cls: 0.1710, s0.acc: 93.9685, s0.loss_bbox: 0.1041, s0.loss_mask: 0.2202, s1.loss_cls: 0.0794, s1.acc: 94.4844, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1042, s2.loss_cls: 0.0405, s2.acc: 94.3107, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0491, loss: 1.2155 2022-05-12 16:14:04,143 - mmdet - INFO - Epoch [5][1050/7330] lr: 1.000e-04, eta: 4 days, 0:23:12, time: 1.435, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2046, s0.loss_cls: 0.1751, s0.acc: 93.6680, s0.loss_bbox: 0.1082, s0.loss_mask: 0.2209, s1.loss_cls: 0.0817, s1.acc: 94.1921, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1038, s2.loss_cls: 0.0406, s2.acc: 94.0661, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0488, loss: 1.2272 2022-05-12 16:15:15,989 - mmdet - INFO - Epoch [5][1100/7330] lr: 1.000e-04, eta: 4 days, 0:21:38, time: 1.435, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.2139, s0.loss_cls: 0.1802, s0.acc: 93.5884, s0.loss_bbox: 0.1075, s0.loss_mask: 0.2272, s1.loss_cls: 0.0846, s1.acc: 94.0601, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1076, s2.loss_cls: 0.0425, s2.acc: 93.9142, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0499, loss: 1.2472 2022-05-12 16:16:27,655 - mmdet - INFO - Epoch [5][1150/7330] lr: 1.000e-04, eta: 4 days, 0:20:04, time: 1.435, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.2042, s0.loss_cls: 0.1668, s0.acc: 94.1685, s0.loss_bbox: 0.0976, s0.loss_mask: 0.2221, s1.loss_cls: 0.0772, s1.acc: 94.6382, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1043, s2.loss_cls: 0.0390, s2.acc: 94.5141, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0488, loss: 1.1819 2022-05-12 16:17:38,957 - mmdet - INFO - Epoch [5][1200/7330] lr: 1.000e-04, eta: 4 days, 0:18:27, time: 1.425, data_time: 0.013, memory: 64750, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2185, s0.loss_cls: 0.1812, s0.acc: 93.5847, s0.loss_bbox: 0.1070, s0.loss_mask: 0.2195, s1.loss_cls: 0.0852, s1.acc: 93.9447, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1030, s2.loss_cls: 0.0430, s2.acc: 93.8239, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0483, loss: 1.2444 2022-05-12 16:18:50,509 - mmdet - INFO - Epoch [5][1250/7330] lr: 1.000e-04, eta: 4 days, 0:16:52, time: 1.431, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2045, s0.loss_cls: 0.1797, s0.acc: 93.5928, s0.loss_bbox: 0.1078, s0.loss_mask: 0.2174, s1.loss_cls: 0.0828, s1.acc: 94.0931, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1025, s2.loss_cls: 0.0417, s2.acc: 93.9336, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0483, loss: 1.2224 2022-05-12 16:20:02,105 - mmdet - INFO - Epoch [5][1300/7330] lr: 1.000e-04, eta: 4 days, 0:15:17, time: 1.432, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.2155, s0.loss_cls: 0.1705, s0.acc: 93.9648, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2178, s1.loss_cls: 0.0796, s1.acc: 94.4623, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1020, s2.loss_cls: 0.0402, s2.acc: 94.3120, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0475, loss: 1.2054 2022-05-12 16:21:13,765 - mmdet - INFO - Epoch [5][1350/7330] lr: 1.000e-04, eta: 4 days, 0:13:43, time: 1.433, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2155, s0.loss_cls: 0.1726, s0.acc: 93.8276, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2176, s1.loss_cls: 0.0796, s1.acc: 94.3352, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1020, s2.loss_cls: 0.0399, s2.acc: 94.1653, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0478, loss: 1.2188 2022-05-12 16:22:25,086 - mmdet - INFO - Epoch [5][1400/7330] lr: 1.000e-04, eta: 4 days, 0:12:06, time: 1.426, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0337, loss_semantic_seg: 0.2092, s0.loss_cls: 0.1709, s0.acc: 93.8838, s0.loss_bbox: 0.1025, s0.loss_mask: 0.2193, s1.loss_cls: 0.0805, s1.acc: 94.2247, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1037, s2.loss_cls: 0.0406, s2.acc: 94.0958, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0487, loss: 1.2085 2022-05-12 16:23:36,165 - mmdet - INFO - Epoch [5][1450/7330] lr: 1.000e-04, eta: 4 days, 0:10:28, time: 1.422, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2096, s0.loss_cls: 0.1762, s0.acc: 93.9004, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2187, s1.loss_cls: 0.0821, s1.acc: 94.3128, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1024, s2.loss_cls: 0.0416, s2.acc: 94.1122, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0483, loss: 1.2157 2022-05-12 16:24:47,487 - mmdet - INFO - Epoch [5][1500/7330] lr: 1.000e-04, eta: 4 days, 0:08:51, time: 1.426, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2214, s0.loss_cls: 0.1825, s0.acc: 93.4888, s0.loss_bbox: 0.1087, s0.loss_mask: 0.2235, s1.loss_cls: 0.0833, s1.acc: 94.0429, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1049, s2.loss_cls: 0.0422, s2.acc: 93.8889, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0491, loss: 1.2581 2022-05-12 16:26:00,191 - mmdet - INFO - Epoch [5][1550/7330] lr: 1.000e-04, eta: 4 days, 0:07:25, time: 1.454, data_time: 0.021, memory: 64750, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2116, s0.loss_cls: 0.1754, s0.acc: 93.8892, s0.loss_bbox: 0.1019, s0.loss_mask: 0.2124, s1.loss_cls: 0.0806, s1.acc: 94.3813, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0995, s2.loss_cls: 0.0397, s2.acc: 94.2803, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0469, loss: 1.1979 2022-05-12 16:27:12,277 - mmdet - INFO - Epoch [5][1600/7330] lr: 1.000e-04, eta: 4 days, 0:05:55, time: 1.442, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2167, s0.loss_cls: 0.1865, s0.acc: 93.3184, s0.loss_bbox: 0.1159, s0.loss_mask: 0.2225, s1.loss_cls: 0.0866, s1.acc: 93.7234, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1030, s2.loss_cls: 0.0433, s2.acc: 93.4955, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0478, loss: 1.2676 2022-05-12 16:28:24,445 - mmdet - INFO - Epoch [5][1650/7330] lr: 1.000e-04, eta: 4 days, 0:04:25, time: 1.443, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.2182, s0.loss_cls: 0.1793, s0.acc: 93.6914, s0.loss_bbox: 0.1028, s0.loss_mask: 0.2179, s1.loss_cls: 0.0839, s1.acc: 94.1424, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1013, s2.loss_cls: 0.0412, s2.acc: 94.0663, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0469, loss: 1.2194 2022-05-12 16:29:36,446 - mmdet - INFO - Epoch [5][1700/7330] lr: 1.000e-04, eta: 4 days, 0:02:53, time: 1.440, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2028, s0.loss_cls: 0.1663, s0.acc: 94.0259, s0.loss_bbox: 0.1041, s0.loss_mask: 0.2236, s1.loss_cls: 0.0769, s1.acc: 94.5251, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1043, s2.loss_cls: 0.0384, s2.acc: 94.3141, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0487, loss: 1.1934 2022-05-12 16:30:47,772 - mmdet - INFO - Epoch [5][1750/7330] lr: 1.000e-04, eta: 4 days, 0:01:17, time: 1.427, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2176, s0.loss_cls: 0.1824, s0.acc: 93.5012, s0.loss_bbox: 0.1051, s0.loss_mask: 0.2190, s1.loss_cls: 0.0857, s1.acc: 93.8563, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1025, s2.loss_cls: 0.0425, s2.acc: 93.9095, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0478, loss: 1.2346 2022-05-12 16:31:59,657 - mmdet - INFO - Epoch [5][1800/7330] lr: 1.000e-04, eta: 3 days, 23:59:46, time: 1.438, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0342, loss_semantic_seg: 0.2099, s0.loss_cls: 0.1869, s0.acc: 93.5076, s0.loss_bbox: 0.1091, s0.loss_mask: 0.2228, s1.loss_cls: 0.0869, s1.acc: 94.0158, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1044, s2.loss_cls: 0.0429, s2.acc: 93.9561, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0490, loss: 1.2523 2022-05-12 16:33:11,230 - mmdet - INFO - Epoch [5][1850/7330] lr: 1.000e-04, eta: 3 days, 23:58:11, time: 1.431, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.2038, s0.loss_cls: 0.1717, s0.acc: 93.8911, s0.loss_bbox: 0.1020, s0.loss_mask: 0.2171, s1.loss_cls: 0.0789, s1.acc: 94.3816, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1026, s2.loss_cls: 0.0404, s2.acc: 94.2233, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0482, loss: 1.1953 2022-05-12 16:34:22,625 - mmdet - INFO - Epoch [5][1900/7330] lr: 1.000e-04, eta: 3 days, 23:56:36, time: 1.428, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.2076, s0.loss_cls: 0.1771, s0.acc: 93.5750, s0.loss_bbox: 0.1057, s0.loss_mask: 0.2188, s1.loss_cls: 0.0829, s1.acc: 93.9352, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1021, s2.loss_cls: 0.0418, s2.acc: 93.9219, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0480, loss: 1.2169 2022-05-12 16:35:34,160 - mmdet - INFO - Epoch [5][1950/7330] lr: 1.000e-04, eta: 3 days, 23:55:02, time: 1.431, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.2196, s0.loss_cls: 0.1737, s0.acc: 93.7061, s0.loss_bbox: 0.1076, s0.loss_mask: 0.2190, s1.loss_cls: 0.0802, s1.acc: 94.2040, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1020, s2.loss_cls: 0.0413, s2.acc: 93.9912, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0471, loss: 1.2250 2022-05-12 16:36:45,738 - mmdet - INFO - Epoch [5][2000/7330] lr: 1.000e-04, eta: 3 days, 23:53:28, time: 1.432, data_time: 0.021, memory: 64750, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.2059, s0.loss_cls: 0.1644, s0.acc: 94.2056, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2157, s1.loss_cls: 0.0777, s1.acc: 94.6105, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1009, s2.loss_cls: 0.0396, s2.acc: 94.3884, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0469, loss: 1.1714 2022-05-12 16:37:57,577 - mmdet - INFO - Epoch [5][2050/7330] lr: 1.000e-04, eta: 3 days, 23:51:56, time: 1.436, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2163, s0.loss_cls: 0.1716, s0.acc: 93.9009, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2199, s1.loss_cls: 0.0803, s1.acc: 94.4068, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1017, s2.loss_cls: 0.0401, s2.acc: 94.2766, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0474, loss: 1.2094 2022-05-12 16:39:09,663 - mmdet - INFO - Epoch [5][2100/7330] lr: 1.000e-04, eta: 3 days, 23:50:26, time: 1.442, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0369, loss_semantic_seg: 0.2032, s0.loss_cls: 0.1722, s0.acc: 93.8389, s0.loss_bbox: 0.1082, s0.loss_mask: 0.2264, s1.loss_cls: 0.0801, s1.acc: 94.2460, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1056, s2.loss_cls: 0.0404, s2.acc: 93.9741, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0493, loss: 1.2286 2022-05-12 16:40:21,985 - mmdet - INFO - Epoch [5][2150/7330] lr: 1.000e-04, eta: 3 days, 23:48:58, time: 1.446, data_time: 0.023, memory: 64750, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2156, s0.loss_cls: 0.1735, s0.acc: 93.8027, s0.loss_bbox: 0.1049, s0.loss_mask: 0.2158, s1.loss_cls: 0.0797, s1.acc: 94.3162, s1.loss_bbox: 0.1092, s1.loss_mask: 0.0998, s2.loss_cls: 0.0397, s2.acc: 94.1029, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0464, loss: 1.2085 2022-05-12 16:41:33,928 - mmdet - INFO - Epoch [5][2200/7330] lr: 1.000e-04, eta: 3 days, 23:47:27, time: 1.439, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2025, s0.loss_cls: 0.1787, s0.acc: 93.6951, s0.loss_bbox: 0.1053, s0.loss_mask: 0.2162, s1.loss_cls: 0.0813, s1.acc: 94.2270, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1011, s2.loss_cls: 0.0418, s2.acc: 94.0029, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0476, loss: 1.2072 2022-05-12 16:42:45,432 - mmdet - INFO - Epoch [5][2250/7330] lr: 1.000e-04, eta: 3 days, 23:45:53, time: 1.430, data_time: 0.012, memory: 64750, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.2089, s0.loss_cls: 0.1738, s0.acc: 93.8193, s0.loss_bbox: 0.1025, s0.loss_mask: 0.2185, s1.loss_cls: 0.0812, s1.acc: 94.3027, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1014, s2.loss_cls: 0.0406, s2.acc: 94.1088, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0477, loss: 1.2057 2022-05-12 16:43:57,352 - mmdet - INFO - Epoch [5][2300/7330] lr: 1.000e-04, eta: 3 days, 23:44:22, time: 1.438, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2162, s0.loss_cls: 0.1805, s0.acc: 93.5925, s0.loss_bbox: 0.1087, s0.loss_mask: 0.2199, s1.loss_cls: 0.0839, s1.acc: 94.0753, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1024, s2.loss_cls: 0.0417, s2.acc: 93.9939, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0476, loss: 1.2380 2022-05-12 16:45:09,453 - mmdet - INFO - Epoch [5][2350/7330] lr: 1.000e-04, eta: 3 days, 23:42:52, time: 1.442, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2086, s0.loss_cls: 0.1757, s0.acc: 93.7871, s0.loss_bbox: 0.1033, s0.loss_mask: 0.2156, s1.loss_cls: 0.0821, s1.acc: 94.2735, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1007, s2.loss_cls: 0.0408, s2.acc: 94.2186, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0470, loss: 1.2058 2022-05-12 16:46:21,238 - mmdet - INFO - Epoch [5][2400/7330] lr: 1.000e-04, eta: 3 days, 23:41:20, time: 1.436, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.1989, s0.loss_cls: 0.1710, s0.acc: 93.9946, s0.loss_bbox: 0.1013, s0.loss_mask: 0.2125, s1.loss_cls: 0.0797, s1.acc: 94.4880, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0988, s2.loss_cls: 0.0401, s2.acc: 94.4476, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0463, loss: 1.1777 2022-05-12 16:47:33,066 - mmdet - INFO - Epoch [5][2450/7330] lr: 1.000e-04, eta: 3 days, 23:39:49, time: 1.437, data_time: 0.012, memory: 64750, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2063, s0.loss_cls: 0.1672, s0.acc: 94.0193, s0.loss_bbox: 0.1020, s0.loss_mask: 0.2122, s1.loss_cls: 0.0766, s1.acc: 94.4681, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0994, s2.loss_cls: 0.0382, s2.acc: 94.3644, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0468, loss: 1.1778 2022-05-12 16:48:44,785 - mmdet - INFO - Epoch [5][2500/7330] lr: 1.000e-04, eta: 3 days, 23:38:17, time: 1.434, data_time: 0.013, memory: 64750, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.2230, s0.loss_cls: 0.1818, s0.acc: 93.6924, s0.loss_bbox: 0.1059, s0.loss_mask: 0.2210, s1.loss_cls: 0.0843, s1.acc: 94.1469, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1028, s2.loss_cls: 0.0413, s2.acc: 94.1235, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0485, loss: 1.2329 2022-05-12 16:49:56,090 - mmdet - INFO - Epoch [5][2550/7330] lr: 1.000e-04, eta: 3 days, 23:36:42, time: 1.427, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.1970, s0.loss_cls: 0.1713, s0.acc: 93.7852, s0.loss_bbox: 0.1043, s0.loss_mask: 0.2223, s1.loss_cls: 0.0785, s1.acc: 94.3168, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1041, s2.loss_cls: 0.0397, s2.acc: 94.0792, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0485, loss: 1.2010 2022-05-12 16:51:09,084 - mmdet - INFO - Epoch [5][2600/7330] lr: 1.000e-04, eta: 3 days, 23:35:19, time: 1.460, data_time: 0.013, memory: 64750, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2035, s0.loss_cls: 0.1715, s0.acc: 93.8767, s0.loss_bbox: 0.1033, s0.loss_mask: 0.2081, s1.loss_cls: 0.0802, s1.acc: 94.2733, s1.loss_bbox: 0.1074, s1.loss_mask: 0.0969, s2.loss_cls: 0.0396, s2.acc: 94.2535, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0455, loss: 1.1772 2022-05-12 16:52:20,894 - mmdet - INFO - Epoch [5][2650/7330] lr: 1.000e-04, eta: 3 days, 23:33:48, time: 1.436, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.2095, s0.loss_cls: 0.1755, s0.acc: 93.7380, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2153, s1.loss_cls: 0.0808, s1.acc: 94.2355, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1004, s2.loss_cls: 0.0412, s2.acc: 94.0624, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0469, loss: 1.2023 2022-05-12 16:53:33,057 - mmdet - INFO - Epoch [5][2700/7330] lr: 1.000e-04, eta: 3 days, 23:32:19, time: 1.443, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2095, s0.loss_cls: 0.1914, s0.acc: 93.3599, s0.loss_bbox: 0.1099, s0.loss_mask: 0.2229, s1.loss_cls: 0.0893, s1.acc: 93.7260, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1041, s2.loss_cls: 0.0445, s2.acc: 93.6350, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0489, loss: 1.2630 2022-05-12 16:54:46,950 - mmdet - INFO - Epoch [5][2750/7330] lr: 1.000e-04, eta: 3 days, 23:31:03, time: 1.478, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2065, s0.loss_cls: 0.1759, s0.acc: 93.7471, s0.loss_bbox: 0.1049, s0.loss_mask: 0.2135, s1.loss_cls: 0.0817, s1.acc: 94.2231, s1.loss_bbox: 0.1087, s1.loss_mask: 0.0988, s2.loss_cls: 0.0418, s2.acc: 93.9596, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0461, loss: 1.2049 2022-05-12 16:56:00,030 - mmdet - INFO - Epoch [5][2800/7330] lr: 1.000e-04, eta: 3 days, 23:29:41, time: 1.462, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0344, loss_semantic_seg: 0.2130, s0.loss_cls: 0.2030, s0.acc: 92.9348, s0.loss_bbox: 0.1158, s0.loss_mask: 0.2304, s1.loss_cls: 0.0955, s1.acc: 93.3472, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1075, s2.loss_cls: 0.0478, s2.acc: 93.2291, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0502, loss: 1.3128 2022-05-12 16:57:12,474 - mmdet - INFO - Epoch [5][2850/7330] lr: 1.000e-04, eta: 3 days, 23:28:14, time: 1.449, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2096, s0.loss_cls: 0.1782, s0.acc: 93.7041, s0.loss_bbox: 0.1070, s0.loss_mask: 0.2205, s1.loss_cls: 0.0834, s1.acc: 94.0430, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1030, s2.loss_cls: 0.0416, s2.acc: 93.9481, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0484, loss: 1.2268 2022-05-12 16:58:23,765 - mmdet - INFO - Epoch [5][2900/7330] lr: 1.000e-04, eta: 3 days, 23:26:39, time: 1.426, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.2022, s0.loss_cls: 0.1715, s0.acc: 93.7300, s0.loss_bbox: 0.1076, s0.loss_mask: 0.2250, s1.loss_cls: 0.0808, s1.acc: 94.0878, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1065, s2.loss_cls: 0.0404, s2.acc: 93.9192, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0501, loss: 1.2222 2022-05-12 16:59:35,662 - mmdet - INFO - Epoch [5][2950/7330] lr: 1.000e-04, eta: 3 days, 23:25:09, time: 1.438, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2061, s0.loss_cls: 0.1882, s0.acc: 93.5190, s0.loss_bbox: 0.1082, s0.loss_mask: 0.2183, s1.loss_cls: 0.0882, s1.acc: 94.0146, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1015, s2.loss_cls: 0.0439, s2.acc: 93.8452, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0477, loss: 1.2427 2022-05-12 17:00:47,822 - mmdet - INFO - Epoch [5][3000/7330] lr: 1.000e-04, eta: 3 days, 23:23:40, time: 1.443, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.2177, s0.loss_cls: 0.1749, s0.acc: 93.8044, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2208, s1.loss_cls: 0.0818, s1.acc: 94.3300, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1028, s2.loss_cls: 0.0405, s2.acc: 94.2156, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0485, loss: 1.2162 2022-05-12 17:01:58,428 - mmdet - INFO - Epoch [5][3050/7330] lr: 1.000e-04, eta: 3 days, 23:22:01, time: 1.412, data_time: 0.012, memory: 64750, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.2046, s0.loss_cls: 0.1713, s0.acc: 93.9490, s0.loss_bbox: 0.1027, s0.loss_mask: 0.2199, s1.loss_cls: 0.0772, s1.acc: 94.5430, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1026, s2.loss_cls: 0.0390, s2.acc: 94.3822, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0480, loss: 1.1919 2022-05-12 17:03:10,731 - mmdet - INFO - Epoch [5][3100/7330] lr: 1.000e-04, eta: 3 days, 23:20:33, time: 1.446, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2158, s0.loss_cls: 0.1777, s0.acc: 93.7959, s0.loss_bbox: 0.1054, s0.loss_mask: 0.2193, s1.loss_cls: 0.0840, s1.acc: 94.0963, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1030, s2.loss_cls: 0.0421, s2.acc: 94.0549, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0483, loss: 1.2328 2022-05-12 17:04:22,877 - mmdet - INFO - Epoch [5][3150/7330] lr: 1.000e-04, eta: 3 days, 23:19:05, time: 1.443, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2141, s0.loss_cls: 0.1823, s0.acc: 93.5547, s0.loss_bbox: 0.1102, s0.loss_mask: 0.2226, s1.loss_cls: 0.0841, s1.acc: 94.0057, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1029, s2.loss_cls: 0.0421, s2.acc: 93.8230, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0481, loss: 1.2475 2022-05-12 17:05:34,687 - mmdet - INFO - Epoch [5][3200/7330] lr: 1.000e-04, eta: 3 days, 23:17:34, time: 1.435, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.2155, s0.loss_cls: 0.1793, s0.acc: 93.6157, s0.loss_bbox: 0.1053, s0.loss_mask: 0.2180, s1.loss_cls: 0.0826, s1.acc: 94.1552, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1024, s2.loss_cls: 0.0414, s2.acc: 94.0331, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0481, loss: 1.2289 2022-05-12 17:06:47,073 - mmdet - INFO - Epoch [5][3250/7330] lr: 1.000e-04, eta: 3 days, 23:16:07, time: 1.447, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2137, s0.loss_cls: 0.1716, s0.acc: 93.9875, s0.loss_bbox: 0.1026, s0.loss_mask: 0.2167, s1.loss_cls: 0.0799, s1.acc: 94.3829, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1000, s2.loss_cls: 0.0398, s2.acc: 94.2910, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0462, loss: 1.1994 2022-05-12 17:07:58,823 - mmdet - INFO - Epoch [5][3300/7330] lr: 1.000e-04, eta: 3 days, 23:14:36, time: 1.436, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.2151, s0.loss_cls: 0.1667, s0.acc: 94.0623, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2221, s1.loss_cls: 0.0772, s1.acc: 94.4534, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1031, s2.loss_cls: 0.0389, s2.acc: 94.3685, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0479, loss: 1.1948 2022-05-12 17:09:10,973 - mmdet - INFO - Epoch [5][3350/7330] lr: 1.000e-04, eta: 3 days, 23:13:09, time: 1.444, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2088, s0.loss_cls: 0.1680, s0.acc: 94.0737, s0.loss_bbox: 0.1010, s0.loss_mask: 0.2145, s1.loss_cls: 0.0771, s1.acc: 94.5917, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1006, s2.loss_cls: 0.0397, s2.acc: 94.2341, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0467, loss: 1.1871 2022-05-12 17:10:22,349 - mmdet - INFO - Epoch [5][3400/7330] lr: 1.000e-04, eta: 3 days, 23:11:35, time: 1.428, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2096, s0.loss_cls: 0.1656, s0.acc: 94.1274, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2184, s1.loss_cls: 0.0760, s1.acc: 94.6681, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1019, s2.loss_cls: 0.0387, s2.acc: 94.4745, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0476, loss: 1.1909 2022-05-12 17:11:34,204 - mmdet - INFO - Epoch [5][3450/7330] lr: 1.000e-04, eta: 3 days, 23:10:05, time: 1.437, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2017, s0.loss_cls: 0.1568, s0.acc: 94.3169, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2148, s1.loss_cls: 0.0723, s1.acc: 94.6849, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0995, s2.loss_cls: 0.0367, s2.acc: 94.5531, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0463, loss: 1.1473 2022-05-12 17:12:46,765 - mmdet - INFO - Epoch [5][3500/7330] lr: 1.000e-04, eta: 3 days, 23:08:40, time: 1.451, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0345, loss_semantic_seg: 0.1971, s0.loss_cls: 0.1671, s0.acc: 93.9529, s0.loss_bbox: 0.1050, s0.loss_mask: 0.2248, s1.loss_cls: 0.0782, s1.acc: 94.3875, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1049, s2.loss_cls: 0.0396, s2.acc: 94.1595, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0488, loss: 1.2025 2022-05-12 17:13:59,656 - mmdet - INFO - Epoch [5][3550/7330] lr: 1.000e-04, eta: 3 days, 23:07:17, time: 1.458, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2092, s0.loss_cls: 0.1674, s0.acc: 93.9897, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2161, s1.loss_cls: 0.0771, s1.acc: 94.3148, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1006, s2.loss_cls: 0.0387, s2.acc: 94.2056, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0473, loss: 1.1867 2022-05-12 17:15:12,475 - mmdet - INFO - Epoch [5][3600/7330] lr: 1.000e-04, eta: 3 days, 23:05:54, time: 1.456, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0338, loss_semantic_seg: 0.2071, s0.loss_cls: 0.1755, s0.acc: 93.7544, s0.loss_bbox: 0.1051, s0.loss_mask: 0.2135, s1.loss_cls: 0.0822, s1.acc: 94.1772, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0987, s2.loss_cls: 0.0412, s2.acc: 94.0417, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0460, loss: 1.2005 2022-05-12 17:16:24,321 - mmdet - INFO - Epoch [5][3650/7330] lr: 1.000e-04, eta: 3 days, 23:04:24, time: 1.437, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2059, s0.loss_cls: 0.1731, s0.acc: 93.9290, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2204, s1.loss_cls: 0.0793, s1.acc: 94.4079, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1027, s2.loss_cls: 0.0402, s2.acc: 94.1551, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0484, loss: 1.2032 2022-05-12 17:17:36,411 - mmdet - INFO - Epoch [5][3700/7330] lr: 1.000e-04, eta: 3 days, 23:02:55, time: 1.440, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0351, loss_semantic_seg: 0.2107, s0.loss_cls: 0.1849, s0.acc: 93.4819, s0.loss_bbox: 0.1118, s0.loss_mask: 0.2273, s1.loss_cls: 0.0856, s1.acc: 93.9397, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1066, s2.loss_cls: 0.0432, s2.acc: 93.7557, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0499, loss: 1.2642 2022-05-12 17:18:49,105 - mmdet - INFO - Epoch [5][3750/7330] lr: 1.000e-04, eta: 3 days, 23:01:31, time: 1.455, data_time: 0.022, memory: 64750, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0355, loss_semantic_seg: 0.2057, s0.loss_cls: 0.1873, s0.acc: 93.2915, s0.loss_bbox: 0.1135, s0.loss_mask: 0.2240, s1.loss_cls: 0.0868, s1.acc: 93.7619, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1053, s2.loss_cls: 0.0434, s2.acc: 93.6202, s2.loss_bbox: 0.0699, s2.loss_mask: 0.0489, loss: 1.2648 2022-05-12 17:20:01,176 - mmdet - INFO - Epoch [5][3800/7330] lr: 1.000e-04, eta: 3 days, 23:00:03, time: 1.442, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.2040, s0.loss_cls: 0.1668, s0.acc: 94.0273, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2060, s1.loss_cls: 0.0761, s1.acc: 94.5293, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0974, s2.loss_cls: 0.0380, s2.acc: 94.5099, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0456, loss: 1.1576 2022-05-12 17:21:13,819 - mmdet - INFO - Epoch [5][3850/7330] lr: 1.000e-04, eta: 3 days, 22:58:39, time: 1.453, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0344, loss_semantic_seg: 0.2006, s0.loss_cls: 0.1866, s0.acc: 93.3369, s0.loss_bbox: 0.1118, s0.loss_mask: 0.2229, s1.loss_cls: 0.0861, s1.acc: 93.8236, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1039, s2.loss_cls: 0.0432, s2.acc: 93.6220, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0482, loss: 1.2457 2022-05-12 17:22:25,231 - mmdet - INFO - Epoch [5][3900/7330] lr: 1.000e-04, eta: 3 days, 22:57:06, time: 1.428, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2083, s0.loss_cls: 0.1680, s0.acc: 94.0010, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2146, s1.loss_cls: 0.0783, s1.acc: 94.4024, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1003, s2.loss_cls: 0.0399, s2.acc: 94.1580, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0470, loss: 1.1834 2022-05-12 17:23:37,502 - mmdet - INFO - Epoch [5][3950/7330] lr: 1.000e-04, eta: 3 days, 22:55:39, time: 1.446, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2046, s0.loss_cls: 0.1795, s0.acc: 93.7002, s0.loss_bbox: 0.1051, s0.loss_mask: 0.2160, s1.loss_cls: 0.0833, s1.acc: 94.2443, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1003, s2.loss_cls: 0.0412, s2.acc: 94.0875, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0469, loss: 1.2072 2022-05-12 17:24:49,447 - mmdet - INFO - Epoch [5][4000/7330] lr: 1.000e-04, eta: 3 days, 22:54:10, time: 1.439, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2090, s0.loss_cls: 0.1803, s0.acc: 93.6062, s0.loss_bbox: 0.1059, s0.loss_mask: 0.2160, s1.loss_cls: 0.0847, s1.acc: 94.0457, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1004, s2.loss_cls: 0.0429, s2.acc: 93.7927, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0471, loss: 1.2203 2022-05-12 17:26:01,736 - mmdet - INFO - Epoch [5][4050/7330] lr: 1.000e-04, eta: 3 days, 22:52:44, time: 1.445, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0337, loss_semantic_seg: 0.2085, s0.loss_cls: 0.1888, s0.acc: 93.2390, s0.loss_bbox: 0.1166, s0.loss_mask: 0.2215, s1.loss_cls: 0.0889, s1.acc: 93.6078, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1034, s2.loss_cls: 0.0447, s2.acc: 93.4691, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0481, loss: 1.2674 2022-05-12 17:27:13,185 - mmdet - INFO - Epoch [5][4100/7330] lr: 1.000e-04, eta: 3 days, 22:51:11, time: 1.429, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2130, s0.loss_cls: 0.1765, s0.acc: 93.7534, s0.loss_bbox: 0.1054, s0.loss_mask: 0.2204, s1.loss_cls: 0.0809, s1.acc: 94.2320, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1017, s2.loss_cls: 0.0404, s2.acc: 94.2555, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0471, loss: 1.2165 2022-05-12 17:28:25,311 - mmdet - INFO - Epoch [5][4150/7330] lr: 1.000e-04, eta: 3 days, 22:49:44, time: 1.442, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0337, loss_semantic_seg: 0.2041, s0.loss_cls: 0.1776, s0.acc: 93.7556, s0.loss_bbox: 0.1069, s0.loss_mask: 0.2242, s1.loss_cls: 0.0827, s1.acc: 94.1648, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1044, s2.loss_cls: 0.0419, s2.acc: 93.9720, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0491, loss: 1.2277 2022-05-12 17:29:38,073 - mmdet - INFO - Epoch [5][4200/7330] lr: 1.000e-04, eta: 3 days, 22:48:21, time: 1.456, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.2136, s0.loss_cls: 0.1691, s0.acc: 93.9939, s0.loss_bbox: 0.1000, s0.loss_mask: 0.2082, s1.loss_cls: 0.0781, s1.acc: 94.4804, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0975, s2.loss_cls: 0.0389, s2.acc: 94.3614, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0458, loss: 1.1705 2022-05-12 17:30:50,344 - mmdet - INFO - Epoch [5][4250/7330] lr: 1.000e-04, eta: 3 days, 22:46:54, time: 1.445, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.2125, s0.loss_cls: 0.1758, s0.acc: 93.7815, s0.loss_bbox: 0.1045, s0.loss_mask: 0.2209, s1.loss_cls: 0.0819, s1.acc: 94.1938, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1033, s2.loss_cls: 0.0414, s2.acc: 93.9494, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0489, loss: 1.2183 2022-05-12 17:32:03,492 - mmdet - INFO - Epoch [5][4300/7330] lr: 1.000e-04, eta: 3 days, 22:45:33, time: 1.461, data_time: 0.023, memory: 64750, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2126, s0.loss_cls: 0.1761, s0.acc: 93.8879, s0.loss_bbox: 0.0987, s0.loss_mask: 0.2172, s1.loss_cls: 0.0831, s1.acc: 94.3099, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1015, s2.loss_cls: 0.0416, s2.acc: 94.1115, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0478, loss: 1.2061 2022-05-12 17:33:16,306 - mmdet - INFO - Epoch [5][4350/7330] lr: 1.000e-04, eta: 3 days, 22:44:11, time: 1.458, data_time: 0.022, memory: 64750, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.2113, s0.loss_cls: 0.1712, s0.acc: 93.9915, s0.loss_bbox: 0.1034, s0.loss_mask: 0.2178, s1.loss_cls: 0.0779, s1.acc: 94.5084, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1021, s2.loss_cls: 0.0400, s2.acc: 94.3064, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0478, loss: 1.1979 2022-05-12 17:34:28,582 - mmdet - INFO - Epoch [5][4400/7330] lr: 1.000e-04, eta: 3 days, 22:42:45, time: 1.445, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2066, s0.loss_cls: 0.1655, s0.acc: 94.0842, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2189, s1.loss_cls: 0.0776, s1.acc: 94.4920, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1029, s2.loss_cls: 0.0388, s2.acc: 94.3931, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0480, loss: 1.1901 2022-05-12 17:35:40,298 - mmdet - INFO - Epoch [5][4450/7330] lr: 1.000e-04, eta: 3 days, 22:41:15, time: 1.435, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.2037, s0.loss_cls: 0.1524, s0.acc: 94.4700, s0.loss_bbox: 0.0964, s0.loss_mask: 0.2099, s1.loss_cls: 0.0708, s1.acc: 94.9413, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0978, s2.loss_cls: 0.0361, s2.acc: 94.6733, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0458, loss: 1.1291 2022-05-12 17:36:52,407 - mmdet - INFO - Epoch [5][4500/7330] lr: 1.000e-04, eta: 3 days, 22:39:47, time: 1.442, data_time: 0.023, memory: 64750, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0337, loss_semantic_seg: 0.2030, s0.loss_cls: 0.1730, s0.acc: 93.7834, s0.loss_bbox: 0.1041, s0.loss_mask: 0.2182, s1.loss_cls: 0.0800, s1.acc: 94.2495, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1015, s2.loss_cls: 0.0398, s2.acc: 94.2018, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0474, loss: 1.2029 2022-05-12 17:38:04,678 - mmdet - INFO - Epoch [5][4550/7330] lr: 1.000e-04, eta: 3 days, 22:38:21, time: 1.445, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2074, s0.loss_cls: 0.1725, s0.acc: 93.7339, s0.loss_bbox: 0.1083, s0.loss_mask: 0.2211, s1.loss_cls: 0.0808, s1.acc: 94.1268, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1023, s2.loss_cls: 0.0406, s2.acc: 94.0274, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0478, loss: 1.2153 2022-05-12 17:39:16,852 - mmdet - INFO - Epoch [5][4600/7330] lr: 1.000e-04, eta: 3 days, 22:36:54, time: 1.444, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2130, s0.loss_cls: 0.1778, s0.acc: 93.5972, s0.loss_bbox: 0.1070, s0.loss_mask: 0.2208, s1.loss_cls: 0.0823, s1.acc: 94.0746, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1030, s2.loss_cls: 0.0418, s2.acc: 93.6796, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0482, loss: 1.2351 2022-05-12 17:40:29,452 - mmdet - INFO - Epoch [5][4650/7330] lr: 1.000e-04, eta: 3 days, 22:35:30, time: 1.452, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2071, s0.loss_cls: 0.1917, s0.acc: 93.3577, s0.loss_bbox: 0.1092, s0.loss_mask: 0.2210, s1.loss_cls: 0.0897, s1.acc: 93.8386, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1041, s2.loss_cls: 0.0442, s2.acc: 93.8368, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0486, loss: 1.2561 2022-05-12 17:41:41,610 - mmdet - INFO - Epoch [5][4700/7330] lr: 1.000e-04, eta: 3 days, 22:34:03, time: 1.443, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2124, s0.loss_cls: 0.1758, s0.acc: 93.8901, s0.loss_bbox: 0.1023, s0.loss_mask: 0.2195, s1.loss_cls: 0.0815, s1.acc: 94.3644, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1025, s2.loss_cls: 0.0411, s2.acc: 94.1469, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0477, loss: 1.2158 2022-05-12 17:42:53,682 - mmdet - INFO - Epoch [5][4750/7330] lr: 1.000e-04, eta: 3 days, 22:32:36, time: 1.441, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2059, s0.loss_cls: 0.1729, s0.acc: 93.8232, s0.loss_bbox: 0.1036, s0.loss_mask: 0.2133, s1.loss_cls: 0.0794, s1.acc: 94.3169, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0999, s2.loss_cls: 0.0399, s2.acc: 94.2169, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0472, loss: 1.1918 2022-05-12 17:44:06,668 - mmdet - INFO - Epoch [5][4800/7330] lr: 1.000e-04, eta: 3 days, 22:31:15, time: 1.460, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.2082, s0.loss_cls: 0.1787, s0.acc: 93.7100, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2165, s1.loss_cls: 0.0824, s1.acc: 94.1371, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1008, s2.loss_cls: 0.0413, s2.acc: 94.0894, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0475, loss: 1.2014 2022-05-12 17:45:19,312 - mmdet - INFO - Epoch [5][4850/7330] lr: 1.000e-04, eta: 3 days, 22:29:51, time: 1.453, data_time: 0.013, memory: 64750, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.2074, s0.loss_cls: 0.1574, s0.acc: 94.3589, s0.loss_bbox: 0.0978, s0.loss_mask: 0.2104, s1.loss_cls: 0.0737, s1.acc: 94.7471, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0989, s2.loss_cls: 0.0372, s2.acc: 94.4852, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0461, loss: 1.1450 2022-05-12 17:46:32,026 - mmdet - INFO - Epoch [5][4900/7330] lr: 1.000e-04, eta: 3 days, 22:28:27, time: 1.451, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2069, s0.loss_cls: 0.1750, s0.acc: 93.8713, s0.loss_bbox: 0.1026, s0.loss_mask: 0.2237, s1.loss_cls: 0.0814, s1.acc: 94.2986, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1047, s2.loss_cls: 0.0406, s2.acc: 94.2272, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0488, loss: 1.2211 2022-05-12 17:47:43,367 - mmdet - INFO - Epoch [5][4950/7330] lr: 1.000e-04, eta: 3 days, 22:26:56, time: 1.430, data_time: 0.021, memory: 64750, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2163, s0.loss_cls: 0.1589, s0.acc: 94.2776, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2182, s1.loss_cls: 0.0751, s1.acc: 94.5449, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1020, s2.loss_cls: 0.0375, s2.acc: 94.4904, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0480, loss: 1.1738 2022-05-12 17:48:55,415 - mmdet - INFO - Epoch [5][5000/7330] lr: 1.000e-04, eta: 3 days, 22:25:29, time: 1.441, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2087, s0.loss_cls: 0.1784, s0.acc: 93.5955, s0.loss_bbox: 0.1086, s0.loss_mask: 0.2183, s1.loss_cls: 0.0839, s1.acc: 93.9681, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1014, s2.loss_cls: 0.0424, s2.acc: 93.7765, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0476, loss: 1.2263 2022-05-12 17:50:06,949 - mmdet - INFO - Epoch [5][5050/7330] lr: 1.000e-04, eta: 3 days, 22:23:58, time: 1.431, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0341, loss_semantic_seg: 0.2051, s0.loss_cls: 0.1677, s0.acc: 94.0081, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2142, s1.loss_cls: 0.0785, s1.acc: 94.2910, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0999, s2.loss_cls: 0.0395, s2.acc: 94.1124, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0471, loss: 1.1818 2022-05-12 17:51:19,936 - mmdet - INFO - Epoch [5][5100/7330] lr: 1.000e-04, eta: 3 days, 22:22:37, time: 1.460, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2090, s0.loss_cls: 0.1670, s0.acc: 93.9629, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2173, s1.loss_cls: 0.0771, s1.acc: 94.3703, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1013, s2.loss_cls: 0.0394, s2.acc: 94.1150, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0477, loss: 1.1904 2022-05-12 17:52:31,861 - mmdet - INFO - Epoch [5][5150/7330] lr: 1.000e-04, eta: 3 days, 22:21:09, time: 1.439, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.2016, s0.loss_cls: 0.1682, s0.acc: 93.9919, s0.loss_bbox: 0.1029, s0.loss_mask: 0.2122, s1.loss_cls: 0.0780, s1.acc: 94.3994, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0989, s2.loss_cls: 0.0392, s2.acc: 94.2403, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0462, loss: 1.1745 2022-05-12 17:53:43,785 - mmdet - INFO - Epoch [5][5200/7330] lr: 1.000e-04, eta: 3 days, 22:19:41, time: 1.438, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0346, loss_semantic_seg: 0.2069, s0.loss_cls: 0.1806, s0.acc: 93.4736, s0.loss_bbox: 0.1083, s0.loss_mask: 0.2181, s1.loss_cls: 0.0834, s1.acc: 94.0120, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1015, s2.loss_cls: 0.0419, s2.acc: 93.9342, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0472, loss: 1.2260 2022-05-12 17:54:55,371 - mmdet - INFO - Epoch [5][5250/7330] lr: 1.000e-04, eta: 3 days, 22:18:10, time: 1.432, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.1977, s0.loss_cls: 0.1643, s0.acc: 94.2231, s0.loss_bbox: 0.0988, s0.loss_mask: 0.2162, s1.loss_cls: 0.0768, s1.acc: 94.5784, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1014, s2.loss_cls: 0.0384, s2.acc: 94.5123, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0480, loss: 1.1636 2022-05-12 17:56:07,594 - mmdet - INFO - Epoch [5][5300/7330] lr: 1.000e-04, eta: 3 days, 22:16:44, time: 1.445, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2103, s0.loss_cls: 0.1733, s0.acc: 93.7749, s0.loss_bbox: 0.1053, s0.loss_mask: 0.2181, s1.loss_cls: 0.0812, s1.acc: 94.1294, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1014, s2.loss_cls: 0.0405, s2.acc: 94.0697, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0474, loss: 1.2090 2022-05-12 17:57:19,872 - mmdet - INFO - Epoch [5][5350/7330] lr: 1.000e-04, eta: 3 days, 22:15:18, time: 1.443, data_time: 0.021, memory: 64750, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0343, loss_semantic_seg: 0.2013, s0.loss_cls: 0.1788, s0.acc: 93.7061, s0.loss_bbox: 0.1051, s0.loss_mask: 0.2257, s1.loss_cls: 0.0827, s1.acc: 94.2787, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1049, s2.loss_cls: 0.0411, s2.acc: 94.1995, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0487, loss: 1.2219 2022-05-12 17:58:32,357 - mmdet - INFO - Epoch [5][5400/7330] lr: 1.000e-04, eta: 3 days, 22:13:55, time: 1.452, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2098, s0.loss_cls: 0.1801, s0.acc: 93.6572, s0.loss_bbox: 0.1086, s0.loss_mask: 0.2183, s1.loss_cls: 0.0840, s1.acc: 94.0332, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1018, s2.loss_cls: 0.0419, s2.acc: 93.8818, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0477, loss: 1.2293 2022-05-12 17:59:43,888 - mmdet - INFO - Epoch [5][5450/7330] lr: 1.000e-04, eta: 3 days, 22:12:24, time: 1.430, data_time: 0.013, memory: 64750, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2115, s0.loss_cls: 0.1736, s0.acc: 93.7595, s0.loss_bbox: 0.1033, s0.loss_mask: 0.2134, s1.loss_cls: 0.0812, s1.acc: 94.2344, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0997, s2.loss_cls: 0.0407, s2.acc: 94.0999, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0465, loss: 1.1996 2022-05-12 18:00:56,772 - mmdet - INFO - Epoch [5][5500/7330] lr: 1.000e-04, eta: 3 days, 22:11:03, time: 1.458, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.2062, s0.loss_cls: 0.1724, s0.acc: 93.9368, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2107, s1.loss_cls: 0.0801, s1.acc: 94.3782, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0987, s2.loss_cls: 0.0401, s2.acc: 94.2454, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0464, loss: 1.1818 2022-05-12 18:02:08,509 - mmdet - INFO - Epoch [5][5550/7330] lr: 1.000e-04, eta: 3 days, 22:09:34, time: 1.434, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2067, s0.loss_cls: 0.1753, s0.acc: 93.8132, s0.loss_bbox: 0.1028, s0.loss_mask: 0.2130, s1.loss_cls: 0.0821, s1.acc: 94.2728, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0992, s2.loss_cls: 0.0410, s2.acc: 94.1544, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0459, loss: 1.1975 2022-05-12 18:03:20,242 - mmdet - INFO - Epoch [5][5600/7330] lr: 1.000e-04, eta: 3 days, 22:08:05, time: 1.434, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.2083, s0.loss_cls: 0.1583, s0.acc: 94.4087, s0.loss_bbox: 0.0938, s0.loss_mask: 0.2133, s1.loss_cls: 0.0740, s1.acc: 94.8114, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1007, s2.loss_cls: 0.0366, s2.acc: 94.6644, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0479, loss: 1.1509 2022-05-12 18:04:31,930 - mmdet - INFO - Epoch [5][5650/7330] lr: 1.000e-04, eta: 3 days, 22:06:36, time: 1.435, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2084, s0.loss_cls: 0.1640, s0.acc: 94.1804, s0.loss_bbox: 0.0968, s0.loss_mask: 0.2122, s1.loss_cls: 0.0766, s1.acc: 94.6455, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0996, s2.loss_cls: 0.0379, s2.acc: 94.5800, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0468, loss: 1.1617 2022-05-12 18:05:43,791 - mmdet - INFO - Epoch [5][5700/7330] lr: 1.000e-04, eta: 3 days, 22:05:08, time: 1.437, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2058, s0.loss_cls: 0.1712, s0.acc: 93.7856, s0.loss_bbox: 0.1064, s0.loss_mask: 0.2205, s1.loss_cls: 0.0794, s1.acc: 94.1785, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1020, s2.loss_cls: 0.0400, s2.acc: 94.0185, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0480, loss: 1.2105 2022-05-12 18:06:56,922 - mmdet - INFO - Epoch [5][5750/7330] lr: 1.000e-04, eta: 3 days, 22:03:48, time: 1.463, data_time: 0.022, memory: 64750, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2030, s0.loss_cls: 0.1674, s0.acc: 94.0271, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2199, s1.loss_cls: 0.0759, s1.acc: 94.5873, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1022, s2.loss_cls: 0.0384, s2.acc: 94.4570, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0477, loss: 1.1809 2022-05-12 18:08:08,399 - mmdet - INFO - Epoch [5][5800/7330] lr: 1.000e-04, eta: 3 days, 22:02:18, time: 1.429, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2080, s0.loss_cls: 0.1791, s0.acc: 93.6638, s0.loss_bbox: 0.1058, s0.loss_mask: 0.2176, s1.loss_cls: 0.0839, s1.acc: 94.0727, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1021, s2.loss_cls: 0.0422, s2.acc: 93.8486, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0472, loss: 1.2243 2022-05-12 18:09:19,990 - mmdet - INFO - Epoch [5][5850/7330] lr: 1.000e-04, eta: 3 days, 22:00:48, time: 1.432, data_time: 0.013, memory: 64750, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.2115, s0.loss_cls: 0.1894, s0.acc: 93.3831, s0.loss_bbox: 0.1070, s0.loss_mask: 0.2172, s1.loss_cls: 0.0874, s1.acc: 93.9604, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1007, s2.loss_cls: 0.0439, s2.acc: 93.7617, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0469, loss: 1.2425 2022-05-12 18:10:33,197 - mmdet - INFO - Epoch [5][5900/7330] lr: 1.000e-04, eta: 3 days, 21:59:29, time: 1.464, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.2085, s0.loss_cls: 0.1870, s0.acc: 93.4702, s0.loss_bbox: 0.1059, s0.loss_mask: 0.2177, s1.loss_cls: 0.0881, s1.acc: 93.8486, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1022, s2.loss_cls: 0.0440, s2.acc: 93.7124, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0481, loss: 1.2334 2022-05-12 18:11:45,455 - mmdet - INFO - Epoch [5][5950/7330] lr: 1.000e-04, eta: 3 days, 21:58:04, time: 1.445, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2165, s0.loss_cls: 0.1724, s0.acc: 94.0522, s0.loss_bbox: 0.0992, s0.loss_mask: 0.2147, s1.loss_cls: 0.0801, s1.acc: 94.4524, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1009, s2.loss_cls: 0.0401, s2.acc: 94.3657, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0474, loss: 1.1961 2022-05-12 18:12:56,996 - mmdet - INFO - Epoch [5][6000/7330] lr: 1.000e-04, eta: 3 days, 21:56:34, time: 1.431, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.2087, s0.loss_cls: 0.1728, s0.acc: 93.8955, s0.loss_bbox: 0.1038, s0.loss_mask: 0.2200, s1.loss_cls: 0.0802, s1.acc: 94.4282, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1026, s2.loss_cls: 0.0399, s2.acc: 94.2193, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0482, loss: 1.2049 2022-05-12 18:14:09,123 - mmdet - INFO - Epoch [5][6050/7330] lr: 1.000e-04, eta: 3 days, 21:55:08, time: 1.442, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.2036, s0.loss_cls: 0.1742, s0.acc: 93.8218, s0.loss_bbox: 0.1051, s0.loss_mask: 0.2194, s1.loss_cls: 0.0803, s1.acc: 94.2692, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1031, s2.loss_cls: 0.0411, s2.acc: 93.9896, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0483, loss: 1.2078 2022-05-12 18:15:20,883 - mmdet - INFO - Epoch [5][6100/7330] lr: 1.000e-04, eta: 3 days, 21:53:40, time: 1.435, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2065, s0.loss_cls: 0.1889, s0.acc: 93.3196, s0.loss_bbox: 0.1111, s0.loss_mask: 0.2191, s1.loss_cls: 0.0872, s1.acc: 93.9192, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1024, s2.loss_cls: 0.0441, s2.acc: 93.7201, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0478, loss: 1.2539 2022-05-12 18:16:32,949 - mmdet - INFO - Epoch [5][6150/7330] lr: 1.000e-04, eta: 3 days, 21:52:13, time: 1.441, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.2025, s0.loss_cls: 0.1794, s0.acc: 93.5752, s0.loss_bbox: 0.1071, s0.loss_mask: 0.2203, s1.loss_cls: 0.0839, s1.acc: 94.0810, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1040, s2.loss_cls: 0.0429, s2.acc: 93.9055, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0489, loss: 1.2279 2022-05-12 18:17:44,559 - mmdet - INFO - Epoch [5][6200/7330] lr: 1.000e-04, eta: 3 days, 21:50:44, time: 1.432, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2187, s0.loss_cls: 0.1796, s0.acc: 93.7200, s0.loss_bbox: 0.1038, s0.loss_mask: 0.2165, s1.loss_cls: 0.0837, s1.acc: 94.1291, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0997, s2.loss_cls: 0.0421, s2.acc: 94.0101, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0465, loss: 1.2224 2022-05-12 18:18:56,665 - mmdet - INFO - Epoch [5][6250/7330] lr: 1.000e-04, eta: 3 days, 21:49:18, time: 1.442, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2086, s0.loss_cls: 0.1663, s0.acc: 94.1150, s0.loss_bbox: 0.0970, s0.loss_mask: 0.2203, s1.loss_cls: 0.0763, s1.acc: 94.6126, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1026, s2.loss_cls: 0.0386, s2.acc: 94.5026, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0480, loss: 1.1826 2022-05-12 18:20:09,078 - mmdet - INFO - Epoch [5][6300/7330] lr: 1.000e-04, eta: 3 days, 21:47:54, time: 1.448, data_time: 0.013, memory: 64750, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.2000, s0.loss_cls: 0.1751, s0.acc: 93.8542, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2157, s1.loss_cls: 0.0811, s1.acc: 94.4413, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1017, s2.loss_cls: 0.0408, s2.acc: 94.1682, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0474, loss: 1.1855 2022-05-12 18:21:21,881 - mmdet - INFO - Epoch [5][6350/7330] lr: 1.000e-04, eta: 3 days, 21:46:33, time: 1.456, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2093, s0.loss_cls: 0.1736, s0.acc: 93.9773, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2152, s1.loss_cls: 0.0800, s1.acc: 94.4614, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1006, s2.loss_cls: 0.0399, s2.acc: 94.4394, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0472, loss: 1.1907 2022-05-12 18:22:34,618 - mmdet - INFO - Epoch [5][6400/7330] lr: 1.000e-04, eta: 3 days, 21:45:11, time: 1.455, data_time: 0.013, memory: 64750, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0349, loss_semantic_seg: 0.2024, s0.loss_cls: 0.1761, s0.acc: 93.7773, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2109, s1.loss_cls: 0.0827, s1.acc: 94.2247, s1.loss_bbox: 0.1090, s1.loss_mask: 0.0987, s2.loss_cls: 0.0416, s2.acc: 94.0268, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0462, loss: 1.2022 2022-05-12 18:23:46,270 - mmdet - INFO - Epoch [5][6450/7330] lr: 1.000e-04, eta: 3 days, 21:43:42, time: 1.432, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.1979, s0.loss_cls: 0.1689, s0.acc: 94.0588, s0.loss_bbox: 0.1010, s0.loss_mask: 0.2230, s1.loss_cls: 0.0791, s1.acc: 94.4248, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1040, s2.loss_cls: 0.0401, s2.acc: 94.0995, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0479, loss: 1.1907 2022-05-12 18:24:58,609 - mmdet - INFO - Epoch [5][6500/7330] lr: 1.000e-04, eta: 3 days, 21:42:18, time: 1.447, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.2138, s0.loss_cls: 0.1774, s0.acc: 93.7153, s0.loss_bbox: 0.1013, s0.loss_mask: 0.2119, s1.loss_cls: 0.0817, s1.acc: 94.2720, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0990, s2.loss_cls: 0.0405, s2.acc: 94.1189, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0468, loss: 1.1962 2022-05-12 18:26:10,201 - mmdet - INFO - Epoch [5][6550/7330] lr: 1.000e-04, eta: 3 days, 21:40:49, time: 1.432, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2040, s0.loss_cls: 0.1812, s0.acc: 93.5432, s0.loss_bbox: 0.1058, s0.loss_mask: 0.2157, s1.loss_cls: 0.0832, s1.acc: 94.0256, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1007, s2.loss_cls: 0.0420, s2.acc: 93.8152, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0470, loss: 1.2209 2022-05-12 18:27:23,482 - mmdet - INFO - Epoch [5][6600/7330] lr: 1.000e-04, eta: 3 days, 21:39:31, time: 1.465, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.2116, s0.loss_cls: 0.1887, s0.acc: 93.4653, s0.loss_bbox: 0.1048, s0.loss_mask: 0.2180, s1.loss_cls: 0.0886, s1.acc: 93.8626, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1021, s2.loss_cls: 0.0441, s2.acc: 93.7286, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0476, loss: 1.2458 2022-05-12 18:28:36,431 - mmdet - INFO - Epoch [5][6650/7330] lr: 1.000e-04, eta: 3 days, 21:38:10, time: 1.459, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2168, s0.loss_cls: 0.1939, s0.acc: 93.0046, s0.loss_bbox: 0.1124, s0.loss_mask: 0.2188, s1.loss_cls: 0.0901, s1.acc: 93.4427, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1021, s2.loss_cls: 0.0447, s2.acc: 93.4386, s2.loss_bbox: 0.0701, s2.loss_mask: 0.0481, loss: 1.2701 2022-05-12 18:29:48,856 - mmdet - INFO - Epoch [5][6700/7330] lr: 1.000e-04, eta: 3 days, 21:36:47, time: 1.448, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2017, s0.loss_cls: 0.1797, s0.acc: 93.5435, s0.loss_bbox: 0.1053, s0.loss_mask: 0.2173, s1.loss_cls: 0.0841, s1.acc: 93.9096, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1022, s2.loss_cls: 0.0428, s2.acc: 93.7135, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0479, loss: 1.2185 2022-05-12 18:31:01,426 - mmdet - INFO - Epoch [5][6750/7330] lr: 1.000e-04, eta: 3 days, 21:35:24, time: 1.452, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2054, s0.loss_cls: 0.1891, s0.acc: 93.3391, s0.loss_bbox: 0.1115, s0.loss_mask: 0.2237, s1.loss_cls: 0.0897, s1.acc: 93.7031, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1042, s2.loss_cls: 0.0445, s2.acc: 93.5124, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0485, loss: 1.2568 2022-05-12 18:32:12,971 - mmdet - INFO - Epoch [5][6800/7330] lr: 1.000e-04, eta: 3 days, 21:33:55, time: 1.431, data_time: 0.013, memory: 64750, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.2052, s0.loss_cls: 0.1751, s0.acc: 93.7881, s0.loss_bbox: 0.1034, s0.loss_mask: 0.2130, s1.loss_cls: 0.0815, s1.acc: 94.2119, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1001, s2.loss_cls: 0.0408, s2.acc: 94.0989, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0473, loss: 1.1935 2022-05-12 18:33:25,815 - mmdet - INFO - Epoch [5][6850/7330] lr: 1.000e-04, eta: 3 days, 21:32:34, time: 1.457, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.1945, s0.loss_cls: 0.1760, s0.acc: 93.7395, s0.loss_bbox: 0.1059, s0.loss_mask: 0.2195, s1.loss_cls: 0.0819, s1.acc: 94.2394, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1030, s2.loss_cls: 0.0417, s2.acc: 94.0052, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0486, loss: 1.2089 2022-05-12 18:34:37,327 - mmdet - INFO - Epoch [5][6900/7330] lr: 1.000e-04, eta: 3 days, 21:31:05, time: 1.430, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.2025, s0.loss_cls: 0.1749, s0.acc: 93.8787, s0.loss_bbox: 0.0964, s0.loss_mask: 0.2155, s1.loss_cls: 0.0819, s1.acc: 94.2764, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1015, s2.loss_cls: 0.0406, s2.acc: 94.2075, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0474, loss: 1.1822 2022-05-12 18:35:49,987 - mmdet - INFO - Epoch [5][6950/7330] lr: 1.000e-04, eta: 3 days, 21:29:43, time: 1.453, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.2069, s0.loss_cls: 0.1718, s0.acc: 93.8979, s0.loss_bbox: 0.1010, s0.loss_mask: 0.2130, s1.loss_cls: 0.0790, s1.acc: 94.3301, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0989, s2.loss_cls: 0.0396, s2.acc: 94.1856, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0464, loss: 1.1835 2022-05-12 18:37:01,515 - mmdet - INFO - Epoch [5][7000/7330] lr: 1.000e-04, eta: 3 days, 21:28:14, time: 1.431, data_time: 0.013, memory: 64750, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.1939, s0.loss_cls: 0.1829, s0.acc: 93.5818, s0.loss_bbox: 0.1051, s0.loss_mask: 0.2172, s1.loss_cls: 0.0855, s1.acc: 94.0193, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1017, s2.loss_cls: 0.0422, s2.acc: 93.9721, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0476, loss: 1.2127 2022-05-12 18:38:13,799 - mmdet - INFO - Epoch [5][7050/7330] lr: 1.000e-04, eta: 3 days, 21:26:50, time: 1.446, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.2122, s0.loss_cls: 0.1788, s0.acc: 93.7056, s0.loss_bbox: 0.1041, s0.loss_mask: 0.2157, s1.loss_cls: 0.0845, s1.acc: 94.0208, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1007, s2.loss_cls: 0.0424, s2.acc: 93.8187, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0471, loss: 1.2149 2022-05-12 18:39:25,173 - mmdet - INFO - Epoch [5][7100/7330] lr: 1.000e-04, eta: 3 days, 21:25:20, time: 1.427, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.2011, s0.loss_cls: 0.1769, s0.acc: 93.6587, s0.loss_bbox: 0.1058, s0.loss_mask: 0.2216, s1.loss_cls: 0.0825, s1.acc: 94.1414, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1033, s2.loss_cls: 0.0406, s2.acc: 94.0797, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0480, loss: 1.2064 2022-05-12 18:40:35,812 - mmdet - INFO - Epoch [5][7150/7330] lr: 1.000e-04, eta: 3 days, 21:23:45, time: 1.413, data_time: 0.013, memory: 64750, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1954, s0.loss_cls: 0.1735, s0.acc: 93.8369, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2103, s1.loss_cls: 0.0796, s1.acc: 94.3466, s1.loss_bbox: 0.1082, s1.loss_mask: 0.0987, s2.loss_cls: 0.0407, s2.acc: 94.1764, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0466, loss: 1.1788 2022-05-12 18:41:46,738 - mmdet - INFO - Epoch [5][7200/7330] lr: 1.000e-04, eta: 3 days, 21:22:13, time: 1.419, data_time: 0.012, memory: 64750, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.2032, s0.loss_cls: 0.1760, s0.acc: 93.7007, s0.loss_bbox: 0.1054, s0.loss_mask: 0.2165, s1.loss_cls: 0.0825, s1.acc: 94.1376, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1013, s2.loss_cls: 0.0418, s2.acc: 93.8235, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0474, loss: 1.2087 2022-05-12 18:42:58,897 - mmdet - INFO - Epoch [5][7250/7330] lr: 1.000e-04, eta: 3 days, 21:20:48, time: 1.443, data_time: 0.022, memory: 64750, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.2122, s0.loss_cls: 0.1791, s0.acc: 93.5024, s0.loss_bbox: 0.1075, s0.loss_mask: 0.2145, s1.loss_cls: 0.0836, s1.acc: 93.9934, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1007, s2.loss_cls: 0.0420, s2.acc: 93.8746, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0470, loss: 1.2234 2022-05-12 18:44:10,549 - mmdet - INFO - Epoch [5][7300/7330] lr: 1.000e-04, eta: 3 days, 21:19:20, time: 1.433, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.2127, s0.loss_cls: 0.1699, s0.acc: 94.0718, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2131, s1.loss_cls: 0.0783, s1.acc: 94.5032, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0990, s2.loss_cls: 0.0394, s2.acc: 94.2410, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0463, loss: 1.1845 2022-05-12 18:45:07,559 - mmdet - INFO - Saving checkpoint at 5 epochs 2022-05-12 18:50:37,723 - mmdet - INFO - Evaluating bbox... 2022-05-12 18:51:26,147 - 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 ] = 0.712 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.577 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.368 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.562 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.701 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.701 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.701 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.554 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.737 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.826 2022-05-12 18:51:26,149 - mmdet - INFO - Evaluating segm... 2022-05-12 18:52:24,571 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.456 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.692 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.497 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.272 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.491 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 ] = 0.611 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 ] = 0.449 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 ] = 0.757 2022-05-12 18:52:25,828 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 18:52:25,830 - mmdet - INFO - Epoch(val) [5][313] bbox_mAP: 0.5200, bbox_mAP_50: 0.7120, bbox_mAP_75: 0.5770, bbox_mAP_s: 0.3680, bbox_mAP_m: 0.5620, bbox_mAP_l: 0.6400, bbox_mAP_copypaste: 0.520 0.712 0.577 0.368 0.562 0.640, segm_mAP: 0.4560, segm_mAP_50: 0.6920, segm_mAP_75: 0.4970, segm_mAP_s: 0.2720, segm_mAP_m: 0.4910, segm_mAP_l: 0.6330, segm_mAP_copypaste: 0.456 0.692 0.497 0.272 0.491 0.633 2022-05-12 18:58:36,686 - mmdet - INFO - Epoch [6][50/7330] lr: 1.000e-04, eta: 3 days, 21:43:25, time: 7.417, data_time: 5.963, memory: 64750, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.2010, s0.loss_cls: 0.1748, s0.acc: 93.6816, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2105, s1.loss_cls: 0.0810, s1.acc: 94.1832, s1.loss_bbox: 0.1086, s1.loss_mask: 0.0991, s2.loss_cls: 0.0411, s2.acc: 93.9398, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0466, loss: 1.1884 2022-05-12 18:59:48,772 - mmdet - INFO - Epoch [6][100/7330] lr: 1.000e-04, eta: 3 days, 21:41:57, time: 1.441, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.2067, s0.loss_cls: 0.1590, s0.acc: 94.3376, s0.loss_bbox: 0.0967, s0.loss_mask: 0.2111, s1.loss_cls: 0.0725, s1.acc: 94.9087, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0981, s2.loss_cls: 0.0361, s2.acc: 94.7829, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0461, loss: 1.1414 2022-05-12 19:01:01,098 - mmdet - INFO - Epoch [6][150/7330] lr: 1.000e-04, eta: 3 days, 21:40:31, time: 1.447, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1981, s0.loss_cls: 0.1632, s0.acc: 94.0823, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2229, s1.loss_cls: 0.0762, s1.acc: 94.5459, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1032, s2.loss_cls: 0.0386, s2.acc: 94.3206, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0477, loss: 1.1716 2022-05-12 19:02:13,627 - mmdet - INFO - Epoch [6][200/7330] lr: 1.000e-04, eta: 3 days, 21:39:06, time: 1.451, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.1987, s0.loss_cls: 0.1568, s0.acc: 94.3364, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2119, s1.loss_cls: 0.0728, s1.acc: 94.7988, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0993, s2.loss_cls: 0.0372, s2.acc: 94.6085, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0466, loss: 1.1535 2022-05-12 19:03:25,800 - mmdet - INFO - Epoch [6][250/7330] lr: 1.000e-04, eta: 3 days, 21:37:39, time: 1.443, data_time: 0.023, memory: 64750, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.2036, s0.loss_cls: 0.1492, s0.acc: 94.6470, s0.loss_bbox: 0.0935, s0.loss_mask: 0.2050, s1.loss_cls: 0.0688, s1.acc: 95.0912, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0958, s2.loss_cls: 0.0344, s2.acc: 94.9401, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0448, loss: 1.1057 2022-05-12 19:04:38,243 - mmdet - INFO - Epoch [6][300/7330] lr: 1.000e-04, eta: 3 days, 21:36:14, time: 1.449, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2015, s0.loss_cls: 0.1760, s0.acc: 93.7190, s0.loss_bbox: 0.1060, s0.loss_mask: 0.2154, s1.loss_cls: 0.0811, s1.acc: 94.2041, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1002, s2.loss_cls: 0.0413, s2.acc: 94.0732, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0464, loss: 1.2027 2022-05-12 19:05:50,967 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 19:05:50,968 - mmdet - INFO - Epoch [6][350/7330] lr: 1.000e-04, eta: 3 days, 21:34:50, time: 1.454, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.2053, s0.loss_cls: 0.1662, s0.acc: 94.0894, s0.loss_bbox: 0.0997, s0.loss_mask: 0.2151, s1.loss_cls: 0.0769, s1.acc: 94.5501, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1008, s2.loss_cls: 0.0384, s2.acc: 94.4606, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0474, loss: 1.1755 2022-05-12 19:07:02,929 - mmdet - INFO - Epoch [6][400/7330] lr: 1.000e-04, eta: 3 days, 21:33:22, time: 1.439, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.1984, s0.loss_cls: 0.1661, s0.acc: 93.9517, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2146, s1.loss_cls: 0.0767, s1.acc: 94.4272, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1012, s2.loss_cls: 0.0389, s2.acc: 94.2455, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0476, loss: 1.1697 2022-05-12 19:08:14,052 - mmdet - INFO - Epoch [6][450/7330] lr: 1.000e-04, eta: 3 days, 21:31:49, time: 1.422, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1984, s0.loss_cls: 0.1538, s0.acc: 94.5649, s0.loss_bbox: 0.0929, s0.loss_mask: 0.2075, s1.loss_cls: 0.0719, s1.acc: 94.9466, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0971, s2.loss_cls: 0.0363, s2.acc: 94.7836, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0457, loss: 1.1098 2022-05-12 19:09:25,535 - mmdet - INFO - Epoch [6][500/7330] lr: 1.000e-04, eta: 3 days, 21:30:18, time: 1.429, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.1982, s0.loss_cls: 0.1647, s0.acc: 94.0598, s0.loss_bbox: 0.1034, s0.loss_mask: 0.2177, s1.loss_cls: 0.0740, s1.acc: 94.6861, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1019, s2.loss_cls: 0.0373, s2.acc: 94.5156, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0478, loss: 1.1739 2022-05-12 19:10:37,698 - mmdet - INFO - Epoch [6][550/7330] lr: 1.000e-04, eta: 3 days, 21:28:51, time: 1.444, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.2057, s0.loss_cls: 0.1693, s0.acc: 94.0830, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2094, s1.loss_cls: 0.0786, s1.acc: 94.4787, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0982, s2.loss_cls: 0.0392, s2.acc: 94.4146, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0458, loss: 1.1709 2022-05-12 19:11:48,823 - mmdet - INFO - Epoch [6][600/7330] lr: 1.000e-04, eta: 3 days, 21:27:18, time: 1.423, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2020, s0.loss_cls: 0.1664, s0.acc: 94.0105, s0.loss_bbox: 0.1043, s0.loss_mask: 0.2120, s1.loss_cls: 0.0777, s1.acc: 94.3123, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0987, s2.loss_cls: 0.0387, s2.acc: 94.2083, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0462, loss: 1.1750 2022-05-12 19:13:00,100 - mmdet - INFO - Epoch [6][650/7330] lr: 1.000e-04, eta: 3 days, 21:25:46, time: 1.425, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2042, s0.loss_cls: 0.1693, s0.acc: 94.0093, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2150, s1.loss_cls: 0.0784, s1.acc: 94.4840, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1007, s2.loss_cls: 0.0394, s2.acc: 94.3142, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0476, loss: 1.1761 2022-05-12 19:14:12,077 - mmdet - INFO - Epoch [6][700/7330] lr: 1.000e-04, eta: 3 days, 21:24:18, time: 1.439, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.1916, s0.loss_cls: 0.1709, s0.acc: 93.8538, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2140, s1.loss_cls: 0.0795, s1.acc: 94.3326, s1.loss_bbox: 0.1074, s1.loss_mask: 0.0998, s2.loss_cls: 0.0398, s2.acc: 94.2334, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0467, loss: 1.1767 2022-05-12 19:15:23,588 - mmdet - INFO - Epoch [6][750/7330] lr: 1.000e-04, eta: 3 days, 21:22:47, time: 1.430, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2036, s0.loss_cls: 0.1699, s0.acc: 93.9712, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2145, s1.loss_cls: 0.0779, s1.acc: 94.4343, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1005, s2.loss_cls: 0.0390, s2.acc: 94.3314, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0474, loss: 1.1810 2022-05-12 19:16:34,813 - mmdet - INFO - Epoch [6][800/7330] lr: 1.000e-04, eta: 3 days, 21:21:15, time: 1.425, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.2006, s0.loss_cls: 0.1658, s0.acc: 93.9976, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2113, s1.loss_cls: 0.0769, s1.acc: 94.4433, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0983, s2.loss_cls: 0.0383, s2.acc: 94.3504, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0460, loss: 1.1606 2022-05-12 19:17:46,408 - mmdet - INFO - Epoch [6][850/7330] lr: 1.000e-04, eta: 3 days, 21:19:45, time: 1.432, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.2007, s0.loss_cls: 0.1581, s0.acc: 94.3667, s0.loss_bbox: 0.0934, s0.loss_mask: 0.2085, s1.loss_cls: 0.0732, s1.acc: 94.8350, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0982, s2.loss_cls: 0.0365, s2.acc: 94.8477, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0458, loss: 1.1283 2022-05-12 19:18:58,005 - mmdet - INFO - Epoch [6][900/7330] lr: 1.000e-04, eta: 3 days, 21:18:15, time: 1.432, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1994, s0.loss_cls: 0.1496, s0.acc: 94.7471, s0.loss_bbox: 0.0907, s0.loss_mask: 0.2072, s1.loss_cls: 0.0688, s1.acc: 95.1503, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0973, s2.loss_cls: 0.0346, s2.acc: 94.9839, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0454, loss: 1.0980 2022-05-12 19:20:09,732 - mmdet - INFO - Epoch [6][950/7330] lr: 1.000e-04, eta: 3 days, 21:16:46, time: 1.435, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.2039, s0.loss_cls: 0.1542, s0.acc: 94.4060, s0.loss_bbox: 0.0946, s0.loss_mask: 0.2168, s1.loss_cls: 0.0715, s1.acc: 94.7988, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1007, s2.loss_cls: 0.0359, s2.acc: 94.7102, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0470, loss: 1.1400 2022-05-12 19:21:21,941 - mmdet - INFO - Epoch [6][1000/7330] lr: 1.000e-04, eta: 3 days, 21:15:20, time: 1.444, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.2020, s0.loss_cls: 0.1665, s0.acc: 94.1528, s0.loss_bbox: 0.0962, s0.loss_mask: 0.2087, s1.loss_cls: 0.0770, s1.acc: 94.6141, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0976, s2.loss_cls: 0.0387, s2.acc: 94.4394, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0460, loss: 1.1573 2022-05-12 19:22:34,019 - mmdet - INFO - Epoch [6][1050/7330] lr: 1.000e-04, eta: 3 days, 21:13:53, time: 1.442, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1995, s0.loss_cls: 0.1483, s0.acc: 94.6233, s0.loss_bbox: 0.0903, s0.loss_mask: 0.2087, s1.loss_cls: 0.0680, s1.acc: 95.1070, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0978, s2.loss_cls: 0.0348, s2.acc: 94.7723, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0458, loss: 1.1022 2022-05-12 19:23:45,709 - mmdet - INFO - Epoch [6][1100/7330] lr: 1.000e-04, eta: 3 days, 21:12:24, time: 1.434, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.2056, s0.loss_cls: 0.1640, s0.acc: 94.2097, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2103, s1.loss_cls: 0.0748, s1.acc: 94.7090, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0971, s2.loss_cls: 0.0375, s2.acc: 94.5506, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0457, loss: 1.1572 2022-05-12 19:24:57,015 - mmdet - INFO - Epoch [6][1150/7330] lr: 1.000e-04, eta: 3 days, 21:10:52, time: 1.426, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.2012, s0.loss_cls: 0.1675, s0.acc: 94.0090, s0.loss_bbox: 0.1027, s0.loss_mask: 0.2167, s1.loss_cls: 0.0775, s1.acc: 94.5181, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1012, s2.loss_cls: 0.0393, s2.acc: 94.3428, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0472, loss: 1.1846 2022-05-12 19:26:08,598 - mmdet - INFO - Epoch [6][1200/7330] lr: 1.000e-04, eta: 3 days, 21:09:22, time: 1.431, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1973, s0.loss_cls: 0.1759, s0.acc: 93.7720, s0.loss_bbox: 0.1065, s0.loss_mask: 0.2170, s1.loss_cls: 0.0816, s1.acc: 94.2396, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1012, s2.loss_cls: 0.0409, s2.acc: 94.1430, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0472, loss: 1.1987 2022-05-12 19:27:20,546 - mmdet - INFO - Epoch [6][1250/7330] lr: 1.000e-04, eta: 3 days, 21:07:55, time: 1.439, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1955, s0.loss_cls: 0.1525, s0.acc: 94.4558, s0.loss_bbox: 0.0925, s0.loss_mask: 0.2063, s1.loss_cls: 0.0707, s1.acc: 94.8538, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0969, s2.loss_cls: 0.0364, s2.acc: 94.6864, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0455, loss: 1.1091 2022-05-12 19:28:32,979 - mmdet - INFO - Epoch [6][1300/7330] lr: 1.000e-04, eta: 3 days, 21:06:30, time: 1.449, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1928, s0.loss_cls: 0.1613, s0.acc: 94.2029, s0.loss_bbox: 0.0974, s0.loss_mask: 0.2121, s1.loss_cls: 0.0753, s1.acc: 94.5644, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0997, s2.loss_cls: 0.0378, s2.acc: 94.4591, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0468, loss: 1.1423 2022-05-12 19:29:45,373 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 19:29:45,374 - mmdet - INFO - Epoch [6][1350/7330] lr: 1.000e-04, eta: 3 days, 21:05:05, time: 1.448, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.1892, s0.loss_cls: 0.1706, s0.acc: 93.8337, s0.loss_bbox: 0.1030, s0.loss_mask: 0.2155, s1.loss_cls: 0.0792, s1.acc: 94.2316, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1005, s2.loss_cls: 0.0397, s2.acc: 94.0921, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0471, loss: 1.1754 2022-05-12 19:30:57,274 - mmdet - INFO - Epoch [6][1400/7330] lr: 1.000e-04, eta: 3 days, 21:03:38, time: 1.438, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.1960, s0.loss_cls: 0.1660, s0.acc: 94.0798, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2110, s1.loss_cls: 0.0774, s1.acc: 94.5084, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0991, s2.loss_cls: 0.0390, s2.acc: 94.3329, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0468, loss: 1.1564 2022-05-12 19:32:09,466 - mmdet - INFO - Epoch [6][1450/7330] lr: 1.000e-04, eta: 3 days, 21:02:12, time: 1.444, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2003, s0.loss_cls: 0.1694, s0.acc: 94.0298, s0.loss_bbox: 0.1029, s0.loss_mask: 0.2152, s1.loss_cls: 0.0786, s1.acc: 94.5024, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1001, s2.loss_cls: 0.0397, s2.acc: 94.3391, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0469, loss: 1.1798 2022-05-12 19:33:22,015 - mmdet - INFO - Epoch [6][1500/7330] lr: 1.000e-04, eta: 3 days, 21:00:48, time: 1.451, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.2065, s0.loss_cls: 0.1685, s0.acc: 94.1350, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2114, s1.loss_cls: 0.0793, s1.acc: 94.5069, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0984, s2.loss_cls: 0.0400, s2.acc: 94.3255, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0464, loss: 1.1671 2022-05-12 19:34:34,980 - mmdet - INFO - Epoch [6][1550/7330] lr: 1.000e-04, eta: 3 days, 20:59:27, time: 1.460, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2007, s0.loss_cls: 0.1730, s0.acc: 93.8323, s0.loss_bbox: 0.1032, s0.loss_mask: 0.2177, s1.loss_cls: 0.0809, s1.acc: 94.2119, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1022, s2.loss_cls: 0.0407, s2.acc: 94.0874, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0478, loss: 1.1958 2022-05-12 19:35:46,986 - mmdet - INFO - Epoch [6][1600/7330] lr: 1.000e-04, eta: 3 days, 20:58:00, time: 1.440, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.1998, s0.loss_cls: 0.1738, s0.acc: 93.7112, s0.loss_bbox: 0.1038, s0.loss_mask: 0.2164, s1.loss_cls: 0.0806, s1.acc: 94.1662, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1007, s2.loss_cls: 0.0400, s2.acc: 94.1341, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0468, loss: 1.1941 2022-05-12 19:36:59,023 - mmdet - INFO - Epoch [6][1650/7330] lr: 1.000e-04, eta: 3 days, 20:56:33, time: 1.441, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1954, s0.loss_cls: 0.1614, s0.acc: 94.2402, s0.loss_bbox: 0.0974, s0.loss_mask: 0.2120, s1.loss_cls: 0.0755, s1.acc: 94.6419, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0996, s2.loss_cls: 0.0379, s2.acc: 94.4734, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0466, loss: 1.1463 2022-05-12 19:38:11,249 - mmdet - INFO - Epoch [6][1700/7330] lr: 1.000e-04, eta: 3 days, 20:55:07, time: 1.445, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.2049, s0.loss_cls: 0.1629, s0.acc: 94.2966, s0.loss_bbox: 0.0968, s0.loss_mask: 0.2062, s1.loss_cls: 0.0761, s1.acc: 94.6957, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0964, s2.loss_cls: 0.0383, s2.acc: 94.5623, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0453, loss: 1.1451 2022-05-12 19:39:22,935 - mmdet - INFO - Epoch [6][1750/7330] lr: 1.000e-04, eta: 3 days, 20:53:39, time: 1.434, data_time: 0.013, memory: 64750, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2018, s0.loss_cls: 0.1619, s0.acc: 94.1074, s0.loss_bbox: 0.1004, s0.loss_mask: 0.2137, s1.loss_cls: 0.0749, s1.acc: 94.5760, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1003, s2.loss_cls: 0.0379, s2.acc: 94.3844, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0470, loss: 1.1666 2022-05-12 19:40:34,962 - mmdet - INFO - Epoch [6][1800/7330] lr: 1.000e-04, eta: 3 days, 20:52:12, time: 1.441, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.1962, s0.loss_cls: 0.1643, s0.acc: 94.1777, s0.loss_bbox: 0.0999, s0.loss_mask: 0.2161, s1.loss_cls: 0.0769, s1.acc: 94.6521, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1009, s2.loss_cls: 0.0393, s2.acc: 94.3900, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0470, loss: 1.1675 2022-05-12 19:41:47,837 - mmdet - INFO - Epoch [6][1850/7330] lr: 1.000e-04, eta: 3 days, 20:50:50, time: 1.458, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.2053, s0.loss_cls: 0.1505, s0.acc: 94.4617, s0.loss_bbox: 0.0961, s0.loss_mask: 0.2115, s1.loss_cls: 0.0698, s1.acc: 94.9055, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0991, s2.loss_cls: 0.0357, s2.acc: 94.6447, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0468, loss: 1.1319 2022-05-12 19:43:00,049 - mmdet - INFO - Epoch [6][1900/7330] lr: 1.000e-04, eta: 3 days, 20:49:25, time: 1.444, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.2005, s0.loss_cls: 0.1651, s0.acc: 94.1667, s0.loss_bbox: 0.1006, s0.loss_mask: 0.2186, s1.loss_cls: 0.0756, s1.acc: 94.7185, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1026, s2.loss_cls: 0.0376, s2.acc: 94.6077, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0481, loss: 1.1731 2022-05-12 19:44:11,745 - mmdet - INFO - Epoch [6][1950/7330] lr: 1.000e-04, eta: 3 days, 20:47:56, time: 1.434, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.2049, s0.loss_cls: 0.1595, s0.acc: 94.3301, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2218, s1.loss_cls: 0.0734, s1.acc: 94.7605, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1040, s2.loss_cls: 0.0374, s2.acc: 94.6278, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0488, loss: 1.1665 2022-05-12 19:45:24,176 - mmdet - INFO - Epoch [6][2000/7330] lr: 1.000e-04, eta: 3 days, 20:46:32, time: 1.449, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.1975, s0.loss_cls: 0.1496, s0.acc: 94.6753, s0.loss_bbox: 0.0920, s0.loss_mask: 0.2101, s1.loss_cls: 0.0698, s1.acc: 95.0104, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0980, s2.loss_cls: 0.0349, s2.acc: 94.8943, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0459, loss: 1.1129 2022-05-12 19:46:36,223 - mmdet - INFO - Epoch [6][2050/7330] lr: 1.000e-04, eta: 3 days, 20:45:06, time: 1.441, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.1964, s0.loss_cls: 0.1631, s0.acc: 94.1401, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2143, s1.loss_cls: 0.0748, s1.acc: 94.6364, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1003, s2.loss_cls: 0.0370, s2.acc: 94.4941, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0475, loss: 1.1531 2022-05-12 19:47:49,674 - mmdet - INFO - Epoch [6][2100/7330] lr: 1.000e-04, eta: 3 days, 20:43:47, time: 1.467, data_time: 0.022, memory: 64750, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.2097, s0.loss_cls: 0.1622, s0.acc: 94.2039, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2120, s1.loss_cls: 0.0741, s1.acc: 94.7619, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0995, s2.loss_cls: 0.0378, s2.acc: 94.6465, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0465, loss: 1.1626 2022-05-12 19:49:01,727 - mmdet - INFO - Epoch [6][2150/7330] lr: 1.000e-04, eta: 3 days, 20:42:22, time: 1.443, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1963, s0.loss_cls: 0.1579, s0.acc: 94.2166, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2105, s1.loss_cls: 0.0743, s1.acc: 94.6188, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0983, s2.loss_cls: 0.0367, s2.acc: 94.4964, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0459, loss: 1.1332 2022-05-12 19:50:14,869 - mmdet - INFO - Epoch [6][2200/7330] lr: 1.000e-04, eta: 3 days, 20:41:01, time: 1.462, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1967, s0.loss_cls: 0.1592, s0.acc: 94.2522, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2097, s1.loss_cls: 0.0736, s1.acc: 94.7447, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0983, s2.loss_cls: 0.0367, s2.acc: 94.6452, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0461, loss: 1.1376 2022-05-12 19:51:27,496 - mmdet - INFO - Epoch [6][2250/7330] lr: 1.000e-04, eta: 3 days, 20:39:39, time: 1.453, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2107, s0.loss_cls: 0.1740, s0.acc: 93.8809, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2171, s1.loss_cls: 0.0799, s1.acc: 94.4027, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1013, s2.loss_cls: 0.0407, s2.acc: 94.2899, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0476, loss: 1.1973 2022-05-12 19:52:40,265 - mmdet - INFO - Epoch [6][2300/7330] lr: 1.000e-04, eta: 3 days, 20:38:17, time: 1.455, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2064, s0.loss_cls: 0.1669, s0.acc: 94.0771, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2125, s1.loss_cls: 0.0776, s1.acc: 94.5239, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1014, s2.loss_cls: 0.0392, s2.acc: 94.3366, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0472, loss: 1.1790 2022-05-12 19:53:52,891 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 19:53:52,893 - mmdet - INFO - Epoch [6][2350/7330] lr: 1.000e-04, eta: 3 days, 20:36:54, time: 1.453, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1983, s0.loss_cls: 0.1676, s0.acc: 93.9958, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2132, s1.loss_cls: 0.0780, s1.acc: 94.4412, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1000, s2.loss_cls: 0.0395, s2.acc: 94.3264, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0468, loss: 1.1694 2022-05-12 19:55:06,290 - mmdet - INFO - Epoch [6][2400/7330] lr: 1.000e-04, eta: 3 days, 20:35:36, time: 1.468, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.2022, s0.loss_cls: 0.1738, s0.acc: 93.8662, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2117, s1.loss_cls: 0.0800, s1.acc: 94.3469, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0986, s2.loss_cls: 0.0397, s2.acc: 94.3025, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0457, loss: 1.1823 2022-05-12 19:56:18,878 - mmdet - INFO - Epoch [6][2450/7330] lr: 1.000e-04, eta: 3 days, 20:34:13, time: 1.452, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.2075, s0.loss_cls: 0.1659, s0.acc: 94.0193, s0.loss_bbox: 0.1015, s0.loss_mask: 0.2120, s1.loss_cls: 0.0767, s1.acc: 94.4772, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0990, s2.loss_cls: 0.0384, s2.acc: 94.4396, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0463, loss: 1.1746 2022-05-12 19:57:31,568 - mmdet - INFO - Epoch [6][2500/7330] lr: 1.000e-04, eta: 3 days, 20:32:50, time: 1.454, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1967, s0.loss_cls: 0.1653, s0.acc: 94.1040, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2084, s1.loss_cls: 0.0754, s1.acc: 94.5955, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0971, s2.loss_cls: 0.0384, s2.acc: 94.3982, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0456, loss: 1.1546 2022-05-12 19:58:44,682 - mmdet - INFO - Epoch [6][2550/7330] lr: 1.000e-04, eta: 3 days, 20:31:30, time: 1.462, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1978, s0.loss_cls: 0.1644, s0.acc: 94.1655, s0.loss_bbox: 0.0959, s0.loss_mask: 0.2085, s1.loss_cls: 0.0750, s1.acc: 94.6341, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0980, s2.loss_cls: 0.0377, s2.acc: 94.4965, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0457, loss: 1.1409 2022-05-12 19:59:57,637 - mmdet - INFO - Epoch [6][2600/7330] lr: 1.000e-04, eta: 3 days, 20:30:09, time: 1.460, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2037, s0.loss_cls: 0.1749, s0.acc: 93.7773, s0.loss_bbox: 0.1045, s0.loss_mask: 0.2103, s1.loss_cls: 0.0823, s1.acc: 94.1209, s1.loss_bbox: 0.1095, s1.loss_mask: 0.0979, s2.loss_cls: 0.0411, s2.acc: 93.9918, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0459, loss: 1.1961 2022-05-12 20:01:09,850 - mmdet - INFO - Epoch [6][2650/7330] lr: 1.000e-04, eta: 3 days, 20:28:44, time: 1.444, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1986, s0.loss_cls: 0.1686, s0.acc: 93.9827, s0.loss_bbox: 0.1008, s0.loss_mask: 0.2254, s1.loss_cls: 0.0796, s1.acc: 94.3561, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1053, s2.loss_cls: 0.0399, s2.acc: 94.2888, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0494, loss: 1.1903 2022-05-12 20:02:23,441 - mmdet - INFO - Epoch [6][2700/7330] lr: 1.000e-04, eta: 3 days, 20:27:27, time: 1.471, data_time: 0.024, memory: 64750, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2000, s0.loss_cls: 0.1724, s0.acc: 93.8777, s0.loss_bbox: 0.1035, s0.loss_mask: 0.2177, s1.loss_cls: 0.0800, s1.acc: 94.3018, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1015, s2.loss_cls: 0.0407, s2.acc: 94.1145, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0471, loss: 1.1935 2022-05-12 20:03:36,610 - mmdet - INFO - Epoch [6][2750/7330] lr: 1.000e-04, eta: 3 days, 20:26:08, time: 1.464, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.2106, s0.loss_cls: 0.1778, s0.acc: 93.6895, s0.loss_bbox: 0.1061, s0.loss_mask: 0.2126, s1.loss_cls: 0.0836, s1.acc: 94.0958, s1.loss_bbox: 0.1084, s1.loss_mask: 0.0990, s2.loss_cls: 0.0414, s2.acc: 94.0138, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0463, loss: 1.2110 2022-05-12 20:04:49,708 - mmdet - INFO - Epoch [6][2800/7330] lr: 1.000e-04, eta: 3 days, 20:24:48, time: 1.462, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1997, s0.loss_cls: 0.1660, s0.acc: 94.0862, s0.loss_bbox: 0.0988, s0.loss_mask: 0.2122, s1.loss_cls: 0.0779, s1.acc: 94.4382, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0990, s2.loss_cls: 0.0389, s2.acc: 94.3118, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0463, loss: 1.1578 2022-05-12 20:06:02,711 - mmdet - INFO - Epoch [6][2850/7330] lr: 1.000e-04, eta: 3 days, 20:23:27, time: 1.460, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.2009, s0.loss_cls: 0.1769, s0.acc: 93.7195, s0.loss_bbox: 0.1025, s0.loss_mask: 0.2140, s1.loss_cls: 0.0839, s1.acc: 94.1018, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0996, s2.loss_cls: 0.0414, s2.acc: 94.0102, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0468, loss: 1.1951 2022-05-12 20:07:15,710 - mmdet - INFO - Epoch [6][2900/7330] lr: 1.000e-04, eta: 3 days, 20:22:07, time: 1.460, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.2100, s0.loss_cls: 0.1653, s0.acc: 94.1421, s0.loss_bbox: 0.0994, s0.loss_mask: 0.2115, s1.loss_cls: 0.0767, s1.acc: 94.5115, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0985, s2.loss_cls: 0.0381, s2.acc: 94.3064, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0459, loss: 1.1643 2022-05-12 20:08:28,099 - mmdet - INFO - Epoch [6][2950/7330] lr: 1.000e-04, eta: 3 days, 20:20:43, time: 1.447, data_time: 0.013, memory: 64750, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2092, s0.loss_cls: 0.1735, s0.acc: 93.7778, s0.loss_bbox: 0.1054, s0.loss_mask: 0.2172, s1.loss_cls: 0.0806, s1.acc: 94.2280, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1012, s2.loss_cls: 0.0400, s2.acc: 94.1676, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0475, loss: 1.2072 2022-05-12 20:09:41,234 - mmdet - INFO - Epoch [6][3000/7330] lr: 1.000e-04, eta: 3 days, 20:19:23, time: 1.463, data_time: 0.021, memory: 64750, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0339, loss_semantic_seg: 0.2001, s0.loss_cls: 0.1821, s0.acc: 93.6206, s0.loss_bbox: 0.1046, s0.loss_mask: 0.2197, s1.loss_cls: 0.0861, s1.acc: 93.9707, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1033, s2.loss_cls: 0.0437, s2.acc: 93.7673, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0486, loss: 1.2269 2022-05-12 20:10:53,288 - mmdet - INFO - Epoch [6][3050/7330] lr: 1.000e-04, eta: 3 days, 20:17:57, time: 1.440, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2076, s0.loss_cls: 0.1751, s0.acc: 93.7402, s0.loss_bbox: 0.1048, s0.loss_mask: 0.2134, s1.loss_cls: 0.0818, s1.acc: 94.1084, s1.loss_bbox: 0.1082, s1.loss_mask: 0.0997, s2.loss_cls: 0.0413, s2.acc: 93.8811, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0469, loss: 1.2050 2022-05-12 20:12:06,500 - mmdet - INFO - Epoch [6][3100/7330] lr: 1.000e-04, eta: 3 days, 20:16:38, time: 1.465, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.2084, s0.loss_cls: 0.1751, s0.acc: 93.7898, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2131, s1.loss_cls: 0.0827, s1.acc: 94.2821, s1.loss_bbox: 0.1094, s1.loss_mask: 0.0988, s2.loss_cls: 0.0419, s2.acc: 94.1393, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0462, loss: 1.2061 2022-05-12 20:13:20,455 - mmdet - INFO - Epoch [6][3150/7330] lr: 1.000e-04, eta: 3 days, 20:15:23, time: 1.479, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2167, s0.loss_cls: 0.1820, s0.acc: 93.5913, s0.loss_bbox: 0.1054, s0.loss_mask: 0.2214, s1.loss_cls: 0.0849, s1.acc: 93.9787, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1037, s2.loss_cls: 0.0429, s2.acc: 93.9257, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0488, loss: 1.2423 2022-05-12 20:14:34,300 - mmdet - INFO - Epoch [6][3200/7330] lr: 1.000e-04, eta: 3 days, 20:14:08, time: 1.477, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2007, s0.loss_cls: 0.1779, s0.acc: 93.5969, s0.loss_bbox: 0.1073, s0.loss_mask: 0.2226, s1.loss_cls: 0.0839, s1.acc: 93.9570, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1041, s2.loss_cls: 0.0420, s2.acc: 93.8296, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0484, loss: 1.2273 2022-05-12 20:15:47,009 - mmdet - INFO - Epoch [6][3250/7330] lr: 1.000e-04, eta: 3 days, 20:12:46, time: 1.454, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.2119, s0.loss_cls: 0.1842, s0.acc: 93.4495, s0.loss_bbox: 0.1041, s0.loss_mask: 0.2139, s1.loss_cls: 0.0875, s1.acc: 93.8116, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1009, s2.loss_cls: 0.0443, s2.acc: 93.6178, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0477, loss: 1.2256 2022-05-12 20:16:59,527 - mmdet - INFO - Epoch [6][3300/7330] lr: 1.000e-04, eta: 3 days, 20:11:23, time: 1.450, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.2070, s0.loss_cls: 0.1683, s0.acc: 94.0798, s0.loss_bbox: 0.1004, s0.loss_mask: 0.2143, s1.loss_cls: 0.0787, s1.acc: 94.4975, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0994, s2.loss_cls: 0.0396, s2.acc: 94.3849, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0469, loss: 1.1785 2022-05-12 20:18:12,441 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 20:18:12,443 - mmdet - INFO - Epoch [6][3350/7330] lr: 1.000e-04, eta: 3 days, 20:10:02, time: 1.458, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.2011, s0.loss_cls: 0.1759, s0.acc: 93.9080, s0.loss_bbox: 0.1034, s0.loss_mask: 0.2152, s1.loss_cls: 0.0826, s1.acc: 94.2907, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1010, s2.loss_cls: 0.0418, s2.acc: 94.0844, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0474, loss: 1.2017 2022-05-12 20:19:24,885 - mmdet - INFO - Epoch [6][3400/7330] lr: 1.000e-04, eta: 3 days, 20:08:39, time: 1.449, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0336, loss_semantic_seg: 0.2029, s0.loss_cls: 0.1624, s0.acc: 94.1550, s0.loss_bbox: 0.0980, s0.loss_mask: 0.2159, s1.loss_cls: 0.0756, s1.acc: 94.6012, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1005, s2.loss_cls: 0.0382, s2.acc: 94.4122, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0470, loss: 1.1674 2022-05-12 20:20:37,120 - mmdet - INFO - Epoch [6][3450/7330] lr: 1.000e-04, eta: 3 days, 20:07:14, time: 1.445, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0348, loss_semantic_seg: 0.1961, s0.loss_cls: 0.1640, s0.acc: 94.0603, s0.loss_bbox: 0.0987, s0.loss_mask: 0.2097, s1.loss_cls: 0.0758, s1.acc: 94.4994, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0984, s2.loss_cls: 0.0377, s2.acc: 94.4423, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0463, loss: 1.1513 2022-05-12 20:21:48,421 - mmdet - INFO - Epoch [6][3500/7330] lr: 1.000e-04, eta: 3 days, 20:05:44, time: 1.426, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1979, s0.loss_cls: 0.1670, s0.acc: 94.0566, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2108, s1.loss_cls: 0.0777, s1.acc: 94.5333, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0983, s2.loss_cls: 0.0400, s2.acc: 94.2231, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0460, loss: 1.1609 2022-05-12 20:23:01,075 - mmdet - INFO - Epoch [6][3550/7330] lr: 1.000e-04, eta: 3 days, 20:04:22, time: 1.453, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1940, s0.loss_cls: 0.1617, s0.acc: 94.1895, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2076, s1.loss_cls: 0.0758, s1.acc: 94.4965, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0973, s2.loss_cls: 0.0388, s2.acc: 94.2424, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0454, loss: 1.1429 2022-05-12 20:24:13,588 - mmdet - INFO - Epoch [6][3600/7330] lr: 1.000e-04, eta: 3 days, 20:02:59, time: 1.450, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.2074, s0.loss_cls: 0.1749, s0.acc: 93.8223, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2196, s1.loss_cls: 0.0825, s1.acc: 94.1169, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1019, s2.loss_cls: 0.0413, s2.acc: 94.0431, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0478, loss: 1.2035 2022-05-12 20:25:27,385 - mmdet - INFO - Epoch [6][3650/7330] lr: 1.000e-04, eta: 3 days, 20:01:44, time: 1.476, data_time: 0.013, memory: 64750, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2050, s0.loss_cls: 0.1742, s0.acc: 93.8091, s0.loss_bbox: 0.0980, s0.loss_mask: 0.2135, s1.loss_cls: 0.0806, s1.acc: 94.1645, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0994, s2.loss_cls: 0.0403, s2.acc: 94.0663, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0463, loss: 1.1833 2022-05-12 20:26:41,523 - mmdet - INFO - Epoch [6][3700/7330] lr: 1.000e-04, eta: 3 days, 20:00:30, time: 1.483, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.1990, s0.loss_cls: 0.1724, s0.acc: 93.7815, s0.loss_bbox: 0.1041, s0.loss_mask: 0.2145, s1.loss_cls: 0.0808, s1.acc: 94.1775, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0996, s2.loss_cls: 0.0406, s2.acc: 94.0035, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0467, loss: 1.1875 2022-05-12 20:27:54,155 - mmdet - INFO - Epoch [6][3750/7330] lr: 1.000e-04, eta: 3 days, 19:59:07, time: 1.451, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2063, s0.loss_cls: 0.1767, s0.acc: 93.7307, s0.loss_bbox: 0.1019, s0.loss_mask: 0.2155, s1.loss_cls: 0.0831, s1.acc: 94.1546, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1008, s2.loss_cls: 0.0420, s2.acc: 93.8836, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0470, loss: 1.2020 2022-05-12 20:29:07,259 - mmdet - INFO - Epoch [6][3800/7330] lr: 1.000e-04, eta: 3 days, 19:57:48, time: 1.464, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1949, s0.loss_cls: 0.1745, s0.acc: 93.7083, s0.loss_bbox: 0.1027, s0.loss_mask: 0.2069, s1.loss_cls: 0.0811, s1.acc: 94.1994, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0969, s2.loss_cls: 0.0408, s2.acc: 94.0461, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0450, loss: 1.1674 2022-05-12 20:30:20,206 - mmdet - INFO - Epoch [6][3850/7330] lr: 1.000e-04, eta: 3 days, 19:56:28, time: 1.459, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.2059, s0.loss_cls: 0.1649, s0.acc: 94.1494, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2171, s1.loss_cls: 0.0771, s1.acc: 94.5680, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1020, s2.loss_cls: 0.0381, s2.acc: 94.5561, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0480, loss: 1.1727 2022-05-12 20:31:32,831 - mmdet - INFO - Epoch [6][3900/7330] lr: 1.000e-04, eta: 3 days, 19:55:06, time: 1.452, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.1977, s0.loss_cls: 0.1701, s0.acc: 93.9282, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2240, s1.loss_cls: 0.0805, s1.acc: 94.3256, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1052, s2.loss_cls: 0.0404, s2.acc: 94.2094, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0497, loss: 1.2015 2022-05-12 20:32:44,778 - mmdet - INFO - Epoch [6][3950/7330] lr: 1.000e-04, eta: 3 days, 19:53:40, time: 1.439, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.2014, s0.loss_cls: 0.1644, s0.acc: 94.1182, s0.loss_bbox: 0.0980, s0.loss_mask: 0.2149, s1.loss_cls: 0.0778, s1.acc: 94.4546, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1003, s2.loss_cls: 0.0392, s2.acc: 94.2939, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0469, loss: 1.1595 2022-05-12 20:33:56,400 - mmdet - INFO - Epoch [6][4000/7330] lr: 1.000e-04, eta: 3 days, 19:52:12, time: 1.432, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.2042, s0.loss_cls: 0.1709, s0.acc: 93.9565, s0.loss_bbox: 0.1032, s0.loss_mask: 0.2091, s1.loss_cls: 0.0786, s1.acc: 94.4447, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0976, s2.loss_cls: 0.0396, s2.acc: 94.2477, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0456, loss: 1.1767 2022-05-12 20:35:08,131 - mmdet - INFO - Epoch [6][4050/7330] lr: 1.000e-04, eta: 3 days, 19:50:45, time: 1.434, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1973, s0.loss_cls: 0.1806, s0.acc: 93.5090, s0.loss_bbox: 0.1075, s0.loss_mask: 0.2122, s1.loss_cls: 0.0841, s1.acc: 93.9906, s1.loss_bbox: 0.1112, s1.loss_mask: 0.0989, s2.loss_cls: 0.0417, s2.acc: 93.9525, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0463, loss: 1.2060 2022-05-12 20:36:20,484 - mmdet - INFO - Epoch [6][4100/7330] lr: 1.000e-04, eta: 3 days, 19:49:22, time: 1.448, data_time: 0.023, memory: 64750, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.2060, s0.loss_cls: 0.1812, s0.acc: 93.6211, s0.loss_bbox: 0.1040, s0.loss_mask: 0.2119, s1.loss_cls: 0.0839, s1.acc: 94.0625, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0983, s2.loss_cls: 0.0416, s2.acc: 93.9904, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0463, loss: 1.2075 2022-05-12 20:37:32,957 - mmdet - INFO - Epoch [6][4150/7330] lr: 1.000e-04, eta: 3 days, 19:47:59, time: 1.449, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.1951, s0.loss_cls: 0.1797, s0.acc: 93.5803, s0.loss_bbox: 0.1060, s0.loss_mask: 0.2200, s1.loss_cls: 0.0833, s1.acc: 94.0539, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1026, s2.loss_cls: 0.0420, s2.acc: 93.8055, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0480, loss: 1.2120 2022-05-12 20:38:45,306 - mmdet - INFO - Epoch [6][4200/7330] lr: 1.000e-04, eta: 3 days, 19:46:35, time: 1.447, data_time: 0.024, memory: 64750, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.1877, s0.loss_cls: 0.1759, s0.acc: 93.7803, s0.loss_bbox: 0.1043, s0.loss_mask: 0.2193, s1.loss_cls: 0.0808, s1.acc: 94.2875, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1026, s2.loss_cls: 0.0405, s2.acc: 94.1996, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0479, loss: 1.1919 2022-05-12 20:39:56,519 - mmdet - INFO - Epoch [6][4250/7330] lr: 1.000e-04, eta: 3 days, 19:45:06, time: 1.424, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2085, s0.loss_cls: 0.1847, s0.acc: 93.5171, s0.loss_bbox: 0.1048, s0.loss_mask: 0.2189, s1.loss_cls: 0.0858, s1.acc: 93.9940, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1018, s2.loss_cls: 0.0429, s2.acc: 93.8136, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0479, loss: 1.2317 2022-05-12 20:41:08,772 - mmdet - INFO - Epoch [6][4300/7330] lr: 1.000e-04, eta: 3 days, 19:43:42, time: 1.445, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.1996, s0.loss_cls: 0.1623, s0.acc: 94.1248, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2125, s1.loss_cls: 0.0756, s1.acc: 94.5983, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1001, s2.loss_cls: 0.0380, s2.acc: 94.4719, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0476, loss: 1.1595 2022-05-12 20:42:21,047 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 20:42:21,048 - mmdet - INFO - Epoch [6][4350/7330] lr: 1.000e-04, eta: 3 days, 19:42:18, time: 1.445, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2047, s0.loss_cls: 0.1793, s0.acc: 93.6479, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2123, s1.loss_cls: 0.0832, s1.acc: 94.0889, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0991, s2.loss_cls: 0.0418, s2.acc: 93.9569, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0462, loss: 1.1996 2022-05-12 20:43:33,017 - mmdet - INFO - Epoch [6][4400/7330] lr: 1.000e-04, eta: 3 days, 19:40:53, time: 1.440, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.2104, s0.loss_cls: 0.1797, s0.acc: 93.5662, s0.loss_bbox: 0.1071, s0.loss_mask: 0.2161, s1.loss_cls: 0.0828, s1.acc: 94.0215, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1014, s2.loss_cls: 0.0417, s2.acc: 93.8340, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0473, loss: 1.2220 2022-05-12 20:44:45,651 - mmdet - INFO - Epoch [6][4450/7330] lr: 1.000e-04, eta: 3 days, 19:39:31, time: 1.452, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.2017, s0.loss_cls: 0.1782, s0.acc: 93.5764, s0.loss_bbox: 0.1026, s0.loss_mask: 0.2146, s1.loss_cls: 0.0837, s1.acc: 93.8654, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1002, s2.loss_cls: 0.0416, s2.acc: 93.8086, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0468, loss: 1.2006 2022-05-12 20:45:58,662 - mmdet - INFO - Epoch [6][4500/7330] lr: 1.000e-04, eta: 3 days, 19:38:11, time: 1.460, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2005, s0.loss_cls: 0.1750, s0.acc: 93.8086, s0.loss_bbox: 0.1025, s0.loss_mask: 0.2116, s1.loss_cls: 0.0802, s1.acc: 94.3070, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0990, s2.loss_cls: 0.0403, s2.acc: 94.1381, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0465, loss: 1.1867 2022-05-12 20:47:11,827 - mmdet - INFO - Epoch [6][4550/7330] lr: 1.000e-04, eta: 3 days, 19:36:52, time: 1.464, data_time: 0.023, memory: 64750, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2017, s0.loss_cls: 0.1617, s0.acc: 94.1392, s0.loss_bbox: 0.0982, s0.loss_mask: 0.2106, s1.loss_cls: 0.0752, s1.acc: 94.5723, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0994, s2.loss_cls: 0.0385, s2.acc: 94.2855, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0467, loss: 1.1563 2022-05-12 20:48:23,692 - mmdet - INFO - Epoch [6][4600/7330] lr: 1.000e-04, eta: 3 days, 19:35:26, time: 1.438, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2067, s0.loss_cls: 0.1733, s0.acc: 93.8828, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2175, s1.loss_cls: 0.0821, s1.acc: 94.1964, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1006, s2.loss_cls: 0.0424, s2.acc: 93.8848, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0471, loss: 1.1931 2022-05-12 20:49:36,168 - mmdet - INFO - Epoch [6][4650/7330] lr: 1.000e-04, eta: 3 days, 19:34:04, time: 1.450, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.2100, s0.loss_cls: 0.1653, s0.acc: 94.3035, s0.loss_bbox: 0.0967, s0.loss_mask: 0.2074, s1.loss_cls: 0.0764, s1.acc: 94.7050, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0975, s2.loss_cls: 0.0385, s2.acc: 94.5576, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0460, loss: 1.1585 2022-05-12 20:50:47,776 - mmdet - INFO - Epoch [6][4700/7330] lr: 1.000e-04, eta: 3 days, 19:32:37, time: 1.432, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.2043, s0.loss_cls: 0.1786, s0.acc: 93.7029, s0.loss_bbox: 0.1034, s0.loss_mask: 0.2171, s1.loss_cls: 0.0833, s1.acc: 94.1581, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1017, s2.loss_cls: 0.0420, s2.acc: 93.9399, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0477, loss: 1.2116 2022-05-12 20:52:00,202 - mmdet - INFO - Epoch [6][4750/7330] lr: 1.000e-04, eta: 3 days, 19:31:14, time: 1.449, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1932, s0.loss_cls: 0.1709, s0.acc: 94.0083, s0.loss_bbox: 0.0982, s0.loss_mask: 0.2127, s1.loss_cls: 0.0799, s1.acc: 94.4149, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0997, s2.loss_cls: 0.0403, s2.acc: 94.2370, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0468, loss: 1.1633 2022-05-12 20:53:13,147 - mmdet - INFO - Epoch [6][4800/7330] lr: 1.000e-04, eta: 3 days, 19:29:54, time: 1.459, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2002, s0.loss_cls: 0.1772, s0.acc: 93.6440, s0.loss_bbox: 0.1045, s0.loss_mask: 0.2220, s1.loss_cls: 0.0826, s1.acc: 94.1184, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1042, s2.loss_cls: 0.0419, s2.acc: 93.8760, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0491, loss: 1.2183 2022-05-12 20:54:24,998 - mmdet - INFO - Epoch [6][4850/7330] lr: 1.000e-04, eta: 3 days, 19:28:28, time: 1.437, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1948, s0.loss_cls: 0.1686, s0.acc: 93.9705, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2166, s1.loss_cls: 0.0795, s1.acc: 94.3000, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1020, s2.loss_cls: 0.0403, s2.acc: 94.1404, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0474, loss: 1.1790 2022-05-12 20:55:37,755 - mmdet - INFO - Epoch [6][4900/7330] lr: 1.000e-04, eta: 3 days, 19:27:07, time: 1.455, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.1994, s0.loss_cls: 0.1802, s0.acc: 93.5276, s0.loss_bbox: 0.1075, s0.loss_mask: 0.2144, s1.loss_cls: 0.0848, s1.acc: 94.0146, s1.loss_bbox: 0.1135, s1.loss_mask: 0.0998, s2.loss_cls: 0.0424, s2.acc: 93.8268, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0467, loss: 1.2135 2022-05-12 20:56:51,197 - mmdet - INFO - Epoch [6][4950/7330] lr: 1.000e-04, eta: 3 days, 19:25:50, time: 1.469, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1997, s0.loss_cls: 0.1752, s0.acc: 93.8330, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2121, s1.loss_cls: 0.0820, s1.acc: 94.2012, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0985, s2.loss_cls: 0.0416, s2.acc: 93.9750, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0463, loss: 1.1868 2022-05-12 20:58:02,747 - mmdet - INFO - Epoch [6][5000/7330] lr: 1.000e-04, eta: 3 days, 19:24:23, time: 1.431, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.1985, s0.loss_cls: 0.1782, s0.acc: 93.7104, s0.loss_bbox: 0.1019, s0.loss_mask: 0.2073, s1.loss_cls: 0.0837, s1.acc: 94.0668, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0970, s2.loss_cls: 0.0422, s2.acc: 93.8250, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0455, loss: 1.1848 2022-05-12 20:59:15,951 - mmdet - INFO - Epoch [6][5050/7330] lr: 1.000e-04, eta: 3 days, 19:23:04, time: 1.464, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.1955, s0.loss_cls: 0.1777, s0.acc: 93.7026, s0.loss_bbox: 0.1033, s0.loss_mask: 0.2154, s1.loss_cls: 0.0820, s1.acc: 94.1682, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1006, s2.loss_cls: 0.0413, s2.acc: 94.0265, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0469, loss: 1.1978 2022-05-12 21:00:28,782 - mmdet - INFO - Epoch [6][5100/7330] lr: 1.000e-04, eta: 3 days, 19:21:44, time: 1.457, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.2061, s0.loss_cls: 0.1726, s0.acc: 93.8132, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2124, s1.loss_cls: 0.0812, s1.acc: 94.1104, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0986, s2.loss_cls: 0.0408, s2.acc: 93.9500, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0462, loss: 1.1826 2022-05-12 21:01:41,279 - mmdet - INFO - Epoch [6][5150/7330] lr: 1.000e-04, eta: 3 days, 19:20:21, time: 1.449, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2016, s0.loss_cls: 0.1707, s0.acc: 93.9475, s0.loss_bbox: 0.1004, s0.loss_mask: 0.2091, s1.loss_cls: 0.0788, s1.acc: 94.3263, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0972, s2.loss_cls: 0.0400, s2.acc: 94.0637, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0456, loss: 1.1689 2022-05-12 21:02:53,864 - mmdet - INFO - Epoch [6][5200/7330] lr: 1.000e-04, eta: 3 days, 19:19:00, time: 1.452, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1940, s0.loss_cls: 0.1706, s0.acc: 93.9021, s0.loss_bbox: 0.1016, s0.loss_mask: 0.2126, s1.loss_cls: 0.0797, s1.acc: 94.3939, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0998, s2.loss_cls: 0.0399, s2.acc: 94.2099, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0468, loss: 1.1710 2022-05-12 21:04:07,193 - mmdet - INFO - Epoch [6][5250/7330] lr: 1.000e-04, eta: 3 days, 19:17:42, time: 1.466, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1981, s0.loss_cls: 0.1753, s0.acc: 93.6411, s0.loss_bbox: 0.1077, s0.loss_mask: 0.2201, s1.loss_cls: 0.0826, s1.acc: 94.1048, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1031, s2.loss_cls: 0.0417, s2.acc: 93.8741, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0481, loss: 1.2122 2022-05-12 21:05:20,506 - mmdet - INFO - Epoch [6][5300/7330] lr: 1.000e-04, eta: 3 days, 19:16:24, time: 1.466, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.2008, s0.loss_cls: 0.1855, s0.acc: 93.4521, s0.loss_bbox: 0.1065, s0.loss_mask: 0.2119, s1.loss_cls: 0.0870, s1.acc: 93.8467, s1.loss_bbox: 0.1104, s1.loss_mask: 0.0993, s2.loss_cls: 0.0436, s2.acc: 93.6412, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0470, loss: 1.2170 2022-05-12 21:06:32,576 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 21:06:32,578 - mmdet - INFO - Epoch [6][5350/7330] lr: 1.000e-04, eta: 3 days, 19:15:00, time: 1.442, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2069, s0.loss_cls: 0.1809, s0.acc: 93.5732, s0.loss_bbox: 0.1030, s0.loss_mask: 0.2143, s1.loss_cls: 0.0860, s1.acc: 93.8850, s1.loss_bbox: 0.1082, s1.loss_mask: 0.0996, s2.loss_cls: 0.0435, s2.acc: 93.6569, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0465, loss: 1.2126 2022-05-12 21:07:45,341 - mmdet - INFO - Epoch [6][5400/7330] lr: 1.000e-04, eta: 3 days, 19:13:39, time: 1.455, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1944, s0.loss_cls: 0.1746, s0.acc: 93.6343, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2109, s1.loss_cls: 0.0815, s1.acc: 94.1438, s1.loss_bbox: 0.1084, s1.loss_mask: 0.0997, s2.loss_cls: 0.0408, s2.acc: 93.9752, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0470, loss: 1.1826 2022-05-12 21:08:57,817 - mmdet - INFO - Epoch [6][5450/7330] lr: 1.000e-04, eta: 3 days, 19:12:17, time: 1.449, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.1944, s0.loss_cls: 0.1775, s0.acc: 93.7356, s0.loss_bbox: 0.1023, s0.loss_mask: 0.2192, s1.loss_cls: 0.0831, s1.acc: 94.1304, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1022, s2.loss_cls: 0.0422, s2.acc: 93.9511, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0476, loss: 1.1995 2022-05-12 21:10:09,783 - mmdet - INFO - Epoch [6][5500/7330] lr: 1.000e-04, eta: 3 days, 19:10:52, time: 1.440, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.1985, s0.loss_cls: 0.1717, s0.acc: 93.8384, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2141, s1.loss_cls: 0.0800, s1.acc: 94.3436, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1004, s2.loss_cls: 0.0401, s2.acc: 94.1013, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0470, loss: 1.1851 2022-05-12 21:11:22,330 - mmdet - INFO - Epoch [6][5550/7330] lr: 1.000e-04, eta: 3 days, 19:09:30, time: 1.451, data_time: 0.013, memory: 64750, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.1980, s0.loss_cls: 0.1749, s0.acc: 93.9131, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2111, s1.loss_cls: 0.0813, s1.acc: 94.3063, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0995, s2.loss_cls: 0.0405, s2.acc: 94.1109, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0465, loss: 1.1761 2022-05-12 21:12:35,645 - mmdet - INFO - Epoch [6][5600/7330] lr: 1.000e-04, eta: 3 days, 19:08:13, time: 1.466, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2028, s0.loss_cls: 0.1774, s0.acc: 93.6062, s0.loss_bbox: 0.1068, s0.loss_mask: 0.2117, s1.loss_cls: 0.0819, s1.acc: 94.0819, s1.loss_bbox: 0.1085, s1.loss_mask: 0.0975, s2.loss_cls: 0.0415, s2.acc: 94.0014, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0454, loss: 1.2000 2022-05-12 21:13:47,721 - mmdet - INFO - Epoch [6][5650/7330] lr: 1.000e-04, eta: 3 days, 19:06:48, time: 1.442, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.2048, s0.loss_cls: 0.1755, s0.acc: 93.7334, s0.loss_bbox: 0.1033, s0.loss_mask: 0.2104, s1.loss_cls: 0.0807, s1.acc: 94.2097, s1.loss_bbox: 0.1086, s1.loss_mask: 0.0980, s2.loss_cls: 0.0416, s2.acc: 93.9773, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0459, loss: 1.1870 2022-05-12 21:15:00,496 - mmdet - INFO - Epoch [6][5700/7330] lr: 1.000e-04, eta: 3 days, 19:05:28, time: 1.455, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1920, s0.loss_cls: 0.1692, s0.acc: 93.8916, s0.loss_bbox: 0.1001, s0.loss_mask: 0.2136, s1.loss_cls: 0.0786, s1.acc: 94.3465, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0999, s2.loss_cls: 0.0403, s2.acc: 94.1782, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0471, loss: 1.1671 2022-05-12 21:16:13,276 - mmdet - INFO - Epoch [6][5750/7330] lr: 1.000e-04, eta: 3 days, 19:04:08, time: 1.456, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.2081, s0.loss_cls: 0.1830, s0.acc: 93.5688, s0.loss_bbox: 0.1018, s0.loss_mask: 0.2154, s1.loss_cls: 0.0852, s1.acc: 94.0224, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1020, s2.loss_cls: 0.0424, s2.acc: 93.9520, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0477, loss: 1.2128 2022-05-12 21:17:25,863 - mmdet - INFO - Epoch [6][5800/7330] lr: 1.000e-04, eta: 3 days, 19:02:46, time: 1.452, data_time: 0.022, memory: 64750, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1960, s0.loss_cls: 0.1738, s0.acc: 93.8352, s0.loss_bbox: 0.1026, s0.loss_mask: 0.2150, s1.loss_cls: 0.0820, s1.acc: 94.1548, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1003, s2.loss_cls: 0.0409, s2.acc: 94.0250, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0474, loss: 1.1860 2022-05-12 21:18:38,449 - mmdet - INFO - Epoch [6][5850/7330] lr: 1.000e-04, eta: 3 days, 19:01:25, time: 1.451, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.2035, s0.loss_cls: 0.1913, s0.acc: 93.2563, s0.loss_bbox: 0.1093, s0.loss_mask: 0.2154, s1.loss_cls: 0.0892, s1.acc: 93.6905, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1008, s2.loss_cls: 0.0454, s2.acc: 93.4172, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0471, loss: 1.2435 2022-05-12 21:19:51,563 - mmdet - INFO - Epoch [6][5900/7330] lr: 1.000e-04, eta: 3 days, 19:00:06, time: 1.463, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2063, s0.loss_cls: 0.1658, s0.acc: 94.0723, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2098, s1.loss_cls: 0.0760, s1.acc: 94.5536, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0981, s2.loss_cls: 0.0384, s2.acc: 94.3490, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0464, loss: 1.1584 2022-05-12 21:21:04,123 - mmdet - INFO - Epoch [6][5950/7330] lr: 1.000e-04, eta: 3 days, 18:58:44, time: 1.451, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.2001, s0.loss_cls: 0.1727, s0.acc: 93.9116, s0.loss_bbox: 0.0998, s0.loss_mask: 0.2137, s1.loss_cls: 0.0805, s1.acc: 94.2946, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1000, s2.loss_cls: 0.0402, s2.acc: 94.0506, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0472, loss: 1.1815 2022-05-12 21:22:16,036 - mmdet - INFO - Epoch [6][6000/7330] lr: 1.000e-04, eta: 3 days, 18:57:19, time: 1.438, data_time: 0.021, memory: 64750, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.2007, s0.loss_cls: 0.1791, s0.acc: 93.6038, s0.loss_bbox: 0.1062, s0.loss_mask: 0.2172, s1.loss_cls: 0.0841, s1.acc: 93.9963, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1016, s2.loss_cls: 0.0421, s2.acc: 93.8256, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0475, loss: 1.2159 2022-05-12 21:23:27,665 - mmdet - INFO - Epoch [6][6050/7330] lr: 1.000e-04, eta: 3 days, 18:55:53, time: 1.433, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1982, s0.loss_cls: 0.1725, s0.acc: 93.8733, s0.loss_bbox: 0.1023, s0.loss_mask: 0.2092, s1.loss_cls: 0.0814, s1.acc: 94.3246, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0977, s2.loss_cls: 0.0405, s2.acc: 94.2387, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0461, loss: 1.1746 2022-05-12 21:24:41,089 - mmdet - INFO - Epoch [6][6100/7330] lr: 1.000e-04, eta: 3 days, 18:54:36, time: 1.468, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.1994, s0.loss_cls: 0.1771, s0.acc: 93.7139, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2106, s1.loss_cls: 0.0833, s1.acc: 94.0748, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0986, s2.loss_cls: 0.0420, s2.acc: 93.9958, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0464, loss: 1.1863 2022-05-12 21:25:54,275 - mmdet - INFO - Epoch [6][6150/7330] lr: 1.000e-04, eta: 3 days, 18:53:18, time: 1.464, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.2035, s0.loss_cls: 0.1805, s0.acc: 93.5530, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2115, s1.loss_cls: 0.0847, s1.acc: 93.9507, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0985, s2.loss_cls: 0.0425, s2.acc: 93.7983, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0461, loss: 1.1994 2022-05-12 21:27:08,001 - mmdet - INFO - Epoch [6][6200/7330] lr: 1.000e-04, eta: 3 days, 18:52:03, time: 1.475, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.1984, s0.loss_cls: 0.1764, s0.acc: 93.6560, s0.loss_bbox: 0.1049, s0.loss_mask: 0.2133, s1.loss_cls: 0.0827, s1.acc: 94.0927, s1.loss_bbox: 0.1084, s1.loss_mask: 0.0994, s2.loss_cls: 0.0413, s2.acc: 94.0226, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0463, loss: 1.1933 2022-05-12 21:28:20,464 - mmdet - INFO - Epoch [6][6250/7330] lr: 1.000e-04, eta: 3 days, 18:50:41, time: 1.449, data_time: 0.021, memory: 64750, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.2017, s0.loss_cls: 0.1785, s0.acc: 93.7478, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2148, s1.loss_cls: 0.0832, s1.acc: 94.1728, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0996, s2.loss_cls: 0.0411, s2.acc: 94.1023, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0462, loss: 1.1946 2022-05-12 21:29:32,507 - mmdet - INFO - Epoch [6][6300/7330] lr: 1.000e-04, eta: 3 days, 18:49:17, time: 1.441, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1995, s0.loss_cls: 0.1828, s0.acc: 93.6292, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2141, s1.loss_cls: 0.0842, s1.acc: 94.1969, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1014, s2.loss_cls: 0.0426, s2.acc: 93.9315, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0480, loss: 1.2136 2022-05-12 21:30:44,625 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 21:30:44,626 - mmdet - INFO - Epoch [6][6350/7330] lr: 1.000e-04, eta: 3 days, 18:47:53, time: 1.442, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2077, s0.loss_cls: 0.1776, s0.acc: 93.6804, s0.loss_bbox: 0.1035, s0.loss_mask: 0.2103, s1.loss_cls: 0.0838, s1.acc: 94.0210, s1.loss_bbox: 0.1095, s1.loss_mask: 0.0981, s2.loss_cls: 0.0423, s2.acc: 93.8591, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0459, loss: 1.2035 2022-05-12 21:31:57,459 - mmdet - INFO - Epoch [6][6400/7330] lr: 1.000e-04, eta: 3 days, 18:46:33, time: 1.457, data_time: 0.023, memory: 64750, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2065, s0.loss_cls: 0.1738, s0.acc: 93.9836, s0.loss_bbox: 0.0996, s0.loss_mask: 0.2157, s1.loss_cls: 0.0806, s1.acc: 94.3749, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1015, s2.loss_cls: 0.0397, s2.acc: 94.3651, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0478, loss: 1.1892 2022-05-12 21:33:09,077 - mmdet - INFO - Epoch [6][6450/7330] lr: 1.000e-04, eta: 3 days, 18:45:07, time: 1.432, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.1955, s0.loss_cls: 0.1684, s0.acc: 93.9648, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2063, s1.loss_cls: 0.0768, s1.acc: 94.5261, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0963, s2.loss_cls: 0.0387, s2.acc: 94.3559, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0451, loss: 1.1537 2022-05-12 21:34:22,642 - mmdet - INFO - Epoch [6][6500/7330] lr: 1.000e-04, eta: 3 days, 18:43:51, time: 1.471, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.2053, s0.loss_cls: 0.1737, s0.acc: 93.8550, s0.loss_bbox: 0.1025, s0.loss_mask: 0.2111, s1.loss_cls: 0.0807, s1.acc: 94.2942, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0980, s2.loss_cls: 0.0406, s2.acc: 94.1480, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0461, loss: 1.1892 2022-05-12 21:35:35,401 - mmdet - INFO - Epoch [6][6550/7330] lr: 1.000e-04, eta: 3 days, 18:42:30, time: 1.455, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.2003, s0.loss_cls: 0.1722, s0.acc: 93.9734, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2061, s1.loss_cls: 0.0800, s1.acc: 94.3941, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0965, s2.loss_cls: 0.0400, s2.acc: 94.2495, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0455, loss: 1.1625 2022-05-12 21:36:47,793 - mmdet - INFO - Epoch [6][6600/7330] lr: 1.000e-04, eta: 3 days, 18:41:08, time: 1.448, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.2011, s0.loss_cls: 0.1806, s0.acc: 93.6309, s0.loss_bbox: 0.1027, s0.loss_mask: 0.2164, s1.loss_cls: 0.0839, s1.acc: 94.1262, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1004, s2.loss_cls: 0.0415, s2.acc: 94.1506, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0473, loss: 1.1973 2022-05-12 21:38:00,066 - mmdet - INFO - Epoch [6][6650/7330] lr: 1.000e-04, eta: 3 days, 18:39:46, time: 1.445, data_time: 0.012, memory: 64750, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.2089, s0.loss_cls: 0.1816, s0.acc: 93.6353, s0.loss_bbox: 0.0992, s0.loss_mask: 0.2136, s1.loss_cls: 0.0860, s1.acc: 94.0278, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1007, s2.loss_cls: 0.0433, s2.acc: 93.8428, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0473, loss: 1.2045 2022-05-12 21:39:12,434 - mmdet - INFO - Epoch [6][6700/7330] lr: 1.000e-04, eta: 3 days, 18:38:23, time: 1.447, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1944, s0.loss_cls: 0.1775, s0.acc: 93.6636, s0.loss_bbox: 0.1018, s0.loss_mask: 0.2120, s1.loss_cls: 0.0844, s1.acc: 93.9374, s1.loss_bbox: 0.1096, s1.loss_mask: 0.0990, s2.loss_cls: 0.0419, s2.acc: 93.8515, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0464, loss: 1.1919 2022-05-12 21:40:25,169 - mmdet - INFO - Epoch [6][6750/7330] lr: 1.000e-04, eta: 3 days, 18:37:03, time: 1.455, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1964, s0.loss_cls: 0.1796, s0.acc: 93.6655, s0.loss_bbox: 0.1045, s0.loss_mask: 0.2104, s1.loss_cls: 0.0831, s1.acc: 94.1191, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0976, s2.loss_cls: 0.0415, s2.acc: 94.0831, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0458, loss: 1.1884 2022-05-12 21:41:37,091 - mmdet - INFO - Epoch [6][6800/7330] lr: 1.000e-04, eta: 3 days, 18:35:39, time: 1.438, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1950, s0.loss_cls: 0.1792, s0.acc: 93.7612, s0.loss_bbox: 0.1043, s0.loss_mask: 0.2151, s1.loss_cls: 0.0842, s1.acc: 94.1462, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1007, s2.loss_cls: 0.0423, s2.acc: 93.9465, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0471, loss: 1.2037 2022-05-12 21:42:50,161 - mmdet - INFO - Epoch [6][6850/7330] lr: 1.000e-04, eta: 3 days, 18:34:20, time: 1.461, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.2066, s0.loss_cls: 0.1686, s0.acc: 93.9705, s0.loss_bbox: 0.0958, s0.loss_mask: 0.2066, s1.loss_cls: 0.0782, s1.acc: 94.4209, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0966, s2.loss_cls: 0.0395, s2.acc: 94.3115, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0449, loss: 1.1580 2022-05-12 21:44:01,832 - mmdet - INFO - Epoch [6][6900/7330] lr: 1.000e-04, eta: 3 days, 18:32:54, time: 1.433, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.2057, s0.loss_cls: 0.1671, s0.acc: 94.0061, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2158, s1.loss_cls: 0.0779, s1.acc: 94.4247, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1010, s2.loss_cls: 0.0395, s2.acc: 94.2941, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0473, loss: 1.1767 2022-05-12 21:45:14,222 - mmdet - INFO - Epoch [6][6950/7330] lr: 1.000e-04, eta: 3 days, 18:31:32, time: 1.448, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.1997, s0.loss_cls: 0.1688, s0.acc: 93.9624, s0.loss_bbox: 0.0963, s0.loss_mask: 0.2032, s1.loss_cls: 0.0793, s1.acc: 94.2683, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0955, s2.loss_cls: 0.0400, s2.acc: 94.1441, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0449, loss: 1.1500 2022-05-12 21:46:26,398 - mmdet - INFO - Epoch [6][7000/7330] lr: 1.000e-04, eta: 3 days, 18:30:09, time: 1.442, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.2013, s0.loss_cls: 0.1611, s0.acc: 94.2090, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2098, s1.loss_cls: 0.0744, s1.acc: 94.6581, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0978, s2.loss_cls: 0.0379, s2.acc: 94.3841, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0461, loss: 1.1487 2022-05-12 21:47:39,752 - mmdet - INFO - Epoch [6][7050/7330] lr: 1.000e-04, eta: 3 days, 18:28:52, time: 1.469, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1891, s0.loss_cls: 0.1672, s0.acc: 93.8606, s0.loss_bbox: 0.1028, s0.loss_mask: 0.2173, s1.loss_cls: 0.0771, s1.acc: 94.3144, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1016, s2.loss_cls: 0.0390, s2.acc: 94.1200, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0477, loss: 1.1713 2022-05-12 21:48:53,349 - mmdet - INFO - Epoch [6][7100/7330] lr: 1.000e-04, eta: 3 days, 18:27:36, time: 1.472, data_time: 0.021, memory: 64750, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2038, s0.loss_cls: 0.1745, s0.acc: 93.8481, s0.loss_bbox: 0.1035, s0.loss_mask: 0.2108, s1.loss_cls: 0.0804, s1.acc: 94.3456, s1.loss_bbox: 0.1070, s1.loss_mask: 0.0976, s2.loss_cls: 0.0410, s2.acc: 94.1168, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0458, loss: 1.1881 2022-05-12 21:50:06,002 - mmdet - INFO - Epoch [6][7150/7330] lr: 1.000e-04, eta: 3 days, 18:26:16, time: 1.453, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.2033, s0.loss_cls: 0.1883, s0.acc: 93.3992, s0.loss_bbox: 0.1086, s0.loss_mask: 0.2166, s1.loss_cls: 0.0857, s1.acc: 94.0277, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1014, s2.loss_cls: 0.0429, s2.acc: 93.9304, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0475, loss: 1.2371 2022-05-12 21:51:19,315 - mmdet - INFO - Epoch [6][7200/7330] lr: 1.000e-04, eta: 3 days, 18:24:59, time: 1.466, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.2063, s0.loss_cls: 0.1785, s0.acc: 93.7202, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2086, s1.loss_cls: 0.0837, s1.acc: 94.1040, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0981, s2.loss_cls: 0.0417, s2.acc: 93.9291, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0464, loss: 1.1994 2022-05-12 21:52:31,255 - mmdet - INFO - Epoch [6][7250/7330] lr: 1.000e-04, eta: 3 days, 18:23:35, time: 1.439, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.2045, s0.loss_cls: 0.1698, s0.acc: 94.0718, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2134, s1.loss_cls: 0.0790, s1.acc: 94.5712, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0995, s2.loss_cls: 0.0389, s2.acc: 94.4586, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0466, loss: 1.1774 2022-05-12 21:53:45,151 - mmdet - INFO - Epoch [6][7300/7330] lr: 1.000e-04, eta: 3 days, 18:22:20, time: 1.478, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2025, s0.loss_cls: 0.1694, s0.acc: 93.9568, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2131, s1.loss_cls: 0.0777, s1.acc: 94.4306, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0992, s2.loss_cls: 0.0387, s2.acc: 94.3409, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0468, loss: 1.1728 2022-05-12 21:54:45,507 - mmdet - INFO - Saving checkpoint at 6 epochs 2022-05-12 22:00:22,042 - mmdet - INFO - Evaluating bbox... 2022-05-12 22:01:16,577 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.530 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.724 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.589 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.385 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.577 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.646 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.705 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.705 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.705 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.549 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.749 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.833 2022-05-12 22:01:16,578 - mmdet - INFO - Evaluating segm... 2022-05-12 22:02:11,593 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.469 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.705 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.514 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.278 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 ] = 0.646 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 ] = 0.450 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 ] = 0.765 2022-05-12 22:02:12,751 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-12 22:02:12,753 - mmdet - INFO - Epoch(val) [6][313] bbox_mAP: 0.5300, bbox_mAP_50: 0.7240, bbox_mAP_75: 0.5890, bbox_mAP_s: 0.3850, bbox_mAP_m: 0.5770, bbox_mAP_l: 0.6460, bbox_mAP_copypaste: 0.530 0.724 0.589 0.385 0.577 0.646, segm_mAP: 0.4690, segm_mAP_50: 0.7050, segm_mAP_75: 0.5140, segm_mAP_s: 0.2780, segm_mAP_m: 0.5050, segm_mAP_l: 0.6460, segm_mAP_copypaste: 0.469 0.705 0.514 0.278 0.505 0.646 2022-05-12 22:08:05,621 - mmdet - INFO - Epoch [7][50/7330] lr: 1.000e-04, eta: 3 days, 18:39:53, time: 7.057, data_time: 5.570, memory: 64750, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.2003, s0.loss_cls: 0.1670, s0.acc: 93.9832, s0.loss_bbox: 0.1004, s0.loss_mask: 0.2071, s1.loss_cls: 0.0767, s1.acc: 94.4304, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0967, s2.loss_cls: 0.0385, s2.acc: 94.2646, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0456, loss: 1.1577 2022-05-12 22:09:20,341 - mmdet - INFO - Epoch [7][100/7330] lr: 1.000e-04, eta: 3 days, 18:38:41, time: 1.494, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1975, s0.loss_cls: 0.1501, s0.acc: 94.5312, s0.loss_bbox: 0.0936, s0.loss_mask: 0.2014, s1.loss_cls: 0.0688, s1.acc: 95.0023, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0932, s2.loss_cls: 0.0354, s2.acc: 94.8108, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0438, loss: 1.0983 2022-05-12 22:10:35,104 - mmdet - INFO - Epoch [7][150/7330] lr: 1.000e-04, eta: 3 days, 18:37:29, time: 1.496, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.1962, s0.loss_cls: 0.1738, s0.acc: 93.8738, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2111, s1.loss_cls: 0.0802, s1.acc: 94.3573, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0987, s2.loss_cls: 0.0404, s2.acc: 94.1254, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0463, loss: 1.1762 2022-05-12 22:11:49,180 - mmdet - INFO - Epoch [7][200/7330] lr: 1.000e-04, eta: 3 days, 18:36:14, time: 1.481, data_time: 0.021, memory: 64750, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1937, s0.loss_cls: 0.1592, s0.acc: 94.2688, s0.loss_bbox: 0.0934, s0.loss_mask: 0.2062, s1.loss_cls: 0.0751, s1.acc: 94.6159, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0967, s2.loss_cls: 0.0380, s2.acc: 94.4337, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0451, loss: 1.1217 2022-05-12 22:13:02,249 - mmdet - INFO - Epoch [7][250/7330] lr: 1.000e-04, eta: 3 days, 18:34:54, time: 1.461, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.1958, s0.loss_cls: 0.1674, s0.acc: 93.9580, s0.loss_bbox: 0.0992, s0.loss_mask: 0.2073, s1.loss_cls: 0.0773, s1.acc: 94.4406, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0973, s2.loss_cls: 0.0390, s2.acc: 94.2033, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0457, loss: 1.1592 2022-05-12 22:14:14,414 - mmdet - INFO - Epoch [7][300/7330] lr: 1.000e-04, eta: 3 days, 18:33:30, time: 1.443, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.2027, s0.loss_cls: 0.1690, s0.acc: 93.9622, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2169, s1.loss_cls: 0.0786, s1.acc: 94.3923, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1013, s2.loss_cls: 0.0397, s2.acc: 94.3425, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0474, loss: 1.1798 2022-05-12 22:15:27,998 - mmdet - INFO - Epoch [7][350/7330] lr: 1.000e-04, eta: 3 days, 18:32:12, time: 1.472, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1966, s0.loss_cls: 0.1660, s0.acc: 94.1152, s0.loss_bbox: 0.0979, s0.loss_mask: 0.2142, s1.loss_cls: 0.0770, s1.acc: 94.6199, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1002, s2.loss_cls: 0.0389, s2.acc: 94.4919, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0470, loss: 1.1605 2022-05-12 22:16:41,951 - mmdet - INFO - Epoch [7][400/7330] lr: 1.000e-04, eta: 3 days, 18:30:57, time: 1.479, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.1938, s0.loss_cls: 0.1749, s0.acc: 93.7207, s0.loss_bbox: 0.1027, s0.loss_mask: 0.2170, s1.loss_cls: 0.0807, s1.acc: 94.2851, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1026, s2.loss_cls: 0.0408, s2.acc: 94.1511, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0484, loss: 1.1922 2022-05-12 22:17:54,678 - mmdet - INFO - Epoch [7][450/7330] lr: 1.000e-04, eta: 3 days, 18:29:35, time: 1.455, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1927, s0.loss_cls: 0.1634, s0.acc: 94.1501, s0.loss_bbox: 0.0988, s0.loss_mask: 0.2153, s1.loss_cls: 0.0745, s1.acc: 94.6994, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1018, s2.loss_cls: 0.0374, s2.acc: 94.4710, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0480, loss: 1.1541 2022-05-12 22:19:08,716 - mmdet - INFO - Epoch [7][500/7330] lr: 1.000e-04, eta: 3 days, 18:28:20, time: 1.481, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1934, s0.loss_cls: 0.1720, s0.acc: 93.7866, s0.loss_bbox: 0.0992, s0.loss_mask: 0.2109, s1.loss_cls: 0.0813, s1.acc: 94.1772, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0985, s2.loss_cls: 0.0405, s2.acc: 94.1147, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0464, loss: 1.1643 2022-05-12 22:20:22,127 - mmdet - INFO - Epoch [7][550/7330] lr: 1.000e-04, eta: 3 days, 18:27:02, time: 1.467, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1961, s0.loss_cls: 0.1680, s0.acc: 93.9861, s0.loss_bbox: 0.0998, s0.loss_mask: 0.2116, s1.loss_cls: 0.0784, s1.acc: 94.3491, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0995, s2.loss_cls: 0.0395, s2.acc: 94.2548, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0464, loss: 1.1660 2022-05-12 22:21:35,395 - mmdet - INFO - Epoch [7][600/7330] lr: 1.000e-04, eta: 3 days, 18:25:43, time: 1.466, data_time: 0.026, memory: 64750, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1958, s0.loss_cls: 0.1660, s0.acc: 94.1270, s0.loss_bbox: 0.0971, s0.loss_mask: 0.2078, s1.loss_cls: 0.0773, s1.acc: 94.5984, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0978, s2.loss_cls: 0.0385, s2.acc: 94.4334, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0458, loss: 1.1466 2022-05-12 22:22:47,834 - mmdet - INFO - Epoch [7][650/7330] lr: 1.000e-04, eta: 3 days, 18:24:20, time: 1.449, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0321, loss_semantic_seg: 0.1903, s0.loss_cls: 0.1689, s0.acc: 93.9478, s0.loss_bbox: 0.1009, s0.loss_mask: 0.2158, s1.loss_cls: 0.0790, s1.acc: 94.4637, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1010, s2.loss_cls: 0.0394, s2.acc: 94.3147, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0475, loss: 1.1697 2022-05-12 22:24:00,540 - mmdet - INFO - Epoch [7][700/7330] lr: 1.000e-04, eta: 3 days, 18:22:58, time: 1.454, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0334, loss_semantic_seg: 0.2039, s0.loss_cls: 0.1667, s0.acc: 94.0798, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2180, s1.loss_cls: 0.0774, s1.acc: 94.5779, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1025, s2.loss_cls: 0.0395, s2.acc: 94.3909, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0479, loss: 1.1816 2022-05-12 22:25:13,728 - mmdet - INFO - Epoch [7][750/7330] lr: 1.000e-04, eta: 3 days, 18:21:39, time: 1.464, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.1997, s0.loss_cls: 0.1677, s0.acc: 93.9026, s0.loss_bbox: 0.1046, s0.loss_mask: 0.2162, s1.loss_cls: 0.0780, s1.acc: 94.3953, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1002, s2.loss_cls: 0.0391, s2.acc: 94.2116, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0466, loss: 1.1828 2022-05-12 22:26:27,063 - mmdet - INFO - Epoch [7][800/7330] lr: 1.000e-04, eta: 3 days, 18:20:20, time: 1.467, data_time: 0.021, memory: 64750, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0332, loss_semantic_seg: 0.1958, s0.loss_cls: 0.1699, s0.acc: 93.9148, s0.loss_bbox: 0.1030, s0.loss_mask: 0.2178, s1.loss_cls: 0.0789, s1.acc: 94.3713, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1026, s2.loss_cls: 0.0395, s2.acc: 94.1833, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0478, loss: 1.1908 2022-05-12 22:27:38,817 - mmdet - INFO - Epoch [7][850/7330] lr: 1.000e-04, eta: 3 days, 18:18:54, time: 1.435, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1900, s0.loss_cls: 0.1814, s0.acc: 93.5488, s0.loss_bbox: 0.1071, s0.loss_mask: 0.2129, s1.loss_cls: 0.0841, s1.acc: 94.0846, s1.loss_bbox: 0.1131, s1.loss_mask: 0.0999, s2.loss_cls: 0.0418, s2.acc: 94.0679, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0467, loss: 1.2012 2022-05-12 22:28:50,908 - mmdet - INFO - Epoch [7][900/7330] lr: 1.000e-04, eta: 3 days, 18:17:30, time: 1.442, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1945, s0.loss_cls: 0.1650, s0.acc: 94.0859, s0.loss_bbox: 0.0951, s0.loss_mask: 0.2039, s1.loss_cls: 0.0776, s1.acc: 94.4238, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0959, s2.loss_cls: 0.0390, s2.acc: 94.3187, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0453, loss: 1.1325 2022-05-12 22:30:03,920 - mmdet - INFO - Epoch [7][950/7330] lr: 1.000e-04, eta: 3 days, 18:16:09, time: 1.460, data_time: 0.023, memory: 64750, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.1994, s0.loss_cls: 0.1802, s0.acc: 93.5620, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2114, s1.loss_cls: 0.0847, s1.acc: 93.9954, s1.loss_bbox: 0.1085, s1.loss_mask: 0.0990, s2.loss_cls: 0.0420, s2.acc: 93.9530, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0461, loss: 1.1987 2022-05-12 22:31:17,101 - mmdet - INFO - Epoch [7][1000/7330] lr: 1.000e-04, eta: 3 days, 18:14:50, time: 1.464, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1922, s0.loss_cls: 0.1615, s0.acc: 94.0217, s0.loss_bbox: 0.0969, s0.loss_mask: 0.2079, s1.loss_cls: 0.0752, s1.acc: 94.4326, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0969, s2.loss_cls: 0.0386, s2.acc: 94.2129, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0456, loss: 1.1337 2022-05-12 22:32:30,287 - mmdet - INFO - Epoch [7][1050/7330] lr: 1.000e-04, eta: 3 days, 18:13:31, time: 1.464, data_time: 0.020, memory: 64750, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1923, s0.loss_cls: 0.1706, s0.acc: 93.8691, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2089, s1.loss_cls: 0.0794, s1.acc: 94.2553, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0979, s2.loss_cls: 0.0404, s2.acc: 94.0623, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0461, loss: 1.1673 2022-05-12 22:33:42,249 - mmdet - INFO - Epoch [7][1100/7330] lr: 1.000e-04, eta: 3 days, 18:12:06, time: 1.439, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1857, s0.loss_cls: 0.1709, s0.acc: 93.8196, s0.loss_bbox: 0.1006, s0.loss_mask: 0.2090, s1.loss_cls: 0.0796, s1.acc: 94.2385, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0982, s2.loss_cls: 0.0400, s2.acc: 94.0936, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0461, loss: 1.1538 2022-05-12 22:34:55,261 - mmdet - INFO - Epoch [7][1150/7330] lr: 1.000e-04, eta: 3 days, 18:10:46, time: 1.460, data_time: 0.021, memory: 64750, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1969, s0.loss_cls: 0.1558, s0.acc: 94.4727, s0.loss_bbox: 0.0928, s0.loss_mask: 0.2091, s1.loss_cls: 0.0721, s1.acc: 94.8645, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0978, s2.loss_cls: 0.0361, s2.acc: 94.7628, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0460, loss: 1.1159 2022-05-12 22:36:07,572 - mmdet - INFO - Epoch [7][1200/7330] lr: 1.000e-04, eta: 3 days, 18:09:23, time: 1.446, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0323, loss_semantic_seg: 0.2041, s0.loss_cls: 0.1729, s0.acc: 93.7622, s0.loss_bbox: 0.1054, s0.loss_mask: 0.2188, s1.loss_cls: 0.0810, s1.acc: 94.1780, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1026, s2.loss_cls: 0.0404, s2.acc: 94.0960, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0479, loss: 1.2078 2022-05-12 22:37:19,926 - mmdet - INFO - Epoch [7][1250/7330] lr: 1.000e-04, eta: 3 days, 18:07:59, time: 1.447, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.1891, s0.loss_cls: 0.1611, s0.acc: 94.2212, s0.loss_bbox: 0.0966, s0.loss_mask: 0.2044, s1.loss_cls: 0.0739, s1.acc: 94.6773, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0959, s2.loss_cls: 0.0371, s2.acc: 94.5212, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0448, loss: 1.1264 2022-05-12 22:38:32,509 - mmdet - INFO - Epoch [7][1300/7330] lr: 1.000e-04, eta: 3 days, 18:06:37, time: 1.452, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1850, s0.loss_cls: 0.1604, s0.acc: 94.2380, s0.loss_bbox: 0.0974, s0.loss_mask: 0.2067, s1.loss_cls: 0.0747, s1.acc: 94.6902, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0974, s2.loss_cls: 0.0377, s2.acc: 94.4094, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0454, loss: 1.1259 2022-05-12 22:39:44,404 - mmdet - INFO - Epoch [7][1350/7330] lr: 1.000e-04, eta: 3 days, 18:05:12, time: 1.438, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1931, s0.loss_cls: 0.1653, s0.acc: 94.1665, s0.loss_bbox: 0.0952, s0.loss_mask: 0.2074, s1.loss_cls: 0.0769, s1.acc: 94.6702, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0970, s2.loss_cls: 0.0385, s2.acc: 94.5438, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0456, loss: 1.1364 2022-05-12 22:40:57,062 - mmdet - INFO - Epoch [7][1400/7330] lr: 1.000e-04, eta: 3 days, 18:03:51, time: 1.453, data_time: 0.013, memory: 64750, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1939, s0.loss_cls: 0.1621, s0.acc: 94.1936, s0.loss_bbox: 0.0961, s0.loss_mask: 0.2100, s1.loss_cls: 0.0756, s1.acc: 94.6371, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0980, s2.loss_cls: 0.0373, s2.acc: 94.5665, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0462, loss: 1.1390 2022-05-12 22:42:10,764 - mmdet - INFO - Epoch [7][1450/7330] lr: 1.000e-04, eta: 3 days, 18:02:34, time: 1.474, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0335, loss_semantic_seg: 0.1945, s0.loss_cls: 0.1674, s0.acc: 93.9338, s0.loss_bbox: 0.1010, s0.loss_mask: 0.2084, s1.loss_cls: 0.0780, s1.acc: 94.2499, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0961, s2.loss_cls: 0.0388, s2.acc: 94.2537, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0449, loss: 1.1569 2022-05-12 22:43:22,277 - mmdet - INFO - Epoch [7][1500/7330] lr: 1.000e-04, eta: 3 days, 18:01:07, time: 1.430, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.2009, s0.loss_cls: 0.1711, s0.acc: 93.8628, s0.loss_bbox: 0.1020, s0.loss_mask: 0.2112, s1.loss_cls: 0.0804, s1.acc: 94.2427, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0970, s2.loss_cls: 0.0397, s2.acc: 94.1406, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0451, loss: 1.1690 2022-05-12 22:44:35,021 - mmdet - INFO - Epoch [7][1550/7330] lr: 1.000e-04, eta: 3 days, 17:59:46, time: 1.455, data_time: 0.018, memory: 64750, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1956, s0.loss_cls: 0.1614, s0.acc: 94.0999, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2074, s1.loss_cls: 0.0756, s1.acc: 94.4698, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0968, s2.loss_cls: 0.0381, s2.acc: 94.3424, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0455, loss: 1.1426 2022-05-12 22:45:48,159 - mmdet - INFO - Epoch [7][1600/7330] lr: 1.000e-04, eta: 3 days, 17:58:26, time: 1.463, data_time: 0.017, memory: 64750, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1944, s0.loss_cls: 0.1672, s0.acc: 94.0271, s0.loss_bbox: 0.0984, s0.loss_mask: 0.2128, s1.loss_cls: 0.0790, s1.acc: 94.4150, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0997, s2.loss_cls: 0.0400, s2.acc: 94.1959, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0465, loss: 1.1606 2022-05-12 22:47:01,245 - mmdet - INFO - Epoch [7][1650/7330] lr: 1.000e-04, eta: 3 days, 17:57:07, time: 1.462, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1900, s0.loss_cls: 0.1647, s0.acc: 94.0195, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2075, s1.loss_cls: 0.0760, s1.acc: 94.5226, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0977, s2.loss_cls: 0.0390, s2.acc: 94.1672, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0458, loss: 1.1439 2022-05-12 22:48:14,145 - mmdet - INFO - Epoch [7][1700/7330] lr: 1.000e-04, eta: 3 days, 17:55:47, time: 1.458, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1976, s0.loss_cls: 0.1693, s0.acc: 93.9177, s0.loss_bbox: 0.0984, s0.loss_mask: 0.2092, s1.loss_cls: 0.0778, s1.acc: 94.4188, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0981, s2.loss_cls: 0.0394, s2.acc: 94.2823, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0459, loss: 1.1584 2022-05-12 22:49:26,243 - mmdet - INFO - Epoch [7][1750/7330] lr: 1.000e-04, eta: 3 days, 17:54:22, time: 1.441, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1986, s0.loss_cls: 0.1710, s0.acc: 93.8418, s0.loss_bbox: 0.1006, s0.loss_mask: 0.2036, s1.loss_cls: 0.0795, s1.acc: 94.2925, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0956, s2.loss_cls: 0.0397, s2.acc: 94.2645, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0451, loss: 1.1562 2022-05-12 22:50:38,877 - mmdet - INFO - Epoch [7][1800/7330] lr: 1.000e-04, eta: 3 days, 17:53:01, time: 1.453, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.1897, s0.loss_cls: 0.1698, s0.acc: 93.8811, s0.loss_bbox: 0.0984, s0.loss_mask: 0.2089, s1.loss_cls: 0.0778, s1.acc: 94.4355, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0977, s2.loss_cls: 0.0398, s2.acc: 94.3957, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0455, loss: 1.1500 2022-05-12 22:51:50,869 - mmdet - INFO - Epoch [7][1850/7330] lr: 1.000e-04, eta: 3 days, 17:51:36, time: 1.440, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1869, s0.loss_cls: 0.1731, s0.acc: 93.8845, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2137, s1.loss_cls: 0.0810, s1.acc: 94.3411, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1012, s2.loss_cls: 0.0408, s2.acc: 94.0763, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0471, loss: 1.1733 2022-05-12 22:53:02,609 - mmdet - INFO - Epoch [7][1900/7330] lr: 1.000e-04, eta: 3 days, 17:50:11, time: 1.435, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1953, s0.loss_cls: 0.1791, s0.acc: 93.7822, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2126, s1.loss_cls: 0.0828, s1.acc: 94.2423, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0997, s2.loss_cls: 0.0416, s2.acc: 94.0511, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0467, loss: 1.1799 2022-05-12 22:54:15,169 - mmdet - INFO - Epoch [7][1950/7330] lr: 1.000e-04, eta: 3 days, 17:48:49, time: 1.451, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1933, s0.loss_cls: 0.1756, s0.acc: 93.6819, s0.loss_bbox: 0.1069, s0.loss_mask: 0.2119, s1.loss_cls: 0.0824, s1.acc: 94.1299, s1.loss_bbox: 0.1098, s1.loss_mask: 0.0984, s2.loss_cls: 0.0411, s2.acc: 93.9959, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0460, loss: 1.1912 2022-05-12 22:55:27,079 - mmdet - INFO - Epoch [7][2000/7330] lr: 1.000e-04, eta: 3 days, 17:47:24, time: 1.438, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.2044, s0.loss_cls: 0.1735, s0.acc: 93.9607, s0.loss_bbox: 0.1013, s0.loss_mask: 0.2019, s1.loss_cls: 0.0806, s1.acc: 94.3743, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0945, s2.loss_cls: 0.0407, s2.acc: 94.0915, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0442, loss: 1.1657 2022-05-12 22:56:40,667 - mmdet - INFO - Epoch [7][2050/7330] lr: 1.000e-04, eta: 3 days, 17:46:07, time: 1.472, data_time: 0.022, memory: 64750, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.1878, s0.loss_cls: 0.1747, s0.acc: 93.7407, s0.loss_bbox: 0.1036, s0.loss_mask: 0.2139, s1.loss_cls: 0.0798, s1.acc: 94.3194, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1008, s2.loss_cls: 0.0407, s2.acc: 94.0648, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0477, loss: 1.1814 2022-05-12 22:57:53,660 - mmdet - INFO - Epoch [7][2100/7330] lr: 1.000e-04, eta: 3 days, 17:44:47, time: 1.459, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1923, s0.loss_cls: 0.1744, s0.acc: 93.7312, s0.loss_bbox: 0.1044, s0.loss_mask: 0.2161, s1.loss_cls: 0.0809, s1.acc: 94.1741, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1021, s2.loss_cls: 0.0405, s2.acc: 94.0389, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0481, loss: 1.1953 2022-05-12 22:59:06,071 - mmdet - INFO - Epoch [7][2150/7330] lr: 1.000e-04, eta: 3 days, 17:43:25, time: 1.449, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.2004, s0.loss_cls: 0.1721, s0.acc: 93.8779, s0.loss_bbox: 0.1008, s0.loss_mask: 0.2082, s1.loss_cls: 0.0802, s1.acc: 94.3240, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0981, s2.loss_cls: 0.0396, s2.acc: 94.2165, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0463, loss: 1.1749 2022-05-12 23:00:18,522 - mmdet - INFO - Epoch [7][2200/7330] lr: 1.000e-04, eta: 3 days, 17:42:02, time: 1.449, data_time: 0.014, memory: 64750, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.1919, s0.loss_cls: 0.1563, s0.acc: 94.3132, s0.loss_bbox: 0.0969, s0.loss_mask: 0.2041, s1.loss_cls: 0.0721, s1.acc: 94.7643, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0958, s2.loss_cls: 0.0368, s2.acc: 94.5388, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0451, loss: 1.1202 2022-05-12 23:01:31,405 - mmdet - INFO - Epoch [7][2250/7330] lr: 1.000e-04, eta: 3 days, 17:40:42, time: 1.457, data_time: 0.015, memory: 64750, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1912, s0.loss_cls: 0.1641, s0.acc: 94.0977, s0.loss_bbox: 0.0960, s0.loss_mask: 0.2064, s1.loss_cls: 0.0744, s1.acc: 94.5471, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0967, s2.loss_cls: 0.0378, s2.acc: 94.3487, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0447, loss: 1.1281 2022-05-12 23:02:43,987 - mmdet - INFO - Epoch [7][2300/7330] lr: 1.000e-04, eta: 3 days, 17:39:21, time: 1.452, data_time: 0.021, memory: 64750, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1853, s0.loss_cls: 0.1662, s0.acc: 94.0679, s0.loss_bbox: 0.0964, s0.loss_mask: 0.2003, s1.loss_cls: 0.0777, s1.acc: 94.5731, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0945, s2.loss_cls: 0.0396, s2.acc: 94.3450, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0446, loss: 1.1270 2022-05-12 23:03:55,828 - mmdet - INFO - Epoch [7][2350/7330] lr: 1.000e-04, eta: 3 days, 17:37:56, time: 1.437, data_time: 0.019, memory: 64750, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1945, s0.loss_cls: 0.1771, s0.acc: 93.6709, s0.loss_bbox: 0.1046, s0.loss_mask: 0.2136, s1.loss_cls: 0.0824, s1.acc: 94.0449, s1.loss_bbox: 0.1113, s1.loss_mask: 0.0998, s2.loss_cls: 0.0422, s2.acc: 93.7816, s2.loss_bbox: 0.0694, s2.loss_mask: 0.0468, loss: 1.1998 2022-05-12 23:05:09,167 - mmdet - INFO - Epoch [7][2400/7330] lr: 1.000e-04, eta: 3 days, 17:36:38, time: 1.467, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1920, s0.loss_cls: 0.1669, s0.acc: 93.9895, s0.loss_bbox: 0.0964, s0.loss_mask: 0.2072, s1.loss_cls: 0.0779, s1.acc: 94.3620, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0962, s2.loss_cls: 0.0393, s2.acc: 94.1985, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0456, loss: 1.1410 2022-05-12 23:06:22,466 - mmdet - INFO - Epoch [7][2450/7330] lr: 1.000e-04, eta: 3 days, 17:35:19, time: 1.466, data_time: 0.016, memory: 64750, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1960, s0.loss_cls: 0.1758, s0.acc: 93.7722, s0.loss_bbox: 0.1029, s0.loss_mask: 0.2200, s1.loss_cls: 0.0817, s1.acc: 94.2218, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1035, s2.loss_cls: 0.0416, s2.acc: 94.0737, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0487, loss: 1.2020 2022-05-12 23:07:35,858 - mmdet - INFO - Epoch [7][2500/7330] lr: 1.000e-04, eta: 3 days, 17:34:02, time: 1.468, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1991, s0.loss_cls: 0.1730, s0.acc: 93.9736, s0.loss_bbox: 0.0980, s0.loss_mask: 0.2088, s1.loss_cls: 0.0815, s1.acc: 94.2932, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0984, s2.loss_cls: 0.0417, s2.acc: 94.0036, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0466, loss: 1.1715 2022-05-12 23:08:48,855 - mmdet - INFO - Epoch [7][2550/7330] lr: 1.000e-04, eta: 3 days, 17:32:42, time: 1.460, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1973, s0.loss_cls: 0.1805, s0.acc: 93.6411, s0.loss_bbox: 0.1018, s0.loss_mask: 0.2023, s1.loss_cls: 0.0842, s1.acc: 94.0787, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0949, s2.loss_cls: 0.0420, s2.acc: 93.9928, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0445, loss: 1.1731 2022-05-12 23:10:01,635 - mmdet - INFO - Epoch [7][2600/7330] lr: 1.000e-04, eta: 3 days, 17:31:21, time: 1.455, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.1906, s0.loss_cls: 0.1689, s0.acc: 93.9231, s0.loss_bbox: 0.1026, s0.loss_mask: 0.2127, s1.loss_cls: 0.0781, s1.acc: 94.4497, s1.loss_bbox: 0.1071, s1.loss_mask: 0.0999, s2.loss_cls: 0.0395, s2.acc: 94.2080, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0464, loss: 1.1692 2022-05-12 23:11:14,741 - mmdet - INFO - Epoch [7][2650/7330] lr: 1.000e-04, eta: 3 days, 17:30:02, time: 1.462, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1984, s0.loss_cls: 0.1841, s0.acc: 93.3657, s0.loss_bbox: 0.1084, s0.loss_mask: 0.2117, s1.loss_cls: 0.0855, s1.acc: 93.7932, s1.loss_bbox: 0.1156, s1.loss_mask: 0.0994, s2.loss_cls: 0.0431, s2.acc: 93.5901, s2.loss_bbox: 0.0700, s2.loss_mask: 0.0465, loss: 1.2192 2022-05-12 23:12:27,971 - mmdet - INFO - Epoch [7][2700/7330] lr: 1.000e-04, eta: 3 days, 17:28:44, time: 1.465, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1959, s0.loss_cls: 0.1791, s0.acc: 93.7529, s0.loss_bbox: 0.1037, s0.loss_mask: 0.2133, s1.loss_cls: 0.0817, s1.acc: 94.2527, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1001, s2.loss_cls: 0.0413, s2.acc: 94.1338, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0466, loss: 1.1886 2022-05-12 23:13:40,191 - mmdet - INFO - Epoch [7][2750/7330] lr: 1.000e-04, eta: 3 days, 17:27:21, time: 1.444, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1934, s0.loss_cls: 0.1647, s0.acc: 94.1082, s0.loss_bbox: 0.0966, s0.loss_mask: 0.2046, s1.loss_cls: 0.0763, s1.acc: 94.5962, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0974, s2.loss_cls: 0.0388, s2.acc: 94.3709, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0461, loss: 1.1407 2022-05-12 23:14:53,190 - mmdet - INFO - Epoch [7][2800/7330] lr: 1.000e-04, eta: 3 days, 17:26:01, time: 1.460, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1943, s0.loss_cls: 0.1746, s0.acc: 93.7834, s0.loss_bbox: 0.1018, s0.loss_mask: 0.2100, s1.loss_cls: 0.0811, s1.acc: 94.3025, s1.loss_bbox: 0.1076, s1.loss_mask: 0.0989, s2.loss_cls: 0.0412, s2.acc: 94.0143, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0465, loss: 1.1776 2022-05-12 23:16:07,278 - mmdet - INFO - Epoch [7][2850/7330] lr: 1.000e-04, eta: 3 days, 17:24:47, time: 1.482, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.2024, s0.loss_cls: 0.1801, s0.acc: 93.5945, s0.loss_bbox: 0.1047, s0.loss_mask: 0.2134, s1.loss_cls: 0.0845, s1.acc: 94.0945, s1.loss_bbox: 0.1095, s1.loss_mask: 0.0995, s2.loss_cls: 0.0429, s2.acc: 93.8412, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0462, loss: 1.2110 2022-05-12 23:17:20,214 - mmdet - INFO - Epoch [7][2900/7330] lr: 1.000e-04, eta: 3 days, 17:23:27, time: 1.459, data_time: 0.023, memory: 64756, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.1909, s0.loss_cls: 0.1733, s0.acc: 93.8398, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2090, s1.loss_cls: 0.0795, s1.acc: 94.3721, s1.loss_bbox: 0.1078, s1.loss_mask: 0.0980, s2.loss_cls: 0.0398, s2.acc: 94.2478, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0458, loss: 1.1706 2022-05-12 23:18:32,079 - mmdet - INFO - Epoch [7][2950/7330] lr: 1.000e-04, eta: 3 days, 17:22:02, time: 1.437, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.1896, s0.loss_cls: 0.1726, s0.acc: 93.7317, s0.loss_bbox: 0.1030, s0.loss_mask: 0.2077, s1.loss_cls: 0.0806, s1.acc: 94.1681, s1.loss_bbox: 0.1083, s1.loss_mask: 0.0968, s2.loss_cls: 0.0405, s2.acc: 94.0188, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0449, loss: 1.1705 2022-05-12 23:19:44,727 - mmdet - INFO - Epoch [7][3000/7330] lr: 1.000e-04, eta: 3 days, 17:20:41, time: 1.453, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1970, s0.loss_cls: 0.1700, s0.acc: 93.9297, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2101, s1.loss_cls: 0.0803, s1.acc: 94.3743, s1.loss_bbox: 0.1085, s1.loss_mask: 0.0995, s2.loss_cls: 0.0405, s2.acc: 94.2621, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0470, loss: 1.1776 2022-05-12 23:20:58,548 - mmdet - INFO - Epoch [7][3050/7330] lr: 1.000e-04, eta: 3 days, 17:19:26, time: 1.477, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1926, s0.loss_cls: 0.1657, s0.acc: 93.9695, s0.loss_bbox: 0.0976, s0.loss_mask: 0.2065, s1.loss_cls: 0.0781, s1.acc: 94.3328, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0967, s2.loss_cls: 0.0391, s2.acc: 94.1478, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0452, loss: 1.1493 2022-05-12 23:22:11,744 - mmdet - INFO - Epoch [7][3100/7330] lr: 1.000e-04, eta: 3 days, 17:18:07, time: 1.464, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1952, s0.loss_cls: 0.1721, s0.acc: 93.8792, s0.loss_bbox: 0.1008, s0.loss_mask: 0.2037, s1.loss_cls: 0.0812, s1.acc: 94.2411, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0951, s2.loss_cls: 0.0409, s2.acc: 94.0851, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0446, loss: 1.1620 2022-05-12 23:23:26,257 - mmdet - INFO - Epoch [7][3150/7330] lr: 1.000e-04, eta: 3 days, 17:16:55, time: 1.491, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.1982, s0.loss_cls: 0.1732, s0.acc: 93.8123, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2095, s1.loss_cls: 0.0803, s1.acc: 94.2874, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0986, s2.loss_cls: 0.0405, s2.acc: 94.0348, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0465, loss: 1.1780 2022-05-12 23:24:39,554 - mmdet - INFO - Epoch [7][3200/7330] lr: 1.000e-04, eta: 3 days, 17:15:37, time: 1.466, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1882, s0.loss_cls: 0.1765, s0.acc: 93.8379, s0.loss_bbox: 0.1006, s0.loss_mask: 0.2099, s1.loss_cls: 0.0822, s1.acc: 94.3072, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0985, s2.loss_cls: 0.0412, s2.acc: 94.1876, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0462, loss: 1.1713 2022-05-12 23:25:52,407 - mmdet - INFO - Epoch [7][3250/7330] lr: 1.000e-04, eta: 3 days, 17:14:17, time: 1.457, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.2018, s0.loss_cls: 0.1587, s0.acc: 94.2314, s0.loss_bbox: 0.0970, s0.loss_mask: 0.2053, s1.loss_cls: 0.0747, s1.acc: 94.5998, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0959, s2.loss_cls: 0.0377, s2.acc: 94.4862, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0452, loss: 1.1330 2022-05-12 23:27:05,161 - mmdet - INFO - Epoch [7][3300/7330] lr: 1.000e-04, eta: 3 days, 17:12:56, time: 1.455, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1981, s0.loss_cls: 0.1651, s0.acc: 94.0720, s0.loss_bbox: 0.0965, s0.loss_mask: 0.2039, s1.loss_cls: 0.0767, s1.acc: 94.5385, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0955, s2.loss_cls: 0.0387, s2.acc: 94.3812, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0443, loss: 1.1343 2022-05-12 23:28:17,025 - mmdet - INFO - Epoch [7][3350/7330] lr: 1.000e-04, eta: 3 days, 17:11:31, time: 1.437, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.1927, s0.loss_cls: 0.1767, s0.acc: 93.7268, s0.loss_bbox: 0.1041, s0.loss_mask: 0.2122, s1.loss_cls: 0.0823, s1.acc: 94.0284, s1.loss_bbox: 0.1090, s1.loss_mask: 0.0987, s2.loss_cls: 0.0415, s2.acc: 93.8034, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0462, loss: 1.1891 2022-05-12 23:29:28,107 - mmdet - INFO - Epoch [7][3400/7330] lr: 1.000e-04, eta: 3 days, 17:10:03, time: 1.421, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1973, s0.loss_cls: 0.1781, s0.acc: 93.6072, s0.loss_bbox: 0.1016, s0.loss_mask: 0.2072, s1.loss_cls: 0.0830, s1.acc: 94.0043, s1.loss_bbox: 0.1083, s1.loss_mask: 0.0967, s2.loss_cls: 0.0415, s2.acc: 93.8864, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0451, loss: 1.1797 2022-05-12 23:30:40,451 - mmdet - INFO - Epoch [7][3450/7330] lr: 1.000e-04, eta: 3 days, 17:08:41, time: 1.447, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1993, s0.loss_cls: 0.1775, s0.acc: 93.7898, s0.loss_bbox: 0.0994, s0.loss_mask: 0.2148, s1.loss_cls: 0.0837, s1.acc: 94.1585, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1004, s2.loss_cls: 0.0419, s2.acc: 94.0127, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0472, loss: 1.1990 2022-05-12 23:31:53,406 - mmdet - INFO - Epoch [7][3500/7330] lr: 1.000e-04, eta: 3 days, 17:07:22, time: 1.460, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1942, s0.loss_cls: 0.1837, s0.acc: 93.4277, s0.loss_bbox: 0.1082, s0.loss_mask: 0.2183, s1.loss_cls: 0.0861, s1.acc: 93.8537, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1027, s2.loss_cls: 0.0434, s2.acc: 93.6219, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0482, loss: 1.2227 2022-05-12 23:33:06,559 - mmdet - INFO - Epoch [7][3550/7330] lr: 1.000e-04, eta: 3 days, 17:06:03, time: 1.462, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1903, s0.loss_cls: 0.1758, s0.acc: 93.7397, s0.loss_bbox: 0.1033, s0.loss_mask: 0.2136, s1.loss_cls: 0.0820, s1.acc: 94.0952, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1007, s2.loss_cls: 0.0412, s2.acc: 94.0115, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0470, loss: 1.1836 2022-05-12 23:34:19,966 - mmdet - INFO - Epoch [7][3600/7330] lr: 1.000e-04, eta: 3 days, 17:04:46, time: 1.469, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1966, s0.loss_cls: 0.1675, s0.acc: 94.1262, s0.loss_bbox: 0.0953, s0.loss_mask: 0.2093, s1.loss_cls: 0.0783, s1.acc: 94.5483, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0990, s2.loss_cls: 0.0393, s2.acc: 94.3837, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0468, loss: 1.1529 2022-05-12 23:35:32,740 - mmdet - INFO - Epoch [7][3650/7330] lr: 1.000e-04, eta: 3 days, 17:03:25, time: 1.455, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0330, loss_semantic_seg: 0.2112, s0.loss_cls: 0.1752, s0.acc: 93.7905, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2079, s1.loss_cls: 0.0829, s1.acc: 94.1336, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0971, s2.loss_cls: 0.0419, s2.acc: 94.0362, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0457, loss: 1.1873 2022-05-12 23:36:45,866 - mmdet - INFO - Epoch [7][3700/7330] lr: 1.000e-04, eta: 3 days, 17:02:06, time: 1.462, data_time: 0.023, memory: 64756, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1928, s0.loss_cls: 0.1700, s0.acc: 94.1045, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2090, s1.loss_cls: 0.0787, s1.acc: 94.5293, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0973, s2.loss_cls: 0.0402, s2.acc: 94.2998, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0456, loss: 1.1533 2022-05-12 23:37:58,238 - mmdet - INFO - Epoch [7][3750/7330] lr: 1.000e-04, eta: 3 days, 17:00:44, time: 1.448, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1964, s0.loss_cls: 0.1725, s0.acc: 93.8323, s0.loss_bbox: 0.1018, s0.loss_mask: 0.2066, s1.loss_cls: 0.0807, s1.acc: 94.2182, s1.loss_bbox: 0.1071, s1.loss_mask: 0.0970, s2.loss_cls: 0.0408, s2.acc: 94.1452, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0457, loss: 1.1691 2022-05-12 23:39:10,657 - mmdet - INFO - Epoch [7][3800/7330] lr: 1.000e-04, eta: 3 days, 16:59:23, time: 1.448, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.2044, s0.loss_cls: 0.1726, s0.acc: 93.7568, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2046, s1.loss_cls: 0.0808, s1.acc: 94.1783, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0958, s2.loss_cls: 0.0410, s2.acc: 93.9139, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0446, loss: 1.1676 2022-05-12 23:40:24,147 - mmdet - INFO - Epoch [7][3850/7330] lr: 1.000e-04, eta: 3 days, 16:58:06, time: 1.469, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1926, s0.loss_cls: 0.1679, s0.acc: 93.9761, s0.loss_bbox: 0.1001, s0.loss_mask: 0.2060, s1.loss_cls: 0.0789, s1.acc: 94.3884, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0968, s2.loss_cls: 0.0403, s2.acc: 94.2296, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0454, loss: 1.1518 2022-05-12 23:41:36,705 - mmdet - INFO - Epoch [7][3900/7330] lr: 1.000e-04, eta: 3 days, 16:56:44, time: 1.451, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1921, s0.loss_cls: 0.1744, s0.acc: 93.7102, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2139, s1.loss_cls: 0.0818, s1.acc: 94.0919, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1004, s2.loss_cls: 0.0419, s2.acc: 93.8633, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0472, loss: 1.1863 2022-05-12 23:42:50,069 - mmdet - INFO - Epoch [7][3950/7330] lr: 1.000e-04, eta: 3 days, 16:55:27, time: 1.466, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1921, s0.loss_cls: 0.1818, s0.acc: 93.5801, s0.loss_bbox: 0.1048, s0.loss_mask: 0.2115, s1.loss_cls: 0.0855, s1.acc: 93.9377, s1.loss_bbox: 0.1106, s1.loss_mask: 0.0993, s2.loss_cls: 0.0431, s2.acc: 93.7642, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0469, loss: 1.2015 2022-05-12 23:44:03,186 - mmdet - INFO - Epoch [7][4000/7330] lr: 1.000e-04, eta: 3 days, 16:54:08, time: 1.464, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1935, s0.loss_cls: 0.1709, s0.acc: 93.9688, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2072, s1.loss_cls: 0.0799, s1.acc: 94.4156, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0975, s2.loss_cls: 0.0401, s2.acc: 94.2069, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0460, loss: 1.1592 2022-05-12 23:45:15,905 - mmdet - INFO - Epoch [7][4050/7330] lr: 1.000e-04, eta: 3 days, 16:52:48, time: 1.454, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1931, s0.loss_cls: 0.1771, s0.acc: 93.7483, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2056, s1.loss_cls: 0.0821, s1.acc: 94.2233, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0960, s2.loss_cls: 0.0413, s2.acc: 94.0645, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0448, loss: 1.1586 2022-05-12 23:46:28,308 - mmdet - INFO - Epoch [7][4100/7330] lr: 1.000e-04, eta: 3 days, 16:51:26, time: 1.448, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1974, s0.loss_cls: 0.1647, s0.acc: 94.1624, s0.loss_bbox: 0.0928, s0.loss_mask: 0.1994, s1.loss_cls: 0.0783, s1.acc: 94.4403, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0945, s2.loss_cls: 0.0397, s2.acc: 94.1582, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0443, loss: 1.1263 2022-05-12 23:47:40,189 - mmdet - INFO - Epoch [7][4150/7330] lr: 1.000e-04, eta: 3 days, 16:50:02, time: 1.438, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.2001, s0.loss_cls: 0.1766, s0.acc: 93.7786, s0.loss_bbox: 0.0997, s0.loss_mask: 0.2074, s1.loss_cls: 0.0820, s1.acc: 94.1616, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0972, s2.loss_cls: 0.0417, s2.acc: 93.9454, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0458, loss: 1.1777 2022-05-12 23:48:53,283 - mmdet - INFO - Epoch [7][4200/7330] lr: 1.000e-04, eta: 3 days, 16:48:43, time: 1.462, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0326, loss_semantic_seg: 0.1996, s0.loss_cls: 0.1831, s0.acc: 93.5205, s0.loss_bbox: 0.1036, s0.loss_mask: 0.2056, s1.loss_cls: 0.0867, s1.acc: 93.8566, s1.loss_bbox: 0.1089, s1.loss_mask: 0.0959, s2.loss_cls: 0.0436, s2.acc: 93.8285, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0448, loss: 1.1991 2022-05-12 23:50:05,756 - mmdet - INFO - Epoch [7][4250/7330] lr: 1.000e-04, eta: 3 days, 16:47:22, time: 1.449, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.1907, s0.loss_cls: 0.1822, s0.acc: 93.5413, s0.loss_bbox: 0.1059, s0.loss_mask: 0.2140, s1.loss_cls: 0.0863, s1.acc: 93.9633, s1.loss_bbox: 0.1116, s1.loss_mask: 0.0998, s2.loss_cls: 0.0435, s2.acc: 93.7983, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0466, loss: 1.2095 2022-05-12 23:51:18,495 - mmdet - INFO - Epoch [7][4300/7330] lr: 1.000e-04, eta: 3 days, 16:46:02, time: 1.455, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1942, s0.loss_cls: 0.1695, s0.acc: 93.8481, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2076, s1.loss_cls: 0.0789, s1.acc: 94.2747, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0971, s2.loss_cls: 0.0400, s2.acc: 94.0759, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0460, loss: 1.1653 2022-05-12 23:52:30,570 - mmdet - INFO - Epoch [7][4350/7330] lr: 1.000e-04, eta: 3 days, 16:44:38, time: 1.441, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1868, s0.loss_cls: 0.1639, s0.acc: 94.1125, s0.loss_bbox: 0.0984, s0.loss_mask: 0.2046, s1.loss_cls: 0.0764, s1.acc: 94.5670, s1.loss_bbox: 0.1070, s1.loss_mask: 0.0962, s2.loss_cls: 0.0397, s2.acc: 94.2625, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0450, loss: 1.1335 2022-05-12 23:53:43,072 - mmdet - INFO - Epoch [7][4400/7330] lr: 1.000e-04, eta: 3 days, 16:43:17, time: 1.450, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1916, s0.loss_cls: 0.1716, s0.acc: 93.7554, s0.loss_bbox: 0.1034, s0.loss_mask: 0.2142, s1.loss_cls: 0.0796, s1.acc: 94.1936, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1003, s2.loss_cls: 0.0405, s2.acc: 94.0548, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0469, loss: 1.1798 2022-05-12 23:54:57,287 - mmdet - INFO - Epoch [7][4450/7330] lr: 1.000e-04, eta: 3 days, 16:42:03, time: 1.484, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.2006, s0.loss_cls: 0.1884, s0.acc: 93.3179, s0.loss_bbox: 0.1046, s0.loss_mask: 0.2065, s1.loss_cls: 0.0888, s1.acc: 93.7106, s1.loss_bbox: 0.1097, s1.loss_mask: 0.0966, s2.loss_cls: 0.0444, s2.acc: 93.4836, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0456, loss: 1.2109 2022-05-12 23:56:10,213 - mmdet - INFO - Epoch [7][4500/7330] lr: 1.000e-04, eta: 3 days, 16:40:44, time: 1.459, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1948, s0.loss_cls: 0.1815, s0.acc: 93.5615, s0.loss_bbox: 0.1019, s0.loss_mask: 0.2079, s1.loss_cls: 0.0840, s1.acc: 94.0263, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0980, s2.loss_cls: 0.0424, s2.acc: 93.8944, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0457, loss: 1.1812 2022-05-12 23:57:23,645 - mmdet - INFO - Epoch [7][4550/7330] lr: 1.000e-04, eta: 3 days, 16:39:27, time: 1.469, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.2067, s0.loss_cls: 0.1790, s0.acc: 93.6318, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2099, s1.loss_cls: 0.0824, s1.acc: 94.2187, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0978, s2.loss_cls: 0.0406, s2.acc: 94.1710, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0459, loss: 1.1888 2022-05-12 23:58:38,465 - mmdet - INFO - Epoch [7][4600/7330] lr: 1.000e-04, eta: 3 days, 16:38:16, time: 1.496, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1920, s0.loss_cls: 0.1872, s0.acc: 93.4729, s0.loss_bbox: 0.1046, s0.loss_mask: 0.2073, s1.loss_cls: 0.0872, s1.acc: 93.8728, s1.loss_bbox: 0.1115, s1.loss_mask: 0.0965, s2.loss_cls: 0.0438, s2.acc: 93.6437, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0452, loss: 1.1988 2022-05-12 23:59:51,513 - mmdet - INFO - Epoch [7][4650/7330] lr: 1.000e-04, eta: 3 days, 16:36:57, time: 1.461, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.2049, s0.loss_cls: 0.1733, s0.acc: 93.8464, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2083, s1.loss_cls: 0.0808, s1.acc: 94.3460, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0981, s2.loss_cls: 0.0408, s2.acc: 94.0586, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0463, loss: 1.1823 2022-05-13 00:01:06,351 - mmdet - INFO - Epoch [7][4700/7330] lr: 1.000e-04, eta: 3 days, 16:35:46, time: 1.497, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.1945, s0.loss_cls: 0.1743, s0.acc: 93.7588, s0.loss_bbox: 0.1054, s0.loss_mask: 0.2133, s1.loss_cls: 0.0801, s1.acc: 94.2795, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1000, s2.loss_cls: 0.0407, s2.acc: 94.0911, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0469, loss: 1.1887 2022-05-13 00:02:19,697 - mmdet - INFO - Epoch [7][4750/7330] lr: 1.000e-04, eta: 3 days, 16:34:29, time: 1.467, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.2056, s0.loss_cls: 0.1859, s0.acc: 93.5957, s0.loss_bbox: 0.1048, s0.loss_mask: 0.2107, s1.loss_cls: 0.0861, s1.acc: 93.9954, s1.loss_bbox: 0.1097, s1.loss_mask: 0.0983, s2.loss_cls: 0.0440, s2.acc: 93.7580, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0460, loss: 1.2179 2022-05-13 00:03:33,756 - mmdet - INFO - Epoch [7][4800/7330] lr: 1.000e-04, eta: 3 days, 16:33:15, time: 1.481, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0333, loss_semantic_seg: 0.1974, s0.loss_cls: 0.1881, s0.acc: 93.3481, s0.loss_bbox: 0.1077, s0.loss_mask: 0.2125, s1.loss_cls: 0.0887, s1.acc: 93.6729, s1.loss_bbox: 0.1149, s1.loss_mask: 0.0989, s2.loss_cls: 0.0455, s2.acc: 93.4471, s2.loss_bbox: 0.0720, s2.loss_mask: 0.0463, loss: 1.2334 2022-05-13 00:04:46,714 - mmdet - INFO - Epoch [7][4850/7330] lr: 1.000e-04, eta: 3 days, 16:31:55, time: 1.459, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.1960, s0.loss_cls: 0.1817, s0.acc: 93.5212, s0.loss_bbox: 0.1033, s0.loss_mask: 0.2085, s1.loss_cls: 0.0834, s1.acc: 94.1361, s1.loss_bbox: 0.1089, s1.loss_mask: 0.0978, s2.loss_cls: 0.0422, s2.acc: 93.9347, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0457, loss: 1.1958 2022-05-13 00:06:00,249 - mmdet - INFO - Epoch [7][4900/7330] lr: 1.000e-04, eta: 3 days, 16:30:39, time: 1.471, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2059, s0.loss_cls: 0.1885, s0.acc: 93.5127, s0.loss_bbox: 0.1023, s0.loss_mask: 0.2085, s1.loss_cls: 0.0881, s1.acc: 93.9326, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0972, s2.loss_cls: 0.0439, s2.acc: 93.8361, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0457, loss: 1.2095 2022-05-13 00:07:12,443 - mmdet - INFO - Epoch [7][4950/7330] lr: 1.000e-04, eta: 3 days, 16:29:16, time: 1.444, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.2025, s0.loss_cls: 0.1735, s0.acc: 93.6921, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2117, s1.loss_cls: 0.0805, s1.acc: 94.1167, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0993, s2.loss_cls: 0.0409, s2.acc: 94.0302, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0467, loss: 1.1815 2022-05-13 00:08:24,851 - mmdet - INFO - Epoch [7][5000/7330] lr: 1.000e-04, eta: 3 days, 16:27:55, time: 1.446, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1963, s0.loss_cls: 0.1729, s0.acc: 93.8098, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2055, s1.loss_cls: 0.0800, s1.acc: 94.2574, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0960, s2.loss_cls: 0.0401, s2.acc: 94.1526, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0449, loss: 1.1635 2022-05-13 00:09:37,859 - mmdet - INFO - Epoch [7][5050/7330] lr: 1.000e-04, eta: 3 days, 16:26:36, time: 1.461, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1941, s0.loss_cls: 0.1723, s0.acc: 93.8728, s0.loss_bbox: 0.1004, s0.loss_mask: 0.2117, s1.loss_cls: 0.0805, s1.acc: 94.3231, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0982, s2.loss_cls: 0.0402, s2.acc: 94.3196, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0458, loss: 1.1636 2022-05-13 00:10:50,897 - mmdet - INFO - Epoch [7][5100/7330] lr: 1.000e-04, eta: 3 days, 16:25:17, time: 1.461, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1926, s0.loss_cls: 0.1703, s0.acc: 93.8745, s0.loss_bbox: 0.1032, s0.loss_mask: 0.2109, s1.loss_cls: 0.0796, s1.acc: 94.3223, s1.loss_bbox: 0.1087, s1.loss_mask: 0.0990, s2.loss_cls: 0.0396, s2.acc: 94.1036, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0456, loss: 1.1705 2022-05-13 00:12:04,040 - mmdet - INFO - Epoch [7][5150/7330] lr: 1.000e-04, eta: 3 days, 16:23:59, time: 1.461, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1985, s0.loss_cls: 0.1684, s0.acc: 94.0198, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2077, s1.loss_cls: 0.0777, s1.acc: 94.4991, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0972, s2.loss_cls: 0.0394, s2.acc: 94.2832, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0454, loss: 1.1565 2022-05-13 00:13:17,798 - mmdet - INFO - Epoch [7][5200/7330] lr: 1.000e-04, eta: 3 days, 16:22:43, time: 1.477, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0331, loss_semantic_seg: 0.1895, s0.loss_cls: 0.1780, s0.acc: 93.7117, s0.loss_bbox: 0.1051, s0.loss_mask: 0.2115, s1.loss_cls: 0.0824, s1.acc: 94.1263, s1.loss_bbox: 0.1115, s1.loss_mask: 0.0992, s2.loss_cls: 0.0415, s2.acc: 93.9275, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0466, loss: 1.1939 2022-05-13 00:14:30,308 - mmdet - INFO - Epoch [7][5250/7330] lr: 1.000e-04, eta: 3 days, 16:21:22, time: 1.450, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1954, s0.loss_cls: 0.1769, s0.acc: 93.5830, s0.loss_bbox: 0.1027, s0.loss_mask: 0.2088, s1.loss_cls: 0.0815, s1.acc: 94.0835, s1.loss_bbox: 0.1076, s1.loss_mask: 0.0980, s2.loss_cls: 0.0410, s2.acc: 93.8944, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0458, loss: 1.1811 2022-05-13 00:15:42,318 - mmdet - INFO - Epoch [7][5300/7330] lr: 1.000e-04, eta: 3 days, 16:19:59, time: 1.440, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.2048, s0.loss_cls: 0.1701, s0.acc: 94.0588, s0.loss_bbox: 0.0957, s0.loss_mask: 0.2138, s1.loss_cls: 0.0806, s1.acc: 94.4739, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1011, s2.loss_cls: 0.0405, s2.acc: 94.3072, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0475, loss: 1.1761 2022-05-13 00:16:54,588 - mmdet - INFO - Epoch [7][5350/7330] lr: 1.000e-04, eta: 3 days, 16:18:37, time: 1.445, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.1910, s0.loss_cls: 0.1723, s0.acc: 93.6694, s0.loss_bbox: 0.1068, s0.loss_mask: 0.2133, s1.loss_cls: 0.0809, s1.acc: 94.0739, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1002, s2.loss_cls: 0.0413, s2.acc: 93.8305, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0467, loss: 1.1877 2022-05-13 00:18:07,675 - mmdet - INFO - Epoch [7][5400/7330] lr: 1.000e-04, eta: 3 days, 16:17:19, time: 1.462, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1973, s0.loss_cls: 0.1719, s0.acc: 93.8840, s0.loss_bbox: 0.0994, s0.loss_mask: 0.2079, s1.loss_cls: 0.0804, s1.acc: 94.3068, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0976, s2.loss_cls: 0.0405, s2.acc: 94.0891, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0459, loss: 1.1674 2022-05-13 00:19:19,955 - mmdet - INFO - Epoch [7][5450/7330] lr: 1.000e-04, eta: 3 days, 16:15:57, time: 1.446, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1902, s0.loss_cls: 0.1693, s0.acc: 93.9465, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2103, s1.loss_cls: 0.0784, s1.acc: 94.2825, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0983, s2.loss_cls: 0.0399, s2.acc: 94.0936, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0462, loss: 1.1581 2022-05-13 00:20:33,310 - mmdet - INFO - Epoch [7][5500/7330] lr: 1.000e-04, eta: 3 days, 16:14:40, time: 1.467, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0318, loss_semantic_seg: 0.1941, s0.loss_cls: 0.1807, s0.acc: 93.4629, s0.loss_bbox: 0.1044, s0.loss_mask: 0.2080, s1.loss_cls: 0.0859, s1.acc: 93.8539, s1.loss_bbox: 0.1094, s1.loss_mask: 0.0984, s2.loss_cls: 0.0433, s2.acc: 93.6558, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0462, loss: 1.1943 2022-05-13 00:21:46,572 - mmdet - INFO - Epoch [7][5550/7330] lr: 1.000e-04, eta: 3 days, 16:13:22, time: 1.465, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1983, s0.loss_cls: 0.1691, s0.acc: 93.9070, s0.loss_bbox: 0.0998, s0.loss_mask: 0.2061, s1.loss_cls: 0.0784, s1.acc: 94.3734, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0965, s2.loss_cls: 0.0397, s2.acc: 94.1712, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0458, loss: 1.1600 2022-05-13 00:23:00,027 - mmdet - INFO - Epoch [7][5600/7330] lr: 1.000e-04, eta: 3 days, 16:12:05, time: 1.469, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.2057, s0.loss_cls: 0.1631, s0.acc: 94.0916, s0.loss_bbox: 0.0971, s0.loss_mask: 0.2092, s1.loss_cls: 0.0752, s1.acc: 94.5537, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0973, s2.loss_cls: 0.0383, s2.acc: 94.3609, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0457, loss: 1.1524 2022-05-13 00:24:12,222 - mmdet - INFO - Epoch [7][5650/7330] lr: 1.000e-04, eta: 3 days, 16:10:43, time: 1.444, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1859, s0.loss_cls: 0.1723, s0.acc: 93.8350, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2095, s1.loss_cls: 0.0803, s1.acc: 94.2789, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0975, s2.loss_cls: 0.0411, s2.acc: 94.0066, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0460, loss: 1.1615 2022-05-13 00:25:24,870 - mmdet - INFO - Epoch [7][5700/7330] lr: 1.000e-04, eta: 3 days, 16:09:23, time: 1.453, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0320, loss_semantic_seg: 0.1972, s0.loss_cls: 0.1658, s0.acc: 94.0156, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2078, s1.loss_cls: 0.0766, s1.acc: 94.4614, s1.loss_bbox: 0.1054, s1.loss_mask: 0.0972, s2.loss_cls: 0.0389, s2.acc: 94.3306, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0454, loss: 1.1543 2022-05-13 00:26:37,449 - mmdet - INFO - Epoch [7][5750/7330] lr: 1.000e-04, eta: 3 days, 16:08:02, time: 1.452, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1977, s0.loss_cls: 0.1752, s0.acc: 93.9512, s0.loss_bbox: 0.0981, s0.loss_mask: 0.2041, s1.loss_cls: 0.0811, s1.acc: 94.4114, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0960, s2.loss_cls: 0.0405, s2.acc: 94.2827, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0451, loss: 1.1547 2022-05-13 00:27:50,100 - mmdet - INFO - Epoch [7][5800/7330] lr: 1.000e-04, eta: 3 days, 16:06:42, time: 1.453, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1950, s0.loss_cls: 0.1668, s0.acc: 94.0059, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2107, s1.loss_cls: 0.0777, s1.acc: 94.3554, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0994, s2.loss_cls: 0.0390, s2.acc: 94.2115, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0467, loss: 1.1625 2022-05-13 00:29:03,120 - mmdet - INFO - Epoch [7][5850/7330] lr: 1.000e-04, eta: 3 days, 16:05:23, time: 1.460, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1893, s0.loss_cls: 0.1786, s0.acc: 93.5354, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2171, s1.loss_cls: 0.0844, s1.acc: 93.9832, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1025, s2.loss_cls: 0.0422, s2.acc: 93.8805, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0487, loss: 1.1971 2022-05-13 00:30:15,867 - mmdet - INFO - Epoch [7][5900/7330] lr: 1.000e-04, eta: 3 days, 16:04:03, time: 1.455, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.2072, s0.loss_cls: 0.1784, s0.acc: 93.7361, s0.loss_bbox: 0.1032, s0.loss_mask: 0.2064, s1.loss_cls: 0.0836, s1.acc: 94.1547, s1.loss_bbox: 0.1090, s1.loss_mask: 0.0971, s2.loss_cls: 0.0416, s2.acc: 93.9823, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0455, loss: 1.1948 2022-05-13 00:31:29,272 - mmdet - INFO - Epoch [7][5950/7330] lr: 1.000e-04, eta: 3 days, 16:02:46, time: 1.468, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1988, s0.loss_cls: 0.1821, s0.acc: 93.5374, s0.loss_bbox: 0.1039, s0.loss_mask: 0.2163, s1.loss_cls: 0.0859, s1.acc: 93.9294, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1008, s2.loss_cls: 0.0432, s2.acc: 93.7434, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0471, loss: 1.2127 2022-05-13 00:32:42,006 - mmdet - INFO - Epoch [7][6000/7330] lr: 1.000e-04, eta: 3 days, 16:01:27, time: 1.455, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1925, s0.loss_cls: 0.1714, s0.acc: 93.9124, s0.loss_bbox: 0.0984, s0.loss_mask: 0.2078, s1.loss_cls: 0.0802, s1.acc: 94.3348, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0980, s2.loss_cls: 0.0401, s2.acc: 94.1811, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0460, loss: 1.1625 2022-05-13 00:33:56,117 - mmdet - INFO - Epoch [7][6050/7330] lr: 1.000e-04, eta: 3 days, 16:00:13, time: 1.482, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0347, loss_semantic_seg: 0.1923, s0.loss_cls: 0.1837, s0.acc: 93.4573, s0.loss_bbox: 0.1081, s0.loss_mask: 0.2132, s1.loss_cls: 0.0847, s1.acc: 93.9914, s1.loss_bbox: 0.1120, s1.loss_mask: 0.0995, s2.loss_cls: 0.0424, s2.acc: 93.8770, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0465, loss: 1.2138 2022-05-13 00:35:08,257 - mmdet - INFO - Epoch [7][6100/7330] lr: 1.000e-04, eta: 3 days, 15:58:50, time: 1.443, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1942, s0.loss_cls: 0.1695, s0.acc: 93.9939, s0.loss_bbox: 0.0996, s0.loss_mask: 0.2110, s1.loss_cls: 0.0783, s1.acc: 94.4311, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0980, s2.loss_cls: 0.0393, s2.acc: 94.2188, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0453, loss: 1.1520 2022-05-13 00:36:21,718 - mmdet - INFO - Epoch [7][6150/7330] lr: 1.000e-04, eta: 3 days, 15:57:34, time: 1.469, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1969, s0.loss_cls: 0.1660, s0.acc: 93.9873, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2025, s1.loss_cls: 0.0771, s1.acc: 94.3788, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0951, s2.loss_cls: 0.0389, s2.acc: 94.2169, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0444, loss: 1.1436 2022-05-13 00:37:34,355 - mmdet - INFO - Epoch [7][6200/7330] lr: 1.000e-04, eta: 3 days, 15:56:14, time: 1.453, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1857, s0.loss_cls: 0.1602, s0.acc: 94.2832, s0.loss_bbox: 0.0932, s0.loss_mask: 0.2064, s1.loss_cls: 0.0745, s1.acc: 94.6956, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0975, s2.loss_cls: 0.0374, s2.acc: 94.5828, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0454, loss: 1.1199 2022-05-13 00:38:46,355 - mmdet - INFO - Epoch [7][6250/7330] lr: 1.000e-04, eta: 3 days, 15:54:51, time: 1.440, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1911, s0.loss_cls: 0.1614, s0.acc: 94.1270, s0.loss_bbox: 0.0962, s0.loss_mask: 0.2021, s1.loss_cls: 0.0749, s1.acc: 94.5819, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0945, s2.loss_cls: 0.0382, s2.acc: 94.3645, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0445, loss: 1.1214 2022-05-13 00:39:58,913 - mmdet - INFO - Epoch [7][6300/7330] lr: 1.000e-04, eta: 3 days, 15:53:30, time: 1.451, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1881, s0.loss_cls: 0.1682, s0.acc: 93.8215, s0.loss_bbox: 0.1033, s0.loss_mask: 0.2122, s1.loss_cls: 0.0788, s1.acc: 94.2042, s1.loss_bbox: 0.1100, s1.loss_mask: 0.0997, s2.loss_cls: 0.0397, s2.acc: 94.0781, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0464, loss: 1.1684 2022-05-13 00:41:11,103 - mmdet - INFO - Epoch [7][6350/7330] lr: 1.000e-04, eta: 3 days, 15:52:08, time: 1.444, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1984, s0.loss_cls: 0.1615, s0.acc: 94.1887, s0.loss_bbox: 0.0961, s0.loss_mask: 0.2124, s1.loss_cls: 0.0758, s1.acc: 94.6597, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0999, s2.loss_cls: 0.0381, s2.acc: 94.5412, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0472, loss: 1.1492 2022-05-13 00:42:24,492 - mmdet - INFO - Epoch [7][6400/7330] lr: 1.000e-04, eta: 3 days, 15:50:51, time: 1.468, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1940, s0.loss_cls: 0.1641, s0.acc: 94.0286, s0.loss_bbox: 0.0996, s0.loss_mask: 0.2054, s1.loss_cls: 0.0760, s1.acc: 94.4565, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0972, s2.loss_cls: 0.0384, s2.acc: 94.3713, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0457, loss: 1.1430 2022-05-13 00:43:37,625 - mmdet - INFO - Epoch [7][6450/7330] lr: 1.000e-04, eta: 3 days, 15:49:33, time: 1.463, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.1894, s0.loss_cls: 0.1625, s0.acc: 94.1460, s0.loss_bbox: 0.0970, s0.loss_mask: 0.2070, s1.loss_cls: 0.0757, s1.acc: 94.5693, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0968, s2.loss_cls: 0.0377, s2.acc: 94.4088, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0451, loss: 1.1321 2022-05-13 00:44:50,883 - mmdet - INFO - Epoch [7][6500/7330] lr: 1.000e-04, eta: 3 days, 15:48:16, time: 1.465, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1955, s0.loss_cls: 0.1736, s0.acc: 93.8245, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2088, s1.loss_cls: 0.0812, s1.acc: 94.2152, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0972, s2.loss_cls: 0.0410, s2.acc: 94.0677, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0454, loss: 1.1645 2022-05-13 00:46:05,115 - mmdet - INFO - Epoch [7][6550/7330] lr: 1.000e-04, eta: 3 days, 15:47:02, time: 1.484, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1964, s0.loss_cls: 0.1709, s0.acc: 93.9316, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2023, s1.loss_cls: 0.0794, s1.acc: 94.3089, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0949, s2.loss_cls: 0.0403, s2.acc: 94.1753, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0448, loss: 1.1504 2022-05-13 00:47:18,104 - mmdet - INFO - Epoch [7][6600/7330] lr: 1.000e-04, eta: 3 days, 15:45:44, time: 1.460, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1934, s0.loss_cls: 0.1653, s0.acc: 94.0659, s0.loss_bbox: 0.0978, s0.loss_mask: 0.2055, s1.loss_cls: 0.0760, s1.acc: 94.5542, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0963, s2.loss_cls: 0.0387, s2.acc: 94.3574, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0450, loss: 1.1381 2022-05-13 00:48:31,521 - mmdet - INFO - Epoch [7][6650/7330] lr: 1.000e-04, eta: 3 days, 15:44:27, time: 1.469, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1903, s0.loss_cls: 0.1677, s0.acc: 94.0615, s0.loss_bbox: 0.0979, s0.loss_mask: 0.2113, s1.loss_cls: 0.0784, s1.acc: 94.4484, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0985, s2.loss_cls: 0.0396, s2.acc: 94.3045, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0461, loss: 1.1497 2022-05-13 00:49:44,903 - mmdet - INFO - Epoch [7][6700/7330] lr: 1.000e-04, eta: 3 days, 15:43:10, time: 1.468, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.2007, s0.loss_cls: 0.1695, s0.acc: 94.0198, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2094, s1.loss_cls: 0.0790, s1.acc: 94.4174, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0983, s2.loss_cls: 0.0399, s2.acc: 94.2399, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0458, loss: 1.1629 2022-05-13 00:50:58,873 - mmdet - INFO - Epoch [7][6750/7330] lr: 1.000e-04, eta: 3 days, 15:41:56, time: 1.479, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1874, s0.loss_cls: 0.1672, s0.acc: 94.0251, s0.loss_bbox: 0.0980, s0.loss_mask: 0.2045, s1.loss_cls: 0.0772, s1.acc: 94.4683, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0958, s2.loss_cls: 0.0393, s2.acc: 94.2450, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0453, loss: 1.1365 2022-05-13 00:52:11,680 - mmdet - INFO - Epoch [7][6800/7330] lr: 1.000e-04, eta: 3 days, 15:40:36, time: 1.456, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1969, s0.loss_cls: 0.1619, s0.acc: 94.4016, s0.loss_bbox: 0.0959, s0.loss_mask: 0.2023, s1.loss_cls: 0.0744, s1.acc: 94.8980, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0944, s2.loss_cls: 0.0370, s2.acc: 94.7755, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0443, loss: 1.1218 2022-05-13 00:53:24,457 - mmdet - INFO - Epoch [7][6850/7330] lr: 1.000e-04, eta: 3 days, 15:39:17, time: 1.455, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1917, s0.loss_cls: 0.1680, s0.acc: 94.0894, s0.loss_bbox: 0.0981, s0.loss_mask: 0.2069, s1.loss_cls: 0.0779, s1.acc: 94.5362, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0973, s2.loss_cls: 0.0393, s2.acc: 94.3287, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0456, loss: 1.1473 2022-05-13 00:54:37,046 - mmdet - INFO - Epoch [7][6900/7330] lr: 1.000e-04, eta: 3 days, 15:37:57, time: 1.452, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1941, s0.loss_cls: 0.1607, s0.acc: 94.1973, s0.loss_bbox: 0.0951, s0.loss_mask: 0.2046, s1.loss_cls: 0.0761, s1.acc: 94.5923, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0967, s2.loss_cls: 0.0380, s2.acc: 94.5177, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0455, loss: 1.1296 2022-05-13 00:55:49,445 - mmdet - INFO - Epoch [7][6950/7330] lr: 1.000e-04, eta: 3 days, 15:36:36, time: 1.448, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.2020, s0.loss_cls: 0.1671, s0.acc: 93.9866, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2133, s1.loss_cls: 0.0784, s1.acc: 94.3835, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0991, s2.loss_cls: 0.0383, s2.acc: 94.4402, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0468, loss: 1.1690 2022-05-13 00:57:01,406 - mmdet - INFO - Epoch [7][7000/7330] lr: 1.000e-04, eta: 3 days, 15:35:13, time: 1.439, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1915, s0.loss_cls: 0.1631, s0.acc: 94.0190, s0.loss_bbox: 0.1006, s0.loss_mask: 0.2132, s1.loss_cls: 0.0755, s1.acc: 94.5764, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1000, s2.loss_cls: 0.0385, s2.acc: 94.3543, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0469, loss: 1.1556 2022-05-13 00:58:14,372 - mmdet - INFO - Epoch [7][7050/7330] lr: 1.000e-04, eta: 3 days, 15:33:54, time: 1.460, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1916, s0.loss_cls: 0.1723, s0.acc: 93.8262, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2125, s1.loss_cls: 0.0803, s1.acc: 94.0766, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0993, s2.loss_cls: 0.0410, s2.acc: 93.8916, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0462, loss: 1.1694 2022-05-13 00:59:28,151 - mmdet - INFO - Epoch [7][7100/7330] lr: 1.000e-04, eta: 3 days, 15:32:39, time: 1.476, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1881, s0.loss_cls: 0.1741, s0.acc: 93.7961, s0.loss_bbox: 0.1019, s0.loss_mask: 0.2077, s1.loss_cls: 0.0815, s1.acc: 94.2253, s1.loss_bbox: 0.1074, s1.loss_mask: 0.0970, s2.loss_cls: 0.0420, s2.acc: 93.9798, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0455, loss: 1.1681 2022-05-13 01:00:41,522 - mmdet - INFO - Epoch [7][7150/7330] lr: 1.000e-04, eta: 3 days, 15:31:22, time: 1.467, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1948, s0.loss_cls: 0.1665, s0.acc: 94.1323, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2108, s1.loss_cls: 0.0783, s1.acc: 94.4740, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0984, s2.loss_cls: 0.0401, s2.acc: 94.2497, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0464, loss: 1.1598 2022-05-13 01:01:54,493 - mmdet - INFO - Epoch [7][7200/7330] lr: 1.000e-04, eta: 3 days, 15:30:04, time: 1.460, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1984, s0.loss_cls: 0.1659, s0.acc: 94.1616, s0.loss_bbox: 0.0962, s0.loss_mask: 0.2030, s1.loss_cls: 0.0761, s1.acc: 94.5972, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0949, s2.loss_cls: 0.0389, s2.acc: 94.3607, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0446, loss: 1.1313 2022-05-13 01:03:06,696 - mmdet - INFO - Epoch [7][7250/7330] lr: 1.000e-04, eta: 3 days, 15:28:42, time: 1.444, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1837, s0.loss_cls: 0.1594, s0.acc: 94.3950, s0.loss_bbox: 0.0933, s0.loss_mask: 0.2083, s1.loss_cls: 0.0742, s1.acc: 94.8352, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0975, s2.loss_cls: 0.0380, s2.acc: 94.6188, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0457, loss: 1.1111 2022-05-13 01:04:19,935 - mmdet - INFO - Epoch [7][7300/7330] lr: 1.000e-04, eta: 3 days, 15:27:25, time: 1.465, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1990, s0.loss_cls: 0.1777, s0.acc: 93.7224, s0.loss_bbox: 0.1042, s0.loss_mask: 0.2171, s1.loss_cls: 0.0847, s1.acc: 94.0940, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1018, s2.loss_cls: 0.0416, s2.acc: 94.1111, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0478, loss: 1.2072 2022-05-13 01:05:24,140 - mmdet - INFO - Saving checkpoint at 7 epochs 2022-05-13 01:11:02,264 - mmdet - INFO - Evaluating bbox... 2022-05-13 01:11:53,380 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.534 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.729 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.593 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.392 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.581 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.652 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.710 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.710 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.710 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.564 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.753 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.838 2022-05-13 01:11:53,381 - mmdet - INFO - Evaluating segm... 2022-05-13 01:12:54,162 - 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 ] = 0.708 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.508 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.286 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.504 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.648 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.620 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.620 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.620 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.461 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.656 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.765 2022-05-13 01:12:55,401 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-13 01:12:55,402 - mmdet - INFO - Epoch(val) [7][313] bbox_mAP: 0.5340, bbox_mAP_50: 0.7290, bbox_mAP_75: 0.5930, bbox_mAP_s: 0.3920, bbox_mAP_m: 0.5810, bbox_mAP_l: 0.6520, bbox_mAP_copypaste: 0.534 0.729 0.593 0.392 0.581 0.652, segm_mAP: 0.4680, segm_mAP_50: 0.7080, segm_mAP_75: 0.5080, segm_mAP_s: 0.2860, segm_mAP_m: 0.5040, segm_mAP_l: 0.6480, segm_mAP_copypaste: 0.468 0.708 0.508 0.286 0.504 0.648 2022-05-13 01:18:28,834 - mmdet - INFO - Epoch [8][50/7330] lr: 1.000e-04, eta: 3 days, 15:40:16, time: 6.668, data_time: 5.215, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1881, s0.loss_cls: 0.1634, s0.acc: 94.1047, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2048, s1.loss_cls: 0.0747, s1.acc: 94.6151, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0964, s2.loss_cls: 0.0380, s2.acc: 94.4243, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0452, loss: 1.1378 2022-05-13 01:19:42,302 - mmdet - INFO - Epoch [8][100/7330] lr: 1.000e-04, eta: 3 days, 15:38:58, time: 1.469, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1809, s0.loss_cls: 0.1619, s0.acc: 94.0569, s0.loss_bbox: 0.0976, s0.loss_mask: 0.2056, s1.loss_cls: 0.0752, s1.acc: 94.5168, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0959, s2.loss_cls: 0.0384, s2.acc: 94.3162, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0449, loss: 1.1224 2022-05-13 01:20:55,568 - mmdet - INFO - Epoch [8][150/7330] lr: 1.000e-04, eta: 3 days, 15:37:40, time: 1.466, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1848, s0.loss_cls: 0.1799, s0.acc: 93.6116, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2049, s1.loss_cls: 0.0839, s1.acc: 94.0238, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0965, s2.loss_cls: 0.0418, s2.acc: 93.9395, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0455, loss: 1.1695 2022-05-13 01:22:09,940 - mmdet - INFO - Epoch [8][200/7330] lr: 1.000e-04, eta: 3 days, 15:36:26, time: 1.488, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1891, s0.loss_cls: 0.1645, s0.acc: 94.1375, s0.loss_bbox: 0.0997, s0.loss_mask: 0.2000, s1.loss_cls: 0.0762, s1.acc: 94.5651, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0930, s2.loss_cls: 0.0384, s2.acc: 94.4350, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0439, loss: 1.1234 2022-05-13 01:23:22,034 - mmdet - INFO - Epoch [8][250/7330] lr: 1.000e-04, eta: 3 days, 15:35:03, time: 1.442, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1861, s0.loss_cls: 0.1605, s0.acc: 94.2515, s0.loss_bbox: 0.0974, s0.loss_mask: 0.2098, s1.loss_cls: 0.0733, s1.acc: 94.7639, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0991, s2.loss_cls: 0.0378, s2.acc: 94.4888, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0464, loss: 1.1287 2022-05-13 01:24:36,239 - mmdet - INFO - Epoch [8][300/7330] lr: 1.000e-04, eta: 3 days, 15:33:48, time: 1.484, data_time: 0.023, memory: 64756, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1810, s0.loss_cls: 0.1693, s0.acc: 93.8494, s0.loss_bbox: 0.1023, s0.loss_mask: 0.2111, s1.loss_cls: 0.0797, s1.acc: 94.2851, s1.loss_bbox: 0.1104, s1.loss_mask: 0.0999, s2.loss_cls: 0.0404, s2.acc: 93.9999, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0465, loss: 1.1632 2022-05-13 01:25:49,445 - mmdet - INFO - Epoch [8][350/7330] lr: 1.000e-04, eta: 3 days, 15:32:30, time: 1.464, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1882, s0.loss_cls: 0.1808, s0.acc: 93.4500, s0.loss_bbox: 0.1064, s0.loss_mask: 0.2106, s1.loss_cls: 0.0849, s1.acc: 93.9191, s1.loss_bbox: 0.1116, s1.loss_mask: 0.0985, s2.loss_cls: 0.0431, s2.acc: 93.7305, s2.loss_bbox: 0.0699, s2.loss_mask: 0.0462, loss: 1.1955 2022-05-13 01:27:02,406 - mmdet - INFO - Epoch [8][400/7330] lr: 1.000e-04, eta: 3 days, 15:31:10, time: 1.459, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1833, s0.loss_cls: 0.1643, s0.acc: 94.1091, s0.loss_bbox: 0.0948, s0.loss_mask: 0.2030, s1.loss_cls: 0.0765, s1.acc: 94.4714, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0963, s2.loss_cls: 0.0386, s2.acc: 94.3669, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0453, loss: 1.1202 2022-05-13 01:28:15,323 - mmdet - INFO - Epoch [8][450/7330] lr: 1.000e-04, eta: 3 days, 15:29:50, time: 1.458, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1854, s0.loss_cls: 0.1584, s0.acc: 94.2563, s0.loss_bbox: 0.0932, s0.loss_mask: 0.2028, s1.loss_cls: 0.0735, s1.acc: 94.5881, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0949, s2.loss_cls: 0.0368, s2.acc: 94.4297, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0450, loss: 1.1026 2022-05-13 01:29:27,937 - mmdet - INFO - Epoch [8][500/7330] lr: 1.000e-04, eta: 3 days, 15:28:30, time: 1.453, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1853, s0.loss_cls: 0.1551, s0.acc: 94.3511, s0.loss_bbox: 0.0925, s0.loss_mask: 0.2010, s1.loss_cls: 0.0720, s1.acc: 94.7980, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0945, s2.loss_cls: 0.0366, s2.acc: 94.6040, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0445, loss: 1.0994 2022-05-13 01:30:40,633 - mmdet - INFO - Epoch [8][550/7330] lr: 1.000e-04, eta: 3 days, 15:27:09, time: 1.454, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.1889, s0.loss_cls: 0.1682, s0.acc: 93.8567, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2042, s1.loss_cls: 0.0777, s1.acc: 94.3766, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0958, s2.loss_cls: 0.0394, s2.acc: 94.2820, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0453, loss: 1.1447 2022-05-13 01:31:52,973 - mmdet - INFO - Epoch [8][600/7330] lr: 1.000e-04, eta: 3 days, 15:25:47, time: 1.447, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1939, s0.loss_cls: 0.1626, s0.acc: 94.0679, s0.loss_bbox: 0.0979, s0.loss_mask: 0.2040, s1.loss_cls: 0.0756, s1.acc: 94.4822, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0953, s2.loss_cls: 0.0380, s2.acc: 94.2786, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0450, loss: 1.1328 2022-05-13 01:33:05,720 - mmdet - INFO - Epoch [8][650/7330] lr: 1.000e-04, eta: 3 days, 15:24:26, time: 1.454, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1807, s0.loss_cls: 0.1645, s0.acc: 94.0093, s0.loss_bbox: 0.0974, s0.loss_mask: 0.2077, s1.loss_cls: 0.0769, s1.acc: 94.4566, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0976, s2.loss_cls: 0.0391, s2.acc: 94.2498, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0452, loss: 1.1325 2022-05-13 01:34:18,121 - mmdet - INFO - Epoch [8][700/7330] lr: 1.000e-04, eta: 3 days, 15:23:05, time: 1.449, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1991, s0.loss_cls: 0.1622, s0.acc: 94.2244, s0.loss_bbox: 0.0951, s0.loss_mask: 0.2056, s1.loss_cls: 0.0753, s1.acc: 94.6429, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0976, s2.loss_cls: 0.0376, s2.acc: 94.4348, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0458, loss: 1.1368 2022-05-13 01:35:30,781 - mmdet - INFO - Epoch [8][750/7330] lr: 1.000e-04, eta: 3 days, 15:21:44, time: 1.453, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1898, s0.loss_cls: 0.1658, s0.acc: 93.9106, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2068, s1.loss_cls: 0.0777, s1.acc: 94.2681, s1.loss_bbox: 0.1079, s1.loss_mask: 0.0973, s2.loss_cls: 0.0392, s2.acc: 94.1074, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0454, loss: 1.1528 2022-05-13 01:36:43,198 - mmdet - INFO - Epoch [8][800/7330] lr: 1.000e-04, eta: 3 days, 15:20:23, time: 1.448, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.2015, s0.loss_cls: 0.1668, s0.acc: 94.0718, s0.loss_bbox: 0.0965, s0.loss_mask: 0.1986, s1.loss_cls: 0.0785, s1.acc: 94.5030, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0933, s2.loss_cls: 0.0393, s2.acc: 94.3466, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0438, loss: 1.1353 2022-05-13 01:37:55,271 - mmdet - INFO - Epoch [8][850/7330] lr: 1.000e-04, eta: 3 days, 15:19:00, time: 1.441, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1971, s0.loss_cls: 0.1604, s0.acc: 94.2026, s0.loss_bbox: 0.0963, s0.loss_mask: 0.2041, s1.loss_cls: 0.0742, s1.acc: 94.7180, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0964, s2.loss_cls: 0.0377, s2.acc: 94.5337, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0457, loss: 1.1265 2022-05-13 01:39:09,501 - mmdet - INFO - Epoch [8][900/7330] lr: 1.000e-04, eta: 3 days, 15:17:45, time: 1.485, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1915, s0.loss_cls: 0.1687, s0.acc: 93.8381, s0.loss_bbox: 0.1023, s0.loss_mask: 0.2116, s1.loss_cls: 0.0785, s1.acc: 94.2716, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0985, s2.loss_cls: 0.0399, s2.acc: 94.0821, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0462, loss: 1.1617 2022-05-13 01:40:22,551 - mmdet - INFO - Epoch [8][950/7330] lr: 1.000e-04, eta: 3 days, 15:16:26, time: 1.461, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1884, s0.loss_cls: 0.1558, s0.acc: 94.3015, s0.loss_bbox: 0.0964, s0.loss_mask: 0.2041, s1.loss_cls: 0.0722, s1.acc: 94.8350, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0956, s2.loss_cls: 0.0366, s2.acc: 94.5211, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0446, loss: 1.1167 2022-05-13 01:41:35,636 - mmdet - INFO - Epoch [8][1000/7330] lr: 1.000e-04, eta: 3 days, 15:15:07, time: 1.462, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1844, s0.loss_cls: 0.1573, s0.acc: 94.3120, s0.loss_bbox: 0.0920, s0.loss_mask: 0.2024, s1.loss_cls: 0.0734, s1.acc: 94.7378, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0962, s2.loss_cls: 0.0370, s2.acc: 94.6183, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0454, loss: 1.0983 2022-05-13 01:42:48,137 - mmdet - INFO - Epoch [8][1050/7330] lr: 1.000e-04, eta: 3 days, 15:13:46, time: 1.450, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1863, s0.loss_cls: 0.1577, s0.acc: 94.1777, s0.loss_bbox: 0.0940, s0.loss_mask: 0.2031, s1.loss_cls: 0.0740, s1.acc: 94.5627, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0959, s2.loss_cls: 0.0380, s2.acc: 94.3483, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0453, loss: 1.1132 2022-05-13 01:44:00,987 - mmdet - INFO - Epoch [8][1100/7330] lr: 1.000e-04, eta: 3 days, 15:12:26, time: 1.457, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1976, s0.loss_cls: 0.1529, s0.acc: 94.4414, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1980, s1.loss_cls: 0.0716, s1.acc: 94.7614, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0940, s2.loss_cls: 0.0366, s2.acc: 94.6089, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0443, loss: 1.0969 2022-05-13 01:45:14,770 - mmdet - INFO - Epoch [8][1150/7330] lr: 1.000e-04, eta: 3 days, 15:11:10, time: 1.476, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1908, s0.loss_cls: 0.1650, s0.acc: 94.0938, s0.loss_bbox: 0.0943, s0.loss_mask: 0.2086, s1.loss_cls: 0.0762, s1.acc: 94.5642, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0982, s2.loss_cls: 0.0392, s2.acc: 94.2926, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0462, loss: 1.1391 2022-05-13 01:46:27,228 - mmdet - INFO - Epoch [8][1200/7330] lr: 1.000e-04, eta: 3 days, 15:09:49, time: 1.449, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1833, s0.loss_cls: 0.1515, s0.acc: 94.4094, s0.loss_bbox: 0.0934, s0.loss_mask: 0.2030, s1.loss_cls: 0.0704, s1.acc: 94.8200, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0958, s2.loss_cls: 0.0362, s2.acc: 94.6070, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0447, loss: 1.0874 2022-05-13 01:47:38,966 - mmdet - INFO - Epoch [8][1250/7330] lr: 1.000e-04, eta: 3 days, 15:08:25, time: 1.435, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1914, s0.loss_cls: 0.1654, s0.acc: 94.0229, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2102, s1.loss_cls: 0.0773, s1.acc: 94.4525, s1.loss_bbox: 0.1071, s1.loss_mask: 0.0972, s2.loss_cls: 0.0395, s2.acc: 94.2620, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0457, loss: 1.1555 2022-05-13 01:48:51,167 - mmdet - INFO - Epoch [8][1300/7330] lr: 1.000e-04, eta: 3 days, 15:07:02, time: 1.444, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1877, s0.loss_cls: 0.1642, s0.acc: 94.0928, s0.loss_bbox: 0.0985, s0.loss_mask: 0.2088, s1.loss_cls: 0.0760, s1.acc: 94.5373, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0975, s2.loss_cls: 0.0379, s2.acc: 94.3794, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0460, loss: 1.1362 2022-05-13 01:50:04,111 - mmdet - INFO - Epoch [8][1350/7330] lr: 1.000e-04, eta: 3 days, 15:05:43, time: 1.459, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1904, s0.loss_cls: 0.1651, s0.acc: 94.1045, s0.loss_bbox: 0.0945, s0.loss_mask: 0.2022, s1.loss_cls: 0.0771, s1.acc: 94.5983, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0958, s2.loss_cls: 0.0398, s2.acc: 94.2592, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0455, loss: 1.1293 2022-05-13 01:51:17,195 - mmdet - INFO - Epoch [8][1400/7330] lr: 1.000e-04, eta: 3 days, 15:04:24, time: 1.462, data_time: 0.024, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1892, s0.loss_cls: 0.1783, s0.acc: 93.6699, s0.loss_bbox: 0.1000, s0.loss_mask: 0.2081, s1.loss_cls: 0.0832, s1.acc: 94.1445, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0981, s2.loss_cls: 0.0419, s2.acc: 94.0276, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0459, loss: 1.1683 2022-05-13 01:52:30,193 - mmdet - INFO - Epoch [8][1450/7330] lr: 1.000e-04, eta: 3 days, 15:03:05, time: 1.460, data_time: 0.024, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1931, s0.loss_cls: 0.1745, s0.acc: 93.7747, s0.loss_bbox: 0.1004, s0.loss_mask: 0.2032, s1.loss_cls: 0.0810, s1.acc: 94.2224, s1.loss_bbox: 0.1087, s1.loss_mask: 0.0942, s2.loss_cls: 0.0410, s2.acc: 93.9286, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0443, loss: 1.1619 2022-05-13 01:53:44,249 - mmdet - INFO - Epoch [8][1500/7330] lr: 1.000e-04, eta: 3 days, 15:01:50, time: 1.481, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1835, s0.loss_cls: 0.1738, s0.acc: 93.7590, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2048, s1.loss_cls: 0.0814, s1.acc: 94.1886, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0953, s2.loss_cls: 0.0408, s2.acc: 94.0511, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0450, loss: 1.1492 2022-05-13 01:54:57,756 - mmdet - INFO - Epoch [8][1550/7330] lr: 1.000e-04, eta: 3 days, 15:00:33, time: 1.470, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1905, s0.loss_cls: 0.1624, s0.acc: 94.1423, s0.loss_bbox: 0.0958, s0.loss_mask: 0.2011, s1.loss_cls: 0.0756, s1.acc: 94.5446, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0941, s2.loss_cls: 0.0383, s2.acc: 94.3731, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0440, loss: 1.1177 2022-05-13 01:56:10,866 - mmdet - INFO - Epoch [8][1600/7330] lr: 1.000e-04, eta: 3 days, 14:59:15, time: 1.463, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1875, s0.loss_cls: 0.1783, s0.acc: 93.7190, s0.loss_bbox: 0.1015, s0.loss_mask: 0.2061, s1.loss_cls: 0.0828, s1.acc: 94.1930, s1.loss_bbox: 0.1088, s1.loss_mask: 0.0964, s2.loss_cls: 0.0412, s2.acc: 94.1125, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0452, loss: 1.1665 2022-05-13 01:57:24,288 - mmdet - INFO - Epoch [8][1650/7330] lr: 1.000e-04, eta: 3 days, 14:57:57, time: 1.468, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1922, s0.loss_cls: 0.1765, s0.acc: 93.7632, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2079, s1.loss_cls: 0.0824, s1.acc: 94.2437, s1.loss_bbox: 0.1075, s1.loss_mask: 0.0976, s2.loss_cls: 0.0419, s2.acc: 93.9887, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0458, loss: 1.1732 2022-05-13 01:58:37,010 - mmdet - INFO - Epoch [8][1700/7330] lr: 1.000e-04, eta: 3 days, 14:56:37, time: 1.454, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1855, s0.loss_cls: 0.1686, s0.acc: 93.9688, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2062, s1.loss_cls: 0.0796, s1.acc: 94.3195, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0972, s2.loss_cls: 0.0408, s2.acc: 94.0030, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0455, loss: 1.1447 2022-05-13 01:59:49,757 - mmdet - INFO - Epoch [8][1750/7330] lr: 1.000e-04, eta: 3 days, 14:55:17, time: 1.455, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1965, s0.loss_cls: 0.1758, s0.acc: 93.7019, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2048, s1.loss_cls: 0.0824, s1.acc: 94.1434, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0944, s2.loss_cls: 0.0416, s2.acc: 93.9247, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0444, loss: 1.1579 2022-05-13 02:01:05,434 - mmdet - INFO - Epoch [8][1800/7330] lr: 1.000e-04, eta: 3 days, 14:54:09, time: 1.514, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1953, s0.loss_cls: 0.1761, s0.acc: 93.7297, s0.loss_bbox: 0.0998, s0.loss_mask: 0.2032, s1.loss_cls: 0.0822, s1.acc: 94.1526, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0948, s2.loss_cls: 0.0411, s2.acc: 94.0568, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0448, loss: 1.1607 2022-05-13 02:02:18,667 - mmdet - INFO - Epoch [8][1850/7330] lr: 1.000e-04, eta: 3 days, 14:52:50, time: 1.464, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1867, s0.loss_cls: 0.1759, s0.acc: 93.7996, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2108, s1.loss_cls: 0.0818, s1.acc: 94.2287, s1.loss_bbox: 0.1090, s1.loss_mask: 0.0976, s2.loss_cls: 0.0415, s2.acc: 94.1577, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0456, loss: 1.1747 2022-05-13 02:03:32,818 - mmdet - INFO - Epoch [8][1900/7330] lr: 1.000e-04, eta: 3 days, 14:51:36, time: 1.483, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1922, s0.loss_cls: 0.1721, s0.acc: 93.8201, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2109, s1.loss_cls: 0.0815, s1.acc: 94.1872, s1.loss_bbox: 0.1079, s1.loss_mask: 0.0982, s2.loss_cls: 0.0420, s2.acc: 93.9759, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0458, loss: 1.1752 2022-05-13 02:04:46,404 - mmdet - INFO - Epoch [8][1950/7330] lr: 1.000e-04, eta: 3 days, 14:50:19, time: 1.471, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.1973, s0.loss_cls: 0.1718, s0.acc: 93.8711, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2078, s1.loss_cls: 0.0801, s1.acc: 94.3217, s1.loss_bbox: 0.1054, s1.loss_mask: 0.0984, s2.loss_cls: 0.0400, s2.acc: 94.2192, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0463, loss: 1.1677 2022-05-13 02:05:59,736 - mmdet - INFO - Epoch [8][2000/7330] lr: 1.000e-04, eta: 3 days, 14:49:02, time: 1.467, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1879, s0.loss_cls: 0.1693, s0.acc: 93.8337, s0.loss_bbox: 0.1034, s0.loss_mask: 0.2049, s1.loss_cls: 0.0789, s1.acc: 94.2398, s1.loss_bbox: 0.1110, s1.loss_mask: 0.0961, s2.loss_cls: 0.0399, s2.acc: 94.0247, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0453, loss: 1.1588 2022-05-13 02:07:13,708 - mmdet - INFO - Epoch [8][2050/7330] lr: 1.000e-04, eta: 3 days, 14:47:46, time: 1.479, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.1974, s0.loss_cls: 0.1761, s0.acc: 93.7256, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2052, s1.loss_cls: 0.0808, s1.acc: 94.1668, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0958, s2.loss_cls: 0.0407, s2.acc: 93.9615, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0449, loss: 1.1672 2022-05-13 02:08:27,827 - mmdet - INFO - Epoch [8][2100/7330] lr: 1.000e-04, eta: 3 days, 14:46:32, time: 1.483, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.1892, s0.loss_cls: 0.1745, s0.acc: 93.6384, s0.loss_bbox: 0.1043, s0.loss_mask: 0.2130, s1.loss_cls: 0.0815, s1.acc: 94.0805, s1.loss_bbox: 0.1103, s1.loss_mask: 0.0993, s2.loss_cls: 0.0407, s2.acc: 93.9984, s2.loss_bbox: 0.0694, s2.loss_mask: 0.0463, loss: 1.1855 2022-05-13 02:09:41,773 - mmdet - INFO - Epoch [8][2150/7330] lr: 1.000e-04, eta: 3 days, 14:45:17, time: 1.479, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0325, loss_semantic_seg: 0.1909, s0.loss_cls: 0.1716, s0.acc: 93.8345, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2075, s1.loss_cls: 0.0797, s1.acc: 94.2524, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0972, s2.loss_cls: 0.0407, s2.acc: 94.0121, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0460, loss: 1.1631 2022-05-13 02:10:55,753 - mmdet - INFO - Epoch [8][2200/7330] lr: 1.000e-04, eta: 3 days, 14:44:01, time: 1.480, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1892, s0.loss_cls: 0.1598, s0.acc: 94.1667, s0.loss_bbox: 0.0962, s0.loss_mask: 0.2093, s1.loss_cls: 0.0740, s1.acc: 94.5841, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0975, s2.loss_cls: 0.0374, s2.acc: 94.4303, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0460, loss: 1.1295 2022-05-13 02:12:09,758 - mmdet - INFO - Epoch [8][2250/7330] lr: 1.000e-04, eta: 3 days, 14:42:46, time: 1.480, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1844, s0.loss_cls: 0.1666, s0.acc: 93.9304, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2109, s1.loss_cls: 0.0777, s1.acc: 94.3931, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0984, s2.loss_cls: 0.0403, s2.acc: 94.0732, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0458, loss: 1.1536 2022-05-13 02:13:22,635 - mmdet - INFO - Epoch [8][2300/7330] lr: 1.000e-04, eta: 3 days, 14:41:27, time: 1.457, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1888, s0.loss_cls: 0.1753, s0.acc: 93.8123, s0.loss_bbox: 0.0994, s0.loss_mask: 0.2092, s1.loss_cls: 0.0822, s1.acc: 94.1702, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0978, s2.loss_cls: 0.0406, s2.acc: 94.1311, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0463, loss: 1.1615 2022-05-13 02:14:35,879 - mmdet - INFO - Epoch [8][2350/7330] lr: 1.000e-04, eta: 3 days, 14:40:09, time: 1.464, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1916, s0.loss_cls: 0.1546, s0.acc: 94.4873, s0.loss_bbox: 0.0900, s0.loss_mask: 0.2035, s1.loss_cls: 0.0721, s1.acc: 94.9046, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0954, s2.loss_cls: 0.0368, s2.acc: 94.7854, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0452, loss: 1.0996 2022-05-13 02:15:48,294 - mmdet - INFO - Epoch [8][2400/7330] lr: 1.000e-04, eta: 3 days, 14:38:48, time: 1.449, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.1873, s0.loss_cls: 0.1639, s0.acc: 94.0486, s0.loss_bbox: 0.0994, s0.loss_mask: 0.2118, s1.loss_cls: 0.0776, s1.acc: 94.4411, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0994, s2.loss_cls: 0.0394, s2.acc: 94.1173, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0460, loss: 1.1491 2022-05-13 02:17:00,608 - mmdet - INFO - Epoch [8][2450/7330] lr: 1.000e-04, eta: 3 days, 14:37:26, time: 1.446, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1876, s0.loss_cls: 0.1618, s0.acc: 94.1841, s0.loss_bbox: 0.0967, s0.loss_mask: 0.2037, s1.loss_cls: 0.0754, s1.acc: 94.6063, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0953, s2.loss_cls: 0.0382, s2.acc: 94.3711, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0444, loss: 1.1206 2022-05-13 02:18:13,389 - mmdet - INFO - Epoch [8][2500/7330] lr: 1.000e-04, eta: 3 days, 14:36:06, time: 1.456, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1857, s0.loss_cls: 0.1634, s0.acc: 94.1416, s0.loss_bbox: 0.0997, s0.loss_mask: 0.2054, s1.loss_cls: 0.0746, s1.acc: 94.6192, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0962, s2.loss_cls: 0.0377, s2.acc: 94.4498, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0449, loss: 1.1337 2022-05-13 02:19:27,108 - mmdet - INFO - Epoch [8][2550/7330] lr: 1.000e-04, eta: 3 days, 14:34:50, time: 1.474, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1904, s0.loss_cls: 0.1756, s0.acc: 93.7122, s0.loss_bbox: 0.1019, s0.loss_mask: 0.2077, s1.loss_cls: 0.0825, s1.acc: 94.1397, s1.loss_bbox: 0.1090, s1.loss_mask: 0.0972, s2.loss_cls: 0.0417, s2.acc: 94.0089, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0452, loss: 1.1726 2022-05-13 02:20:41,042 - mmdet - INFO - Epoch [8][2600/7330] lr: 1.000e-04, eta: 3 days, 14:33:35, time: 1.479, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1829, s0.loss_cls: 0.1620, s0.acc: 94.2241, s0.loss_bbox: 0.0947, s0.loss_mask: 0.2006, s1.loss_cls: 0.0732, s1.acc: 94.8620, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0936, s2.loss_cls: 0.0370, s2.acc: 94.6825, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0437, loss: 1.1033 2022-05-13 02:21:55,041 - mmdet - INFO - Epoch [8][2650/7330] lr: 1.000e-04, eta: 3 days, 14:32:20, time: 1.480, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1940, s0.loss_cls: 0.1726, s0.acc: 93.7742, s0.loss_bbox: 0.0962, s0.loss_mask: 0.2008, s1.loss_cls: 0.0817, s1.acc: 94.2040, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0938, s2.loss_cls: 0.0410, s2.acc: 93.9781, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0444, loss: 1.1433 2022-05-13 02:23:09,328 - mmdet - INFO - Epoch [8][2700/7330] lr: 1.000e-04, eta: 3 days, 14:31:06, time: 1.486, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.1873, s0.loss_cls: 0.1748, s0.acc: 93.7673, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2074, s1.loss_cls: 0.0837, s1.acc: 94.0221, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0970, s2.loss_cls: 0.0417, s2.acc: 93.9300, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0452, loss: 1.1638 2022-05-13 02:24:22,527 - mmdet - INFO - Epoch [8][2750/7330] lr: 1.000e-04, eta: 3 days, 14:29:48, time: 1.464, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1940, s0.loss_cls: 0.1719, s0.acc: 93.7234, s0.loss_bbox: 0.1013, s0.loss_mask: 0.2104, s1.loss_cls: 0.0808, s1.acc: 94.0689, s1.loss_bbox: 0.1078, s1.loss_mask: 0.0988, s2.loss_cls: 0.0413, s2.acc: 93.7766, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0461, loss: 1.1753 2022-05-13 02:25:35,486 - mmdet - INFO - Epoch [8][2800/7330] lr: 1.000e-04, eta: 3 days, 14:28:29, time: 1.459, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.1933, s0.loss_cls: 0.1738, s0.acc: 93.6934, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2046, s1.loss_cls: 0.0803, s1.acc: 94.1603, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0960, s2.loss_cls: 0.0408, s2.acc: 93.9265, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0454, loss: 1.1637 2022-05-13 02:26:49,027 - mmdet - INFO - Epoch [8][2850/7330] lr: 1.000e-04, eta: 3 days, 14:27:12, time: 1.471, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0328, loss_semantic_seg: 0.1945, s0.loss_cls: 0.1670, s0.acc: 93.9543, s0.loss_bbox: 0.0999, s0.loss_mask: 0.2128, s1.loss_cls: 0.0764, s1.acc: 94.4090, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0988, s2.loss_cls: 0.0384, s2.acc: 94.3108, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0462, loss: 1.1639 2022-05-13 02:28:02,038 - mmdet - INFO - Epoch [8][2900/7330] lr: 1.000e-04, eta: 3 days, 14:25:53, time: 1.460, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1931, s0.loss_cls: 0.1709, s0.acc: 93.8792, s0.loss_bbox: 0.0997, s0.loss_mask: 0.2105, s1.loss_cls: 0.0801, s1.acc: 94.3277, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0993, s2.loss_cls: 0.0407, s2.acc: 94.0297, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0468, loss: 1.1671 2022-05-13 02:29:15,221 - mmdet - INFO - Epoch [8][2950/7330] lr: 1.000e-04, eta: 3 days, 14:24:35, time: 1.464, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1825, s0.loss_cls: 0.1606, s0.acc: 94.3091, s0.loss_bbox: 0.0953, s0.loss_mask: 0.1998, s1.loss_cls: 0.0750, s1.acc: 94.7416, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0934, s2.loss_cls: 0.0378, s2.acc: 94.5399, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0438, loss: 1.1058 2022-05-13 02:30:28,720 - mmdet - INFO - Epoch [8][3000/7330] lr: 1.000e-04, eta: 3 days, 14:23:18, time: 1.470, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1932, s0.loss_cls: 0.1721, s0.acc: 93.8220, s0.loss_bbox: 0.1013, s0.loss_mask: 0.2062, s1.loss_cls: 0.0806, s1.acc: 94.2378, s1.loss_bbox: 0.1093, s1.loss_mask: 0.0967, s2.loss_cls: 0.0404, s2.acc: 94.1683, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0454, loss: 1.1666 2022-05-13 02:31:43,194 - mmdet - INFO - Epoch [8][3050/7330] lr: 1.000e-04, eta: 3 days, 14:22:05, time: 1.489, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1885, s0.loss_cls: 0.1664, s0.acc: 93.9915, s0.loss_bbox: 0.0959, s0.loss_mask: 0.2073, s1.loss_cls: 0.0775, s1.acc: 94.4424, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0979, s2.loss_cls: 0.0389, s2.acc: 94.3607, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0465, loss: 1.1433 2022-05-13 02:32:56,290 - mmdet - INFO - Epoch [8][3100/7330] lr: 1.000e-04, eta: 3 days, 14:20:46, time: 1.461, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.2012, s0.loss_cls: 0.1743, s0.acc: 93.7888, s0.loss_bbox: 0.1028, s0.loss_mask: 0.2096, s1.loss_cls: 0.0834, s1.acc: 94.1881, s1.loss_bbox: 0.1075, s1.loss_mask: 0.0982, s2.loss_cls: 0.0420, s2.acc: 93.9124, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0458, loss: 1.1817 2022-05-13 02:34:09,595 - mmdet - INFO - Epoch [8][3150/7330] lr: 1.000e-04, eta: 3 days, 14:19:29, time: 1.467, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1867, s0.loss_cls: 0.1690, s0.acc: 93.8271, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2045, s1.loss_cls: 0.0785, s1.acc: 94.3082, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0963, s2.loss_cls: 0.0397, s2.acc: 94.0563, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0452, loss: 1.1369 2022-05-13 02:35:22,591 - mmdet - INFO - Epoch [8][3200/7330] lr: 1.000e-04, eta: 3 days, 14:18:10, time: 1.460, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1940, s0.loss_cls: 0.1633, s0.acc: 94.1487, s0.loss_bbox: 0.0985, s0.loss_mask: 0.2050, s1.loss_cls: 0.0752, s1.acc: 94.6710, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0959, s2.loss_cls: 0.0384, s2.acc: 94.4706, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0446, loss: 1.1389 2022-05-13 02:36:35,618 - mmdet - INFO - Epoch [8][3250/7330] lr: 1.000e-04, eta: 3 days, 14:16:52, time: 1.460, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1918, s0.loss_cls: 0.1658, s0.acc: 94.0623, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2054, s1.loss_cls: 0.0768, s1.acc: 94.5384, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0960, s2.loss_cls: 0.0387, s2.acc: 94.4172, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0449, loss: 1.1435 2022-05-13 02:37:48,882 - mmdet - INFO - Epoch [8][3300/7330] lr: 1.000e-04, eta: 3 days, 14:15:34, time: 1.465, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1899, s0.loss_cls: 0.1583, s0.acc: 94.1062, s0.loss_bbox: 0.0955, s0.loss_mask: 0.2021, s1.loss_cls: 0.0736, s1.acc: 94.4546, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0946, s2.loss_cls: 0.0366, s2.acc: 94.4025, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0445, loss: 1.1109 2022-05-13 02:39:01,821 - mmdet - INFO - Epoch [8][3350/7330] lr: 1.000e-04, eta: 3 days, 14:14:15, time: 1.459, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0324, loss_semantic_seg: 0.1968, s0.loss_cls: 0.1691, s0.acc: 93.9390, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2009, s1.loss_cls: 0.0779, s1.acc: 94.4069, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0946, s2.loss_cls: 0.0392, s2.acc: 94.2462, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0445, loss: 1.1479 2022-05-13 02:40:15,430 - mmdet - INFO - Epoch [8][3400/7330] lr: 1.000e-04, eta: 3 days, 14:12:58, time: 1.473, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0322, loss_semantic_seg: 0.1917, s0.loss_cls: 0.1704, s0.acc: 93.7996, s0.loss_bbox: 0.0992, s0.loss_mask: 0.2040, s1.loss_cls: 0.0798, s1.acc: 94.1335, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0954, s2.loss_cls: 0.0409, s2.acc: 93.9201, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0446, loss: 1.1533 2022-05-13 02:41:28,506 - mmdet - INFO - Epoch [8][3450/7330] lr: 1.000e-04, eta: 3 days, 14:11:40, time: 1.461, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1966, s0.loss_cls: 0.1597, s0.acc: 94.2969, s0.loss_bbox: 0.0918, s0.loss_mask: 0.2027, s1.loss_cls: 0.0740, s1.acc: 94.7012, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0955, s2.loss_cls: 0.0369, s2.acc: 94.6404, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0450, loss: 1.1134 2022-05-13 02:42:41,388 - mmdet - INFO - Epoch [8][3500/7330] lr: 1.000e-04, eta: 3 days, 14:10:21, time: 1.458, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1994, s0.loss_cls: 0.1545, s0.acc: 94.4226, s0.loss_bbox: 0.0915, s0.loss_mask: 0.2016, s1.loss_cls: 0.0719, s1.acc: 94.8202, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0944, s2.loss_cls: 0.0359, s2.acc: 94.7441, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0447, loss: 1.1019 2022-05-13 02:43:54,737 - mmdet - INFO - Epoch [8][3550/7330] lr: 1.000e-04, eta: 3 days, 14:09:03, time: 1.467, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1913, s0.loss_cls: 0.1550, s0.acc: 94.3806, s0.loss_bbox: 0.0927, s0.loss_mask: 0.2045, s1.loss_cls: 0.0720, s1.acc: 94.7257, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0954, s2.loss_cls: 0.0364, s2.acc: 94.5156, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0449, loss: 1.1042 2022-05-13 02:45:07,573 - mmdet - INFO - Epoch [8][3600/7330] lr: 1.000e-04, eta: 3 days, 14:07:44, time: 1.457, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1903, s0.loss_cls: 0.1603, s0.acc: 94.2046, s0.loss_bbox: 0.0946, s0.loss_mask: 0.2031, s1.loss_cls: 0.0746, s1.acc: 94.6620, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0949, s2.loss_cls: 0.0374, s2.acc: 94.5994, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0447, loss: 1.1195 2022-05-13 02:46:19,604 - mmdet - INFO - Epoch [8][3650/7330] lr: 1.000e-04, eta: 3 days, 14:06:22, time: 1.441, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1894, s0.loss_cls: 0.1525, s0.acc: 94.4175, s0.loss_bbox: 0.0934, s0.loss_mask: 0.2027, s1.loss_cls: 0.0698, s1.acc: 94.9671, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0957, s2.loss_cls: 0.0350, s2.acc: 94.8842, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0450, loss: 1.0981 2022-05-13 02:47:32,244 - mmdet - INFO - Epoch [8][3700/7330] lr: 1.000e-04, eta: 3 days, 14:05:01, time: 1.453, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1892, s0.loss_cls: 0.1497, s0.acc: 94.5222, s0.loss_bbox: 0.0942, s0.loss_mask: 0.2089, s1.loss_cls: 0.0695, s1.acc: 94.9593, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0980, s2.loss_cls: 0.0352, s2.acc: 94.8191, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0460, loss: 1.1064 2022-05-13 02:48:45,660 - mmdet - INFO - Epoch [8][3750/7330] lr: 1.000e-04, eta: 3 days, 14:03:44, time: 1.468, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1996, s0.loss_cls: 0.1595, s0.acc: 94.0671, s0.loss_bbox: 0.0953, s0.loss_mask: 0.2041, s1.loss_cls: 0.0734, s1.acc: 94.5802, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0954, s2.loss_cls: 0.0370, s2.acc: 94.4185, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0447, loss: 1.1257 2022-05-13 02:49:58,743 - mmdet - INFO - Epoch [8][3800/7330] lr: 1.000e-04, eta: 3 days, 14:02:26, time: 1.462, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1935, s0.loss_cls: 0.1652, s0.acc: 94.1199, s0.loss_bbox: 0.0978, s0.loss_mask: 0.2064, s1.loss_cls: 0.0768, s1.acc: 94.6002, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0966, s2.loss_cls: 0.0386, s2.acc: 94.3636, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0455, loss: 1.1430 2022-05-13 02:51:11,647 - mmdet - INFO - Epoch [8][3850/7330] lr: 1.000e-04, eta: 3 days, 14:01:07, time: 1.458, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.1926, s0.loss_cls: 0.1673, s0.acc: 93.9683, s0.loss_bbox: 0.0985, s0.loss_mask: 0.2052, s1.loss_cls: 0.0782, s1.acc: 94.3509, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0961, s2.loss_cls: 0.0405, s2.acc: 94.0640, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0448, loss: 1.1483 2022-05-13 02:52:24,409 - mmdet - INFO - Epoch [8][3900/7330] lr: 1.000e-04, eta: 3 days, 13:59:47, time: 1.455, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1875, s0.loss_cls: 0.1584, s0.acc: 94.3120, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1972, s1.loss_cls: 0.0740, s1.acc: 94.7338, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0921, s2.loss_cls: 0.0370, s2.acc: 94.5739, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0433, loss: 1.0919 2022-05-13 02:53:37,749 - mmdet - INFO - Epoch [8][3950/7330] lr: 1.000e-04, eta: 3 days, 13:58:30, time: 1.467, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1870, s0.loss_cls: 0.1664, s0.acc: 93.9805, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2105, s1.loss_cls: 0.0769, s1.acc: 94.4285, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0988, s2.loss_cls: 0.0387, s2.acc: 94.2609, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0465, loss: 1.1471 2022-05-13 02:54:49,856 - mmdet - INFO - Epoch [8][4000/7330] lr: 1.000e-04, eta: 3 days, 13:57:08, time: 1.442, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1943, s0.loss_cls: 0.1738, s0.acc: 93.8091, s0.loss_bbox: 0.0988, s0.loss_mask: 0.2095, s1.loss_cls: 0.0797, s1.acc: 94.2602, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0977, s2.loss_cls: 0.0406, s2.acc: 94.0157, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0456, loss: 1.1667 2022-05-13 02:56:02,730 - mmdet - INFO - Epoch [8][4050/7330] lr: 1.000e-04, eta: 3 days, 13:55:49, time: 1.457, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1977, s0.loss_cls: 0.1731, s0.acc: 93.9089, s0.loss_bbox: 0.0999, s0.loss_mask: 0.2142, s1.loss_cls: 0.0803, s1.acc: 94.3327, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0993, s2.loss_cls: 0.0401, s2.acc: 94.2589, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0464, loss: 1.1733 2022-05-13 02:57:16,166 - mmdet - INFO - Epoch [8][4100/7330] lr: 1.000e-04, eta: 3 days, 13:54:32, time: 1.469, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1873, s0.loss_cls: 0.1671, s0.acc: 93.9524, s0.loss_bbox: 0.0998, s0.loss_mask: 0.2139, s1.loss_cls: 0.0771, s1.acc: 94.4979, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1000, s2.loss_cls: 0.0384, s2.acc: 94.3655, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0468, loss: 1.1554 2022-05-13 02:58:30,096 - mmdet - INFO - Epoch [8][4150/7330] lr: 1.000e-04, eta: 3 days, 13:53:17, time: 1.479, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1885, s0.loss_cls: 0.1648, s0.acc: 94.0569, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2099, s1.loss_cls: 0.0771, s1.acc: 94.4458, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0975, s2.loss_cls: 0.0391, s2.acc: 94.2947, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0456, loss: 1.1371 2022-05-13 02:59:42,578 - mmdet - INFO - Epoch [8][4200/7330] lr: 1.000e-04, eta: 3 days, 13:51:56, time: 1.449, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1898, s0.loss_cls: 0.1673, s0.acc: 94.0901, s0.loss_bbox: 0.0957, s0.loss_mask: 0.2057, s1.loss_cls: 0.0766, s1.acc: 94.5558, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0969, s2.loss_cls: 0.0381, s2.acc: 94.4171, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0461, loss: 1.1350 2022-05-13 03:00:55,932 - mmdet - INFO - Epoch [8][4250/7330] lr: 1.000e-04, eta: 3 days, 13:50:39, time: 1.467, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1797, s0.loss_cls: 0.1706, s0.acc: 93.9033, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2036, s1.loss_cls: 0.0789, s1.acc: 94.3802, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0961, s2.loss_cls: 0.0397, s2.acc: 94.1959, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0451, loss: 1.1336 2022-05-13 03:02:09,522 - mmdet - INFO - Epoch [8][4300/7330] lr: 1.000e-04, eta: 3 days, 13:49:23, time: 1.472, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1873, s0.loss_cls: 0.1672, s0.acc: 94.0349, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2052, s1.loss_cls: 0.0776, s1.acc: 94.5661, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0959, s2.loss_cls: 0.0394, s2.acc: 94.3195, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0446, loss: 1.1373 2022-05-13 03:03:23,697 - mmdet - INFO - Epoch [8][4350/7330] lr: 1.000e-04, eta: 3 days, 13:48:08, time: 1.482, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.1950, s0.loss_cls: 0.1665, s0.acc: 93.9810, s0.loss_bbox: 0.0974, s0.loss_mask: 0.2097, s1.loss_cls: 0.0773, s1.acc: 94.4773, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0988, s2.loss_cls: 0.0395, s2.acc: 94.1941, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0463, loss: 1.1601 2022-05-13 03:04:37,846 - mmdet - INFO - Epoch [8][4400/7330] lr: 1.000e-04, eta: 3 days, 13:46:54, time: 1.485, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1938, s0.loss_cls: 0.1647, s0.acc: 94.0779, s0.loss_bbox: 0.0979, s0.loss_mask: 0.2113, s1.loss_cls: 0.0757, s1.acc: 94.5504, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0986, s2.loss_cls: 0.0384, s2.acc: 94.3445, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0466, loss: 1.1457 2022-05-13 03:05:50,506 - mmdet - INFO - Epoch [8][4450/7330] lr: 1.000e-04, eta: 3 days, 13:45:34, time: 1.453, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.1950, s0.loss_cls: 0.1698, s0.acc: 93.8970, s0.loss_bbox: 0.1035, s0.loss_mask: 0.2082, s1.loss_cls: 0.0790, s1.acc: 94.2903, s1.loss_bbox: 0.1079, s1.loss_mask: 0.0988, s2.loss_cls: 0.0398, s2.acc: 94.3579, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0462, loss: 1.1719 2022-05-13 03:07:03,451 - mmdet - INFO - Epoch [8][4500/7330] lr: 1.000e-04, eta: 3 days, 13:44:16, time: 1.459, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1904, s0.loss_cls: 0.1657, s0.acc: 94.0286, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2117, s1.loss_cls: 0.0768, s1.acc: 94.5236, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0995, s2.loss_cls: 0.0385, s2.acc: 94.3500, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0470, loss: 1.1534 2022-05-13 03:08:16,478 - mmdet - INFO - Epoch [8][4550/7330] lr: 1.000e-04, eta: 3 days, 13:42:57, time: 1.460, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1818, s0.loss_cls: 0.1589, s0.acc: 94.3010, s0.loss_bbox: 0.0950, s0.loss_mask: 0.2062, s1.loss_cls: 0.0729, s1.acc: 94.7197, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0964, s2.loss_cls: 0.0369, s2.acc: 94.5589, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0455, loss: 1.1105 2022-05-13 03:09:29,461 - mmdet - INFO - Epoch [8][4600/7330] lr: 1.000e-04, eta: 3 days, 13:41:39, time: 1.460, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1944, s0.loss_cls: 0.1725, s0.acc: 93.9207, s0.loss_bbox: 0.1019, s0.loss_mask: 0.2140, s1.loss_cls: 0.0803, s1.acc: 94.3406, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1014, s2.loss_cls: 0.0405, s2.acc: 94.2199, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0472, loss: 1.1756 2022-05-13 03:10:42,919 - mmdet - INFO - Epoch [8][4650/7330] lr: 1.000e-04, eta: 3 days, 13:40:22, time: 1.469, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1875, s0.loss_cls: 0.1654, s0.acc: 94.1125, s0.loss_bbox: 0.0959, s0.loss_mask: 0.2006, s1.loss_cls: 0.0779, s1.acc: 94.4739, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0937, s2.loss_cls: 0.0389, s2.acc: 94.2876, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0433, loss: 1.1197 2022-05-13 03:11:55,903 - mmdet - INFO - Epoch [8][4700/7330] lr: 1.000e-04, eta: 3 days, 13:39:03, time: 1.460, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1840, s0.loss_cls: 0.1662, s0.acc: 94.0776, s0.loss_bbox: 0.0994, s0.loss_mask: 0.2112, s1.loss_cls: 0.0786, s1.acc: 94.4788, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0984, s2.loss_cls: 0.0399, s2.acc: 94.1811, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0459, loss: 1.1476 2022-05-13 03:13:09,294 - mmdet - INFO - Epoch [8][4750/7330] lr: 1.000e-04, eta: 3 days, 13:37:46, time: 1.466, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1980, s0.loss_cls: 0.1674, s0.acc: 94.0398, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2055, s1.loss_cls: 0.0758, s1.acc: 94.5517, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0962, s2.loss_cls: 0.0388, s2.acc: 94.3082, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0448, loss: 1.1445 2022-05-13 03:14:23,408 - mmdet - INFO - Epoch [8][4800/7330] lr: 1.000e-04, eta: 3 days, 13:36:32, time: 1.484, data_time: 0.024, memory: 64756, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1920, s0.loss_cls: 0.1703, s0.acc: 93.8511, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2087, s1.loss_cls: 0.0805, s1.acc: 94.2711, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0979, s2.loss_cls: 0.0400, s2.acc: 94.1218, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0461, loss: 1.1573 2022-05-13 03:15:37,135 - mmdet - INFO - Epoch [8][4850/7330] lr: 1.000e-04, eta: 3 days, 13:35:16, time: 1.474, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.2018, s0.loss_cls: 0.1751, s0.acc: 93.7612, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2086, s1.loss_cls: 0.0836, s1.acc: 94.1114, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0972, s2.loss_cls: 0.0420, s2.acc: 93.8882, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0456, loss: 1.1798 2022-05-13 03:16:49,976 - mmdet - INFO - Epoch [8][4900/7330] lr: 1.000e-04, eta: 3 days, 13:33:57, time: 1.457, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1902, s0.loss_cls: 0.1631, s0.acc: 94.1345, s0.loss_bbox: 0.0963, s0.loss_mask: 0.2054, s1.loss_cls: 0.0755, s1.acc: 94.5624, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0957, s2.loss_cls: 0.0384, s2.acc: 94.3245, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0447, loss: 1.1276 2022-05-13 03:18:04,173 - mmdet - INFO - Epoch [8][4950/7330] lr: 1.000e-04, eta: 3 days, 13:32:43, time: 1.484, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.1917, s0.loss_cls: 0.1730, s0.acc: 93.8608, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2023, s1.loss_cls: 0.0800, s1.acc: 94.4107, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0941, s2.loss_cls: 0.0400, s2.acc: 94.2593, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0439, loss: 1.1543 2022-05-13 03:19:17,232 - mmdet - INFO - Epoch [8][5000/7330] lr: 1.000e-04, eta: 3 days, 13:31:25, time: 1.461, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1964, s0.loss_cls: 0.1667, s0.acc: 94.0325, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2052, s1.loss_cls: 0.0776, s1.acc: 94.5154, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0955, s2.loss_cls: 0.0394, s2.acc: 94.3067, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0448, loss: 1.1421 2022-05-13 03:20:30,733 - mmdet - INFO - Epoch [8][5050/7330] lr: 1.000e-04, eta: 3 days, 13:30:08, time: 1.470, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1892, s0.loss_cls: 0.1633, s0.acc: 94.2361, s0.loss_bbox: 0.0948, s0.loss_mask: 0.2089, s1.loss_cls: 0.0776, s1.acc: 94.6182, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0979, s2.loss_cls: 0.0395, s2.acc: 94.3018, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0461, loss: 1.1360 2022-05-13 03:21:43,857 - mmdet - INFO - Epoch [8][5100/7330] lr: 1.000e-04, eta: 3 days, 13:28:50, time: 1.463, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.1895, s0.loss_cls: 0.1704, s0.acc: 93.8857, s0.loss_bbox: 0.0984, s0.loss_mask: 0.2037, s1.loss_cls: 0.0789, s1.acc: 94.4309, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0951, s2.loss_cls: 0.0396, s2.acc: 94.2162, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0447, loss: 1.1462 2022-05-13 03:22:57,511 - mmdet - INFO - Epoch [8][5150/7330] lr: 1.000e-04, eta: 3 days, 13:27:34, time: 1.473, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1832, s0.loss_cls: 0.1671, s0.acc: 93.9644, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2042, s1.loss_cls: 0.0767, s1.acc: 94.4441, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0948, s2.loss_cls: 0.0393, s2.acc: 94.3142, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0445, loss: 1.1360 2022-05-13 03:24:11,207 - mmdet - INFO - Epoch [8][5200/7330] lr: 1.000e-04, eta: 3 days, 13:26:18, time: 1.473, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1963, s0.loss_cls: 0.1692, s0.acc: 93.8718, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2081, s1.loss_cls: 0.0782, s1.acc: 94.3173, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0980, s2.loss_cls: 0.0395, s2.acc: 94.1104, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0459, loss: 1.1639 2022-05-13 03:25:24,378 - mmdet - INFO - Epoch [8][5250/7330] lr: 1.000e-04, eta: 3 days, 13:25:00, time: 1.464, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.2043, s0.loss_cls: 0.1623, s0.acc: 94.2485, s0.loss_bbox: 0.0959, s0.loss_mask: 0.2069, s1.loss_cls: 0.0766, s1.acc: 94.5896, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0968, s2.loss_cls: 0.0389, s2.acc: 94.4232, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0457, loss: 1.1484 2022-05-13 03:26:37,443 - mmdet - INFO - Epoch [8][5300/7330] lr: 1.000e-04, eta: 3 days, 13:23:42, time: 1.461, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1838, s0.loss_cls: 0.1721, s0.acc: 93.8032, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2030, s1.loss_cls: 0.0795, s1.acc: 94.3436, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0952, s2.loss_cls: 0.0398, s2.acc: 94.1824, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0447, loss: 1.1498 2022-05-13 03:27:50,100 - mmdet - INFO - Epoch [8][5350/7330] lr: 1.000e-04, eta: 3 days, 13:22:23, time: 1.453, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1886, s0.loss_cls: 0.1818, s0.acc: 93.6213, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2107, s1.loss_cls: 0.0835, s1.acc: 94.1030, s1.loss_bbox: 0.1099, s1.loss_mask: 0.0990, s2.loss_cls: 0.0432, s2.acc: 93.8142, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0464, loss: 1.1870 2022-05-13 03:29:03,182 - mmdet - INFO - Epoch [8][5400/7330] lr: 1.000e-04, eta: 3 days, 13:21:05, time: 1.462, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1886, s0.loss_cls: 0.1633, s0.acc: 94.1147, s0.loss_bbox: 0.0974, s0.loss_mask: 0.2018, s1.loss_cls: 0.0762, s1.acc: 94.5169, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0951, s2.loss_cls: 0.0385, s2.acc: 94.4071, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0438, loss: 1.1280 2022-05-13 03:30:16,352 - mmdet - INFO - Epoch [8][5450/7330] lr: 1.000e-04, eta: 3 days, 13:19:47, time: 1.463, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1912, s0.loss_cls: 0.1562, s0.acc: 94.2913, s0.loss_bbox: 0.0937, s0.loss_mask: 0.2028, s1.loss_cls: 0.0710, s1.acc: 94.8192, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0964, s2.loss_cls: 0.0358, s2.acc: 94.6681, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0457, loss: 1.1079 2022-05-13 03:31:29,602 - mmdet - INFO - Epoch [8][5500/7330] lr: 1.000e-04, eta: 3 days, 13:18:29, time: 1.465, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1908, s0.loss_cls: 0.1624, s0.acc: 94.2114, s0.loss_bbox: 0.0941, s0.loss_mask: 0.2071, s1.loss_cls: 0.0753, s1.acc: 94.6604, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0971, s2.loss_cls: 0.0376, s2.acc: 94.5756, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0453, loss: 1.1246 2022-05-13 03:32:42,784 - mmdet - INFO - Epoch [8][5550/7330] lr: 1.000e-04, eta: 3 days, 13:17:12, time: 1.464, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1906, s0.loss_cls: 0.1704, s0.acc: 93.8733, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2106, s1.loss_cls: 0.0787, s1.acc: 94.3785, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0989, s2.loss_cls: 0.0404, s2.acc: 94.0565, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0464, loss: 1.1684 2022-05-13 03:33:55,443 - mmdet - INFO - Epoch [8][5600/7330] lr: 1.000e-04, eta: 3 days, 13:15:52, time: 1.453, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1898, s0.loss_cls: 0.1627, s0.acc: 94.1470, s0.loss_bbox: 0.0974, s0.loss_mask: 0.2064, s1.loss_cls: 0.0760, s1.acc: 94.4488, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0964, s2.loss_cls: 0.0388, s2.acc: 94.2853, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0448, loss: 1.1321 2022-05-13 03:35:09,152 - mmdet - INFO - Epoch [8][5650/7330] lr: 1.000e-04, eta: 3 days, 13:14:36, time: 1.474, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1893, s0.loss_cls: 0.1680, s0.acc: 93.9150, s0.loss_bbox: 0.0977, s0.loss_mask: 0.2068, s1.loss_cls: 0.0784, s1.acc: 94.4241, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0970, s2.loss_cls: 0.0399, s2.acc: 94.1440, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0454, loss: 1.1470 2022-05-13 03:36:22,458 - mmdet - INFO - Epoch [8][5700/7330] lr: 1.000e-04, eta: 3 days, 13:13:19, time: 1.466, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1967, s0.loss_cls: 0.1692, s0.acc: 93.9434, s0.loss_bbox: 0.0987, s0.loss_mask: 0.2039, s1.loss_cls: 0.0792, s1.acc: 94.3112, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0947, s2.loss_cls: 0.0393, s2.acc: 94.3177, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0441, loss: 1.1446 2022-05-13 03:37:36,384 - mmdet - INFO - Epoch [8][5750/7330] lr: 1.000e-04, eta: 3 days, 13:12:04, time: 1.477, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1769, s0.loss_cls: 0.1646, s0.acc: 94.0403, s0.loss_bbox: 0.0956, s0.loss_mask: 0.2062, s1.loss_cls: 0.0760, s1.acc: 94.4876, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0967, s2.loss_cls: 0.0389, s2.acc: 94.3467, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0455, loss: 1.1220 2022-05-13 03:38:49,960 - mmdet - INFO - Epoch [8][5800/7330] lr: 1.000e-04, eta: 3 days, 13:10:48, time: 1.473, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1902, s0.loss_cls: 0.1708, s0.acc: 93.9497, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2062, s1.loss_cls: 0.0801, s1.acc: 94.3170, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0973, s2.loss_cls: 0.0402, s2.acc: 94.1402, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0458, loss: 1.1519 2022-05-13 03:40:02,392 - mmdet - INFO - Epoch [8][5850/7330] lr: 1.000e-04, eta: 3 days, 13:09:27, time: 1.449, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1930, s0.loss_cls: 0.1638, s0.acc: 94.1570, s0.loss_bbox: 0.0962, s0.loss_mask: 0.1991, s1.loss_cls: 0.0764, s1.acc: 94.5504, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0933, s2.loss_cls: 0.0383, s2.acc: 94.4323, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0438, loss: 1.1226 2022-05-13 03:41:14,957 - mmdet - INFO - Epoch [8][5900/7330] lr: 1.000e-04, eta: 3 days, 13:08:08, time: 1.451, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1866, s0.loss_cls: 0.1620, s0.acc: 94.2251, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2073, s1.loss_cls: 0.0752, s1.acc: 94.6197, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0973, s2.loss_cls: 0.0383, s2.acc: 94.3626, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0457, loss: 1.1376 2022-05-13 03:42:28,033 - mmdet - INFO - Epoch [8][5950/7330] lr: 1.000e-04, eta: 3 days, 13:06:49, time: 1.461, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1957, s0.loss_cls: 0.1720, s0.acc: 93.9241, s0.loss_bbox: 0.0978, s0.loss_mask: 0.2075, s1.loss_cls: 0.0801, s1.acc: 94.2862, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0978, s2.loss_cls: 0.0405, s2.acc: 94.2072, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0460, loss: 1.1620 2022-05-13 03:43:41,343 - mmdet - INFO - Epoch [8][6000/7330] lr: 1.000e-04, eta: 3 days, 13:05:32, time: 1.466, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1942, s0.loss_cls: 0.1704, s0.acc: 93.9514, s0.loss_bbox: 0.0996, s0.loss_mask: 0.2092, s1.loss_cls: 0.0798, s1.acc: 94.3576, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0984, s2.loss_cls: 0.0403, s2.acc: 94.2359, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0463, loss: 1.1621 2022-05-13 03:44:55,138 - mmdet - INFO - Epoch [8][6050/7330] lr: 1.000e-04, eta: 3 days, 13:04:17, time: 1.476, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1916, s0.loss_cls: 0.1573, s0.acc: 94.3469, s0.loss_bbox: 0.0936, s0.loss_mask: 0.2087, s1.loss_cls: 0.0729, s1.acc: 94.6712, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0977, s2.loss_cls: 0.0367, s2.acc: 94.4791, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0456, loss: 1.1193 2022-05-13 03:46:08,938 - mmdet - INFO - Epoch [8][6100/7330] lr: 1.000e-04, eta: 3 days, 13:03:02, time: 1.476, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1992, s0.loss_cls: 0.1606, s0.acc: 94.2966, s0.loss_bbox: 0.0940, s0.loss_mask: 0.2042, s1.loss_cls: 0.0750, s1.acc: 94.6935, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0957, s2.loss_cls: 0.0375, s2.acc: 94.6377, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0451, loss: 1.1235 2022-05-13 03:47:21,522 - mmdet - INFO - Epoch [8][6150/7330] lr: 1.000e-04, eta: 3 days, 13:01:42, time: 1.452, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1895, s0.loss_cls: 0.1682, s0.acc: 93.9858, s0.loss_bbox: 0.0964, s0.loss_mask: 0.2055, s1.loss_cls: 0.0788, s1.acc: 94.3835, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0961, s2.loss_cls: 0.0393, s2.acc: 94.3513, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0453, loss: 1.1351 2022-05-13 03:48:33,870 - mmdet - INFO - Epoch [8][6200/7330] lr: 1.000e-04, eta: 3 days, 13:00:21, time: 1.447, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1895, s0.loss_cls: 0.1572, s0.acc: 94.2583, s0.loss_bbox: 0.0941, s0.loss_mask: 0.2067, s1.loss_cls: 0.0734, s1.acc: 94.5234, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0965, s2.loss_cls: 0.0375, s2.acc: 94.3759, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0446, loss: 1.1147 2022-05-13 03:49:46,179 - mmdet - INFO - Epoch [8][6250/7330] lr: 1.000e-04, eta: 3 days, 12:59:00, time: 1.446, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1848, s0.loss_cls: 0.1581, s0.acc: 94.3254, s0.loss_bbox: 0.0940, s0.loss_mask: 0.2068, s1.loss_cls: 0.0738, s1.acc: 94.7527, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0975, s2.loss_cls: 0.0374, s2.acc: 94.6039, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0456, loss: 1.1146 2022-05-13 03:50:58,955 - mmdet - INFO - Epoch [8][6300/7330] lr: 1.000e-04, eta: 3 days, 12:57:41, time: 1.456, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1891, s0.loss_cls: 0.1660, s0.acc: 94.0908, s0.loss_bbox: 0.0963, s0.loss_mask: 0.2120, s1.loss_cls: 0.0777, s1.acc: 94.4554, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0997, s2.loss_cls: 0.0391, s2.acc: 94.3171, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0468, loss: 1.1509 2022-05-13 03:52:11,644 - mmdet - INFO - Epoch [8][6350/7330] lr: 1.000e-04, eta: 3 days, 12:56:22, time: 1.453, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1852, s0.loss_cls: 0.1587, s0.acc: 94.2749, s0.loss_bbox: 0.0976, s0.loss_mask: 0.2062, s1.loss_cls: 0.0740, s1.acc: 94.7156, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0970, s2.loss_cls: 0.0375, s2.acc: 94.4655, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0456, loss: 1.1226 2022-05-13 03:53:25,440 - mmdet - INFO - Epoch [8][6400/7330] lr: 1.000e-04, eta: 3 days, 12:55:06, time: 1.475, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1858, s0.loss_cls: 0.1663, s0.acc: 94.0627, s0.loss_bbox: 0.0955, s0.loss_mask: 0.1999, s1.loss_cls: 0.0779, s1.acc: 94.4865, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0932, s2.loss_cls: 0.0395, s2.acc: 94.1927, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0437, loss: 1.1117 2022-05-13 03:54:38,102 - mmdet - INFO - Epoch [8][6450/7330] lr: 1.000e-04, eta: 3 days, 12:53:47, time: 1.454, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1927, s0.loss_cls: 0.1663, s0.acc: 94.0916, s0.loss_bbox: 0.0945, s0.loss_mask: 0.2005, s1.loss_cls: 0.0770, s1.acc: 94.6020, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0942, s2.loss_cls: 0.0389, s2.acc: 94.4555, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0445, loss: 1.1252 2022-05-13 03:55:52,132 - mmdet - INFO - Epoch [8][6500/7330] lr: 1.000e-04, eta: 3 days, 12:52:33, time: 1.480, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1868, s0.loss_cls: 0.1710, s0.acc: 93.8179, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2083, s1.loss_cls: 0.0801, s1.acc: 94.1731, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0981, s2.loss_cls: 0.0408, s2.acc: 93.9829, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0463, loss: 1.1588 2022-05-13 03:57:05,548 - mmdet - INFO - Epoch [8][6550/7330] lr: 1.000e-04, eta: 3 days, 12:51:16, time: 1.468, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1973, s0.loss_cls: 0.1720, s0.acc: 93.8999, s0.loss_bbox: 0.1001, s0.loss_mask: 0.2082, s1.loss_cls: 0.0804, s1.acc: 94.3580, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0970, s2.loss_cls: 0.0407, s2.acc: 94.1206, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0459, loss: 1.1666 2022-05-13 03:58:19,511 - mmdet - INFO - Epoch [8][6600/7330] lr: 1.000e-04, eta: 3 days, 12:50:01, time: 1.479, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.1833, s0.loss_cls: 0.1776, s0.acc: 93.6323, s0.loss_bbox: 0.1018, s0.loss_mask: 0.2082, s1.loss_cls: 0.0832, s1.acc: 94.0854, s1.loss_bbox: 0.1083, s1.loss_mask: 0.0975, s2.loss_cls: 0.0421, s2.acc: 93.8157, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0454, loss: 1.1729 2022-05-13 03:59:33,203 - mmdet - INFO - Epoch [8][6650/7330] lr: 1.000e-04, eta: 3 days, 12:48:46, time: 1.474, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1868, s0.loss_cls: 0.1699, s0.acc: 93.9456, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2005, s1.loss_cls: 0.0800, s1.acc: 94.3246, s1.loss_bbox: 0.1098, s1.loss_mask: 0.0948, s2.loss_cls: 0.0407, s2.acc: 94.0583, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0446, loss: 1.1506 2022-05-13 04:00:47,312 - mmdet - INFO - Epoch [8][6700/7330] lr: 1.000e-04, eta: 3 days, 12:47:31, time: 1.482, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1944, s0.loss_cls: 0.1653, s0.acc: 94.0796, s0.loss_bbox: 0.0965, s0.loss_mask: 0.2106, s1.loss_cls: 0.0772, s1.acc: 94.4991, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0984, s2.loss_cls: 0.0402, s2.acc: 94.1351, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0457, loss: 1.1508 2022-05-13 04:02:00,704 - mmdet - INFO - Epoch [8][6750/7330] lr: 1.000e-04, eta: 3 days, 12:46:15, time: 1.468, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1833, s0.loss_cls: 0.1721, s0.acc: 93.6892, s0.loss_bbox: 0.1038, s0.loss_mask: 0.2088, s1.loss_cls: 0.0809, s1.acc: 94.0563, s1.loss_bbox: 0.1114, s1.loss_mask: 0.0980, s2.loss_cls: 0.0413, s2.acc: 93.7906, s2.loss_bbox: 0.0697, s2.loss_mask: 0.0462, loss: 1.1699 2022-05-13 04:03:14,303 - mmdet - INFO - Epoch [8][6800/7330] lr: 1.000e-04, eta: 3 days, 12:44:58, time: 1.472, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1878, s0.loss_cls: 0.1783, s0.acc: 93.6396, s0.loss_bbox: 0.1026, s0.loss_mask: 0.2079, s1.loss_cls: 0.0823, s1.acc: 94.1888, s1.loss_bbox: 0.1085, s1.loss_mask: 0.0979, s2.loss_cls: 0.0419, s2.acc: 94.0306, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0457, loss: 1.1748 2022-05-13 04:04:28,716 - mmdet - INFO - Epoch [8][6850/7330] lr: 1.000e-04, eta: 3 days, 12:43:45, time: 1.488, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1833, s0.loss_cls: 0.1789, s0.acc: 93.5708, s0.loss_bbox: 0.1004, s0.loss_mask: 0.1999, s1.loss_cls: 0.0833, s1.acc: 94.1084, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0941, s2.loss_cls: 0.0421, s2.acc: 93.9005, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0439, loss: 1.1546 2022-05-13 04:05:42,372 - mmdet - INFO - Epoch [8][6900/7330] lr: 1.000e-04, eta: 3 days, 12:42:29, time: 1.473, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.1875, s0.loss_cls: 0.1759, s0.acc: 93.6426, s0.loss_bbox: 0.1030, s0.loss_mask: 0.2089, s1.loss_cls: 0.0819, s1.acc: 94.0277, s1.loss_bbox: 0.1104, s1.loss_mask: 0.0986, s2.loss_cls: 0.0420, s2.acc: 93.7820, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0458, loss: 1.1790 2022-05-13 04:06:55,827 - mmdet - INFO - Epoch [8][6950/7330] lr: 1.000e-04, eta: 3 days, 12:41:13, time: 1.470, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1917, s0.loss_cls: 0.1908, s0.acc: 93.1414, s0.loss_bbox: 0.1068, s0.loss_mask: 0.2048, s1.loss_cls: 0.0897, s1.acc: 93.6302, s1.loss_bbox: 0.1116, s1.loss_mask: 0.0956, s2.loss_cls: 0.0454, s2.acc: 93.3719, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0445, loss: 1.2020 2022-05-13 04:08:09,007 - mmdet - INFO - Epoch [8][7000/7330] lr: 1.000e-04, eta: 3 days, 12:39:55, time: 1.464, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1913, s0.loss_cls: 0.1730, s0.acc: 93.8879, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2089, s1.loss_cls: 0.0803, s1.acc: 94.3571, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0989, s2.loss_cls: 0.0410, s2.acc: 94.2333, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0466, loss: 1.1622 2022-05-13 04:09:22,147 - mmdet - INFO - Epoch [8][7050/7330] lr: 1.000e-04, eta: 3 days, 12:38:38, time: 1.463, data_time: 0.026, memory: 64756, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1960, s0.loss_cls: 0.1740, s0.acc: 93.7471, s0.loss_bbox: 0.0996, s0.loss_mask: 0.2047, s1.loss_cls: 0.0808, s1.acc: 94.1439, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0959, s2.loss_cls: 0.0406, s2.acc: 93.9833, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0449, loss: 1.1631 2022-05-13 04:10:35,679 - mmdet - INFO - Epoch [8][7100/7330] lr: 1.000e-04, eta: 3 days, 12:37:22, time: 1.471, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1940, s0.loss_cls: 0.1741, s0.acc: 93.7168, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2048, s1.loss_cls: 0.0798, s1.acc: 94.2309, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0965, s2.loss_cls: 0.0407, s2.acc: 94.0404, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0453, loss: 1.1614 2022-05-13 04:11:48,259 - mmdet - INFO - Epoch [8][7150/7330] lr: 1.000e-04, eta: 3 days, 12:36:02, time: 1.452, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1883, s0.loss_cls: 0.1755, s0.acc: 93.8240, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2031, s1.loss_cls: 0.0820, s1.acc: 94.2453, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0959, s2.loss_cls: 0.0414, s2.acc: 93.9622, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0446, loss: 1.1603 2022-05-13 04:13:01,443 - mmdet - INFO - Epoch [8][7200/7330] lr: 1.000e-04, eta: 3 days, 12:34:45, time: 1.464, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1924, s0.loss_cls: 0.1763, s0.acc: 93.7393, s0.loss_bbox: 0.0981, s0.loss_mask: 0.2027, s1.loss_cls: 0.0818, s1.acc: 94.2756, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0959, s2.loss_cls: 0.0410, s2.acc: 94.1768, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0451, loss: 1.1555 2022-05-13 04:14:13,991 - mmdet - INFO - Epoch [8][7250/7330] lr: 1.000e-04, eta: 3 days, 12:33:25, time: 1.450, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1913, s0.loss_cls: 0.1815, s0.acc: 93.5925, s0.loss_bbox: 0.0987, s0.loss_mask: 0.2069, s1.loss_cls: 0.0851, s1.acc: 93.9909, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0968, s2.loss_cls: 0.0425, s2.acc: 93.8783, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0457, loss: 1.1744 2022-05-13 04:15:26,592 - mmdet - INFO - Epoch [8][7300/7330] lr: 1.000e-04, eta: 3 days, 12:32:05, time: 1.453, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1993, s0.loss_cls: 0.1639, s0.acc: 94.1396, s0.loss_bbox: 0.0944, s0.loss_mask: 0.2029, s1.loss_cls: 0.0760, s1.acc: 94.6301, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0955, s2.loss_cls: 0.0385, s2.acc: 94.4299, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0447, loss: 1.1354 2022-05-13 04:16:28,916 - mmdet - INFO - Saving checkpoint at 8 epochs 2022-05-13 04:21:23,260 - mmdet - INFO - Evaluating bbox... 2022-05-13 04:22:12,746 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.542 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.734 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.602 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.392 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.581 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.664 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.715 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.715 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.715 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.564 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.754 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.845 2022-05-13 04:22:12,747 - mmdet - INFO - Evaluating segm... 2022-05-13 04:23:09,532 - 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 ] = 0.710 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.513 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.284 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 ] = 0.654 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.622 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.622 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.622 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.457 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.656 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.766 2022-05-13 04:23:10,474 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-13 04:23:10,476 - mmdet - INFO - Epoch(val) [8][313] bbox_mAP: 0.5420, bbox_mAP_50: 0.7340, bbox_mAP_75: 0.6020, bbox_mAP_s: 0.3920, bbox_mAP_m: 0.5810, bbox_mAP_l: 0.6640, bbox_mAP_copypaste: 0.542 0.734 0.602 0.392 0.581 0.664, segm_mAP: 0.4710, segm_mAP_50: 0.7100, segm_mAP_75: 0.5130, segm_mAP_s: 0.2840, segm_mAP_m: 0.5060, segm_mAP_l: 0.6540, segm_mAP_copypaste: 0.471 0.710 0.513 0.284 0.506 0.654 2022-05-13 04:28:28,842 - mmdet - INFO - Epoch [9][50/7330] lr: 1.000e-04, eta: 3 days, 12:41:45, time: 6.367, data_time: 4.912, memory: 64756, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1825, s0.loss_cls: 0.1663, s0.acc: 93.9807, s0.loss_bbox: 0.1019, s0.loss_mask: 0.2064, s1.loss_cls: 0.0769, s1.acc: 94.5368, s1.loss_bbox: 0.1098, s1.loss_mask: 0.0962, s2.loss_cls: 0.0389, s2.acc: 94.2931, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0448, loss: 1.1453 2022-05-13 04:29:42,264 - mmdet - INFO - Epoch [9][100/7330] lr: 1.000e-04, eta: 3 days, 12:40:28, time: 1.468, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1858, s0.loss_cls: 0.1658, s0.acc: 93.8997, s0.loss_bbox: 0.1004, s0.loss_mask: 0.2018, s1.loss_cls: 0.0777, s1.acc: 94.2974, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0945, s2.loss_cls: 0.0394, s2.acc: 94.1263, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0441, loss: 1.1328 2022-05-13 04:30:54,829 - mmdet - INFO - Epoch [9][150/7330] lr: 1.000e-04, eta: 3 days, 12:39:07, time: 1.451, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1847, s0.loss_cls: 0.1626, s0.acc: 94.1311, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1992, s1.loss_cls: 0.0763, s1.acc: 94.5072, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0939, s2.loss_cls: 0.0391, s2.acc: 94.2897, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0444, loss: 1.1071 2022-05-13 04:32:06,975 - mmdet - INFO - Epoch [9][200/7330] lr: 1.000e-04, eta: 3 days, 12:37:46, time: 1.443, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1875, s0.loss_cls: 0.1643, s0.acc: 93.9631, s0.loss_bbox: 0.0999, s0.loss_mask: 0.2112, s1.loss_cls: 0.0758, s1.acc: 94.4559, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0991, s2.loss_cls: 0.0384, s2.acc: 94.2107, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0463, loss: 1.1507 2022-05-13 04:33:19,930 - mmdet - INFO - Epoch [9][250/7330] lr: 1.000e-04, eta: 3 days, 12:36:27, time: 1.459, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1805, s0.loss_cls: 0.1656, s0.acc: 93.9199, s0.loss_bbox: 0.0982, s0.loss_mask: 0.2069, s1.loss_cls: 0.0759, s1.acc: 94.4131, s1.loss_bbox: 0.1068, s1.loss_mask: 0.0980, s2.loss_cls: 0.0389, s2.acc: 94.1545, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0457, loss: 1.1324 2022-05-13 04:34:32,947 - mmdet - INFO - Epoch [9][300/7330] lr: 1.000e-04, eta: 3 days, 12:35:08, time: 1.460, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1920, s0.loss_cls: 0.1722, s0.acc: 93.8584, s0.loss_bbox: 0.0978, s0.loss_mask: 0.2012, s1.loss_cls: 0.0794, s1.acc: 94.3562, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0951, s2.loss_cls: 0.0404, s2.acc: 94.2477, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0449, loss: 1.1513 2022-05-13 04:35:45,762 - mmdet - INFO - Epoch [9][350/7330] lr: 1.000e-04, eta: 3 days, 12:33:48, time: 1.456, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.1851, s0.loss_cls: 0.1711, s0.acc: 93.8284, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2044, s1.loss_cls: 0.0803, s1.acc: 94.3189, s1.loss_bbox: 0.1081, s1.loss_mask: 0.0961, s2.loss_cls: 0.0410, s2.acc: 94.1191, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0450, loss: 1.1556 2022-05-13 04:36:58,299 - mmdet - INFO - Epoch [9][400/7330] lr: 1.000e-04, eta: 3 days, 12:32:28, time: 1.450, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1902, s0.loss_cls: 0.1712, s0.acc: 93.8315, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2022, s1.loss_cls: 0.0783, s1.acc: 94.3675, s1.loss_bbox: 0.1067, s1.loss_mask: 0.0952, s2.loss_cls: 0.0395, s2.acc: 94.1546, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0446, loss: 1.1433 2022-05-13 04:38:12,836 - mmdet - INFO - Epoch [9][450/7330] lr: 1.000e-04, eta: 3 days, 12:31:15, time: 1.491, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1885, s0.loss_cls: 0.1693, s0.acc: 93.9238, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2035, s1.loss_cls: 0.0799, s1.acc: 94.2460, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0955, s2.loss_cls: 0.0405, s2.acc: 93.9547, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0449, loss: 1.1475 2022-05-13 04:39:26,589 - mmdet - INFO - Epoch [9][500/7330] lr: 1.000e-04, eta: 3 days, 12:29:58, time: 1.475, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1842, s0.loss_cls: 0.1697, s0.acc: 93.9810, s0.loss_bbox: 0.1007, s0.loss_mask: 0.2029, s1.loss_cls: 0.0791, s1.acc: 94.4405, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0949, s2.loss_cls: 0.0398, s2.acc: 94.1707, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0449, loss: 1.1377 2022-05-13 04:40:39,991 - mmdet - INFO - Epoch [9][550/7330] lr: 1.000e-04, eta: 3 days, 12:28:41, time: 1.467, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1874, s0.loss_cls: 0.1717, s0.acc: 93.8528, s0.loss_bbox: 0.1001, s0.loss_mask: 0.2039, s1.loss_cls: 0.0798, s1.acc: 94.3043, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0950, s2.loss_cls: 0.0395, s2.acc: 94.1588, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0445, loss: 1.1439 2022-05-13 04:41:53,051 - mmdet - INFO - Epoch [9][600/7330] lr: 1.000e-04, eta: 3 days, 12:27:23, time: 1.462, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0319, loss_semantic_seg: 0.1767, s0.loss_cls: 0.1692, s0.acc: 93.9309, s0.loss_bbox: 0.0979, s0.loss_mask: 0.2041, s1.loss_cls: 0.0788, s1.acc: 94.3794, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0956, s2.loss_cls: 0.0400, s2.acc: 94.1461, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0450, loss: 1.1376 2022-05-13 04:43:04,681 - mmdet - INFO - Epoch [9][650/7330] lr: 1.000e-04, eta: 3 days, 12:25:59, time: 1.432, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1783, s0.loss_cls: 0.1638, s0.acc: 94.1970, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1896, s1.loss_cls: 0.0755, s1.acc: 94.6766, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0899, s2.loss_cls: 0.0381, s2.acc: 94.5151, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0428, loss: 1.0812 2022-05-13 04:44:18,223 - mmdet - INFO - Epoch [9][700/7330] lr: 1.000e-04, eta: 3 days, 12:24:42, time: 1.471, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1883, s0.loss_cls: 0.1628, s0.acc: 94.0337, s0.loss_bbox: 0.0966, s0.loss_mask: 0.2008, s1.loss_cls: 0.0766, s1.acc: 94.3518, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0939, s2.loss_cls: 0.0385, s2.acc: 94.2534, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0440, loss: 1.1259 2022-05-13 04:45:31,125 - mmdet - INFO - Epoch [9][750/7330] lr: 1.000e-04, eta: 3 days, 12:23:23, time: 1.457, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1905, s0.loss_cls: 0.1696, s0.acc: 93.8396, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2045, s1.loss_cls: 0.0797, s1.acc: 94.2042, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0959, s2.loss_cls: 0.0408, s2.acc: 94.0293, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0447, loss: 1.1504 2022-05-13 04:46:43,508 - mmdet - INFO - Epoch [9][800/7330] lr: 1.000e-04, eta: 3 days, 12:22:02, time: 1.448, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1881, s0.loss_cls: 0.1665, s0.acc: 93.8726, s0.loss_bbox: 0.1003, s0.loss_mask: 0.2016, s1.loss_cls: 0.0782, s1.acc: 94.3345, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0943, s2.loss_cls: 0.0396, s2.acc: 94.1910, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0444, loss: 1.1382 2022-05-13 04:47:55,935 - mmdet - INFO - Epoch [9][850/7330] lr: 1.000e-04, eta: 3 days, 12:20:42, time: 1.448, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0329, loss_semantic_seg: 0.1814, s0.loss_cls: 0.1774, s0.acc: 93.6724, s0.loss_bbox: 0.1033, s0.loss_mask: 0.2065, s1.loss_cls: 0.0820, s1.acc: 94.1492, s1.loss_bbox: 0.1103, s1.loss_mask: 0.0973, s2.loss_cls: 0.0413, s2.acc: 93.9454, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0457, loss: 1.1740 2022-05-13 04:49:08,972 - mmdet - INFO - Epoch [9][900/7330] lr: 1.000e-04, eta: 3 days, 12:19:23, time: 1.461, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.1855, s0.loss_cls: 0.1762, s0.acc: 93.5720, s0.loss_bbox: 0.1029, s0.loss_mask: 0.2045, s1.loss_cls: 0.0820, s1.acc: 94.0944, s1.loss_bbox: 0.1092, s1.loss_mask: 0.0963, s2.loss_cls: 0.0409, s2.acc: 93.9747, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0455, loss: 1.1681 2022-05-13 04:50:21,785 - mmdet - INFO - Epoch [9][950/7330] lr: 1.000e-04, eta: 3 days, 12:18:04, time: 1.456, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1885, s0.loss_cls: 0.1641, s0.acc: 94.1309, s0.loss_bbox: 0.0969, s0.loss_mask: 0.2002, s1.loss_cls: 0.0760, s1.acc: 94.6506, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0937, s2.loss_cls: 0.0388, s2.acc: 94.4627, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0440, loss: 1.1204 2022-05-13 04:51:34,408 - mmdet - INFO - Epoch [9][1000/7330] lr: 1.000e-04, eta: 3 days, 12:16:44, time: 1.452, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1831, s0.loss_cls: 0.1678, s0.acc: 93.9219, s0.loss_bbox: 0.0980, s0.loss_mask: 0.2037, s1.loss_cls: 0.0765, s1.acc: 94.4175, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0948, s2.loss_cls: 0.0388, s2.acc: 94.2054, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0444, loss: 1.1293 2022-05-13 04:52:47,014 - mmdet - INFO - Epoch [9][1050/7330] lr: 1.000e-04, eta: 3 days, 12:15:24, time: 1.452, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0316, loss_semantic_seg: 0.1833, s0.loss_cls: 0.1743, s0.acc: 93.6443, s0.loss_bbox: 0.1041, s0.loss_mask: 0.2091, s1.loss_cls: 0.0797, s1.acc: 94.1433, s1.loss_bbox: 0.1114, s1.loss_mask: 0.0985, s2.loss_cls: 0.0402, s2.acc: 93.9610, s2.loss_bbox: 0.0688, s2.loss_mask: 0.0456, loss: 1.1730 2022-05-13 04:53:59,189 - mmdet - INFO - Epoch [9][1100/7330] lr: 1.000e-04, eta: 3 days, 12:14:02, time: 1.442, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1851, s0.loss_cls: 0.1686, s0.acc: 93.9741, s0.loss_bbox: 0.0985, s0.loss_mask: 0.2024, s1.loss_cls: 0.0766, s1.acc: 94.5543, s1.loss_bbox: 0.1068, s1.loss_mask: 0.0944, s2.loss_cls: 0.0388, s2.acc: 94.3754, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0447, loss: 1.1340 2022-05-13 04:55:11,504 - mmdet - INFO - Epoch [9][1150/7330] lr: 1.000e-04, eta: 3 days, 12:12:42, time: 1.448, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1856, s0.loss_cls: 0.1719, s0.acc: 93.8076, s0.loss_bbox: 0.0984, s0.loss_mask: 0.2058, s1.loss_cls: 0.0796, s1.acc: 94.3313, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0969, s2.loss_cls: 0.0401, s2.acc: 94.1952, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0458, loss: 1.1496 2022-05-13 04:56:24,243 - mmdet - INFO - Epoch [9][1200/7330] lr: 1.000e-04, eta: 3 days, 12:11:22, time: 1.455, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1907, s0.loss_cls: 0.1716, s0.acc: 93.9338, s0.loss_bbox: 0.0985, s0.loss_mask: 0.2041, s1.loss_cls: 0.0801, s1.acc: 94.4269, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0960, s2.loss_cls: 0.0410, s2.acc: 94.1047, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0446, loss: 1.1479 2022-05-13 04:57:37,173 - mmdet - INFO - Epoch [9][1250/7330] lr: 1.000e-04, eta: 3 days, 12:10:03, time: 1.459, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1933, s0.loss_cls: 0.1628, s0.acc: 94.1418, s0.loss_bbox: 0.0952, s0.loss_mask: 0.1994, s1.loss_cls: 0.0757, s1.acc: 94.5395, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0937, s2.loss_cls: 0.0389, s2.acc: 94.3400, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0442, loss: 1.1183 2022-05-13 04:58:49,593 - mmdet - INFO - Epoch [9][1300/7330] lr: 1.000e-04, eta: 3 days, 12:08:43, time: 1.448, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1922, s0.loss_cls: 0.1751, s0.acc: 93.7634, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2056, s1.loss_cls: 0.0821, s1.acc: 94.1287, s1.loss_bbox: 0.1078, s1.loss_mask: 0.0969, s2.loss_cls: 0.0416, s2.acc: 93.9160, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0454, loss: 1.1712 2022-05-13 05:00:01,864 - mmdet - INFO - Epoch [9][1350/7330] lr: 1.000e-04, eta: 3 days, 12:07:22, time: 1.445, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1858, s0.loss_cls: 0.1732, s0.acc: 93.6375, s0.loss_bbox: 0.1032, s0.loss_mask: 0.2064, s1.loss_cls: 0.0805, s1.acc: 94.1487, s1.loss_bbox: 0.1098, s1.loss_mask: 0.0965, s2.loss_cls: 0.0406, s2.acc: 94.0268, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0453, loss: 1.1637 2022-05-13 05:01:15,001 - mmdet - INFO - Epoch [9][1400/7330] lr: 1.000e-04, eta: 3 days, 12:06:03, time: 1.463, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1923, s0.loss_cls: 0.1635, s0.acc: 94.0686, s0.loss_bbox: 0.0954, s0.loss_mask: 0.2045, s1.loss_cls: 0.0764, s1.acc: 94.5641, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0962, s2.loss_cls: 0.0384, s2.acc: 94.3657, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0451, loss: 1.1323 2022-05-13 05:02:28,998 - mmdet - INFO - Epoch [9][1450/7330] lr: 1.000e-04, eta: 3 days, 12:04:48, time: 1.480, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1888, s0.loss_cls: 0.1677, s0.acc: 93.8953, s0.loss_bbox: 0.0977, s0.loss_mask: 0.2045, s1.loss_cls: 0.0771, s1.acc: 94.4450, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0962, s2.loss_cls: 0.0391, s2.acc: 94.2613, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0456, loss: 1.1399 2022-05-13 05:03:42,490 - mmdet - INFO - Epoch [9][1500/7330] lr: 1.000e-04, eta: 3 days, 12:03:31, time: 1.470, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1914, s0.loss_cls: 0.1694, s0.acc: 93.9775, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2010, s1.loss_cls: 0.0779, s1.acc: 94.5277, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0945, s2.loss_cls: 0.0397, s2.acc: 94.2913, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0447, loss: 1.1409 2022-05-13 05:04:57,103 - mmdet - INFO - Epoch [9][1550/7330] lr: 1.000e-04, eta: 3 days, 12:02:18, time: 1.492, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1853, s0.loss_cls: 0.1701, s0.acc: 93.8279, s0.loss_bbox: 0.0952, s0.loss_mask: 0.2039, s1.loss_cls: 0.0799, s1.acc: 94.3440, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0963, s2.loss_cls: 0.0404, s2.acc: 94.1147, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0451, loss: 1.1381 2022-05-13 05:06:10,465 - mmdet - INFO - Epoch [9][1600/7330] lr: 1.000e-04, eta: 3 days, 12:01:01, time: 1.467, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1841, s0.loss_cls: 0.1743, s0.acc: 93.6514, s0.loss_bbox: 0.1010, s0.loss_mask: 0.2067, s1.loss_cls: 0.0804, s1.acc: 94.1078, s1.loss_bbox: 0.1092, s1.loss_mask: 0.0975, s2.loss_cls: 0.0408, s2.acc: 93.9188, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0462, loss: 1.1631 2022-05-13 05:07:23,113 - mmdet - INFO - Epoch [9][1650/7330] lr: 1.000e-04, eta: 3 days, 11:59:41, time: 1.453, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1793, s0.loss_cls: 0.1687, s0.acc: 93.8770, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2033, s1.loss_cls: 0.0781, s1.acc: 94.3659, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0960, s2.loss_cls: 0.0394, s2.acc: 94.1492, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0452, loss: 1.1318 2022-05-13 05:08:35,506 - mmdet - INFO - Epoch [9][1700/7330] lr: 1.000e-04, eta: 3 days, 11:58:21, time: 1.448, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1888, s0.loss_cls: 0.1680, s0.acc: 93.8625, s0.loss_bbox: 0.1010, s0.loss_mask: 0.2055, s1.loss_cls: 0.0778, s1.acc: 94.3081, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0960, s2.loss_cls: 0.0396, s2.acc: 94.2091, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0450, loss: 1.1415 2022-05-13 05:09:48,088 - mmdet - INFO - Epoch [9][1750/7330] lr: 1.000e-04, eta: 3 days, 11:57:01, time: 1.452, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1885, s0.loss_cls: 0.1840, s0.acc: 93.3960, s0.loss_bbox: 0.1080, s0.loss_mask: 0.2131, s1.loss_cls: 0.0859, s1.acc: 93.8653, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1000, s2.loss_cls: 0.0434, s2.acc: 93.7204, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0465, loss: 1.2040 2022-05-13 05:11:01,639 - mmdet - INFO - Epoch [9][1800/7330] lr: 1.000e-04, eta: 3 days, 11:55:44, time: 1.471, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1944, s0.loss_cls: 0.1683, s0.acc: 93.9714, s0.loss_bbox: 0.0972, s0.loss_mask: 0.1998, s1.loss_cls: 0.0782, s1.acc: 94.4662, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0934, s2.loss_cls: 0.0394, s2.acc: 94.3108, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0439, loss: 1.1382 2022-05-13 05:12:15,007 - mmdet - INFO - Epoch [9][1850/7330] lr: 1.000e-04, eta: 3 days, 11:54:27, time: 1.467, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1873, s0.loss_cls: 0.1655, s0.acc: 94.0818, s0.loss_bbox: 0.0971, s0.loss_mask: 0.2028, s1.loss_cls: 0.0774, s1.acc: 94.4684, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0947, s2.loss_cls: 0.0390, s2.acc: 94.2053, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0448, loss: 1.1306 2022-05-13 05:13:28,189 - mmdet - INFO - Epoch [9][1900/7330] lr: 1.000e-04, eta: 3 days, 11:53:09, time: 1.464, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0327, loss_semantic_seg: 0.1882, s0.loss_cls: 0.1741, s0.acc: 93.6548, s0.loss_bbox: 0.1025, s0.loss_mask: 0.2144, s1.loss_cls: 0.0809, s1.acc: 94.1833, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1007, s2.loss_cls: 0.0414, s2.acc: 93.8296, s2.loss_bbox: 0.0695, s2.loss_mask: 0.0469, loss: 1.1888 2022-05-13 05:14:39,973 - mmdet - INFO - Epoch [9][1950/7330] lr: 1.000e-04, eta: 3 days, 11:51:47, time: 1.436, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1828, s0.loss_cls: 0.1660, s0.acc: 94.0774, s0.loss_bbox: 0.0977, s0.loss_mask: 0.2024, s1.loss_cls: 0.0762, s1.acc: 94.5885, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0953, s2.loss_cls: 0.0375, s2.acc: 94.4728, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0448, loss: 1.1250 2022-05-13 05:15:52,725 - mmdet - INFO - Epoch [9][2000/7330] lr: 1.000e-04, eta: 3 days, 11:50:27, time: 1.455, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1823, s0.loss_cls: 0.1657, s0.acc: 94.0117, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2085, s1.loss_cls: 0.0764, s1.acc: 94.4998, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0987, s2.loss_cls: 0.0385, s2.acc: 94.3610, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0461, loss: 1.1433 2022-05-13 05:17:05,783 - mmdet - INFO - Epoch [9][2050/7330] lr: 1.000e-04, eta: 3 days, 11:49:09, time: 1.461, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1852, s0.loss_cls: 0.1662, s0.acc: 93.8354, s0.loss_bbox: 0.0999, s0.loss_mask: 0.2013, s1.loss_cls: 0.0784, s1.acc: 94.2061, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0947, s2.loss_cls: 0.0394, s2.acc: 94.0065, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0445, loss: 1.1405 2022-05-13 05:18:19,014 - mmdet - INFO - Epoch [9][2100/7330] lr: 1.000e-04, eta: 3 days, 11:47:51, time: 1.465, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1946, s0.loss_cls: 0.1762, s0.acc: 93.7192, s0.loss_bbox: 0.1006, s0.loss_mask: 0.2025, s1.loss_cls: 0.0822, s1.acc: 94.1928, s1.loss_bbox: 0.1087, s1.loss_mask: 0.0956, s2.loss_cls: 0.0429, s2.acc: 93.7223, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0447, loss: 1.1753 2022-05-13 05:19:32,266 - mmdet - INFO - Epoch [9][2150/7330] lr: 1.000e-04, eta: 3 days, 11:46:34, time: 1.465, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1887, s0.loss_cls: 0.1681, s0.acc: 94.0132, s0.loss_bbox: 0.0967, s0.loss_mask: 0.2037, s1.loss_cls: 0.0767, s1.acc: 94.5546, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0959, s2.loss_cls: 0.0388, s2.acc: 94.4087, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0448, loss: 1.1384 2022-05-13 05:20:44,774 - mmdet - INFO - Epoch [9][2200/7330] lr: 1.000e-04, eta: 3 days, 11:45:14, time: 1.450, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1813, s0.loss_cls: 0.1773, s0.acc: 93.6633, s0.loss_bbox: 0.1035, s0.loss_mask: 0.2032, s1.loss_cls: 0.0821, s1.acc: 94.1423, s1.loss_bbox: 0.1113, s1.loss_mask: 0.0955, s2.loss_cls: 0.0417, s2.acc: 93.9335, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0448, loss: 1.1620 2022-05-13 05:21:57,413 - mmdet - INFO - Epoch [9][2250/7330] lr: 1.000e-04, eta: 3 days, 11:43:54, time: 1.453, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1905, s0.loss_cls: 0.1720, s0.acc: 93.7849, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2083, s1.loss_cls: 0.0811, s1.acc: 94.1048, s1.loss_bbox: 0.1079, s1.loss_mask: 0.0968, s2.loss_cls: 0.0403, s2.acc: 94.0034, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0459, loss: 1.1666 2022-05-13 05:23:08,983 - mmdet - INFO - Epoch [9][2300/7330] lr: 1.000e-04, eta: 3 days, 11:42:31, time: 1.431, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1900, s0.loss_cls: 0.1719, s0.acc: 93.7993, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2045, s1.loss_cls: 0.0797, s1.acc: 94.2355, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0956, s2.loss_cls: 0.0399, s2.acc: 94.0275, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0449, loss: 1.1494 2022-05-13 05:24:21,974 - mmdet - INFO - Epoch [9][2350/7330] lr: 1.000e-04, eta: 3 days, 11:41:12, time: 1.460, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1875, s0.loss_cls: 0.1682, s0.acc: 94.0527, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2038, s1.loss_cls: 0.0778, s1.acc: 94.4791, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0955, s2.loss_cls: 0.0396, s2.acc: 94.2392, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0447, loss: 1.1389 2022-05-13 05:25:33,822 - mmdet - INFO - Epoch [9][2400/7330] lr: 1.000e-04, eta: 3 days, 11:39:50, time: 1.437, data_time: 0.011, memory: 64756, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1872, s0.loss_cls: 0.1771, s0.acc: 93.6819, s0.loss_bbox: 0.1024, s0.loss_mask: 0.2085, s1.loss_cls: 0.0812, s1.acc: 94.2043, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0975, s2.loss_cls: 0.0410, s2.acc: 94.0057, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0459, loss: 1.1672 2022-05-13 05:26:45,967 - mmdet - INFO - Epoch [9][2450/7330] lr: 1.000e-04, eta: 3 days, 11:38:29, time: 1.443, data_time: 0.024, memory: 64756, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1848, s0.loss_cls: 0.1788, s0.acc: 93.5437, s0.loss_bbox: 0.1044, s0.loss_mask: 0.2082, s1.loss_cls: 0.0826, s1.acc: 94.0083, s1.loss_bbox: 0.1123, s1.loss_mask: 0.0970, s2.loss_cls: 0.0419, s2.acc: 93.8204, s2.loss_bbox: 0.0708, s2.loss_mask: 0.0455, loss: 1.1798 2022-05-13 05:27:58,208 - mmdet - INFO - Epoch [9][2500/7330] lr: 1.000e-04, eta: 3 days, 11:37:08, time: 1.445, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.1863, s0.loss_cls: 0.1774, s0.acc: 93.6050, s0.loss_bbox: 0.1058, s0.loss_mask: 0.2088, s1.loss_cls: 0.0824, s1.acc: 94.0162, s1.loss_bbox: 0.1101, s1.loss_mask: 0.0971, s2.loss_cls: 0.0416, s2.acc: 93.9503, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0462, loss: 1.1794 2022-05-13 05:29:12,373 - mmdet - INFO - Epoch [9][2550/7330] lr: 1.000e-04, eta: 3 days, 11:35:54, time: 1.483, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1892, s0.loss_cls: 0.1744, s0.acc: 93.7102, s0.loss_bbox: 0.0995, s0.loss_mask: 0.2023, s1.loss_cls: 0.0813, s1.acc: 94.1592, s1.loss_bbox: 0.1072, s1.loss_mask: 0.0946, s2.loss_cls: 0.0414, s2.acc: 93.8876, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0445, loss: 1.1558 2022-05-13 05:30:24,637 - mmdet - INFO - Epoch [9][2600/7330] lr: 1.000e-04, eta: 3 days, 11:34:33, time: 1.445, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1837, s0.loss_cls: 0.1687, s0.acc: 93.9697, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2011, s1.loss_cls: 0.0771, s1.acc: 94.5356, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0942, s2.loss_cls: 0.0395, s2.acc: 94.2891, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0443, loss: 1.1323 2022-05-13 05:31:38,141 - mmdet - INFO - Epoch [9][2650/7330] lr: 1.000e-04, eta: 3 days, 11:33:16, time: 1.470, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.1880, s0.loss_cls: 0.1657, s0.acc: 94.0798, s0.loss_bbox: 0.0956, s0.loss_mask: 0.2005, s1.loss_cls: 0.0760, s1.acc: 94.5588, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0938, s2.loss_cls: 0.0384, s2.acc: 94.3405, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0441, loss: 1.1258 2022-05-13 05:32:51,945 - mmdet - INFO - Epoch [9][2700/7330] lr: 1.000e-04, eta: 3 days, 11:32:00, time: 1.474, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1799, s0.loss_cls: 0.1717, s0.acc: 93.7527, s0.loss_bbox: 0.0979, s0.loss_mask: 0.2081, s1.loss_cls: 0.0806, s1.acc: 94.2273, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0980, s2.loss_cls: 0.0414, s2.acc: 93.9663, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0459, loss: 1.1488 2022-05-13 05:34:05,382 - mmdet - INFO - Epoch [9][2750/7330] lr: 1.000e-04, eta: 3 days, 11:30:44, time: 1.471, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0314, loss_semantic_seg: 0.1841, s0.loss_cls: 0.1694, s0.acc: 93.8796, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2013, s1.loss_cls: 0.0782, s1.acc: 94.3801, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0946, s2.loss_cls: 0.0403, s2.acc: 94.0443, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0444, loss: 1.1387 2022-05-13 05:35:18,689 - mmdet - INFO - Epoch [9][2800/7330] lr: 1.000e-04, eta: 3 days, 11:29:26, time: 1.466, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1813, s0.loss_cls: 0.1679, s0.acc: 93.9653, s0.loss_bbox: 0.0930, s0.loss_mask: 0.1985, s1.loss_cls: 0.0778, s1.acc: 94.5076, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0931, s2.loss_cls: 0.0392, s2.acc: 94.2533, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0438, loss: 1.1114 2022-05-13 05:36:32,384 - mmdet - INFO - Epoch [9][2850/7330] lr: 1.000e-04, eta: 3 days, 11:28:10, time: 1.474, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1922, s0.loss_cls: 0.1766, s0.acc: 93.7322, s0.loss_bbox: 0.0985, s0.loss_mask: 0.2015, s1.loss_cls: 0.0840, s1.acc: 94.0390, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0944, s2.loss_cls: 0.0428, s2.acc: 93.8740, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0444, loss: 1.1585 2022-05-13 05:37:46,185 - mmdet - INFO - Epoch [9][2900/7330] lr: 1.000e-04, eta: 3 days, 11:26:55, time: 1.476, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1788, s0.loss_cls: 0.1713, s0.acc: 93.8076, s0.loss_bbox: 0.0973, s0.loss_mask: 0.1985, s1.loss_cls: 0.0795, s1.acc: 94.2805, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0930, s2.loss_cls: 0.0410, s2.acc: 94.0044, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0438, loss: 1.1237 2022-05-13 05:38:59,222 - mmdet - INFO - Epoch [9][2950/7330] lr: 1.000e-04, eta: 3 days, 11:25:36, time: 1.461, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1786, s0.loss_cls: 0.1610, s0.acc: 94.1565, s0.loss_bbox: 0.0965, s0.loss_mask: 0.1950, s1.loss_cls: 0.0745, s1.acc: 94.6394, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0923, s2.loss_cls: 0.0380, s2.acc: 94.3961, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0435, loss: 1.0971 2022-05-13 05:40:11,104 - mmdet - INFO - Epoch [9][3000/7330] lr: 1.000e-04, eta: 3 days, 11:24:14, time: 1.438, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1832, s0.loss_cls: 0.1676, s0.acc: 93.9902, s0.loss_bbox: 0.0980, s0.loss_mask: 0.2055, s1.loss_cls: 0.0782, s1.acc: 94.4073, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0958, s2.loss_cls: 0.0395, s2.acc: 94.2373, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0449, loss: 1.1361 2022-05-13 05:41:23,774 - mmdet - INFO - Epoch [9][3050/7330] lr: 1.000e-04, eta: 3 days, 11:22:55, time: 1.454, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1838, s0.loss_cls: 0.1653, s0.acc: 94.0352, s0.loss_bbox: 0.0984, s0.loss_mask: 0.2031, s1.loss_cls: 0.0779, s1.acc: 94.4357, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0954, s2.loss_cls: 0.0393, s2.acc: 94.0888, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0446, loss: 1.1290 2022-05-13 05:42:37,239 - mmdet - INFO - Epoch [9][3100/7330] lr: 1.000e-04, eta: 3 days, 11:21:38, time: 1.469, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1839, s0.loss_cls: 0.1653, s0.acc: 93.9868, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2041, s1.loss_cls: 0.0773, s1.acc: 94.4409, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0954, s2.loss_cls: 0.0394, s2.acc: 94.1913, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0447, loss: 1.1340 2022-05-13 05:43:50,595 - mmdet - INFO - Epoch [9][3150/7330] lr: 1.000e-04, eta: 3 days, 11:20:21, time: 1.467, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1867, s0.loss_cls: 0.1773, s0.acc: 93.6685, s0.loss_bbox: 0.0992, s0.loss_mask: 0.2053, s1.loss_cls: 0.0840, s1.acc: 94.0531, s1.loss_bbox: 0.1083, s1.loss_mask: 0.0962, s2.loss_cls: 0.0430, s2.acc: 93.8915, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0452, loss: 1.1663 2022-05-13 05:45:03,732 - mmdet - INFO - Epoch [9][3200/7330] lr: 1.000e-04, eta: 3 days, 11:19:03, time: 1.463, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1907, s0.loss_cls: 0.1677, s0.acc: 93.9961, s0.loss_bbox: 0.0947, s0.loss_mask: 0.2044, s1.loss_cls: 0.0791, s1.acc: 94.3522, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0959, s2.loss_cls: 0.0403, s2.acc: 94.1228, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0453, loss: 1.1415 2022-05-13 05:46:16,489 - mmdet - INFO - Epoch [9][3250/7330] lr: 1.000e-04, eta: 3 days, 11:17:44, time: 1.455, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1806, s0.loss_cls: 0.1642, s0.acc: 94.0627, s0.loss_bbox: 0.0960, s0.loss_mask: 0.2006, s1.loss_cls: 0.0759, s1.acc: 94.5141, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0938, s2.loss_cls: 0.0381, s2.acc: 94.3829, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0442, loss: 1.1127 2022-05-13 05:47:28,224 - mmdet - INFO - Epoch [9][3300/7330] lr: 1.000e-04, eta: 3 days, 11:16:22, time: 1.435, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1869, s0.loss_cls: 0.1647, s0.acc: 94.0662, s0.loss_bbox: 0.0955, s0.loss_mask: 0.2075, s1.loss_cls: 0.0773, s1.acc: 94.5358, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0973, s2.loss_cls: 0.0391, s2.acc: 94.3431, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0459, loss: 1.1327 2022-05-13 05:48:39,644 - mmdet - INFO - Epoch [9][3350/7330] lr: 1.000e-04, eta: 3 days, 11:14:59, time: 1.428, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1884, s0.loss_cls: 0.1621, s0.acc: 94.1428, s0.loss_bbox: 0.0968, s0.loss_mask: 0.2012, s1.loss_cls: 0.0755, s1.acc: 94.5965, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0943, s2.loss_cls: 0.0381, s2.acc: 94.3622, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0441, loss: 1.1211 2022-05-13 05:49:52,046 - mmdet - INFO - Epoch [9][3400/7330] lr: 1.000e-04, eta: 3 days, 11:13:39, time: 1.448, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1861, s0.loss_cls: 0.1664, s0.acc: 93.9644, s0.loss_bbox: 0.0963, s0.loss_mask: 0.1990, s1.loss_cls: 0.0775, s1.acc: 94.3345, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0933, s2.loss_cls: 0.0389, s2.acc: 94.1982, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0437, loss: 1.1249 2022-05-13 05:51:04,527 - mmdet - INFO - Epoch [9][3450/7330] lr: 1.000e-04, eta: 3 days, 11:12:19, time: 1.449, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1868, s0.loss_cls: 0.1631, s0.acc: 94.1248, s0.loss_bbox: 0.0939, s0.loss_mask: 0.1989, s1.loss_cls: 0.0754, s1.acc: 94.5357, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0937, s2.loss_cls: 0.0385, s2.acc: 94.2305, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0439, loss: 1.1146 2022-05-13 05:52:17,126 - mmdet - INFO - Epoch [9][3500/7330] lr: 1.000e-04, eta: 3 days, 11:10:59, time: 1.452, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1842, s0.loss_cls: 0.1745, s0.acc: 93.7097, s0.loss_bbox: 0.1035, s0.loss_mask: 0.2068, s1.loss_cls: 0.0814, s1.acc: 94.1322, s1.loss_bbox: 0.1099, s1.loss_mask: 0.0974, s2.loss_cls: 0.0412, s2.acc: 93.9490, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0456, loss: 1.1646 2022-05-13 05:53:29,863 - mmdet - INFO - Epoch [9][3550/7330] lr: 1.000e-04, eta: 3 days, 11:09:40, time: 1.455, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1944, s0.loss_cls: 0.1621, s0.acc: 94.1406, s0.loss_bbox: 0.0957, s0.loss_mask: 0.2027, s1.loss_cls: 0.0766, s1.acc: 94.5369, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0952, s2.loss_cls: 0.0385, s2.acc: 94.3416, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0448, loss: 1.1275 2022-05-13 05:54:43,040 - mmdet - INFO - Epoch [9][3600/7330] lr: 1.000e-04, eta: 3 days, 11:08:23, time: 1.463, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1691, s0.acc: 93.9500, s0.loss_bbox: 0.0994, s0.loss_mask: 0.2025, s1.loss_cls: 0.0784, s1.acc: 94.4138, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0959, s2.loss_cls: 0.0398, s2.acc: 94.2015, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0451, loss: 1.1291 2022-05-13 05:55:55,325 - mmdet - INFO - Epoch [9][3650/7330] lr: 1.000e-04, eta: 3 days, 11:07:02, time: 1.446, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1829, s0.loss_cls: 0.1628, s0.acc: 94.2576, s0.loss_bbox: 0.0947, s0.loss_mask: 0.2050, s1.loss_cls: 0.0754, s1.acc: 94.6564, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0966, s2.loss_cls: 0.0374, s2.acc: 94.4889, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0456, loss: 1.1219 2022-05-13 05:57:08,116 - mmdet - INFO - Epoch [9][3700/7330] lr: 1.000e-04, eta: 3 days, 11:05:43, time: 1.455, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1930, s0.loss_cls: 0.1697, s0.acc: 93.9070, s0.loss_bbox: 0.1004, s0.loss_mask: 0.2051, s1.loss_cls: 0.0801, s1.acc: 94.2721, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0960, s2.loss_cls: 0.0401, s2.acc: 94.1015, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0448, loss: 1.1509 2022-05-13 05:58:21,242 - mmdet - INFO - Epoch [9][3750/7330] lr: 1.000e-04, eta: 3 days, 11:04:26, time: 1.463, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1831, s0.loss_cls: 0.1584, s0.acc: 94.1746, s0.loss_bbox: 0.0935, s0.loss_mask: 0.1981, s1.loss_cls: 0.0735, s1.acc: 94.6877, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0930, s2.loss_cls: 0.0369, s2.acc: 94.5251, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0437, loss: 1.0940 2022-05-13 05:59:33,993 - mmdet - INFO - Epoch [9][3800/7330] lr: 1.000e-04, eta: 3 days, 11:03:07, time: 1.455, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.1924, s0.loss_cls: 0.1606, s0.acc: 94.3555, s0.loss_bbox: 0.0953, s0.loss_mask: 0.2068, s1.loss_cls: 0.0735, s1.acc: 94.8502, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0966, s2.loss_cls: 0.0369, s2.acc: 94.6563, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0453, loss: 1.1286 2022-05-13 06:00:48,132 - mmdet - INFO - Epoch [9][3850/7330] lr: 1.000e-04, eta: 3 days, 11:01:52, time: 1.483, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1870, s0.loss_cls: 0.1616, s0.acc: 94.1704, s0.loss_bbox: 0.0944, s0.loss_mask: 0.2020, s1.loss_cls: 0.0754, s1.acc: 94.6841, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0955, s2.loss_cls: 0.0379, s2.acc: 94.4858, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0446, loss: 1.1101 2022-05-13 06:02:00,281 - mmdet - INFO - Epoch [9][3900/7330] lr: 1.000e-04, eta: 3 days, 11:00:31, time: 1.443, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1878, s0.loss_cls: 0.1625, s0.acc: 94.1838, s0.loss_bbox: 0.0948, s0.loss_mask: 0.2083, s1.loss_cls: 0.0757, s1.acc: 94.6126, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0977, s2.loss_cls: 0.0381, s2.acc: 94.4787, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0457, loss: 1.1266 2022-05-13 06:03:13,759 - mmdet - INFO - Epoch [9][3950/7330] lr: 1.000e-04, eta: 3 days, 10:59:15, time: 1.470, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.1935, s0.loss_cls: 0.1715, s0.acc: 93.8416, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2058, s1.loss_cls: 0.0806, s1.acc: 94.3033, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0958, s2.loss_cls: 0.0400, s2.acc: 94.2527, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0447, loss: 1.1609 2022-05-13 06:04:26,173 - mmdet - INFO - Epoch [9][4000/7330] lr: 1.000e-04, eta: 3 days, 10:57:55, time: 1.448, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1859, s0.loss_cls: 0.1710, s0.acc: 93.8960, s0.loss_bbox: 0.0988, s0.loss_mask: 0.2036, s1.loss_cls: 0.0783, s1.acc: 94.5770, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0962, s2.loss_cls: 0.0397, s2.acc: 94.3275, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0453, loss: 1.1464 2022-05-13 06:05:40,073 - mmdet - INFO - Epoch [9][4050/7330] lr: 1.000e-04, eta: 3 days, 10:56:40, time: 1.478, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1944, s0.loss_cls: 0.1565, s0.acc: 94.4443, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1988, s1.loss_cls: 0.0727, s1.acc: 94.8617, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0930, s2.loss_cls: 0.0369, s2.acc: 94.7427, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0437, loss: 1.0960 2022-05-13 06:06:52,322 - mmdet - INFO - Epoch [9][4100/7330] lr: 1.000e-04, eta: 3 days, 10:55:19, time: 1.445, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1829, s0.loss_cls: 0.1707, s0.acc: 93.8389, s0.loss_bbox: 0.0970, s0.loss_mask: 0.2031, s1.loss_cls: 0.0800, s1.acc: 94.2592, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0953, s2.loss_cls: 0.0399, s2.acc: 94.1331, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0447, loss: 1.1351 2022-05-13 06:08:04,465 - mmdet - INFO - Epoch [9][4150/7330] lr: 1.000e-04, eta: 3 days, 10:53:58, time: 1.443, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1909, s0.loss_cls: 0.1647, s0.acc: 94.1423, s0.loss_bbox: 0.0944, s0.loss_mask: 0.1968, s1.loss_cls: 0.0760, s1.acc: 94.5613, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0918, s2.loss_cls: 0.0381, s2.acc: 94.3869, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0429, loss: 1.1133 2022-05-13 06:09:17,547 - mmdet - INFO - Epoch [9][4200/7330] lr: 1.000e-04, eta: 3 days, 10:52:40, time: 1.462, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1786, s0.loss_cls: 0.1594, s0.acc: 94.1848, s0.loss_bbox: 0.0958, s0.loss_mask: 0.2013, s1.loss_cls: 0.0748, s1.acc: 94.6473, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0945, s2.loss_cls: 0.0378, s2.acc: 94.4544, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0444, loss: 1.1053 2022-05-13 06:10:30,241 - mmdet - INFO - Epoch [9][4250/7330] lr: 1.000e-04, eta: 3 days, 10:51:21, time: 1.454, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1856, s0.loss_cls: 0.1610, s0.acc: 94.1475, s0.loss_bbox: 0.0950, s0.loss_mask: 0.1977, s1.loss_cls: 0.0737, s1.acc: 94.6996, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0925, s2.loss_cls: 0.0378, s2.acc: 94.4763, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0434, loss: 1.1014 2022-05-13 06:11:43,543 - mmdet - INFO - Epoch [9][4300/7330] lr: 1.000e-04, eta: 3 days, 10:50:04, time: 1.466, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1829, s0.loss_cls: 0.1721, s0.acc: 93.7910, s0.loss_bbox: 0.1027, s0.loss_mask: 0.2065, s1.loss_cls: 0.0804, s1.acc: 94.1803, s1.loss_bbox: 0.1099, s1.loss_mask: 0.0970, s2.loss_cls: 0.0404, s2.acc: 93.9893, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0457, loss: 1.1572 2022-05-13 06:12:56,396 - mmdet - INFO - Epoch [9][4350/7330] lr: 1.000e-04, eta: 3 days, 10:48:46, time: 1.457, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1824, s0.loss_cls: 0.1736, s0.acc: 93.6765, s0.loss_bbox: 0.1030, s0.loss_mask: 0.2074, s1.loss_cls: 0.0809, s1.acc: 94.0935, s1.loss_bbox: 0.1096, s1.loss_mask: 0.0974, s2.loss_cls: 0.0410, s2.acc: 93.9223, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0454, loss: 1.1626 2022-05-13 06:14:10,379 - mmdet - INFO - Epoch [9][4400/7330] lr: 1.000e-04, eta: 3 days, 10:47:31, time: 1.479, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1934, s0.loss_cls: 0.1709, s0.acc: 93.8740, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2050, s1.loss_cls: 0.0792, s1.acc: 94.3052, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0971, s2.loss_cls: 0.0405, s2.acc: 94.0439, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0455, loss: 1.1500 2022-05-13 06:15:22,988 - mmdet - INFO - Epoch [9][4450/7330] lr: 1.000e-04, eta: 3 days, 10:46:12, time: 1.453, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1907, s0.loss_cls: 0.1647, s0.acc: 94.2234, s0.loss_bbox: 0.0948, s0.loss_mask: 0.2011, s1.loss_cls: 0.0767, s1.acc: 94.6098, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0943, s2.loss_cls: 0.0387, s2.acc: 94.3773, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0441, loss: 1.1197 2022-05-13 06:16:36,732 - mmdet - INFO - Epoch [9][4500/7330] lr: 1.000e-04, eta: 3 days, 10:44:56, time: 1.475, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1877, s0.loss_cls: 0.1692, s0.acc: 93.9163, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2063, s1.loss_cls: 0.0787, s1.acc: 94.3857, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0969, s2.loss_cls: 0.0396, s2.acc: 94.2734, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0458, loss: 1.1521 2022-05-13 06:17:49,021 - mmdet - INFO - Epoch [9][4550/7330] lr: 1.000e-04, eta: 3 days, 10:43:36, time: 1.446, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1827, s0.loss_cls: 0.1606, s0.acc: 94.1345, s0.loss_bbox: 0.0961, s0.loss_mask: 0.2020, s1.loss_cls: 0.0750, s1.acc: 94.4848, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0944, s2.loss_cls: 0.0381, s2.acc: 94.3492, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0441, loss: 1.1046 2022-05-13 06:19:01,501 - mmdet - INFO - Epoch [9][4600/7330] lr: 1.000e-04, eta: 3 days, 10:42:16, time: 1.450, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1893, s0.loss_cls: 0.1649, s0.acc: 93.9436, s0.loss_bbox: 0.0957, s0.loss_mask: 0.2045, s1.loss_cls: 0.0772, s1.acc: 94.4111, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0961, s2.loss_cls: 0.0391, s2.acc: 94.3096, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0450, loss: 1.1310 2022-05-13 06:20:14,389 - mmdet - INFO - Epoch [9][4650/7330] lr: 1.000e-04, eta: 3 days, 10:40:58, time: 1.458, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1848, s0.loss_cls: 0.1764, s0.acc: 93.6716, s0.loss_bbox: 0.1013, s0.loss_mask: 0.2074, s1.loss_cls: 0.0811, s1.acc: 94.2359, s1.loss_bbox: 0.1094, s1.loss_mask: 0.0972, s2.loss_cls: 0.0409, s2.acc: 94.0659, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0455, loss: 1.1658 2022-05-13 06:21:27,152 - mmdet - INFO - Epoch [9][4700/7330] lr: 1.000e-04, eta: 3 days, 10:39:39, time: 1.455, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1912, s0.loss_cls: 0.1700, s0.acc: 93.9956, s0.loss_bbox: 0.0984, s0.loss_mask: 0.2071, s1.loss_cls: 0.0803, s1.acc: 94.3469, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0981, s2.loss_cls: 0.0408, s2.acc: 94.1921, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0460, loss: 1.1537 2022-05-13 06:22:40,304 - mmdet - INFO - Epoch [9][4750/7330] lr: 1.000e-04, eta: 3 days, 10:38:22, time: 1.463, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1902, s0.loss_cls: 0.1658, s0.acc: 94.0452, s0.loss_bbox: 0.0971, s0.loss_mask: 0.1991, s1.loss_cls: 0.0771, s1.acc: 94.5089, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0941, s2.loss_cls: 0.0391, s2.acc: 94.2377, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0443, loss: 1.1310 2022-05-13 06:23:53,809 - mmdet - INFO - Epoch [9][4800/7330] lr: 1.000e-04, eta: 3 days, 10:37:05, time: 1.470, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1846, s0.loss_cls: 0.1677, s0.acc: 94.0178, s0.loss_bbox: 0.0977, s0.loss_mask: 0.2033, s1.loss_cls: 0.0782, s1.acc: 94.4491, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0957, s2.loss_cls: 0.0393, s2.acc: 94.2752, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0448, loss: 1.1310 2022-05-13 06:25:07,674 - mmdet - INFO - Epoch [9][4850/7330] lr: 1.000e-04, eta: 3 days, 10:35:50, time: 1.478, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1909, s0.loss_cls: 0.1713, s0.acc: 93.8013, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2066, s1.loss_cls: 0.0800, s1.acc: 94.2711, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0970, s2.loss_cls: 0.0406, s2.acc: 94.0973, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0459, loss: 1.1545 2022-05-13 06:26:21,562 - mmdet - INFO - Epoch [9][4900/7330] lr: 1.000e-04, eta: 3 days, 10:34:35, time: 1.478, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1835, s0.loss_cls: 0.1692, s0.acc: 93.8599, s0.loss_bbox: 0.0984, s0.loss_mask: 0.2001, s1.loss_cls: 0.0792, s1.acc: 94.2235, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0935, s2.loss_cls: 0.0403, s2.acc: 94.0227, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0434, loss: 1.1291 2022-05-13 06:27:35,214 - mmdet - INFO - Epoch [9][4950/7330] lr: 1.000e-04, eta: 3 days, 10:33:19, time: 1.473, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1896, s0.loss_cls: 0.1719, s0.acc: 93.8657, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2019, s1.loss_cls: 0.0788, s1.acc: 94.3482, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0939, s2.loss_cls: 0.0404, s2.acc: 94.1654, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0440, loss: 1.1434 2022-05-13 06:28:48,902 - mmdet - INFO - Epoch [9][5000/7330] lr: 1.000e-04, eta: 3 days, 10:32:03, time: 1.474, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1897, s0.loss_cls: 0.1719, s0.acc: 94.0022, s0.loss_bbox: 0.0938, s0.loss_mask: 0.2011, s1.loss_cls: 0.0798, s1.acc: 94.3932, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0950, s2.loss_cls: 0.0400, s2.acc: 94.2713, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0448, loss: 1.1351 2022-05-13 06:30:01,436 - mmdet - INFO - Epoch [9][5050/7330] lr: 1.000e-04, eta: 3 days, 10:30:44, time: 1.451, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1954, s0.loss_cls: 0.1639, s0.acc: 94.1575, s0.loss_bbox: 0.0948, s0.loss_mask: 0.1985, s1.loss_cls: 0.0763, s1.acc: 94.5649, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0929, s2.loss_cls: 0.0387, s2.acc: 94.2567, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0433, loss: 1.1176 2022-05-13 06:31:15,613 - mmdet - INFO - Epoch [9][5100/7330] lr: 1.000e-04, eta: 3 days, 10:29:29, time: 1.483, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1856, s0.loss_cls: 0.1643, s0.acc: 94.1125, s0.loss_bbox: 0.0970, s0.loss_mask: 0.2038, s1.loss_cls: 0.0758, s1.acc: 94.5288, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0960, s2.loss_cls: 0.0390, s2.acc: 94.1923, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0449, loss: 1.1291 2022-05-13 06:32:28,424 - mmdet - INFO - Epoch [9][5150/7330] lr: 1.000e-04, eta: 3 days, 10:28:11, time: 1.456, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1855, s0.loss_cls: 0.1569, s0.acc: 94.2830, s0.loss_bbox: 0.0934, s0.loss_mask: 0.2085, s1.loss_cls: 0.0729, s1.acc: 94.6603, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0985, s2.loss_cls: 0.0371, s2.acc: 94.4602, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0465, loss: 1.1159 2022-05-13 06:33:43,112 - mmdet - INFO - Epoch [9][5200/7330] lr: 1.000e-04, eta: 3 days, 10:26:58, time: 1.492, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1929, s0.loss_cls: 0.1636, s0.acc: 94.0789, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2041, s1.loss_cls: 0.0759, s1.acc: 94.4763, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0953, s2.loss_cls: 0.0395, s2.acc: 94.2186, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0448, loss: 1.1396 2022-05-13 06:34:56,541 - mmdet - INFO - Epoch [9][5250/7330] lr: 1.000e-04, eta: 3 days, 10:25:42, time: 1.470, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1921, s0.loss_cls: 0.1574, s0.acc: 94.1816, s0.loss_bbox: 0.0922, s0.loss_mask: 0.1997, s1.loss_cls: 0.0726, s1.acc: 94.6666, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0932, s2.loss_cls: 0.0375, s2.acc: 94.4547, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0443, loss: 1.1001 2022-05-13 06:36:09,680 - mmdet - INFO - Epoch [9][5300/7330] lr: 1.000e-04, eta: 3 days, 10:24:24, time: 1.463, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1883, s0.loss_cls: 0.1666, s0.acc: 94.0996, s0.loss_bbox: 0.0938, s0.loss_mask: 0.2016, s1.loss_cls: 0.0785, s1.acc: 94.4626, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0941, s2.loss_cls: 0.0396, s2.acc: 94.3154, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0443, loss: 1.1239 2022-05-13 06:37:22,096 - mmdet - INFO - Epoch [9][5350/7330] lr: 1.000e-04, eta: 3 days, 10:23:05, time: 1.448, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1961, s0.loss_cls: 0.1651, s0.acc: 94.0588, s0.loss_bbox: 0.0963, s0.loss_mask: 0.2013, s1.loss_cls: 0.0759, s1.acc: 94.4935, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0947, s2.loss_cls: 0.0383, s2.acc: 94.3969, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0444, loss: 1.1324 2022-05-13 06:38:34,669 - mmdet - INFO - Epoch [9][5400/7330] lr: 1.000e-04, eta: 3 days, 10:21:45, time: 1.451, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1839, s0.loss_cls: 0.1627, s0.acc: 94.1619, s0.loss_bbox: 0.0937, s0.loss_mask: 0.2048, s1.loss_cls: 0.0763, s1.acc: 94.6299, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0959, s2.loss_cls: 0.0385, s2.acc: 94.4738, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0452, loss: 1.1137 2022-05-13 06:39:48,143 - mmdet - INFO - Epoch [9][5450/7330] lr: 1.000e-04, eta: 3 days, 10:20:29, time: 1.469, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1863, s0.loss_cls: 0.1686, s0.acc: 94.0208, s0.loss_bbox: 0.0943, s0.loss_mask: 0.1989, s1.loss_cls: 0.0776, s1.acc: 94.5729, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0937, s2.loss_cls: 0.0396, s2.acc: 94.3737, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0438, loss: 1.1220 2022-05-13 06:41:00,810 - mmdet - INFO - Epoch [9][5500/7330] lr: 1.000e-04, eta: 3 days, 10:19:10, time: 1.453, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1829, s0.loss_cls: 0.1661, s0.acc: 93.9897, s0.loss_bbox: 0.0971, s0.loss_mask: 0.2055, s1.loss_cls: 0.0779, s1.acc: 94.3918, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0968, s2.loss_cls: 0.0396, s2.acc: 94.1182, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0453, loss: 1.1304 2022-05-13 06:42:14,684 - mmdet - INFO - Epoch [9][5550/7330] lr: 1.000e-04, eta: 3 days, 10:17:55, time: 1.477, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1925, s0.loss_cls: 0.1705, s0.acc: 93.9314, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2032, s1.loss_cls: 0.0795, s1.acc: 94.3398, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0954, s2.loss_cls: 0.0402, s2.acc: 94.1593, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0448, loss: 1.1416 2022-05-13 06:43:27,540 - mmdet - INFO - Epoch [9][5600/7330] lr: 1.000e-04, eta: 3 days, 10:16:37, time: 1.458, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1650, s0.acc: 93.9971, s0.loss_bbox: 0.0977, s0.loss_mask: 0.2051, s1.loss_cls: 0.0760, s1.acc: 94.5185, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0967, s2.loss_cls: 0.0392, s2.acc: 94.2331, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0454, loss: 1.1209 2022-05-13 06:44:41,324 - mmdet - INFO - Epoch [9][5650/7330] lr: 1.000e-04, eta: 3 days, 10:15:21, time: 1.475, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1878, s0.loss_cls: 0.1648, s0.acc: 94.0508, s0.loss_bbox: 0.0969, s0.loss_mask: 0.2021, s1.loss_cls: 0.0773, s1.acc: 94.4362, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0942, s2.loss_cls: 0.0385, s2.acc: 94.3391, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0446, loss: 1.1287 2022-05-13 06:45:53,448 - mmdet - INFO - Epoch [9][5700/7330] lr: 1.000e-04, eta: 3 days, 10:14:01, time: 1.443, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1834, s0.loss_cls: 0.1611, s0.acc: 94.2224, s0.loss_bbox: 0.0956, s0.loss_mask: 0.2078, s1.loss_cls: 0.0753, s1.acc: 94.5803, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0982, s2.loss_cls: 0.0385, s2.acc: 94.3080, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0461, loss: 1.1287 2022-05-13 06:47:06,835 - mmdet - INFO - Epoch [9][5750/7330] lr: 1.000e-04, eta: 3 days, 10:12:44, time: 1.468, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1860, s0.loss_cls: 0.1604, s0.acc: 94.2793, s0.loss_bbox: 0.0913, s0.loss_mask: 0.2000, s1.loss_cls: 0.0759, s1.acc: 94.5573, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0949, s2.loss_cls: 0.0384, s2.acc: 94.3422, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0446, loss: 1.1046 2022-05-13 06:48:20,312 - mmdet - INFO - Epoch [9][5800/7330] lr: 1.000e-04, eta: 3 days, 10:11:28, time: 1.470, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1778, s0.loss_cls: 0.1678, s0.acc: 93.9846, s0.loss_bbox: 0.0947, s0.loss_mask: 0.2020, s1.loss_cls: 0.0758, s1.acc: 94.5749, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0952, s2.loss_cls: 0.0381, s2.acc: 94.4445, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0450, loss: 1.1172 2022-05-13 06:49:34,708 - mmdet - INFO - Epoch [9][5850/7330] lr: 1.000e-04, eta: 3 days, 10:10:14, time: 1.487, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.1837, s0.loss_cls: 0.1749, s0.acc: 93.5903, s0.loss_bbox: 0.1047, s0.loss_mask: 0.2096, s1.loss_cls: 0.0806, s1.acc: 94.1419, s1.loss_bbox: 0.1101, s1.loss_mask: 0.0981, s2.loss_cls: 0.0412, s2.acc: 93.8290, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0455, loss: 1.1718 2022-05-13 06:50:48,490 - mmdet - INFO - Epoch [9][5900/7330] lr: 1.000e-04, eta: 3 days, 10:08:59, time: 1.476, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1882, s0.loss_cls: 0.1675, s0.acc: 93.9075, s0.loss_bbox: 0.0972, s0.loss_mask: 0.1988, s1.loss_cls: 0.0790, s1.acc: 94.2108, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0940, s2.loss_cls: 0.0404, s2.acc: 93.9402, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0447, loss: 1.1326 2022-05-13 06:51:59,955 - mmdet - INFO - Epoch [9][5950/7330] lr: 1.000e-04, eta: 3 days, 10:07:36, time: 1.429, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1909, s0.loss_cls: 0.1678, s0.acc: 93.9255, s0.loss_bbox: 0.0950, s0.loss_mask: 0.2046, s1.loss_cls: 0.0798, s1.acc: 94.3069, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0954, s2.loss_cls: 0.0398, s2.acc: 94.1552, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0452, loss: 1.1378 2022-05-13 06:53:14,381 - mmdet - INFO - Epoch [9][6000/7330] lr: 1.000e-04, eta: 3 days, 10:06:23, time: 1.488, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1862, s0.loss_cls: 0.1731, s0.acc: 93.8247, s0.loss_bbox: 0.0976, s0.loss_mask: 0.2009, s1.loss_cls: 0.0819, s1.acc: 94.1938, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0945, s2.loss_cls: 0.0412, s2.acc: 93.9965, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0444, loss: 1.1476 2022-05-13 06:54:27,953 - mmdet - INFO - Epoch [9][6050/7330] lr: 1.000e-04, eta: 3 days, 10:05:07, time: 1.471, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1819, s0.loss_cls: 0.1660, s0.acc: 93.9822, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2060, s1.loss_cls: 0.0786, s1.acc: 94.2246, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0971, s2.loss_cls: 0.0405, s2.acc: 94.0478, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0456, loss: 1.1427 2022-05-13 06:55:40,714 - mmdet - INFO - Epoch [9][6100/7330] lr: 1.000e-04, eta: 3 days, 10:03:48, time: 1.455, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1827, s0.loss_cls: 0.1638, s0.acc: 94.0776, s0.loss_bbox: 0.0962, s0.loss_mask: 0.2019, s1.loss_cls: 0.0769, s1.acc: 94.5327, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0955, s2.loss_cls: 0.0390, s2.acc: 94.3740, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0444, loss: 1.1244 2022-05-13 06:56:53,553 - mmdet - INFO - Epoch [9][6150/7330] lr: 1.000e-04, eta: 3 days, 10:02:30, time: 1.457, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1842, s0.loss_cls: 0.1603, s0.acc: 94.2197, s0.loss_bbox: 0.0928, s0.loss_mask: 0.2057, s1.loss_cls: 0.0746, s1.acc: 94.6509, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0969, s2.loss_cls: 0.0379, s2.acc: 94.5574, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0456, loss: 1.1145 2022-05-13 06:58:07,160 - mmdet - INFO - Epoch [9][6200/7330] lr: 1.000e-04, eta: 3 days, 10:01:14, time: 1.472, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1964, s0.loss_cls: 0.1671, s0.acc: 93.9475, s0.loss_bbox: 0.0981, s0.loss_mask: 0.2032, s1.loss_cls: 0.0779, s1.acc: 94.3663, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0955, s2.loss_cls: 0.0399, s2.acc: 94.1155, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0445, loss: 1.1509 2022-05-13 06:59:19,340 - mmdet - INFO - Epoch [9][6250/7330] lr: 1.000e-04, eta: 3 days, 9:59:54, time: 1.444, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1851, s0.loss_cls: 0.1673, s0.acc: 93.9062, s0.loss_bbox: 0.0971, s0.loss_mask: 0.1998, s1.loss_cls: 0.0778, s1.acc: 94.2488, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0939, s2.loss_cls: 0.0392, s2.acc: 94.0890, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0442, loss: 1.1282 2022-05-13 07:00:31,838 - mmdet - INFO - Epoch [9][6300/7330] lr: 1.000e-04, eta: 3 days, 9:58:34, time: 1.450, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1828, s0.loss_cls: 0.1707, s0.acc: 93.8977, s0.loss_bbox: 0.0997, s0.loss_mask: 0.2068, s1.loss_cls: 0.0794, s1.acc: 94.3393, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0965, s2.loss_cls: 0.0401, s2.acc: 94.1965, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0451, loss: 1.1429 2022-05-13 07:01:44,784 - mmdet - INFO - Epoch [9][6350/7330] lr: 1.000e-04, eta: 3 days, 9:57:16, time: 1.459, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1895, s0.loss_cls: 0.1720, s0.acc: 93.8728, s0.loss_bbox: 0.0955, s0.loss_mask: 0.1974, s1.loss_cls: 0.0809, s1.acc: 94.2434, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0936, s2.loss_cls: 0.0403, s2.acc: 94.0353, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0439, loss: 1.1285 2022-05-13 07:02:58,020 - mmdet - INFO - Epoch [9][6400/7330] lr: 1.000e-04, eta: 3 days, 9:55:59, time: 1.465, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1803, s0.loss_cls: 0.1697, s0.acc: 94.0156, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2008, s1.loss_cls: 0.0791, s1.acc: 94.4518, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0939, s2.loss_cls: 0.0399, s2.acc: 94.1867, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0437, loss: 1.1302 2022-05-13 07:04:12,314 - mmdet - INFO - Epoch [9][6450/7330] lr: 1.000e-04, eta: 3 days, 9:54:45, time: 1.485, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1930, s0.loss_cls: 0.1781, s0.acc: 93.6855, s0.loss_bbox: 0.1028, s0.loss_mask: 0.2085, s1.loss_cls: 0.0816, s1.acc: 94.2133, s1.loss_bbox: 0.1085, s1.loss_mask: 0.0980, s2.loss_cls: 0.0413, s2.acc: 93.9402, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0463, loss: 1.1812 2022-05-13 07:05:25,862 - mmdet - INFO - Epoch [9][6500/7330] lr: 1.000e-04, eta: 3 days, 9:53:29, time: 1.471, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1938, s0.loss_cls: 0.1755, s0.acc: 93.8567, s0.loss_bbox: 0.0961, s0.loss_mask: 0.2007, s1.loss_cls: 0.0803, s1.acc: 94.3539, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0942, s2.loss_cls: 0.0408, s2.acc: 94.1666, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0446, loss: 1.1428 2022-05-13 07:06:38,687 - mmdet - INFO - Epoch [9][6550/7330] lr: 1.000e-04, eta: 3 days, 9:52:11, time: 1.457, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1827, s0.loss_cls: 0.1650, s0.acc: 93.9927, s0.loss_bbox: 0.0951, s0.loss_mask: 0.1978, s1.loss_cls: 0.0766, s1.acc: 94.4886, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0933, s2.loss_cls: 0.0389, s2.acc: 94.2861, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0443, loss: 1.1099 2022-05-13 07:07:50,645 - mmdet - INFO - Epoch [9][6600/7330] lr: 1.000e-04, eta: 3 days, 9:50:50, time: 1.439, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1914, s0.loss_cls: 0.1734, s0.acc: 93.7654, s0.loss_bbox: 0.0975, s0.loss_mask: 0.1991, s1.loss_cls: 0.0812, s1.acc: 94.2150, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0937, s2.loss_cls: 0.0414, s2.acc: 93.9341, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0442, loss: 1.1451 2022-05-13 07:09:04,290 - mmdet - INFO - Epoch [9][6650/7330] lr: 1.000e-04, eta: 3 days, 9:49:34, time: 1.473, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.1870, s0.loss_cls: 0.1764, s0.acc: 93.7202, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2095, s1.loss_cls: 0.0820, s1.acc: 94.1668, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0981, s2.loss_cls: 0.0415, s2.acc: 94.0386, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0465, loss: 1.1662 2022-05-13 07:10:17,193 - mmdet - INFO - Epoch [9][6700/7330] lr: 1.000e-04, eta: 3 days, 9:48:16, time: 1.458, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1905, s0.loss_cls: 0.1742, s0.acc: 94.0647, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1986, s1.loss_cls: 0.0809, s1.acc: 94.5339, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0939, s2.loss_cls: 0.0407, s2.acc: 94.3311, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0443, loss: 1.1304 2022-05-13 07:11:30,535 - mmdet - INFO - Epoch [9][6750/7330] lr: 1.000e-04, eta: 3 days, 9:47:00, time: 1.467, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1799, s0.loss_cls: 0.1652, s0.acc: 94.0142, s0.loss_bbox: 0.0967, s0.loss_mask: 0.2013, s1.loss_cls: 0.0774, s1.acc: 94.4208, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0939, s2.loss_cls: 0.0398, s2.acc: 94.1200, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0438, loss: 1.1223 2022-05-13 07:12:43,791 - mmdet - INFO - Epoch [9][6800/7330] lr: 1.000e-04, eta: 3 days, 9:45:43, time: 1.465, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1812, s0.loss_cls: 0.1783, s0.acc: 93.5784, s0.loss_bbox: 0.1020, s0.loss_mask: 0.2020, s1.loss_cls: 0.0842, s1.acc: 93.9183, s1.loss_bbox: 0.1087, s1.loss_mask: 0.0940, s2.loss_cls: 0.0425, s2.acc: 93.8260, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0439, loss: 1.1609 2022-05-13 07:13:55,872 - mmdet - INFO - Epoch [9][6850/7330] lr: 1.000e-04, eta: 3 days, 9:44:22, time: 1.442, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1867, s0.loss_cls: 0.1613, s0.acc: 94.3091, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1957, s1.loss_cls: 0.0741, s1.acc: 94.6960, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0919, s2.loss_cls: 0.0374, s2.acc: 94.6246, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0435, loss: 1.0930 2022-05-13 07:15:09,897 - mmdet - INFO - Epoch [9][6900/7330] lr: 1.000e-04, eta: 3 days, 9:43:08, time: 1.480, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1903, s0.loss_cls: 0.1667, s0.acc: 94.0925, s0.loss_bbox: 0.0947, s0.loss_mask: 0.2020, s1.loss_cls: 0.0784, s1.acc: 94.4761, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0955, s2.loss_cls: 0.0395, s2.acc: 94.2898, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0449, loss: 1.1305 2022-05-13 07:16:21,787 - mmdet - INFO - Epoch [9][6950/7330] lr: 1.000e-04, eta: 3 days, 9:41:47, time: 1.438, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1580, s0.acc: 94.3997, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1951, s1.loss_cls: 0.0722, s1.acc: 94.8124, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0918, s2.loss_cls: 0.0366, s2.acc: 94.6472, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0433, loss: 1.0694 2022-05-13 07:17:35,920 - mmdet - INFO - Epoch [9][7000/7330] lr: 1.000e-04, eta: 3 days, 9:40:32, time: 1.482, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1855, s0.loss_cls: 0.1669, s0.acc: 94.0195, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1970, s1.loss_cls: 0.0779, s1.acc: 94.4216, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0929, s2.loss_cls: 0.0396, s2.acc: 94.2354, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0436, loss: 1.1104 2022-05-13 07:18:50,233 - mmdet - INFO - Epoch [9][7050/7330] lr: 1.000e-04, eta: 3 days, 9:39:19, time: 1.486, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1863, s0.loss_cls: 0.1705, s0.acc: 93.8442, s0.loss_bbox: 0.0972, s0.loss_mask: 0.2087, s1.loss_cls: 0.0795, s1.acc: 94.2763, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0973, s2.loss_cls: 0.0405, s2.acc: 93.9710, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0456, loss: 1.1470 2022-05-13 07:20:04,132 - mmdet - INFO - Epoch [9][7100/7330] lr: 1.000e-04, eta: 3 days, 9:38:04, time: 1.479, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1778, s0.loss_cls: 0.1692, s0.acc: 93.9585, s0.loss_bbox: 0.0958, s0.loss_mask: 0.1988, s1.loss_cls: 0.0790, s1.acc: 94.3902, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0928, s2.loss_cls: 0.0400, s2.acc: 94.2022, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0438, loss: 1.1214 2022-05-13 07:21:16,946 - mmdet - INFO - Epoch [9][7150/7330] lr: 1.000e-04, eta: 3 days, 9:36:46, time: 1.456, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1830, s0.loss_cls: 0.1676, s0.acc: 93.9773, s0.loss_bbox: 0.1002, s0.loss_mask: 0.2061, s1.loss_cls: 0.0779, s1.acc: 94.4781, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0958, s2.loss_cls: 0.0394, s2.acc: 94.3231, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0447, loss: 1.1428 2022-05-13 07:22:30,683 - mmdet - INFO - Epoch [9][7200/7330] lr: 1.000e-04, eta: 3 days, 9:35:30, time: 1.475, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1772, s0.loss_cls: 0.1524, s0.acc: 94.5461, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1995, s1.loss_cls: 0.0705, s1.acc: 94.9390, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0945, s2.loss_cls: 0.0357, s2.acc: 94.8107, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0446, loss: 1.0714 2022-05-13 07:23:44,463 - mmdet - INFO - Epoch [9][7250/7330] lr: 1.000e-04, eta: 3 days, 9:34:15, time: 1.475, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1811, s0.loss_cls: 0.1671, s0.acc: 93.9709, s0.loss_bbox: 0.0964, s0.loss_mask: 0.2022, s1.loss_cls: 0.0766, s1.acc: 94.4839, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0953, s2.loss_cls: 0.0387, s2.acc: 94.2495, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0450, loss: 1.1253 2022-05-13 07:24:58,037 - mmdet - INFO - Epoch [9][7300/7330] lr: 1.000e-04, eta: 3 days, 9:32:59, time: 1.472, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1961, s0.loss_cls: 0.1652, s0.acc: 94.0659, s0.loss_bbox: 0.0961, s0.loss_mask: 0.2036, s1.loss_cls: 0.0773, s1.acc: 94.4701, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0951, s2.loss_cls: 0.0391, s2.acc: 94.2801, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0446, loss: 1.1377 2022-05-13 07:25:59,854 - mmdet - INFO - Saving checkpoint at 9 epochs 2022-05-13 07:31:14,477 - mmdet - INFO - Evaluating bbox... 2022-05-13 07:32:05,988 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.546 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.737 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.606 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.396 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.593 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.670 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.716 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.716 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.716 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.563 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.759 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.843 2022-05-13 07:32:05,989 - mmdet - INFO - Evaluating segm... 2022-05-13 07:33:04,075 - 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 ] = 0.718 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.523 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.293 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.513 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.659 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.625 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 ] = 0.463 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.664 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.767 2022-05-13 07:33:05,225 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-13 07:33:05,228 - mmdet - INFO - Epoch(val) [9][313] bbox_mAP: 0.5460, bbox_mAP_50: 0.7370, bbox_mAP_75: 0.6060, bbox_mAP_s: 0.3960, bbox_mAP_m: 0.5930, bbox_mAP_l: 0.6700, bbox_mAP_copypaste: 0.546 0.737 0.606 0.396 0.593 0.670, segm_mAP: 0.4790, segm_mAP_50: 0.7180, segm_mAP_75: 0.5230, segm_mAP_s: 0.2930, segm_mAP_m: 0.5130, segm_mAP_l: 0.6590, segm_mAP_copypaste: 0.479 0.718 0.523 0.293 0.513 0.659 2022-05-13 07:38:33,411 - mmdet - INFO - Epoch [10][50/7330] lr: 1.000e-04, eta: 3 days, 9:41:28, time: 6.563, data_time: 5.095, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1842, s0.loss_cls: 0.1546, s0.acc: 94.3369, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1992, s1.loss_cls: 0.0709, s1.acc: 94.8179, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0935, s2.loss_cls: 0.0367, s2.acc: 94.4799, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0436, loss: 1.0919 2022-05-13 07:39:46,127 - mmdet - INFO - Epoch [10][100/7330] lr: 1.000e-04, eta: 3 days, 9:40:09, time: 1.454, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1813, s0.loss_cls: 0.1539, s0.acc: 94.3484, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1972, s1.loss_cls: 0.0703, s1.acc: 94.8506, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0921, s2.loss_cls: 0.0360, s2.acc: 94.6266, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0435, loss: 1.0836 2022-05-13 07:40:58,706 - mmdet - INFO - Epoch [10][150/7330] lr: 1.000e-04, eta: 3 days, 9:38:50, time: 1.452, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1604, s0.acc: 94.2627, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1997, s1.loss_cls: 0.0743, s1.acc: 94.5873, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0936, s2.loss_cls: 0.0373, s2.acc: 94.4470, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0442, loss: 1.0893 2022-05-13 07:42:11,467 - mmdet - INFO - Epoch [10][200/7330] lr: 1.000e-04, eta: 3 days, 9:37:31, time: 1.455, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1790, s0.loss_cls: 0.1505, s0.acc: 94.5000, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1984, s1.loss_cls: 0.0693, s1.acc: 94.9741, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0937, s2.loss_cls: 0.0352, s2.acc: 94.6956, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0437, loss: 1.0678 2022-05-13 07:43:25,171 - mmdet - INFO - Epoch [10][250/7330] lr: 1.000e-04, eta: 3 days, 9:36:15, time: 1.474, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1822, s0.loss_cls: 0.1516, s0.acc: 94.5977, s0.loss_bbox: 0.0928, s0.loss_mask: 0.2003, s1.loss_cls: 0.0696, s1.acc: 95.0742, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0950, s2.loss_cls: 0.0350, s2.acc: 94.8108, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0448, loss: 1.0865 2022-05-13 07:44:37,228 - mmdet - INFO - Epoch [10][300/7330] lr: 1.000e-04, eta: 3 days, 9:34:53, time: 1.441, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1807, s0.loss_cls: 0.1589, s0.acc: 94.2297, s0.loss_bbox: 0.0949, s0.loss_mask: 0.2021, s1.loss_cls: 0.0726, s1.acc: 94.7115, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0946, s2.loss_cls: 0.0367, s2.acc: 94.5576, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0443, loss: 1.1065 2022-05-13 07:45:49,171 - mmdet - INFO - Epoch [10][350/7330] lr: 1.000e-04, eta: 3 days, 9:33:32, time: 1.439, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1781, s0.loss_cls: 0.1533, s0.acc: 94.4983, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1968, s1.loss_cls: 0.0699, s1.acc: 95.0101, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0933, s2.loss_cls: 0.0357, s2.acc: 94.7431, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0444, loss: 1.0738 2022-05-13 07:47:01,954 - mmdet - INFO - Epoch [10][400/7330] lr: 1.000e-04, eta: 3 days, 9:32:13, time: 1.456, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1802, s0.loss_cls: 0.1596, s0.acc: 94.1846, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1973, s1.loss_cls: 0.0745, s1.acc: 94.6251, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0925, s2.loss_cls: 0.0376, s2.acc: 94.4093, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0434, loss: 1.0937 2022-05-13 07:48:15,294 - mmdet - INFO - Epoch [10][450/7330] lr: 1.000e-04, eta: 3 days, 9:30:56, time: 1.467, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1843, s0.loss_cls: 0.1693, s0.acc: 93.8589, s0.loss_bbox: 0.0987, s0.loss_mask: 0.2017, s1.loss_cls: 0.0790, s1.acc: 94.2671, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0947, s2.loss_cls: 0.0405, s2.acc: 93.9478, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0440, loss: 1.1306 2022-05-13 07:49:28,310 - mmdet - INFO - Epoch [10][500/7330] lr: 1.000e-04, eta: 3 days, 9:29:38, time: 1.458, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1841, s0.loss_cls: 0.1602, s0.acc: 94.1089, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1970, s1.loss_cls: 0.0739, s1.acc: 94.6165, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0922, s2.loss_cls: 0.0376, s2.acc: 94.4058, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0432, loss: 1.0932 2022-05-13 07:50:41,425 - mmdet - INFO - Epoch [10][550/7330] lr: 1.000e-04, eta: 3 days, 9:28:20, time: 1.464, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1859, s0.loss_cls: 0.1644, s0.acc: 93.9871, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2036, s1.loss_cls: 0.0760, s1.acc: 94.4857, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0953, s2.loss_cls: 0.0385, s2.acc: 94.2708, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0450, loss: 1.1266 2022-05-13 07:51:54,121 - mmdet - INFO - Epoch [10][600/7330] lr: 1.000e-04, eta: 3 days, 9:27:01, time: 1.454, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1803, s0.loss_cls: 0.1595, s0.acc: 94.2151, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1955, s1.loss_cls: 0.0736, s1.acc: 94.6299, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0909, s2.loss_cls: 0.0365, s2.acc: 94.5630, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0429, loss: 1.0820 2022-05-13 07:53:07,869 - mmdet - INFO - Epoch [10][650/7330] lr: 1.000e-04, eta: 3 days, 9:25:45, time: 1.475, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1864, s0.loss_cls: 0.1737, s0.acc: 93.8074, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2068, s1.loss_cls: 0.0811, s1.acc: 94.2352, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0968, s2.loss_cls: 0.0411, s2.acc: 94.0433, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0450, loss: 1.1558 2022-05-13 07:54:20,176 - mmdet - INFO - Epoch [10][700/7330] lr: 1.000e-04, eta: 3 days, 9:24:25, time: 1.446, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1785, s0.loss_cls: 0.1600, s0.acc: 94.1174, s0.loss_bbox: 0.0966, s0.loss_mask: 0.2029, s1.loss_cls: 0.0757, s1.acc: 94.5087, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0966, s2.loss_cls: 0.0389, s2.acc: 94.1293, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0451, loss: 1.1148 2022-05-13 07:55:32,628 - mmdet - INFO - Epoch [10][750/7330] lr: 1.000e-04, eta: 3 days, 9:23:05, time: 1.449, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.1814, s0.loss_cls: 0.1714, s0.acc: 93.7375, s0.loss_bbox: 0.1031, s0.loss_mask: 0.2070, s1.loss_cls: 0.0793, s1.acc: 94.1707, s1.loss_bbox: 0.1085, s1.loss_mask: 0.0958, s2.loss_cls: 0.0403, s2.acc: 93.9470, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0449, loss: 1.1529 2022-05-13 07:56:45,282 - mmdet - INFO - Epoch [10][800/7330] lr: 1.000e-04, eta: 3 days, 9:21:46, time: 1.453, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1855, s0.loss_cls: 0.1613, s0.acc: 94.0669, s0.loss_bbox: 0.0963, s0.loss_mask: 0.2046, s1.loss_cls: 0.0740, s1.acc: 94.5789, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0967, s2.loss_cls: 0.0377, s2.acc: 94.4703, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0453, loss: 1.1187 2022-05-13 07:57:57,137 - mmdet - INFO - Epoch [10][850/7330] lr: 1.000e-04, eta: 3 days, 9:20:24, time: 1.437, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1822, s0.loss_cls: 0.1660, s0.acc: 93.9167, s0.loss_bbox: 0.0988, s0.loss_mask: 0.2042, s1.loss_cls: 0.0773, s1.acc: 94.3842, s1.loss_bbox: 0.1054, s1.loss_mask: 0.0957, s2.loss_cls: 0.0395, s2.acc: 94.1411, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0451, loss: 1.1335 2022-05-13 07:59:09,649 - mmdet - INFO - Epoch [10][900/7330] lr: 1.000e-04, eta: 3 days, 9:19:05, time: 1.450, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1739, s0.loss_cls: 0.1528, s0.acc: 94.4446, s0.loss_bbox: 0.0911, s0.loss_mask: 0.2047, s1.loss_cls: 0.0708, s1.acc: 94.8808, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0968, s2.loss_cls: 0.0359, s2.acc: 94.7267, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0455, loss: 1.0831 2022-05-13 08:00:23,113 - mmdet - INFO - Epoch [10][950/7330] lr: 1.000e-04, eta: 3 days, 9:17:48, time: 1.469, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1818, s0.loss_cls: 0.1549, s0.acc: 94.2332, s0.loss_bbox: 0.0936, s0.loss_mask: 0.1957, s1.loss_cls: 0.0719, s1.acc: 94.6861, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0915, s2.loss_cls: 0.0369, s2.acc: 94.4470, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0431, loss: 1.0854 2022-05-13 08:01:35,368 - mmdet - INFO - Epoch [10][1000/7330] lr: 1.000e-04, eta: 3 days, 9:16:28, time: 1.446, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1791, s0.loss_cls: 0.1538, s0.acc: 94.4604, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1953, s1.loss_cls: 0.0700, s1.acc: 94.9522, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0921, s2.loss_cls: 0.0355, s2.acc: 94.7956, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0438, loss: 1.0681 2022-05-13 08:02:48,537 - mmdet - INFO - Epoch [10][1050/7330] lr: 1.000e-04, eta: 3 days, 9:15:10, time: 1.463, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1842, s0.loss_cls: 0.1625, s0.acc: 94.1306, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2038, s1.loss_cls: 0.0744, s1.acc: 94.6549, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0957, s2.loss_cls: 0.0375, s2.acc: 94.4777, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0449, loss: 1.1232 2022-05-13 08:04:02,273 - mmdet - INFO - Epoch [10][1100/7330] lr: 1.000e-04, eta: 3 days, 9:13:54, time: 1.475, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1751, s0.loss_cls: 0.1667, s0.acc: 93.9788, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2032, s1.loss_cls: 0.0776, s1.acc: 94.4100, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0957, s2.loss_cls: 0.0402, s2.acc: 94.1726, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0453, loss: 1.1260 2022-05-13 08:05:13,876 - mmdet - INFO - Epoch [10][1150/7330] lr: 1.000e-04, eta: 3 days, 9:12:32, time: 1.431, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1568, s0.acc: 94.2007, s0.loss_bbox: 0.0942, s0.loss_mask: 0.2021, s1.loss_cls: 0.0729, s1.acc: 94.6393, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0955, s2.loss_cls: 0.0374, s2.acc: 94.4483, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0448, loss: 1.0972 2022-05-13 08:06:26,154 - mmdet - INFO - Epoch [10][1200/7330] lr: 1.000e-04, eta: 3 days, 9:11:12, time: 1.446, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1842, s0.loss_cls: 0.1647, s0.acc: 93.9646, s0.loss_bbox: 0.0980, s0.loss_mask: 0.1994, s1.loss_cls: 0.0755, s1.acc: 94.4836, s1.loss_bbox: 0.1054, s1.loss_mask: 0.0935, s2.loss_cls: 0.0377, s2.acc: 94.3383, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0439, loss: 1.1165 2022-05-13 08:07:39,279 - mmdet - INFO - Epoch [10][1250/7330] lr: 1.000e-04, eta: 3 days, 9:09:54, time: 1.463, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1872, s0.loss_cls: 0.1771, s0.acc: 93.5466, s0.loss_bbox: 0.1023, s0.loss_mask: 0.2043, s1.loss_cls: 0.0816, s1.acc: 94.0851, s1.loss_bbox: 0.1091, s1.loss_mask: 0.0965, s2.loss_cls: 0.0413, s2.acc: 93.9838, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0454, loss: 1.1641 2022-05-13 08:08:52,132 - mmdet - INFO - Epoch [10][1300/7330] lr: 1.000e-04, eta: 3 days, 9:08:36, time: 1.457, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1851, s0.loss_cls: 0.1683, s0.acc: 93.9868, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2058, s1.loss_cls: 0.0781, s1.acc: 94.4100, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0958, s2.loss_cls: 0.0397, s2.acc: 94.1667, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0449, loss: 1.1431 2022-05-13 08:10:05,776 - mmdet - INFO - Epoch [10][1350/7330] lr: 1.000e-04, eta: 3 days, 9:07:20, time: 1.473, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1827, s0.loss_cls: 0.1730, s0.acc: 93.7393, s0.loss_bbox: 0.0997, s0.loss_mask: 0.2003, s1.loss_cls: 0.0790, s1.acc: 94.3137, s1.loss_bbox: 0.1075, s1.loss_mask: 0.0943, s2.loss_cls: 0.0403, s2.acc: 94.1708, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0445, loss: 1.1427 2022-05-13 08:11:19,241 - mmdet - INFO - Epoch [10][1400/7330] lr: 1.000e-04, eta: 3 days, 9:06:03, time: 1.469, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1797, s0.loss_cls: 0.1702, s0.acc: 93.8250, s0.loss_bbox: 0.0976, s0.loss_mask: 0.2012, s1.loss_cls: 0.0787, s1.acc: 94.3043, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0948, s2.loss_cls: 0.0399, s2.acc: 94.0942, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0448, loss: 1.1316 2022-05-13 08:12:31,866 - mmdet - INFO - Epoch [10][1450/7330] lr: 1.000e-04, eta: 3 days, 9:04:44, time: 1.452, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1823, s0.loss_cls: 0.1628, s0.acc: 94.2083, s0.loss_bbox: 0.0947, s0.loss_mask: 0.2017, s1.loss_cls: 0.0751, s1.acc: 94.6637, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0948, s2.loss_cls: 0.0385, s2.acc: 94.4142, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0444, loss: 1.1165 2022-05-13 08:13:44,908 - mmdet - INFO - Epoch [10][1500/7330] lr: 1.000e-04, eta: 3 days, 9:03:26, time: 1.461, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1691, s0.acc: 93.8958, s0.loss_bbox: 0.0945, s0.loss_mask: 0.1999, s1.loss_cls: 0.0794, s1.acc: 94.2067, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0941, s2.loss_cls: 0.0400, s2.acc: 94.0428, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0444, loss: 1.1174 2022-05-13 08:14:58,027 - mmdet - INFO - Epoch [10][1550/7330] lr: 1.000e-04, eta: 3 days, 9:02:08, time: 1.463, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1787, s0.loss_cls: 0.1659, s0.acc: 93.8040, s0.loss_bbox: 0.0970, s0.loss_mask: 0.2012, s1.loss_cls: 0.0780, s1.acc: 94.2262, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0950, s2.loss_cls: 0.0393, s2.acc: 94.0933, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0448, loss: 1.1287 2022-05-13 08:16:11,638 - mmdet - INFO - Epoch [10][1600/7330] lr: 1.000e-04, eta: 3 days, 9:00:52, time: 1.472, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1858, s0.loss_cls: 0.1736, s0.acc: 93.6887, s0.loss_bbox: 0.1001, s0.loss_mask: 0.2011, s1.loss_cls: 0.0800, s1.acc: 94.1785, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0950, s2.loss_cls: 0.0407, s2.acc: 93.9266, s2.loss_bbox: 0.0696, s2.loss_mask: 0.0450, loss: 1.1531 2022-05-13 08:17:24,724 - mmdet - INFO - Epoch [10][1650/7330] lr: 1.000e-04, eta: 3 days, 8:59:34, time: 1.462, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1809, s0.loss_cls: 0.1640, s0.acc: 94.1643, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1966, s1.loss_cls: 0.0746, s1.acc: 94.6113, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0926, s2.loss_cls: 0.0375, s2.acc: 94.5641, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0436, loss: 1.0994 2022-05-13 08:18:38,468 - mmdet - INFO - Epoch [10][1700/7330] lr: 1.000e-04, eta: 3 days, 8:58:18, time: 1.475, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0317, loss_semantic_seg: 0.1867, s0.loss_cls: 0.1709, s0.acc: 93.7583, s0.loss_bbox: 0.1006, s0.loss_mask: 0.2000, s1.loss_cls: 0.0797, s1.acc: 94.0737, s1.loss_bbox: 0.1091, s1.loss_mask: 0.0946, s2.loss_cls: 0.0406, s2.acc: 93.8751, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0440, loss: 1.1500 2022-05-13 08:19:50,511 - mmdet - INFO - Epoch [10][1750/7330] lr: 1.000e-04, eta: 3 days, 8:56:57, time: 1.441, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1810, s0.loss_cls: 0.1754, s0.acc: 93.6892, s0.loss_bbox: 0.1006, s0.loss_mask: 0.2046, s1.loss_cls: 0.0838, s1.acc: 93.9790, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0955, s2.loss_cls: 0.0418, s2.acc: 93.9117, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0449, loss: 1.1513 2022-05-13 08:21:03,939 - mmdet - INFO - Epoch [10][1800/7330] lr: 1.000e-04, eta: 3 days, 8:55:41, time: 1.468, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1840, s0.loss_cls: 0.1656, s0.acc: 93.9089, s0.loss_bbox: 0.0978, s0.loss_mask: 0.1996, s1.loss_cls: 0.0763, s1.acc: 94.4607, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0941, s2.loss_cls: 0.0389, s2.acc: 94.2681, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0444, loss: 1.1210 2022-05-13 08:22:17,779 - mmdet - INFO - Epoch [10][1850/7330] lr: 1.000e-04, eta: 3 days, 8:54:25, time: 1.477, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1820, s0.loss_cls: 0.1758, s0.acc: 93.6038, s0.loss_bbox: 0.1010, s0.loss_mask: 0.1981, s1.loss_cls: 0.0810, s1.acc: 94.1929, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0931, s2.loss_cls: 0.0411, s2.acc: 94.0109, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0436, loss: 1.1462 2022-05-13 08:23:31,088 - mmdet - INFO - Epoch [10][1900/7330] lr: 1.000e-04, eta: 3 days, 8:53:08, time: 1.466, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1800, s0.loss_cls: 0.1659, s0.acc: 93.9548, s0.loss_bbox: 0.0966, s0.loss_mask: 0.1998, s1.loss_cls: 0.0776, s1.acc: 94.2969, s1.loss_bbox: 0.1070, s1.loss_mask: 0.0945, s2.loss_cls: 0.0399, s2.acc: 94.0310, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0442, loss: 1.1215 2022-05-13 08:24:43,975 - mmdet - INFO - Epoch [10][1950/7330] lr: 1.000e-04, eta: 3 days, 8:51:50, time: 1.458, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1657, s0.acc: 94.0439, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2076, s1.loss_cls: 0.0766, s1.acc: 94.5638, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0973, s2.loss_cls: 0.0389, s2.acc: 94.2803, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0461, loss: 1.1313 2022-05-13 08:25:56,832 - mmdet - INFO - Epoch [10][2000/7330] lr: 1.000e-04, eta: 3 days, 8:50:31, time: 1.457, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1829, s0.loss_cls: 0.1767, s0.acc: 93.7458, s0.loss_bbox: 0.0999, s0.loss_mask: 0.2033, s1.loss_cls: 0.0830, s1.acc: 94.1843, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0954, s2.loss_cls: 0.0410, s2.acc: 94.0693, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0447, loss: 1.1496 2022-05-13 08:27:09,941 - mmdet - INFO - Epoch [10][2050/7330] lr: 1.000e-04, eta: 3 days, 8:49:14, time: 1.462, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1833, s0.loss_cls: 0.1598, s0.acc: 94.1938, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1960, s1.loss_cls: 0.0744, s1.acc: 94.6560, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0922, s2.loss_cls: 0.0378, s2.acc: 94.4379, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0435, loss: 1.0884 2022-05-13 08:28:22,820 - mmdet - INFO - Epoch [10][2100/7330] lr: 1.000e-04, eta: 3 days, 8:47:55, time: 1.458, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1796, s0.loss_cls: 0.1724, s0.acc: 93.7498, s0.loss_bbox: 0.1030, s0.loss_mask: 0.2064, s1.loss_cls: 0.0800, s1.acc: 94.1374, s1.loss_bbox: 0.1094, s1.loss_mask: 0.0964, s2.loss_cls: 0.0406, s2.acc: 93.9705, s2.loss_bbox: 0.0678, s2.loss_mask: 0.0448, loss: 1.1519 2022-05-13 08:29:36,407 - mmdet - INFO - Epoch [10][2150/7330] lr: 1.000e-04, eta: 3 days, 8:46:39, time: 1.471, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1800, s0.loss_cls: 0.1643, s0.acc: 94.0325, s0.loss_bbox: 0.0956, s0.loss_mask: 0.1952, s1.loss_cls: 0.0758, s1.acc: 94.4661, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0917, s2.loss_cls: 0.0388, s2.acc: 94.2889, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0425, loss: 1.1022 2022-05-13 08:30:49,905 - mmdet - INFO - Epoch [10][2200/7330] lr: 1.000e-04, eta: 3 days, 8:45:23, time: 1.470, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1798, s0.loss_cls: 0.1671, s0.acc: 93.9734, s0.loss_bbox: 0.0977, s0.loss_mask: 0.2054, s1.loss_cls: 0.0767, s1.acc: 94.4818, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0975, s2.loss_cls: 0.0388, s2.acc: 94.2609, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0462, loss: 1.1339 2022-05-13 08:32:03,019 - mmdet - INFO - Epoch [10][2250/7330] lr: 1.000e-04, eta: 3 days, 8:44:05, time: 1.462, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1791, s0.loss_cls: 0.1703, s0.acc: 93.7495, s0.loss_bbox: 0.0993, s0.loss_mask: 0.1999, s1.loss_cls: 0.0792, s1.acc: 94.2341, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0939, s2.loss_cls: 0.0400, s2.acc: 94.1626, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0442, loss: 1.1281 2022-05-13 08:33:15,233 - mmdet - INFO - Epoch [10][2300/7330] lr: 1.000e-04, eta: 3 days, 8:42:45, time: 1.444, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1809, s0.loss_cls: 0.1605, s0.acc: 94.1479, s0.loss_bbox: 0.0971, s0.loss_mask: 0.2028, s1.loss_cls: 0.0758, s1.acc: 94.5279, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0946, s2.loss_cls: 0.0385, s2.acc: 94.3174, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0445, loss: 1.1117 2022-05-13 08:34:29,202 - mmdet - INFO - Epoch [10][2350/7330] lr: 1.000e-04, eta: 3 days, 8:41:30, time: 1.479, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0315, loss_semantic_seg: 0.1869, s0.loss_cls: 0.1684, s0.acc: 93.8545, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2084, s1.loss_cls: 0.0772, s1.acc: 94.4038, s1.loss_bbox: 0.1085, s1.loss_mask: 0.0983, s2.loss_cls: 0.0390, s2.acc: 94.2202, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0465, loss: 1.1611 2022-05-13 08:35:41,483 - mmdet - INFO - Epoch [10][2400/7330] lr: 1.000e-04, eta: 3 days, 8:40:10, time: 1.446, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1848, s0.loss_cls: 0.1597, s0.acc: 94.1919, s0.loss_bbox: 0.0939, s0.loss_mask: 0.2003, s1.loss_cls: 0.0739, s1.acc: 94.6108, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0940, s2.loss_cls: 0.0380, s2.acc: 94.3216, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0442, loss: 1.1018 2022-05-13 08:36:53,888 - mmdet - INFO - Epoch [10][2450/7330] lr: 1.000e-04, eta: 3 days, 8:38:50, time: 1.448, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1877, s0.loss_cls: 0.1606, s0.acc: 94.2273, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1991, s1.loss_cls: 0.0738, s1.acc: 94.6650, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0937, s2.loss_cls: 0.0376, s2.acc: 94.4209, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0440, loss: 1.1081 2022-05-13 08:38:06,594 - mmdet - INFO - Epoch [10][2500/7330] lr: 1.000e-04, eta: 3 days, 8:37:32, time: 1.454, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1789, s0.loss_cls: 0.1651, s0.acc: 94.0537, s0.loss_bbox: 0.0932, s0.loss_mask: 0.2019, s1.loss_cls: 0.0763, s1.acc: 94.5709, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0937, s2.loss_cls: 0.0381, s2.acc: 94.3683, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0439, loss: 1.1061 2022-05-13 08:39:19,827 - mmdet - INFO - Epoch [10][2550/7330] lr: 1.000e-04, eta: 3 days, 8:36:14, time: 1.464, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1854, s0.loss_cls: 0.1641, s0.acc: 94.0493, s0.loss_bbox: 0.0977, s0.loss_mask: 0.2019, s1.loss_cls: 0.0756, s1.acc: 94.5224, s1.loss_bbox: 0.1106, s1.loss_mask: 0.0955, s2.loss_cls: 0.0379, s2.acc: 94.3474, s2.loss_bbox: 0.0703, s2.loss_mask: 0.0451, loss: 1.1345 2022-05-13 08:40:32,568 - mmdet - INFO - Epoch [10][2600/7330] lr: 1.000e-04, eta: 3 days, 8:34:56, time: 1.455, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1834, s0.loss_cls: 0.1690, s0.acc: 93.9402, s0.loss_bbox: 0.0985, s0.loss_mask: 0.2063, s1.loss_cls: 0.0793, s1.acc: 94.2702, s1.loss_bbox: 0.1074, s1.loss_mask: 0.0959, s2.loss_cls: 0.0398, s2.acc: 94.0538, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0448, loss: 1.1430 2022-05-13 08:41:46,127 - mmdet - INFO - Epoch [10][2650/7330] lr: 1.000e-04, eta: 3 days, 8:33:39, time: 1.471, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0311, loss_semantic_seg: 0.1792, s0.loss_cls: 0.1723, s0.acc: 93.9377, s0.loss_bbox: 0.0986, s0.loss_mask: 0.2038, s1.loss_cls: 0.0800, s1.acc: 94.3992, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0951, s2.loss_cls: 0.0408, s2.acc: 94.1054, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0448, loss: 1.1394 2022-05-13 08:42:58,932 - mmdet - INFO - Epoch [10][2700/7330] lr: 1.000e-04, eta: 3 days, 8:32:21, time: 1.456, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1766, s0.loss_cls: 0.1632, s0.acc: 94.1851, s0.loss_bbox: 0.0944, s0.loss_mask: 0.1997, s1.loss_cls: 0.0751, s1.acc: 94.6035, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0937, s2.loss_cls: 0.0377, s2.acc: 94.5823, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0439, loss: 1.0970 2022-05-13 08:44:11,514 - mmdet - INFO - Epoch [10][2750/7330] lr: 1.000e-04, eta: 3 days, 8:31:02, time: 1.452, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1779, s0.loss_cls: 0.1660, s0.acc: 93.9824, s0.loss_bbox: 0.0974, s0.loss_mask: 0.2035, s1.loss_cls: 0.0755, s1.acc: 94.4753, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0956, s2.loss_cls: 0.0385, s2.acc: 94.3725, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0449, loss: 1.1249 2022-05-13 08:45:24,411 - mmdet - INFO - Epoch [10][2800/7330] lr: 1.000e-04, eta: 3 days, 8:29:44, time: 1.458, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1792, s0.loss_cls: 0.1770, s0.acc: 93.6128, s0.loss_bbox: 0.1018, s0.loss_mask: 0.2068, s1.loss_cls: 0.0828, s1.acc: 93.9935, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0956, s2.loss_cls: 0.0418, s2.acc: 93.8291, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0446, loss: 1.1557 2022-05-13 08:46:37,028 - mmdet - INFO - Epoch [10][2850/7330] lr: 1.000e-04, eta: 3 days, 8:28:25, time: 1.452, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1854, s0.loss_cls: 0.1712, s0.acc: 93.8865, s0.loss_bbox: 0.0959, s0.loss_mask: 0.2031, s1.loss_cls: 0.0787, s1.acc: 94.3894, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0950, s2.loss_cls: 0.0394, s2.acc: 94.2827, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0447, loss: 1.1283 2022-05-13 08:47:49,185 - mmdet - INFO - Epoch [10][2900/7330] lr: 1.000e-04, eta: 3 days, 8:27:05, time: 1.443, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1799, s0.loss_cls: 0.1588, s0.acc: 94.2253, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1984, s1.loss_cls: 0.0738, s1.acc: 94.6231, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0933, s2.loss_cls: 0.0377, s2.acc: 94.4558, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0443, loss: 1.0892 2022-05-13 08:49:02,153 - mmdet - INFO - Epoch [10][2950/7330] lr: 1.000e-04, eta: 3 days, 8:25:47, time: 1.459, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1932, s0.loss_cls: 0.1620, s0.acc: 94.1426, s0.loss_bbox: 0.0941, s0.loss_mask: 0.2004, s1.loss_cls: 0.0761, s1.acc: 94.4582, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0938, s2.loss_cls: 0.0383, s2.acc: 94.3289, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0441, loss: 1.1184 2022-05-13 08:50:15,224 - mmdet - INFO - Epoch [10][3000/7330] lr: 1.000e-04, eta: 3 days, 8:24:29, time: 1.461, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1841, s0.loss_cls: 0.1668, s0.acc: 94.0894, s0.loss_bbox: 0.0977, s0.loss_mask: 0.2071, s1.loss_cls: 0.0771, s1.acc: 94.5531, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0965, s2.loss_cls: 0.0392, s2.acc: 94.2688, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0452, loss: 1.1371 2022-05-13 08:51:28,387 - mmdet - INFO - Epoch [10][3050/7330] lr: 1.000e-04, eta: 3 days, 8:23:12, time: 1.463, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1811, s0.loss_cls: 0.1651, s0.acc: 94.0288, s0.loss_bbox: 0.0967, s0.loss_mask: 0.2046, s1.loss_cls: 0.0768, s1.acc: 94.3912, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0959, s2.loss_cls: 0.0389, s2.acc: 94.2793, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0447, loss: 1.1219 2022-05-13 08:52:40,791 - mmdet - INFO - Epoch [10][3100/7330] lr: 1.000e-04, eta: 3 days, 8:21:52, time: 1.448, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1846, s0.loss_cls: 0.1719, s0.acc: 93.8591, s0.loss_bbox: 0.0966, s0.loss_mask: 0.1986, s1.loss_cls: 0.0807, s1.acc: 94.1771, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0936, s2.loss_cls: 0.0410, s2.acc: 93.9835, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0437, loss: 1.1347 2022-05-13 08:53:53,743 - mmdet - INFO - Epoch [10][3150/7330] lr: 1.000e-04, eta: 3 days, 8:20:34, time: 1.459, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1780, s0.loss_cls: 0.1588, s0.acc: 94.2563, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1983, s1.loss_cls: 0.0740, s1.acc: 94.7086, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0929, s2.loss_cls: 0.0372, s2.acc: 94.4338, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0441, loss: 1.0929 2022-05-13 08:55:06,425 - mmdet - INFO - Epoch [10][3200/7330] lr: 1.000e-04, eta: 3 days, 8:19:16, time: 1.454, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1816, s0.loss_cls: 0.1647, s0.acc: 94.0432, s0.loss_bbox: 0.0947, s0.loss_mask: 0.2031, s1.loss_cls: 0.0766, s1.acc: 94.4746, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0952, s2.loss_cls: 0.0382, s2.acc: 94.3856, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0444, loss: 1.1159 2022-05-13 08:56:19,154 - mmdet - INFO - Epoch [10][3250/7330] lr: 1.000e-04, eta: 3 days, 8:17:57, time: 1.454, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1830, s0.loss_cls: 0.1651, s0.acc: 93.9868, s0.loss_bbox: 0.0993, s0.loss_mask: 0.2025, s1.loss_cls: 0.0771, s1.acc: 94.3952, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0941, s2.loss_cls: 0.0392, s2.acc: 94.1530, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0439, loss: 1.1273 2022-05-13 08:57:31,981 - mmdet - INFO - Epoch [10][3300/7330] lr: 1.000e-04, eta: 3 days, 8:16:39, time: 1.456, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1812, s0.loss_cls: 0.1609, s0.acc: 94.0999, s0.loss_bbox: 0.0950, s0.loss_mask: 0.2019, s1.loss_cls: 0.0741, s1.acc: 94.6010, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0941, s2.loss_cls: 0.0378, s2.acc: 94.3974, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0442, loss: 1.1084 2022-05-13 08:58:45,096 - mmdet - INFO - Epoch [10][3350/7330] lr: 1.000e-04, eta: 3 days, 8:15:21, time: 1.462, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1707, s0.acc: 93.8762, s0.loss_bbox: 0.0927, s0.loss_mask: 0.1974, s1.loss_cls: 0.0790, s1.acc: 94.3950, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0923, s2.loss_cls: 0.0402, s2.acc: 94.1335, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0436, loss: 1.1061 2022-05-13 08:59:58,684 - mmdet - INFO - Epoch [10][3400/7330] lr: 1.000e-04, eta: 3 days, 8:14:05, time: 1.472, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1899, s0.loss_cls: 0.1811, s0.acc: 93.5481, s0.loss_bbox: 0.1012, s0.loss_mask: 0.2045, s1.loss_cls: 0.0879, s1.acc: 93.8411, s1.loss_bbox: 0.1118, s1.loss_mask: 0.0960, s2.loss_cls: 0.0446, s2.acc: 93.5752, s2.loss_bbox: 0.0701, s2.loss_mask: 0.0447, loss: 1.1885 2022-05-13 09:01:11,704 - mmdet - INFO - Epoch [10][3450/7330] lr: 1.000e-04, eta: 3 days, 8:12:48, time: 1.460, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1800, s0.loss_cls: 0.1738, s0.acc: 93.7083, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2004, s1.loss_cls: 0.0822, s1.acc: 94.1964, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0941, s2.loss_cls: 0.0418, s2.acc: 94.0233, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0443, loss: 1.1422 2022-05-13 09:02:24,101 - mmdet - INFO - Epoch [10][3500/7330] lr: 1.000e-04, eta: 3 days, 8:11:28, time: 1.447, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1816, s0.loss_cls: 0.1641, s0.acc: 94.0303, s0.loss_bbox: 0.0945, s0.loss_mask: 0.2052, s1.loss_cls: 0.0751, s1.acc: 94.4803, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0967, s2.loss_cls: 0.0385, s2.acc: 94.2667, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0455, loss: 1.1218 2022-05-13 09:03:36,420 - mmdet - INFO - Epoch [10][3550/7330] lr: 1.000e-04, eta: 3 days, 8:10:09, time: 1.447, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1742, s0.loss_cls: 0.1511, s0.acc: 94.4407, s0.loss_bbox: 0.0922, s0.loss_mask: 0.1999, s1.loss_cls: 0.0693, s1.acc: 94.9199, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0946, s2.loss_cls: 0.0355, s2.acc: 94.6774, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0442, loss: 1.0717 2022-05-13 09:04:47,413 - mmdet - INFO - Epoch [10][3600/7330] lr: 1.000e-04, eta: 3 days, 8:08:45, time: 1.420, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1533, s0.acc: 94.4871, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1977, s1.loss_cls: 0.0691, s1.acc: 95.0500, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0922, s2.loss_cls: 0.0350, s2.acc: 94.9268, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0432, loss: 1.0629 2022-05-13 09:05:59,075 - mmdet - INFO - Epoch [10][3650/7330] lr: 1.000e-04, eta: 3 days, 8:07:24, time: 1.433, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1812, s0.loss_cls: 0.1557, s0.acc: 94.3259, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1991, s1.loss_cls: 0.0724, s1.acc: 94.7643, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0937, s2.loss_cls: 0.0370, s2.acc: 94.5794, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0441, loss: 1.0877 2022-05-13 09:07:11,382 - mmdet - INFO - Epoch [10][3700/7330] lr: 1.000e-04, eta: 3 days, 8:06:04, time: 1.446, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1749, s0.loss_cls: 0.1450, s0.acc: 94.7166, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1976, s1.loss_cls: 0.0659, s1.acc: 95.2367, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0929, s2.loss_cls: 0.0335, s2.acc: 95.1058, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0440, loss: 1.0500 2022-05-13 09:08:23,646 - mmdet - INFO - Epoch [10][3750/7330] lr: 1.000e-04, eta: 3 days, 8:04:44, time: 1.446, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1793, s0.loss_cls: 0.1532, s0.acc: 94.4453, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1936, s1.loss_cls: 0.0716, s1.acc: 94.8553, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0914, s2.loss_cls: 0.0361, s2.acc: 94.7630, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0430, loss: 1.0599 2022-05-13 09:09:35,139 - mmdet - INFO - Epoch [10][3800/7330] lr: 1.000e-04, eta: 3 days, 8:03:23, time: 1.430, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1865, s0.loss_cls: 0.1679, s0.acc: 94.0115, s0.loss_bbox: 0.0981, s0.loss_mask: 0.2033, s1.loss_cls: 0.0780, s1.acc: 94.4975, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0953, s2.loss_cls: 0.0394, s2.acc: 94.2811, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0449, loss: 1.1359 2022-05-13 09:10:47,551 - mmdet - INFO - Epoch [10][3850/7330] lr: 1.000e-04, eta: 3 days, 8:02:03, time: 1.448, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1778, s0.loss_cls: 0.1596, s0.acc: 94.1543, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1965, s1.loss_cls: 0.0731, s1.acc: 94.6036, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0934, s2.loss_cls: 0.0379, s2.acc: 94.3513, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0444, loss: 1.0945 2022-05-13 09:12:00,692 - mmdet - INFO - Epoch [10][3900/7330] lr: 1.000e-04, eta: 3 days, 8:00:46, time: 1.463, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1787, s0.loss_cls: 0.1626, s0.acc: 94.0579, s0.loss_bbox: 0.0939, s0.loss_mask: 0.2002, s1.loss_cls: 0.0753, s1.acc: 94.4507, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0939, s2.loss_cls: 0.0379, s2.acc: 94.3510, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0440, loss: 1.1007 2022-05-13 09:13:13,548 - mmdet - INFO - Epoch [10][3950/7330] lr: 1.000e-04, eta: 3 days, 7:59:28, time: 1.457, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1795, s0.loss_cls: 0.1511, s0.acc: 94.5972, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1988, s1.loss_cls: 0.0703, s1.acc: 94.9744, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0936, s2.loss_cls: 0.0359, s2.acc: 94.8383, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0442, loss: 1.0771 2022-05-13 09:14:26,171 - mmdet - INFO - Epoch [10][4000/7330] lr: 1.000e-04, eta: 3 days, 7:58:09, time: 1.453, data_time: 0.023, memory: 64756, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1892, s0.loss_cls: 0.1485, s0.acc: 94.5598, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1979, s1.loss_cls: 0.0701, s1.acc: 94.9715, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0924, s2.loss_cls: 0.0356, s2.acc: 94.7863, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0433, loss: 1.0779 2022-05-13 09:15:38,236 - mmdet - INFO - Epoch [10][4050/7330] lr: 1.000e-04, eta: 3 days, 7:56:49, time: 1.441, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1889, s0.loss_cls: 0.1464, s0.acc: 94.6604, s0.loss_bbox: 0.0905, s0.loss_mask: 0.2057, s1.loss_cls: 0.0674, s1.acc: 95.1674, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0967, s2.loss_cls: 0.0345, s2.acc: 94.9351, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0451, loss: 1.0861 2022-05-13 09:16:50,009 - mmdet - INFO - Epoch [10][4100/7330] lr: 1.000e-04, eta: 3 days, 7:55:28, time: 1.435, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1758, s0.loss_cls: 0.1470, s0.acc: 94.7385, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1982, s1.loss_cls: 0.0666, s1.acc: 95.1981, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0928, s2.loss_cls: 0.0342, s2.acc: 95.0376, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0441, loss: 1.0544 2022-05-13 09:18:01,668 - mmdet - INFO - Epoch [10][4150/7330] lr: 1.000e-04, eta: 3 days, 7:54:07, time: 1.433, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1867, s0.loss_cls: 0.1472, s0.acc: 94.6790, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1990, s1.loss_cls: 0.0680, s1.acc: 95.0885, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0925, s2.loss_cls: 0.0343, s2.acc: 94.9156, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0435, loss: 1.0624 2022-05-13 09:19:14,132 - mmdet - INFO - Epoch [10][4200/7330] lr: 1.000e-04, eta: 3 days, 7:52:48, time: 1.449, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1817, s0.loss_cls: 0.1433, s0.acc: 94.6409, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1974, s1.loss_cls: 0.0669, s1.acc: 95.0183, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0918, s2.loss_cls: 0.0342, s2.acc: 94.8242, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0429, loss: 1.0481 2022-05-13 09:20:26,399 - mmdet - INFO - Epoch [10][4250/7330] lr: 1.000e-04, eta: 3 days, 7:51:28, time: 1.445, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1870, s0.loss_cls: 0.1393, s0.acc: 95.0408, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1919, s1.loss_cls: 0.0650, s1.acc: 95.3836, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0907, s2.loss_cls: 0.0330, s2.acc: 95.1419, s2.loss_bbox: 0.0560, s2.loss_mask: 0.0427, loss: 1.0266 2022-05-13 09:21:39,586 - mmdet - INFO - Epoch [10][4300/7330] lr: 1.000e-04, eta: 3 days, 7:50:11, time: 1.464, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1797, s0.loss_cls: 0.1535, s0.acc: 94.3472, s0.loss_bbox: 0.0914, s0.loss_mask: 0.2037, s1.loss_cls: 0.0710, s1.acc: 94.7265, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0951, s2.loss_cls: 0.0354, s2.acc: 94.6477, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0446, loss: 1.0846 2022-05-13 09:22:51,718 - mmdet - INFO - Epoch [10][4350/7330] lr: 1.000e-04, eta: 3 days, 7:48:50, time: 1.440, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1825, s0.loss_cls: 0.1556, s0.acc: 94.4382, s0.loss_bbox: 0.0928, s0.loss_mask: 0.2000, s1.loss_cls: 0.0711, s1.acc: 94.9539, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0939, s2.loss_cls: 0.0361, s2.acc: 94.7330, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0443, loss: 1.0841 2022-05-13 09:24:04,393 - mmdet - INFO - Epoch [10][4400/7330] lr: 1.000e-04, eta: 3 days, 7:47:32, time: 1.456, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1814, s0.loss_cls: 0.1579, s0.acc: 94.2319, s0.loss_bbox: 0.0946, s0.loss_mask: 0.2027, s1.loss_cls: 0.0730, s1.acc: 94.7577, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0958, s2.loss_cls: 0.0374, s2.acc: 94.5186, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0454, loss: 1.1022 2022-05-13 09:25:16,293 - mmdet - INFO - Epoch [10][4450/7330] lr: 1.000e-04, eta: 3 days, 7:46:12, time: 1.438, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1577, s0.acc: 94.2014, s0.loss_bbox: 0.0963, s0.loss_mask: 0.2009, s1.loss_cls: 0.0742, s1.acc: 94.5929, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0941, s2.loss_cls: 0.0379, s2.acc: 94.4149, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0444, loss: 1.0992 2022-05-13 09:26:28,646 - mmdet - INFO - Epoch [10][4500/7330] lr: 1.000e-04, eta: 3 days, 7:44:52, time: 1.447, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1844, s0.loss_cls: 0.1462, s0.acc: 94.5647, s0.loss_bbox: 0.0903, s0.loss_mask: 0.2019, s1.loss_cls: 0.0670, s1.acc: 94.9846, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0944, s2.loss_cls: 0.0344, s2.acc: 94.8094, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0446, loss: 1.0710 2022-05-13 09:27:41,040 - mmdet - INFO - Epoch [10][4550/7330] lr: 1.000e-04, eta: 3 days, 7:43:33, time: 1.448, data_time: 0.027, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1478, s0.acc: 94.4788, s0.loss_bbox: 0.0921, s0.loss_mask: 0.2019, s1.loss_cls: 0.0689, s1.acc: 94.9338, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0946, s2.loss_cls: 0.0350, s2.acc: 94.8030, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0447, loss: 1.0726 2022-05-13 09:28:53,664 - mmdet - INFO - Epoch [10][4600/7330] lr: 1.000e-04, eta: 3 days, 7:42:15, time: 1.453, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1831, s0.loss_cls: 0.1593, s0.acc: 94.3694, s0.loss_bbox: 0.0950, s0.loss_mask: 0.2034, s1.loss_cls: 0.0740, s1.acc: 94.8437, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0940, s2.loss_cls: 0.0373, s2.acc: 94.6562, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0442, loss: 1.1049 2022-05-13 09:30:05,602 - mmdet - INFO - Epoch [10][4650/7330] lr: 1.000e-04, eta: 3 days, 7:40:54, time: 1.439, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1862, s0.loss_cls: 0.1519, s0.acc: 94.5024, s0.loss_bbox: 0.0913, s0.loss_mask: 0.2007, s1.loss_cls: 0.0697, s1.acc: 94.9536, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0944, s2.loss_cls: 0.0360, s2.acc: 94.6665, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0445, loss: 1.0827 2022-05-13 09:31:17,878 - mmdet - INFO - Epoch [10][4700/7330] lr: 1.000e-04, eta: 3 days, 7:39:34, time: 1.445, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1866, s0.loss_cls: 0.1486, s0.acc: 94.5461, s0.loss_bbox: 0.0915, s0.loss_mask: 0.2043, s1.loss_cls: 0.0670, s1.acc: 95.0682, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0960, s2.loss_cls: 0.0341, s2.acc: 94.8996, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0451, loss: 1.0842 2022-05-13 09:32:31,002 - mmdet - INFO - Epoch [10][4750/7330] lr: 1.000e-04, eta: 3 days, 7:38:17, time: 1.463, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1856, s0.loss_cls: 0.1526, s0.acc: 94.2871, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1987, s1.loss_cls: 0.0711, s1.acc: 94.7260, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0935, s2.loss_cls: 0.0364, s2.acc: 94.5681, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0443, loss: 1.0859 2022-05-13 09:33:42,882 - mmdet - INFO - Epoch [10][4800/7330] lr: 1.000e-04, eta: 3 days, 7:36:57, time: 1.438, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1838, s0.loss_cls: 0.1516, s0.acc: 94.4778, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1934, s1.loss_cls: 0.0694, s1.acc: 94.9470, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0909, s2.loss_cls: 0.0357, s2.acc: 94.8081, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0428, loss: 1.0605 2022-05-13 09:34:55,328 - mmdet - INFO - Epoch [10][4850/7330] lr: 1.000e-04, eta: 3 days, 7:35:38, time: 1.449, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1836, s0.loss_cls: 0.1517, s0.acc: 94.4966, s0.loss_bbox: 0.0909, s0.loss_mask: 0.2012, s1.loss_cls: 0.0706, s1.acc: 94.9245, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0944, s2.loss_cls: 0.0362, s2.acc: 94.6708, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0448, loss: 1.0857 2022-05-13 09:36:08,097 - mmdet - INFO - Epoch [10][4900/7330] lr: 1.000e-04, eta: 3 days, 7:34:20, time: 1.455, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1563, s0.acc: 94.2532, s0.loss_bbox: 0.0932, s0.loss_mask: 0.2074, s1.loss_cls: 0.0717, s1.acc: 94.7440, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0975, s2.loss_cls: 0.0365, s2.acc: 94.4817, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0458, loss: 1.0995 2022-05-13 09:37:20,683 - mmdet - INFO - Epoch [10][4950/7330] lr: 1.000e-04, eta: 3 days, 7:33:01, time: 1.452, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1789, s0.loss_cls: 0.1575, s0.acc: 94.2290, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1995, s1.loss_cls: 0.0722, s1.acc: 94.6140, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0937, s2.loss_cls: 0.0367, s2.acc: 94.4528, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0441, loss: 1.0928 2022-05-13 09:38:32,186 - mmdet - INFO - Epoch [10][5000/7330] lr: 1.000e-04, eta: 3 days, 7:31:39, time: 1.430, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1785, s0.loss_cls: 0.1466, s0.acc: 94.6597, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1972, s1.loss_cls: 0.0672, s1.acc: 95.0738, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0930, s2.loss_cls: 0.0337, s2.acc: 95.0367, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0440, loss: 1.0540 2022-05-13 09:39:44,435 - mmdet - INFO - Epoch [10][5050/7330] lr: 1.000e-04, eta: 3 days, 7:30:20, time: 1.445, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1775, s0.loss_cls: 0.1446, s0.acc: 94.8542, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1942, s1.loss_cls: 0.0670, s1.acc: 95.1777, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0913, s2.loss_cls: 0.0344, s2.acc: 95.0520, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0431, loss: 1.0376 2022-05-13 09:40:57,081 - mmdet - INFO - Epoch [10][5100/7330] lr: 1.000e-04, eta: 3 days, 7:29:02, time: 1.453, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1915, s0.loss_cls: 0.1637, s0.acc: 94.1348, s0.loss_bbox: 0.0954, s0.loss_mask: 0.2019, s1.loss_cls: 0.0759, s1.acc: 94.5467, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0947, s2.loss_cls: 0.0381, s2.acc: 94.2702, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0446, loss: 1.1240 2022-05-13 09:42:10,061 - mmdet - INFO - Epoch [10][5150/7330] lr: 1.000e-04, eta: 3 days, 7:27:44, time: 1.460, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1868, s0.loss_cls: 0.1548, s0.acc: 94.2703, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1979, s1.loss_cls: 0.0714, s1.acc: 94.6734, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0931, s2.loss_cls: 0.0360, s2.acc: 94.5628, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0435, loss: 1.0882 2022-05-13 09:43:22,776 - mmdet - INFO - Epoch [10][5200/7330] lr: 1.000e-04, eta: 3 days, 7:26:26, time: 1.452, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1971, s0.loss_cls: 0.1525, s0.acc: 94.3945, s0.loss_bbox: 0.0918, s0.loss_mask: 0.2028, s1.loss_cls: 0.0703, s1.acc: 94.9265, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0947, s2.loss_cls: 0.0355, s2.acc: 94.7911, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0445, loss: 1.1003 2022-05-13 09:44:35,833 - mmdet - INFO - Epoch [10][5250/7330] lr: 1.000e-04, eta: 3 days, 7:25:08, time: 1.463, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1838, s0.loss_cls: 0.1475, s0.acc: 94.6453, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1926, s1.loss_cls: 0.0674, s1.acc: 95.0625, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0909, s2.loss_cls: 0.0346, s2.acc: 94.8475, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0431, loss: 1.0490 2022-05-13 09:45:47,311 - mmdet - INFO - Epoch [10][5300/7330] lr: 1.000e-04, eta: 3 days, 7:23:47, time: 1.430, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1763, s0.loss_cls: 0.1458, s0.acc: 94.6621, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1928, s1.loss_cls: 0.0667, s1.acc: 95.1413, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0912, s2.loss_cls: 0.0344, s2.acc: 94.8664, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0429, loss: 1.0460 2022-05-13 09:47:00,117 - mmdet - INFO - Epoch [10][5350/7330] lr: 1.000e-04, eta: 3 days, 7:22:29, time: 1.456, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1740, s0.loss_cls: 0.1620, s0.acc: 94.2170, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1956, s1.loss_cls: 0.0753, s1.acc: 94.6579, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0927, s2.loss_cls: 0.0385, s2.acc: 94.4938, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0440, loss: 1.0858 2022-05-13 09:48:12,880 - mmdet - INFO - Epoch [10][5400/7330] lr: 1.000e-04, eta: 3 days, 7:21:11, time: 1.455, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1854, s0.loss_cls: 0.1569, s0.acc: 94.3665, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1959, s1.loss_cls: 0.0733, s1.acc: 94.7425, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0918, s2.loss_cls: 0.0371, s2.acc: 94.6090, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0429, loss: 1.0823 2022-05-13 09:49:25,509 - mmdet - INFO - Epoch [10][5450/7330] lr: 1.000e-04, eta: 3 days, 7:19:52, time: 1.452, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1899, s0.loss_cls: 0.1545, s0.acc: 94.5042, s0.loss_bbox: 0.0883, s0.loss_mask: 0.2003, s1.loss_cls: 0.0721, s1.acc: 94.8964, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0944, s2.loss_cls: 0.0365, s2.acc: 94.6379, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0439, loss: 1.0882 2022-05-13 09:50:38,226 - mmdet - INFO - Epoch [10][5500/7330] lr: 1.000e-04, eta: 3 days, 7:18:34, time: 1.455, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1898, s0.loss_cls: 0.1653, s0.acc: 93.9966, s0.loss_bbox: 0.0938, s0.loss_mask: 0.2004, s1.loss_cls: 0.0773, s1.acc: 94.4075, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0938, s2.loss_cls: 0.0391, s2.acc: 94.1792, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0441, loss: 1.1213 2022-05-13 09:51:50,992 - mmdet - INFO - Epoch [10][5550/7330] lr: 1.000e-04, eta: 3 days, 7:17:16, time: 1.455, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1777, s0.loss_cls: 0.1643, s0.acc: 94.0596, s0.loss_bbox: 0.0969, s0.loss_mask: 0.2022, s1.loss_cls: 0.0754, s1.acc: 94.5424, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0945, s2.loss_cls: 0.0384, s2.acc: 94.4738, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0441, loss: 1.1127 2022-05-13 09:53:03,967 - mmdet - INFO - Epoch [10][5600/7330] lr: 1.000e-04, eta: 3 days, 7:15:59, time: 1.459, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1811, s0.loss_cls: 0.1669, s0.acc: 93.9824, s0.loss_bbox: 0.0949, s0.loss_mask: 0.2002, s1.loss_cls: 0.0759, s1.acc: 94.4439, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0941, s2.loss_cls: 0.0390, s2.acc: 94.2122, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0444, loss: 1.1125 2022-05-13 09:54:16,682 - mmdet - INFO - Epoch [10][5650/7330] lr: 1.000e-04, eta: 3 days, 7:14:41, time: 1.455, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1934, s0.loss_cls: 0.1646, s0.acc: 94.1992, s0.loss_bbox: 0.0953, s0.loss_mask: 0.2047, s1.loss_cls: 0.0756, s1.acc: 94.6277, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0961, s2.loss_cls: 0.0380, s2.acc: 94.4903, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0452, loss: 1.1223 2022-05-13 09:55:28,782 - mmdet - INFO - Epoch [10][5700/7330] lr: 1.000e-04, eta: 3 days, 7:13:21, time: 1.442, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1821, s0.loss_cls: 0.1701, s0.acc: 93.9050, s0.loss_bbox: 0.0968, s0.loss_mask: 0.2042, s1.loss_cls: 0.0791, s1.acc: 94.3186, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0964, s2.loss_cls: 0.0399, s2.acc: 94.1280, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0456, loss: 1.1364 2022-05-13 09:56:41,541 - mmdet - INFO - Epoch [10][5750/7330] lr: 1.000e-04, eta: 3 days, 7:12:03, time: 1.455, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1750, s0.loss_cls: 0.1671, s0.acc: 94.0269, s0.loss_bbox: 0.0975, s0.loss_mask: 0.1978, s1.loss_cls: 0.0768, s1.acc: 94.5111, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0929, s2.loss_cls: 0.0381, s2.acc: 94.4593, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0436, loss: 1.1090 2022-05-13 09:57:55,034 - mmdet - INFO - Epoch [10][5800/7330] lr: 1.000e-04, eta: 3 days, 7:10:47, time: 1.469, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1743, s0.loss_cls: 0.1597, s0.acc: 94.1741, s0.loss_bbox: 0.0950, s0.loss_mask: 0.2024, s1.loss_cls: 0.0735, s1.acc: 94.6490, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0947, s2.loss_cls: 0.0377, s2.acc: 94.5220, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0443, loss: 1.0978 2022-05-13 09:59:08,377 - mmdet - INFO - Epoch [10][5850/7330] lr: 1.000e-04, eta: 3 days, 7:09:30, time: 1.468, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0313, loss_semantic_seg: 0.1839, s0.loss_cls: 0.1713, s0.acc: 93.8284, s0.loss_bbox: 0.1014, s0.loss_mask: 0.2078, s1.loss_cls: 0.0788, s1.acc: 94.2571, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0984, s2.loss_cls: 0.0400, s2.acc: 94.1199, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0460, loss: 1.1600 2022-05-13 10:00:22,130 - mmdet - INFO - Epoch [10][5900/7330] lr: 1.000e-04, eta: 3 days, 7:08:15, time: 1.475, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1799, s0.loss_cls: 0.1558, s0.acc: 94.4009, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1991, s1.loss_cls: 0.0723, s1.acc: 94.8584, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0934, s2.loss_cls: 0.0364, s2.acc: 94.6813, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0443, loss: 1.0754 2022-05-13 10:01:35,109 - mmdet - INFO - Epoch [10][5950/7330] lr: 1.000e-04, eta: 3 days, 7:06:58, time: 1.460, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1837, s0.loss_cls: 0.1766, s0.acc: 93.6851, s0.loss_bbox: 0.1019, s0.loss_mask: 0.2071, s1.loss_cls: 0.0826, s1.acc: 94.1462, s1.loss_bbox: 0.1086, s1.loss_mask: 0.0966, s2.loss_cls: 0.0414, s2.acc: 94.0380, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0448, loss: 1.1624 2022-05-13 10:02:48,275 - mmdet - INFO - Epoch [10][6000/7330] lr: 1.000e-04, eta: 3 days, 7:05:41, time: 1.463, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1844, s0.loss_cls: 0.1617, s0.acc: 94.0298, s0.loss_bbox: 0.0964, s0.loss_mask: 0.1988, s1.loss_cls: 0.0747, s1.acc: 94.4754, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0938, s2.loss_cls: 0.0379, s2.acc: 94.3671, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0444, loss: 1.1080 2022-05-13 10:04:01,948 - mmdet - INFO - Epoch [10][6050/7330] lr: 1.000e-04, eta: 3 days, 7:04:25, time: 1.473, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1789, s0.loss_cls: 0.1630, s0.acc: 94.0632, s0.loss_bbox: 0.0947, s0.loss_mask: 0.2054, s1.loss_cls: 0.0770, s1.acc: 94.3676, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0962, s2.loss_cls: 0.0396, s2.acc: 94.1074, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0447, loss: 1.1191 2022-05-13 10:05:14,432 - mmdet - INFO - Epoch [10][6100/7330] lr: 1.000e-04, eta: 3 days, 7:03:06, time: 1.450, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1787, s0.loss_cls: 0.1665, s0.acc: 93.8364, s0.loss_bbox: 0.1017, s0.loss_mask: 0.2016, s1.loss_cls: 0.0774, s1.acc: 94.3049, s1.loss_bbox: 0.1096, s1.loss_mask: 0.0948, s2.loss_cls: 0.0392, s2.acc: 94.0802, s2.loss_bbox: 0.0682, s2.loss_mask: 0.0445, loss: 1.1359 2022-05-13 10:06:26,945 - mmdet - INFO - Epoch [10][6150/7330] lr: 1.000e-04, eta: 3 days, 7:01:48, time: 1.450, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1842, s0.loss_cls: 0.1704, s0.acc: 93.9126, s0.loss_bbox: 0.0987, s0.loss_mask: 0.2018, s1.loss_cls: 0.0806, s1.acc: 94.2969, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0946, s2.loss_cls: 0.0411, s2.acc: 94.0979, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0445, loss: 1.1436 2022-05-13 10:07:39,683 - mmdet - INFO - Epoch [10][6200/7330] lr: 1.000e-04, eta: 3 days, 7:00:30, time: 1.455, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1798, s0.loss_cls: 0.1555, s0.acc: 94.2893, s0.loss_bbox: 0.0930, s0.loss_mask: 0.1975, s1.loss_cls: 0.0728, s1.acc: 94.7504, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0930, s2.loss_cls: 0.0374, s2.acc: 94.4359, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0439, loss: 1.0877 2022-05-13 10:08:52,120 - mmdet - INFO - Epoch [10][6250/7330] lr: 1.000e-04, eta: 3 days, 6:59:11, time: 1.449, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1799, s0.loss_cls: 0.1634, s0.acc: 94.1016, s0.loss_bbox: 0.0947, s0.loss_mask: 0.2020, s1.loss_cls: 0.0753, s1.acc: 94.5060, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0948, s2.loss_cls: 0.0382, s2.acc: 94.2555, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0447, loss: 1.1117 2022-05-13 10:10:04,620 - mmdet - INFO - Epoch [10][6300/7330] lr: 1.000e-04, eta: 3 days, 6:57:52, time: 1.450, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1900, s0.loss_cls: 0.1635, s0.acc: 94.1262, s0.loss_bbox: 0.0932, s0.loss_mask: 0.2067, s1.loss_cls: 0.0769, s1.acc: 94.5184, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0971, s2.loss_cls: 0.0390, s2.acc: 94.2917, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0458, loss: 1.1304 2022-05-13 10:11:17,919 - mmdet - INFO - Epoch [10][6350/7330] lr: 1.000e-04, eta: 3 days, 6:56:36, time: 1.466, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1812, s0.loss_cls: 0.1618, s0.acc: 94.0886, s0.loss_bbox: 0.0921, s0.loss_mask: 0.2009, s1.loss_cls: 0.0751, s1.acc: 94.4828, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0941, s2.loss_cls: 0.0386, s2.acc: 94.2598, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0443, loss: 1.1092 2022-05-13 10:12:30,376 - mmdet - INFO - Epoch [10][6400/7330] lr: 1.000e-04, eta: 3 days, 6:55:17, time: 1.449, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1936, s0.loss_cls: 0.1648, s0.acc: 94.1445, s0.loss_bbox: 0.0957, s0.loss_mask: 0.2033, s1.loss_cls: 0.0780, s1.acc: 94.5206, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0964, s2.loss_cls: 0.0389, s2.acc: 94.4735, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0453, loss: 1.1343 2022-05-13 10:13:42,553 - mmdet - INFO - Epoch [10][6450/7330] lr: 1.000e-04, eta: 3 days, 6:53:58, time: 1.444, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1865, s0.loss_cls: 0.1734, s0.acc: 93.7720, s0.loss_bbox: 0.1022, s0.loss_mask: 0.2088, s1.loss_cls: 0.0807, s1.acc: 94.3100, s1.loss_bbox: 0.1101, s1.loss_mask: 0.0971, s2.loss_cls: 0.0411, s2.acc: 94.0306, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0451, loss: 1.1621 2022-05-13 10:14:54,189 - mmdet - INFO - Epoch [10][6500/7330] lr: 1.000e-04, eta: 3 days, 6:52:37, time: 1.433, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1816, s0.loss_cls: 0.1611, s0.acc: 94.1453, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1988, s1.loss_cls: 0.0754, s1.acc: 94.5271, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0941, s2.loss_cls: 0.0380, s2.acc: 94.4216, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0442, loss: 1.1019 2022-05-13 10:16:06,675 - mmdet - INFO - Epoch [10][6550/7330] lr: 1.000e-04, eta: 3 days, 6:51:18, time: 1.450, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1871, s0.loss_cls: 0.1646, s0.acc: 94.1055, s0.loss_bbox: 0.0960, s0.loss_mask: 0.1984, s1.loss_cls: 0.0767, s1.acc: 94.4926, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0941, s2.loss_cls: 0.0392, s2.acc: 94.2586, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0442, loss: 1.1170 2022-05-13 10:17:19,785 - mmdet - INFO - Epoch [10][6600/7330] lr: 1.000e-04, eta: 3 days, 6:50:01, time: 1.462, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1811, s0.loss_cls: 0.1597, s0.acc: 94.1790, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1998, s1.loss_cls: 0.0746, s1.acc: 94.5901, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0941, s2.loss_cls: 0.0378, s2.acc: 94.4047, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0443, loss: 1.1005 2022-05-13 10:18:31,881 - mmdet - INFO - Epoch [10][6650/7330] lr: 1.000e-04, eta: 3 days, 6:48:41, time: 1.442, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1907, s0.loss_cls: 0.1596, s0.acc: 94.1614, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1931, s1.loss_cls: 0.0747, s1.acc: 94.5070, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0905, s2.loss_cls: 0.0379, s2.acc: 94.3662, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0422, loss: 1.0911 2022-05-13 10:19:44,426 - mmdet - INFO - Epoch [10][6700/7330] lr: 1.000e-04, eta: 3 days, 6:47:23, time: 1.451, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1860, s0.loss_cls: 0.1597, s0.acc: 94.2361, s0.loss_bbox: 0.0931, s0.loss_mask: 0.2006, s1.loss_cls: 0.0748, s1.acc: 94.5503, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0939, s2.loss_cls: 0.0376, s2.acc: 94.4059, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0442, loss: 1.1029 2022-05-13 10:20:56,936 - mmdet - INFO - Epoch [10][6750/7330] lr: 1.000e-04, eta: 3 days, 6:46:04, time: 1.450, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1936, s0.loss_cls: 0.1702, s0.acc: 93.9668, s0.loss_bbox: 0.0948, s0.loss_mask: 0.2090, s1.loss_cls: 0.0807, s1.acc: 94.3987, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0979, s2.loss_cls: 0.0411, s2.acc: 94.1552, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0459, loss: 1.1481 2022-05-13 10:22:09,665 - mmdet - INFO - Epoch [10][6800/7330] lr: 1.000e-04, eta: 3 days, 6:44:46, time: 1.455, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1845, s0.loss_cls: 0.1619, s0.acc: 94.0774, s0.loss_bbox: 0.0934, s0.loss_mask: 0.2049, s1.loss_cls: 0.0754, s1.acc: 94.5225, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0969, s2.loss_cls: 0.0381, s2.acc: 94.3791, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0450, loss: 1.1176 2022-05-13 10:23:22,014 - mmdet - INFO - Epoch [10][6850/7330] lr: 1.000e-04, eta: 3 days, 6:43:27, time: 1.447, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1861, s0.loss_cls: 0.1575, s0.acc: 94.2417, s0.loss_bbox: 0.0962, s0.loss_mask: 0.2074, s1.loss_cls: 0.0740, s1.acc: 94.6145, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0974, s2.loss_cls: 0.0371, s2.acc: 94.4630, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0458, loss: 1.1189 2022-05-13 10:24:35,605 - mmdet - INFO - Epoch [10][6900/7330] lr: 1.000e-04, eta: 3 days, 6:42:12, time: 1.472, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1766, s0.loss_cls: 0.1603, s0.acc: 94.1641, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1997, s1.loss_cls: 0.0741, s1.acc: 94.6510, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0946, s2.loss_cls: 0.0377, s2.acc: 94.3955, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0442, loss: 1.0912 2022-05-13 10:25:47,872 - mmdet - INFO - Epoch [10][6950/7330] lr: 1.000e-04, eta: 3 days, 6:40:53, time: 1.445, data_time: 0.025, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1843, s0.loss_cls: 0.1632, s0.acc: 94.0464, s0.loss_bbox: 0.0959, s0.loss_mask: 0.2051, s1.loss_cls: 0.0766, s1.acc: 94.4205, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0965, s2.loss_cls: 0.0387, s2.acc: 94.2298, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0454, loss: 1.1273 2022-05-13 10:27:01,113 - mmdet - INFO - Epoch [10][7000/7330] lr: 1.000e-04, eta: 3 days, 6:39:36, time: 1.464, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1734, s0.loss_cls: 0.1624, s0.acc: 94.0771, s0.loss_bbox: 0.0981, s0.loss_mask: 0.2018, s1.loss_cls: 0.0758, s1.acc: 94.4328, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0950, s2.loss_cls: 0.0381, s2.acc: 94.2646, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0445, loss: 1.1085 2022-05-13 10:28:14,942 - mmdet - INFO - Epoch [10][7050/7330] lr: 1.000e-04, eta: 3 days, 6:38:21, time: 1.477, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0312, loss_semantic_seg: 0.1892, s0.loss_cls: 0.1703, s0.acc: 93.8528, s0.loss_bbox: 0.0979, s0.loss_mask: 0.2021, s1.loss_cls: 0.0802, s1.acc: 94.1887, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0950, s2.loss_cls: 0.0401, s2.acc: 94.0744, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0447, loss: 1.1463 2022-05-13 10:29:28,422 - mmdet - INFO - Epoch [10][7100/7330] lr: 1.000e-04, eta: 3 days, 6:37:05, time: 1.470, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1871, s0.loss_cls: 0.1755, s0.acc: 93.6450, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2013, s1.loss_cls: 0.0827, s1.acc: 93.9768, s1.loss_bbox: 0.1064, s1.loss_mask: 0.0949, s2.loss_cls: 0.0418, s2.acc: 93.8558, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0445, loss: 1.1526 2022-05-13 10:30:40,904 - mmdet - INFO - Epoch [10][7150/7330] lr: 1.000e-04, eta: 3 days, 6:35:46, time: 1.449, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1787, s0.loss_cls: 0.1638, s0.acc: 94.0688, s0.loss_bbox: 0.0954, s0.loss_mask: 0.1948, s1.loss_cls: 0.0773, s1.acc: 94.4048, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0918, s2.loss_cls: 0.0394, s2.acc: 94.0662, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0430, loss: 1.1045 2022-05-13 10:31:55,108 - mmdet - INFO - Epoch [10][7200/7330] lr: 1.000e-04, eta: 3 days, 6:34:32, time: 1.485, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1785, s0.loss_cls: 0.1745, s0.acc: 93.7073, s0.loss_bbox: 0.1021, s0.loss_mask: 0.2070, s1.loss_cls: 0.0817, s1.acc: 94.0120, s1.loss_bbox: 0.1101, s1.loss_mask: 0.0966, s2.loss_cls: 0.0413, s2.acc: 93.7321, s2.loss_bbox: 0.0691, s2.loss_mask: 0.0451, loss: 1.1574 2022-05-13 10:33:08,924 - mmdet - INFO - Epoch [10][7250/7330] lr: 1.000e-04, eta: 3 days, 6:33:17, time: 1.476, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1835, s0.loss_cls: 0.1725, s0.acc: 93.7576, s0.loss_bbox: 0.0988, s0.loss_mask: 0.2013, s1.loss_cls: 0.0810, s1.acc: 94.1268, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0942, s2.loss_cls: 0.0409, s2.acc: 93.9738, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0440, loss: 1.1387 2022-05-13 10:34:22,785 - mmdet - INFO - Epoch [10][7300/7330] lr: 1.000e-04, eta: 3 days, 6:32:02, time: 1.477, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1790, s0.loss_cls: 0.1682, s0.acc: 93.9490, s0.loss_bbox: 0.0965, s0.loss_mask: 0.2074, s1.loss_cls: 0.0776, s1.acc: 94.2508, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0980, s2.loss_cls: 0.0395, s2.acc: 94.0836, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0462, loss: 1.1351 2022-05-13 10:35:25,129 - mmdet - INFO - Saving checkpoint at 10 epochs 2022-05-13 10:40:10,181 - mmdet - INFO - Evaluating bbox... 2022-05-13 10:41:03,845 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.548 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.737 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.607 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.394 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.592 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.680 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.718 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.718 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.718 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.556 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.762 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.850 2022-05-13 10:41:03,845 - mmdet - INFO - Evaluating segm... 2022-05-13 10:41:57,609 - 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 ] = 0.717 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.526 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.296 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.515 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.660 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.628 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.628 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.628 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.461 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 ] = 0.772 2022-05-13 10:41:58,742 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-13 10:41:58,744 - mmdet - INFO - Epoch(val) [10][313] bbox_mAP: 0.5480, bbox_mAP_50: 0.7370, bbox_mAP_75: 0.6070, bbox_mAP_s: 0.3940, bbox_mAP_m: 0.5920, bbox_mAP_l: 0.6800, bbox_mAP_copypaste: 0.548 0.737 0.607 0.394 0.592 0.680, segm_mAP: 0.4800, segm_mAP_50: 0.7170, segm_mAP_75: 0.5260, segm_mAP_s: 0.2960, segm_mAP_m: 0.5150, segm_mAP_l: 0.6600, segm_mAP_copypaste: 0.480 0.717 0.526 0.296 0.515 0.660 2022-05-13 10:47:29,438 - mmdet - INFO - Epoch [11][50/7330] lr: 1.000e-04, eta: 3 days, 6:39:14, time: 6.612, data_time: 5.118, memory: 64756, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1797, s0.loss_cls: 0.1706, s0.acc: 93.9541, s0.loss_bbox: 0.0954, s0.loss_mask: 0.2029, s1.loss_cls: 0.0778, s1.acc: 94.4467, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0942, s2.loss_cls: 0.0389, s2.acc: 94.3472, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0444, loss: 1.1240 2022-05-13 10:48:43,610 - mmdet - INFO - Epoch [11][100/7330] lr: 1.000e-04, eta: 3 days, 6:38:00, time: 1.483, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1800, s0.loss_cls: 0.1676, s0.acc: 93.9717, s0.loss_bbox: 0.0939, s0.loss_mask: 0.1978, s1.loss_cls: 0.0780, s1.acc: 94.4128, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0925, s2.loss_cls: 0.0399, s2.acc: 94.1944, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0433, loss: 1.1074 2022-05-13 10:49:57,682 - mmdet - INFO - Epoch [11][150/7330] lr: 1.000e-04, eta: 3 days, 6:36:45, time: 1.482, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1807, s0.loss_cls: 0.1615, s0.acc: 94.0557, s0.loss_bbox: 0.0978, s0.loss_mask: 0.2019, s1.loss_cls: 0.0754, s1.acc: 94.5182, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0950, s2.loss_cls: 0.0387, s2.acc: 94.2274, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0449, loss: 1.1175 2022-05-13 10:51:12,617 - mmdet - INFO - Epoch [11][200/7330] lr: 1.000e-04, eta: 3 days, 6:35:32, time: 1.499, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1830, s0.loss_cls: 0.1728, s0.acc: 93.8254, s0.loss_bbox: 0.0965, s0.loss_mask: 0.2012, s1.loss_cls: 0.0805, s1.acc: 94.2768, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0945, s2.loss_cls: 0.0402, s2.acc: 94.2742, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0447, loss: 1.1391 2022-05-13 10:52:27,136 - mmdet - INFO - Epoch [11][250/7330] lr: 1.000e-04, eta: 3 days, 6:34:18, time: 1.490, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1771, s0.loss_cls: 0.1694, s0.acc: 93.8845, s0.loss_bbox: 0.0984, s0.loss_mask: 0.1983, s1.loss_cls: 0.0779, s1.acc: 94.2942, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0937, s2.loss_cls: 0.0396, s2.acc: 94.0753, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0440, loss: 1.1244 2022-05-13 10:53:40,829 - mmdet - INFO - Epoch [11][300/7330] lr: 1.000e-04, eta: 3 days, 6:33:02, time: 1.474, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1779, s0.loss_cls: 0.1675, s0.acc: 93.9949, s0.loss_bbox: 0.0953, s0.loss_mask: 0.1974, s1.loss_cls: 0.0769, s1.acc: 94.5055, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0927, s2.loss_cls: 0.0390, s2.acc: 94.3906, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0434, loss: 1.1140 2022-05-13 10:54:54,762 - mmdet - INFO - Epoch [11][350/7330] lr: 1.000e-04, eta: 3 days, 6:31:47, time: 1.478, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1820, s0.loss_cls: 0.1600, s0.acc: 94.1802, s0.loss_bbox: 0.0954, s0.loss_mask: 0.2023, s1.loss_cls: 0.0749, s1.acc: 94.6372, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0946, s2.loss_cls: 0.0381, s2.acc: 94.4399, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0448, loss: 1.1142 2022-05-13 10:56:07,962 - mmdet - INFO - Epoch [11][400/7330] lr: 1.000e-04, eta: 3 days, 6:30:30, time: 1.464, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1870, s0.loss_cls: 0.1699, s0.acc: 93.8376, s0.loss_bbox: 0.0977, s0.loss_mask: 0.2012, s1.loss_cls: 0.0797, s1.acc: 94.1696, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0952, s2.loss_cls: 0.0400, s2.acc: 94.0195, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0446, loss: 1.1407 2022-05-13 10:57:21,437 - mmdet - INFO - Epoch [11][450/7330] lr: 1.000e-04, eta: 3 days, 6:29:13, time: 1.468, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1828, s0.loss_cls: 0.1459, s0.acc: 94.6699, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1971, s1.loss_cls: 0.0673, s1.acc: 95.0960, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0922, s2.loss_cls: 0.0339, s2.acc: 94.9911, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0435, loss: 1.0570 2022-05-13 10:58:34,910 - mmdet - INFO - Epoch [11][500/7330] lr: 1.000e-04, eta: 3 days, 6:27:57, time: 1.471, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1792, s0.loss_cls: 0.1567, s0.acc: 94.2305, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1899, s1.loss_cls: 0.0718, s1.acc: 94.7841, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0905, s2.loss_cls: 0.0362, s2.acc: 94.7134, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0430, loss: 1.0673 2022-05-13 10:59:49,517 - mmdet - INFO - Epoch [11][550/7330] lr: 1.000e-04, eta: 3 days, 6:26:44, time: 1.492, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1728, s0.acc: 93.7712, s0.loss_bbox: 0.0974, s0.loss_mask: 0.1976, s1.loss_cls: 0.0802, s1.acc: 94.2679, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0933, s2.loss_cls: 0.0408, s2.acc: 94.0550, s2.loss_bbox: 0.0692, s2.loss_mask: 0.0438, loss: 1.1294 2022-05-13 11:01:04,264 - mmdet - INFO - Epoch [11][600/7330] lr: 1.000e-04, eta: 3 days, 6:25:30, time: 1.495, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1837, s0.loss_cls: 0.1603, s0.acc: 94.1460, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1977, s1.loss_cls: 0.0748, s1.acc: 94.4787, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0936, s2.loss_cls: 0.0385, s2.acc: 94.2100, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0440, loss: 1.1061 2022-05-13 11:02:18,448 - mmdet - INFO - Epoch [11][650/7330] lr: 1.000e-04, eta: 3 days, 6:24:16, time: 1.483, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1809, s0.loss_cls: 0.1601, s0.acc: 94.1362, s0.loss_bbox: 0.0944, s0.loss_mask: 0.2011, s1.loss_cls: 0.0743, s1.acc: 94.5625, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0948, s2.loss_cls: 0.0373, s2.acc: 94.4040, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0446, loss: 1.1097 2022-05-13 11:03:32,150 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-13 11:03:32,151 - mmdet - INFO - Epoch [11][700/7330] lr: 1.000e-04, eta: 3 days, 6:23:00, time: 1.474, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1854, s0.loss_cls: 0.1641, s0.acc: 93.9504, s0.loss_bbox: 0.0944, s0.loss_mask: 0.2005, s1.loss_cls: 0.0776, s1.acc: 94.2452, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0939, s2.loss_cls: 0.0394, s2.acc: 94.0518, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0441, loss: 1.1191 2022-05-13 11:04:44,811 - mmdet - INFO - Epoch [11][750/7330] lr: 1.000e-04, eta: 3 days, 6:21:41, time: 1.453, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1766, s0.loss_cls: 0.1553, s0.acc: 94.3047, s0.loss_bbox: 0.0929, s0.loss_mask: 0.2003, s1.loss_cls: 0.0706, s1.acc: 94.8214, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0947, s2.loss_cls: 0.0360, s2.acc: 94.5979, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0444, loss: 1.0844 2022-05-13 11:05:58,905 - mmdet - INFO - Epoch [11][800/7330] lr: 1.000e-04, eta: 3 days, 6:20:27, time: 1.482, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1601, s0.acc: 94.2827, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1966, s1.loss_cls: 0.0738, s1.acc: 94.8165, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0933, s2.loss_cls: 0.0374, s2.acc: 94.6278, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0443, loss: 1.0867 2022-05-13 11:07:12,012 - mmdet - INFO - Epoch [11][850/7330] lr: 1.000e-04, eta: 3 days, 6:19:09, time: 1.462, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1568, s0.acc: 94.2385, s0.loss_bbox: 0.0933, s0.loss_mask: 0.2050, s1.loss_cls: 0.0724, s1.acc: 94.7707, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0971, s2.loss_cls: 0.0365, s2.acc: 94.5677, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0454, loss: 1.0917 2022-05-13 11:08:25,862 - mmdet - INFO - Epoch [11][900/7330] lr: 1.000e-04, eta: 3 days, 6:17:54, time: 1.477, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1775, s0.loss_cls: 0.1528, s0.acc: 94.4905, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1957, s1.loss_cls: 0.0706, s1.acc: 94.8495, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0917, s2.loss_cls: 0.0361, s2.acc: 94.6150, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0433, loss: 1.0620 2022-05-13 11:09:38,196 - mmdet - INFO - Epoch [11][950/7330] lr: 1.000e-04, eta: 3 days, 6:16:34, time: 1.447, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1856, s0.loss_cls: 0.1623, s0.acc: 94.0449, s0.loss_bbox: 0.0951, s0.loss_mask: 0.2023, s1.loss_cls: 0.0756, s1.acc: 94.4683, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0947, s2.loss_cls: 0.0390, s2.acc: 94.1968, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0448, loss: 1.1234 2022-05-13 11:10:51,821 - mmdet - INFO - Epoch [11][1000/7330] lr: 1.000e-04, eta: 3 days, 6:15:18, time: 1.473, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1862, s0.loss_cls: 0.1531, s0.acc: 94.4326, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1988, s1.loss_cls: 0.0700, s1.acc: 95.0133, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0934, s2.loss_cls: 0.0354, s2.acc: 94.7830, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0441, loss: 1.0851 2022-05-13 11:12:04,115 - mmdet - INFO - Epoch [11][1050/7330] lr: 1.000e-04, eta: 3 days, 6:13:59, time: 1.446, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1735, s0.loss_cls: 0.1523, s0.acc: 94.4758, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1971, s1.loss_cls: 0.0687, s1.acc: 95.0387, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0912, s2.loss_cls: 0.0352, s2.acc: 94.8921, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0432, loss: 1.0626 2022-05-13 11:13:17,261 - mmdet - INFO - Epoch [11][1100/7330] lr: 1.000e-04, eta: 3 days, 6:12:42, time: 1.463, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1528, s0.acc: 94.3672, s0.loss_bbox: 0.0936, s0.loss_mask: 0.2052, s1.loss_cls: 0.0708, s1.acc: 94.8305, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0970, s2.loss_cls: 0.0356, s2.acc: 94.7552, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0454, loss: 1.0973 2022-05-13 11:14:30,156 - mmdet - INFO - Epoch [11][1150/7330] lr: 1.000e-04, eta: 3 days, 6:11:24, time: 1.458, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1750, s0.loss_cls: 0.1501, s0.acc: 94.4973, s0.loss_bbox: 0.0904, s0.loss_mask: 0.2008, s1.loss_cls: 0.0693, s1.acc: 94.9513, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0947, s2.loss_cls: 0.0353, s2.acc: 94.8075, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0445, loss: 1.0723 2022-05-13 11:15:43,317 - mmdet - INFO - Epoch [11][1200/7330] lr: 1.000e-04, eta: 3 days, 6:10:06, time: 1.461, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1851, s0.loss_cls: 0.1615, s0.acc: 94.1277, s0.loss_bbox: 0.0951, s0.loss_mask: 0.1949, s1.loss_cls: 0.0748, s1.acc: 94.5558, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0910, s2.loss_cls: 0.0378, s2.acc: 94.3568, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0430, loss: 1.0927 2022-05-13 11:16:56,362 - mmdet - INFO - Epoch [11][1250/7330] lr: 1.000e-04, eta: 3 days, 6:08:49, time: 1.463, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1818, s0.loss_cls: 0.1605, s0.acc: 94.1606, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1947, s1.loss_cls: 0.0745, s1.acc: 94.6474, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0916, s2.loss_cls: 0.0378, s2.acc: 94.4636, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0435, loss: 1.0846 2022-05-13 11:18:10,447 - mmdet - INFO - Epoch [11][1300/7330] lr: 1.000e-04, eta: 3 days, 6:07:34, time: 1.482, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1864, s0.loss_cls: 0.1687, s0.acc: 93.9790, s0.loss_bbox: 0.0973, s0.loss_mask: 0.2114, s1.loss_cls: 0.0786, s1.acc: 94.3673, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0993, s2.loss_cls: 0.0390, s2.acc: 94.3491, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0466, loss: 1.1517 2022-05-13 11:19:23,340 - mmdet - INFO - Epoch [11][1350/7330] lr: 1.000e-04, eta: 3 days, 6:06:17, time: 1.458, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1798, s0.loss_cls: 0.1659, s0.acc: 93.9590, s0.loss_bbox: 0.0970, s0.loss_mask: 0.1977, s1.loss_cls: 0.0790, s1.acc: 94.2970, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0926, s2.loss_cls: 0.0406, s2.acc: 94.0502, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0433, loss: 1.1145 2022-05-13 11:20:38,070 - mmdet - INFO - Epoch [11][1400/7330] lr: 1.000e-04, eta: 3 days, 6:05:03, time: 1.495, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1762, s0.loss_cls: 0.1716, s0.acc: 93.8552, s0.loss_bbox: 0.0985, s0.loss_mask: 0.2006, s1.loss_cls: 0.0799, s1.acc: 94.2829, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0949, s2.loss_cls: 0.0404, s2.acc: 94.0821, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0451, loss: 1.1286 2022-05-13 11:21:51,104 - mmdet - INFO - Epoch [11][1450/7330] lr: 1.000e-04, eta: 3 days, 6:03:46, time: 1.460, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1771, s0.loss_cls: 0.1569, s0.acc: 94.2993, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1960, s1.loss_cls: 0.0732, s1.acc: 94.6954, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0918, s2.loss_cls: 0.0373, s2.acc: 94.6038, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0430, loss: 1.0746 2022-05-13 11:23:04,170 - mmdet - INFO - Epoch [11][1500/7330] lr: 1.000e-04, eta: 3 days, 6:02:28, time: 1.461, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1534, s0.acc: 94.4375, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1951, s1.loss_cls: 0.0702, s1.acc: 95.0282, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0904, s2.loss_cls: 0.0362, s2.acc: 94.7031, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0427, loss: 1.0596 2022-05-13 11:24:17,556 - mmdet - INFO - Epoch [11][1550/7330] lr: 1.000e-04, eta: 3 days, 6:01:12, time: 1.468, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1659, s0.loss_cls: 0.1494, s0.acc: 94.4624, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1966, s1.loss_cls: 0.0681, s1.acc: 94.9541, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0927, s2.loss_cls: 0.0342, s2.acc: 94.8766, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0438, loss: 1.0459 2022-05-13 11:25:30,785 - mmdet - INFO - Epoch [11][1600/7330] lr: 1.000e-04, eta: 3 days, 5:59:55, time: 1.464, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1870, s0.loss_cls: 0.1640, s0.acc: 94.1165, s0.loss_bbox: 0.0940, s0.loss_mask: 0.2011, s1.loss_cls: 0.0758, s1.acc: 94.5744, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0951, s2.loss_cls: 0.0381, s2.acc: 94.5507, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0446, loss: 1.1159 2022-05-13 11:26:43,270 - mmdet - INFO - Epoch [11][1650/7330] lr: 1.000e-04, eta: 3 days, 5:58:36, time: 1.450, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1845, s0.loss_cls: 0.1645, s0.acc: 94.1284, s0.loss_bbox: 0.0943, s0.loss_mask: 0.2073, s1.loss_cls: 0.0770, s1.acc: 94.5389, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0981, s2.loss_cls: 0.0386, s2.acc: 94.4507, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0467, loss: 1.1341 2022-05-13 11:27:55,636 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-13 11:27:55,750 - mmdet - INFO - Epoch [11][1700/7330] lr: 1.000e-04, eta: 3 days, 5:57:17, time: 1.447, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1565, s0.acc: 94.4131, s0.loss_bbox: 0.0922, s0.loss_mask: 0.1987, s1.loss_cls: 0.0728, s1.acc: 94.7968, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0935, s2.loss_cls: 0.0366, s2.acc: 94.6631, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0437, loss: 1.0835 2022-05-13 11:29:08,944 - mmdet - INFO - Epoch [11][1750/7330] lr: 1.000e-04, eta: 3 days, 5:56:00, time: 1.466, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1558, s0.acc: 94.3379, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1958, s1.loss_cls: 0.0722, s1.acc: 94.7263, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0927, s2.loss_cls: 0.0366, s2.acc: 94.6869, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0436, loss: 1.0735 2022-05-13 11:30:21,987 - mmdet - INFO - Epoch [11][1800/7330] lr: 1.000e-04, eta: 3 days, 5:54:43, time: 1.461, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1824, s0.loss_cls: 0.1600, s0.acc: 94.2139, s0.loss_bbox: 0.0937, s0.loss_mask: 0.1961, s1.loss_cls: 0.0756, s1.acc: 94.5236, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0923, s2.loss_cls: 0.0382, s2.acc: 94.3415, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0435, loss: 1.0959 2022-05-13 11:31:35,326 - mmdet - INFO - Epoch [11][1850/7330] lr: 1.000e-04, eta: 3 days, 5:53:26, time: 1.467, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1798, s0.loss_cls: 0.1607, s0.acc: 94.2234, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1970, s1.loss_cls: 0.0740, s1.acc: 94.6529, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0922, s2.loss_cls: 0.0377, s2.acc: 94.4529, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0433, loss: 1.0878 2022-05-13 11:32:48,255 - mmdet - INFO - Epoch [11][1900/7330] lr: 1.000e-04, eta: 3 days, 5:52:08, time: 1.459, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1778, s0.loss_cls: 0.1613, s0.acc: 94.2036, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1969, s1.loss_cls: 0.0741, s1.acc: 94.7186, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0924, s2.loss_cls: 0.0383, s2.acc: 94.4679, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0435, loss: 1.0895 2022-05-13 11:34:00,898 - mmdet - INFO - Epoch [11][1950/7330] lr: 1.000e-04, eta: 3 days, 5:50:50, time: 1.453, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1735, s0.loss_cls: 0.1696, s0.acc: 93.8318, s0.loss_bbox: 0.0984, s0.loss_mask: 0.1988, s1.loss_cls: 0.0773, s1.acc: 94.4110, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0930, s2.loss_cls: 0.0391, s2.acc: 94.3254, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0434, loss: 1.1136 2022-05-13 11:35:14,245 - mmdet - INFO - Epoch [11][2000/7330] lr: 1.000e-04, eta: 3 days, 5:49:33, time: 1.467, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1838, s0.loss_cls: 0.1702, s0.acc: 93.7776, s0.loss_bbox: 0.1005, s0.loss_mask: 0.2023, s1.loss_cls: 0.0783, s1.acc: 94.3477, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0946, s2.loss_cls: 0.0390, s2.acc: 94.2967, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0445, loss: 1.1394 2022-05-13 11:36:28,754 - mmdet - INFO - Epoch [11][2050/7330] lr: 1.000e-04, eta: 3 days, 5:48:20, time: 1.490, data_time: 0.024, memory: 64756, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1835, s0.loss_cls: 0.1651, s0.acc: 93.9302, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2036, s1.loss_cls: 0.0767, s1.acc: 94.3701, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0952, s2.loss_cls: 0.0387, s2.acc: 94.1418, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0449, loss: 1.1339 2022-05-13 11:37:42,179 - mmdet - INFO - Epoch [11][2100/7330] lr: 1.000e-04, eta: 3 days, 5:47:03, time: 1.468, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1840, s0.loss_cls: 0.1539, s0.acc: 94.3359, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1961, s1.loss_cls: 0.0715, s1.acc: 94.7622, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0923, s2.loss_cls: 0.0361, s2.acc: 94.5928, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0435, loss: 1.0822 2022-05-13 11:38:55,219 - mmdet - INFO - Epoch [11][2150/7330] lr: 1.000e-04, eta: 3 days, 5:45:46, time: 1.461, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1819, s0.loss_cls: 0.1439, s0.acc: 94.7876, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1913, s1.loss_cls: 0.0667, s1.acc: 95.2135, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0904, s2.loss_cls: 0.0340, s2.acc: 95.1184, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0423, loss: 1.0349 2022-05-13 11:40:06,623 - mmdet - INFO - Epoch [11][2200/7330] lr: 1.000e-04, eta: 3 days, 5:44:24, time: 1.428, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1862, s0.loss_cls: 0.1513, s0.acc: 94.4448, s0.loss_bbox: 0.0932, s0.loss_mask: 0.2030, s1.loss_cls: 0.0706, s1.acc: 94.8077, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0954, s2.loss_cls: 0.0364, s2.acc: 94.5157, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0448, loss: 1.0972 2022-05-13 11:41:19,562 - mmdet - INFO - Epoch [11][2250/7330] lr: 1.000e-04, eta: 3 days, 5:43:07, time: 1.459, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1554, s0.acc: 94.3481, s0.loss_bbox: 0.0913, s0.loss_mask: 0.2003, s1.loss_cls: 0.0728, s1.acc: 94.7634, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0948, s2.loss_cls: 0.0375, s2.acc: 94.4726, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0447, loss: 1.0851 2022-05-13 11:42:31,625 - mmdet - INFO - Epoch [11][2300/7330] lr: 1.000e-04, eta: 3 days, 5:41:47, time: 1.441, data_time: 0.024, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1653, s0.acc: 94.0012, s0.loss_bbox: 0.0970, s0.loss_mask: 0.1995, s1.loss_cls: 0.0770, s1.acc: 94.4647, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0933, s2.loss_cls: 0.0391, s2.acc: 94.2246, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0441, loss: 1.1111 2022-05-13 11:43:44,554 - mmdet - INFO - Epoch [11][2350/7330] lr: 1.000e-04, eta: 3 days, 5:40:29, time: 1.458, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1634, s0.acc: 94.0361, s0.loss_bbox: 0.0970, s0.loss_mask: 0.2042, s1.loss_cls: 0.0763, s1.acc: 94.5137, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0964, s2.loss_cls: 0.0388, s2.acc: 94.2384, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0451, loss: 1.1241 2022-05-13 11:44:58,633 - mmdet - INFO - Epoch [11][2400/7330] lr: 1.000e-04, eta: 3 days, 5:39:14, time: 1.482, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1782, s0.loss_cls: 0.1519, s0.acc: 94.5061, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1955, s1.loss_cls: 0.0693, s1.acc: 94.9787, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0924, s2.loss_cls: 0.0356, s2.acc: 94.6719, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0432, loss: 1.0609 2022-05-13 11:46:11,488 - mmdet - INFO - Epoch [11][2450/7330] lr: 1.000e-04, eta: 3 days, 5:37:57, time: 1.457, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1601, s0.acc: 94.2507, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1979, s1.loss_cls: 0.0739, s1.acc: 94.6276, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0936, s2.loss_cls: 0.0379, s2.acc: 94.5071, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0440, loss: 1.0901 2022-05-13 11:47:25,398 - mmdet - INFO - Epoch [11][2500/7330] lr: 1.000e-04, eta: 3 days, 5:36:41, time: 1.478, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1786, s0.loss_cls: 0.1752, s0.acc: 93.6521, s0.loss_bbox: 0.0988, s0.loss_mask: 0.2040, s1.loss_cls: 0.0814, s1.acc: 94.1290, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0968, s2.loss_cls: 0.0413, s2.acc: 93.8538, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0457, loss: 1.1479 2022-05-13 11:48:39,150 - mmdet - INFO - Epoch [11][2550/7330] lr: 1.000e-04, eta: 3 days, 5:35:26, time: 1.475, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1880, s0.loss_cls: 0.1570, s0.acc: 94.2681, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1958, s1.loss_cls: 0.0733, s1.acc: 94.6726, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0924, s2.loss_cls: 0.0371, s2.acc: 94.4827, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0437, loss: 1.0901 2022-05-13 11:49:52,780 - mmdet - INFO - Epoch [11][2600/7330] lr: 1.000e-04, eta: 3 days, 5:34:10, time: 1.473, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0304, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1591, s0.acc: 94.1665, s0.loss_bbox: 0.0979, s0.loss_mask: 0.1972, s1.loss_cls: 0.0749, s1.acc: 94.5515, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0926, s2.loss_cls: 0.0383, s2.acc: 94.3541, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0434, loss: 1.0939 2022-05-13 11:51:06,494 - mmdet - INFO - Epoch [11][2650/7330] lr: 1.000e-04, eta: 3 days, 5:32:54, time: 1.474, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1780, s0.loss_cls: 0.1633, s0.acc: 94.2007, s0.loss_bbox: 0.0945, s0.loss_mask: 0.2016, s1.loss_cls: 0.0772, s1.acc: 94.5390, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0958, s2.loss_cls: 0.0390, s2.acc: 94.3360, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0448, loss: 1.1139 2022-05-13 11:52:20,418 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-13 11:52:20,420 - mmdet - INFO - Epoch [11][2700/7330] lr: 1.000e-04, eta: 3 days, 5:31:39, time: 1.478, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1796, s0.loss_cls: 0.1606, s0.acc: 94.1868, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1962, s1.loss_cls: 0.0746, s1.acc: 94.6733, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0924, s2.loss_cls: 0.0377, s2.acc: 94.4106, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0436, loss: 1.0861 2022-05-13 11:53:34,333 - mmdet - INFO - Epoch [11][2750/7330] lr: 1.000e-04, eta: 3 days, 5:30:24, time: 1.479, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1793, s0.loss_cls: 0.1574, s0.acc: 94.3430, s0.loss_bbox: 0.0936, s0.loss_mask: 0.1970, s1.loss_cls: 0.0731, s1.acc: 94.7253, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0921, s2.loss_cls: 0.0361, s2.acc: 94.6329, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0433, loss: 1.0876 2022-05-13 11:54:47,219 - mmdet - INFO - Epoch [11][2800/7330] lr: 1.000e-04, eta: 3 days, 5:29:06, time: 1.458, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1802, s0.loss_cls: 0.1648, s0.acc: 93.9539, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1979, s1.loss_cls: 0.0771, s1.acc: 94.3613, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0930, s2.loss_cls: 0.0397, s2.acc: 94.0463, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0440, loss: 1.1102 2022-05-13 11:56:01,432 - mmdet - INFO - Epoch [11][2850/7330] lr: 1.000e-04, eta: 3 days, 5:27:52, time: 1.484, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0306, loss_semantic_seg: 0.1812, s0.loss_cls: 0.1749, s0.acc: 93.7319, s0.loss_bbox: 0.0973, s0.loss_mask: 0.1966, s1.loss_cls: 0.0819, s1.acc: 94.2032, s1.loss_bbox: 0.1051, s1.loss_mask: 0.0919, s2.loss_cls: 0.0416, s2.acc: 93.9917, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0433, loss: 1.1341 2022-05-13 11:57:15,689 - mmdet - INFO - Epoch [11][2900/7330] lr: 1.000e-04, eta: 3 days, 5:26:37, time: 1.485, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1788, s0.loss_cls: 0.1636, s0.acc: 94.0957, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1957, s1.loss_cls: 0.0749, s1.acc: 94.6000, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0920, s2.loss_cls: 0.0380, s2.acc: 94.4725, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0433, loss: 1.0958 2022-05-13 11:58:28,670 - mmdet - INFO - Epoch [11][2950/7330] lr: 1.000e-04, eta: 3 days, 5:25:20, time: 1.459, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1796, s0.loss_cls: 0.1645, s0.acc: 93.9915, s0.loss_bbox: 0.0953, s0.loss_mask: 0.1962, s1.loss_cls: 0.0758, s1.acc: 94.4981, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0926, s2.loss_cls: 0.0385, s2.acc: 94.2513, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0437, loss: 1.1036 2022-05-13 11:59:42,022 - mmdet - INFO - Epoch [11][3000/7330] lr: 1.000e-04, eta: 3 days, 5:24:03, time: 1.468, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1590, s0.acc: 94.2341, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1996, s1.loss_cls: 0.0735, s1.acc: 94.6566, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0939, s2.loss_cls: 0.0380, s2.acc: 94.3928, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0446, loss: 1.0792 2022-05-13 12:00:56,870 - mmdet - INFO - Epoch [11][3050/7330] lr: 1.000e-04, eta: 3 days, 5:22:51, time: 1.497, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1801, s0.loss_cls: 0.1679, s0.acc: 94.0347, s0.loss_bbox: 0.0956, s0.loss_mask: 0.1979, s1.loss_cls: 0.0776, s1.acc: 94.4727, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0936, s2.loss_cls: 0.0396, s2.acc: 94.2402, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0436, loss: 1.1167 2022-05-13 12:02:09,935 - mmdet - INFO - Epoch [11][3100/7330] lr: 1.000e-04, eta: 3 days, 5:21:33, time: 1.461, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1778, s0.loss_cls: 0.1571, s0.acc: 94.3875, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1914, s1.loss_cls: 0.0736, s1.acc: 94.7662, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0897, s2.loss_cls: 0.0369, s2.acc: 94.5499, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0424, loss: 1.0712 2022-05-13 12:03:23,586 - mmdet - INFO - Epoch [11][3150/7330] lr: 1.000e-04, eta: 3 days, 5:20:18, time: 1.473, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1814, s0.loss_cls: 0.1756, s0.acc: 93.7549, s0.loss_bbox: 0.0988, s0.loss_mask: 0.2042, s1.loss_cls: 0.0832, s1.acc: 94.1584, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0953, s2.loss_cls: 0.0427, s2.acc: 93.9020, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0445, loss: 1.1522 2022-05-13 12:04:36,990 - mmdet - INFO - Epoch [11][3200/7330] lr: 1.000e-04, eta: 3 days, 5:19:01, time: 1.468, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1855, s0.loss_cls: 0.1649, s0.acc: 94.0762, s0.loss_bbox: 0.0954, s0.loss_mask: 0.1968, s1.loss_cls: 0.0753, s1.acc: 94.5910, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0928, s2.loss_cls: 0.0384, s2.acc: 94.3820, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0439, loss: 1.1154 2022-05-13 12:05:50,773 - mmdet - INFO - Epoch [11][3250/7330] lr: 1.000e-04, eta: 3 days, 5:17:46, time: 1.475, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1621, s0.acc: 94.1392, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1926, s1.loss_cls: 0.0742, s1.acc: 94.6834, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0909, s2.loss_cls: 0.0374, s2.acc: 94.4989, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0428, loss: 1.0831 2022-05-13 12:07:04,502 - mmdet - INFO - Epoch [11][3300/7330] lr: 1.000e-04, eta: 3 days, 5:16:30, time: 1.475, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1813, s0.loss_cls: 0.1607, s0.acc: 94.1721, s0.loss_bbox: 0.0949, s0.loss_mask: 0.2005, s1.loss_cls: 0.0753, s1.acc: 94.4739, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0939, s2.loss_cls: 0.0391, s2.acc: 94.0439, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0439, loss: 1.1100 2022-05-13 12:08:18,220 - mmdet - INFO - Epoch [11][3350/7330] lr: 1.000e-04, eta: 3 days, 5:15:14, time: 1.474, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1816, s0.loss_cls: 0.1614, s0.acc: 94.0515, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1975, s1.loss_cls: 0.0759, s1.acc: 94.4823, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0929, s2.loss_cls: 0.0388, s2.acc: 94.2403, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0437, loss: 1.1026 2022-05-13 12:09:30,891 - mmdet - INFO - Epoch [11][3400/7330] lr: 1.000e-04, eta: 3 days, 5:13:56, time: 1.453, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1694, s0.acc: 93.9963, s0.loss_bbox: 0.0953, s0.loss_mask: 0.1950, s1.loss_cls: 0.0782, s1.acc: 94.4395, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0918, s2.loss_cls: 0.0396, s2.acc: 94.2087, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0436, loss: 1.1076 2022-05-13 12:10:44,340 - mmdet - INFO - Epoch [11][3450/7330] lr: 1.000e-04, eta: 3 days, 5:12:40, time: 1.469, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1910, s0.loss_cls: 0.1748, s0.acc: 93.7107, s0.loss_bbox: 0.0969, s0.loss_mask: 0.1987, s1.loss_cls: 0.0812, s1.acc: 94.2220, s1.loss_bbox: 0.1054, s1.loss_mask: 0.0936, s2.loss_cls: 0.0409, s2.acc: 94.0356, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0440, loss: 1.1425 2022-05-13 12:11:58,507 - mmdet - INFO - Epoch [11][3500/7330] lr: 1.000e-04, eta: 3 days, 5:11:25, time: 1.483, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1714, s0.loss_cls: 0.1687, s0.acc: 93.7544, s0.loss_bbox: 0.0991, s0.loss_mask: 0.2011, s1.loss_cls: 0.0785, s1.acc: 94.1962, s1.loss_bbox: 0.1071, s1.loss_mask: 0.0947, s2.loss_cls: 0.0398, s2.acc: 94.1230, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0447, loss: 1.1236 2022-05-13 12:13:12,449 - mmdet - INFO - Epoch [11][3550/7330] lr: 1.000e-04, eta: 3 days, 5:10:10, time: 1.479, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1804, s0.loss_cls: 0.1692, s0.acc: 93.8579, s0.loss_bbox: 0.0987, s0.loss_mask: 0.1990, s1.loss_cls: 0.0790, s1.acc: 94.2970, s1.loss_bbox: 0.1104, s1.loss_mask: 0.0941, s2.loss_cls: 0.0403, s2.acc: 94.0760, s2.loss_bbox: 0.0701, s2.loss_mask: 0.0439, loss: 1.1365 2022-05-13 12:14:26,029 - mmdet - INFO - Epoch [11][3600/7330] lr: 1.000e-04, eta: 3 days, 5:08:54, time: 1.472, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1800, s0.loss_cls: 0.1734, s0.acc: 93.7200, s0.loss_bbox: 0.1001, s0.loss_mask: 0.2028, s1.loss_cls: 0.0804, s1.acc: 94.1179, s1.loss_bbox: 0.1078, s1.loss_mask: 0.0955, s2.loss_cls: 0.0407, s2.acc: 93.9733, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0445, loss: 1.1439 2022-05-13 12:15:39,225 - mmdet - INFO - Epoch [11][3650/7330] lr: 1.000e-04, eta: 3 days, 5:07:38, time: 1.464, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1792, s0.loss_cls: 0.1524, s0.acc: 94.4148, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1972, s1.loss_cls: 0.0701, s1.acc: 94.8379, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0923, s2.loss_cls: 0.0359, s2.acc: 94.6041, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0436, loss: 1.0660 2022-05-13 12:16:52,376 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-13 12:16:52,378 - mmdet - INFO - Epoch [11][3700/7330] lr: 1.000e-04, eta: 3 days, 5:06:21, time: 1.463, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1856, s0.loss_cls: 0.1496, s0.acc: 94.5464, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1953, s1.loss_cls: 0.0690, s1.acc: 95.0349, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0925, s2.loss_cls: 0.0349, s2.acc: 94.7752, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0435, loss: 1.0614 2022-05-13 12:18:03,851 - mmdet - INFO - Epoch [11][3750/7330] lr: 1.000e-04, eta: 3 days, 5:05:00, time: 1.429, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1795, s0.loss_cls: 0.1529, s0.acc: 94.5046, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1970, s1.loss_cls: 0.0706, s1.acc: 94.9334, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0925, s2.loss_cls: 0.0365, s2.acc: 94.6668, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0436, loss: 1.0687 2022-05-13 12:19:17,609 - mmdet - INFO - Epoch [11][3800/7330] lr: 1.000e-04, eta: 3 days, 5:03:44, time: 1.476, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1770, s0.loss_cls: 0.1582, s0.acc: 94.2512, s0.loss_bbox: 0.0933, s0.loss_mask: 0.2003, s1.loss_cls: 0.0732, s1.acc: 94.6696, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0931, s2.loss_cls: 0.0374, s2.acc: 94.5224, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0435, loss: 1.0896 2022-05-13 12:20:30,973 - mmdet - INFO - Epoch [11][3850/7330] lr: 1.000e-04, eta: 3 days, 5:02:28, time: 1.468, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1780, s0.loss_cls: 0.1469, s0.acc: 94.6353, s0.loss_bbox: 0.0882, s0.loss_mask: 0.2020, s1.loss_cls: 0.0676, s1.acc: 95.0847, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0943, s2.loss_cls: 0.0343, s2.acc: 94.8842, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0439, loss: 1.0603 2022-05-13 12:21:44,152 - mmdet - INFO - Epoch [11][3900/7330] lr: 1.000e-04, eta: 3 days, 5:01:11, time: 1.464, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1723, s0.loss_cls: 0.1545, s0.acc: 94.3677, s0.loss_bbox: 0.0889, s0.loss_mask: 0.2008, s1.loss_cls: 0.0724, s1.acc: 94.7818, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0947, s2.loss_cls: 0.0371, s2.acc: 94.4988, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0448, loss: 1.0782 2022-05-13 12:22:56,627 - mmdet - INFO - Epoch [11][3950/7330] lr: 1.000e-04, eta: 3 days, 4:59:52, time: 1.449, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1736, s0.loss_cls: 0.1587, s0.acc: 94.2571, s0.loss_bbox: 0.0928, s0.loss_mask: 0.1963, s1.loss_cls: 0.0748, s1.acc: 94.5701, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0920, s2.loss_cls: 0.0375, s2.acc: 94.4111, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0428, loss: 1.0806 2022-05-13 12:24:10,215 - mmdet - INFO - Epoch [11][4000/7330] lr: 1.000e-04, eta: 3 days, 4:58:36, time: 1.472, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1807, s0.loss_cls: 0.1530, s0.acc: 94.3667, s0.loss_bbox: 0.0928, s0.loss_mask: 0.1972, s1.loss_cls: 0.0712, s1.acc: 94.7819, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0923, s2.loss_cls: 0.0362, s2.acc: 94.6297, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0433, loss: 1.0846 2022-05-13 12:25:23,878 - mmdet - INFO - Epoch [11][4050/7330] lr: 1.000e-04, eta: 3 days, 4:57:21, time: 1.473, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1770, s0.loss_cls: 0.1538, s0.acc: 94.5723, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1996, s1.loss_cls: 0.0706, s1.acc: 94.9925, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0940, s2.loss_cls: 0.0362, s2.acc: 94.7825, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0443, loss: 1.0748 2022-05-13 12:26:37,586 - mmdet - INFO - Epoch [11][4100/7330] lr: 1.000e-04, eta: 3 days, 4:56:05, time: 1.474, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1791, s0.loss_cls: 0.1618, s0.acc: 94.2488, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1985, s1.loss_cls: 0.0733, s1.acc: 94.8091, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0930, s2.loss_cls: 0.0371, s2.acc: 94.5879, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0433, loss: 1.0904 2022-05-13 12:27:51,309 - mmdet - INFO - Epoch [11][4150/7330] lr: 1.000e-04, eta: 3 days, 4:54:49, time: 1.475, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1806, s0.loss_cls: 0.1539, s0.acc: 94.3003, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1990, s1.loss_cls: 0.0722, s1.acc: 94.7422, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0941, s2.loss_cls: 0.0365, s2.acc: 94.4876, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0444, loss: 1.0891 2022-05-13 12:29:04,033 - mmdet - INFO - Epoch [11][4200/7330] lr: 1.000e-04, eta: 3 days, 4:53:31, time: 1.454, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1800, s0.loss_cls: 0.1504, s0.acc: 94.4395, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1930, s1.loss_cls: 0.0712, s1.acc: 94.7802, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0906, s2.loss_cls: 0.0364, s2.acc: 94.5823, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0425, loss: 1.0631 2022-05-13 12:30:17,056 - mmdet - INFO - Epoch [11][4250/7330] lr: 1.000e-04, eta: 3 days, 4:52:14, time: 1.460, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1828, s0.loss_cls: 0.1578, s0.acc: 94.2043, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1990, s1.loss_cls: 0.0737, s1.acc: 94.6377, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0936, s2.loss_cls: 0.0374, s2.acc: 94.4213, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0443, loss: 1.0956 2022-05-13 12:31:30,338 - mmdet - INFO - Epoch [11][4300/7330] lr: 1.000e-04, eta: 3 days, 4:50:58, time: 1.466, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1839, s0.loss_cls: 0.1495, s0.acc: 94.6995, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1920, s1.loss_cls: 0.0684, s1.acc: 95.1736, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0901, s2.loss_cls: 0.0353, s2.acc: 94.9243, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0423, loss: 1.0488 2022-05-13 12:32:43,280 - mmdet - INFO - Epoch [11][4350/7330] lr: 1.000e-04, eta: 3 days, 4:49:40, time: 1.459, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1869, s0.loss_cls: 0.1624, s0.acc: 94.0945, s0.loss_bbox: 0.0985, s0.loss_mask: 0.2019, s1.loss_cls: 0.0751, s1.acc: 94.5167, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0950, s2.loss_cls: 0.0382, s2.acc: 94.3641, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0444, loss: 1.1248 2022-05-13 12:33:56,451 - mmdet - INFO - Epoch [11][4400/7330] lr: 1.000e-04, eta: 3 days, 4:48:23, time: 1.463, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1805, s0.loss_cls: 0.1589, s0.acc: 94.2893, s0.loss_bbox: 0.0939, s0.loss_mask: 0.2006, s1.loss_cls: 0.0747, s1.acc: 94.6843, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0939, s2.loss_cls: 0.0374, s2.acc: 94.5801, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0442, loss: 1.0986 2022-05-13 12:35:11,154 - mmdet - INFO - Epoch [11][4450/7330] lr: 1.000e-04, eta: 3 days, 4:47:10, time: 1.494, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1712, s0.loss_cls: 0.1655, s0.acc: 93.9067, s0.loss_bbox: 0.0963, s0.loss_mask: 0.2045, s1.loss_cls: 0.0771, s1.acc: 94.3495, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0959, s2.loss_cls: 0.0394, s2.acc: 94.1397, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0452, loss: 1.1204 2022-05-13 12:36:24,502 - mmdet - INFO - Epoch [11][4500/7330] lr: 1.000e-04, eta: 3 days, 4:45:54, time: 1.467, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1797, s0.loss_cls: 0.1674, s0.acc: 93.9631, s0.loss_bbox: 0.0976, s0.loss_mask: 0.2018, s1.loss_cls: 0.0779, s1.acc: 94.3556, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0946, s2.loss_cls: 0.0390, s2.acc: 94.2422, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0446, loss: 1.1221 2022-05-13 12:37:39,392 - mmdet - INFO - Epoch [11][4550/7330] lr: 1.000e-04, eta: 3 days, 4:44:41, time: 1.498, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1852, s0.loss_cls: 0.1704, s0.acc: 93.8455, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2056, s1.loss_cls: 0.0784, s1.acc: 94.3283, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0973, s2.loss_cls: 0.0401, s2.acc: 94.0809, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0459, loss: 1.1531 2022-05-13 12:38:52,712 - mmdet - INFO - Epoch [11][4600/7330] lr: 1.000e-04, eta: 3 days, 4:43:24, time: 1.466, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1855, s0.loss_cls: 0.1644, s0.acc: 94.1492, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1950, s1.loss_cls: 0.0774, s1.acc: 94.5221, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0926, s2.loss_cls: 0.0393, s2.acc: 94.2620, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0439, loss: 1.1027 2022-05-13 12:40:06,930 - mmdet - INFO - Epoch [11][4650/7330] lr: 1.000e-04, eta: 3 days, 4:42:10, time: 1.484, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1839, s0.loss_cls: 0.1682, s0.acc: 94.0203, s0.loss_bbox: 0.0948, s0.loss_mask: 0.1994, s1.loss_cls: 0.0776, s1.acc: 94.4698, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0938, s2.loss_cls: 0.0392, s2.acc: 94.2897, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0443, loss: 1.1247 2022-05-13 12:41:20,436 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-13 12:41:20,437 - mmdet - INFO - Epoch [11][4700/7330] lr: 1.000e-04, eta: 3 days, 4:40:54, time: 1.470, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1812, s0.loss_cls: 0.1599, s0.acc: 94.1792, s0.loss_bbox: 0.0942, s0.loss_mask: 0.2047, s1.loss_cls: 0.0741, s1.acc: 94.6907, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0965, s2.loss_cls: 0.0377, s2.acc: 94.5239, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0451, loss: 1.1116 2022-05-13 12:42:33,951 - mmdet - INFO - Epoch [11][4750/7330] lr: 1.000e-04, eta: 3 days, 4:39:38, time: 1.470, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1627, s0.acc: 94.1995, s0.loss_bbox: 0.0939, s0.loss_mask: 0.1958, s1.loss_cls: 0.0752, s1.acc: 94.6951, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0925, s2.loss_cls: 0.0381, s2.acc: 94.5419, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0439, loss: 1.0878 2022-05-13 12:43:47,319 - mmdet - INFO - Epoch [11][4800/7330] lr: 1.000e-04, eta: 3 days, 4:38:22, time: 1.467, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1762, s0.loss_cls: 0.1511, s0.acc: 94.5176, s0.loss_bbox: 0.0895, s0.loss_mask: 0.2038, s1.loss_cls: 0.0698, s1.acc: 94.9874, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0955, s2.loss_cls: 0.0354, s2.acc: 94.8444, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0449, loss: 1.0741 2022-05-13 12:45:00,236 - mmdet - INFO - Epoch [11][4850/7330] lr: 1.000e-04, eta: 3 days, 4:37:04, time: 1.458, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1814, s0.loss_cls: 0.1568, s0.acc: 94.1821, s0.loss_bbox: 0.0940, s0.loss_mask: 0.2016, s1.loss_cls: 0.0728, s1.acc: 94.6464, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0952, s2.loss_cls: 0.0371, s2.acc: 94.4053, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0445, loss: 1.0979 2022-05-13 12:46:13,463 - mmdet - INFO - Epoch [11][4900/7330] lr: 1.000e-04, eta: 3 days, 4:35:48, time: 1.465, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1835, s0.loss_cls: 0.1627, s0.acc: 94.1619, s0.loss_bbox: 0.0932, s0.loss_mask: 0.1975, s1.loss_cls: 0.0753, s1.acc: 94.7105, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0929, s2.loss_cls: 0.0387, s2.acc: 94.4765, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0438, loss: 1.1021 2022-05-13 12:47:26,250 - mmdet - INFO - Epoch [11][4950/7330] lr: 1.000e-04, eta: 3 days, 4:34:30, time: 1.456, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1797, s0.loss_cls: 0.1580, s0.acc: 94.1282, s0.loss_bbox: 0.0947, s0.loss_mask: 0.1951, s1.loss_cls: 0.0738, s1.acc: 94.5025, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0914, s2.loss_cls: 0.0374, s2.acc: 94.2906, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0434, loss: 1.0907 2022-05-13 12:48:39,102 - mmdet - INFO - Epoch [11][5000/7330] lr: 1.000e-04, eta: 3 days, 4:33:12, time: 1.457, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1819, s0.loss_cls: 0.1530, s0.acc: 94.6079, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1996, s1.loss_cls: 0.0701, s1.acc: 95.0185, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0930, s2.loss_cls: 0.0356, s2.acc: 94.7732, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0438, loss: 1.0736 2022-05-13 12:49:51,610 - mmdet - INFO - Epoch [11][5050/7330] lr: 1.000e-04, eta: 3 days, 4:31:54, time: 1.450, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1856, s0.loss_cls: 0.1551, s0.acc: 94.4153, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1997, s1.loss_cls: 0.0714, s1.acc: 94.8648, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0944, s2.loss_cls: 0.0357, s2.acc: 94.7089, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0444, loss: 1.0938 2022-05-13 12:51:05,013 - mmdet - INFO - Epoch [11][5100/7330] lr: 1.000e-04, eta: 3 days, 4:30:38, time: 1.469, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1816, s0.loss_cls: 0.1649, s0.acc: 94.1060, s0.loss_bbox: 0.0956, s0.loss_mask: 0.1990, s1.loss_cls: 0.0767, s1.acc: 94.5183, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0930, s2.loss_cls: 0.0384, s2.acc: 94.3966, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0438, loss: 1.1127 2022-05-13 12:52:18,991 - mmdet - INFO - Epoch [11][5150/7330] lr: 1.000e-04, eta: 3 days, 4:29:23, time: 1.480, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1603, s0.acc: 94.1023, s0.loss_bbox: 0.0965, s0.loss_mask: 0.2011, s1.loss_cls: 0.0743, s1.acc: 94.6248, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0943, s2.loss_cls: 0.0377, s2.acc: 94.4014, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0445, loss: 1.0966 2022-05-13 12:53:33,842 - mmdet - INFO - Epoch [11][5200/7330] lr: 1.000e-04, eta: 3 days, 4:28:10, time: 1.497, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1809, s0.loss_cls: 0.1702, s0.acc: 93.7756, s0.loss_bbox: 0.1038, s0.loss_mask: 0.2004, s1.loss_cls: 0.0792, s1.acc: 94.2442, s1.loss_bbox: 0.1095, s1.loss_mask: 0.0934, s2.loss_cls: 0.0395, s2.acc: 94.1819, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0436, loss: 1.1400 2022-05-13 12:54:47,163 - mmdet - INFO - Epoch [11][5250/7330] lr: 1.000e-04, eta: 3 days, 4:26:53, time: 1.466, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1601, s0.acc: 94.1697, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1950, s1.loss_cls: 0.0743, s1.acc: 94.6138, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0925, s2.loss_cls: 0.0384, s2.acc: 94.3232, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0440, loss: 1.0799 2022-05-13 12:56:00,647 - mmdet - INFO - Epoch [11][5300/7330] lr: 1.000e-04, eta: 3 days, 4:25:37, time: 1.470, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1751, s0.loss_cls: 0.1701, s0.acc: 93.9385, s0.loss_bbox: 0.0977, s0.loss_mask: 0.1991, s1.loss_cls: 0.0797, s1.acc: 94.4460, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0943, s2.loss_cls: 0.0404, s2.acc: 94.2090, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0438, loss: 1.1253 2022-05-13 12:57:13,702 - mmdet - INFO - Epoch [11][5350/7330] lr: 1.000e-04, eta: 3 days, 4:24:20, time: 1.461, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1735, s0.loss_cls: 0.1695, s0.acc: 93.9543, s0.loss_bbox: 0.0954, s0.loss_mask: 0.1984, s1.loss_cls: 0.0780, s1.acc: 94.4036, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0930, s2.loss_cls: 0.0397, s2.acc: 94.2445, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0436, loss: 1.1097 2022-05-13 12:58:27,309 - mmdet - INFO - Epoch [11][5400/7330] lr: 1.000e-04, eta: 3 days, 4:23:05, time: 1.472, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1799, s0.loss_cls: 0.1650, s0.acc: 94.0649, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1913, s1.loss_cls: 0.0780, s1.acc: 94.3798, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0895, s2.loss_cls: 0.0398, s2.acc: 94.0755, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0420, loss: 1.0931 2022-05-13 12:59:40,823 - mmdet - INFO - Epoch [11][5450/7330] lr: 1.000e-04, eta: 3 days, 4:21:49, time: 1.470, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1788, s0.loss_cls: 0.1596, s0.acc: 94.2224, s0.loss_bbox: 0.0915, s0.loss_mask: 0.2019, s1.loss_cls: 0.0749, s1.acc: 94.6042, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0955, s2.loss_cls: 0.0381, s2.acc: 94.4379, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0450, loss: 1.1008 2022-05-13 13:00:54,392 - mmdet - INFO - Epoch [11][5500/7330] lr: 1.000e-04, eta: 3 days, 4:20:33, time: 1.471, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1812, s0.loss_cls: 0.1688, s0.acc: 93.9929, s0.loss_bbox: 0.0962, s0.loss_mask: 0.1995, s1.loss_cls: 0.0773, s1.acc: 94.4680, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0931, s2.loss_cls: 0.0393, s2.acc: 94.2471, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0437, loss: 1.1189 2022-05-13 13:02:08,174 - mmdet - INFO - Epoch [11][5550/7330] lr: 1.000e-04, eta: 3 days, 4:19:17, time: 1.475, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1715, s0.acc: 93.7949, s0.loss_bbox: 0.0984, s0.loss_mask: 0.2041, s1.loss_cls: 0.0794, s1.acc: 94.2819, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0957, s2.loss_cls: 0.0401, s2.acc: 94.1473, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0448, loss: 1.1327 2022-05-13 13:03:21,587 - mmdet - INFO - Epoch [11][5600/7330] lr: 1.000e-04, eta: 3 days, 4:18:01, time: 1.469, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0310, loss_semantic_seg: 0.1821, s0.loss_cls: 0.1588, s0.acc: 94.1755, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1990, s1.loss_cls: 0.0735, s1.acc: 94.6566, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0947, s2.loss_cls: 0.0371, s2.acc: 94.4834, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0443, loss: 1.1006 2022-05-13 13:04:35,567 - mmdet - INFO - Epoch [11][5650/7330] lr: 1.000e-04, eta: 3 days, 4:16:46, time: 1.480, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1739, s0.loss_cls: 0.1656, s0.acc: 94.0806, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1963, s1.loss_cls: 0.0776, s1.acc: 94.4319, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0917, s2.loss_cls: 0.0392, s2.acc: 94.2510, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0430, loss: 1.0887 2022-05-13 13:05:49,175 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-13 13:05:49,178 - mmdet - INFO - Epoch [11][5700/7330] lr: 1.000e-04, eta: 3 days, 4:15:31, time: 1.472, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1765, s0.loss_cls: 0.1534, s0.acc: 94.4229, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1950, s1.loss_cls: 0.0709, s1.acc: 94.8465, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0913, s2.loss_cls: 0.0360, s2.acc: 94.7361, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0431, loss: 1.0611 2022-05-13 13:07:02,015 - mmdet - INFO - Epoch [11][5750/7330] lr: 1.000e-04, eta: 3 days, 4:14:13, time: 1.457, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1792, s0.loss_cls: 0.1591, s0.acc: 94.1692, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1859, s1.loss_cls: 0.0731, s1.acc: 94.6233, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0878, s2.loss_cls: 0.0378, s2.acc: 94.3589, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0412, loss: 1.0624 2022-05-13 13:08:14,849 - mmdet - INFO - Epoch [11][5800/7330] lr: 1.000e-04, eta: 3 days, 4:12:55, time: 1.456, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1783, s0.loss_cls: 0.1651, s0.acc: 93.9387, s0.loss_bbox: 0.0965, s0.loss_mask: 0.2082, s1.loss_cls: 0.0775, s1.acc: 94.2853, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0980, s2.loss_cls: 0.0391, s2.acc: 94.1130, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0456, loss: 1.1326 2022-05-13 13:09:28,827 - mmdet - INFO - Epoch [11][5850/7330] lr: 1.000e-04, eta: 3 days, 4:11:41, time: 1.480, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1747, s0.acc: 93.6992, s0.loss_bbox: 0.1043, s0.loss_mask: 0.2022, s1.loss_cls: 0.0810, s1.acc: 94.1918, s1.loss_bbox: 0.1107, s1.loss_mask: 0.0953, s2.loss_cls: 0.0418, s2.acc: 93.8322, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0445, loss: 1.1507 2022-05-13 13:10:42,892 - mmdet - INFO - Epoch [11][5900/7330] lr: 1.000e-04, eta: 3 days, 4:10:26, time: 1.481, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1824, s0.loss_cls: 0.1752, s0.acc: 93.6362, s0.loss_bbox: 0.1008, s0.loss_mask: 0.1998, s1.loss_cls: 0.0816, s1.acc: 94.0827, s1.loss_bbox: 0.1077, s1.loss_mask: 0.0930, s2.loss_cls: 0.0410, s2.acc: 93.8914, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0433, loss: 1.1460 2022-05-13 13:11:56,059 - mmdet - INFO - Epoch [11][5950/7330] lr: 1.000e-04, eta: 3 days, 4:09:09, time: 1.461, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1827, s0.loss_cls: 0.1658, s0.acc: 94.0398, s0.loss_bbox: 0.0969, s0.loss_mask: 0.2037, s1.loss_cls: 0.0772, s1.acc: 94.5285, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0945, s2.loss_cls: 0.0395, s2.acc: 94.3101, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0443, loss: 1.1265 2022-05-13 13:13:08,326 - mmdet - INFO - Epoch [11][6000/7330] lr: 1.000e-04, eta: 3 days, 4:07:50, time: 1.448, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0302, loss_semantic_seg: 0.1830, s0.loss_cls: 0.1666, s0.acc: 94.0986, s0.loss_bbox: 0.0935, s0.loss_mask: 0.2012, s1.loss_cls: 0.0777, s1.acc: 94.4704, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0934, s2.loss_cls: 0.0391, s2.acc: 94.2897, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0438, loss: 1.1155 2022-05-13 13:14:20,757 - mmdet - INFO - Epoch [11][6050/7330] lr: 1.000e-04, eta: 3 days, 4:06:32, time: 1.448, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1757, s0.loss_cls: 0.1558, s0.acc: 94.3306, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1955, s1.loss_cls: 0.0719, s1.acc: 94.7579, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0918, s2.loss_cls: 0.0366, s2.acc: 94.6380, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0435, loss: 1.0744 2022-05-13 13:15:33,541 - mmdet - INFO - Epoch [11][6100/7330] lr: 1.000e-04, eta: 3 days, 4:05:14, time: 1.456, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1833, s0.loss_cls: 0.1681, s0.acc: 94.0276, s0.loss_bbox: 0.0969, s0.loss_mask: 0.2032, s1.loss_cls: 0.0783, s1.acc: 94.3601, s1.loss_bbox: 0.1066, s1.loss_mask: 0.0957, s2.loss_cls: 0.0400, s2.acc: 94.2263, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0454, loss: 1.1339 2022-05-13 13:16:46,333 - mmdet - INFO - Epoch [11][6150/7330] lr: 1.000e-04, eta: 3 days, 4:03:57, time: 1.456, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1819, s0.loss_cls: 0.1599, s0.acc: 94.1790, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1981, s1.loss_cls: 0.0743, s1.acc: 94.7188, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0942, s2.loss_cls: 0.0385, s2.acc: 94.3594, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0440, loss: 1.0983 2022-05-13 13:17:59,292 - mmdet - INFO - Epoch [11][6200/7330] lr: 1.000e-04, eta: 3 days, 4:02:39, time: 1.459, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1780, s0.loss_cls: 0.1648, s0.acc: 94.0359, s0.loss_bbox: 0.0964, s0.loss_mask: 0.2047, s1.loss_cls: 0.0772, s1.acc: 94.4204, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0964, s2.loss_cls: 0.0394, s2.acc: 94.1347, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0450, loss: 1.1239 2022-05-13 13:19:13,109 - mmdet - INFO - Epoch [11][6250/7330] lr: 1.000e-04, eta: 3 days, 4:01:24, time: 1.476, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1771, s0.loss_cls: 0.1686, s0.acc: 93.8613, s0.loss_bbox: 0.0954, s0.loss_mask: 0.1941, s1.loss_cls: 0.0777, s1.acc: 94.2565, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0913, s2.loss_cls: 0.0389, s2.acc: 94.1196, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0432, loss: 1.1078 2022-05-13 13:20:26,807 - mmdet - INFO - Epoch [11][6300/7330] lr: 1.000e-04, eta: 3 days, 4:00:09, time: 1.473, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1825, s0.loss_cls: 0.1698, s0.acc: 93.9255, s0.loss_bbox: 0.0962, s0.loss_mask: 0.1994, s1.loss_cls: 0.0791, s1.acc: 94.3797, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0938, s2.loss_cls: 0.0401, s2.acc: 94.2328, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0438, loss: 1.1282 2022-05-13 13:21:38,837 - mmdet - INFO - Epoch [11][6350/7330] lr: 1.000e-04, eta: 3 days, 3:58:49, time: 1.441, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1745, s0.loss_cls: 0.1691, s0.acc: 93.9490, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2002, s1.loss_cls: 0.0790, s1.acc: 94.3811, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0947, s2.loss_cls: 0.0402, s2.acc: 94.1630, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0450, loss: 1.1257 2022-05-13 13:22:52,332 - mmdet - INFO - Epoch [11][6400/7330] lr: 1.000e-04, eta: 3 days, 3:57:33, time: 1.470, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1790, s0.loss_cls: 0.1727, s0.acc: 93.6990, s0.loss_bbox: 0.0980, s0.loss_mask: 0.2004, s1.loss_cls: 0.0817, s1.acc: 94.1136, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0942, s2.loss_cls: 0.0416, s2.acc: 93.9451, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0439, loss: 1.1366 2022-05-13 13:24:04,755 - mmdet - INFO - Epoch [11][6450/7330] lr: 1.000e-04, eta: 3 days, 3:56:15, time: 1.448, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1772, s0.loss_cls: 0.1728, s0.acc: 93.7493, s0.loss_bbox: 0.0982, s0.loss_mask: 0.2073, s1.loss_cls: 0.0800, s1.acc: 94.1953, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0964, s2.loss_cls: 0.0405, s2.acc: 94.0857, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0453, loss: 1.1402 2022-05-13 13:25:18,074 - mmdet - INFO - Epoch [11][6500/7330] lr: 1.000e-04, eta: 3 days, 3:54:59, time: 1.467, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1885, s0.loss_cls: 0.1705, s0.acc: 93.8059, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2005, s1.loss_cls: 0.0794, s1.acc: 94.3188, s1.loss_bbox: 0.1071, s1.loss_mask: 0.0946, s2.loss_cls: 0.0405, s2.acc: 94.1420, s2.loss_bbox: 0.0693, s2.loss_mask: 0.0446, loss: 1.1479 2022-05-13 13:26:31,905 - mmdet - INFO - Epoch [11][6550/7330] lr: 1.000e-04, eta: 3 days, 3:53:44, time: 1.477, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1841, s0.loss_cls: 0.1677, s0.acc: 93.9409, s0.loss_bbox: 0.0969, s0.loss_mask: 0.2009, s1.loss_cls: 0.0788, s1.acc: 94.3654, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0946, s2.loss_cls: 0.0401, s2.acc: 94.1018, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0445, loss: 1.1280 2022-05-13 13:27:45,508 - mmdet - INFO - Epoch [11][6600/7330] lr: 1.000e-04, eta: 3 days, 3:52:28, time: 1.472, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1593, s0.acc: 94.1509, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1944, s1.loss_cls: 0.0749, s1.acc: 94.5727, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0909, s2.loss_cls: 0.0385, s2.acc: 94.3640, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0428, loss: 1.0792 2022-05-13 13:28:58,799 - mmdet - INFO - Epoch [11][6650/7330] lr: 1.000e-04, eta: 3 days, 3:51:11, time: 1.466, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1736, s0.acc: 93.7266, s0.loss_bbox: 0.0989, s0.loss_mask: 0.1971, s1.loss_cls: 0.0802, s1.acc: 94.1292, s1.loss_bbox: 0.1070, s1.loss_mask: 0.0925, s2.loss_cls: 0.0402, s2.acc: 94.0703, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0434, loss: 1.1230 2022-05-13 13:30:13,194 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-13 13:30:13,221 - mmdet - INFO - Epoch [11][6700/7330] lr: 1.000e-04, eta: 3 days, 3:49:58, time: 1.488, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1770, s0.loss_cls: 0.1669, s0.acc: 93.9753, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1947, s1.loss_cls: 0.0763, s1.acc: 94.4987, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0914, s2.loss_cls: 0.0381, s2.acc: 94.4488, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0429, loss: 1.0976 2022-05-13 13:31:27,228 - mmdet - INFO - Epoch [11][6750/7330] lr: 1.000e-04, eta: 3 days, 3:48:43, time: 1.481, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1766, s0.loss_cls: 0.1555, s0.acc: 94.3076, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1914, s1.loss_cls: 0.0719, s1.acc: 94.8606, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0901, s2.loss_cls: 0.0362, s2.acc: 94.7726, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0424, loss: 1.0644 2022-05-13 13:32:40,693 - mmdet - INFO - Epoch [11][6800/7330] lr: 1.000e-04, eta: 3 days, 3:47:27, time: 1.469, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1789, s0.loss_cls: 0.1658, s0.acc: 94.0300, s0.loss_bbox: 0.0955, s0.loss_mask: 0.1995, s1.loss_cls: 0.0777, s1.acc: 94.4097, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0933, s2.loss_cls: 0.0396, s2.acc: 94.1572, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0439, loss: 1.1090 2022-05-13 13:33:53,806 - mmdet - INFO - Epoch [11][6850/7330] lr: 1.000e-04, eta: 3 days, 3:46:10, time: 1.462, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1843, s0.loss_cls: 0.1674, s0.acc: 94.0063, s0.loss_bbox: 0.0966, s0.loss_mask: 0.1985, s1.loss_cls: 0.0775, s1.acc: 94.3949, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0933, s2.loss_cls: 0.0392, s2.acc: 94.2162, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0439, loss: 1.1173 2022-05-13 13:35:06,830 - mmdet - INFO - Epoch [11][6900/7330] lr: 1.000e-04, eta: 3 days, 3:44:53, time: 1.460, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1571, s0.acc: 94.2925, s0.loss_bbox: 0.0945, s0.loss_mask: 0.1984, s1.loss_cls: 0.0733, s1.acc: 94.5941, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0925, s2.loss_cls: 0.0364, s2.acc: 94.5908, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0433, loss: 1.0770 2022-05-13 13:36:20,291 - mmdet - INFO - Epoch [11][6950/7330] lr: 1.000e-04, eta: 3 days, 3:43:37, time: 1.469, data_time: 0.023, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1806, s0.loss_cls: 0.1722, s0.acc: 93.8660, s0.loss_bbox: 0.1008, s0.loss_mask: 0.2041, s1.loss_cls: 0.0820, s1.acc: 94.2080, s1.loss_bbox: 0.1093, s1.loss_mask: 0.0950, s2.loss_cls: 0.0421, s2.acc: 93.9039, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0445, loss: 1.1478 2022-05-13 13:37:33,421 - mmdet - INFO - Epoch [11][7000/7330] lr: 1.000e-04, eta: 3 days, 3:42:20, time: 1.461, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1797, s0.loss_cls: 0.1622, s0.acc: 94.0500, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1962, s1.loss_cls: 0.0762, s1.acc: 94.4005, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0925, s2.loss_cls: 0.0390, s2.acc: 94.1293, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0434, loss: 1.0998 2022-05-13 13:38:47,078 - mmdet - INFO - Epoch [11][7050/7330] lr: 1.000e-04, eta: 3 days, 3:41:05, time: 1.475, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1882, s0.loss_cls: 0.1716, s0.acc: 93.7998, s0.loss_bbox: 0.0941, s0.loss_mask: 0.2001, s1.loss_cls: 0.0785, s1.acc: 94.3114, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0936, s2.loss_cls: 0.0397, s2.acc: 94.1509, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0442, loss: 1.1258 2022-05-13 13:40:00,823 - mmdet - INFO - Epoch [11][7100/7330] lr: 1.000e-04, eta: 3 days, 3:39:50, time: 1.475, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1827, s0.loss_cls: 0.1621, s0.acc: 94.0989, s0.loss_bbox: 0.0939, s0.loss_mask: 0.2002, s1.loss_cls: 0.0745, s1.acc: 94.5058, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0941, s2.loss_cls: 0.0381, s2.acc: 94.3559, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0442, loss: 1.1082 2022-05-13 13:41:13,702 - mmdet - INFO - Epoch [11][7150/7330] lr: 1.000e-04, eta: 3 days, 3:38:32, time: 1.458, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1800, s0.loss_cls: 0.1729, s0.acc: 93.7292, s0.loss_bbox: 0.0970, s0.loss_mask: 0.2023, s1.loss_cls: 0.0815, s1.acc: 94.0741, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0946, s2.loss_cls: 0.0413, s2.acc: 93.7928, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0445, loss: 1.1366 2022-05-13 13:42:27,323 - mmdet - INFO - Epoch [11][7200/7330] lr: 1.000e-04, eta: 3 days, 3:37:17, time: 1.472, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1750, s0.loss_cls: 0.1636, s0.acc: 94.1313, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1962, s1.loss_cls: 0.0754, s1.acc: 94.7070, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0929, s2.loss_cls: 0.0389, s2.acc: 94.3815, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0435, loss: 1.1013 2022-05-13 13:43:40,767 - mmdet - INFO - Epoch [11][7250/7330] lr: 1.000e-04, eta: 3 days, 3:36:01, time: 1.468, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1837, s0.loss_cls: 0.1648, s0.acc: 93.9551, s0.loss_bbox: 0.0969, s0.loss_mask: 0.1986, s1.loss_cls: 0.0771, s1.acc: 94.3136, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0927, s2.loss_cls: 0.0393, s2.acc: 94.0602, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0431, loss: 1.1173 2022-05-13 13:44:54,021 - mmdet - INFO - Epoch [11][7300/7330] lr: 1.000e-04, eta: 3 days, 3:34:44, time: 1.466, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1727, s0.loss_cls: 0.1479, s0.acc: 94.6282, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1893, s1.loss_cls: 0.0683, s1.acc: 94.9647, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0890, s2.loss_cls: 0.0350, s2.acc: 94.8260, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0419, loss: 1.0441 2022-05-13 13:45:56,266 - mmdet - INFO - Saving checkpoint at 11 epochs 2022-05-13 13:50:39,526 - mmdet - INFO - Evaluating bbox... 2022-05-13 13:51:30,631 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.548 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.739 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.607 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.388 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.594 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 ] = 0.719 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.719 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.719 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.559 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.757 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.856 2022-05-13 13:51:30,642 - mmdet - INFO - Evaluating segm... 2022-05-13 13:52:26,971 - 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 ] = 0.716 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.527 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.291 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.515 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.663 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.627 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.627 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.627 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 ] = 0.664 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.775 2022-05-13 13:52:28,194 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-13 13:52:28,196 - mmdet - INFO - Epoch(val) [11][313] bbox_mAP: 0.5480, bbox_mAP_50: 0.7390, bbox_mAP_75: 0.6070, bbox_mAP_s: 0.3880, bbox_mAP_m: 0.5940, bbox_mAP_l: 0.6770, bbox_mAP_copypaste: 0.548 0.739 0.607 0.388 0.594 0.677, segm_mAP: 0.4790, segm_mAP_50: 0.7160, segm_mAP_75: 0.5270, segm_mAP_s: 0.2910, segm_mAP_m: 0.5150, segm_mAP_l: 0.6630, segm_mAP_copypaste: 0.479 0.716 0.527 0.291 0.515 0.663 2022-05-13 13:58:05,895 - mmdet - INFO - Epoch [12][50/7330] lr: 1.000e-04, eta: 3 days, 3:41:02, time: 6.752, data_time: 5.283, memory: 64756, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1814, s0.loss_cls: 0.1621, s0.acc: 94.0413, s0.loss_bbox: 0.0953, s0.loss_mask: 0.2036, s1.loss_cls: 0.0755, s1.acc: 94.4218, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0960, s2.loss_cls: 0.0386, s2.acc: 94.2507, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0451, loss: 1.1217 2022-05-13 13:59:19,342 - mmdet - INFO - Epoch [12][100/7330] lr: 1.000e-04, eta: 3 days, 3:39:46, time: 1.470, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1609, s0.acc: 94.0940, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1989, s1.loss_cls: 0.0766, s1.acc: 94.5156, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0933, s2.loss_cls: 0.0390, s2.acc: 94.3496, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0437, loss: 1.1012 2022-05-13 14:00:33,220 - mmdet - INFO - Epoch [12][150/7330] lr: 1.000e-04, eta: 3 days, 3:38:31, time: 1.478, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1784, s0.loss_cls: 0.1490, s0.acc: 94.5786, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1935, s1.loss_cls: 0.0682, s1.acc: 95.0498, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0900, s2.loss_cls: 0.0343, s2.acc: 94.8705, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0426, loss: 1.0530 2022-05-13 14:01:45,759 - mmdet - INFO - Epoch [12][200/7330] lr: 1.000e-04, eta: 3 days, 3:37:12, time: 1.451, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1593, s0.acc: 94.2720, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1970, s1.loss_cls: 0.0725, s1.acc: 94.7711, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0920, s2.loss_cls: 0.0366, s2.acc: 94.6462, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0427, loss: 1.0837 2022-05-13 14:02:58,908 - mmdet - INFO - Epoch [12][250/7330] lr: 1.000e-04, eta: 3 days, 3:35:55, time: 1.463, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1509, s0.acc: 94.4390, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1917, s1.loss_cls: 0.0690, s1.acc: 94.9210, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0901, s2.loss_cls: 0.0351, s2.acc: 94.6852, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0422, loss: 1.0475 2022-05-13 14:04:11,191 - mmdet - INFO - Epoch [12][300/7330] lr: 1.000e-04, eta: 3 days, 3:34:36, time: 1.446, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1721, s0.loss_cls: 0.1453, s0.acc: 94.7153, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1900, s1.loss_cls: 0.0671, s1.acc: 95.1676, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0900, s2.loss_cls: 0.0346, s2.acc: 94.9251, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0428, loss: 1.0245 2022-05-13 14:05:25,567 - mmdet - INFO - Epoch [12][350/7330] lr: 1.000e-04, eta: 3 days, 3:33:22, time: 1.488, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1739, s0.loss_cls: 0.1561, s0.acc: 94.1519, s0.loss_bbox: 0.0945, s0.loss_mask: 0.1973, s1.loss_cls: 0.0719, s1.acc: 94.6598, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0918, s2.loss_cls: 0.0362, s2.acc: 94.6025, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0431, loss: 1.0802 2022-05-13 14:06:39,231 - mmdet - INFO - Epoch [12][400/7330] lr: 1.000e-04, eta: 3 days, 3:32:06, time: 1.473, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1600, s0.acc: 94.1304, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1935, s1.loss_cls: 0.0742, s1.acc: 94.5186, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0908, s2.loss_cls: 0.0378, s2.acc: 94.4150, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0429, loss: 1.0760 2022-05-13 14:07:51,946 - mmdet - INFO - Epoch [12][450/7330] lr: 1.000e-04, eta: 3 days, 3:30:48, time: 1.454, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1572, s0.acc: 94.1772, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1947, s1.loss_cls: 0.0727, s1.acc: 94.6746, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0911, s2.loss_cls: 0.0368, s2.acc: 94.4624, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0431, loss: 1.0772 2022-05-13 14:09:04,572 - mmdet - INFO - Epoch [12][500/7330] lr: 1.000e-04, eta: 3 days, 3:29:29, time: 1.453, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1526, s0.acc: 94.3279, s0.loss_bbox: 0.0917, s0.loss_mask: 0.2000, s1.loss_cls: 0.0701, s1.acc: 94.8290, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0939, s2.loss_cls: 0.0357, s2.acc: 94.5731, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0440, loss: 1.0750 2022-05-13 14:10:18,807 - mmdet - INFO - Epoch [12][550/7330] lr: 1.000e-04, eta: 3 days, 3:28:15, time: 1.485, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1746, s0.loss_cls: 0.1604, s0.acc: 94.1619, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1969, s1.loss_cls: 0.0742, s1.acc: 94.7037, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0931, s2.loss_cls: 0.0378, s2.acc: 94.3836, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0439, loss: 1.0870 2022-05-13 14:11:32,610 - mmdet - INFO - Epoch [12][600/7330] lr: 1.000e-04, eta: 3 days, 3:26:59, time: 1.476, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1616, s0.acc: 94.0730, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2009, s1.loss_cls: 0.0737, s1.acc: 94.5544, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0945, s2.loss_cls: 0.0373, s2.acc: 94.3333, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0444, loss: 1.1078 2022-05-13 14:12:46,170 - mmdet - INFO - Epoch [12][650/7330] lr: 1.000e-04, eta: 3 days, 3:25:43, time: 1.471, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1683, s0.acc: 93.8713, s0.loss_bbox: 0.0973, s0.loss_mask: 0.1993, s1.loss_cls: 0.0778, s1.acc: 94.3771, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0937, s2.loss_cls: 0.0392, s2.acc: 94.1788, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0437, loss: 1.1151 2022-05-13 14:14:00,022 - mmdet - INFO - Epoch [12][700/7330] lr: 1.000e-04, eta: 3 days, 3:24:27, time: 1.477, data_time: 0.023, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1617, s0.acc: 94.1055, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1975, s1.loss_cls: 0.0742, s1.acc: 94.6175, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0930, s2.loss_cls: 0.0379, s2.acc: 94.4192, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0433, loss: 1.0940 2022-05-13 14:15:13,507 - mmdet - INFO - Epoch [12][750/7330] lr: 1.000e-04, eta: 3 days, 3:23:11, time: 1.470, data_time: 0.023, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1747, s0.loss_cls: 0.1479, s0.acc: 94.6533, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1908, s1.loss_cls: 0.0676, s1.acc: 95.1622, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0899, s2.loss_cls: 0.0342, s2.acc: 94.9919, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0425, loss: 1.0356 2022-05-13 14:16:26,187 - mmdet - INFO - Epoch [12][800/7330] lr: 1.000e-04, eta: 3 days, 3:21:53, time: 1.454, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1513, s0.acc: 94.4465, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1929, s1.loss_cls: 0.0699, s1.acc: 94.9124, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0912, s2.loss_cls: 0.0357, s2.acc: 94.5985, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0431, loss: 1.0598 2022-05-13 14:17:39,448 - mmdet - INFO - Epoch [12][850/7330] lr: 1.000e-04, eta: 3 days, 3:20:36, time: 1.465, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1591, s0.acc: 94.2971, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1937, s1.loss_cls: 0.0733, s1.acc: 94.7031, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0915, s2.loss_cls: 0.0376, s2.acc: 94.5349, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0427, loss: 1.0720 2022-05-13 14:18:52,597 - mmdet - INFO - Epoch [12][900/7330] lr: 1.000e-04, eta: 3 days, 3:19:19, time: 1.464, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1691, s0.acc: 93.9536, s0.loss_bbox: 0.0930, s0.loss_mask: 0.2037, s1.loss_cls: 0.0795, s1.acc: 94.3941, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0969, s2.loss_cls: 0.0406, s2.acc: 94.1160, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0455, loss: 1.1298 2022-05-13 14:20:05,970 - mmdet - INFO - Epoch [12][950/7330] lr: 1.000e-04, eta: 3 days, 3:18:03, time: 1.467, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1800, s0.loss_cls: 0.1705, s0.acc: 93.8301, s0.loss_bbox: 0.0989, s0.loss_mask: 0.2002, s1.loss_cls: 0.0784, s1.acc: 94.2997, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0942, s2.loss_cls: 0.0397, s2.acc: 94.1055, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0443, loss: 1.1321 2022-05-13 14:21:18,430 - mmdet - INFO - Epoch [12][1000/7330] lr: 1.000e-04, eta: 3 days, 3:16:44, time: 1.449, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1784, s0.loss_cls: 0.1573, s0.acc: 94.2244, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1929, s1.loss_cls: 0.0724, s1.acc: 94.7320, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0905, s2.loss_cls: 0.0369, s2.acc: 94.5041, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0428, loss: 1.0764 2022-05-13 14:22:32,150 - mmdet - INFO - Epoch [12][1050/7330] lr: 1.000e-04, eta: 3 days, 3:15:28, time: 1.474, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1747, s0.loss_cls: 0.1558, s0.acc: 94.3115, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1974, s1.loss_cls: 0.0732, s1.acc: 94.7354, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0928, s2.loss_cls: 0.0366, s2.acc: 94.5059, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0434, loss: 1.0741 2022-05-13 14:23:45,161 - mmdet - INFO - Epoch [12][1100/7330] lr: 1.000e-04, eta: 3 days, 3:14:11, time: 1.460, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1758, s0.loss_cls: 0.1674, s0.acc: 93.9094, s0.loss_bbox: 0.0996, s0.loss_mask: 0.2106, s1.loss_cls: 0.0765, s1.acc: 94.4336, s1.loss_bbox: 0.1068, s1.loss_mask: 0.0992, s2.loss_cls: 0.0390, s2.acc: 94.1672, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0467, loss: 1.1434 2022-05-13 14:24:58,530 - mmdet - INFO - Epoch [12][1150/7330] lr: 1.000e-04, eta: 3 days, 3:12:54, time: 1.467, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1703, s0.loss_cls: 0.1586, s0.acc: 94.2217, s0.loss_bbox: 0.0951, s0.loss_mask: 0.1966, s1.loss_cls: 0.0733, s1.acc: 94.6376, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0928, s2.loss_cls: 0.0377, s2.acc: 94.2408, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0438, loss: 1.0887 2022-05-13 14:26:12,080 - mmdet - INFO - Epoch [12][1200/7330] lr: 1.000e-04, eta: 3 days, 3:11:38, time: 1.471, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1723, s0.loss_cls: 0.1579, s0.acc: 94.2278, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1930, s1.loss_cls: 0.0740, s1.acc: 94.6254, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0901, s2.loss_cls: 0.0372, s2.acc: 94.5077, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0422, loss: 1.0642 2022-05-13 14:27:25,623 - mmdet - INFO - Epoch [12][1250/7330] lr: 1.000e-04, eta: 3 days, 3:10:22, time: 1.471, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1763, s0.loss_cls: 0.1521, s0.acc: 94.4624, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1914, s1.loss_cls: 0.0715, s1.acc: 94.8604, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0902, s2.loss_cls: 0.0364, s2.acc: 94.5683, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0418, loss: 1.0525 2022-05-13 14:28:39,670 - mmdet - INFO - Epoch [12][1300/7330] lr: 1.000e-04, eta: 3 days, 3:09:07, time: 1.481, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1582, s0.acc: 94.1665, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1999, s1.loss_cls: 0.0737, s1.acc: 94.5687, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0945, s2.loss_cls: 0.0378, s2.acc: 94.3586, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0444, loss: 1.0891 2022-05-13 14:29:52,598 - mmdet - INFO - Epoch [12][1350/7330] lr: 1.000e-04, eta: 3 days, 3:07:50, time: 1.459, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1471, s0.acc: 94.5928, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1950, s1.loss_cls: 0.0675, s1.acc: 95.0857, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0914, s2.loss_cls: 0.0354, s2.acc: 94.7557, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0427, loss: 1.0580 2022-05-13 14:31:07,229 - mmdet - INFO - Epoch [12][1400/7330] lr: 1.000e-04, eta: 3 days, 3:06:36, time: 1.493, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1739, s0.loss_cls: 0.1518, s0.acc: 94.3765, s0.loss_bbox: 0.0947, s0.loss_mask: 0.2005, s1.loss_cls: 0.0702, s1.acc: 94.7601, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0947, s2.loss_cls: 0.0357, s2.acc: 94.6342, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0449, loss: 1.0825 2022-05-13 14:32:20,737 - mmdet - INFO - Epoch [12][1450/7330] lr: 1.000e-04, eta: 3 days, 3:05:20, time: 1.470, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1820, s0.loss_cls: 0.1602, s0.acc: 94.1445, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1958, s1.loss_cls: 0.0745, s1.acc: 94.6135, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0925, s2.loss_cls: 0.0379, s2.acc: 94.4271, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0438, loss: 1.0982 2022-05-13 14:33:34,465 - mmdet - INFO - Epoch [12][1500/7330] lr: 1.000e-04, eta: 3 days, 3:04:04, time: 1.475, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1750, s0.loss_cls: 0.1600, s0.acc: 94.1785, s0.loss_bbox: 0.0936, s0.loss_mask: 0.1987, s1.loss_cls: 0.0740, s1.acc: 94.6674, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0932, s2.loss_cls: 0.0375, s2.acc: 94.4663, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0444, loss: 1.0923 2022-05-13 14:34:47,297 - mmdet - INFO - Epoch [12][1550/7330] lr: 1.000e-04, eta: 3 days, 3:02:46, time: 1.457, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1773, s0.loss_cls: 0.1551, s0.acc: 94.3481, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1921, s1.loss_cls: 0.0723, s1.acc: 94.7361, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0907, s2.loss_cls: 0.0372, s2.acc: 94.5416, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0427, loss: 1.0710 2022-05-13 14:36:01,010 - mmdet - INFO - Epoch [12][1600/7330] lr: 1.000e-04, eta: 3 days, 3:01:31, time: 1.474, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1774, s0.loss_cls: 0.1649, s0.acc: 94.1101, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1984, s1.loss_cls: 0.0775, s1.acc: 94.5485, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0930, s2.loss_cls: 0.0395, s2.acc: 94.2666, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0437, loss: 1.0986 2022-05-13 14:37:14,647 - mmdet - INFO - Epoch [12][1650/7330] lr: 1.000e-04, eta: 3 days, 3:00:15, time: 1.473, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1813, s0.loss_cls: 0.1618, s0.acc: 94.0173, s0.loss_bbox: 0.0926, s0.loss_mask: 0.2006, s1.loss_cls: 0.0767, s1.acc: 94.3310, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0946, s2.loss_cls: 0.0392, s2.acc: 94.0787, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0447, loss: 1.1066 2022-05-13 14:38:27,590 - mmdet - INFO - Epoch [12][1700/7330] lr: 1.000e-04, eta: 3 days, 2:58:57, time: 1.459, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1783, s0.loss_cls: 0.1602, s0.acc: 94.1584, s0.loss_bbox: 0.0943, s0.loss_mask: 0.1959, s1.loss_cls: 0.0754, s1.acc: 94.5290, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0922, s2.loss_cls: 0.0381, s2.acc: 94.2469, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0438, loss: 1.0965 2022-05-13 14:39:41,050 - mmdet - INFO - Epoch [12][1750/7330] lr: 1.000e-04, eta: 3 days, 2:57:41, time: 1.469, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1748, s0.loss_cls: 0.1563, s0.acc: 94.4121, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1937, s1.loss_cls: 0.0721, s1.acc: 94.8397, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0914, s2.loss_cls: 0.0366, s2.acc: 94.6489, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0428, loss: 1.0773 2022-05-13 14:40:54,266 - mmdet - INFO - Epoch [12][1800/7330] lr: 1.000e-04, eta: 3 days, 2:56:24, time: 1.464, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1760, s0.loss_cls: 0.1587, s0.acc: 94.1982, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1906, s1.loss_cls: 0.0723, s1.acc: 94.6904, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0902, s2.loss_cls: 0.0369, s2.acc: 94.6071, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0425, loss: 1.0750 2022-05-13 14:42:06,606 - mmdet - INFO - Epoch [12][1850/7330] lr: 1.000e-04, eta: 3 days, 2:55:05, time: 1.446, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1734, s0.loss_cls: 0.1652, s0.acc: 94.0247, s0.loss_bbox: 0.0930, s0.loss_mask: 0.1929, s1.loss_cls: 0.0770, s1.acc: 94.4431, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0909, s2.loss_cls: 0.0393, s2.acc: 94.1897, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0425, loss: 1.0851 2022-05-13 14:43:20,027 - mmdet - INFO - Epoch [12][1900/7330] lr: 1.000e-04, eta: 3 days, 2:53:49, time: 1.469, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1562, s0.acc: 94.2744, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1934, s1.loss_cls: 0.0716, s1.acc: 94.8451, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0916, s2.loss_cls: 0.0364, s2.acc: 94.6230, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0435, loss: 1.0624 2022-05-13 14:44:33,379 - mmdet - INFO - Epoch [12][1950/7330] lr: 1.000e-04, eta: 3 days, 2:52:33, time: 1.467, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1778, s0.loss_cls: 0.1575, s0.acc: 94.3010, s0.loss_bbox: 0.0912, s0.loss_mask: 0.1934, s1.loss_cls: 0.0732, s1.acc: 94.7223, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0917, s2.loss_cls: 0.0370, s2.acc: 94.5324, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0431, loss: 1.0758 2022-05-13 14:45:47,096 - mmdet - INFO - Epoch [12][2000/7330] lr: 1.000e-04, eta: 3 days, 2:51:17, time: 1.474, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1740, s0.loss_cls: 0.1600, s0.acc: 94.2322, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1902, s1.loss_cls: 0.0734, s1.acc: 94.7634, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0900, s2.loss_cls: 0.0373, s2.acc: 94.5241, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0425, loss: 1.0704 2022-05-13 14:47:00,533 - mmdet - INFO - Epoch [12][2050/7330] lr: 1.000e-04, eta: 3 days, 2:50:01, time: 1.469, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1793, s0.loss_cls: 0.1600, s0.acc: 94.0647, s0.loss_bbox: 0.0983, s0.loss_mask: 0.1994, s1.loss_cls: 0.0740, s1.acc: 94.5447, s1.loss_bbox: 0.1075, s1.loss_mask: 0.0937, s2.loss_cls: 0.0383, s2.acc: 94.2885, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0440, loss: 1.1124 2022-05-13 14:48:14,966 - mmdet - INFO - Epoch [12][2100/7330] lr: 1.000e-04, eta: 3 days, 2:48:46, time: 1.489, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1823, s0.loss_cls: 0.1692, s0.acc: 93.8567, s0.loss_bbox: 0.0951, s0.loss_mask: 0.1993, s1.loss_cls: 0.0782, s1.acc: 94.3064, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0939, s2.loss_cls: 0.0396, s2.acc: 94.0632, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0445, loss: 1.1204 2022-05-13 14:49:28,048 - mmdet - INFO - Epoch [12][2150/7330] lr: 1.000e-04, eta: 3 days, 2:47:29, time: 1.461, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1677, s0.loss_cls: 0.1620, s0.acc: 94.0618, s0.loss_bbox: 0.0943, s0.loss_mask: 0.2028, s1.loss_cls: 0.0755, s1.acc: 94.4518, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0954, s2.loss_cls: 0.0380, s2.acc: 94.3318, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0451, loss: 1.0986 2022-05-13 14:50:41,678 - mmdet - INFO - Epoch [12][2200/7330] lr: 1.000e-04, eta: 3 days, 2:46:13, time: 1.473, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1906, s0.loss_cls: 0.1597, s0.acc: 94.1909, s0.loss_bbox: 0.0952, s0.loss_mask: 0.2029, s1.loss_cls: 0.0748, s1.acc: 94.6156, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0951, s2.loss_cls: 0.0386, s2.acc: 94.3480, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0447, loss: 1.1204 2022-05-13 14:51:55,019 - mmdet - INFO - Epoch [12][2250/7330] lr: 1.000e-04, eta: 3 days, 2:44:57, time: 1.467, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1841, s0.loss_cls: 0.1666, s0.acc: 93.9631, s0.loss_bbox: 0.0971, s0.loss_mask: 0.2022, s1.loss_cls: 0.0771, s1.acc: 94.3528, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0945, s2.loss_cls: 0.0395, s2.acc: 94.0818, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0445, loss: 1.1231 2022-05-13 14:53:08,655 - mmdet - INFO - Epoch [12][2300/7330] lr: 1.000e-04, eta: 3 days, 2:43:41, time: 1.473, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1598, s0.acc: 94.1907, s0.loss_bbox: 0.0946, s0.loss_mask: 0.2000, s1.loss_cls: 0.0734, s1.acc: 94.6381, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0935, s2.loss_cls: 0.0375, s2.acc: 94.4628, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0435, loss: 1.0942 2022-05-13 14:54:22,424 - mmdet - INFO - Epoch [12][2350/7330] lr: 1.000e-04, eta: 3 days, 2:42:26, time: 1.475, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1769, s0.loss_cls: 0.1603, s0.acc: 94.2065, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1981, s1.loss_cls: 0.0729, s1.acc: 94.7952, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0930, s2.loss_cls: 0.0371, s2.acc: 94.6527, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0438, loss: 1.0922 2022-05-13 14:55:36,788 - mmdet - INFO - Epoch [12][2400/7330] lr: 1.000e-04, eta: 3 days, 2:41:11, time: 1.487, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1711, s0.loss_cls: 0.1574, s0.acc: 94.2061, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1996, s1.loss_cls: 0.0725, s1.acc: 94.6612, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0934, s2.loss_cls: 0.0365, s2.acc: 94.5620, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0440, loss: 1.0873 2022-05-13 14:56:50,960 - mmdet - INFO - Epoch [12][2450/7330] lr: 1.000e-04, eta: 3 days, 2:39:57, time: 1.483, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1733, s0.loss_cls: 0.1562, s0.acc: 94.2888, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1987, s1.loss_cls: 0.0726, s1.acc: 94.6605, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0930, s2.loss_cls: 0.0375, s2.acc: 94.3808, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0435, loss: 1.0821 2022-05-13 14:58:04,602 - mmdet - INFO - Epoch [12][2500/7330] lr: 1.000e-04, eta: 3 days, 2:38:41, time: 1.473, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1721, s0.loss_cls: 0.1622, s0.acc: 94.1514, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1951, s1.loss_cls: 0.0748, s1.acc: 94.6537, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0919, s2.loss_cls: 0.0383, s2.acc: 94.4043, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0433, loss: 1.0852 2022-05-13 14:59:18,200 - mmdet - INFO - Epoch [12][2550/7330] lr: 1.000e-04, eta: 3 days, 2:37:25, time: 1.472, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1746, s0.loss_cls: 0.1654, s0.acc: 93.9778, s0.loss_bbox: 0.0973, s0.loss_mask: 0.1970, s1.loss_cls: 0.0769, s1.acc: 94.4229, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0931, s2.loss_cls: 0.0395, s2.acc: 94.1757, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0436, loss: 1.1090 2022-05-13 15:00:31,555 - mmdet - INFO - Epoch [12][2600/7330] lr: 1.000e-04, eta: 3 days, 2:36:08, time: 1.467, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1684, s0.loss_cls: 0.1622, s0.acc: 94.1406, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1935, s1.loss_cls: 0.0745, s1.acc: 94.5953, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0911, s2.loss_cls: 0.0378, s2.acc: 94.4077, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0428, loss: 1.0804 2022-05-13 15:01:44,937 - mmdet - INFO - Epoch [12][2650/7330] lr: 1.000e-04, eta: 3 days, 2:34:52, time: 1.468, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1782, s0.loss_cls: 0.1598, s0.acc: 94.2124, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1945, s1.loss_cls: 0.0733, s1.acc: 94.7203, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0912, s2.loss_cls: 0.0378, s2.acc: 94.5487, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0427, loss: 1.0806 2022-05-13 15:02:59,154 - mmdet - INFO - Epoch [12][2700/7330] lr: 1.000e-04, eta: 3 days, 2:33:37, time: 1.484, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1786, s0.loss_cls: 0.1701, s0.acc: 93.8418, s0.loss_bbox: 0.0983, s0.loss_mask: 0.2026, s1.loss_cls: 0.0794, s1.acc: 94.3011, s1.loss_bbox: 0.1088, s1.loss_mask: 0.0951, s2.loss_cls: 0.0409, s2.acc: 93.9465, s2.loss_bbox: 0.0686, s2.loss_mask: 0.0443, loss: 1.1378 2022-05-13 15:04:12,396 - mmdet - INFO - Epoch [12][2750/7330] lr: 1.000e-04, eta: 3 days, 2:32:21, time: 1.465, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1793, s0.loss_cls: 0.1693, s0.acc: 93.8113, s0.loss_bbox: 0.0981, s0.loss_mask: 0.2038, s1.loss_cls: 0.0788, s1.acc: 94.1795, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0958, s2.loss_cls: 0.0397, s2.acc: 94.0702, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0449, loss: 1.1337 2022-05-13 15:05:25,406 - mmdet - INFO - Epoch [12][2800/7330] lr: 1.000e-04, eta: 3 days, 2:31:03, time: 1.460, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1642, s0.acc: 94.0806, s0.loss_bbox: 0.0930, s0.loss_mask: 0.1988, s1.loss_cls: 0.0763, s1.acc: 94.5215, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0931, s2.loss_cls: 0.0388, s2.acc: 94.3257, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0439, loss: 1.0946 2022-05-13 15:06:38,920 - mmdet - INFO - Epoch [12][2850/7330] lr: 1.000e-04, eta: 3 days, 2:29:47, time: 1.470, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1708, s0.loss_cls: 0.1566, s0.acc: 94.2832, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1902, s1.loss_cls: 0.0714, s1.acc: 94.8952, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0897, s2.loss_cls: 0.0368, s2.acc: 94.6076, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0423, loss: 1.0569 2022-05-13 15:07:52,257 - mmdet - INFO - Epoch [12][2900/7330] lr: 1.000e-04, eta: 3 days, 2:28:31, time: 1.467, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1803, s0.loss_cls: 0.1696, s0.acc: 93.7737, s0.loss_bbox: 0.0977, s0.loss_mask: 0.2005, s1.loss_cls: 0.0786, s1.acc: 94.2729, s1.loss_bbox: 0.1061, s1.loss_mask: 0.0944, s2.loss_cls: 0.0399, s2.acc: 94.0791, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0444, loss: 1.1291 2022-05-13 15:09:06,473 - mmdet - INFO - Epoch [12][2950/7330] lr: 1.000e-04, eta: 3 days, 2:27:16, time: 1.484, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1708, s0.loss_cls: 0.1617, s0.acc: 94.1704, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1959, s1.loss_cls: 0.0748, s1.acc: 94.6689, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0921, s2.loss_cls: 0.0379, s2.acc: 94.5081, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0436, loss: 1.0861 2022-05-13 15:10:20,065 - mmdet - INFO - Epoch [12][3000/7330] lr: 1.000e-04, eta: 3 days, 2:26:00, time: 1.472, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1539, s0.acc: 94.4224, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1953, s1.loss_cls: 0.0715, s1.acc: 94.8646, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0911, s2.loss_cls: 0.0363, s2.acc: 94.6761, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0433, loss: 1.0604 2022-05-13 15:11:33,739 - mmdet - INFO - Epoch [12][3050/7330] lr: 1.000e-04, eta: 3 days, 2:24:45, time: 1.474, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1621, s0.acc: 94.0217, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1924, s1.loss_cls: 0.0758, s1.acc: 94.4844, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0910, s2.loss_cls: 0.0391, s2.acc: 94.1962, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0431, loss: 1.0785 2022-05-13 15:12:46,527 - mmdet - INFO - Epoch [12][3100/7330] lr: 1.000e-04, eta: 3 days, 2:23:27, time: 1.456, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1746, s0.loss_cls: 0.1581, s0.acc: 94.2495, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1896, s1.loss_cls: 0.0736, s1.acc: 94.6957, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0901, s2.loss_cls: 0.0381, s2.acc: 94.4483, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0424, loss: 1.0717 2022-05-13 15:14:00,456 - mmdet - INFO - Epoch [12][3150/7330] lr: 1.000e-04, eta: 3 days, 2:22:12, time: 1.479, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0309, loss_semantic_seg: 0.1783, s0.loss_cls: 0.1651, s0.acc: 93.9734, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2052, s1.loss_cls: 0.0772, s1.acc: 94.4481, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0972, s2.loss_cls: 0.0393, s2.acc: 94.2414, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0458, loss: 1.1321 2022-05-13 15:15:14,757 - mmdet - INFO - Epoch [12][3200/7330] lr: 1.000e-04, eta: 3 days, 2:20:57, time: 1.486, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1830, s0.loss_cls: 0.1600, s0.acc: 94.1689, s0.loss_bbox: 0.0928, s0.loss_mask: 0.1967, s1.loss_cls: 0.0737, s1.acc: 94.6409, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0913, s2.loss_cls: 0.0374, s2.acc: 94.5623, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0428, loss: 1.0904 2022-05-13 15:16:27,739 - mmdet - INFO - Epoch [12][3250/7330] lr: 1.000e-04, eta: 3 days, 2:19:40, time: 1.460, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1715, s0.loss_cls: 0.1649, s0.acc: 94.0469, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1944, s1.loss_cls: 0.0755, s1.acc: 94.6118, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0922, s2.loss_cls: 0.0383, s2.acc: 94.3908, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0430, loss: 1.0865 2022-05-13 15:17:41,567 - mmdet - INFO - Epoch [12][3300/7330] lr: 1.000e-04, eta: 3 days, 2:18:25, time: 1.477, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1772, s0.loss_cls: 0.1592, s0.acc: 94.2051, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1945, s1.loss_cls: 0.0736, s1.acc: 94.6458, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0919, s2.loss_cls: 0.0380, s2.acc: 94.3349, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0435, loss: 1.0871 2022-05-13 15:18:54,686 - mmdet - INFO - Epoch [12][3350/7330] lr: 1.000e-04, eta: 3 days, 2:17:08, time: 1.462, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1862, s0.loss_cls: 0.1656, s0.acc: 94.0168, s0.loss_bbox: 0.0994, s0.loss_mask: 0.1982, s1.loss_cls: 0.0771, s1.acc: 94.4907, s1.loss_bbox: 0.1080, s1.loss_mask: 0.0943, s2.loss_cls: 0.0392, s2.acc: 94.3238, s2.loss_bbox: 0.0683, s2.loss_mask: 0.0446, loss: 1.1339 2022-05-13 15:20:08,432 - mmdet - INFO - Epoch [12][3400/7330] lr: 1.000e-04, eta: 3 days, 2:15:52, time: 1.475, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1669, s0.acc: 93.9243, s0.loss_bbox: 0.0975, s0.loss_mask: 0.1969, s1.loss_cls: 0.0775, s1.acc: 94.3858, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0930, s2.loss_cls: 0.0397, s2.acc: 94.1708, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0436, loss: 1.1102 2022-05-13 15:21:21,117 - mmdet - INFO - Epoch [12][3450/7330] lr: 1.000e-04, eta: 3 days, 2:14:34, time: 1.454, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1854, s0.loss_cls: 0.1652, s0.acc: 94.0291, s0.loss_bbox: 0.0948, s0.loss_mask: 0.1996, s1.loss_cls: 0.0766, s1.acc: 94.4659, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0935, s2.loss_cls: 0.0397, s2.acc: 94.2038, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0440, loss: 1.1201 2022-05-13 15:22:34,272 - mmdet - INFO - Epoch [12][3500/7330] lr: 1.000e-04, eta: 3 days, 2:13:18, time: 1.463, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1772, s0.loss_cls: 0.1551, s0.acc: 94.3865, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1903, s1.loss_cls: 0.0718, s1.acc: 94.8438, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0896, s2.loss_cls: 0.0359, s2.acc: 94.7320, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0425, loss: 1.0584 2022-05-13 15:23:47,658 - mmdet - INFO - Epoch [12][3550/7330] lr: 1.000e-04, eta: 3 days, 2:12:01, time: 1.468, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1747, s0.loss_cls: 0.1639, s0.acc: 94.1348, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1988, s1.loss_cls: 0.0756, s1.acc: 94.6109, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0938, s2.loss_cls: 0.0384, s2.acc: 94.3800, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0441, loss: 1.1021 2022-05-13 15:25:01,050 - mmdet - INFO - Epoch [12][3600/7330] lr: 1.000e-04, eta: 3 days, 2:10:45, time: 1.468, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1813, s0.loss_cls: 0.1596, s0.acc: 94.1194, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1957, s1.loss_cls: 0.0745, s1.acc: 94.5446, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0919, s2.loss_cls: 0.0377, s2.acc: 94.3809, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0430, loss: 1.0849 2022-05-13 15:26:14,768 - mmdet - INFO - Epoch [12][3650/7330] lr: 1.000e-04, eta: 3 days, 2:09:29, time: 1.474, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1773, s0.loss_cls: 0.1614, s0.acc: 94.1387, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1936, s1.loss_cls: 0.0734, s1.acc: 94.6854, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0916, s2.loss_cls: 0.0378, s2.acc: 94.5121, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0427, loss: 1.0834 2022-05-13 15:27:28,043 - mmdet - INFO - Epoch [12][3700/7330] lr: 1.000e-04, eta: 3 days, 2:08:13, time: 1.465, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1823, s0.loss_cls: 0.1623, s0.acc: 94.1167, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1938, s1.loss_cls: 0.0757, s1.acc: 94.5658, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0913, s2.loss_cls: 0.0387, s2.acc: 94.3385, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0429, loss: 1.0943 2022-05-13 15:28:41,437 - mmdet - INFO - Epoch [12][3750/7330] lr: 1.000e-04, eta: 3 days, 2:06:56, time: 1.468, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1843, s0.loss_cls: 0.1689, s0.acc: 93.8506, s0.loss_bbox: 0.0963, s0.loss_mask: 0.1998, s1.loss_cls: 0.0772, s1.acc: 94.4116, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0931, s2.loss_cls: 0.0389, s2.acc: 94.2256, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0437, loss: 1.1195 2022-05-13 15:29:54,059 - mmdet - INFO - Epoch [12][3800/7330] lr: 1.000e-04, eta: 3 days, 2:05:39, time: 1.452, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1763, s0.loss_cls: 0.1596, s0.acc: 94.1709, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1994, s1.loss_cls: 0.0737, s1.acc: 94.5966, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0931, s2.loss_cls: 0.0375, s2.acc: 94.4554, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0435, loss: 1.0842 2022-05-13 15:31:07,573 - mmdet - INFO - Epoch [12][3850/7330] lr: 1.000e-04, eta: 3 days, 2:04:22, time: 1.470, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1640, s0.acc: 94.0735, s0.loss_bbox: 0.0932, s0.loss_mask: 0.1983, s1.loss_cls: 0.0757, s1.acc: 94.5147, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0936, s2.loss_cls: 0.0384, s2.acc: 94.3679, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0444, loss: 1.0990 2022-05-13 15:32:20,622 - mmdet - INFO - Epoch [12][3900/7330] lr: 1.000e-04, eta: 3 days, 2:03:05, time: 1.461, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1735, s0.loss_cls: 0.1685, s0.acc: 94.0190, s0.loss_bbox: 0.0935, s0.loss_mask: 0.1977, s1.loss_cls: 0.0793, s1.acc: 94.4094, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0929, s2.loss_cls: 0.0402, s2.acc: 94.2597, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0437, loss: 1.1041 2022-05-13 15:33:34,210 - mmdet - INFO - Epoch [12][3950/7330] lr: 1.000e-04, eta: 3 days, 2:01:50, time: 1.471, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1808, s0.loss_cls: 0.1575, s0.acc: 94.3804, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1959, s1.loss_cls: 0.0730, s1.acc: 94.8478, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0920, s2.loss_cls: 0.0369, s2.acc: 94.6180, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0434, loss: 1.0775 2022-05-13 15:34:47,583 - mmdet - INFO - Epoch [12][4000/7330] lr: 1.000e-04, eta: 3 days, 2:00:33, time: 1.468, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1765, s0.loss_cls: 0.1609, s0.acc: 94.3267, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1951, s1.loss_cls: 0.0733, s1.acc: 94.8644, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0914, s2.loss_cls: 0.0371, s2.acc: 94.6510, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0427, loss: 1.0822 2022-05-13 15:36:00,432 - mmdet - INFO - Epoch [12][4050/7330] lr: 1.000e-04, eta: 3 days, 1:59:16, time: 1.457, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1886, s0.loss_cls: 0.1678, s0.acc: 93.8999, s0.loss_bbox: 0.0957, s0.loss_mask: 0.2034, s1.loss_cls: 0.0788, s1.acc: 94.3165, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0957, s2.loss_cls: 0.0393, s2.acc: 94.2091, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0451, loss: 1.1314 2022-05-13 15:37:13,117 - mmdet - INFO - Epoch [12][4100/7330] lr: 1.000e-04, eta: 3 days, 1:57:58, time: 1.453, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1758, s0.loss_cls: 0.1524, s0.acc: 94.5159, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1990, s1.loss_cls: 0.0705, s1.acc: 94.9524, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0941, s2.loss_cls: 0.0365, s2.acc: 94.6966, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0440, loss: 1.0723 2022-05-13 15:38:25,578 - mmdet - INFO - Epoch [12][4150/7330] lr: 1.000e-04, eta: 3 days, 1:56:40, time: 1.450, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1834, s0.loss_cls: 0.1541, s0.acc: 94.4951, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1976, s1.loss_cls: 0.0708, s1.acc: 95.0044, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0932, s2.loss_cls: 0.0357, s2.acc: 94.8178, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0438, loss: 1.0724 2022-05-13 15:39:39,319 - mmdet - INFO - Epoch [12][4200/7330] lr: 1.000e-04, eta: 3 days, 1:55:24, time: 1.475, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1798, s0.loss_cls: 0.1614, s0.acc: 94.0789, s0.loss_bbox: 0.0960, s0.loss_mask: 0.2024, s1.loss_cls: 0.0758, s1.acc: 94.5355, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0947, s2.loss_cls: 0.0387, s2.acc: 94.2175, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0446, loss: 1.1164 2022-05-13 15:40:52,076 - mmdet - INFO - Epoch [12][4250/7330] lr: 1.000e-04, eta: 3 days, 1:54:07, time: 1.455, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1800, s0.loss_cls: 0.1565, s0.acc: 94.1865, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1961, s1.loss_cls: 0.0730, s1.acc: 94.6497, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0915, s2.loss_cls: 0.0368, s2.acc: 94.5237, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0431, loss: 1.0828 2022-05-13 15:42:05,054 - mmdet - INFO - Epoch [12][4300/7330] lr: 1.000e-04, eta: 3 days, 1:52:50, time: 1.460, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1627, s0.acc: 94.0500, s0.loss_bbox: 0.0958, s0.loss_mask: 0.1977, s1.loss_cls: 0.0761, s1.acc: 94.5458, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0932, s2.loss_cls: 0.0381, s2.acc: 94.4216, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0438, loss: 1.0948 2022-05-13 15:43:18,501 - mmdet - INFO - Epoch [12][4350/7330] lr: 1.000e-04, eta: 3 days, 1:51:33, time: 1.469, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1886, s0.loss_cls: 0.1465, s0.acc: 94.6143, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1915, s1.loss_cls: 0.0673, s1.acc: 95.0920, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0905, s2.loss_cls: 0.0345, s2.acc: 94.8672, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0429, loss: 1.0574 2022-05-13 15:44:29,936 - mmdet - INFO - Epoch [12][4400/7330] lr: 1.000e-04, eta: 3 days, 1:50:13, time: 1.429, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1495, s0.acc: 94.4849, s0.loss_bbox: 0.0909, s0.loss_mask: 0.2018, s1.loss_cls: 0.0692, s1.acc: 94.8407, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0947, s2.loss_cls: 0.0347, s2.acc: 94.6632, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0447, loss: 1.0723 2022-05-13 15:45:41,867 - mmdet - INFO - Epoch [12][4450/7330] lr: 1.000e-04, eta: 3 days, 1:48:54, time: 1.438, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1516, s0.acc: 94.4495, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1986, s1.loss_cls: 0.0701, s1.acc: 94.8513, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0935, s2.loss_cls: 0.0357, s2.acc: 94.6906, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0439, loss: 1.0672 2022-05-13 15:46:54,091 - mmdet - INFO - Epoch [12][4500/7330] lr: 1.000e-04, eta: 3 days, 1:47:35, time: 1.445, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1822, s0.loss_cls: 0.1561, s0.acc: 94.3955, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1993, s1.loss_cls: 0.0715, s1.acc: 94.7811, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0935, s2.loss_cls: 0.0364, s2.acc: 94.6394, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0441, loss: 1.0831 2022-05-13 15:48:06,599 - mmdet - INFO - Epoch [12][4550/7330] lr: 1.000e-04, eta: 3 days, 1:46:17, time: 1.450, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1842, s0.loss_cls: 0.1480, s0.acc: 94.6160, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1943, s1.loss_cls: 0.0685, s1.acc: 94.9926, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0903, s2.loss_cls: 0.0347, s2.acc: 94.9858, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0425, loss: 1.0452 2022-05-13 15:49:19,871 - mmdet - INFO - Epoch [12][4600/7330] lr: 1.000e-04, eta: 3 days, 1:45:00, time: 1.465, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1773, s0.loss_cls: 0.1527, s0.acc: 94.4602, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1970, s1.loss_cls: 0.0713, s1.acc: 94.8869, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0924, s2.loss_cls: 0.0361, s2.acc: 94.6376, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0436, loss: 1.0706 2022-05-13 15:50:32,839 - mmdet - INFO - Epoch [12][4650/7330] lr: 1.000e-04, eta: 3 days, 1:43:43, time: 1.459, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1775, s0.loss_cls: 0.1475, s0.acc: 94.6638, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1928, s1.loss_cls: 0.0686, s1.acc: 95.0854, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0903, s2.loss_cls: 0.0346, s2.acc: 94.9215, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0426, loss: 1.0400 2022-05-13 15:51:45,584 - mmdet - INFO - Epoch [12][4700/7330] lr: 1.000e-04, eta: 3 days, 1:42:26, time: 1.455, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1810, s0.loss_cls: 0.1465, s0.acc: 94.6697, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1879, s1.loss_cls: 0.0671, s1.acc: 95.1386, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0884, s2.loss_cls: 0.0347, s2.acc: 94.8343, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0412, loss: 1.0391 2022-05-13 15:52:57,912 - mmdet - INFO - Epoch [12][4750/7330] lr: 1.000e-04, eta: 3 days, 1:41:07, time: 1.447, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1842, s0.loss_cls: 0.1626, s0.acc: 94.1099, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1978, s1.loss_cls: 0.0759, s1.acc: 94.4076, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0920, s2.loss_cls: 0.0384, s2.acc: 94.2941, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0433, loss: 1.1044 2022-05-13 15:54:10,765 - mmdet - INFO - Epoch [12][4800/7330] lr: 1.000e-04, eta: 3 days, 1:39:50, time: 1.457, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1797, s0.loss_cls: 0.1464, s0.acc: 94.6323, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1951, s1.loss_cls: 0.0671, s1.acc: 95.0684, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0917, s2.loss_cls: 0.0345, s2.acc: 94.9066, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0433, loss: 1.0490 2022-05-13 15:55:24,127 - mmdet - INFO - Epoch [12][4850/7330] lr: 1.000e-04, eta: 3 days, 1:38:34, time: 1.467, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1815, s0.loss_cls: 0.1570, s0.acc: 94.3093, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1968, s1.loss_cls: 0.0725, s1.acc: 94.7703, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0924, s2.loss_cls: 0.0368, s2.acc: 94.5699, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0434, loss: 1.0817 2022-05-13 15:56:37,085 - mmdet - INFO - Epoch [12][4900/7330] lr: 1.000e-04, eta: 3 days, 1:37:17, time: 1.459, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1748, s0.loss_cls: 0.1605, s0.acc: 94.2339, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1937, s1.loss_cls: 0.0740, s1.acc: 94.6493, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0921, s2.loss_cls: 0.0376, s2.acc: 94.4986, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0436, loss: 1.0794 2022-05-13 15:57:49,850 - mmdet - INFO - Epoch [12][4950/7330] lr: 1.000e-04, eta: 3 days, 1:35:59, time: 1.455, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1831, s0.loss_cls: 0.1687, s0.acc: 93.8989, s0.loss_bbox: 0.0990, s0.loss_mask: 0.2022, s1.loss_cls: 0.0789, s1.acc: 94.2913, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0942, s2.loss_cls: 0.0400, s2.acc: 94.1316, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0442, loss: 1.1308 2022-05-13 15:59:01,748 - mmdet - INFO - Epoch [12][5000/7330] lr: 1.000e-04, eta: 3 days, 1:34:40, time: 1.438, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1797, s0.loss_cls: 0.1653, s0.acc: 93.9453, s0.loss_bbox: 0.0972, s0.loss_mask: 0.1979, s1.loss_cls: 0.0766, s1.acc: 94.4230, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0932, s2.loss_cls: 0.0391, s2.acc: 94.2354, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0437, loss: 1.1133 2022-05-13 16:00:14,075 - mmdet - INFO - Epoch [12][5050/7330] lr: 1.000e-04, eta: 3 days, 1:33:21, time: 1.447, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1702, s0.acc: 93.8779, s0.loss_bbox: 0.0958, s0.loss_mask: 0.2034, s1.loss_cls: 0.0776, s1.acc: 94.4246, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0954, s2.loss_cls: 0.0399, s2.acc: 94.1945, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0449, loss: 1.1266 2022-05-13 16:01:27,097 - mmdet - INFO - Epoch [12][5100/7330] lr: 1.000e-04, eta: 3 days, 1:32:04, time: 1.460, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1766, s0.loss_cls: 0.1615, s0.acc: 94.1357, s0.loss_bbox: 0.0957, s0.loss_mask: 0.2014, s1.loss_cls: 0.0749, s1.acc: 94.6470, s1.loss_bbox: 0.1054, s1.loss_mask: 0.0946, s2.loss_cls: 0.0381, s2.acc: 94.3955, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0446, loss: 1.1085 2022-05-13 16:02:40,046 - mmdet - INFO - Epoch [12][5150/7330] lr: 1.000e-04, eta: 3 days, 1:30:47, time: 1.459, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1715, s0.loss_cls: 0.1615, s0.acc: 94.1714, s0.loss_bbox: 0.0955, s0.loss_mask: 0.1991, s1.loss_cls: 0.0739, s1.acc: 94.6877, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0935, s2.loss_cls: 0.0377, s2.acc: 94.4573, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0439, loss: 1.0937 2022-05-13 16:03:54,379 - mmdet - INFO - Epoch [12][5200/7330] lr: 1.000e-04, eta: 3 days, 1:29:33, time: 1.487, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1758, s0.loss_cls: 0.1638, s0.acc: 94.1335, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1959, s1.loss_cls: 0.0747, s1.acc: 94.6356, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0920, s2.loss_cls: 0.0379, s2.acc: 94.4069, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0432, loss: 1.0869 2022-05-13 16:05:06,716 - mmdet - INFO - Epoch [12][5250/7330] lr: 1.000e-04, eta: 3 days, 1:28:15, time: 1.446, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1750, s0.loss_cls: 0.1610, s0.acc: 94.1873, s0.loss_bbox: 0.0952, s0.loss_mask: 0.2017, s1.loss_cls: 0.0755, s1.acc: 94.6600, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0951, s2.loss_cls: 0.0380, s2.acc: 94.4733, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0447, loss: 1.1032 2022-05-13 16:06:19,232 - mmdet - INFO - Epoch [12][5300/7330] lr: 1.000e-04, eta: 3 days, 1:26:57, time: 1.451, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1808, s0.loss_cls: 0.1614, s0.acc: 94.2527, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1952, s1.loss_cls: 0.0746, s1.acc: 94.6821, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0923, s2.loss_cls: 0.0372, s2.acc: 94.5399, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0437, loss: 1.0841 2022-05-13 16:07:31,648 - mmdet - INFO - Epoch [12][5350/7330] lr: 1.000e-04, eta: 3 days, 1:25:39, time: 1.449, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1829, s0.loss_cls: 0.1640, s0.acc: 94.1492, s0.loss_bbox: 0.0952, s0.loss_mask: 0.1967, s1.loss_cls: 0.0753, s1.acc: 94.6454, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0930, s2.loss_cls: 0.0378, s2.acc: 94.4954, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0440, loss: 1.1125 2022-05-13 16:08:44,489 - mmdet - INFO - Epoch [12][5400/7330] lr: 1.000e-04, eta: 3 days, 1:24:21, time: 1.457, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1721, s0.loss_cls: 0.1569, s0.acc: 94.4216, s0.loss_bbox: 0.0954, s0.loss_mask: 0.2013, s1.loss_cls: 0.0724, s1.acc: 94.8982, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0946, s2.loss_cls: 0.0367, s2.acc: 94.6540, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0447, loss: 1.0913 2022-05-13 16:09:56,885 - mmdet - INFO - Epoch [12][5450/7330] lr: 1.000e-04, eta: 3 days, 1:23:03, time: 1.448, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1583, s0.acc: 94.2795, s0.loss_bbox: 0.0898, s0.loss_mask: 0.2007, s1.loss_cls: 0.0729, s1.acc: 94.7471, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0953, s2.loss_cls: 0.0375, s2.acc: 94.5423, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0452, loss: 1.0806 2022-05-13 16:11:09,760 - mmdet - INFO - Epoch [12][5500/7330] lr: 1.000e-04, eta: 3 days, 1:21:46, time: 1.457, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1749, s0.loss_cls: 0.1544, s0.acc: 94.3425, s0.loss_bbox: 0.0934, s0.loss_mask: 0.2036, s1.loss_cls: 0.0715, s1.acc: 94.7652, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0959, s2.loss_cls: 0.0362, s2.acc: 94.5872, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0453, loss: 1.0920 2022-05-13 16:12:22,163 - mmdet - INFO - Epoch [12][5550/7330] lr: 1.000e-04, eta: 3 days, 1:20:28, time: 1.449, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1683, s0.loss_cls: 0.1440, s0.acc: 94.7361, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1869, s1.loss_cls: 0.0671, s1.acc: 95.1340, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0886, s2.loss_cls: 0.0338, s2.acc: 95.1017, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0416, loss: 1.0160 2022-05-13 16:13:35,022 - mmdet - INFO - Epoch [12][5600/7330] lr: 1.000e-04, eta: 3 days, 1:19:10, time: 1.455, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1825, s0.loss_cls: 0.1518, s0.acc: 94.4583, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1992, s1.loss_cls: 0.0703, s1.acc: 94.9100, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0936, s2.loss_cls: 0.0352, s2.acc: 94.8292, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0437, loss: 1.0795 2022-05-13 16:14:47,309 - mmdet - INFO - Epoch [12][5650/7330] lr: 1.000e-04, eta: 3 days, 1:17:52, time: 1.448, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1769, s0.loss_cls: 0.1424, s0.acc: 94.7854, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1941, s1.loss_cls: 0.0648, s1.acc: 95.2314, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0912, s2.loss_cls: 0.0333, s2.acc: 95.0118, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0430, loss: 1.0263 2022-05-13 16:15:59,974 - mmdet - INFO - Epoch [12][5700/7330] lr: 1.000e-04, eta: 3 days, 1:16:34, time: 1.453, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1729, s0.loss_cls: 0.1414, s0.acc: 94.8914, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1920, s1.loss_cls: 0.0664, s1.acc: 95.2163, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0910, s2.loss_cls: 0.0339, s2.acc: 95.0082, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0429, loss: 1.0183 2022-05-13 16:17:14,336 - mmdet - INFO - Epoch [12][5750/7330] lr: 1.000e-04, eta: 3 days, 1:15:20, time: 1.488, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1786, s0.loss_cls: 0.1442, s0.acc: 94.8042, s0.loss_bbox: 0.0867, s0.loss_mask: 0.2016, s1.loss_cls: 0.0681, s1.acc: 95.1833, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0954, s2.loss_cls: 0.0348, s2.acc: 95.0280, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0452, loss: 1.0549 2022-05-13 16:18:27,663 - mmdet - INFO - Epoch [12][5800/7330] lr: 1.000e-04, eta: 3 days, 1:14:04, time: 1.465, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1523, s0.acc: 94.4663, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1906, s1.loss_cls: 0.0702, s1.acc: 94.9200, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0899, s2.loss_cls: 0.0358, s2.acc: 94.7457, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0424, loss: 1.0421 2022-05-13 16:19:40,105 - mmdet - INFO - Epoch [12][5850/7330] lr: 1.000e-04, eta: 3 days, 1:12:46, time: 1.451, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1677, s0.loss_cls: 0.1530, s0.acc: 94.4685, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1913, s1.loss_cls: 0.0710, s1.acc: 94.9270, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0898, s2.loss_cls: 0.0363, s2.acc: 94.7419, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0424, loss: 1.0446 2022-05-13 16:20:53,393 - mmdet - INFO - Epoch [12][5900/7330] lr: 1.000e-04, eta: 3 days, 1:11:30, time: 1.466, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1722, s0.loss_cls: 0.1594, s0.acc: 94.1201, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1936, s1.loss_cls: 0.0740, s1.acc: 94.6123, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0920, s2.loss_cls: 0.0379, s2.acc: 94.5029, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0434, loss: 1.0767 2022-05-13 16:22:08,023 - mmdet - INFO - Epoch [12][5950/7330] lr: 1.000e-04, eta: 3 days, 1:10:16, time: 1.493, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1735, s0.loss_cls: 0.1687, s0.acc: 94.0115, s0.loss_bbox: 0.0957, s0.loss_mask: 0.1945, s1.loss_cls: 0.0777, s1.acc: 94.5178, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0912, s2.loss_cls: 0.0393, s2.acc: 94.4105, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0427, loss: 1.1007 2022-05-13 16:23:21,761 - mmdet - INFO - Epoch [12][6000/7330] lr: 1.000e-04, eta: 3 days, 1:09:01, time: 1.475, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1533, s0.acc: 94.3599, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1982, s1.loss_cls: 0.0715, s1.acc: 94.7159, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0929, s2.loss_cls: 0.0363, s2.acc: 94.4141, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0433, loss: 1.0714 2022-05-13 16:24:34,335 - mmdet - INFO - Epoch [12][6050/7330] lr: 1.000e-04, eta: 3 days, 1:07:43, time: 1.451, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1691, s0.loss_cls: 0.1458, s0.acc: 94.6843, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1942, s1.loss_cls: 0.0666, s1.acc: 95.2171, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0912, s2.loss_cls: 0.0342, s2.acc: 94.9507, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0427, loss: 1.0379 2022-05-13 16:25:47,843 - mmdet - INFO - Epoch [12][6100/7330] lr: 1.000e-04, eta: 3 days, 1:06:27, time: 1.470, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1436, s0.acc: 94.7078, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1982, s1.loss_cls: 0.0661, s1.acc: 95.2119, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0929, s2.loss_cls: 0.0335, s2.acc: 94.9836, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0438, loss: 1.0444 2022-05-13 16:27:00,094 - mmdet - INFO - Epoch [12][6150/7330] lr: 1.000e-04, eta: 3 days, 1:05:09, time: 1.445, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1675, s0.loss_cls: 0.1490, s0.acc: 94.5955, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1986, s1.loss_cls: 0.0685, s1.acc: 95.0171, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0929, s2.loss_cls: 0.0349, s2.acc: 94.8105, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0434, loss: 1.0488 2022-05-13 16:28:12,245 - mmdet - INFO - Epoch [12][6200/7330] lr: 1.000e-04, eta: 3 days, 1:03:50, time: 1.443, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1536, s0.acc: 94.4077, s0.loss_bbox: 0.0897, s0.loss_mask: 0.2004, s1.loss_cls: 0.0716, s1.acc: 94.8463, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0942, s2.loss_cls: 0.0363, s2.acc: 94.7080, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0446, loss: 1.0732 2022-05-13 16:29:24,219 - mmdet - INFO - Epoch [12][6250/7330] lr: 1.000e-04, eta: 3 days, 1:02:31, time: 1.439, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1718, s0.loss_cls: 0.1451, s0.acc: 94.6851, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1968, s1.loss_cls: 0.0674, s1.acc: 95.1482, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0925, s2.loss_cls: 0.0347, s2.acc: 94.8995, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0436, loss: 1.0369 2022-05-13 16:30:37,933 - mmdet - INFO - Epoch [12][6300/7330] lr: 1.000e-04, eta: 3 days, 1:01:15, time: 1.474, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1771, s0.loss_cls: 0.1574, s0.acc: 94.2568, s0.loss_bbox: 0.0944, s0.loss_mask: 0.1991, s1.loss_cls: 0.0739, s1.acc: 94.6130, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0934, s2.loss_cls: 0.0372, s2.acc: 94.4989, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0442, loss: 1.0924 2022-05-13 16:31:51,041 - mmdet - INFO - Epoch [12][6350/7330] lr: 1.000e-04, eta: 3 days, 0:59:59, time: 1.462, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1649, s0.acc: 93.9385, s0.loss_bbox: 0.0963, s0.loss_mask: 0.2018, s1.loss_cls: 0.0767, s1.acc: 94.3714, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0952, s2.loss_cls: 0.0389, s2.acc: 94.2084, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0445, loss: 1.1145 2022-05-13 16:33:04,075 - mmdet - INFO - Epoch [12][6400/7330] lr: 1.000e-04, eta: 3 days, 0:58:42, time: 1.461, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1821, s0.loss_cls: 0.1508, s0.acc: 94.5610, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1973, s1.loss_cls: 0.0712, s1.acc: 94.9109, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0926, s2.loss_cls: 0.0371, s2.acc: 94.5016, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0434, loss: 1.0719 2022-05-13 16:34:16,564 - mmdet - INFO - Epoch [12][6450/7330] lr: 1.000e-04, eta: 3 days, 0:57:24, time: 1.450, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1822, s0.loss_cls: 0.1497, s0.acc: 94.5212, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1985, s1.loss_cls: 0.0685, s1.acc: 94.9795, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0934, s2.loss_cls: 0.0347, s2.acc: 94.8520, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0439, loss: 1.0612 2022-05-13 16:35:29,925 - mmdet - INFO - Epoch [12][6500/7330] lr: 1.000e-04, eta: 3 days, 0:56:08, time: 1.467, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1887, s0.loss_cls: 0.1520, s0.acc: 94.4551, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1892, s1.loss_cls: 0.0694, s1.acc: 94.9341, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0894, s2.loss_cls: 0.0353, s2.acc: 94.6667, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0422, loss: 1.0582 2022-05-13 16:36:43,345 - mmdet - INFO - Epoch [12][6550/7330] lr: 1.000e-04, eta: 3 days, 0:54:52, time: 1.469, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1655, s0.acc: 93.9443, s0.loss_bbox: 0.0975, s0.loss_mask: 0.2022, s1.loss_cls: 0.0774, s1.acc: 94.3612, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0940, s2.loss_cls: 0.0390, s2.acc: 94.2027, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0441, loss: 1.1154 2022-05-13 16:37:56,402 - mmdet - INFO - Epoch [12][6600/7330] lr: 1.000e-04, eta: 3 days, 0:53:35, time: 1.461, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1785, s0.loss_cls: 0.1644, s0.acc: 94.0107, s0.loss_bbox: 0.0961, s0.loss_mask: 0.1989, s1.loss_cls: 0.0767, s1.acc: 94.4717, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0927, s2.loss_cls: 0.0389, s2.acc: 94.2549, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0437, loss: 1.1125 2022-05-13 16:39:09,920 - mmdet - INFO - Epoch [12][6650/7330] lr: 1.000e-04, eta: 3 days, 0:52:19, time: 1.470, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1786, s0.loss_cls: 0.1601, s0.acc: 94.1975, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1978, s1.loss_cls: 0.0752, s1.acc: 94.5975, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0927, s2.loss_cls: 0.0380, s2.acc: 94.4931, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0436, loss: 1.0918 2022-05-13 16:40:23,669 - mmdet - INFO - Epoch [12][6700/7330] lr: 1.000e-04, eta: 3 days, 0:51:04, time: 1.473, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1789, s0.loss_cls: 0.1551, s0.acc: 94.2805, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1953, s1.loss_cls: 0.0716, s1.acc: 94.7129, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0916, s2.loss_cls: 0.0368, s2.acc: 94.4883, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0432, loss: 1.0755 2022-05-13 16:41:37,945 - mmdet - INFO - Epoch [12][6750/7330] lr: 1.000e-04, eta: 3 days, 0:49:50, time: 1.488, data_time: 0.023, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1556, s0.acc: 94.4441, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1951, s1.loss_cls: 0.0724, s1.acc: 94.7790, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0924, s2.loss_cls: 0.0368, s2.acc: 94.4940, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0437, loss: 1.0633 2022-05-13 16:42:51,432 - mmdet - INFO - Epoch [12][6800/7330] lr: 1.000e-04, eta: 3 days, 0:48:34, time: 1.469, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1861, s0.loss_cls: 0.1589, s0.acc: 94.2573, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1944, s1.loss_cls: 0.0744, s1.acc: 94.5797, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0923, s2.loss_cls: 0.0377, s2.acc: 94.3674, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0434, loss: 1.0936 2022-05-13 16:44:03,460 - mmdet - INFO - Epoch [12][6850/7330] lr: 1.000e-04, eta: 3 days, 0:47:15, time: 1.441, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1698, s0.loss_cls: 0.1495, s0.acc: 94.4541, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1893, s1.loss_cls: 0.0696, s1.acc: 94.9234, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0894, s2.loss_cls: 0.0356, s2.acc: 94.7336, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0422, loss: 1.0343 2022-05-13 16:45:17,241 - mmdet - INFO - Epoch [12][6900/7330] lr: 1.000e-04, eta: 3 days, 0:46:00, time: 1.476, data_time: 0.010, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1807, s0.loss_cls: 0.1634, s0.acc: 94.0886, s0.loss_bbox: 0.0930, s0.loss_mask: 0.2012, s1.loss_cls: 0.0762, s1.acc: 94.4423, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0942, s2.loss_cls: 0.0382, s2.acc: 94.3596, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0439, loss: 1.1042 2022-05-13 16:46:30,659 - mmdet - INFO - Epoch [12][6950/7330] lr: 1.000e-04, eta: 3 days, 0:44:44, time: 1.468, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1786, s0.loss_cls: 0.1648, s0.acc: 93.9756, s0.loss_bbox: 0.0962, s0.loss_mask: 0.1993, s1.loss_cls: 0.0763, s1.acc: 94.4007, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0934, s2.loss_cls: 0.0385, s2.acc: 94.3067, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0439, loss: 1.1140 2022-05-13 16:47:44,183 - mmdet - INFO - Epoch [12][7000/7330] lr: 1.000e-04, eta: 3 days, 0:43:28, time: 1.471, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1751, s0.loss_cls: 0.1536, s0.acc: 94.4507, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1936, s1.loss_cls: 0.0722, s1.acc: 94.7779, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0907, s2.loss_cls: 0.0364, s2.acc: 94.5840, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0429, loss: 1.0607 2022-05-13 16:48:56,061 - mmdet - INFO - Epoch [12][7050/7330] lr: 1.000e-04, eta: 3 days, 0:42:09, time: 1.438, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1564, s0.acc: 94.2627, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1973, s1.loss_cls: 0.0727, s1.acc: 94.6784, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0933, s2.loss_cls: 0.0367, s2.acc: 94.4674, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0437, loss: 1.0738 2022-05-13 16:50:09,552 - mmdet - INFO - Epoch [12][7100/7330] lr: 1.000e-04, eta: 3 days, 0:40:53, time: 1.470, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1785, s0.loss_cls: 0.1559, s0.acc: 94.4604, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1939, s1.loss_cls: 0.0711, s1.acc: 94.9381, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0918, s2.loss_cls: 0.0363, s2.acc: 94.7672, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0427, loss: 1.0736 2022-05-13 16:51:22,395 - mmdet - INFO - Epoch [12][7150/7330] lr: 1.000e-04, eta: 3 days, 0:39:36, time: 1.457, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1790, s0.loss_cls: 0.1550, s0.acc: 94.4065, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1967, s1.loss_cls: 0.0730, s1.acc: 94.7648, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0922, s2.loss_cls: 0.0369, s2.acc: 94.6701, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0431, loss: 1.0691 2022-05-13 16:52:36,206 - mmdet - INFO - Epoch [12][7200/7330] lr: 1.000e-04, eta: 3 days, 0:38:21, time: 1.476, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1750, s0.loss_cls: 0.1634, s0.acc: 94.0916, s0.loss_bbox: 0.0951, s0.loss_mask: 0.1995, s1.loss_cls: 0.0760, s1.acc: 94.5456, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0931, s2.loss_cls: 0.0383, s2.acc: 94.3468, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0439, loss: 1.0999 2022-05-13 16:53:49,089 - mmdet - INFO - Epoch [12][7250/7330] lr: 1.000e-04, eta: 3 days, 0:37:04, time: 1.458, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1726, s0.loss_cls: 0.1606, s0.acc: 94.2991, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1970, s1.loss_cls: 0.0735, s1.acc: 94.7844, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0929, s2.loss_cls: 0.0369, s2.acc: 94.7165, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0439, loss: 1.0804 2022-05-13 16:55:02,307 - mmdet - INFO - Epoch [12][7300/7330] lr: 1.000e-04, eta: 3 days, 0:35:47, time: 1.464, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1723, s0.loss_cls: 0.1668, s0.acc: 93.9265, s0.loss_bbox: 0.0980, s0.loss_mask: 0.2027, s1.loss_cls: 0.0782, s1.acc: 94.4005, s1.loss_bbox: 0.1056, s1.loss_mask: 0.0954, s2.loss_cls: 0.0398, s2.acc: 94.1032, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0451, loss: 1.1212 2022-05-13 16:56:02,408 - mmdet - INFO - Saving checkpoint at 12 epochs 2022-05-13 17:01:09,672 - mmdet - INFO - Evaluating bbox... 2022-05-13 17:01:56,693 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.553 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.742 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.611 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.401 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.594 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.686 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.723 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.723 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.723 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.765 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.851 2022-05-13 17:01:56,701 - mmdet - INFO - Evaluating segm... 2022-05-13 17:02:50,367 - 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 ] = 0.723 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.528 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.298 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.519 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.666 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.465 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.670 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.772 2022-05-13 17:02:51,525 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-13 17:02:51,527 - mmdet - INFO - Epoch(val) [12][313] bbox_mAP: 0.5530, bbox_mAP_50: 0.7420, bbox_mAP_75: 0.6110, bbox_mAP_s: 0.4010, bbox_mAP_m: 0.5940, bbox_mAP_l: 0.6860, bbox_mAP_copypaste: 0.553 0.742 0.611 0.401 0.594 0.686, segm_mAP: 0.4840, segm_mAP_50: 0.7230, segm_mAP_75: 0.5280, segm_mAP_s: 0.2980, segm_mAP_m: 0.5190, segm_mAP_l: 0.6660, segm_mAP_copypaste: 0.484 0.723 0.528 0.298 0.519 0.666 2022-05-13 17:08:33,157 - mmdet - INFO - Epoch [13][50/7330] lr: 1.000e-04, eta: 3 days, 0:41:14, time: 6.831, data_time: 5.375, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1684, s0.loss_cls: 0.1543, s0.acc: 94.3572, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1913, s1.loss_cls: 0.0717, s1.acc: 94.8204, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0901, s2.loss_cls: 0.0354, s2.acc: 94.7968, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0426, loss: 1.0481 2022-05-13 17:09:45,748 - mmdet - INFO - Epoch [13][100/7330] lr: 1.000e-04, eta: 3 days, 0:39:56, time: 1.451, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1630, s0.loss_cls: 0.1556, s0.acc: 94.3337, s0.loss_bbox: 0.0932, s0.loss_mask: 0.1979, s1.loss_cls: 0.0724, s1.acc: 94.7984, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0919, s2.loss_cls: 0.0368, s2.acc: 94.6259, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0429, loss: 1.0605 2022-05-13 17:10:58,764 - mmdet - INFO - Epoch [13][150/7330] lr: 1.000e-04, eta: 3 days, 0:38:38, time: 1.460, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1595, s0.loss_cls: 0.1491, s0.acc: 94.4585, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1903, s1.loss_cls: 0.0692, s1.acc: 94.9117, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0899, s2.loss_cls: 0.0351, s2.acc: 94.7938, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0425, loss: 1.0373 2022-05-13 17:12:11,143 - mmdet - INFO - Epoch [13][200/7330] lr: 1.000e-04, eta: 3 days, 0:37:20, time: 1.448, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1708, s0.loss_cls: 0.1463, s0.acc: 94.5808, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1936, s1.loss_cls: 0.0662, s1.acc: 94.9916, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0915, s2.loss_cls: 0.0342, s2.acc: 94.7965, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0431, loss: 1.0399 2022-05-13 17:13:23,793 - mmdet - INFO - Epoch [13][250/7330] lr: 1.000e-04, eta: 3 days, 0:36:02, time: 1.453, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1744, s0.loss_cls: 0.1577, s0.acc: 94.1924, s0.loss_bbox: 0.0962, s0.loss_mask: 0.2025, s1.loss_cls: 0.0740, s1.acc: 94.5924, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0949, s2.loss_cls: 0.0375, s2.acc: 94.3511, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0444, loss: 1.1040 2022-05-13 17:14:35,765 - mmdet - INFO - Epoch [13][300/7330] lr: 1.000e-04, eta: 3 days, 0:34:43, time: 1.439, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1710, s0.loss_cls: 0.1503, s0.acc: 94.4448, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1951, s1.loss_cls: 0.0697, s1.acc: 94.9146, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0912, s2.loss_cls: 0.0355, s2.acc: 94.8145, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0433, loss: 1.0537 2022-05-13 17:15:48,618 - mmdet - INFO - Epoch [13][350/7330] lr: 1.000e-04, eta: 3 days, 0:33:26, time: 1.457, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1792, s0.loss_cls: 0.1648, s0.acc: 94.0186, s0.loss_bbox: 0.0939, s0.loss_mask: 0.1964, s1.loss_cls: 0.0763, s1.acc: 94.5273, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0921, s2.loss_cls: 0.0385, s2.acc: 94.4206, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0433, loss: 1.1023 2022-05-13 17:17:01,894 - mmdet - INFO - Epoch [13][400/7330] lr: 1.000e-04, eta: 3 days, 0:32:09, time: 1.465, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1729, s0.loss_cls: 0.1569, s0.acc: 94.2168, s0.loss_bbox: 0.0927, s0.loss_mask: 0.1996, s1.loss_cls: 0.0731, s1.acc: 94.6550, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0940, s2.loss_cls: 0.0371, s2.acc: 94.3780, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0446, loss: 1.0870 2022-05-13 17:18:15,275 - mmdet - INFO - Epoch [13][450/7330] lr: 1.000e-04, eta: 3 days, 0:30:53, time: 1.468, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1780, s0.loss_cls: 0.1664, s0.acc: 93.9275, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1961, s1.loss_cls: 0.0769, s1.acc: 94.4402, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0925, s2.loss_cls: 0.0388, s2.acc: 94.3198, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0434, loss: 1.1027 2022-05-13 17:19:28,534 - mmdet - INFO - Epoch [13][500/7330] lr: 1.000e-04, eta: 3 days, 0:29:36, time: 1.465, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1735, s0.loss_cls: 0.1633, s0.acc: 94.0352, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1937, s1.loss_cls: 0.0763, s1.acc: 94.5663, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0908, s2.loss_cls: 0.0389, s2.acc: 94.2112, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0427, loss: 1.0902 2022-05-13 17:20:42,046 - mmdet - INFO - Epoch [13][550/7330] lr: 1.000e-04, eta: 3 days, 0:28:20, time: 1.470, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1605, s0.acc: 94.0972, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1929, s1.loss_cls: 0.0750, s1.acc: 94.4862, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0906, s2.loss_cls: 0.0379, s2.acc: 94.3071, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0426, loss: 1.0746 2022-05-13 17:21:54,837 - mmdet - INFO - Epoch [13][600/7330] lr: 1.000e-04, eta: 3 days, 0:27:02, time: 1.456, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1808, s0.loss_cls: 0.1607, s0.acc: 94.1907, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1922, s1.loss_cls: 0.0738, s1.acc: 94.7195, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0908, s2.loss_cls: 0.0381, s2.acc: 94.3208, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0426, loss: 1.0750 2022-05-13 17:23:08,621 - mmdet - INFO - Epoch [13][650/7330] lr: 1.000e-04, eta: 3 days, 0:25:47, time: 1.476, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1755, s0.loss_cls: 0.1617, s0.acc: 94.0723, s0.loss_bbox: 0.0952, s0.loss_mask: 0.1993, s1.loss_cls: 0.0746, s1.acc: 94.5182, s1.loss_bbox: 0.1058, s1.loss_mask: 0.0935, s2.loss_cls: 0.0387, s2.acc: 94.3507, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0443, loss: 1.1024 2022-05-13 17:24:21,269 - mmdet - INFO - Epoch [13][700/7330] lr: 1.000e-04, eta: 3 days, 0:24:29, time: 1.453, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1782, s0.loss_cls: 0.1578, s0.acc: 94.1169, s0.loss_bbox: 0.0935, s0.loss_mask: 0.1947, s1.loss_cls: 0.0720, s1.acc: 94.6319, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0916, s2.loss_cls: 0.0367, s2.acc: 94.4546, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0433, loss: 1.0858 2022-05-13 17:25:34,123 - mmdet - INFO - Epoch [13][750/7330] lr: 1.000e-04, eta: 3 days, 0:23:11, time: 1.457, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1701, s0.loss_cls: 0.1612, s0.acc: 94.1453, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1961, s1.loss_cls: 0.0736, s1.acc: 94.6768, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0930, s2.loss_cls: 0.0378, s2.acc: 94.3604, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0439, loss: 1.0887 2022-05-13 17:26:46,419 - mmdet - INFO - Epoch [13][800/7330] lr: 1.000e-04, eta: 3 days, 0:21:53, time: 1.446, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1618, s0.acc: 94.1396, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1993, s1.loss_cls: 0.0752, s1.acc: 94.5922, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0930, s2.loss_cls: 0.0379, s2.acc: 94.3641, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0440, loss: 1.0942 2022-05-13 17:27:59,463 - mmdet - INFO - Epoch [13][850/7330] lr: 1.000e-04, eta: 3 days, 0:20:36, time: 1.461, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1845, s0.loss_cls: 0.1518, s0.acc: 94.3008, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1973, s1.loss_cls: 0.0700, s1.acc: 94.8764, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0923, s2.loss_cls: 0.0359, s2.acc: 94.5758, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0433, loss: 1.0714 2022-05-13 17:29:12,436 - mmdet - INFO - Epoch [13][900/7330] lr: 1.000e-04, eta: 3 days, 0:19:19, time: 1.459, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1827, s0.loss_cls: 0.1606, s0.acc: 94.1189, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1997, s1.loss_cls: 0.0752, s1.acc: 94.5740, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0936, s2.loss_cls: 0.0378, s2.acc: 94.3779, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0439, loss: 1.0979 2022-05-13 17:30:25,303 - mmdet - INFO - Epoch [13][950/7330] lr: 1.000e-04, eta: 3 days, 0:18:01, time: 1.457, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1740, s0.loss_cls: 0.1675, s0.acc: 93.9607, s0.loss_bbox: 0.0961, s0.loss_mask: 0.1983, s1.loss_cls: 0.0783, s1.acc: 94.2941, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0930, s2.loss_cls: 0.0399, s2.acc: 94.0559, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0439, loss: 1.1133 2022-05-13 17:31:38,356 - mmdet - INFO - Epoch [13][1000/7330] lr: 1.000e-04, eta: 3 days, 0:16:44, time: 1.461, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1557, s0.acc: 94.2812, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1918, s1.loss_cls: 0.0716, s1.acc: 94.7910, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0897, s2.loss_cls: 0.0363, s2.acc: 94.6324, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0422, loss: 1.0615 2022-05-13 17:32:51,757 - mmdet - INFO - Epoch [13][1050/7330] lr: 1.000e-04, eta: 3 days, 0:15:28, time: 1.468, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1675, s0.loss_cls: 0.1476, s0.acc: 94.5483, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1902, s1.loss_cls: 0.0670, s1.acc: 95.0748, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0894, s2.loss_cls: 0.0344, s2.acc: 94.8790, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0421, loss: 1.0323 2022-05-13 17:34:04,206 - mmdet - INFO - Epoch [13][1100/7330] lr: 1.000e-04, eta: 3 days, 0:14:10, time: 1.449, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1680, s0.loss_cls: 0.1555, s0.acc: 94.1560, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1940, s1.loss_cls: 0.0730, s1.acc: 94.5812, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0914, s2.loss_cls: 0.0370, s2.acc: 94.3824, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0430, loss: 1.0646 2022-05-13 17:35:16,629 - mmdet - INFO - Epoch [13][1150/7330] lr: 1.000e-04, eta: 3 days, 0:12:52, time: 1.448, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1779, s0.loss_cls: 0.1513, s0.acc: 94.5327, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1916, s1.loss_cls: 0.0695, s1.acc: 95.0214, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0905, s2.loss_cls: 0.0352, s2.acc: 94.7869, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0429, loss: 1.0490 2022-05-13 17:36:29,563 - mmdet - INFO - Epoch [13][1200/7330] lr: 1.000e-04, eta: 3 days, 0:11:35, time: 1.459, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1594, s0.acc: 94.1562, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1966, s1.loss_cls: 0.0723, s1.acc: 94.7140, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0920, s2.loss_cls: 0.0366, s2.acc: 94.5197, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0430, loss: 1.0849 2022-05-13 17:37:42,630 - mmdet - INFO - Epoch [13][1250/7330] lr: 1.000e-04, eta: 3 days, 0:10:18, time: 1.462, data_time: 0.023, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1712, s0.loss_cls: 0.1653, s0.acc: 94.0735, s0.loss_bbox: 0.0965, s0.loss_mask: 0.1972, s1.loss_cls: 0.0764, s1.acc: 94.5762, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0926, s2.loss_cls: 0.0386, s2.acc: 94.3819, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0436, loss: 1.0998 2022-05-13 17:38:55,568 - mmdet - INFO - Epoch [13][1300/7330] lr: 1.000e-04, eta: 3 days, 0:09:00, time: 1.459, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1601, s0.acc: 94.2656, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1901, s1.loss_cls: 0.0741, s1.acc: 94.7189, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0895, s2.loss_cls: 0.0377, s2.acc: 94.5414, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0422, loss: 1.0739 2022-05-13 17:40:07,412 - mmdet - INFO - Epoch [13][1350/7330] lr: 1.000e-04, eta: 3 days, 0:07:41, time: 1.437, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1649, s0.acc: 94.0071, s0.loss_bbox: 0.0962, s0.loss_mask: 0.1949, s1.loss_cls: 0.0766, s1.acc: 94.4465, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0919, s2.loss_cls: 0.0386, s2.acc: 94.2314, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0433, loss: 1.0971 2022-05-13 17:41:20,105 - mmdet - INFO - Epoch [13][1400/7330] lr: 1.000e-04, eta: 3 days, 0:06:23, time: 1.454, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1727, s0.loss_cls: 0.1636, s0.acc: 94.1106, s0.loss_bbox: 0.0959, s0.loss_mask: 0.2019, s1.loss_cls: 0.0750, s1.acc: 94.6460, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0950, s2.loss_cls: 0.0379, s2.acc: 94.5045, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0445, loss: 1.1091 2022-05-13 17:42:32,140 - mmdet - INFO - Epoch [13][1450/7330] lr: 1.000e-04, eta: 3 days, 0:05:05, time: 1.441, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1723, s0.loss_cls: 0.1616, s0.acc: 94.0681, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1920, s1.loss_cls: 0.0744, s1.acc: 94.5690, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0902, s2.loss_cls: 0.0383, s2.acc: 94.3579, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0427, loss: 1.0779 2022-05-13 17:43:44,055 - mmdet - INFO - Epoch [13][1500/7330] lr: 1.000e-04, eta: 3 days, 0:03:45, time: 1.438, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1757, s0.loss_cls: 0.1521, s0.acc: 94.4045, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1955, s1.loss_cls: 0.0712, s1.acc: 94.7116, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0925, s2.loss_cls: 0.0355, s2.acc: 94.6857, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0438, loss: 1.0622 2022-05-13 17:44:55,516 - mmdet - INFO - Epoch [13][1550/7330] lr: 1.000e-04, eta: 3 days, 0:02:25, time: 1.429, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1746, s0.loss_cls: 0.1481, s0.acc: 94.5996, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1944, s1.loss_cls: 0.0687, s1.acc: 95.0457, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0919, s2.loss_cls: 0.0348, s2.acc: 94.8182, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0430, loss: 1.0537 2022-05-13 17:46:08,544 - mmdet - INFO - Epoch [13][1600/7330] lr: 1.000e-04, eta: 3 days, 0:01:08, time: 1.461, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1628, s0.acc: 94.1465, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1937, s1.loss_cls: 0.0768, s1.acc: 94.5565, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0920, s2.loss_cls: 0.0387, s2.acc: 94.3630, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0437, loss: 1.0860 2022-05-13 17:47:20,580 - mmdet - INFO - Epoch [13][1650/7330] lr: 1.000e-04, eta: 2 days, 23:59:49, time: 1.441, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1561, s0.acc: 94.2131, s0.loss_bbox: 0.0928, s0.loss_mask: 0.1932, s1.loss_cls: 0.0739, s1.acc: 94.5889, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0909, s2.loss_cls: 0.0376, s2.acc: 94.3342, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0429, loss: 1.0687 2022-05-13 17:48:32,335 - mmdet - INFO - Epoch [13][1700/7330] lr: 1.000e-04, eta: 2 days, 23:58:30, time: 1.435, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1757, s0.loss_cls: 0.1509, s0.acc: 94.5107, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1921, s1.loss_cls: 0.0691, s1.acc: 94.9462, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0897, s2.loss_cls: 0.0349, s2.acc: 94.7810, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0423, loss: 1.0496 2022-05-13 17:49:44,983 - mmdet - INFO - Epoch [13][1750/7330] lr: 1.000e-04, eta: 2 days, 23:57:12, time: 1.453, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1772, s0.loss_cls: 0.1574, s0.acc: 94.2498, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1981, s1.loss_cls: 0.0729, s1.acc: 94.6715, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0929, s2.loss_cls: 0.0371, s2.acc: 94.5599, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0436, loss: 1.0844 2022-05-13 17:50:57,722 - mmdet - INFO - Epoch [13][1800/7330] lr: 1.000e-04, eta: 2 days, 23:55:55, time: 1.455, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1665, s0.loss_cls: 0.1649, s0.acc: 93.9675, s0.loss_bbox: 0.0957, s0.loss_mask: 0.1976, s1.loss_cls: 0.0764, s1.acc: 94.4248, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0930, s2.loss_cls: 0.0390, s2.acc: 94.2417, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0432, loss: 1.1041 2022-05-13 17:52:09,801 - mmdet - INFO - Epoch [13][1850/7330] lr: 1.000e-04, eta: 2 days, 23:54:36, time: 1.441, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1766, s0.loss_cls: 0.1600, s0.acc: 94.2063, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1947, s1.loss_cls: 0.0749, s1.acc: 94.6142, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0912, s2.loss_cls: 0.0382, s2.acc: 94.4214, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0429, loss: 1.0855 2022-05-13 17:53:22,589 - mmdet - INFO - Epoch [13][1900/7330] lr: 1.000e-04, eta: 2 days, 23:53:19, time: 1.456, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1746, s0.loss_cls: 0.1637, s0.acc: 94.1191, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1970, s1.loss_cls: 0.0758, s1.acc: 94.4606, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0937, s2.loss_cls: 0.0387, s2.acc: 94.1549, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0438, loss: 1.0911 2022-05-13 17:54:35,412 - mmdet - INFO - Epoch [13][1950/7330] lr: 1.000e-04, eta: 2 days, 23:52:01, time: 1.456, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1747, s0.loss_cls: 0.1543, s0.acc: 94.4004, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1946, s1.loss_cls: 0.0720, s1.acc: 94.8928, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0925, s2.loss_cls: 0.0366, s2.acc: 94.6385, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0438, loss: 1.0730 2022-05-13 17:55:48,275 - mmdet - INFO - Epoch [13][2000/7330] lr: 1.000e-04, eta: 2 days, 23:50:44, time: 1.457, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1711, s0.loss_cls: 0.1593, s0.acc: 94.0852, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1967, s1.loss_cls: 0.0744, s1.acc: 94.5330, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0929, s2.loss_cls: 0.0382, s2.acc: 94.2935, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0437, loss: 1.0895 2022-05-13 17:57:00,966 - mmdet - INFO - Epoch [13][2050/7330] lr: 1.000e-04, eta: 2 days, 23:49:26, time: 1.454, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1687, s0.loss_cls: 0.1540, s0.acc: 94.3728, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1943, s1.loss_cls: 0.0722, s1.acc: 94.7929, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0920, s2.loss_cls: 0.0362, s2.acc: 94.6559, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0432, loss: 1.0508 2022-05-13 17:58:14,252 - mmdet - INFO - Epoch [13][2100/7330] lr: 1.000e-04, eta: 2 days, 23:48:10, time: 1.466, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1739, s0.loss_cls: 0.1636, s0.acc: 94.1213, s0.loss_bbox: 0.0943, s0.loss_mask: 0.1975, s1.loss_cls: 0.0756, s1.acc: 94.5025, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0928, s2.loss_cls: 0.0388, s2.acc: 94.2489, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0431, loss: 1.0937 2022-05-13 17:59:27,388 - mmdet - INFO - Epoch [13][2150/7330] lr: 1.000e-04, eta: 2 days, 23:46:53, time: 1.463, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1640, s0.loss_cls: 0.1543, s0.acc: 94.3315, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1961, s1.loss_cls: 0.0712, s1.acc: 94.7926, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0926, s2.loss_cls: 0.0362, s2.acc: 94.5885, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0439, loss: 1.0624 2022-05-13 18:00:41,866 - mmdet - INFO - Epoch [13][2200/7330] lr: 1.000e-04, eta: 2 days, 23:45:39, time: 1.489, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1560, s0.acc: 94.3262, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1963, s1.loss_cls: 0.0726, s1.acc: 94.7350, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0914, s2.loss_cls: 0.0374, s2.acc: 94.5783, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0430, loss: 1.0597 2022-05-13 18:01:54,731 - mmdet - INFO - Epoch [13][2250/7330] lr: 1.000e-04, eta: 2 days, 23:44:22, time: 1.458, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1574, s0.acc: 94.1956, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1926, s1.loss_cls: 0.0733, s1.acc: 94.6592, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0915, s2.loss_cls: 0.0373, s2.acc: 94.4472, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0434, loss: 1.0721 2022-05-13 18:03:08,652 - mmdet - INFO - Epoch [13][2300/7330] lr: 1.000e-04, eta: 2 days, 23:43:07, time: 1.479, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1718, s0.loss_cls: 0.1604, s0.acc: 94.2869, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1928, s1.loss_cls: 0.0720, s1.acc: 94.8470, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0909, s2.loss_cls: 0.0361, s2.acc: 94.7536, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0426, loss: 1.0721 2022-05-13 18:04:22,122 - mmdet - INFO - Epoch [13][2350/7330] lr: 1.000e-04, eta: 2 days, 23:41:51, time: 1.469, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1605, s0.acc: 94.1204, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1971, s1.loss_cls: 0.0744, s1.acc: 94.6381, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0928, s2.loss_cls: 0.0378, s2.acc: 94.4090, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0436, loss: 1.0870 2022-05-13 18:05:35,619 - mmdet - INFO - Epoch [13][2400/7330] lr: 1.000e-04, eta: 2 days, 23:40:35, time: 1.470, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1765, s0.loss_cls: 0.1666, s0.acc: 93.9297, s0.loss_bbox: 0.0936, s0.loss_mask: 0.1918, s1.loss_cls: 0.0772, s1.acc: 94.4222, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0905, s2.loss_cls: 0.0393, s2.acc: 94.2183, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0426, loss: 1.0958 2022-05-13 18:06:48,689 - mmdet - INFO - Epoch [13][2450/7330] lr: 1.000e-04, eta: 2 days, 23:39:18, time: 1.461, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1683, s0.acc: 93.9485, s0.loss_bbox: 0.0980, s0.loss_mask: 0.2024, s1.loss_cls: 0.0784, s1.acc: 94.3635, s1.loss_bbox: 0.1060, s1.loss_mask: 0.0951, s2.loss_cls: 0.0387, s2.acc: 94.2964, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0445, loss: 1.1307 2022-05-13 18:08:02,103 - mmdet - INFO - Epoch [13][2500/7330] lr: 1.000e-04, eta: 2 days, 23:38:02, time: 1.468, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1544, s0.acc: 94.2520, s0.loss_bbox: 0.0945, s0.loss_mask: 0.1924, s1.loss_cls: 0.0711, s1.acc: 94.6843, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0904, s2.loss_cls: 0.0359, s2.acc: 94.5731, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0425, loss: 1.0693 2022-05-13 18:09:13,946 - mmdet - INFO - Epoch [13][2550/7330] lr: 1.000e-04, eta: 2 days, 23:36:43, time: 1.437, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1769, s0.loss_cls: 0.1713, s0.acc: 93.7668, s0.loss_bbox: 0.0960, s0.loss_mask: 0.1952, s1.loss_cls: 0.0814, s1.acc: 94.0541, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0912, s2.loss_cls: 0.0413, s2.acc: 93.8869, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0430, loss: 1.1173 2022-05-13 18:10:27,182 - mmdet - INFO - Epoch [13][2600/7330] lr: 1.000e-04, eta: 2 days, 23:35:26, time: 1.465, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1699, s0.loss_cls: 0.1551, s0.acc: 94.3281, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1929, s1.loss_cls: 0.0718, s1.acc: 94.8159, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0918, s2.loss_cls: 0.0365, s2.acc: 94.6804, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0436, loss: 1.0600 2022-05-13 18:11:40,036 - mmdet - INFO - Epoch [13][2650/7330] lr: 1.000e-04, eta: 2 days, 23:34:09, time: 1.457, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1655, s0.acc: 94.0032, s0.loss_bbox: 0.0946, s0.loss_mask: 0.1942, s1.loss_cls: 0.0770, s1.acc: 94.4616, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0921, s2.loss_cls: 0.0392, s2.acc: 94.1773, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0434, loss: 1.0978 2022-05-13 18:12:53,007 - mmdet - INFO - Epoch [13][2700/7330] lr: 1.000e-04, eta: 2 days, 23:32:52, time: 1.459, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1746, s0.loss_cls: 0.1558, s0.acc: 94.1938, s0.loss_bbox: 0.0949, s0.loss_mask: 0.1989, s1.loss_cls: 0.0719, s1.acc: 94.7212, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0933, s2.loss_cls: 0.0362, s2.acc: 94.4344, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0439, loss: 1.0829 2022-05-13 18:14:06,300 - mmdet - INFO - Epoch [13][2750/7330] lr: 1.000e-04, eta: 2 days, 23:31:36, time: 1.466, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1618, s0.acc: 94.1050, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1971, s1.loss_cls: 0.0746, s1.acc: 94.6011, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0921, s2.loss_cls: 0.0382, s2.acc: 94.3722, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0431, loss: 1.0860 2022-05-13 18:15:19,040 - mmdet - INFO - Epoch [13][2800/7330] lr: 1.000e-04, eta: 2 days, 23:30:18, time: 1.455, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1669, s0.loss_cls: 0.1523, s0.acc: 94.4358, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1944, s1.loss_cls: 0.0696, s1.acc: 94.9393, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0921, s2.loss_cls: 0.0356, s2.acc: 94.8262, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0434, loss: 1.0466 2022-05-13 18:16:33,225 - mmdet - INFO - Epoch [13][2850/7330] lr: 1.000e-04, eta: 2 days, 23:29:04, time: 1.484, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1607, s0.acc: 94.1416, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1937, s1.loss_cls: 0.0737, s1.acc: 94.6422, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0917, s2.loss_cls: 0.0377, s2.acc: 94.4318, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0429, loss: 1.0810 2022-05-13 18:17:46,697 - mmdet - INFO - Epoch [13][2900/7330] lr: 1.000e-04, eta: 2 days, 23:27:48, time: 1.469, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1755, s0.loss_cls: 0.1595, s0.acc: 94.2461, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1996, s1.loss_cls: 0.0744, s1.acc: 94.7242, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0941, s2.loss_cls: 0.0376, s2.acc: 94.5754, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0447, loss: 1.0988 2022-05-13 18:18:59,591 - mmdet - INFO - Epoch [13][2950/7330] lr: 1.000e-04, eta: 2 days, 23:26:30, time: 1.457, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1525, s0.acc: 94.5137, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1922, s1.loss_cls: 0.0701, s1.acc: 94.9946, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0907, s2.loss_cls: 0.0357, s2.acc: 94.8185, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0429, loss: 1.0528 2022-05-13 18:20:12,437 - mmdet - INFO - Epoch [13][3000/7330] lr: 1.000e-04, eta: 2 days, 23:25:13, time: 1.456, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1816, s0.loss_cls: 0.1584, s0.acc: 94.3083, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1921, s1.loss_cls: 0.0739, s1.acc: 94.8192, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0899, s2.loss_cls: 0.0375, s2.acc: 94.6909, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0423, loss: 1.0739 2022-05-13 18:21:25,870 - mmdet - INFO - Epoch [13][3050/7330] lr: 1.000e-04, eta: 2 days, 23:23:57, time: 1.471, data_time: 0.030, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1684, s0.loss_cls: 0.1575, s0.acc: 94.2520, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1971, s1.loss_cls: 0.0730, s1.acc: 94.6841, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0928, s2.loss_cls: 0.0377, s2.acc: 94.4673, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0435, loss: 1.0786 2022-05-13 18:22:39,135 - mmdet - INFO - Epoch [13][3100/7330] lr: 1.000e-04, eta: 2 days, 23:22:41, time: 1.465, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1794, s0.loss_cls: 0.1592, s0.acc: 94.1321, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1965, s1.loss_cls: 0.0742, s1.acc: 94.6081, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0933, s2.loss_cls: 0.0377, s2.acc: 94.4670, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0441, loss: 1.0869 2022-05-13 18:23:52,719 - mmdet - INFO - Epoch [13][3150/7330] lr: 1.000e-04, eta: 2 days, 23:21:25, time: 1.472, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1540, s0.acc: 94.3394, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1954, s1.loss_cls: 0.0700, s1.acc: 94.8839, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0923, s2.loss_cls: 0.0353, s2.acc: 94.7200, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0437, loss: 1.0596 2022-05-13 18:25:06,029 - mmdet - INFO - Epoch [13][3200/7330] lr: 1.000e-04, eta: 2 days, 23:20:09, time: 1.466, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1556, s0.acc: 94.1956, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1947, s1.loss_cls: 0.0729, s1.acc: 94.7078, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0914, s2.loss_cls: 0.0371, s2.acc: 94.5347, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0432, loss: 1.0604 2022-05-13 18:26:18,977 - mmdet - INFO - Epoch [13][3250/7330] lr: 1.000e-04, eta: 2 days, 23:18:52, time: 1.459, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1745, s0.loss_cls: 0.1641, s0.acc: 94.0525, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1930, s1.loss_cls: 0.0750, s1.acc: 94.5901, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0911, s2.loss_cls: 0.0378, s2.acc: 94.4203, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0428, loss: 1.0853 2022-05-13 18:27:31,792 - mmdet - INFO - Epoch [13][3300/7330] lr: 1.000e-04, eta: 2 days, 23:17:34, time: 1.456, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1711, s0.loss_cls: 0.1720, s0.acc: 93.8459, s0.loss_bbox: 0.0975, s0.loss_mask: 0.1997, s1.loss_cls: 0.0801, s1.acc: 94.3450, s1.loss_bbox: 0.1073, s1.loss_mask: 0.0946, s2.loss_cls: 0.0404, s2.acc: 94.1721, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0446, loss: 1.1245 2022-05-13 18:28:44,934 - mmdet - INFO - Epoch [13][3350/7330] lr: 1.000e-04, eta: 2 days, 23:16:18, time: 1.463, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1572, s0.acc: 94.2007, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1916, s1.loss_cls: 0.0733, s1.acc: 94.6887, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0904, s2.loss_cls: 0.0366, s2.acc: 94.5683, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0430, loss: 1.0711 2022-05-13 18:29:57,715 - mmdet - INFO - Epoch [13][3400/7330] lr: 1.000e-04, eta: 2 days, 23:15:01, time: 1.456, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1784, s0.loss_cls: 0.1628, s0.acc: 94.1204, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1942, s1.loss_cls: 0.0765, s1.acc: 94.5049, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0908, s2.loss_cls: 0.0385, s2.acc: 94.3504, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0428, loss: 1.0870 2022-05-13 18:31:12,062 - mmdet - INFO - Epoch [13][3450/7330] lr: 1.000e-04, eta: 2 days, 23:13:46, time: 1.487, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1759, s0.loss_cls: 0.1757, s0.acc: 93.6282, s0.loss_bbox: 0.1059, s0.loss_mask: 0.2098, s1.loss_cls: 0.0831, s1.acc: 94.1321, s1.loss_bbox: 0.1129, s1.loss_mask: 0.0980, s2.loss_cls: 0.0421, s2.acc: 93.8220, s2.loss_bbox: 0.0698, s2.loss_mask: 0.0462, loss: 1.1721 2022-05-13 18:32:25,069 - mmdet - INFO - Epoch [13][3500/7330] lr: 1.000e-04, eta: 2 days, 23:12:29, time: 1.460, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1830, s0.loss_cls: 0.1615, s0.acc: 94.2781, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1863, s1.loss_cls: 0.0740, s1.acc: 94.8034, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0877, s2.loss_cls: 0.0370, s2.acc: 94.7191, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0413, loss: 1.0657 2022-05-13 18:33:38,690 - mmdet - INFO - Epoch [13][3550/7330] lr: 1.000e-04, eta: 2 days, 23:11:14, time: 1.472, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1715, s0.loss_cls: 0.1681, s0.acc: 93.9438, s0.loss_bbox: 0.0944, s0.loss_mask: 0.1961, s1.loss_cls: 0.0784, s1.acc: 94.3631, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0918, s2.loss_cls: 0.0403, s2.acc: 94.1289, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0428, loss: 1.1006 2022-05-13 18:34:51,437 - mmdet - INFO - Epoch [13][3600/7330] lr: 1.000e-04, eta: 2 days, 23:09:56, time: 1.455, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1719, s0.loss_cls: 0.1611, s0.acc: 94.0891, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1944, s1.loss_cls: 0.0757, s1.acc: 94.5337, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0914, s2.loss_cls: 0.0380, s2.acc: 94.4484, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0431, loss: 1.0887 2022-05-13 18:36:03,943 - mmdet - INFO - Epoch [13][3650/7330] lr: 1.000e-04, eta: 2 days, 23:08:39, time: 1.450, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1662, s0.loss_cls: 0.1548, s0.acc: 94.4202, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1912, s1.loss_cls: 0.0710, s1.acc: 94.9289, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0902, s2.loss_cls: 0.0355, s2.acc: 94.7540, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0424, loss: 1.0479 2022-05-13 18:37:16,796 - mmdet - INFO - Epoch [13][3700/7330] lr: 1.000e-04, eta: 2 days, 23:07:21, time: 1.456, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1803, s0.loss_cls: 0.1626, s0.acc: 94.0989, s0.loss_bbox: 0.0939, s0.loss_mask: 0.1962, s1.loss_cls: 0.0765, s1.acc: 94.5905, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0911, s2.loss_cls: 0.0388, s2.acc: 94.3718, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0430, loss: 1.1019 2022-05-13 18:38:29,601 - mmdet - INFO - Epoch [13][3750/7330] lr: 1.000e-04, eta: 2 days, 23:06:04, time: 1.457, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1803, s0.loss_cls: 0.1644, s0.acc: 94.1177, s0.loss_bbox: 0.0922, s0.loss_mask: 0.1960, s1.loss_cls: 0.0757, s1.acc: 94.6118, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0924, s2.loss_cls: 0.0392, s2.acc: 94.3885, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0436, loss: 1.0951 2022-05-13 18:39:42,136 - mmdet - INFO - Epoch [13][3800/7330] lr: 1.000e-04, eta: 2 days, 23:04:47, time: 1.451, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1799, s0.loss_cls: 0.1620, s0.acc: 94.1230, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1935, s1.loss_cls: 0.0748, s1.acc: 94.6253, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0906, s2.loss_cls: 0.0383, s2.acc: 94.2731, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0426, loss: 1.0895 2022-05-13 18:40:56,166 - mmdet - INFO - Epoch [13][3850/7330] lr: 1.000e-04, eta: 2 days, 23:03:32, time: 1.480, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1746, s0.loss_cls: 0.1626, s0.acc: 94.0645, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1944, s1.loss_cls: 0.0763, s1.acc: 94.3443, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0915, s2.loss_cls: 0.0388, s2.acc: 94.1769, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0431, loss: 1.0920 2022-05-13 18:42:08,721 - mmdet - INFO - Epoch [13][3900/7330] lr: 1.000e-04, eta: 2 days, 23:02:14, time: 1.451, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1759, s0.loss_cls: 0.1648, s0.acc: 94.1062, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1902, s1.loss_cls: 0.0751, s1.acc: 94.6777, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0896, s2.loss_cls: 0.0382, s2.acc: 94.4525, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0422, loss: 1.0835 2022-05-13 18:43:22,255 - mmdet - INFO - Epoch [13][3950/7330] lr: 1.000e-04, eta: 2 days, 23:00:58, time: 1.471, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1701, s0.loss_cls: 0.1555, s0.acc: 94.2832, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1925, s1.loss_cls: 0.0731, s1.acc: 94.6591, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0903, s2.loss_cls: 0.0368, s2.acc: 94.4800, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0427, loss: 1.0591 2022-05-13 18:44:35,450 - mmdet - INFO - Epoch [13][4000/7330] lr: 1.000e-04, eta: 2 days, 22:59:42, time: 1.464, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1766, s0.loss_cls: 0.1686, s0.acc: 94.0635, s0.loss_bbox: 0.0944, s0.loss_mask: 0.1963, s1.loss_cls: 0.0788, s1.acc: 94.4879, s1.loss_bbox: 0.1041, s1.loss_mask: 0.0927, s2.loss_cls: 0.0396, s2.acc: 94.1870, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0440, loss: 1.1104 2022-05-13 18:45:48,678 - mmdet - INFO - Epoch [13][4050/7330] lr: 1.000e-04, eta: 2 days, 22:58:25, time: 1.465, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1696, s0.loss_cls: 0.1630, s0.acc: 94.0996, s0.loss_bbox: 0.0943, s0.loss_mask: 0.1987, s1.loss_cls: 0.0746, s1.acc: 94.5848, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0935, s2.loss_cls: 0.0382, s2.acc: 94.4609, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0441, loss: 1.0916 2022-05-13 18:47:00,865 - mmdet - INFO - Epoch [13][4100/7330] lr: 1.000e-04, eta: 2 days, 22:57:07, time: 1.443, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1820, s0.loss_cls: 0.1602, s0.acc: 94.1030, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1905, s1.loss_cls: 0.0751, s1.acc: 94.5364, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0894, s2.loss_cls: 0.0382, s2.acc: 94.3576, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0420, loss: 1.0803 2022-05-13 18:48:13,652 - mmdet - INFO - Epoch [13][4150/7330] lr: 1.000e-04, eta: 2 days, 22:55:50, time: 1.456, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1788, s0.loss_cls: 0.1614, s0.acc: 94.1877, s0.loss_bbox: 0.0930, s0.loss_mask: 0.1943, s1.loss_cls: 0.0751, s1.acc: 94.5718, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0921, s2.loss_cls: 0.0381, s2.acc: 94.4193, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0435, loss: 1.0875 2022-05-13 18:49:27,396 - mmdet - INFO - Epoch [13][4200/7330] lr: 1.000e-04, eta: 2 days, 22:54:34, time: 1.475, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1567, s0.acc: 94.2883, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1934, s1.loss_cls: 0.0720, s1.acc: 94.7788, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0922, s2.loss_cls: 0.0369, s2.acc: 94.6336, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0435, loss: 1.0687 2022-05-13 18:50:40,451 - mmdet - INFO - Epoch [13][4250/7330] lr: 1.000e-04, eta: 2 days, 22:53:18, time: 1.461, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1556, s0.acc: 94.3491, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1910, s1.loss_cls: 0.0710, s1.acc: 94.8964, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0897, s2.loss_cls: 0.0362, s2.acc: 94.7189, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0422, loss: 1.0552 2022-05-13 18:51:53,666 - mmdet - INFO - Epoch [13][4300/7330] lr: 1.000e-04, eta: 2 days, 22:52:01, time: 1.464, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1760, s0.loss_cls: 0.1625, s0.acc: 94.1475, s0.loss_bbox: 0.0939, s0.loss_mask: 0.2003, s1.loss_cls: 0.0754, s1.acc: 94.5730, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0947, s2.loss_cls: 0.0386, s2.acc: 94.3516, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0446, loss: 1.1042 2022-05-13 18:53:05,499 - mmdet - INFO - Epoch [13][4350/7330] lr: 1.000e-04, eta: 2 days, 22:50:42, time: 1.437, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1777, s0.loss_cls: 0.1538, s0.acc: 94.4165, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1949, s1.loss_cls: 0.0717, s1.acc: 94.8028, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0922, s2.loss_cls: 0.0366, s2.acc: 94.6650, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0434, loss: 1.0693 2022-05-13 18:54:18,485 - mmdet - INFO - Epoch [13][4400/7330] lr: 1.000e-04, eta: 2 days, 22:49:25, time: 1.460, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1601, s0.acc: 94.1191, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1903, s1.loss_cls: 0.0742, s1.acc: 94.5307, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0902, s2.loss_cls: 0.0381, s2.acc: 94.3734, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0424, loss: 1.0688 2022-05-13 18:55:32,870 - mmdet - INFO - Epoch [13][4450/7330] lr: 1.000e-04, eta: 2 days, 22:48:11, time: 1.488, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1722, s0.loss_cls: 0.1528, s0.acc: 94.3813, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1939, s1.loss_cls: 0.0705, s1.acc: 94.8100, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0911, s2.loss_cls: 0.0355, s2.acc: 94.5810, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0430, loss: 1.0609 2022-05-13 18:56:45,451 - mmdet - INFO - Epoch [13][4500/7330] lr: 1.000e-04, eta: 2 days, 22:46:54, time: 1.451, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1669, s0.loss_cls: 0.1606, s0.acc: 94.2681, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1993, s1.loss_cls: 0.0735, s1.acc: 94.8039, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0935, s2.loss_cls: 0.0375, s2.acc: 94.5625, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0439, loss: 1.0789 2022-05-13 18:57:58,190 - mmdet - INFO - Epoch [13][4550/7330] lr: 1.000e-04, eta: 2 days, 22:45:36, time: 1.455, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1553, s0.acc: 94.4075, s0.loss_bbox: 0.0935, s0.loss_mask: 0.1953, s1.loss_cls: 0.0717, s1.acc: 94.8406, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0920, s2.loss_cls: 0.0367, s2.acc: 94.6385, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0430, loss: 1.0682 2022-05-13 18:59:12,721 - mmdet - INFO - Epoch [13][4600/7330] lr: 1.000e-04, eta: 2 days, 22:44:22, time: 1.491, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1593, s0.acc: 94.2700, s0.loss_bbox: 0.0951, s0.loss_mask: 0.2005, s1.loss_cls: 0.0730, s1.acc: 94.7368, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0943, s2.loss_cls: 0.0366, s2.acc: 94.6450, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0445, loss: 1.0995 2022-05-13 19:00:26,043 - mmdet - INFO - Epoch [13][4650/7330] lr: 1.000e-04, eta: 2 days, 22:43:06, time: 1.466, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1627, s0.acc: 94.1082, s0.loss_bbox: 0.0950, s0.loss_mask: 0.2028, s1.loss_cls: 0.0752, s1.acc: 94.5420, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0949, s2.loss_cls: 0.0379, s2.acc: 94.4470, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0447, loss: 1.1035 2022-05-13 19:01:38,862 - mmdet - INFO - Epoch [13][4700/7330] lr: 1.000e-04, eta: 2 days, 22:41:49, time: 1.457, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1760, s0.loss_cls: 0.1642, s0.acc: 93.9861, s0.loss_bbox: 0.0930, s0.loss_mask: 0.1999, s1.loss_cls: 0.0757, s1.acc: 94.4152, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0942, s2.loss_cls: 0.0384, s2.acc: 94.1266, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0448, loss: 1.1076 2022-05-13 19:02:51,869 - mmdet - INFO - Epoch [13][4750/7330] lr: 1.000e-04, eta: 2 days, 22:40:32, time: 1.460, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1750, s0.loss_cls: 0.1602, s0.acc: 94.0735, s0.loss_bbox: 0.0967, s0.loss_mask: 0.1988, s1.loss_cls: 0.0740, s1.acc: 94.5854, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0932, s2.loss_cls: 0.0377, s2.acc: 94.3244, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0440, loss: 1.1018 2022-05-13 19:04:06,009 - mmdet - INFO - Epoch [13][4800/7330] lr: 1.000e-04, eta: 2 days, 22:39:18, time: 1.483, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0308, loss_semantic_seg: 0.1805, s0.loss_cls: 0.1675, s0.acc: 93.9036, s0.loss_bbox: 0.0957, s0.loss_mask: 0.1947, s1.loss_cls: 0.0787, s1.acc: 94.2957, s1.loss_bbox: 0.1049, s1.loss_mask: 0.0914, s2.loss_cls: 0.0401, s2.acc: 94.0657, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0433, loss: 1.1192 2022-05-13 19:05:19,587 - mmdet - INFO - Epoch [13][4850/7330] lr: 1.000e-04, eta: 2 days, 22:38:02, time: 1.472, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1774, s0.loss_cls: 0.1533, s0.acc: 94.3806, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1982, s1.loss_cls: 0.0721, s1.acc: 94.7716, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0931, s2.loss_cls: 0.0366, s2.acc: 94.5064, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0437, loss: 1.0810 2022-05-13 19:06:33,852 - mmdet - INFO - Epoch [13][4900/7330] lr: 1.000e-04, eta: 2 days, 22:36:48, time: 1.485, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1519, s0.acc: 94.3940, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1875, s1.loss_cls: 0.0706, s1.acc: 94.8377, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0894, s2.loss_cls: 0.0358, s2.acc: 94.6502, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0418, loss: 1.0413 2022-05-13 19:07:46,814 - mmdet - INFO - Epoch [13][4950/7330] lr: 1.000e-04, eta: 2 days, 22:35:31, time: 1.459, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1797, s0.loss_cls: 0.1607, s0.acc: 94.1580, s0.loss_bbox: 0.0945, s0.loss_mask: 0.1989, s1.loss_cls: 0.0734, s1.acc: 94.6690, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0938, s2.loss_cls: 0.0377, s2.acc: 94.5156, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0441, loss: 1.0976 2022-05-13 19:08:58,552 - mmdet - INFO - Epoch [13][5000/7330] lr: 1.000e-04, eta: 2 days, 22:34:12, time: 1.435, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1509, s0.acc: 94.5703, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1952, s1.loss_cls: 0.0690, s1.acc: 94.9985, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0930, s2.loss_cls: 0.0360, s2.acc: 94.7770, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0438, loss: 1.0560 2022-05-13 19:10:12,217 - mmdet - INFO - Epoch [13][5050/7330] lr: 1.000e-04, eta: 2 days, 22:32:56, time: 1.473, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1772, s0.loss_cls: 0.1609, s0.acc: 94.1104, s0.loss_bbox: 0.0935, s0.loss_mask: 0.1967, s1.loss_cls: 0.0746, s1.acc: 94.5673, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0920, s2.loss_cls: 0.0381, s2.acc: 94.2648, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0431, loss: 1.0950 2022-05-13 19:11:25,409 - mmdet - INFO - Epoch [13][5100/7330] lr: 1.000e-04, eta: 2 days, 22:31:40, time: 1.464, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1579, s0.acc: 94.3130, s0.loss_bbox: 0.0922, s0.loss_mask: 0.1901, s1.loss_cls: 0.0732, s1.acc: 94.6852, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0889, s2.loss_cls: 0.0375, s2.acc: 94.4545, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0418, loss: 1.0694 2022-05-13 19:12:37,159 - mmdet - INFO - Epoch [13][5150/7330] lr: 1.000e-04, eta: 2 days, 22:30:21, time: 1.435, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1832, s0.loss_cls: 0.1616, s0.acc: 94.2891, s0.loss_bbox: 0.0912, s0.loss_mask: 0.1951, s1.loss_cls: 0.0745, s1.acc: 94.7622, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0921, s2.loss_cls: 0.0377, s2.acc: 94.6080, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0433, loss: 1.0873 2022-05-13 19:13:49,494 - mmdet - INFO - Epoch [13][5200/7330] lr: 1.000e-04, eta: 2 days, 22:29:03, time: 1.447, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1772, s0.loss_cls: 0.1606, s0.acc: 94.1274, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1895, s1.loss_cls: 0.0741, s1.acc: 94.5708, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0885, s2.loss_cls: 0.0377, s2.acc: 94.2759, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0413, loss: 1.0734 2022-05-13 19:15:03,797 - mmdet - INFO - Epoch [13][5250/7330] lr: 1.000e-04, eta: 2 days, 22:27:49, time: 1.486, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1688, s0.acc: 94.0027, s0.loss_bbox: 0.0951, s0.loss_mask: 0.1997, s1.loss_cls: 0.0776, s1.acc: 94.4727, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0943, s2.loss_cls: 0.0405, s2.acc: 94.0426, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0443, loss: 1.1083 2022-05-13 19:16:17,134 - mmdet - INFO - Epoch [13][5300/7330] lr: 1.000e-04, eta: 2 days, 22:26:32, time: 1.467, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1496, s0.acc: 94.5291, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1878, s1.loss_cls: 0.0690, s1.acc: 94.8998, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0880, s2.loss_cls: 0.0353, s2.acc: 94.6219, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0416, loss: 1.0340 2022-05-13 19:17:29,125 - mmdet - INFO - Epoch [13][5350/7330] lr: 1.000e-04, eta: 2 days, 22:25:14, time: 1.440, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1760, s0.loss_cls: 0.1624, s0.acc: 94.1304, s0.loss_bbox: 0.0935, s0.loss_mask: 0.2031, s1.loss_cls: 0.0755, s1.acc: 94.5181, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0957, s2.loss_cls: 0.0386, s2.acc: 94.3549, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0451, loss: 1.1046 2022-05-13 19:18:41,687 - mmdet - INFO - Epoch [13][5400/7330] lr: 1.000e-04, eta: 2 days, 22:23:56, time: 1.451, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1786, s0.loss_cls: 0.1654, s0.acc: 93.9819, s0.loss_bbox: 0.0944, s0.loss_mask: 0.1982, s1.loss_cls: 0.0780, s1.acc: 94.3624, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0938, s2.loss_cls: 0.0398, s2.acc: 94.1358, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0444, loss: 1.1129 2022-05-13 19:19:55,281 - mmdet - INFO - Epoch [13][5450/7330] lr: 1.000e-04, eta: 2 days, 22:22:41, time: 1.472, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1670, s0.loss_cls: 0.1532, s0.acc: 94.4097, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1946, s1.loss_cls: 0.0716, s1.acc: 94.9170, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0907, s2.loss_cls: 0.0375, s2.acc: 94.5085, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0428, loss: 1.0704 2022-05-13 19:21:08,612 - mmdet - INFO - Epoch [13][5500/7330] lr: 1.000e-04, eta: 2 days, 22:21:25, time: 1.467, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1696, s0.loss_cls: 0.1562, s0.acc: 94.3218, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1985, s1.loss_cls: 0.0730, s1.acc: 94.7148, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0945, s2.loss_cls: 0.0370, s2.acc: 94.5255, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0446, loss: 1.0762 2022-05-13 19:22:22,130 - mmdet - INFO - Epoch [13][5550/7330] lr: 1.000e-04, eta: 2 days, 22:20:09, time: 1.470, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0303, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1580, s0.acc: 94.1577, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1972, s1.loss_cls: 0.0751, s1.acc: 94.5142, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0921, s2.loss_cls: 0.0384, s2.acc: 94.2484, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0435, loss: 1.0904 2022-05-13 19:23:35,167 - mmdet - INFO - Epoch [13][5600/7330] lr: 1.000e-04, eta: 2 days, 22:18:52, time: 1.461, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1719, s0.loss_cls: 0.1624, s0.acc: 94.1333, s0.loss_bbox: 0.0922, s0.loss_mask: 0.1949, s1.loss_cls: 0.0752, s1.acc: 94.6281, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0923, s2.loss_cls: 0.0384, s2.acc: 94.4333, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0437, loss: 1.0847 2022-05-13 19:24:48,536 - mmdet - INFO - Epoch [13][5650/7330] lr: 1.000e-04, eta: 2 days, 22:17:36, time: 1.467, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1663, s0.acc: 93.9958, s0.loss_bbox: 0.0924, s0.loss_mask: 0.2012, s1.loss_cls: 0.0760, s1.acc: 94.5429, s1.loss_bbox: 0.1044, s1.loss_mask: 0.0954, s2.loss_cls: 0.0383, s2.acc: 94.4060, s2.loss_bbox: 0.0690, s2.loss_mask: 0.0451, loss: 1.1108 2022-05-13 19:26:01,204 - mmdet - INFO - Epoch [13][5700/7330] lr: 1.000e-04, eta: 2 days, 22:16:19, time: 1.453, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1741, s0.loss_cls: 0.1610, s0.acc: 94.1755, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1928, s1.loss_cls: 0.0761, s1.acc: 94.5675, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0910, s2.loss_cls: 0.0385, s2.acc: 94.3409, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0429, loss: 1.0749 2022-05-13 19:27:14,023 - mmdet - INFO - Epoch [13][5750/7330] lr: 1.000e-04, eta: 2 days, 22:15:02, time: 1.456, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1815, s0.loss_cls: 0.1601, s0.acc: 94.1252, s0.loss_bbox: 0.0946, s0.loss_mask: 0.1970, s1.loss_cls: 0.0742, s1.acc: 94.5711, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0934, s2.loss_cls: 0.0380, s2.acc: 94.3790, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0438, loss: 1.1013 2022-05-13 19:28:27,076 - mmdet - INFO - Epoch [13][5800/7330] lr: 1.000e-04, eta: 2 days, 22:13:45, time: 1.461, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1781, s0.loss_cls: 0.1620, s0.acc: 94.0618, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1926, s1.loss_cls: 0.0755, s1.acc: 94.5192, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0902, s2.loss_cls: 0.0380, s2.acc: 94.3515, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0424, loss: 1.0817 2022-05-13 19:29:40,296 - mmdet - INFO - Epoch [13][5850/7330] lr: 1.000e-04, eta: 2 days, 22:12:29, time: 1.464, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1735, s0.loss_cls: 0.1688, s0.acc: 93.8557, s0.loss_bbox: 0.1011, s0.loss_mask: 0.2042, s1.loss_cls: 0.0771, s1.acc: 94.4024, s1.loss_bbox: 0.1095, s1.loss_mask: 0.0954, s2.loss_cls: 0.0387, s2.acc: 94.2841, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0449, loss: 1.1323 2022-05-13 19:30:52,854 - mmdet - INFO - Epoch [13][5900/7330] lr: 1.000e-04, eta: 2 days, 22:11:12, time: 1.451, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1741, s0.loss_cls: 0.1678, s0.acc: 93.9558, s0.loss_bbox: 0.0936, s0.loss_mask: 0.1996, s1.loss_cls: 0.0780, s1.acc: 94.4062, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0934, s2.loss_cls: 0.0401, s2.acc: 94.1069, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0437, loss: 1.1099 2022-05-13 19:32:06,037 - mmdet - INFO - Epoch [13][5950/7330] lr: 1.000e-04, eta: 2 days, 22:09:55, time: 1.463, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1780, s0.loss_cls: 0.1584, s0.acc: 94.2769, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1908, s1.loss_cls: 0.0721, s1.acc: 94.7726, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0898, s2.loss_cls: 0.0366, s2.acc: 94.5853, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0424, loss: 1.0705 2022-05-13 19:33:19,105 - mmdet - INFO - Epoch [13][6000/7330] lr: 1.000e-04, eta: 2 days, 22:08:39, time: 1.462, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1797, s0.loss_cls: 0.1574, s0.acc: 94.1880, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1939, s1.loss_cls: 0.0740, s1.acc: 94.5851, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0916, s2.loss_cls: 0.0381, s2.acc: 94.3167, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0431, loss: 1.0761 2022-05-13 19:34:33,377 - mmdet - INFO - Epoch [13][6050/7330] lr: 1.000e-04, eta: 2 days, 22:07:24, time: 1.485, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1681, s0.loss_cls: 0.1511, s0.acc: 94.4895, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1950, s1.loss_cls: 0.0696, s1.acc: 94.9343, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0918, s2.loss_cls: 0.0357, s2.acc: 94.7812, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0431, loss: 1.0491 2022-05-13 19:35:47,999 - mmdet - INFO - Epoch [13][6100/7330] lr: 1.000e-04, eta: 2 days, 22:06:11, time: 1.492, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1780, s0.loss_cls: 0.1604, s0.acc: 94.1260, s0.loss_bbox: 0.0959, s0.loss_mask: 0.1970, s1.loss_cls: 0.0735, s1.acc: 94.6094, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0932, s2.loss_cls: 0.0374, s2.acc: 94.4256, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0439, loss: 1.1020 2022-05-13 19:37:01,281 - mmdet - INFO - Epoch [13][6150/7330] lr: 1.000e-04, eta: 2 days, 22:04:54, time: 1.465, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1792, s0.loss_cls: 0.1698, s0.acc: 93.8652, s0.loss_bbox: 0.0956, s0.loss_mask: 0.2068, s1.loss_cls: 0.0796, s1.acc: 94.1968, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0968, s2.loss_cls: 0.0400, s2.acc: 94.1013, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0451, loss: 1.1344 2022-05-13 19:38:14,090 - mmdet - INFO - Epoch [13][6200/7330] lr: 1.000e-04, eta: 2 days, 22:03:37, time: 1.457, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1804, s0.loss_cls: 0.1667, s0.acc: 94.1511, s0.loss_bbox: 0.0916, s0.loss_mask: 0.2010, s1.loss_cls: 0.0781, s1.acc: 94.5463, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0948, s2.loss_cls: 0.0392, s2.acc: 94.4577, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0450, loss: 1.1106 2022-05-13 19:39:27,854 - mmdet - INFO - Epoch [13][6250/7330] lr: 1.000e-04, eta: 2 days, 22:02:22, time: 1.475, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1798, s0.loss_cls: 0.1626, s0.acc: 94.1179, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1998, s1.loss_cls: 0.0763, s1.acc: 94.5690, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0950, s2.loss_cls: 0.0382, s2.acc: 94.4339, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0445, loss: 1.1025 2022-05-13 19:40:41,991 - mmdet - INFO - Epoch [13][6300/7330] lr: 1.000e-04, eta: 2 days, 22:01:08, time: 1.483, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1762, s0.loss_cls: 0.1637, s0.acc: 94.0198, s0.loss_bbox: 0.0930, s0.loss_mask: 0.1968, s1.loss_cls: 0.0772, s1.acc: 94.3545, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0927, s2.loss_cls: 0.0390, s2.acc: 94.2445, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0439, loss: 1.0946 2022-05-13 19:41:54,013 - mmdet - INFO - Epoch [13][6350/7330] lr: 1.000e-04, eta: 2 days, 21:59:49, time: 1.440, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1740, s0.loss_cls: 0.1546, s0.acc: 94.4231, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1948, s1.loss_cls: 0.0709, s1.acc: 94.8975, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0912, s2.loss_cls: 0.0363, s2.acc: 94.6992, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0430, loss: 1.0619 2022-05-13 19:43:06,736 - mmdet - INFO - Epoch [13][6400/7330] lr: 1.000e-04, eta: 2 days, 21:58:32, time: 1.454, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1709, s0.loss_cls: 0.1549, s0.acc: 94.3601, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1905, s1.loss_cls: 0.0715, s1.acc: 94.8186, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0907, s2.loss_cls: 0.0363, s2.acc: 94.6682, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0431, loss: 1.0522 2022-05-13 19:44:19,018 - mmdet - INFO - Epoch [13][6450/7330] lr: 1.000e-04, eta: 2 days, 21:57:14, time: 1.446, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1721, s0.loss_cls: 0.1590, s0.acc: 94.1638, s0.loss_bbox: 0.0909, s0.loss_mask: 0.2001, s1.loss_cls: 0.0744, s1.acc: 94.4985, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0945, s2.loss_cls: 0.0377, s2.acc: 94.3989, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0446, loss: 1.0858 2022-05-13 19:45:32,054 - mmdet - INFO - Epoch [13][6500/7330] lr: 1.000e-04, eta: 2 days, 21:55:57, time: 1.461, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1792, s0.loss_cls: 0.1592, s0.acc: 94.1621, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1932, s1.loss_cls: 0.0752, s1.acc: 94.5400, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0906, s2.loss_cls: 0.0381, s2.acc: 94.3053, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0429, loss: 1.0810 2022-05-13 19:46:45,208 - mmdet - INFO - Epoch [13][6550/7330] lr: 1.000e-04, eta: 2 days, 21:54:41, time: 1.463, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1780, s0.loss_cls: 0.1577, s0.acc: 94.2756, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1947, s1.loss_cls: 0.0728, s1.acc: 94.7280, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0913, s2.loss_cls: 0.0371, s2.acc: 94.4629, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0428, loss: 1.0805 2022-05-13 19:47:58,311 - mmdet - INFO - Epoch [13][6600/7330] lr: 1.000e-04, eta: 2 days, 21:53:25, time: 1.462, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1781, s0.loss_cls: 0.1661, s0.acc: 94.0664, s0.loss_bbox: 0.0943, s0.loss_mask: 0.2036, s1.loss_cls: 0.0773, s1.acc: 94.4730, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0958, s2.loss_cls: 0.0393, s2.acc: 94.3580, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0449, loss: 1.1199 2022-05-13 19:49:11,316 - mmdet - INFO - Epoch [13][6650/7330] lr: 1.000e-04, eta: 2 days, 21:52:08, time: 1.460, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1789, s0.loss_cls: 0.1691, s0.acc: 93.8884, s0.loss_bbox: 0.0964, s0.loss_mask: 0.2030, s1.loss_cls: 0.0784, s1.acc: 94.3803, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0956, s2.loss_cls: 0.0398, s2.acc: 94.1410, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0451, loss: 1.1303 2022-05-13 19:50:24,152 - mmdet - INFO - Epoch [13][6700/7330] lr: 1.000e-04, eta: 2 days, 21:50:51, time: 1.457, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1608, s0.loss_cls: 0.1555, s0.acc: 94.4214, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1918, s1.loss_cls: 0.0714, s1.acc: 94.9130, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0909, s2.loss_cls: 0.0367, s2.acc: 94.6356, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0424, loss: 1.0452 2022-05-13 19:51:37,993 - mmdet - INFO - Epoch [13][6750/7330] lr: 1.000e-04, eta: 2 days, 21:49:36, time: 1.477, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1850, s0.loss_cls: 0.1648, s0.acc: 94.0044, s0.loss_bbox: 0.0937, s0.loss_mask: 0.1965, s1.loss_cls: 0.0765, s1.acc: 94.4655, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0927, s2.loss_cls: 0.0385, s2.acc: 94.2815, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0435, loss: 1.1131 2022-05-13 19:52:50,453 - mmdet - INFO - Epoch [13][6800/7330] lr: 1.000e-04, eta: 2 days, 21:48:18, time: 1.449, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1536, s0.acc: 94.4597, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1982, s1.loss_cls: 0.0729, s1.acc: 94.7127, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0942, s2.loss_cls: 0.0369, s2.acc: 94.4477, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0440, loss: 1.0707 2022-05-13 19:54:04,769 - mmdet - INFO - Epoch [13][6850/7330] lr: 1.000e-04, eta: 2 days, 21:47:04, time: 1.486, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1846, s0.loss_cls: 0.1674, s0.acc: 94.0642, s0.loss_bbox: 0.0978, s0.loss_mask: 0.1987, s1.loss_cls: 0.0785, s1.acc: 94.4896, s1.loss_bbox: 0.1052, s1.loss_mask: 0.0932, s2.loss_cls: 0.0400, s2.acc: 94.2400, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0440, loss: 1.1287 2022-05-13 19:55:17,853 - mmdet - INFO - Epoch [13][6900/7330] lr: 1.000e-04, eta: 2 days, 21:45:48, time: 1.462, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1531, s0.acc: 94.4717, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1912, s1.loss_cls: 0.0713, s1.acc: 94.9082, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0894, s2.loss_cls: 0.0359, s2.acc: 94.7346, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0417, loss: 1.0536 2022-05-13 19:56:30,860 - mmdet - INFO - Epoch [13][6950/7330] lr: 1.000e-04, eta: 2 days, 21:44:31, time: 1.460, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1646, s0.loss_cls: 0.1517, s0.acc: 94.4551, s0.loss_bbox: 0.0937, s0.loss_mask: 0.1964, s1.loss_cls: 0.0709, s1.acc: 94.8088, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0933, s2.loss_cls: 0.0357, s2.acc: 94.5503, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0438, loss: 1.0618 2022-05-13 19:57:43,584 - mmdet - INFO - Epoch [13][7000/7330] lr: 1.000e-04, eta: 2 days, 21:43:14, time: 1.454, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1806, s0.loss_cls: 0.1639, s0.acc: 94.0515, s0.loss_bbox: 0.0963, s0.loss_mask: 0.1998, s1.loss_cls: 0.0765, s1.acc: 94.4839, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0937, s2.loss_cls: 0.0392, s2.acc: 94.2690, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0445, loss: 1.1122 2022-05-13 19:58:57,824 - mmdet - INFO - Epoch [13][7050/7330] lr: 1.000e-04, eta: 2 days, 21:41:59, time: 1.483, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1698, s0.loss_cls: 0.1735, s0.acc: 93.7590, s0.loss_bbox: 0.0977, s0.loss_mask: 0.1959, s1.loss_cls: 0.0809, s1.acc: 94.2051, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0921, s2.loss_cls: 0.0411, s2.acc: 93.8807, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0434, loss: 1.1162 2022-05-13 20:00:11,465 - mmdet - INFO - Epoch [13][7100/7330] lr: 1.000e-04, eta: 2 days, 21:40:44, time: 1.475, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1506, s0.acc: 94.5601, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1888, s1.loss_cls: 0.0696, s1.acc: 94.9541, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0886, s2.loss_cls: 0.0353, s2.acc: 94.7478, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0418, loss: 1.0346 2022-05-13 20:01:24,202 - mmdet - INFO - Epoch [13][7150/7330] lr: 1.000e-04, eta: 2 days, 21:39:27, time: 1.455, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1821, s0.loss_cls: 0.1606, s0.acc: 94.2129, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1942, s1.loss_cls: 0.0743, s1.acc: 94.6835, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0909, s2.loss_cls: 0.0382, s2.acc: 94.5145, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0429, loss: 1.0893 2022-05-13 20:02:38,689 - mmdet - INFO - Epoch [13][7200/7330] lr: 1.000e-04, eta: 2 days, 21:38:13, time: 1.490, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1788, s0.loss_cls: 0.1616, s0.acc: 94.1355, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1993, s1.loss_cls: 0.0744, s1.acc: 94.5571, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0931, s2.loss_cls: 0.0374, s2.acc: 94.4162, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0437, loss: 1.0960 2022-05-13 20:03:51,853 - mmdet - INFO - Epoch [13][7250/7330] lr: 1.000e-04, eta: 2 days, 21:36:57, time: 1.463, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1629, s0.loss_cls: 0.1595, s0.acc: 94.1372, s0.loss_bbox: 0.0947, s0.loss_mask: 0.2008, s1.loss_cls: 0.0726, s1.acc: 94.6415, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0939, s2.loss_cls: 0.0370, s2.acc: 94.4534, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0442, loss: 1.0834 2022-05-13 20:05:05,201 - mmdet - INFO - Epoch [13][7300/7330] lr: 1.000e-04, eta: 2 days, 21:35:41, time: 1.467, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1539, s0.acc: 94.3906, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1910, s1.loss_cls: 0.0715, s1.acc: 94.7758, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0894, s2.loss_cls: 0.0365, s2.acc: 94.5572, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0423, loss: 1.0588 2022-05-13 20:06:04,515 - mmdet - INFO - Saving checkpoint at 13 epochs 2022-05-13 20:11:37,513 - mmdet - INFO - Evaluating bbox... 2022-05-13 20:12:29,112 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.553 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.743 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.612 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.399 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.598 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.686 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.724 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.724 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.724 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.759 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.852 2022-05-13 20:12:29,113 - mmdet - INFO - Evaluating segm... 2022-05-13 20:13:24,722 - 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 ] = 0.724 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.531 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.295 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.520 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.668 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.479 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.663 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.772 2022-05-13 20:13:25,724 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-13 20:13:25,725 - mmdet - INFO - Epoch(val) [13][313] bbox_mAP: 0.5530, bbox_mAP_50: 0.7430, bbox_mAP_75: 0.6120, bbox_mAP_s: 0.3990, bbox_mAP_m: 0.5980, bbox_mAP_l: 0.6860, bbox_mAP_copypaste: 0.553 0.743 0.612 0.399 0.598 0.686, segm_mAP: 0.4840, segm_mAP_50: 0.7240, segm_mAP_75: 0.5310, segm_mAP_s: 0.2950, segm_mAP_m: 0.5200, segm_mAP_l: 0.6680, segm_mAP_copypaste: 0.484 0.724 0.531 0.295 0.520 0.668 2022-05-13 20:19:07,264 - mmdet - INFO - Epoch [14][50/7330] lr: 1.000e-04, eta: 2 days, 21:40:16, time: 6.829, data_time: 5.384, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1711, s0.loss_cls: 0.1556, s0.acc: 94.2881, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1990, s1.loss_cls: 0.0719, s1.acc: 94.7133, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0942, s2.loss_cls: 0.0359, s2.acc: 94.4953, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0446, loss: 1.0762 2022-05-13 20:20:19,958 - mmdet - INFO - Epoch [14][100/7330] lr: 1.000e-04, eta: 2 days, 21:38:58, time: 1.454, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1729, s0.loss_cls: 0.1466, s0.acc: 94.6987, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1941, s1.loss_cls: 0.0679, s1.acc: 95.1586, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0914, s2.loss_cls: 0.0346, s2.acc: 94.9299, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0429, loss: 1.0441 2022-05-13 20:21:33,519 - mmdet - INFO - Epoch [14][150/7330] lr: 1.000e-04, eta: 2 days, 21:37:42, time: 1.469, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1723, s0.loss_cls: 0.1517, s0.acc: 94.3630, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1931, s1.loss_cls: 0.0699, s1.acc: 94.7588, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0914, s2.loss_cls: 0.0357, s2.acc: 94.5973, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0432, loss: 1.0632 2022-05-13 20:22:47,130 - mmdet - INFO - Epoch [14][200/7330] lr: 1.000e-04, eta: 2 days, 21:36:26, time: 1.474, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1744, s0.loss_cls: 0.1514, s0.acc: 94.5039, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1957, s1.loss_cls: 0.0700, s1.acc: 94.9799, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0926, s2.loss_cls: 0.0357, s2.acc: 94.7013, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0438, loss: 1.0619 2022-05-13 20:24:00,762 - mmdet - INFO - Epoch [14][250/7330] lr: 1.000e-04, eta: 2 days, 21:35:11, time: 1.473, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1766, s0.loss_cls: 0.1582, s0.acc: 94.2129, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1919, s1.loss_cls: 0.0744, s1.acc: 94.6143, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0904, s2.loss_cls: 0.0373, s2.acc: 94.5780, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0425, loss: 1.0734 2022-05-13 20:25:12,601 - mmdet - INFO - Epoch [14][300/7330] lr: 1.000e-04, eta: 2 days, 21:33:52, time: 1.437, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1719, s0.loss_cls: 0.1568, s0.acc: 94.4001, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1921, s1.loss_cls: 0.0728, s1.acc: 94.8877, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0904, s2.loss_cls: 0.0370, s2.acc: 94.6437, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0424, loss: 1.0606 2022-05-13 20:26:25,596 - mmdet - INFO - Epoch [14][350/7330] lr: 1.000e-04, eta: 2 days, 21:32:35, time: 1.460, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1692, s0.loss_cls: 0.1490, s0.acc: 94.5325, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1876, s1.loss_cls: 0.0681, s1.acc: 95.0477, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0886, s2.loss_cls: 0.0346, s2.acc: 94.9363, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0419, loss: 1.0289 2022-05-13 20:27:38,457 - mmdet - INFO - Epoch [14][400/7330] lr: 1.000e-04, eta: 2 days, 21:31:18, time: 1.457, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1628, s0.loss_cls: 0.1510, s0.acc: 94.4333, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1955, s1.loss_cls: 0.0694, s1.acc: 94.9087, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0918, s2.loss_cls: 0.0354, s2.acc: 94.7874, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0435, loss: 1.0468 2022-05-13 20:28:51,228 - mmdet - INFO - Epoch [14][450/7330] lr: 1.000e-04, eta: 2 days, 21:30:00, time: 1.455, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1604, s0.loss_cls: 0.1450, s0.acc: 94.6687, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1903, s1.loss_cls: 0.0668, s1.acc: 95.1462, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0901, s2.loss_cls: 0.0337, s2.acc: 95.0242, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0427, loss: 1.0214 2022-05-13 20:30:04,283 - mmdet - INFO - Epoch [14][500/7330] lr: 1.000e-04, eta: 2 days, 21:28:44, time: 1.461, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1743, s0.loss_cls: 0.1560, s0.acc: 94.0876, s0.loss_bbox: 0.0951, s0.loss_mask: 0.2000, s1.loss_cls: 0.0731, s1.acc: 94.4803, s1.loss_bbox: 0.1055, s1.loss_mask: 0.0943, s2.loss_cls: 0.0372, s2.acc: 94.3052, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0446, loss: 1.0941 2022-05-13 20:31:18,041 - mmdet - INFO - Epoch [14][550/7330] lr: 1.000e-04, eta: 2 days, 21:27:28, time: 1.475, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1514, s0.acc: 94.4431, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1904, s1.loss_cls: 0.0703, s1.acc: 94.8781, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0897, s2.loss_cls: 0.0359, s2.acc: 94.6896, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0425, loss: 1.0504 2022-05-13 20:32:30,860 - mmdet - INFO - Epoch [14][600/7330] lr: 1.000e-04, eta: 2 days, 21:26:11, time: 1.456, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1736, s0.loss_cls: 0.1484, s0.acc: 94.5833, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1943, s1.loss_cls: 0.0685, s1.acc: 95.0190, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0909, s2.loss_cls: 0.0350, s2.acc: 94.7894, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0429, loss: 1.0466 2022-05-13 20:33:43,396 - mmdet - INFO - Epoch [14][650/7330] lr: 1.000e-04, eta: 2 days, 21:24:53, time: 1.451, data_time: 0.024, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1711, s0.loss_cls: 0.1465, s0.acc: 94.6533, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1960, s1.loss_cls: 0.0681, s1.acc: 95.0375, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0921, s2.loss_cls: 0.0344, s2.acc: 94.8526, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0435, loss: 1.0442 2022-05-13 20:34:56,111 - mmdet - INFO - Epoch [14][700/7330] lr: 1.000e-04, eta: 2 days, 21:23:36, time: 1.454, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1503, s0.acc: 94.5107, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1955, s1.loss_cls: 0.0702, s1.acc: 94.8469, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0917, s2.loss_cls: 0.0352, s2.acc: 94.7598, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0429, loss: 1.0508 2022-05-13 20:36:08,626 - mmdet - INFO - Epoch [14][750/7330] lr: 1.000e-04, eta: 2 days, 21:22:18, time: 1.450, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1633, s0.loss_cls: 0.1535, s0.acc: 94.3093, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1946, s1.loss_cls: 0.0714, s1.acc: 94.6555, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0917, s2.loss_cls: 0.0370, s2.acc: 94.4518, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0434, loss: 1.0522 2022-05-13 20:37:20,957 - mmdet - INFO - Epoch [14][800/7330] lr: 1.000e-04, eta: 2 days, 21:21:00, time: 1.447, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1705, s0.loss_cls: 0.1608, s0.acc: 94.2656, s0.loss_bbox: 0.0940, s0.loss_mask: 0.2014, s1.loss_cls: 0.0745, s1.acc: 94.7315, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0949, s2.loss_cls: 0.0377, s2.acc: 94.5030, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0450, loss: 1.0975 2022-05-13 20:38:33,802 - mmdet - INFO - Epoch [14][850/7330] lr: 1.000e-04, eta: 2 days, 21:19:43, time: 1.457, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1510, s0.acc: 94.5862, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1875, s1.loss_cls: 0.0693, s1.acc: 95.0311, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0887, s2.loss_cls: 0.0350, s2.acc: 94.9137, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0414, loss: 1.0319 2022-05-13 20:39:46,214 - mmdet - INFO - Epoch [14][900/7330] lr: 1.000e-04, eta: 2 days, 21:18:25, time: 1.448, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1692, s0.loss_cls: 0.1492, s0.acc: 94.4507, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1939, s1.loss_cls: 0.0682, s1.acc: 94.9498, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0908, s2.loss_cls: 0.0347, s2.acc: 94.7527, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0426, loss: 1.0455 2022-05-13 20:40:59,774 - mmdet - INFO - Epoch [14][950/7330] lr: 1.000e-04, eta: 2 days, 21:17:09, time: 1.471, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1795, s0.loss_cls: 0.1565, s0.acc: 94.2205, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1890, s1.loss_cls: 0.0720, s1.acc: 94.6544, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0890, s2.loss_cls: 0.0363, s2.acc: 94.4972, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0422, loss: 1.0652 2022-05-13 20:42:12,733 - mmdet - INFO - Epoch [14][1000/7330] lr: 1.000e-04, eta: 2 days, 21:15:53, time: 1.459, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1783, s0.loss_cls: 0.1548, s0.acc: 94.3838, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1880, s1.loss_cls: 0.0724, s1.acc: 94.7725, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0888, s2.loss_cls: 0.0362, s2.acc: 94.6406, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0418, loss: 1.0561 2022-05-13 20:43:26,263 - mmdet - INFO - Epoch [14][1050/7330] lr: 1.000e-04, eta: 2 days, 21:14:37, time: 1.470, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1595, s0.loss_cls: 0.1578, s0.acc: 94.1860, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1933, s1.loss_cls: 0.0729, s1.acc: 94.6972, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0908, s2.loss_cls: 0.0370, s2.acc: 94.5290, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0429, loss: 1.0559 2022-05-13 20:44:38,507 - mmdet - INFO - Epoch [14][1100/7330] lr: 1.000e-04, eta: 2 days, 21:13:19, time: 1.445, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1844, s0.loss_cls: 0.1544, s0.acc: 94.4436, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1851, s1.loss_cls: 0.0706, s1.acc: 95.0194, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0874, s2.loss_cls: 0.0356, s2.acc: 94.8230, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0409, loss: 1.0448 2022-05-13 20:45:52,112 - mmdet - INFO - Epoch [14][1150/7330] lr: 1.000e-04, eta: 2 days, 21:12:03, time: 1.472, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1568, s0.acc: 94.1814, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1981, s1.loss_cls: 0.0721, s1.acc: 94.7330, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0930, s2.loss_cls: 0.0367, s2.acc: 94.4889, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0437, loss: 1.0766 2022-05-13 20:47:04,040 - mmdet - INFO - Epoch [14][1200/7330] lr: 1.000e-04, eta: 2 days, 21:10:44, time: 1.439, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1792, s0.loss_cls: 0.1538, s0.acc: 94.2607, s0.loss_bbox: 0.0927, s0.loss_mask: 0.1992, s1.loss_cls: 0.0711, s1.acc: 94.6869, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0931, s2.loss_cls: 0.0366, s2.acc: 94.4988, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0440, loss: 1.0805 2022-05-13 20:48:15,668 - mmdet - INFO - Epoch [14][1250/7330] lr: 1.000e-04, eta: 2 days, 21:09:25, time: 1.432, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1506, s0.acc: 94.6057, s0.loss_bbox: 0.0926, s0.loss_mask: 0.2046, s1.loss_cls: 0.0697, s1.acc: 95.0251, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0963, s2.loss_cls: 0.0353, s2.acc: 94.8916, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0455, loss: 1.0821 2022-05-13 20:49:29,324 - mmdet - INFO - Epoch [14][1300/7330] lr: 1.000e-04, eta: 2 days, 21:08:09, time: 1.474, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1599, s0.acc: 94.0974, s0.loss_bbox: 0.0947, s0.loss_mask: 0.1978, s1.loss_cls: 0.0733, s1.acc: 94.6579, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0935, s2.loss_cls: 0.0380, s2.acc: 94.4037, s2.loss_bbox: 0.0681, s2.loss_mask: 0.0443, loss: 1.0920 2022-05-13 20:50:42,630 - mmdet - INFO - Epoch [14][1350/7330] lr: 1.000e-04, eta: 2 days, 21:06:53, time: 1.466, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1703, s0.loss_cls: 0.1517, s0.acc: 94.5015, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1953, s1.loss_cls: 0.0703, s1.acc: 95.0492, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0914, s2.loss_cls: 0.0357, s2.acc: 94.8441, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0436, loss: 1.0627 2022-05-13 20:51:55,903 - mmdet - INFO - Epoch [14][1400/7330] lr: 1.000e-04, eta: 2 days, 21:05:37, time: 1.466, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1639, s0.loss_cls: 0.1556, s0.acc: 94.4126, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1968, s1.loss_cls: 0.0711, s1.acc: 94.8888, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0930, s2.loss_cls: 0.0364, s2.acc: 94.6811, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0437, loss: 1.0683 2022-05-13 20:53:09,084 - mmdet - INFO - Epoch [14][1450/7330] lr: 1.000e-04, eta: 2 days, 21:04:20, time: 1.464, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1523, s0.acc: 94.2874, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1935, s1.loss_cls: 0.0708, s1.acc: 94.7068, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0919, s2.loss_cls: 0.0360, s2.acc: 94.4970, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0434, loss: 1.0573 2022-05-13 20:54:21,836 - mmdet - INFO - Epoch [14][1500/7330] lr: 1.000e-04, eta: 2 days, 21:03:03, time: 1.455, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1816, s0.loss_cls: 0.1562, s0.acc: 94.3140, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1960, s1.loss_cls: 0.0727, s1.acc: 94.7282, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0930, s2.loss_cls: 0.0370, s2.acc: 94.5456, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0437, loss: 1.0840 2022-05-13 20:55:35,187 - mmdet - INFO - Epoch [14][1550/7330] lr: 1.000e-04, eta: 2 days, 21:01:47, time: 1.467, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1699, s0.loss_cls: 0.1539, s0.acc: 94.2859, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1946, s1.loss_cls: 0.0714, s1.acc: 94.6746, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0922, s2.loss_cls: 0.0360, s2.acc: 94.5769, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0436, loss: 1.0654 2022-05-13 20:56:47,758 - mmdet - INFO - Epoch [14][1600/7330] lr: 1.000e-04, eta: 2 days, 21:00:29, time: 1.451, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1687, s0.loss_cls: 0.1572, s0.acc: 94.2505, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1927, s1.loss_cls: 0.0718, s1.acc: 94.7943, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0906, s2.loss_cls: 0.0366, s2.acc: 94.5657, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0427, loss: 1.0600 2022-05-13 20:58:00,024 - mmdet - INFO - Epoch [14][1650/7330] lr: 1.000e-04, eta: 2 days, 20:59:11, time: 1.446, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1760, s0.loss_cls: 0.1576, s0.acc: 94.2502, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1916, s1.loss_cls: 0.0727, s1.acc: 94.6857, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0906, s2.loss_cls: 0.0369, s2.acc: 94.5320, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0426, loss: 1.0677 2022-05-13 20:59:13,114 - mmdet - INFO - Epoch [14][1700/7330] lr: 1.000e-04, eta: 2 days, 20:57:55, time: 1.462, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1598, s0.acc: 94.1099, s0.loss_bbox: 0.0936, s0.loss_mask: 0.1956, s1.loss_cls: 0.0735, s1.acc: 94.5798, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0921, s2.loss_cls: 0.0375, s2.acc: 94.3354, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0434, loss: 1.0870 2022-05-13 21:00:26,108 - mmdet - INFO - Epoch [14][1750/7330] lr: 1.000e-04, eta: 2 days, 20:56:38, time: 1.459, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1681, s0.loss_cls: 0.1514, s0.acc: 94.4519, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1940, s1.loss_cls: 0.0691, s1.acc: 94.9393, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0913, s2.loss_cls: 0.0354, s2.acc: 94.7371, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0431, loss: 1.0522 2022-05-13 21:01:38,043 - mmdet - INFO - Epoch [14][1800/7330] lr: 1.000e-04, eta: 2 days, 20:55:19, time: 1.439, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1553, s0.acc: 94.4160, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1949, s1.loss_cls: 0.0714, s1.acc: 94.8042, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0912, s2.loss_cls: 0.0367, s2.acc: 94.6190, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0430, loss: 1.0729 2022-05-13 21:02:49,709 - mmdet - INFO - Epoch [14][1850/7330] lr: 1.000e-04, eta: 2 days, 20:54:00, time: 1.433, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1329, s0.acc: 95.0488, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1957, s1.loss_cls: 0.0593, s1.acc: 95.5548, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0924, s2.loss_cls: 0.0308, s2.acc: 95.2835, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0439, loss: 0.9985 2022-05-13 21:04:01,844 - mmdet - INFO - Epoch [14][1900/7330] lr: 1.000e-04, eta: 2 days, 20:52:42, time: 1.442, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1757, s0.loss_cls: 0.1486, s0.acc: 94.5662, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1984, s1.loss_cls: 0.0689, s1.acc: 94.9082, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0929, s2.loss_cls: 0.0348, s2.acc: 94.7945, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0436, loss: 1.0627 2022-05-13 21:05:13,988 - mmdet - INFO - Epoch [14][1950/7330] lr: 1.000e-04, eta: 2 days, 20:51:24, time: 1.443, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1721, s0.loss_cls: 0.1515, s0.acc: 94.5242, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1944, s1.loss_cls: 0.0707, s1.acc: 94.9118, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0920, s2.loss_cls: 0.0354, s2.acc: 94.7676, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0436, loss: 1.0533 2022-05-13 21:06:25,384 - mmdet - INFO - Epoch [14][2000/7330] lr: 1.000e-04, eta: 2 days, 20:50:04, time: 1.428, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1493, s0.acc: 94.5383, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1972, s1.loss_cls: 0.0694, s1.acc: 94.9732, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0925, s2.loss_cls: 0.0352, s2.acc: 94.7204, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0435, loss: 1.0543 2022-05-13 21:07:36,916 - mmdet - INFO - Epoch [14][2050/7330] lr: 1.000e-04, eta: 2 days, 20:48:45, time: 1.430, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1719, s0.loss_cls: 0.1438, s0.acc: 94.6038, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1957, s1.loss_cls: 0.0656, s1.acc: 95.0931, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0916, s2.loss_cls: 0.0334, s2.acc: 94.8612, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0432, loss: 1.0348 2022-05-13 21:08:48,322 - mmdet - INFO - Epoch [14][2100/7330] lr: 1.000e-04, eta: 2 days, 20:47:26, time: 1.428, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1472, s0.acc: 94.6038, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1941, s1.loss_cls: 0.0675, s1.acc: 95.0898, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0916, s2.loss_cls: 0.0347, s2.acc: 94.9355, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0433, loss: 1.0366 2022-05-13 21:10:00,231 - mmdet - INFO - Epoch [14][2150/7330] lr: 1.000e-04, eta: 2 days, 20:46:07, time: 1.438, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1719, s0.loss_cls: 0.1363, s0.acc: 95.0349, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1881, s1.loss_cls: 0.0627, s1.acc: 95.4137, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0885, s2.loss_cls: 0.0316, s2.acc: 95.3369, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0418, loss: 0.9998 2022-05-13 21:11:12,493 - mmdet - INFO - Epoch [14][2200/7330] lr: 1.000e-04, eta: 2 days, 20:44:49, time: 1.445, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1482, s0.acc: 94.5225, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1901, s1.loss_cls: 0.0694, s1.acc: 94.8679, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0896, s2.loss_cls: 0.0355, s2.acc: 94.7279, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0421, loss: 1.0223 2022-05-13 21:12:25,676 - mmdet - INFO - Epoch [14][2250/7330] lr: 1.000e-04, eta: 2 days, 20:43:33, time: 1.464, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1549, s0.acc: 94.3633, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1948, s1.loss_cls: 0.0726, s1.acc: 94.7404, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0915, s2.loss_cls: 0.0365, s2.acc: 94.5683, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0430, loss: 1.0554 2022-05-13 21:13:37,313 - mmdet - INFO - Epoch [14][2300/7330] lr: 1.000e-04, eta: 2 days, 20:42:14, time: 1.433, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1462, s0.acc: 94.6443, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1928, s1.loss_cls: 0.0671, s1.acc: 95.0868, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0901, s2.loss_cls: 0.0341, s2.acc: 94.9378, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0427, loss: 1.0303 2022-05-13 21:14:49,635 - mmdet - INFO - Epoch [14][2350/7330] lr: 1.000e-04, eta: 2 days, 20:40:56, time: 1.446, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1837, s0.loss_cls: 0.1516, s0.acc: 94.6028, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1971, s1.loss_cls: 0.0703, s1.acc: 94.9857, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0927, s2.loss_cls: 0.0352, s2.acc: 94.8999, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0436, loss: 1.0601 2022-05-13 21:16:01,899 - mmdet - INFO - Epoch [14][2400/7330] lr: 1.000e-04, eta: 2 days, 20:39:38, time: 1.446, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1640, s0.loss_cls: 0.1484, s0.acc: 94.5493, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1932, s1.loss_cls: 0.0685, s1.acc: 94.9632, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0910, s2.loss_cls: 0.0350, s2.acc: 94.7531, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0431, loss: 1.0317 2022-05-13 21:17:14,486 - mmdet - INFO - Epoch [14][2450/7330] lr: 1.000e-04, eta: 2 days, 20:38:20, time: 1.452, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1651, s0.loss_cls: 0.1485, s0.acc: 94.5081, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1964, s1.loss_cls: 0.0689, s1.acc: 94.8300, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0922, s2.loss_cls: 0.0353, s2.acc: 94.5974, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0435, loss: 1.0373 2022-05-13 21:18:27,517 - mmdet - INFO - Epoch [14][2500/7330] lr: 1.000e-04, eta: 2 days, 20:37:04, time: 1.461, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1750, s0.loss_cls: 0.1457, s0.acc: 94.6289, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1915, s1.loss_cls: 0.0674, s1.acc: 95.0607, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0899, s2.loss_cls: 0.0347, s2.acc: 94.8318, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0423, loss: 1.0292 2022-05-13 21:19:40,364 - mmdet - INFO - Epoch [14][2550/7330] lr: 1.000e-04, eta: 2 days, 20:35:47, time: 1.457, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1532, s0.acc: 94.4036, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1981, s1.loss_cls: 0.0703, s1.acc: 94.8127, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0930, s2.loss_cls: 0.0358, s2.acc: 94.5777, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0444, loss: 1.0699 2022-05-13 21:20:53,622 - mmdet - INFO - Epoch [14][2600/7330] lr: 1.000e-04, eta: 2 days, 20:34:31, time: 1.466, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1574, s0.acc: 94.1416, s0.loss_bbox: 0.0961, s0.loss_mask: 0.2044, s1.loss_cls: 0.0731, s1.acc: 94.6353, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0959, s2.loss_cls: 0.0370, s2.acc: 94.4171, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0453, loss: 1.0985 2022-05-13 21:22:06,120 - mmdet - INFO - Epoch [14][2650/7330] lr: 1.000e-04, eta: 2 days, 20:33:13, time: 1.450, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1693, s0.loss_cls: 0.1509, s0.acc: 94.4609, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1939, s1.loss_cls: 0.0701, s1.acc: 94.9468, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0913, s2.loss_cls: 0.0357, s2.acc: 94.8021, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0431, loss: 1.0546 2022-05-13 21:23:19,121 - mmdet - INFO - Epoch [14][2700/7330] lr: 1.000e-04, eta: 2 days, 20:31:56, time: 1.460, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1712, s0.loss_cls: 0.1351, s0.acc: 95.0352, s0.loss_bbox: 0.0795, s0.loss_mask: 0.1879, s1.loss_cls: 0.0625, s1.acc: 95.4308, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0886, s2.loss_cls: 0.0318, s2.acc: 95.3332, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0417, loss: 0.9846 2022-05-13 21:24:31,999 - mmdet - INFO - Epoch [14][2750/7330] lr: 1.000e-04, eta: 2 days, 20:30:40, time: 1.458, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1782, s0.loss_cls: 0.1530, s0.acc: 94.3735, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1909, s1.loss_cls: 0.0695, s1.acc: 94.8552, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0895, s2.loss_cls: 0.0354, s2.acc: 94.6277, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0419, loss: 1.0611 2022-05-13 21:25:44,758 - mmdet - INFO - Epoch [14][2800/7330] lr: 1.000e-04, eta: 2 days, 20:29:23, time: 1.455, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1619, s0.acc: 94.1130, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1992, s1.loss_cls: 0.0766, s1.acc: 94.4722, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0938, s2.loss_cls: 0.0391, s2.acc: 94.2897, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0443, loss: 1.0959 2022-05-13 21:26:57,735 - mmdet - INFO - Epoch [14][2850/7330] lr: 1.000e-04, eta: 2 days, 20:28:06, time: 1.460, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1687, s0.loss_cls: 0.1514, s0.acc: 94.4070, s0.loss_bbox: 0.0927, s0.loss_mask: 0.1974, s1.loss_cls: 0.0704, s1.acc: 94.8039, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0933, s2.loss_cls: 0.0357, s2.acc: 94.5922, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0441, loss: 1.0683 2022-05-13 21:28:09,915 - mmdet - INFO - Epoch [14][2900/7330] lr: 1.000e-04, eta: 2 days, 20:26:48, time: 1.444, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1755, s0.loss_cls: 0.1532, s0.acc: 94.4358, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1922, s1.loss_cls: 0.0703, s1.acc: 94.8896, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0900, s2.loss_cls: 0.0357, s2.acc: 94.7699, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0423, loss: 1.0586 2022-05-13 21:29:22,150 - mmdet - INFO - Epoch [14][2950/7330] lr: 1.000e-04, eta: 2 days, 20:25:30, time: 1.445, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1721, s0.loss_cls: 0.1568, s0.acc: 94.3218, s0.loss_bbox: 0.0927, s0.loss_mask: 0.1986, s1.loss_cls: 0.0719, s1.acc: 94.8596, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0933, s2.loss_cls: 0.0377, s2.acc: 94.5670, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0439, loss: 1.0834 2022-05-13 21:30:34,014 - mmdet - INFO - Epoch [14][3000/7330] lr: 1.000e-04, eta: 2 days, 20:24:11, time: 1.437, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1701, s0.loss_cls: 0.1481, s0.acc: 94.5566, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1902, s1.loss_cls: 0.0675, s1.acc: 95.0123, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0893, s2.loss_cls: 0.0345, s2.acc: 94.8231, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0420, loss: 1.0357 2022-05-13 21:31:46,220 - mmdet - INFO - Epoch [14][3050/7330] lr: 1.000e-04, eta: 2 days, 20:22:53, time: 1.444, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1691, s0.loss_cls: 0.1485, s0.acc: 94.6858, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1979, s1.loss_cls: 0.0674, s1.acc: 95.2203, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0936, s2.loss_cls: 0.0341, s2.acc: 95.0715, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0438, loss: 1.0458 2022-05-13 21:32:58,671 - mmdet - INFO - Epoch [14][3100/7330] lr: 1.000e-04, eta: 2 days, 20:21:36, time: 1.449, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1738, s0.loss_cls: 0.1556, s0.acc: 94.3181, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1969, s1.loss_cls: 0.0708, s1.acc: 94.9173, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0934, s2.loss_cls: 0.0358, s2.acc: 94.6165, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0440, loss: 1.0710 2022-05-13 21:34:11,333 - mmdet - INFO - Epoch [14][3150/7330] lr: 1.000e-04, eta: 2 days, 20:20:19, time: 1.453, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1786, s0.loss_cls: 0.1536, s0.acc: 94.3992, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1875, s1.loss_cls: 0.0701, s1.acc: 94.9178, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0883, s2.loss_cls: 0.0356, s2.acc: 94.7464, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0416, loss: 1.0543 2022-05-13 21:35:24,022 - mmdet - INFO - Epoch [14][3200/7330] lr: 1.000e-04, eta: 2 days, 20:19:01, time: 1.454, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1792, s0.loss_cls: 0.1479, s0.acc: 94.5142, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1949, s1.loss_cls: 0.0688, s1.acc: 94.8858, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0919, s2.loss_cls: 0.0356, s2.acc: 94.5850, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0433, loss: 1.0518 2022-05-13 21:36:37,606 - mmdet - INFO - Epoch [14][3250/7330] lr: 1.000e-04, eta: 2 days, 20:17:46, time: 1.470, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1759, s0.loss_cls: 0.1499, s0.acc: 94.4607, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1969, s1.loss_cls: 0.0685, s1.acc: 94.9885, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0923, s2.loss_cls: 0.0354, s2.acc: 94.7542, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0430, loss: 1.0570 2022-05-13 21:37:49,630 - mmdet - INFO - Epoch [14][3300/7330] lr: 1.000e-04, eta: 2 days, 20:16:27, time: 1.442, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1558, s0.acc: 94.4172, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1927, s1.loss_cls: 0.0710, s1.acc: 94.9291, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0912, s2.loss_cls: 0.0360, s2.acc: 94.7382, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0426, loss: 1.0629 2022-05-13 21:39:02,345 - mmdet - INFO - Epoch [14][3350/7330] lr: 1.000e-04, eta: 2 days, 20:15:10, time: 1.455, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1736, s0.loss_cls: 0.1436, s0.acc: 94.7336, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1905, s1.loss_cls: 0.0654, s1.acc: 95.2447, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0894, s2.loss_cls: 0.0335, s2.acc: 95.0904, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0422, loss: 1.0248 2022-05-13 21:40:13,943 - mmdet - INFO - Epoch [14][3400/7330] lr: 1.000e-04, eta: 2 days, 20:13:51, time: 1.432, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1384, s0.acc: 94.9663, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1867, s1.loss_cls: 0.0647, s1.acc: 95.3137, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0878, s2.loss_cls: 0.0332, s2.acc: 95.0524, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0414, loss: 0.9950 2022-05-13 21:41:27,164 - mmdet - INFO - Epoch [14][3450/7330] lr: 1.000e-04, eta: 2 days, 20:12:35, time: 1.464, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1616, s0.acc: 94.2488, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1937, s1.loss_cls: 0.0747, s1.acc: 94.7274, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0912, s2.loss_cls: 0.0376, s2.acc: 94.6253, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0432, loss: 1.0717 2022-05-13 21:42:39,830 - mmdet - INFO - Epoch [14][3500/7330] lr: 1.000e-04, eta: 2 days, 20:11:18, time: 1.453, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1776, s0.loss_cls: 0.1632, s0.acc: 94.1221, s0.loss_bbox: 0.0946, s0.loss_mask: 0.1975, s1.loss_cls: 0.0749, s1.acc: 94.5688, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0931, s2.loss_cls: 0.0377, s2.acc: 94.3801, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0440, loss: 1.0996 2022-05-13 21:43:53,207 - mmdet - INFO - Epoch [14][3550/7330] lr: 1.000e-04, eta: 2 days, 20:10:02, time: 1.467, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1523, s0.acc: 94.4180, s0.loss_bbox: 0.0912, s0.loss_mask: 0.1965, s1.loss_cls: 0.0701, s1.acc: 94.9005, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0924, s2.loss_cls: 0.0357, s2.acc: 94.7610, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0437, loss: 1.0659 2022-05-13 21:45:05,448 - mmdet - INFO - Epoch [14][3600/7330] lr: 1.000e-04, eta: 2 days, 20:08:44, time: 1.445, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1609, s0.loss_cls: 0.1430, s0.acc: 94.7822, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1935, s1.loss_cls: 0.0650, s1.acc: 95.2110, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0915, s2.loss_cls: 0.0326, s2.acc: 95.1796, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0438, loss: 1.0111 2022-05-13 21:46:16,974 - mmdet - INFO - Epoch [14][3650/7330] lr: 1.000e-04, eta: 2 days, 20:07:25, time: 1.430, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1480, s0.acc: 94.4956, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1966, s1.loss_cls: 0.0687, s1.acc: 94.8721, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0914, s2.loss_cls: 0.0347, s2.acc: 94.7556, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0432, loss: 1.0398 2022-05-13 21:47:29,664 - mmdet - INFO - Epoch [14][3700/7330] lr: 1.000e-04, eta: 2 days, 20:06:08, time: 1.454, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1511, s0.acc: 94.5090, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1970, s1.loss_cls: 0.0690, s1.acc: 94.9892, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0927, s2.loss_cls: 0.0359, s2.acc: 94.7116, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0434, loss: 1.0680 2022-05-13 21:48:42,654 - mmdet - INFO - Epoch [14][3750/7330] lr: 1.000e-04, eta: 2 days, 20:04:52, time: 1.460, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1542, s0.acc: 94.2959, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1935, s1.loss_cls: 0.0704, s1.acc: 94.8002, s1.loss_bbox: 0.1042, s1.loss_mask: 0.0915, s2.loss_cls: 0.0361, s2.acc: 94.6185, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0432, loss: 1.0661 2022-05-13 21:49:56,275 - mmdet - INFO - Epoch [14][3800/7330] lr: 1.000e-04, eta: 2 days, 20:03:36, time: 1.470, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0299, loss_semantic_seg: 0.1661, s0.loss_cls: 0.1563, s0.acc: 94.2788, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1963, s1.loss_cls: 0.0714, s1.acc: 94.7744, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0925, s2.loss_cls: 0.0369, s2.acc: 94.5345, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0433, loss: 1.0676 2022-05-13 21:51:08,588 - mmdet - INFO - Epoch [14][3850/7330] lr: 1.000e-04, eta: 2 days, 20:02:18, time: 1.448, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1745, s0.loss_cls: 0.1492, s0.acc: 94.6084, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1886, s1.loss_cls: 0.0695, s1.acc: 95.0993, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0889, s2.loss_cls: 0.0351, s2.acc: 94.8945, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0423, loss: 1.0352 2022-05-13 21:52:20,622 - mmdet - INFO - Epoch [14][3900/7330] lr: 1.000e-04, eta: 2 days, 20:01:00, time: 1.441, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1577, s0.acc: 94.3022, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1918, s1.loss_cls: 0.0711, s1.acc: 94.9055, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0904, s2.loss_cls: 0.0370, s2.acc: 94.5342, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0423, loss: 1.0689 2022-05-13 21:53:33,469 - mmdet - INFO - Epoch [14][3950/7330] lr: 1.000e-04, eta: 2 days, 19:59:43, time: 1.457, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1791, s0.loss_cls: 0.1480, s0.acc: 94.5300, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1974, s1.loss_cls: 0.0685, s1.acc: 94.9705, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0933, s2.loss_cls: 0.0355, s2.acc: 94.7297, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0438, loss: 1.0531 2022-05-13 21:54:46,474 - mmdet - INFO - Epoch [14][4000/7330] lr: 1.000e-04, eta: 2 days, 19:58:27, time: 1.460, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1762, s0.loss_cls: 0.1569, s0.acc: 94.3452, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1968, s1.loss_cls: 0.0713, s1.acc: 94.8782, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0926, s2.loss_cls: 0.0371, s2.acc: 94.5962, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0432, loss: 1.0759 2022-05-13 21:55:59,234 - mmdet - INFO - Epoch [14][4050/7330] lr: 1.000e-04, eta: 2 days, 19:57:10, time: 1.455, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1680, s0.loss_cls: 0.1498, s0.acc: 94.3906, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1944, s1.loss_cls: 0.0694, s1.acc: 94.8068, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0921, s2.loss_cls: 0.0357, s2.acc: 94.7318, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0434, loss: 1.0591 2022-05-13 21:57:11,172 - mmdet - INFO - Epoch [14][4100/7330] lr: 1.000e-04, eta: 2 days, 19:55:51, time: 1.439, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1767, s0.loss_cls: 0.1537, s0.acc: 94.4490, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1959, s1.loss_cls: 0.0716, s1.acc: 94.7962, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0918, s2.loss_cls: 0.0358, s2.acc: 94.7229, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0430, loss: 1.0669 2022-05-13 21:58:22,962 - mmdet - INFO - Epoch [14][4150/7330] lr: 1.000e-04, eta: 2 days, 19:54:33, time: 1.436, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1711, s0.loss_cls: 0.1537, s0.acc: 94.4407, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1920, s1.loss_cls: 0.0704, s1.acc: 94.8822, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0903, s2.loss_cls: 0.0361, s2.acc: 94.6765, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0426, loss: 1.0525 2022-05-13 21:59:35,403 - mmdet - INFO - Epoch [14][4200/7330] lr: 1.000e-04, eta: 2 days, 19:53:15, time: 1.449, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1712, s0.loss_cls: 0.1546, s0.acc: 94.4424, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1897, s1.loss_cls: 0.0711, s1.acc: 94.8884, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0898, s2.loss_cls: 0.0361, s2.acc: 94.7046, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0421, loss: 1.0558 2022-05-13 22:00:48,002 - mmdet - INFO - Epoch [14][4250/7330] lr: 1.000e-04, eta: 2 days, 19:51:58, time: 1.452, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1470, s0.acc: 94.6389, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1965, s1.loss_cls: 0.0672, s1.acc: 95.1501, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0924, s2.loss_cls: 0.0344, s2.acc: 94.9990, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0435, loss: 1.0495 2022-05-13 22:02:01,160 - mmdet - INFO - Epoch [14][4300/7330] lr: 1.000e-04, eta: 2 days, 19:50:42, time: 1.463, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1484, s0.acc: 94.5037, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1922, s1.loss_cls: 0.0684, s1.acc: 94.9731, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0910, s2.loss_cls: 0.0351, s2.acc: 94.7500, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0431, loss: 1.0377 2022-05-13 22:03:13,659 - mmdet - INFO - Epoch [14][4350/7330] lr: 1.000e-04, eta: 2 days, 19:49:25, time: 1.450, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1742, s0.loss_cls: 0.1591, s0.acc: 94.2664, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1916, s1.loss_cls: 0.0740, s1.acc: 94.6400, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0901, s2.loss_cls: 0.0370, s2.acc: 94.5791, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0426, loss: 1.0626 2022-05-13 22:04:26,556 - mmdet - INFO - Epoch [14][4400/7330] lr: 1.000e-04, eta: 2 days, 19:48:08, time: 1.458, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1645, s0.loss_cls: 0.1513, s0.acc: 94.4683, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1910, s1.loss_cls: 0.0684, s1.acc: 94.9531, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0897, s2.loss_cls: 0.0350, s2.acc: 94.7079, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0419, loss: 1.0311 2022-05-13 22:05:38,624 - mmdet - INFO - Epoch [14][4450/7330] lr: 1.000e-04, eta: 2 days, 19:46:50, time: 1.441, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1489, s0.acc: 94.5200, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1936, s1.loss_cls: 0.0685, s1.acc: 94.9593, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0918, s2.loss_cls: 0.0353, s2.acc: 94.6857, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0435, loss: 1.0579 2022-05-13 22:06:50,442 - mmdet - INFO - Epoch [14][4500/7330] lr: 1.000e-04, eta: 2 days, 19:45:31, time: 1.437, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1406, s0.acc: 94.8154, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1896, s1.loss_cls: 0.0655, s1.acc: 95.2073, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0885, s2.loss_cls: 0.0328, s2.acc: 95.1200, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0416, loss: 1.0108 2022-05-13 22:08:02,665 - mmdet - INFO - Epoch [14][4550/7330] lr: 1.000e-04, eta: 2 days, 19:44:14, time: 1.444, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1420, s0.acc: 94.7749, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1961, s1.loss_cls: 0.0666, s1.acc: 95.1254, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0924, s2.loss_cls: 0.0341, s2.acc: 94.8541, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0434, loss: 1.0334 2022-05-13 22:09:14,562 - mmdet - INFO - Epoch [14][4600/7330] lr: 1.000e-04, eta: 2 days, 19:42:55, time: 1.438, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1699, s0.loss_cls: 0.1384, s0.acc: 94.8796, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1917, s1.loss_cls: 0.0636, s1.acc: 95.3144, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0903, s2.loss_cls: 0.0326, s2.acc: 95.1660, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0426, loss: 1.0086 2022-05-13 22:10:26,701 - mmdet - INFO - Epoch [14][4650/7330] lr: 1.000e-04, eta: 2 days, 19:41:37, time: 1.443, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1387, s0.acc: 94.8274, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1942, s1.loss_cls: 0.0651, s1.acc: 95.1818, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0913, s2.loss_cls: 0.0325, s2.acc: 95.0773, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0430, loss: 1.0202 2022-05-13 22:11:39,351 - mmdet - INFO - Epoch [14][4700/7330] lr: 1.000e-04, eta: 2 days, 19:40:20, time: 1.453, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1681, s0.loss_cls: 0.1355, s0.acc: 94.8828, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1882, s1.loss_cls: 0.0632, s1.acc: 95.3845, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0882, s2.loss_cls: 0.0321, s2.acc: 95.1685, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0415, loss: 0.9976 2022-05-13 22:12:51,716 - mmdet - INFO - Epoch [14][4750/7330] lr: 1.000e-04, eta: 2 days, 19:39:03, time: 1.447, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1825, s0.loss_cls: 0.1531, s0.acc: 94.3694, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1927, s1.loss_cls: 0.0714, s1.acc: 94.7860, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0896, s2.loss_cls: 0.0356, s2.acc: 94.6640, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0423, loss: 1.0620 2022-05-13 22:14:03,857 - mmdet - INFO - Epoch [14][4800/7330] lr: 1.000e-04, eta: 2 days, 19:37:45, time: 1.443, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1747, s0.loss_cls: 0.1448, s0.acc: 94.6716, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1887, s1.loss_cls: 0.0660, s1.acc: 95.1551, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0894, s2.loss_cls: 0.0337, s2.acc: 94.9718, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0423, loss: 1.0216 2022-05-13 22:15:16,941 - mmdet - INFO - Epoch [14][4850/7330] lr: 1.000e-04, eta: 2 days, 19:36:29, time: 1.462, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1440, s0.acc: 94.6743, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1985, s1.loss_cls: 0.0660, s1.acc: 95.0740, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0935, s2.loss_cls: 0.0337, s2.acc: 94.8786, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0438, loss: 1.0432 2022-05-13 22:16:30,254 - mmdet - INFO - Epoch [14][4900/7330] lr: 1.000e-04, eta: 2 days, 19:35:13, time: 1.466, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0292, loss_semantic_seg: 0.1661, s0.loss_cls: 0.1413, s0.acc: 94.6938, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1929, s1.loss_cls: 0.0659, s1.acc: 95.1120, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0898, s2.loss_cls: 0.0336, s2.acc: 94.9428, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0423, loss: 1.0215 2022-05-13 22:17:42,888 - mmdet - INFO - Epoch [14][4950/7330] lr: 1.000e-04, eta: 2 days, 19:33:55, time: 1.453, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1708, s0.loss_cls: 0.1404, s0.acc: 94.8645, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1883, s1.loss_cls: 0.0654, s1.acc: 95.2491, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0894, s2.loss_cls: 0.0333, s2.acc: 95.0496, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0418, loss: 1.0060 2022-05-13 22:18:55,294 - mmdet - INFO - Epoch [14][5000/7330] lr: 1.000e-04, eta: 2 days, 19:32:38, time: 1.448, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1771, s0.loss_cls: 0.1524, s0.acc: 94.5100, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1916, s1.loss_cls: 0.0708, s1.acc: 94.9964, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0899, s2.loss_cls: 0.0358, s2.acc: 94.7068, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0426, loss: 1.0560 2022-05-13 22:20:08,023 - mmdet - INFO - Epoch [14][5050/7330] lr: 1.000e-04, eta: 2 days, 19:31:21, time: 1.455, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1613, s0.loss_cls: 0.1497, s0.acc: 94.5674, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1922, s1.loss_cls: 0.0684, s1.acc: 94.9970, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0906, s2.loss_cls: 0.0347, s2.acc: 94.8069, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0426, loss: 1.0350 2022-05-13 22:21:20,806 - mmdet - INFO - Epoch [14][5100/7330] lr: 1.000e-04, eta: 2 days, 19:30:04, time: 1.456, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1456, s0.acc: 94.5664, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1931, s1.loss_cls: 0.0673, s1.acc: 95.0745, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0911, s2.loss_cls: 0.0347, s2.acc: 94.7606, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0426, loss: 1.0513 2022-05-13 22:22:34,533 - mmdet - INFO - Epoch [14][5150/7330] lr: 1.000e-04, eta: 2 days, 19:28:49, time: 1.475, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1585, s0.acc: 94.1978, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1967, s1.loss_cls: 0.0729, s1.acc: 94.7334, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0928, s2.loss_cls: 0.0372, s2.acc: 94.5602, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0435, loss: 1.0821 2022-05-13 22:23:48,064 - mmdet - INFO - Epoch [14][5200/7330] lr: 1.000e-04, eta: 2 days, 19:27:33, time: 1.471, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1531, s0.acc: 94.3904, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1970, s1.loss_cls: 0.0711, s1.acc: 94.8750, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0922, s2.loss_cls: 0.0359, s2.acc: 94.7470, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0435, loss: 1.0526 2022-05-13 22:25:01,877 - mmdet - INFO - Epoch [14][5250/7330] lr: 1.000e-04, eta: 2 days, 19:26:18, time: 1.475, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1490, s0.acc: 94.5081, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1935, s1.loss_cls: 0.0693, s1.acc: 94.9407, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0910, s2.loss_cls: 0.0358, s2.acc: 94.6476, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0427, loss: 1.0463 2022-05-13 22:26:15,215 - mmdet - INFO - Epoch [14][5300/7330] lr: 1.000e-04, eta: 2 days, 19:25:02, time: 1.468, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1746, s0.loss_cls: 0.1558, s0.acc: 94.3296, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1843, s1.loss_cls: 0.0722, s1.acc: 94.7879, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0873, s2.loss_cls: 0.0370, s2.acc: 94.5777, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0415, loss: 1.0463 2022-05-13 22:27:29,331 - mmdet - INFO - Epoch [14][5350/7330] lr: 1.000e-04, eta: 2 days, 19:23:48, time: 1.482, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1785, s0.loss_cls: 0.1574, s0.acc: 94.1638, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1947, s1.loss_cls: 0.0745, s1.acc: 94.5649, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0914, s2.loss_cls: 0.0385, s2.acc: 94.2432, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0436, loss: 1.0881 2022-05-13 22:28:42,335 - mmdet - INFO - Epoch [14][5400/7330] lr: 1.000e-04, eta: 2 days, 19:22:31, time: 1.460, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1785, s0.loss_cls: 0.1603, s0.acc: 94.3013, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1944, s1.loss_cls: 0.0744, s1.acc: 94.7179, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0917, s2.loss_cls: 0.0372, s2.acc: 94.6297, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0428, loss: 1.0826 2022-05-13 22:29:54,903 - mmdet - INFO - Epoch [14][5450/7330] lr: 1.000e-04, eta: 2 days, 19:21:14, time: 1.452, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1745, s0.loss_cls: 0.1488, s0.acc: 94.4880, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1919, s1.loss_cls: 0.0690, s1.acc: 94.9782, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0916, s2.loss_cls: 0.0354, s2.acc: 94.6927, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0433, loss: 1.0415 2022-05-13 22:31:08,224 - mmdet - INFO - Epoch [14][5500/7330] lr: 1.000e-04, eta: 2 days, 19:19:58, time: 1.466, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1734, s0.loss_cls: 0.1638, s0.acc: 94.0288, s0.loss_bbox: 0.0932, s0.loss_mask: 0.1959, s1.loss_cls: 0.0774, s1.acc: 94.4422, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0915, s2.loss_cls: 0.0394, s2.acc: 94.1952, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0433, loss: 1.0940 2022-05-13 22:32:21,652 - mmdet - INFO - Epoch [14][5550/7330] lr: 1.000e-04, eta: 2 days, 19:18:42, time: 1.468, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1631, s0.acc: 94.0339, s0.loss_bbox: 0.0952, s0.loss_mask: 0.2008, s1.loss_cls: 0.0776, s1.acc: 94.3078, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0950, s2.loss_cls: 0.0397, s2.acc: 94.1326, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0450, loss: 1.1057 2022-05-13 22:33:34,887 - mmdet - INFO - Epoch [14][5600/7330] lr: 1.000e-04, eta: 2 days, 19:17:26, time: 1.464, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1769, s0.loss_cls: 0.1548, s0.acc: 94.3779, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1883, s1.loss_cls: 0.0725, s1.acc: 94.7685, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0894, s2.loss_cls: 0.0366, s2.acc: 94.6675, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0421, loss: 1.0496 2022-05-13 22:34:48,055 - mmdet - INFO - Epoch [14][5650/7330] lr: 1.000e-04, eta: 2 days, 19:16:10, time: 1.464, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1507, s0.acc: 94.5400, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1912, s1.loss_cls: 0.0693, s1.acc: 95.0560, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0902, s2.loss_cls: 0.0345, s2.acc: 94.8954, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0430, loss: 1.0442 2022-05-13 22:36:00,649 - mmdet - INFO - Epoch [14][5700/7330] lr: 1.000e-04, eta: 2 days, 19:14:53, time: 1.450, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1740, s0.loss_cls: 0.1435, s0.acc: 94.7651, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1921, s1.loss_cls: 0.0669, s1.acc: 95.1782, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0897, s2.loss_cls: 0.0335, s2.acc: 95.0608, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0424, loss: 1.0312 2022-05-13 22:37:13,898 - mmdet - INFO - Epoch [14][5750/7330] lr: 1.000e-04, eta: 2 days, 19:13:37, time: 1.467, data_time: 0.023, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1706, s0.loss_cls: 0.1567, s0.acc: 94.2244, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1939, s1.loss_cls: 0.0717, s1.acc: 94.6808, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0913, s2.loss_cls: 0.0359, s2.acc: 94.6819, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0426, loss: 1.0645 2022-05-13 22:38:27,473 - mmdet - INFO - Epoch [14][5800/7330] lr: 1.000e-04, eta: 2 days, 19:12:22, time: 1.471, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1484, s0.acc: 94.5977, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1882, s1.loss_cls: 0.0681, s1.acc: 95.0985, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0885, s2.loss_cls: 0.0352, s2.acc: 94.8145, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0416, loss: 1.0296 2022-05-13 22:39:40,571 - mmdet - INFO - Epoch [14][5850/7330] lr: 1.000e-04, eta: 2 days, 19:11:05, time: 1.462, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1870, s0.loss_cls: 0.1508, s0.acc: 94.4731, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1943, s1.loss_cls: 0.0706, s1.acc: 94.8683, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0914, s2.loss_cls: 0.0358, s2.acc: 94.7153, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0429, loss: 1.0667 2022-05-13 22:40:54,658 - mmdet - INFO - Epoch [14][5900/7330] lr: 1.000e-04, eta: 2 days, 19:09:51, time: 1.482, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1790, s0.loss_cls: 0.1600, s0.acc: 94.2793, s0.loss_bbox: 0.0915, s0.loss_mask: 0.2011, s1.loss_cls: 0.0738, s1.acc: 94.7915, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0935, s2.loss_cls: 0.0377, s2.acc: 94.6174, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0440, loss: 1.0912 2022-05-13 22:42:07,421 - mmdet - INFO - Epoch [14][5950/7330] lr: 1.000e-04, eta: 2 days, 19:08:34, time: 1.455, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1556, s0.acc: 94.2739, s0.loss_bbox: 0.0918, s0.loss_mask: 0.2003, s1.loss_cls: 0.0721, s1.acc: 94.7730, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0949, s2.loss_cls: 0.0371, s2.acc: 94.4223, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0444, loss: 1.0848 2022-05-13 22:43:20,129 - mmdet - INFO - Epoch [14][6000/7330] lr: 1.000e-04, eta: 2 days, 19:07:17, time: 1.454, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1776, s0.loss_cls: 0.1585, s0.acc: 94.3110, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1899, s1.loss_cls: 0.0714, s1.acc: 94.9062, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0890, s2.loss_cls: 0.0364, s2.acc: 94.6124, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0420, loss: 1.0663 2022-05-13 22:44:32,619 - mmdet - INFO - Epoch [14][6050/7330] lr: 1.000e-04, eta: 2 days, 19:06:00, time: 1.450, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1600, s0.acc: 94.2698, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1986, s1.loss_cls: 0.0742, s1.acc: 94.7183, s1.loss_bbox: 0.1028, s1.loss_mask: 0.0932, s2.loss_cls: 0.0380, s2.acc: 94.4529, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0440, loss: 1.0952 2022-05-13 22:45:45,380 - mmdet - INFO - Epoch [14][6100/7330] lr: 1.000e-04, eta: 2 days, 19:04:43, time: 1.455, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1779, s0.loss_cls: 0.1614, s0.acc: 94.1892, s0.loss_bbox: 0.0932, s0.loss_mask: 0.2013, s1.loss_cls: 0.0745, s1.acc: 94.6856, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0943, s2.loss_cls: 0.0377, s2.acc: 94.5197, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0444, loss: 1.1018 2022-05-13 22:46:57,118 - mmdet - INFO - Epoch [14][6150/7330] lr: 1.000e-04, eta: 2 days, 19:03:25, time: 1.435, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1489, s0.acc: 94.5210, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1920, s1.loss_cls: 0.0691, s1.acc: 94.9020, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0902, s2.loss_cls: 0.0353, s2.acc: 94.6728, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0429, loss: 1.0482 2022-05-13 22:48:09,766 - mmdet - INFO - Epoch [14][6200/7330] lr: 1.000e-04, eta: 2 days, 19:02:08, time: 1.453, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1714, s0.loss_cls: 0.1400, s0.acc: 94.8386, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1947, s1.loss_cls: 0.0646, s1.acc: 95.1997, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0917, s2.loss_cls: 0.0336, s2.acc: 94.9755, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0432, loss: 1.0351 2022-05-13 22:49:22,134 - mmdet - INFO - Epoch [14][6250/7330] lr: 1.000e-04, eta: 2 days, 19:00:50, time: 1.447, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1472, s0.acc: 94.6035, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1850, s1.loss_cls: 0.0670, s1.acc: 95.1858, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0868, s2.loss_cls: 0.0345, s2.acc: 94.9063, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0409, loss: 1.0102 2022-05-13 22:50:34,223 - mmdet - INFO - Epoch [14][6300/7330] lr: 1.000e-04, eta: 2 days, 18:59:32, time: 1.442, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1563, s0.acc: 94.2852, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1945, s1.loss_cls: 0.0726, s1.acc: 94.6631, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0924, s2.loss_cls: 0.0374, s2.acc: 94.4917, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0434, loss: 1.0667 2022-05-13 22:51:47,337 - mmdet - INFO - Epoch [14][6350/7330] lr: 1.000e-04, eta: 2 days, 18:58:16, time: 1.462, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1770, s0.loss_cls: 0.1625, s0.acc: 94.0874, s0.loss_bbox: 0.0938, s0.loss_mask: 0.1960, s1.loss_cls: 0.0749, s1.acc: 94.5471, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0923, s2.loss_cls: 0.0384, s2.acc: 94.3814, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0434, loss: 1.0920 2022-05-13 22:53:00,923 - mmdet - INFO - Epoch [14][6400/7330] lr: 1.000e-04, eta: 2 days, 18:57:01, time: 1.472, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1750, s0.loss_cls: 0.1518, s0.acc: 94.3875, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1897, s1.loss_cls: 0.0710, s1.acc: 94.8214, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0888, s2.loss_cls: 0.0364, s2.acc: 94.6844, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0421, loss: 1.0554 2022-05-13 22:54:13,936 - mmdet - INFO - Epoch [14][6450/7330] lr: 1.000e-04, eta: 2 days, 18:55:44, time: 1.458, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1585, s0.acc: 94.1538, s0.loss_bbox: 0.0932, s0.loss_mask: 0.1950, s1.loss_cls: 0.0729, s1.acc: 94.6646, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0918, s2.loss_cls: 0.0375, s2.acc: 94.4163, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0433, loss: 1.0739 2022-05-13 22:55:26,162 - mmdet - INFO - Epoch [14][6500/7330] lr: 1.000e-04, eta: 2 days, 18:54:27, time: 1.447, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1693, s0.loss_cls: 0.1630, s0.acc: 94.1362, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1932, s1.loss_cls: 0.0765, s1.acc: 94.5648, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0910, s2.loss_cls: 0.0391, s2.acc: 94.3920, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0430, loss: 1.0823 2022-05-13 22:56:38,828 - mmdet - INFO - Epoch [14][6550/7330] lr: 1.000e-04, eta: 2 days, 18:53:10, time: 1.453, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1654, s0.acc: 94.0146, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1952, s1.loss_cls: 0.0759, s1.acc: 94.5509, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0923, s2.loss_cls: 0.0384, s2.acc: 94.3648, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0436, loss: 1.0957 2022-05-13 22:57:52,576 - mmdet - INFO - Epoch [14][6600/7330] lr: 1.000e-04, eta: 2 days, 18:51:55, time: 1.476, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1729, s0.loss_cls: 0.1471, s0.acc: 94.6487, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1916, s1.loss_cls: 0.0684, s1.acc: 94.9534, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0904, s2.loss_cls: 0.0343, s2.acc: 94.8311, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0429, loss: 1.0391 2022-05-13 22:59:04,995 - mmdet - INFO - Epoch [14][6650/7330] lr: 1.000e-04, eta: 2 days, 18:50:37, time: 1.448, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1697, s0.loss_cls: 0.1595, s0.acc: 94.2319, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1953, s1.loss_cls: 0.0750, s1.acc: 94.5517, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0929, s2.loss_cls: 0.0384, s2.acc: 94.2879, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0440, loss: 1.0738 2022-05-13 23:00:18,356 - mmdet - INFO - Epoch [14][6700/7330] lr: 1.000e-04, eta: 2 days, 18:49:22, time: 1.467, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1709, s0.loss_cls: 0.1571, s0.acc: 94.3005, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1964, s1.loss_cls: 0.0724, s1.acc: 94.7897, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0914, s2.loss_cls: 0.0372, s2.acc: 94.5663, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0426, loss: 1.0665 2022-05-13 23:01:31,511 - mmdet - INFO - Epoch [14][6750/7330] lr: 1.000e-04, eta: 2 days, 18:48:05, time: 1.463, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1699, s0.loss_cls: 0.1546, s0.acc: 94.3425, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1984, s1.loss_cls: 0.0719, s1.acc: 94.7254, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0932, s2.loss_cls: 0.0362, s2.acc: 94.5184, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0434, loss: 1.0743 2022-05-13 23:02:43,940 - mmdet - INFO - Epoch [14][6800/7330] lr: 1.000e-04, eta: 2 days, 18:46:48, time: 1.449, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1745, s0.loss_cls: 0.1611, s0.acc: 94.1975, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1935, s1.loss_cls: 0.0745, s1.acc: 94.6818, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0915, s2.loss_cls: 0.0373, s2.acc: 94.5468, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0429, loss: 1.0769 2022-05-13 23:03:57,458 - mmdet - INFO - Epoch [14][6850/7330] lr: 1.000e-04, eta: 2 days, 18:45:33, time: 1.471, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1685, s0.loss_cls: 0.1594, s0.acc: 94.1604, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1890, s1.loss_cls: 0.0739, s1.acc: 94.5888, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0893, s2.loss_cls: 0.0378, s2.acc: 94.3651, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0419, loss: 1.0671 2022-05-13 23:05:10,745 - mmdet - INFO - Epoch [14][6900/7330] lr: 1.000e-04, eta: 2 days, 18:44:17, time: 1.466, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1687, s0.loss_cls: 0.1587, s0.acc: 94.1902, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1914, s1.loss_cls: 0.0739, s1.acc: 94.6916, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0904, s2.loss_cls: 0.0378, s2.acc: 94.4302, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0424, loss: 1.0668 2022-05-13 23:06:23,746 - mmdet - INFO - Epoch [14][6950/7330] lr: 1.000e-04, eta: 2 days, 18:43:00, time: 1.458, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1740, s0.loss_cls: 0.1591, s0.acc: 94.2310, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1979, s1.loss_cls: 0.0737, s1.acc: 94.7440, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0925, s2.loss_cls: 0.0380, s2.acc: 94.4915, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0435, loss: 1.0863 2022-05-13 23:07:35,953 - mmdet - INFO - Epoch [14][7000/7330] lr: 1.000e-04, eta: 2 days, 18:41:43, time: 1.446, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1783, s0.loss_cls: 0.1644, s0.acc: 94.0190, s0.loss_bbox: 0.0936, s0.loss_mask: 0.2020, s1.loss_cls: 0.0755, s1.acc: 94.5108, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0951, s2.loss_cls: 0.0387, s2.acc: 94.2671, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0450, loss: 1.1143 2022-05-13 23:08:48,422 - mmdet - INFO - Epoch [14][7050/7330] lr: 1.000e-04, eta: 2 days, 18:40:26, time: 1.449, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1751, s0.loss_cls: 0.1578, s0.acc: 94.3020, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1977, s1.loss_cls: 0.0725, s1.acc: 94.8168, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0932, s2.loss_cls: 0.0369, s2.acc: 94.5871, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0434, loss: 1.0747 2022-05-13 23:10:01,109 - mmdet - INFO - Epoch [14][7100/7330] lr: 1.000e-04, eta: 2 days, 18:39:09, time: 1.454, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1651, s0.loss_cls: 0.1536, s0.acc: 94.3933, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1944, s1.loss_cls: 0.0706, s1.acc: 94.8521, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0916, s2.loss_cls: 0.0359, s2.acc: 94.6632, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0427, loss: 1.0570 2022-05-13 23:11:15,239 - mmdet - INFO - Epoch [14][7150/7330] lr: 1.000e-04, eta: 2 days, 18:37:54, time: 1.482, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1740, s0.loss_cls: 0.1638, s0.acc: 94.0564, s0.loss_bbox: 0.0947, s0.loss_mask: 0.1984, s1.loss_cls: 0.0759, s1.acc: 94.4831, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0935, s2.loss_cls: 0.0383, s2.acc: 94.2366, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0438, loss: 1.1000 2022-05-13 23:12:27,620 - mmdet - INFO - Epoch [14][7200/7330] lr: 1.000e-04, eta: 2 days, 18:36:37, time: 1.448, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1498, s0.acc: 94.5181, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1864, s1.loss_cls: 0.0688, s1.acc: 94.9794, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0885, s2.loss_cls: 0.0356, s2.acc: 94.8954, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0413, loss: 1.0243 2022-05-13 23:13:41,258 - mmdet - INFO - Epoch [14][7250/7330] lr: 1.000e-04, eta: 2 days, 18:35:22, time: 1.473, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1774, s0.loss_cls: 0.1635, s0.acc: 93.9746, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1946, s1.loss_cls: 0.0749, s1.acc: 94.4779, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0914, s2.loss_cls: 0.0382, s2.acc: 94.3079, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0434, loss: 1.0912 2022-05-13 23:14:53,480 - mmdet - INFO - Epoch [14][7300/7330] lr: 1.000e-04, eta: 2 days, 18:34:04, time: 1.445, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1745, s0.loss_cls: 0.1561, s0.acc: 94.4219, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1945, s1.loss_cls: 0.0723, s1.acc: 94.8188, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0914, s2.loss_cls: 0.0371, s2.acc: 94.5605, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0434, loss: 1.0653 2022-05-13 23:15:56,329 - mmdet - INFO - Saving checkpoint at 14 epochs 2022-05-13 23:21:03,600 - mmdet - INFO - Evaluating bbox... 2022-05-13 23:21:51,694 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.556 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.745 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.614 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.409 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.598 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.685 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.725 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.725 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.725 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.580 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.762 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.854 2022-05-13 23:21:51,696 - mmdet - INFO - Evaluating segm... 2022-05-13 23:22:43,147 - 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 ] = 0.724 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.532 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.301 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.522 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.660 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.631 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 ] = 0.770 2022-05-13 23:22:44,257 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-13 23:22:44,259 - mmdet - INFO - Epoch(val) [14][313] bbox_mAP: 0.5560, bbox_mAP_50: 0.7450, bbox_mAP_75: 0.6140, bbox_mAP_s: 0.4090, bbox_mAP_m: 0.5980, bbox_mAP_l: 0.6850, bbox_mAP_copypaste: 0.556 0.745 0.614 0.409 0.598 0.685, segm_mAP: 0.4840, segm_mAP_50: 0.7240, segm_mAP_75: 0.5320, segm_mAP_s: 0.3010, segm_mAP_m: 0.5220, segm_mAP_l: 0.6600, segm_mAP_copypaste: 0.484 0.724 0.532 0.301 0.522 0.660 2022-05-13 23:28:32,756 - mmdet - INFO - Epoch [15][50/7330] lr: 1.000e-04, eta: 2 days, 18:38:06, time: 6.969, data_time: 5.487, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1726, s0.loss_cls: 0.1513, s0.acc: 94.5432, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1964, s1.loss_cls: 0.0702, s1.acc: 94.9623, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0919, s2.loss_cls: 0.0356, s2.acc: 94.8483, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0431, loss: 1.0547 2022-05-13 23:29:45,905 - mmdet - INFO - Epoch [15][100/7330] lr: 1.000e-04, eta: 2 days, 18:36:49, time: 1.463, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1723, s0.loss_cls: 0.1394, s0.acc: 94.7566, s0.loss_bbox: 0.0801, s0.loss_mask: 0.1881, s1.loss_cls: 0.0646, s1.acc: 95.1928, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0891, s2.loss_cls: 0.0328, s2.acc: 95.0773, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0425, loss: 1.0008 2022-05-13 23:30:59,293 - mmdet - INFO - Epoch [15][150/7330] lr: 1.000e-04, eta: 2 days, 18:35:33, time: 1.468, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1607, s0.loss_cls: 0.1512, s0.acc: 94.5959, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1887, s1.loss_cls: 0.0689, s1.acc: 95.0674, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0891, s2.loss_cls: 0.0354, s2.acc: 94.9013, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0421, loss: 1.0255 2022-05-13 23:32:12,835 - mmdet - INFO - Epoch [15][200/7330] lr: 1.000e-04, eta: 2 days, 18:34:18, time: 1.471, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1448, s0.acc: 94.5459, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1982, s1.loss_cls: 0.0659, s1.acc: 95.0188, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0931, s2.loss_cls: 0.0337, s2.acc: 94.7743, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0437, loss: 1.0441 2022-05-13 23:33:26,286 - mmdet - INFO - Epoch [15][250/7330] lr: 1.000e-04, eta: 2 days, 18:33:02, time: 1.469, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1641, s0.loss_cls: 0.1541, s0.acc: 94.3196, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1917, s1.loss_cls: 0.0704, s1.acc: 94.8119, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0902, s2.loss_cls: 0.0359, s2.acc: 94.6745, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0424, loss: 1.0474 2022-05-13 23:34:40,038 - mmdet - INFO - Epoch [15][300/7330] lr: 1.000e-04, eta: 2 days, 18:31:46, time: 1.475, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1490, s0.acc: 94.5081, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1932, s1.loss_cls: 0.0678, s1.acc: 95.0788, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0911, s2.loss_cls: 0.0349, s2.acc: 94.8527, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0428, loss: 1.0486 2022-05-13 23:35:52,710 - mmdet - INFO - Epoch [15][350/7330] lr: 1.000e-04, eta: 2 days, 18:30:29, time: 1.453, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1640, s0.loss_cls: 0.1500, s0.acc: 94.4668, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1870, s1.loss_cls: 0.0674, s1.acc: 95.0916, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0879, s2.loss_cls: 0.0340, s2.acc: 94.9945, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0417, loss: 1.0288 2022-05-13 23:37:06,528 - mmdet - INFO - Epoch [15][400/7330] lr: 1.000e-04, eta: 2 days, 18:29:14, time: 1.476, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1708, s0.loss_cls: 0.1580, s0.acc: 94.3108, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1914, s1.loss_cls: 0.0721, s1.acc: 94.8500, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0901, s2.loss_cls: 0.0368, s2.acc: 94.5498, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0425, loss: 1.0643 2022-05-13 23:38:20,089 - mmdet - INFO - Epoch [15][450/7330] lr: 1.000e-04, eta: 2 days, 18:27:58, time: 1.471, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1675, s0.loss_cls: 0.1619, s0.acc: 94.1499, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1960, s1.loss_cls: 0.0739, s1.acc: 94.6952, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0925, s2.loss_cls: 0.0371, s2.acc: 94.5674, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0437, loss: 1.0721 2022-05-13 23:39:34,009 - mmdet - INFO - Epoch [15][500/7330] lr: 1.000e-04, eta: 2 days, 18:26:43, time: 1.478, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1763, s0.loss_cls: 0.1463, s0.acc: 94.5549, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1888, s1.loss_cls: 0.0668, s1.acc: 95.0106, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0892, s2.loss_cls: 0.0343, s2.acc: 94.7526, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0419, loss: 1.0357 2022-05-13 23:40:47,955 - mmdet - INFO - Epoch [15][550/7330] lr: 1.000e-04, eta: 2 days, 18:25:28, time: 1.479, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1708, s0.loss_cls: 0.1430, s0.acc: 94.8276, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1880, s1.loss_cls: 0.0671, s1.acc: 95.2375, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0885, s2.loss_cls: 0.0338, s2.acc: 95.0712, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0420, loss: 1.0125 2022-05-13 23:42:01,410 - mmdet - INFO - Epoch [15][600/7330] lr: 1.000e-04, eta: 2 days, 18:24:12, time: 1.469, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1483, s0.acc: 94.5222, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1915, s1.loss_cls: 0.0688, s1.acc: 94.9366, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0910, s2.loss_cls: 0.0343, s2.acc: 94.8423, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0429, loss: 1.0386 2022-05-13 23:43:14,132 - mmdet - INFO - Epoch [15][650/7330] lr: 1.000e-04, eta: 2 days, 18:22:55, time: 1.454, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1634, s0.loss_cls: 0.1490, s0.acc: 94.5112, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1972, s1.loss_cls: 0.0679, s1.acc: 94.9818, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0933, s2.loss_cls: 0.0344, s2.acc: 94.8761, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0443, loss: 1.0465 2022-05-13 23:44:25,580 - mmdet - INFO - Epoch [15][700/7330] lr: 1.000e-04, eta: 2 days, 18:21:36, time: 1.429, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1406, s0.acc: 94.8230, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1896, s1.loss_cls: 0.0652, s1.acc: 95.2237, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0890, s2.loss_cls: 0.0332, s2.acc: 95.0724, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0421, loss: 1.0138 2022-05-13 23:45:38,323 - mmdet - INFO - Epoch [15][750/7330] lr: 1.000e-04, eta: 2 days, 18:20:19, time: 1.455, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1546, s0.acc: 94.2080, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1975, s1.loss_cls: 0.0706, s1.acc: 94.7150, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0935, s2.loss_cls: 0.0359, s2.acc: 94.5429, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0442, loss: 1.0709 2022-05-13 23:46:50,460 - mmdet - INFO - Epoch [15][800/7330] lr: 1.000e-04, eta: 2 days, 18:19:01, time: 1.443, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1551, s0.acc: 94.2732, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1937, s1.loss_cls: 0.0704, s1.acc: 94.7407, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0915, s2.loss_cls: 0.0364, s2.acc: 94.5935, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0432, loss: 1.0545 2022-05-13 23:48:02,985 - mmdet - INFO - Epoch [15][850/7330] lr: 1.000e-04, eta: 2 days, 18:17:44, time: 1.451, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0293, loss_semantic_seg: 0.1643, s0.loss_cls: 0.1538, s0.acc: 94.3127, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1968, s1.loss_cls: 0.0705, s1.acc: 94.8058, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0928, s2.loss_cls: 0.0356, s2.acc: 94.6328, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0436, loss: 1.0615 2022-05-13 23:49:15,692 - mmdet - INFO - Epoch [15][900/7330] lr: 1.000e-04, eta: 2 days, 18:16:27, time: 1.454, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1406, s0.acc: 94.8206, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1886, s1.loss_cls: 0.0659, s1.acc: 95.1393, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0888, s2.loss_cls: 0.0335, s2.acc: 94.9609, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0417, loss: 1.0110 2022-05-13 23:50:28,253 - mmdet - INFO - Epoch [15][950/7330] lr: 1.000e-04, eta: 2 days, 18:15:10, time: 1.451, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1697, s0.loss_cls: 0.1482, s0.acc: 94.4114, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1900, s1.loss_cls: 0.0692, s1.acc: 94.8333, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0895, s2.loss_cls: 0.0352, s2.acc: 94.6874, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0421, loss: 1.0405 2022-05-13 23:51:40,721 - mmdet - INFO - Epoch [15][1000/7330] lr: 1.000e-04, eta: 2 days, 18:13:52, time: 1.447, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1727, s0.loss_cls: 0.1537, s0.acc: 94.2512, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1987, s1.loss_cls: 0.0706, s1.acc: 94.7161, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0940, s2.loss_cls: 0.0360, s2.acc: 94.5782, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0446, loss: 1.0754 2022-05-13 23:52:53,934 - mmdet - INFO - Epoch [15][1050/7330] lr: 1.000e-04, eta: 2 days, 18:12:36, time: 1.466, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1711, s0.loss_cls: 0.1538, s0.acc: 94.3762, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1985, s1.loss_cls: 0.0717, s1.acc: 94.8243, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0929, s2.loss_cls: 0.0364, s2.acc: 94.6335, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0442, loss: 1.0771 2022-05-13 23:54:06,487 - mmdet - INFO - Epoch [15][1100/7330] lr: 1.000e-04, eta: 2 days, 18:11:19, time: 1.451, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1728, s0.loss_cls: 0.1460, s0.acc: 94.6614, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1913, s1.loss_cls: 0.0666, s1.acc: 95.1378, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0903, s2.loss_cls: 0.0341, s2.acc: 94.8883, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0427, loss: 1.0280 2022-05-13 23:55:19,852 - mmdet - INFO - Epoch [15][1150/7330] lr: 1.000e-04, eta: 2 days, 18:10:03, time: 1.467, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1662, s0.loss_cls: 0.1525, s0.acc: 94.3318, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1892, s1.loss_cls: 0.0699, s1.acc: 94.8129, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0891, s2.loss_cls: 0.0361, s2.acc: 94.5794, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0419, loss: 1.0471 2022-05-13 23:56:32,045 - mmdet - INFO - Epoch [15][1200/7330] lr: 1.000e-04, eta: 2 days, 18:08:45, time: 1.444, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1711, s0.loss_cls: 0.1493, s0.acc: 94.5388, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1861, s1.loss_cls: 0.0699, s1.acc: 94.8751, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0871, s2.loss_cls: 0.0349, s2.acc: 94.7926, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0410, loss: 1.0344 2022-05-13 23:57:44,559 - mmdet - INFO - Epoch [15][1250/7330] lr: 1.000e-04, eta: 2 days, 18:07:28, time: 1.450, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1673, s0.loss_cls: 0.1488, s0.acc: 94.5911, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1881, s1.loss_cls: 0.0684, s1.acc: 95.0630, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0884, s2.loss_cls: 0.0341, s2.acc: 94.9314, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0416, loss: 1.0268 2022-05-13 23:58:57,553 - mmdet - INFO - Epoch [15][1300/7330] lr: 1.000e-04, eta: 2 days, 18:06:11, time: 1.461, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1433, s0.acc: 94.6172, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1917, s1.loss_cls: 0.0664, s1.acc: 94.9986, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0903, s2.loss_cls: 0.0340, s2.acc: 94.8234, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0425, loss: 1.0178 2022-05-14 00:00:12,283 - mmdet - INFO - Epoch [15][1350/7330] lr: 1.000e-04, eta: 2 days, 18:04:58, time: 1.495, data_time: 0.023, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1699, s0.loss_cls: 0.1485, s0.acc: 94.5413, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1899, s1.loss_cls: 0.0692, s1.acc: 94.9216, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0899, s2.loss_cls: 0.0354, s2.acc: 94.7564, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0421, loss: 1.0334 2022-05-14 00:01:25,118 - mmdet - INFO - Epoch [15][1400/7330] lr: 1.000e-04, eta: 2 days, 18:03:41, time: 1.457, data_time: 0.023, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1688, s0.loss_cls: 0.1625, s0.acc: 94.0762, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1950, s1.loss_cls: 0.0762, s1.acc: 94.5390, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0922, s2.loss_cls: 0.0389, s2.acc: 94.3372, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0434, loss: 1.0829 2022-05-14 00:02:38,967 - mmdet - INFO - Epoch [15][1450/7330] lr: 1.000e-04, eta: 2 days, 18:02:26, time: 1.477, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1697, s0.loss_cls: 0.1603, s0.acc: 94.2249, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1922, s1.loss_cls: 0.0736, s1.acc: 94.6948, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0906, s2.loss_cls: 0.0376, s2.acc: 94.4082, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0425, loss: 1.0720 2022-05-14 00:03:52,563 - mmdet - INFO - Epoch [15][1500/7330] lr: 1.000e-04, eta: 2 days, 18:01:10, time: 1.472, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1557, s0.acc: 94.3125, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1911, s1.loss_cls: 0.0735, s1.acc: 94.7175, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0908, s2.loss_cls: 0.0370, s2.acc: 94.4975, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0430, loss: 1.0611 2022-05-14 00:05:06,266 - mmdet - INFO - Epoch [15][1550/7330] lr: 1.000e-04, eta: 2 days, 17:59:55, time: 1.474, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1586, s0.acc: 94.2090, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1898, s1.loss_cls: 0.0742, s1.acc: 94.5465, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0898, s2.loss_cls: 0.0371, s2.acc: 94.4434, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0424, loss: 1.0582 2022-05-14 00:06:20,102 - mmdet - INFO - Epoch [15][1600/7330] lr: 1.000e-04, eta: 2 days, 17:58:39, time: 1.477, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1712, s0.loss_cls: 0.1559, s0.acc: 94.2197, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1976, s1.loss_cls: 0.0718, s1.acc: 94.7726, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0930, s2.loss_cls: 0.0369, s2.acc: 94.5386, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0435, loss: 1.0737 2022-05-14 00:07:34,151 - mmdet - INFO - Epoch [15][1650/7330] lr: 1.000e-04, eta: 2 days, 17:57:24, time: 1.481, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1748, s0.loss_cls: 0.1711, s0.acc: 93.9971, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1973, s1.loss_cls: 0.0799, s1.acc: 94.4874, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0931, s2.loss_cls: 0.0406, s2.acc: 94.2328, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0440, loss: 1.1146 2022-05-14 00:08:47,738 - mmdet - INFO - Epoch [15][1700/7330] lr: 1.000e-04, eta: 2 days, 17:56:09, time: 1.472, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1593, s0.acc: 94.1968, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1936, s1.loss_cls: 0.0730, s1.acc: 94.7760, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0906, s2.loss_cls: 0.0376, s2.acc: 94.5451, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0429, loss: 1.0742 2022-05-14 00:10:00,506 - mmdet - INFO - Epoch [15][1750/7330] lr: 1.000e-04, eta: 2 days, 17:54:52, time: 1.455, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1647, s0.loss_cls: 0.1568, s0.acc: 94.3403, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1941, s1.loss_cls: 0.0713, s1.acc: 94.9075, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0919, s2.loss_cls: 0.0356, s2.acc: 94.8154, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0437, loss: 1.0626 2022-05-14 00:11:13,753 - mmdet - INFO - Epoch [15][1800/7330] lr: 1.000e-04, eta: 2 days, 17:53:36, time: 1.465, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1498, s0.acc: 94.5190, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1918, s1.loss_cls: 0.0687, s1.acc: 94.9628, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0906, s2.loss_cls: 0.0351, s2.acc: 94.7757, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0429, loss: 1.0378 2022-05-14 00:12:27,851 - mmdet - INFO - Epoch [15][1850/7330] lr: 1.000e-04, eta: 2 days, 17:52:21, time: 1.482, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1696, s0.loss_cls: 0.1506, s0.acc: 94.4033, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1838, s1.loss_cls: 0.0702, s1.acc: 94.7950, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0866, s2.loss_cls: 0.0358, s2.acc: 94.6172, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0409, loss: 1.0265 2022-05-14 00:13:41,071 - mmdet - INFO - Epoch [15][1900/7330] lr: 1.000e-04, eta: 2 days, 17:51:05, time: 1.464, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1632, s0.loss_cls: 0.1569, s0.acc: 94.1638, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1936, s1.loss_cls: 0.0729, s1.acc: 94.6276, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0912, s2.loss_cls: 0.0376, s2.acc: 94.3703, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0432, loss: 1.0576 2022-05-14 00:14:54,025 - mmdet - INFO - Epoch [15][1950/7330] lr: 1.000e-04, eta: 2 days, 17:49:48, time: 1.459, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1504, s0.acc: 94.5237, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1926, s1.loss_cls: 0.0694, s1.acc: 94.8866, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0905, s2.loss_cls: 0.0353, s2.acc: 94.7275, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0426, loss: 1.0370 2022-05-14 00:16:06,700 - mmdet - INFO - Epoch [15][2000/7330] lr: 1.000e-04, eta: 2 days, 17:48:31, time: 1.453, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1503, s0.acc: 94.5293, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1903, s1.loss_cls: 0.0676, s1.acc: 95.0612, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0901, s2.loss_cls: 0.0341, s2.acc: 94.9409, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0430, loss: 1.0414 2022-05-14 00:17:21,510 - mmdet - INFO - Epoch [15][2050/7330] lr: 1.000e-04, eta: 2 days, 17:47:18, time: 1.497, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1644, s0.acc: 93.9778, s0.loss_bbox: 0.0948, s0.loss_mask: 0.2019, s1.loss_cls: 0.0762, s1.acc: 94.4434, s1.loss_bbox: 0.1057, s1.loss_mask: 0.0963, s2.loss_cls: 0.0386, s2.acc: 94.3497, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0454, loss: 1.1173 2022-05-14 00:18:33,992 - mmdet - INFO - Epoch [15][2100/7330] lr: 1.000e-04, eta: 2 days, 17:46:00, time: 1.450, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1771, s0.loss_cls: 0.1670, s0.acc: 93.8757, s0.loss_bbox: 0.0948, s0.loss_mask: 0.1957, s1.loss_cls: 0.0780, s1.acc: 94.3850, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0924, s2.loss_cls: 0.0392, s2.acc: 94.2585, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0436, loss: 1.1089 2022-05-14 00:19:46,639 - mmdet - INFO - Epoch [15][2150/7330] lr: 1.000e-04, eta: 2 days, 17:44:43, time: 1.453, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1685, s0.loss_cls: 0.1604, s0.acc: 94.0725, s0.loss_bbox: 0.0922, s0.loss_mask: 0.1981, s1.loss_cls: 0.0741, s1.acc: 94.5635, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0933, s2.loss_cls: 0.0382, s2.acc: 94.3211, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0440, loss: 1.0908 2022-05-14 00:21:00,875 - mmdet - INFO - Epoch [15][2200/7330] lr: 1.000e-04, eta: 2 days, 17:43:29, time: 1.485, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1700, s0.loss_cls: 0.1601, s0.acc: 94.2495, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1966, s1.loss_cls: 0.0733, s1.acc: 94.7000, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0924, s2.loss_cls: 0.0370, s2.acc: 94.5019, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0437, loss: 1.0778 2022-05-14 00:22:14,822 - mmdet - INFO - Epoch [15][2250/7330] lr: 1.000e-04, eta: 2 days, 17:42:14, time: 1.479, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1721, s0.loss_cls: 0.1439, s0.acc: 94.6558, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1916, s1.loss_cls: 0.0667, s1.acc: 95.0945, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0903, s2.loss_cls: 0.0345, s2.acc: 94.8066, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0431, loss: 1.0350 2022-05-14 00:23:29,326 - mmdet - INFO - Epoch [15][2300/7330] lr: 1.000e-04, eta: 2 days, 17:41:00, time: 1.490, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1626, s0.acc: 94.0542, s0.loss_bbox: 0.0960, s0.loss_mask: 0.2011, s1.loss_cls: 0.0763, s1.acc: 94.3474, s1.loss_bbox: 0.1048, s1.loss_mask: 0.0948, s2.loss_cls: 0.0392, s2.acc: 94.1449, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0445, loss: 1.1042 2022-05-14 00:24:42,703 - mmdet - INFO - Epoch [15][2350/7330] lr: 1.000e-04, eta: 2 days, 17:39:44, time: 1.468, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1651, s0.loss_cls: 0.1475, s0.acc: 94.5974, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1898, s1.loss_cls: 0.0680, s1.acc: 95.0623, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0893, s2.loss_cls: 0.0340, s2.acc: 95.1026, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0421, loss: 1.0325 2022-05-14 00:25:55,639 - mmdet - INFO - Epoch [15][2400/7330] lr: 1.000e-04, eta: 2 days, 17:38:27, time: 1.459, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1630, s0.loss_cls: 0.1481, s0.acc: 94.6165, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1880, s1.loss_cls: 0.0671, s1.acc: 95.1762, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0879, s2.loss_cls: 0.0346, s2.acc: 95.0124, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0416, loss: 1.0147 2022-05-14 00:27:09,380 - mmdet - INFO - Epoch [15][2450/7330] lr: 1.000e-04, eta: 2 days, 17:37:12, time: 1.475, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1521, s0.acc: 94.4666, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1945, s1.loss_cls: 0.0702, s1.acc: 94.9235, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0916, s2.loss_cls: 0.0355, s2.acc: 94.7562, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0431, loss: 1.0542 2022-05-14 00:28:22,810 - mmdet - INFO - Epoch [15][2500/7330] lr: 1.000e-04, eta: 2 days, 17:35:56, time: 1.468, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1587, s0.acc: 94.1257, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1945, s1.loss_cls: 0.0731, s1.acc: 94.7165, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0912, s2.loss_cls: 0.0374, s2.acc: 94.4894, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0429, loss: 1.0718 2022-05-14 00:29:35,389 - mmdet - INFO - Epoch [15][2550/7330] lr: 1.000e-04, eta: 2 days, 17:34:39, time: 1.450, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1740, s0.loss_cls: 0.1592, s0.acc: 94.1978, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1960, s1.loss_cls: 0.0736, s1.acc: 94.7462, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0918, s2.loss_cls: 0.0376, s2.acc: 94.4736, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0433, loss: 1.0864 2022-05-14 00:30:47,998 - mmdet - INFO - Epoch [15][2600/7330] lr: 1.000e-04, eta: 2 days, 17:33:22, time: 1.454, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1740, s0.loss_cls: 0.1481, s0.acc: 94.6108, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1886, s1.loss_cls: 0.0677, s1.acc: 95.1531, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0886, s2.loss_cls: 0.0343, s2.acc: 95.0340, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0421, loss: 1.0296 2022-05-14 00:32:01,463 - mmdet - INFO - Epoch [15][2650/7330] lr: 1.000e-04, eta: 2 days, 17:32:06, time: 1.469, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1645, s0.loss_cls: 0.1438, s0.acc: 94.7957, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1881, s1.loss_cls: 0.0664, s1.acc: 95.1984, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0885, s2.loss_cls: 0.0339, s2.acc: 95.0274, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0420, loss: 1.0114 2022-05-14 00:33:14,861 - mmdet - INFO - Epoch [15][2700/7330] lr: 1.000e-04, eta: 2 days, 17:30:50, time: 1.468, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1712, s0.loss_cls: 0.1412, s0.acc: 94.8289, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1853, s1.loss_cls: 0.0649, s1.acc: 95.3126, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0877, s2.loss_cls: 0.0334, s2.acc: 95.0763, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0415, loss: 1.0104 2022-05-14 00:34:28,114 - mmdet - INFO - Epoch [15][2750/7330] lr: 1.000e-04, eta: 2 days, 17:29:34, time: 1.465, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1488, s0.acc: 94.5962, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1923, s1.loss_cls: 0.0685, s1.acc: 95.0532, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0900, s2.loss_cls: 0.0346, s2.acc: 94.8751, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0426, loss: 1.0325 2022-05-14 00:35:40,688 - mmdet - INFO - Epoch [15][2800/7330] lr: 1.000e-04, eta: 2 days, 17:28:17, time: 1.452, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1492, s0.acc: 94.5562, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1948, s1.loss_cls: 0.0685, s1.acc: 94.9851, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0912, s2.loss_cls: 0.0347, s2.acc: 94.8095, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0428, loss: 1.0381 2022-05-14 00:36:53,547 - mmdet - INFO - Epoch [15][2850/7330] lr: 1.000e-04, eta: 2 days, 17:27:01, time: 1.457, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1646, s0.loss_cls: 0.1551, s0.acc: 94.4053, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1895, s1.loss_cls: 0.0706, s1.acc: 94.9371, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0891, s2.loss_cls: 0.0361, s2.acc: 94.7173, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0418, loss: 1.0474 2022-05-14 00:38:08,288 - mmdet - INFO - Epoch [15][2900/7330] lr: 1.000e-04, eta: 2 days, 17:25:47, time: 1.495, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1507, s0.acc: 94.4060, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1915, s1.loss_cls: 0.0710, s1.acc: 94.8217, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0899, s2.loss_cls: 0.0359, s2.acc: 94.7296, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0425, loss: 1.0452 2022-05-14 00:39:21,699 - mmdet - INFO - Epoch [15][2950/7330] lr: 1.000e-04, eta: 2 days, 17:24:31, time: 1.468, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0289, loss_semantic_seg: 0.1744, s0.loss_cls: 0.1604, s0.acc: 94.2288, s0.loss_bbox: 0.0936, s0.loss_mask: 0.2003, s1.loss_cls: 0.0747, s1.acc: 94.6606, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0942, s2.loss_cls: 0.0383, s2.acc: 94.4588, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0447, loss: 1.0984 2022-05-14 00:40:34,944 - mmdet - INFO - Epoch [15][3000/7330] lr: 1.000e-04, eta: 2 days, 17:23:15, time: 1.465, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1722, s0.loss_cls: 0.1549, s0.acc: 94.3069, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1980, s1.loss_cls: 0.0723, s1.acc: 94.6617, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0931, s2.loss_cls: 0.0366, s2.acc: 94.4678, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0442, loss: 1.0702 2022-05-14 00:41:49,876 - mmdet - INFO - Epoch [15][3050/7330] lr: 1.000e-04, eta: 2 days, 17:22:01, time: 1.498, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1601, s0.acc: 94.2292, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1950, s1.loss_cls: 0.0744, s1.acc: 94.7268, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0921, s2.loss_cls: 0.0381, s2.acc: 94.3919, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0436, loss: 1.0802 2022-05-14 00:43:04,193 - mmdet - INFO - Epoch [15][3100/7330] lr: 1.000e-04, eta: 2 days, 17:20:47, time: 1.487, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1588, s0.acc: 94.2483, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1974, s1.loss_cls: 0.0742, s1.acc: 94.6593, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0923, s2.loss_cls: 0.0378, s2.acc: 94.5056, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0431, loss: 1.0806 2022-05-14 00:44:17,789 - mmdet - INFO - Epoch [15][3150/7330] lr: 1.000e-04, eta: 2 days, 17:19:31, time: 1.471, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1629, s0.acc: 94.1631, s0.loss_bbox: 0.0937, s0.loss_mask: 0.1989, s1.loss_cls: 0.0747, s1.acc: 94.6565, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0930, s2.loss_cls: 0.0376, s2.acc: 94.5319, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0437, loss: 1.0871 2022-05-14 00:45:31,146 - mmdet - INFO - Epoch [15][3200/7330] lr: 1.000e-04, eta: 2 days, 17:18:15, time: 1.468, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1673, s0.loss_cls: 0.1587, s0.acc: 94.1687, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1926, s1.loss_cls: 0.0734, s1.acc: 94.7464, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0910, s2.loss_cls: 0.0374, s2.acc: 94.5010, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0429, loss: 1.0674 2022-05-14 00:46:45,185 - mmdet - INFO - Epoch [15][3250/7330] lr: 1.000e-04, eta: 2 days, 17:17:01, time: 1.480, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1501, s0.acc: 94.4641, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1950, s1.loss_cls: 0.0683, s1.acc: 94.9362, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0936, s2.loss_cls: 0.0352, s2.acc: 94.7082, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0439, loss: 1.0464 2022-05-14 00:47:59,416 - mmdet - INFO - Epoch [15][3300/7330] lr: 1.000e-04, eta: 2 days, 17:15:46, time: 1.485, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1736, s0.loss_cls: 0.1611, s0.acc: 94.0835, s0.loss_bbox: 0.0922, s0.loss_mask: 0.1993, s1.loss_cls: 0.0750, s1.acc: 94.5241, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0937, s2.loss_cls: 0.0383, s2.acc: 94.2786, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0444, loss: 1.0997 2022-05-14 00:49:13,525 - mmdet - INFO - Epoch [15][3350/7330] lr: 1.000e-04, eta: 2 days, 17:14:31, time: 1.482, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1746, s0.loss_cls: 0.1598, s0.acc: 94.1221, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1953, s1.loss_cls: 0.0755, s1.acc: 94.4576, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0920, s2.loss_cls: 0.0380, s2.acc: 94.3019, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0435, loss: 1.0860 2022-05-14 00:50:27,591 - mmdet - INFO - Epoch [15][3400/7330] lr: 1.000e-04, eta: 2 days, 17:13:16, time: 1.481, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1691, s0.loss_cls: 0.1535, s0.acc: 94.2649, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1968, s1.loss_cls: 0.0715, s1.acc: 94.7044, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0926, s2.loss_cls: 0.0366, s2.acc: 94.4762, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0438, loss: 1.0688 2022-05-14 00:51:41,405 - mmdet - INFO - Epoch [15][3450/7330] lr: 1.000e-04, eta: 2 days, 17:12:01, time: 1.476, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1662, s0.loss_cls: 0.1494, s0.acc: 94.4932, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1950, s1.loss_cls: 0.0691, s1.acc: 94.8818, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0908, s2.loss_cls: 0.0354, s2.acc: 94.6110, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0427, loss: 1.0510 2022-05-14 00:52:54,837 - mmdet - INFO - Epoch [15][3500/7330] lr: 1.000e-04, eta: 2 days, 17:10:46, time: 1.469, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1482, s0.acc: 94.6841, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1892, s1.loss_cls: 0.0678, s1.acc: 95.1247, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0892, s2.loss_cls: 0.0343, s2.acc: 94.9573, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0424, loss: 1.0373 2022-05-14 00:54:07,926 - mmdet - INFO - Epoch [15][3550/7330] lr: 1.000e-04, eta: 2 days, 17:09:29, time: 1.462, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1748, s0.loss_cls: 0.1556, s0.acc: 94.4248, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1915, s1.loss_cls: 0.0719, s1.acc: 94.8633, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0901, s2.loss_cls: 0.0369, s2.acc: 94.6755, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0424, loss: 1.0584 2022-05-14 00:55:21,089 - mmdet - INFO - Epoch [15][3600/7330] lr: 1.000e-04, eta: 2 days, 17:08:13, time: 1.463, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1809, s0.loss_cls: 0.1665, s0.acc: 94.1631, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1940, s1.loss_cls: 0.0778, s1.acc: 94.6112, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0915, s2.loss_cls: 0.0392, s2.acc: 94.4999, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0432, loss: 1.0945 2022-05-14 00:56:34,460 - mmdet - INFO - Epoch [15][3650/7330] lr: 1.000e-04, eta: 2 days, 17:06:57, time: 1.467, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1802, s0.loss_cls: 0.1590, s0.acc: 94.3862, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1952, s1.loss_cls: 0.0736, s1.acc: 94.9495, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0929, s2.loss_cls: 0.0383, s2.acc: 94.6162, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0435, loss: 1.0775 2022-05-14 00:57:47,861 - mmdet - INFO - Epoch [15][3700/7330] lr: 1.000e-04, eta: 2 days, 17:05:41, time: 1.468, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1649, s0.loss_cls: 0.1590, s0.acc: 94.2024, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1963, s1.loss_cls: 0.0740, s1.acc: 94.5835, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0924, s2.loss_cls: 0.0376, s2.acc: 94.4828, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0438, loss: 1.0696 2022-05-14 00:59:01,498 - mmdet - INFO - Epoch [15][3750/7330] lr: 1.000e-04, eta: 2 days, 17:04:26, time: 1.473, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1510, s0.acc: 94.5137, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1943, s1.loss_cls: 0.0698, s1.acc: 94.9517, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0915, s2.loss_cls: 0.0353, s2.acc: 94.7899, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0429, loss: 1.0506 2022-05-14 01:00:14,744 - mmdet - INFO - Epoch [15][3800/7330] lr: 1.000e-04, eta: 2 days, 17:03:10, time: 1.465, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1673, s0.loss_cls: 0.1524, s0.acc: 94.4470, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1919, s1.loss_cls: 0.0710, s1.acc: 94.8697, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0907, s2.loss_cls: 0.0363, s2.acc: 94.6503, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0426, loss: 1.0398 2022-05-14 01:01:27,859 - mmdet - INFO - Epoch [15][3850/7330] lr: 1.000e-04, eta: 2 days, 17:01:54, time: 1.462, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1634, s0.loss_cls: 0.1501, s0.acc: 94.5503, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1899, s1.loss_cls: 0.0685, s1.acc: 95.0729, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0892, s2.loss_cls: 0.0355, s2.acc: 94.8096, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0422, loss: 1.0274 2022-05-14 01:02:41,860 - mmdet - INFO - Epoch [15][3900/7330] lr: 1.000e-04, eta: 2 days, 17:00:39, time: 1.480, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1703, s0.loss_cls: 0.1508, s0.acc: 94.4583, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1930, s1.loss_cls: 0.0689, s1.acc: 94.8429, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0919, s2.loss_cls: 0.0354, s2.acc: 94.6843, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0433, loss: 1.0530 2022-05-14 01:03:55,686 - mmdet - INFO - Epoch [15][3950/7330] lr: 1.000e-04, eta: 2 days, 16:59:24, time: 1.477, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1685, s0.loss_cls: 0.1513, s0.acc: 94.3914, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1876, s1.loss_cls: 0.0690, s1.acc: 94.9579, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0886, s2.loss_cls: 0.0360, s2.acc: 94.5681, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0420, loss: 1.0378 2022-05-14 01:05:08,922 - mmdet - INFO - Epoch [15][4000/7330] lr: 1.000e-04, eta: 2 days, 16:58:08, time: 1.465, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1586, s0.acc: 94.1814, s0.loss_bbox: 0.0930, s0.loss_mask: 0.1903, s1.loss_cls: 0.0729, s1.acc: 94.7736, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0894, s2.loss_cls: 0.0372, s2.acc: 94.5440, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0424, loss: 1.0633 2022-05-14 01:06:22,977 - mmdet - INFO - Epoch [15][4050/7330] lr: 1.000e-04, eta: 2 days, 16:56:53, time: 1.481, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1628, s0.loss_cls: 0.1511, s0.acc: 94.4856, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1952, s1.loss_cls: 0.0694, s1.acc: 94.9548, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0925, s2.loss_cls: 0.0354, s2.acc: 94.7205, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0442, loss: 1.0464 2022-05-14 01:07:36,574 - mmdet - INFO - Epoch [15][4100/7330] lr: 1.000e-04, eta: 2 days, 16:55:37, time: 1.472, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1699, s0.loss_cls: 0.1604, s0.acc: 94.2380, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1942, s1.loss_cls: 0.0751, s1.acc: 94.5792, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0918, s2.loss_cls: 0.0385, s2.acc: 94.3689, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0436, loss: 1.0675 2022-05-14 01:08:49,757 - mmdet - INFO - Epoch [15][4150/7330] lr: 1.000e-04, eta: 2 days, 16:54:21, time: 1.464, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1734, s0.loss_cls: 0.1550, s0.acc: 94.4861, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1989, s1.loss_cls: 0.0719, s1.acc: 94.8817, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0935, s2.loss_cls: 0.0364, s2.acc: 94.7075, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0442, loss: 1.0732 2022-05-14 01:10:03,437 - mmdet - INFO - Epoch [15][4200/7330] lr: 1.000e-04, eta: 2 days, 16:53:06, time: 1.474, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1622, s0.loss_cls: 0.1529, s0.acc: 94.4695, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1971, s1.loss_cls: 0.0714, s1.acc: 94.8387, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0932, s2.loss_cls: 0.0366, s2.acc: 94.5986, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0439, loss: 1.0572 2022-05-14 01:11:16,784 - mmdet - INFO - Epoch [15][4250/7330] lr: 1.000e-04, eta: 2 days, 16:51:50, time: 1.467, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1494, s0.acc: 94.5349, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1901, s1.loss_cls: 0.0686, s1.acc: 94.9816, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0898, s2.loss_cls: 0.0350, s2.acc: 94.7767, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0422, loss: 1.0360 2022-05-14 01:12:29,209 - mmdet - INFO - Epoch [15][4300/7330] lr: 1.000e-04, eta: 2 days, 16:50:33, time: 1.448, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1634, s0.acc: 93.9958, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1968, s1.loss_cls: 0.0759, s1.acc: 94.4361, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0927, s2.loss_cls: 0.0392, s2.acc: 94.2329, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0436, loss: 1.0915 2022-05-14 01:13:42,315 - mmdet - INFO - Epoch [15][4350/7330] lr: 1.000e-04, eta: 2 days, 16:49:17, time: 1.462, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1621, s0.acc: 94.1167, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1936, s1.loss_cls: 0.0752, s1.acc: 94.5784, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0911, s2.loss_cls: 0.0379, s2.acc: 94.4583, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0432, loss: 1.0769 2022-05-14 01:14:55,648 - mmdet - INFO - Epoch [15][4400/7330] lr: 1.000e-04, eta: 2 days, 16:48:01, time: 1.467, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1588, s0.acc: 94.1702, s0.loss_bbox: 0.0953, s0.loss_mask: 0.2016, s1.loss_cls: 0.0735, s1.acc: 94.6414, s1.loss_bbox: 0.1045, s1.loss_mask: 0.0951, s2.loss_cls: 0.0376, s2.acc: 94.4623, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0446, loss: 1.0943 2022-05-14 01:16:08,733 - mmdet - INFO - Epoch [15][4450/7330] lr: 1.000e-04, eta: 2 days, 16:46:45, time: 1.462, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1561, s0.acc: 94.2266, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1927, s1.loss_cls: 0.0728, s1.acc: 94.6848, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0910, s2.loss_cls: 0.0371, s2.acc: 94.4404, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0429, loss: 1.0715 2022-05-14 01:17:21,811 - mmdet - INFO - Epoch [15][4500/7330] lr: 1.000e-04, eta: 2 days, 16:45:28, time: 1.461, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1710, s0.loss_cls: 0.1607, s0.acc: 94.0818, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1998, s1.loss_cls: 0.0738, s1.acc: 94.5267, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0932, s2.loss_cls: 0.0380, s2.acc: 94.3271, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0437, loss: 1.0894 2022-05-14 01:18:35,715 - mmdet - INFO - Epoch [15][4550/7330] lr: 1.000e-04, eta: 2 days, 16:44:13, time: 1.479, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1669, s0.loss_cls: 0.1584, s0.acc: 94.0713, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1907, s1.loss_cls: 0.0754, s1.acc: 94.4396, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0900, s2.loss_cls: 0.0388, s2.acc: 94.1437, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0425, loss: 1.0709 2022-05-14 01:19:49,693 - mmdet - INFO - Epoch [15][4600/7330] lr: 1.000e-04, eta: 2 days, 16:42:58, time: 1.480, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1752, s0.loss_cls: 0.1548, s0.acc: 94.3887, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1879, s1.loss_cls: 0.0716, s1.acc: 94.8555, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0893, s2.loss_cls: 0.0368, s2.acc: 94.6449, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0422, loss: 1.0539 2022-05-14 01:21:01,941 - mmdet - INFO - Epoch [15][4650/7330] lr: 1.000e-04, eta: 2 days, 16:41:41, time: 1.445, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1801, s0.loss_cls: 0.1614, s0.acc: 94.2158, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1869, s1.loss_cls: 0.0748, s1.acc: 94.6626, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0878, s2.loss_cls: 0.0383, s2.acc: 94.3781, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0411, loss: 1.0690 2022-05-14 01:22:15,411 - mmdet - INFO - Epoch [15][4700/7330] lr: 1.000e-04, eta: 2 days, 16:40:25, time: 1.469, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1596, s0.acc: 94.1794, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1937, s1.loss_cls: 0.0755, s1.acc: 94.5763, s1.loss_bbox: 0.1039, s1.loss_mask: 0.0916, s2.loss_cls: 0.0386, s2.acc: 94.3053, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0431, loss: 1.0826 2022-05-14 01:23:29,420 - mmdet - INFO - Epoch [15][4750/7330] lr: 1.000e-04, eta: 2 days, 16:39:10, time: 1.481, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1706, s0.loss_cls: 0.1624, s0.acc: 94.0422, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1946, s1.loss_cls: 0.0772, s1.acc: 94.4129, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0915, s2.loss_cls: 0.0393, s2.acc: 94.2037, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0432, loss: 1.0887 2022-05-14 01:24:42,710 - mmdet - INFO - Epoch [15][4800/7330] lr: 1.000e-04, eta: 2 days, 16:37:54, time: 1.466, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1565, s0.acc: 94.2334, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1896, s1.loss_cls: 0.0719, s1.acc: 94.7683, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0894, s2.loss_cls: 0.0360, s2.acc: 94.5818, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0419, loss: 1.0479 2022-05-14 01:25:57,836 - mmdet - INFO - Epoch [15][4850/7330] lr: 1.000e-04, eta: 2 days, 16:36:41, time: 1.502, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1723, s0.loss_cls: 0.1648, s0.acc: 94.0535, s0.loss_bbox: 0.0959, s0.loss_mask: 0.1951, s1.loss_cls: 0.0769, s1.acc: 94.5047, s1.loss_bbox: 0.1070, s1.loss_mask: 0.0920, s2.loss_cls: 0.0387, s2.acc: 94.3754, s2.loss_bbox: 0.0687, s2.loss_mask: 0.0434, loss: 1.1031 2022-05-14 01:27:11,267 - mmdet - INFO - Epoch [15][4900/7330] lr: 1.000e-04, eta: 2 days, 16:35:25, time: 1.468, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0298, loss_semantic_seg: 0.1758, s0.loss_cls: 0.1690, s0.acc: 93.8948, s0.loss_bbox: 0.0947, s0.loss_mask: 0.1968, s1.loss_cls: 0.0786, s1.acc: 94.3492, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0917, s2.loss_cls: 0.0400, s2.acc: 94.0507, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0432, loss: 1.1113 2022-05-14 01:28:24,588 - mmdet - INFO - Epoch [15][4950/7330] lr: 1.000e-04, eta: 2 days, 16:34:10, time: 1.467, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1513, s0.acc: 94.4858, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1855, s1.loss_cls: 0.0696, s1.acc: 94.9800, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0878, s2.loss_cls: 0.0350, s2.acc: 94.7759, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0414, loss: 1.0327 2022-05-14 01:29:36,870 - mmdet - INFO - Epoch [15][5000/7330] lr: 1.000e-04, eta: 2 days, 16:32:52, time: 1.446, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1714, s0.loss_cls: 0.1591, s0.acc: 94.2537, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1953, s1.loss_cls: 0.0738, s1.acc: 94.6608, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0922, s2.loss_cls: 0.0376, s2.acc: 94.3841, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0434, loss: 1.0696 2022-05-14 01:30:51,147 - mmdet - INFO - Epoch [15][5050/7330] lr: 1.000e-04, eta: 2 days, 16:31:38, time: 1.486, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1807, s0.loss_cls: 0.1602, s0.acc: 94.2439, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1944, s1.loss_cls: 0.0744, s1.acc: 94.7183, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0916, s2.loss_cls: 0.0382, s2.acc: 94.4149, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0432, loss: 1.0867 2022-05-14 01:32:04,465 - mmdet - INFO - Epoch [15][5100/7330] lr: 1.000e-04, eta: 2 days, 16:30:22, time: 1.466, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1781, s0.loss_cls: 0.1611, s0.acc: 94.0596, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1942, s1.loss_cls: 0.0736, s1.acc: 94.6223, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0917, s2.loss_cls: 0.0377, s2.acc: 94.4158, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0437, loss: 1.0873 2022-05-14 01:33:18,438 - mmdet - INFO - Epoch [15][5150/7330] lr: 1.000e-04, eta: 2 days, 16:29:07, time: 1.480, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1546, s0.acc: 94.3997, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1914, s1.loss_cls: 0.0729, s1.acc: 94.6405, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0905, s2.loss_cls: 0.0373, s2.acc: 94.4627, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0428, loss: 1.0532 2022-05-14 01:34:32,161 - mmdet - INFO - Epoch [15][5200/7330] lr: 1.000e-04, eta: 2 days, 16:27:52, time: 1.475, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1719, s0.loss_cls: 0.1641, s0.acc: 94.0535, s0.loss_bbox: 0.0944, s0.loss_mask: 0.1983, s1.loss_cls: 0.0765, s1.acc: 94.4984, s1.loss_bbox: 0.1036, s1.loss_mask: 0.0934, s2.loss_cls: 0.0392, s2.acc: 94.1398, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0443, loss: 1.0997 2022-05-14 01:35:46,115 - mmdet - INFO - Epoch [15][5250/7330] lr: 1.000e-04, eta: 2 days, 16:26:37, time: 1.479, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1722, s0.loss_cls: 0.1629, s0.acc: 94.0950, s0.loss_bbox: 0.0944, s0.loss_mask: 0.1981, s1.loss_cls: 0.0749, s1.acc: 94.5895, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0932, s2.loss_cls: 0.0378, s2.acc: 94.4466, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0441, loss: 1.0931 2022-05-14 01:36:59,549 - mmdet - INFO - Epoch [15][5300/7330] lr: 1.000e-04, eta: 2 days, 16:25:21, time: 1.469, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1734, s0.loss_cls: 0.1555, s0.acc: 94.2627, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1931, s1.loss_cls: 0.0716, s1.acc: 94.7637, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0908, s2.loss_cls: 0.0368, s2.acc: 94.5326, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0428, loss: 1.0670 2022-05-14 01:38:13,634 - mmdet - INFO - Epoch [15][5350/7330] lr: 1.000e-04, eta: 2 days, 16:24:06, time: 1.482, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1612, s0.acc: 94.1626, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1915, s1.loss_cls: 0.0758, s1.acc: 94.5172, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0910, s2.loss_cls: 0.0381, s2.acc: 94.3865, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0426, loss: 1.0718 2022-05-14 01:39:27,182 - mmdet - INFO - Epoch [15][5400/7330] lr: 1.000e-04, eta: 2 days, 16:22:51, time: 1.471, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1736, s0.loss_cls: 0.1606, s0.acc: 94.0867, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1985, s1.loss_cls: 0.0738, s1.acc: 94.5415, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0928, s2.loss_cls: 0.0374, s2.acc: 94.4200, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0438, loss: 1.0865 2022-05-14 01:40:41,299 - mmdet - INFO - Epoch [15][5450/7330] lr: 1.000e-04, eta: 2 days, 16:21:36, time: 1.480, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1710, s0.loss_cls: 0.1523, s0.acc: 94.4026, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1938, s1.loss_cls: 0.0718, s1.acc: 94.6937, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0915, s2.loss_cls: 0.0372, s2.acc: 94.4539, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0434, loss: 1.0597 2022-05-14 01:41:54,725 - mmdet - INFO - Epoch [15][5500/7330] lr: 1.000e-04, eta: 2 days, 16:20:21, time: 1.471, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1691, s0.loss_cls: 0.1631, s0.acc: 94.0869, s0.loss_bbox: 0.0937, s0.loss_mask: 0.1935, s1.loss_cls: 0.0738, s1.acc: 94.5814, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0910, s2.loss_cls: 0.0378, s2.acc: 94.3816, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0429, loss: 1.0797 2022-05-14 01:43:08,404 - mmdet - INFO - Epoch [15][5550/7330] lr: 1.000e-04, eta: 2 days, 16:19:05, time: 1.474, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1665, s0.loss_cls: 0.1567, s0.acc: 94.1829, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1939, s1.loss_cls: 0.0721, s1.acc: 94.6743, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0910, s2.loss_cls: 0.0368, s2.acc: 94.4856, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0430, loss: 1.0624 2022-05-14 01:44:21,429 - mmdet - INFO - Epoch [15][5600/7330] lr: 1.000e-04, eta: 2 days, 16:17:49, time: 1.460, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1712, s0.loss_cls: 0.1631, s0.acc: 94.0874, s0.loss_bbox: 0.0948, s0.loss_mask: 0.1996, s1.loss_cls: 0.0765, s1.acc: 94.4085, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0932, s2.loss_cls: 0.0388, s2.acc: 94.1913, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0437, loss: 1.0979 2022-05-14 01:45:35,653 - mmdet - INFO - Epoch [15][5650/7330] lr: 1.000e-04, eta: 2 days, 16:16:34, time: 1.484, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1592, s0.acc: 94.1753, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1888, s1.loss_cls: 0.0734, s1.acc: 94.6394, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0887, s2.loss_cls: 0.0372, s2.acc: 94.5803, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0414, loss: 1.0510 2022-05-14 01:46:49,370 - mmdet - INFO - Epoch [15][5700/7330] lr: 1.000e-04, eta: 2 days, 16:15:19, time: 1.475, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0305, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1732, s0.acc: 93.7124, s0.loss_bbox: 0.0959, s0.loss_mask: 0.1981, s1.loss_cls: 0.0804, s1.acc: 94.1519, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0931, s2.loss_cls: 0.0412, s2.acc: 93.8207, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0433, loss: 1.1204 2022-05-14 01:48:02,847 - mmdet - INFO - Epoch [15][5750/7330] lr: 1.000e-04, eta: 2 days, 16:14:04, time: 1.469, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1721, s0.loss_cls: 0.1688, s0.acc: 93.8875, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1955, s1.loss_cls: 0.0788, s1.acc: 94.2528, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0923, s2.loss_cls: 0.0407, s2.acc: 93.9502, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0435, loss: 1.1036 2022-05-14 01:49:15,306 - mmdet - INFO - Epoch [15][5800/7330] lr: 1.000e-04, eta: 2 days, 16:12:47, time: 1.449, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1641, s0.loss_cls: 0.1553, s0.acc: 94.2534, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1904, s1.loss_cls: 0.0719, s1.acc: 94.6996, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0895, s2.loss_cls: 0.0372, s2.acc: 94.4154, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0423, loss: 1.0543 2022-05-14 01:50:28,856 - mmdet - INFO - Epoch [15][5850/7330] lr: 1.000e-04, eta: 2 days, 16:11:31, time: 1.471, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1681, s0.loss_cls: 0.1566, s0.acc: 94.2463, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1880, s1.loss_cls: 0.0726, s1.acc: 94.7456, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0887, s2.loss_cls: 0.0371, s2.acc: 94.5392, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0416, loss: 1.0467 2022-05-14 01:51:40,680 - mmdet - INFO - Epoch [15][5900/7330] lr: 1.000e-04, eta: 2 days, 16:10:13, time: 1.436, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1742, s0.loss_cls: 0.1499, s0.acc: 94.5767, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1844, s1.loss_cls: 0.0688, s1.acc: 95.0617, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0862, s2.loss_cls: 0.0354, s2.acc: 94.7998, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0407, loss: 1.0255 2022-05-14 01:52:53,506 - mmdet - INFO - Epoch [15][5950/7330] lr: 1.000e-04, eta: 2 days, 16:08:57, time: 1.456, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1796, s0.loss_cls: 0.1632, s0.acc: 93.9768, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1892, s1.loss_cls: 0.0753, s1.acc: 94.4522, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0892, s2.loss_cls: 0.0383, s2.acc: 94.2403, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0424, loss: 1.0904 2022-05-14 01:54:06,799 - mmdet - INFO - Epoch [15][6000/7330] lr: 1.000e-04, eta: 2 days, 16:07:41, time: 1.465, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0295, loss_semantic_seg: 0.1761, s0.loss_cls: 0.1630, s0.acc: 94.0408, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1921, s1.loss_cls: 0.0754, s1.acc: 94.5180, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0908, s2.loss_cls: 0.0384, s2.acc: 94.3110, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0426, loss: 1.0876 2022-05-14 01:55:20,901 - mmdet - INFO - Epoch [15][6050/7330] lr: 1.000e-04, eta: 2 days, 16:06:26, time: 1.482, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1727, s0.loss_cls: 0.1661, s0.acc: 94.0054, s0.loss_bbox: 0.0976, s0.loss_mask: 0.1963, s1.loss_cls: 0.0764, s1.acc: 94.5326, s1.loss_bbox: 0.1070, s1.loss_mask: 0.0921, s2.loss_cls: 0.0396, s2.acc: 94.2731, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0433, loss: 1.1086 2022-05-14 01:56:34,183 - mmdet - INFO - Epoch [15][6100/7330] lr: 1.000e-04, eta: 2 days, 16:05:10, time: 1.465, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1662, s0.loss_cls: 0.1632, s0.acc: 94.1106, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1914, s1.loss_cls: 0.0742, s1.acc: 94.5585, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0898, s2.loss_cls: 0.0380, s2.acc: 94.3778, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0427, loss: 1.0661 2022-05-14 01:57:47,371 - mmdet - INFO - Epoch [15][6150/7330] lr: 1.000e-04, eta: 2 days, 16:03:54, time: 1.464, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1756, s0.loss_cls: 0.1613, s0.acc: 94.2964, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1918, s1.loss_cls: 0.0751, s1.acc: 94.7224, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0899, s2.loss_cls: 0.0383, s2.acc: 94.5609, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0423, loss: 1.0694 2022-05-14 01:59:00,711 - mmdet - INFO - Epoch [15][6200/7330] lr: 1.000e-04, eta: 2 days, 16:02:38, time: 1.466, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1590, s0.loss_cls: 0.1572, s0.acc: 94.3237, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1880, s1.loss_cls: 0.0730, s1.acc: 94.8205, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0881, s2.loss_cls: 0.0370, s2.acc: 94.6394, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0414, loss: 1.0403 2022-05-14 02:00:17,151 - mmdet - INFO - Epoch [15][6250/7330] lr: 1.000e-04, eta: 2 days, 16:01:27, time: 1.527, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1606, s0.loss_cls: 0.1552, s0.acc: 94.1985, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1886, s1.loss_cls: 0.0717, s1.acc: 94.7514, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0894, s2.loss_cls: 0.0364, s2.acc: 94.5665, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0423, loss: 1.0367 2022-05-14 02:01:30,059 - mmdet - INFO - Epoch [15][6300/7330] lr: 1.000e-04, eta: 2 days, 16:00:11, time: 1.460, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1610, s0.acc: 94.1250, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1959, s1.loss_cls: 0.0760, s1.acc: 94.5469, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0923, s2.loss_cls: 0.0386, s2.acc: 94.3760, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0434, loss: 1.0793 2022-05-14 02:02:42,742 - mmdet - INFO - Epoch [15][6350/7330] lr: 1.000e-04, eta: 2 days, 15:58:54, time: 1.454, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1681, s0.loss_cls: 0.1630, s0.acc: 94.0562, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1909, s1.loss_cls: 0.0763, s1.acc: 94.4247, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0903, s2.loss_cls: 0.0390, s2.acc: 94.2254, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0427, loss: 1.0744 2022-05-14 02:03:57,102 - mmdet - INFO - Epoch [15][6400/7330] lr: 1.000e-04, eta: 2 days, 15:57:40, time: 1.487, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0288, loss_semantic_seg: 0.1680, s0.loss_cls: 0.1552, s0.acc: 94.3259, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1892, s1.loss_cls: 0.0721, s1.acc: 94.6726, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0890, s2.loss_cls: 0.0367, s2.acc: 94.5820, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0421, loss: 1.0554 2022-05-14 02:05:10,683 - mmdet - INFO - Epoch [15][6450/7330] lr: 1.000e-04, eta: 2 days, 15:56:24, time: 1.472, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1740, s0.loss_cls: 0.1608, s0.acc: 94.1619, s0.loss_bbox: 0.0909, s0.loss_mask: 0.1944, s1.loss_cls: 0.0750, s1.acc: 94.5720, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0911, s2.loss_cls: 0.0381, s2.acc: 94.3505, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0430, loss: 1.0789 2022-05-14 02:06:23,646 - mmdet - INFO - Epoch [15][6500/7330] lr: 1.000e-04, eta: 2 days, 15:55:08, time: 1.459, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1647, s0.acc: 94.0745, s0.loss_bbox: 0.0937, s0.loss_mask: 0.1905, s1.loss_cls: 0.0766, s1.acc: 94.4950, s1.loss_bbox: 0.1022, s1.loss_mask: 0.0893, s2.loss_cls: 0.0385, s2.acc: 94.4874, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0421, loss: 1.0781 2022-05-14 02:07:36,897 - mmdet - INFO - Epoch [15][6550/7330] lr: 1.000e-04, eta: 2 days, 15:53:52, time: 1.465, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1670, s0.loss_cls: 0.1561, s0.acc: 94.2629, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1943, s1.loss_cls: 0.0735, s1.acc: 94.6343, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0920, s2.loss_cls: 0.0373, s2.acc: 94.3881, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0435, loss: 1.0615 2022-05-14 02:08:50,219 - mmdet - INFO - Epoch [15][6600/7330] lr: 1.000e-04, eta: 2 days, 15:52:36, time: 1.466, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1771, s0.loss_cls: 0.1519, s0.acc: 94.4763, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1884, s1.loss_cls: 0.0717, s1.acc: 94.8026, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0893, s2.loss_cls: 0.0362, s2.acc: 94.6570, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0423, loss: 1.0457 2022-05-14 02:10:04,532 - mmdet - INFO - Epoch [15][6650/7330] lr: 1.000e-04, eta: 2 days, 15:51:22, time: 1.486, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1655, s0.loss_cls: 0.1610, s0.acc: 94.1118, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1910, s1.loss_cls: 0.0761, s1.acc: 94.5088, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0900, s2.loss_cls: 0.0390, s2.acc: 94.3053, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0423, loss: 1.0671 2022-05-14 02:11:17,227 - mmdet - INFO - Epoch [15][6700/7330] lr: 1.000e-04, eta: 2 days, 15:50:05, time: 1.454, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1590, s0.acc: 94.2832, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1970, s1.loss_cls: 0.0723, s1.acc: 94.7882, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0915, s2.loss_cls: 0.0373, s2.acc: 94.5860, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0428, loss: 1.0796 2022-05-14 02:12:31,058 - mmdet - INFO - Epoch [15][6750/7330] lr: 1.000e-04, eta: 2 days, 15:48:50, time: 1.474, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1826, s0.loss_cls: 0.1673, s0.acc: 94.0444, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1977, s1.loss_cls: 0.0767, s1.acc: 94.5764, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0932, s2.loss_cls: 0.0392, s2.acc: 94.3009, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0436, loss: 1.1149 2022-05-14 02:13:44,237 - mmdet - INFO - Epoch [15][6800/7330] lr: 1.000e-04, eta: 2 days, 15:47:34, time: 1.466, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1718, s0.loss_cls: 0.1536, s0.acc: 94.4739, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1921, s1.loss_cls: 0.0708, s1.acc: 94.9004, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0902, s2.loss_cls: 0.0366, s2.acc: 94.7788, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0423, loss: 1.0500 2022-05-14 02:14:56,615 - mmdet - INFO - Epoch [15][6850/7330] lr: 1.000e-04, eta: 2 days, 15:46:17, time: 1.447, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1513, s0.acc: 94.5989, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1883, s1.loss_cls: 0.0691, s1.acc: 95.0880, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0891, s2.loss_cls: 0.0351, s2.acc: 94.9289, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0420, loss: 1.0271 2022-05-14 02:16:08,753 - mmdet - INFO - Epoch [15][6900/7330] lr: 1.000e-04, eta: 2 days, 15:44:59, time: 1.443, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1537, s0.acc: 94.4004, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1916, s1.loss_cls: 0.0719, s1.acc: 94.7604, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0906, s2.loss_cls: 0.0371, s2.acc: 94.5904, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0430, loss: 1.0480 2022-05-14 02:17:21,760 - mmdet - INFO - Epoch [15][6950/7330] lr: 1.000e-04, eta: 2 days, 15:43:43, time: 1.460, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1527, s0.acc: 94.4070, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1890, s1.loss_cls: 0.0703, s1.acc: 94.8627, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0893, s2.loss_cls: 0.0361, s2.acc: 94.6954, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0423, loss: 1.0327 2022-05-14 02:18:35,311 - mmdet - INFO - Epoch [15][7000/7330] lr: 1.000e-04, eta: 2 days, 15:42:28, time: 1.471, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1614, s0.acc: 94.1606, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1969, s1.loss_cls: 0.0758, s1.acc: 94.4752, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0927, s2.loss_cls: 0.0390, s2.acc: 94.1613, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0435, loss: 1.0939 2022-05-14 02:19:48,530 - mmdet - INFO - Epoch [15][7050/7330] lr: 1.000e-04, eta: 2 days, 15:41:12, time: 1.464, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1720, s0.loss_cls: 0.1527, s0.acc: 94.3740, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1958, s1.loss_cls: 0.0692, s1.acc: 94.9681, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0922, s2.loss_cls: 0.0356, s2.acc: 94.7333, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0434, loss: 1.0630 2022-05-14 02:21:00,654 - mmdet - INFO - Epoch [15][7100/7330] lr: 1.000e-04, eta: 2 days, 15:39:54, time: 1.442, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1630, s0.loss_cls: 0.1584, s0.acc: 94.2654, s0.loss_bbox: 0.0916, s0.loss_mask: 0.1933, s1.loss_cls: 0.0726, s1.acc: 94.7632, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0902, s2.loss_cls: 0.0372, s2.acc: 94.5392, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0422, loss: 1.0625 2022-05-14 02:22:12,492 - mmdet - INFO - Epoch [15][7150/7330] lr: 1.000e-04, eta: 2 days, 15:38:37, time: 1.437, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1711, s0.loss_cls: 0.1535, s0.acc: 94.4761, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1869, s1.loss_cls: 0.0713, s1.acc: 94.9433, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0882, s2.loss_cls: 0.0363, s2.acc: 94.7178, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0415, loss: 1.0390 2022-05-14 02:23:25,526 - mmdet - INFO - Epoch [15][7200/7330] lr: 1.000e-04, eta: 2 days, 15:37:20, time: 1.461, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1697, s0.loss_cls: 0.1530, s0.acc: 94.3701, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1945, s1.loss_cls: 0.0707, s1.acc: 94.7974, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0918, s2.loss_cls: 0.0356, s2.acc: 94.6871, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0431, loss: 1.0586 2022-05-14 02:24:37,958 - mmdet - INFO - Epoch [15][7250/7330] lr: 1.000e-04, eta: 2 days, 15:36:03, time: 1.449, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1684, s0.loss_cls: 0.1540, s0.acc: 94.3149, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1976, s1.loss_cls: 0.0715, s1.acc: 94.7726, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0950, s2.loss_cls: 0.0368, s2.acc: 94.4714, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0445, loss: 1.0679 2022-05-14 02:25:51,453 - mmdet - INFO - Epoch [15][7300/7330] lr: 1.000e-04, eta: 2 days, 15:34:48, time: 1.470, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1584, s0.acc: 94.0627, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1931, s1.loss_cls: 0.0738, s1.acc: 94.5018, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0913, s2.loss_cls: 0.0377, s2.acc: 94.2622, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0427, loss: 1.0691 2022-05-14 02:26:53,366 - mmdet - INFO - Saving checkpoint at 15 epochs 2022-05-14 02:32:07,429 - mmdet - INFO - Evaluating bbox... 2022-05-14 02:32:55,827 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.560 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.747 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.619 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.422 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.600 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.691 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.726 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.726 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.726 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.763 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.860 2022-05-14 02:32:55,828 - mmdet - INFO - Evaluating segm... 2022-05-14 02:33:50,290 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.490 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.728 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.537 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.303 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.525 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.670 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.481 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 ] = 0.780 2022-05-14 02:33:51,286 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 02:33:51,289 - mmdet - INFO - Epoch(val) [15][313] bbox_mAP: 0.5600, bbox_mAP_50: 0.7470, bbox_mAP_75: 0.6190, bbox_mAP_s: 0.4220, bbox_mAP_m: 0.6000, bbox_mAP_l: 0.6910, bbox_mAP_copypaste: 0.560 0.747 0.619 0.422 0.600 0.691, segm_mAP: 0.4900, segm_mAP_50: 0.7280, segm_mAP_75: 0.5370, segm_mAP_s: 0.3030, segm_mAP_m: 0.5250, segm_mAP_l: 0.6700, segm_mAP_copypaste: 0.490 0.728 0.537 0.303 0.525 0.670 2022-05-14 02:39:27,627 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 02:39:27,666 - mmdet - INFO - Epoch [16][50/7330] lr: 1.000e-04, eta: 2 days, 15:37:53, time: 6.725, data_time: 5.268, memory: 64756, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1628, s0.loss_cls: 0.1428, s0.acc: 94.7554, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1871, s1.loss_cls: 0.0653, s1.acc: 95.2911, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0879, s2.loss_cls: 0.0328, s2.acc: 95.2194, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0416, loss: 1.0029 2022-05-14 02:40:40,599 - mmdet - INFO - Epoch [16][100/7330] lr: 1.000e-04, eta: 2 days, 15:36:37, time: 1.460, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1603, s0.loss_cls: 0.1478, s0.acc: 94.5540, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1911, s1.loss_cls: 0.0676, s1.acc: 95.0258, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0904, s2.loss_cls: 0.0349, s2.acc: 94.7537, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0426, loss: 1.0305 2022-05-14 02:41:53,713 - mmdet - INFO - Epoch [16][150/7330] lr: 1.000e-04, eta: 2 days, 15:35:20, time: 1.462, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1615, s0.loss_cls: 0.1447, s0.acc: 94.7183, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1868, s1.loss_cls: 0.0671, s1.acc: 95.1801, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0876, s2.loss_cls: 0.0341, s2.acc: 94.8821, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0411, loss: 1.0097 2022-05-14 02:43:07,124 - mmdet - INFO - Epoch [16][200/7330] lr: 1.000e-04, eta: 2 days, 15:34:04, time: 1.468, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1417, s0.acc: 94.6770, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1875, s1.loss_cls: 0.0652, s1.acc: 95.1245, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0884, s2.loss_cls: 0.0337, s2.acc: 94.9838, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0416, loss: 1.0057 2022-05-14 02:44:20,472 - mmdet - INFO - Epoch [16][250/7330] lr: 1.000e-04, eta: 2 days, 15:32:48, time: 1.466, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1502, s0.acc: 94.4258, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1944, s1.loss_cls: 0.0713, s1.acc: 94.6461, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0918, s2.loss_cls: 0.0356, s2.acc: 94.5560, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0431, loss: 1.0473 2022-05-14 02:45:35,281 - mmdet - INFO - Epoch [16][300/7330] lr: 1.000e-04, eta: 2 days, 15:31:35, time: 1.496, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1639, s0.loss_cls: 0.1578, s0.acc: 94.1980, s0.loss_bbox: 0.0944, s0.loss_mask: 0.1991, s1.loss_cls: 0.0727, s1.acc: 94.6526, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0943, s2.loss_cls: 0.0368, s2.acc: 94.4668, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0443, loss: 1.0830 2022-05-14 02:46:48,989 - mmdet - INFO - Epoch [16][350/7330] lr: 1.000e-04, eta: 2 days, 15:30:19, time: 1.474, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1634, s0.loss_cls: 0.1548, s0.acc: 94.2603, s0.loss_bbox: 0.0927, s0.loss_mask: 0.1954, s1.loss_cls: 0.0721, s1.acc: 94.6730, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0919, s2.loss_cls: 0.0363, s2.acc: 94.5803, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0432, loss: 1.0642 2022-05-14 02:48:02,751 - mmdet - INFO - Epoch [16][400/7330] lr: 1.000e-04, eta: 2 days, 15:29:04, time: 1.475, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1683, s0.loss_cls: 0.1590, s0.acc: 94.1848, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1931, s1.loss_cls: 0.0741, s1.acc: 94.6848, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0906, s2.loss_cls: 0.0377, s2.acc: 94.5025, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0427, loss: 1.0734 2022-05-14 02:49:16,596 - mmdet - INFO - Epoch [16][450/7330] lr: 1.000e-04, eta: 2 days, 15:27:49, time: 1.477, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1595, s0.acc: 94.1653, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1958, s1.loss_cls: 0.0748, s1.acc: 94.6126, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0926, s2.loss_cls: 0.0379, s2.acc: 94.4606, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0440, loss: 1.0744 2022-05-14 02:50:29,629 - mmdet - INFO - Epoch [16][500/7330] lr: 1.000e-04, eta: 2 days, 15:26:32, time: 1.460, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1649, s0.loss_cls: 0.1476, s0.acc: 94.4810, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1896, s1.loss_cls: 0.0679, s1.acc: 94.9435, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0897, s2.loss_cls: 0.0352, s2.acc: 94.7762, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0425, loss: 1.0311 2022-05-14 02:51:43,182 - mmdet - INFO - Epoch [16][550/7330] lr: 1.000e-04, eta: 2 days, 15:25:17, time: 1.472, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1674, s0.loss_cls: 0.1482, s0.acc: 94.5564, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1917, s1.loss_cls: 0.0677, s1.acc: 95.0343, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0902, s2.loss_cls: 0.0349, s2.acc: 94.7398, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0427, loss: 1.0322 2022-05-14 02:52:56,426 - mmdet - INFO - Epoch [16][600/7330] lr: 1.000e-04, eta: 2 days, 15:24:00, time: 1.465, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1562, s0.acc: 94.2844, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1881, s1.loss_cls: 0.0723, s1.acc: 94.7508, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0888, s2.loss_cls: 0.0373, s2.acc: 94.5052, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0418, loss: 1.0435 2022-05-14 02:54:09,509 - mmdet - INFO - Epoch [16][650/7330] lr: 1.000e-04, eta: 2 days, 15:22:44, time: 1.461, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1540, s0.acc: 94.4114, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1908, s1.loss_cls: 0.0722, s1.acc: 94.8008, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0891, s2.loss_cls: 0.0367, s2.acc: 94.5586, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0420, loss: 1.0477 2022-05-14 02:55:23,119 - mmdet - INFO - Epoch [16][700/7330] lr: 1.000e-04, eta: 2 days, 15:21:29, time: 1.472, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1559, s0.acc: 94.2219, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1956, s1.loss_cls: 0.0717, s1.acc: 94.7012, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0917, s2.loss_cls: 0.0365, s2.acc: 94.4506, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0432, loss: 1.0649 2022-05-14 02:56:35,567 - mmdet - INFO - Epoch [16][750/7330] lr: 1.000e-04, eta: 2 days, 15:20:11, time: 1.449, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1470, s0.acc: 94.6670, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1914, s1.loss_cls: 0.0670, s1.acc: 95.1125, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0907, s2.loss_cls: 0.0348, s2.acc: 94.9608, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0431, loss: 1.0214 2022-05-14 02:57:49,227 - mmdet - INFO - Epoch [16][800/7330] lr: 1.000e-04, eta: 2 days, 15:18:56, time: 1.473, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1680, s0.loss_cls: 0.1578, s0.acc: 94.1921, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1858, s1.loss_cls: 0.0735, s1.acc: 94.6443, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0874, s2.loss_cls: 0.0370, s2.acc: 94.5214, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0415, loss: 1.0467 2022-05-14 02:59:02,944 - mmdet - INFO - Epoch [16][850/7330] lr: 1.000e-04, eta: 2 days, 15:17:41, time: 1.475, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1583, s0.acc: 94.2668, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1900, s1.loss_cls: 0.0732, s1.acc: 94.7560, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0901, s2.loss_cls: 0.0369, s2.acc: 94.5651, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0425, loss: 1.0588 2022-05-14 03:00:16,351 - mmdet - INFO - Epoch [16][900/7330] lr: 1.000e-04, eta: 2 days, 15:16:25, time: 1.468, data_time: 0.011, memory: 64756, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1709, s0.loss_cls: 0.1562, s0.acc: 94.2781, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1953, s1.loss_cls: 0.0729, s1.acc: 94.6867, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0927, s2.loss_cls: 0.0379, s2.acc: 94.3988, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0435, loss: 1.0743 2022-05-14 03:01:29,722 - mmdet - INFO - Epoch [16][950/7330] lr: 1.000e-04, eta: 2 days, 15:15:09, time: 1.467, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1744, s0.loss_cls: 0.1561, s0.acc: 94.2446, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1984, s1.loss_cls: 0.0721, s1.acc: 94.6953, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0930, s2.loss_cls: 0.0372, s2.acc: 94.4301, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0440, loss: 1.0831 2022-05-14 03:02:42,191 - mmdet - INFO - Epoch [16][1000/7330] lr: 1.000e-04, eta: 2 days, 15:13:52, time: 1.449, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1513, s0.acc: 94.4619, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1885, s1.loss_cls: 0.0705, s1.acc: 94.8685, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0888, s2.loss_cls: 0.0351, s2.acc: 94.8193, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0419, loss: 1.0354 2022-05-14 03:03:56,337 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 03:03:56,338 - mmdet - INFO - Epoch [16][1050/7330] lr: 1.000e-04, eta: 2 days, 15:12:37, time: 1.483, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1637, s0.loss_cls: 0.1582, s0.acc: 94.2129, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1918, s1.loss_cls: 0.0721, s1.acc: 94.7225, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0901, s2.loss_cls: 0.0369, s2.acc: 94.4641, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0423, loss: 1.0592 2022-05-14 03:05:09,714 - mmdet - INFO - Epoch [16][1100/7330] lr: 1.000e-04, eta: 2 days, 15:11:21, time: 1.467, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1611, s0.acc: 94.0103, s0.loss_bbox: 0.0943, s0.loss_mask: 0.1959, s1.loss_cls: 0.0762, s1.acc: 94.4469, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0922, s2.loss_cls: 0.0390, s2.acc: 94.1841, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0435, loss: 1.0844 2022-05-14 03:06:23,211 - mmdet - INFO - Epoch [16][1150/7330] lr: 1.000e-04, eta: 2 days, 15:10:05, time: 1.470, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1532, s0.acc: 94.4041, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1928, s1.loss_cls: 0.0721, s1.acc: 94.7576, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0911, s2.loss_cls: 0.0367, s2.acc: 94.6085, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0432, loss: 1.0425 2022-05-14 03:07:35,742 - mmdet - INFO - Epoch [16][1200/7330] lr: 1.000e-04, eta: 2 days, 15:08:48, time: 1.451, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1755, s0.loss_cls: 0.1513, s0.acc: 94.4124, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1917, s1.loss_cls: 0.0708, s1.acc: 94.7824, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0897, s2.loss_cls: 0.0360, s2.acc: 94.6160, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0423, loss: 1.0613 2022-05-14 03:08:50,047 - mmdet - INFO - Epoch [16][1250/7330] lr: 1.000e-04, eta: 2 days, 15:07:34, time: 1.486, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1544, s0.acc: 94.3970, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1888, s1.loss_cls: 0.0724, s1.acc: 94.7669, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0886, s2.loss_cls: 0.0370, s2.acc: 94.4854, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0419, loss: 1.0507 2022-05-14 03:10:03,751 - mmdet - INFO - Epoch [16][1300/7330] lr: 1.000e-04, eta: 2 days, 15:06:18, time: 1.474, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1718, s0.loss_cls: 0.1595, s0.acc: 94.1714, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1934, s1.loss_cls: 0.0732, s1.acc: 94.6612, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0912, s2.loss_cls: 0.0371, s2.acc: 94.4827, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0430, loss: 1.0687 2022-05-14 03:11:17,089 - mmdet - INFO - Epoch [16][1350/7330] lr: 1.000e-04, eta: 2 days, 15:05:02, time: 1.467, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1659, s0.loss_cls: 0.1523, s0.acc: 94.4116, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1892, s1.loss_cls: 0.0697, s1.acc: 94.8341, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0891, s2.loss_cls: 0.0358, s2.acc: 94.6715, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0422, loss: 1.0320 2022-05-14 03:12:31,273 - mmdet - INFO - Epoch [16][1400/7330] lr: 1.000e-04, eta: 2 days, 15:03:48, time: 1.484, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1658, s0.loss_cls: 0.1510, s0.acc: 94.4648, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1924, s1.loss_cls: 0.0705, s1.acc: 94.9345, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0908, s2.loss_cls: 0.0358, s2.acc: 94.7288, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0431, loss: 1.0375 2022-05-14 03:13:44,918 - mmdet - INFO - Epoch [16][1450/7330] lr: 1.000e-04, eta: 2 days, 15:02:32, time: 1.473, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1527, s0.acc: 94.3088, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1901, s1.loss_cls: 0.0704, s1.acc: 94.7929, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0887, s2.loss_cls: 0.0354, s2.acc: 94.7180, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0424, loss: 1.0345 2022-05-14 03:14:58,643 - mmdet - INFO - Epoch [16][1500/7330] lr: 1.000e-04, eta: 2 days, 15:01:17, time: 1.474, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1531, s0.acc: 94.3704, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1871, s1.loss_cls: 0.0712, s1.acc: 94.7842, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0875, s2.loss_cls: 0.0363, s2.acc: 94.5447, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0413, loss: 1.0330 2022-05-14 03:16:13,378 - mmdet - INFO - Epoch [16][1550/7330] lr: 1.000e-04, eta: 2 days, 15:00:03, time: 1.495, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1558, s0.acc: 94.2856, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1880, s1.loss_cls: 0.0726, s1.acc: 94.6805, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0881, s2.loss_cls: 0.0371, s2.acc: 94.5877, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0411, loss: 1.0387 2022-05-14 03:17:28,077 - mmdet - INFO - Epoch [16][1600/7330] lr: 1.000e-04, eta: 2 days, 14:58:49, time: 1.493, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1683, s0.loss_cls: 0.1518, s0.acc: 94.3335, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1942, s1.loss_cls: 0.0712, s1.acc: 94.7351, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0919, s2.loss_cls: 0.0363, s2.acc: 94.5401, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0434, loss: 1.0566 2022-05-14 03:18:43,218 - mmdet - INFO - Epoch [16][1650/7330] lr: 1.000e-04, eta: 2 days, 14:57:35, time: 1.503, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1711, s0.loss_cls: 0.1603, s0.acc: 94.1179, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1945, s1.loss_cls: 0.0733, s1.acc: 94.6657, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0915, s2.loss_cls: 0.0374, s2.acc: 94.5019, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0433, loss: 1.0760 2022-05-14 03:19:56,872 - mmdet - INFO - Epoch [16][1700/7330] lr: 1.000e-04, eta: 2 days, 14:56:20, time: 1.473, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1522, s0.acc: 94.4973, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1906, s1.loss_cls: 0.0714, s1.acc: 94.8662, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0899, s2.loss_cls: 0.0365, s2.acc: 94.6453, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0423, loss: 1.0366 2022-05-14 03:21:11,047 - mmdet - INFO - Epoch [16][1750/7330] lr: 1.000e-04, eta: 2 days, 14:55:05, time: 1.483, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1647, s0.loss_cls: 0.1546, s0.acc: 94.3025, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1958, s1.loss_cls: 0.0715, s1.acc: 94.7096, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0916, s2.loss_cls: 0.0358, s2.acc: 94.6611, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0429, loss: 1.0585 2022-05-14 03:22:24,763 - mmdet - INFO - Epoch [16][1800/7330] lr: 1.000e-04, eta: 2 days, 14:53:50, time: 1.474, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1607, s0.acc: 94.1523, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1949, s1.loss_cls: 0.0744, s1.acc: 94.7320, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0922, s2.loss_cls: 0.0371, s2.acc: 94.5510, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0438, loss: 1.0655 2022-05-14 03:23:38,994 - mmdet - INFO - Epoch [16][1850/7330] lr: 1.000e-04, eta: 2 days, 14:52:35, time: 1.484, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1642, s0.acc: 94.0649, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1943, s1.loss_cls: 0.0775, s1.acc: 94.3852, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0917, s2.loss_cls: 0.0390, s2.acc: 94.3161, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0428, loss: 1.0810 2022-05-14 03:24:52,028 - mmdet - INFO - Epoch [16][1900/7330] lr: 1.000e-04, eta: 2 days, 14:51:19, time: 1.461, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1603, s0.loss_cls: 0.1433, s0.acc: 94.6550, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1877, s1.loss_cls: 0.0665, s1.acc: 95.0832, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0888, s2.loss_cls: 0.0342, s2.acc: 94.8010, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0420, loss: 1.0080 2022-05-14 03:26:05,744 - mmdet - INFO - Epoch [16][1950/7330] lr: 1.000e-04, eta: 2 days, 14:50:03, time: 1.475, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1499, s0.acc: 94.4062, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1942, s1.loss_cls: 0.0683, s1.acc: 94.9084, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0913, s2.loss_cls: 0.0349, s2.acc: 94.7627, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0431, loss: 1.0421 2022-05-14 03:27:18,782 - mmdet - INFO - Epoch [16][2000/7330] lr: 1.000e-04, eta: 2 days, 14:48:47, time: 1.461, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1701, s0.loss_cls: 0.1598, s0.acc: 94.2476, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1963, s1.loss_cls: 0.0736, s1.acc: 94.7432, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0923, s2.loss_cls: 0.0374, s2.acc: 94.5445, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0435, loss: 1.0801 2022-05-14 03:28:33,441 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 03:28:33,443 - mmdet - INFO - Epoch [16][2050/7330] lr: 1.000e-04, eta: 2 days, 14:47:33, time: 1.493, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1692, s0.loss_cls: 0.1598, s0.acc: 94.2139, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1971, s1.loss_cls: 0.0742, s1.acc: 94.6802, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0930, s2.loss_cls: 0.0373, s2.acc: 94.5143, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0440, loss: 1.0799 2022-05-14 03:29:46,532 - mmdet - INFO - Epoch [16][2100/7330] lr: 1.000e-04, eta: 2 days, 14:46:17, time: 1.462, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1665, s0.loss_cls: 0.1545, s0.acc: 94.3979, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1913, s1.loss_cls: 0.0724, s1.acc: 94.7582, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0909, s2.loss_cls: 0.0375, s2.acc: 94.4277, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0428, loss: 1.0564 2022-05-14 03:31:00,829 - mmdet - INFO - Epoch [16][2150/7330] lr: 1.000e-04, eta: 2 days, 14:45:02, time: 1.486, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1781, s0.loss_cls: 0.1608, s0.acc: 94.2263, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1878, s1.loss_cls: 0.0741, s1.acc: 94.8185, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0880, s2.loss_cls: 0.0371, s2.acc: 94.6915, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0417, loss: 1.0578 2022-05-14 03:32:14,600 - mmdet - INFO - Epoch [16][2200/7330] lr: 1.000e-04, eta: 2 days, 14:43:47, time: 1.475, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1659, s0.loss_cls: 0.1576, s0.acc: 94.2271, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1916, s1.loss_cls: 0.0728, s1.acc: 94.7734, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0897, s2.loss_cls: 0.0368, s2.acc: 94.6377, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0423, loss: 1.0635 2022-05-14 03:33:28,937 - mmdet - INFO - Epoch [16][2250/7330] lr: 1.000e-04, eta: 2 days, 14:42:32, time: 1.487, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1611, s0.loss_cls: 0.1633, s0.acc: 94.1191, s0.loss_bbox: 0.0932, s0.loss_mask: 0.1922, s1.loss_cls: 0.0749, s1.acc: 94.6136, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0907, s2.loss_cls: 0.0379, s2.acc: 94.4711, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0428, loss: 1.0716 2022-05-14 03:34:42,136 - mmdet - INFO - Epoch [16][2300/7330] lr: 1.000e-04, eta: 2 days, 14:41:16, time: 1.464, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1649, s0.loss_cls: 0.1422, s0.acc: 94.7959, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1852, s1.loss_cls: 0.0655, s1.acc: 95.2097, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0876, s2.loss_cls: 0.0338, s2.acc: 95.0236, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0413, loss: 0.9996 2022-05-14 03:35:56,335 - mmdet - INFO - Epoch [16][2350/7330] lr: 1.000e-04, eta: 2 days, 14:40:02, time: 1.484, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1549, s0.acc: 94.2190, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1956, s1.loss_cls: 0.0720, s1.acc: 94.6472, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0923, s2.loss_cls: 0.0363, s2.acc: 94.5577, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0436, loss: 1.0681 2022-05-14 03:37:09,786 - mmdet - INFO - Epoch [16][2400/7330] lr: 1.000e-04, eta: 2 days, 14:38:46, time: 1.469, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1469, s0.acc: 94.5906, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1877, s1.loss_cls: 0.0672, s1.acc: 95.0307, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0879, s2.loss_cls: 0.0344, s2.acc: 94.7847, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0413, loss: 1.0125 2022-05-14 03:38:23,098 - mmdet - INFO - Epoch [16][2450/7330] lr: 1.000e-04, eta: 2 days, 14:37:30, time: 1.466, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1640, s0.loss_cls: 0.1569, s0.acc: 94.2461, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1853, s1.loss_cls: 0.0719, s1.acc: 94.7128, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0878, s2.loss_cls: 0.0365, s2.acc: 94.5005, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0416, loss: 1.0384 2022-05-14 03:39:35,586 - mmdet - INFO - Epoch [16][2500/7330] lr: 1.000e-04, eta: 2 days, 14:36:13, time: 1.450, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1634, s0.loss_cls: 0.1580, s0.acc: 94.2712, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1946, s1.loss_cls: 0.0729, s1.acc: 94.7401, s1.loss_bbox: 0.1030, s1.loss_mask: 0.0915, s2.loss_cls: 0.0370, s2.acc: 94.5383, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0432, loss: 1.0700 2022-05-14 03:40:49,636 - mmdet - INFO - Epoch [16][2550/7330] lr: 1.000e-04, eta: 2 days, 14:34:58, time: 1.481, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1758, s0.loss_cls: 0.1581, s0.acc: 94.3396, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1932, s1.loss_cls: 0.0729, s1.acc: 94.8025, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0906, s2.loss_cls: 0.0371, s2.acc: 94.6102, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0426, loss: 1.0761 2022-05-14 03:42:02,941 - mmdet - INFO - Epoch [16][2600/7330] lr: 1.000e-04, eta: 2 days, 14:33:42, time: 1.466, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1448, s0.acc: 94.6689, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1874, s1.loss_cls: 0.0659, s1.acc: 95.1698, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0880, s2.loss_cls: 0.0347, s2.acc: 94.8073, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0418, loss: 1.0124 2022-05-14 03:43:16,198 - mmdet - INFO - Epoch [16][2650/7330] lr: 1.000e-04, eta: 2 days, 14:32:26, time: 1.465, data_time: 0.011, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1448, s0.acc: 94.7988, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1854, s1.loss_cls: 0.0667, s1.acc: 95.3102, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0883, s2.loss_cls: 0.0339, s2.acc: 95.1758, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0414, loss: 1.0127 2022-05-14 03:44:28,496 - mmdet - INFO - Epoch [16][2700/7330] lr: 1.000e-04, eta: 2 days, 14:31:09, time: 1.446, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1497, s0.acc: 94.6021, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1907, s1.loss_cls: 0.0686, s1.acc: 95.0949, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0904, s2.loss_cls: 0.0345, s2.acc: 94.9379, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0429, loss: 1.0333 2022-05-14 03:45:42,647 - mmdet - INFO - Epoch [16][2750/7330] lr: 1.000e-04, eta: 2 days, 14:29:54, time: 1.483, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1613, s0.loss_cls: 0.1574, s0.acc: 94.2368, s0.loss_bbox: 0.0935, s0.loss_mask: 0.1921, s1.loss_cls: 0.0705, s1.acc: 94.8258, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0903, s2.loss_cls: 0.0359, s2.acc: 94.5968, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0427, loss: 1.0594 2022-05-14 03:46:56,215 - mmdet - INFO - Epoch [16][2800/7330] lr: 1.000e-04, eta: 2 days, 14:28:39, time: 1.471, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1634, s0.acc: 94.0894, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1964, s1.loss_cls: 0.0751, s1.acc: 94.5804, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0929, s2.loss_cls: 0.0387, s2.acc: 94.3703, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0434, loss: 1.0864 2022-05-14 03:48:10,137 - mmdet - INFO - Epoch [16][2850/7330] lr: 1.000e-04, eta: 2 days, 14:27:24, time: 1.478, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1677, s0.loss_cls: 0.1602, s0.acc: 94.0701, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1980, s1.loss_cls: 0.0737, s1.acc: 94.5143, s1.loss_bbox: 0.1050, s1.loss_mask: 0.0934, s2.loss_cls: 0.0378, s2.acc: 94.3885, s2.loss_bbox: 0.0679, s2.loss_mask: 0.0441, loss: 1.0914 2022-05-14 03:49:23,538 - mmdet - INFO - Epoch [16][2900/7330] lr: 1.000e-04, eta: 2 days, 14:26:08, time: 1.468, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1563, s0.acc: 94.2715, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1913, s1.loss_cls: 0.0733, s1.acc: 94.6322, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0905, s2.loss_cls: 0.0377, s2.acc: 94.3767, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0424, loss: 1.0568 2022-05-14 03:50:36,827 - mmdet - INFO - Epoch [16][2950/7330] lr: 1.000e-04, eta: 2 days, 14:24:52, time: 1.465, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1562, s0.acc: 94.1841, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1964, s1.loss_cls: 0.0732, s1.acc: 94.5613, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0925, s2.loss_cls: 0.0369, s2.acc: 94.4212, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0437, loss: 1.0624 2022-05-14 03:51:50,904 - mmdet - INFO - Epoch [16][3000/7330] lr: 1.000e-04, eta: 2 days, 14:23:37, time: 1.482, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1532, s0.acc: 94.3176, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1818, s1.loss_cls: 0.0697, s1.acc: 94.9820, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0861, s2.loss_cls: 0.0356, s2.acc: 94.7473, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0410, loss: 1.0249 2022-05-14 03:53:04,804 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 03:53:04,805 - mmdet - INFO - Epoch [16][3050/7330] lr: 1.000e-04, eta: 2 days, 14:22:22, time: 1.478, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1482, s0.acc: 94.7222, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1829, s1.loss_cls: 0.0683, s1.acc: 95.1394, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0862, s2.loss_cls: 0.0346, s2.acc: 94.9607, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0409, loss: 1.0094 2022-05-14 03:54:18,855 - mmdet - INFO - Epoch [16][3100/7330] lr: 1.000e-04, eta: 2 days, 14:21:07, time: 1.481, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1511, s0.acc: 94.4590, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1895, s1.loss_cls: 0.0703, s1.acc: 94.9210, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0899, s2.loss_cls: 0.0360, s2.acc: 94.7304, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0427, loss: 1.0324 2022-05-14 03:55:32,136 - mmdet - INFO - Epoch [16][3150/7330] lr: 1.000e-04, eta: 2 days, 14:19:51, time: 1.466, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1685, s0.loss_cls: 0.1544, s0.acc: 94.2859, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1892, s1.loss_cls: 0.0714, s1.acc: 94.6919, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0896, s2.loss_cls: 0.0367, s2.acc: 94.3702, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0422, loss: 1.0520 2022-05-14 03:56:45,600 - mmdet - INFO - Epoch [16][3200/7330] lr: 1.000e-04, eta: 2 days, 14:18:35, time: 1.469, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1626, s0.loss_cls: 0.1594, s0.acc: 94.1729, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1964, s1.loss_cls: 0.0730, s1.acc: 94.6554, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0926, s2.loss_cls: 0.0373, s2.acc: 94.4886, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0433, loss: 1.0695 2022-05-14 03:57:59,127 - mmdet - INFO - Epoch [16][3250/7330] lr: 1.000e-04, eta: 2 days, 14:17:20, time: 1.471, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1769, s0.loss_cls: 0.1455, s0.acc: 94.6658, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1835, s1.loss_cls: 0.0683, s1.acc: 95.0495, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0865, s2.loss_cls: 0.0347, s2.acc: 94.8279, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0412, loss: 1.0169 2022-05-14 03:59:12,717 - mmdet - INFO - Epoch [16][3300/7330] lr: 1.000e-04, eta: 2 days, 14:16:04, time: 1.472, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1534, s0.acc: 94.4021, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1930, s1.loss_cls: 0.0711, s1.acc: 94.8962, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0908, s2.loss_cls: 0.0365, s2.acc: 94.7270, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0428, loss: 1.0501 2022-05-14 04:00:24,740 - mmdet - INFO - Epoch [16][3350/7330] lr: 1.000e-04, eta: 2 days, 14:14:47, time: 1.441, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1529, s0.acc: 94.5032, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1858, s1.loss_cls: 0.0702, s1.acc: 94.9480, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0877, s2.loss_cls: 0.0361, s2.acc: 94.7410, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0416, loss: 1.0235 2022-05-14 04:01:37,594 - mmdet - INFO - Epoch [16][3400/7330] lr: 1.000e-04, eta: 2 days, 14:13:30, time: 1.457, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1564, s0.acc: 94.3291, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1957, s1.loss_cls: 0.0735, s1.acc: 94.6983, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0925, s2.loss_cls: 0.0379, s2.acc: 94.4543, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0439, loss: 1.0661 2022-05-14 04:02:51,181 - mmdet - INFO - Epoch [16][3450/7330] lr: 1.000e-04, eta: 2 days, 14:12:15, time: 1.471, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1526, s0.acc: 94.5078, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1906, s1.loss_cls: 0.0702, s1.acc: 95.0399, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0896, s2.loss_cls: 0.0360, s2.acc: 94.7890, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0422, loss: 1.0395 2022-05-14 04:04:03,894 - mmdet - INFO - Epoch [16][3500/7330] lr: 1.000e-04, eta: 2 days, 14:10:58, time: 1.454, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1479, s0.acc: 94.5413, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1877, s1.loss_cls: 0.0685, s1.acc: 94.9380, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0887, s2.loss_cls: 0.0348, s2.acc: 94.7658, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0420, loss: 1.0301 2022-05-14 04:05:17,258 - mmdet - INFO - Epoch [16][3550/7330] lr: 1.000e-04, eta: 2 days, 14:09:42, time: 1.467, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1692, s0.loss_cls: 0.1550, s0.acc: 94.1819, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1920, s1.loss_cls: 0.0723, s1.acc: 94.5948, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0900, s2.loss_cls: 0.0365, s2.acc: 94.4177, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0421, loss: 1.0613 2022-05-14 04:06:31,707 - mmdet - INFO - Epoch [16][3600/7330] lr: 1.000e-04, eta: 2 days, 14:08:28, time: 1.489, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1523, s0.acc: 94.4131, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1924, s1.loss_cls: 0.0702, s1.acc: 94.9501, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0896, s2.loss_cls: 0.0359, s2.acc: 94.7171, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0422, loss: 1.0498 2022-05-14 04:07:44,274 - mmdet - INFO - Epoch [16][3650/7330] lr: 1.000e-04, eta: 2 days, 14:07:11, time: 1.452, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1562, s0.acc: 94.2229, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1993, s1.loss_cls: 0.0724, s1.acc: 94.7005, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0937, s2.loss_cls: 0.0369, s2.acc: 94.3833, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0444, loss: 1.0798 2022-05-14 04:08:56,923 - mmdet - INFO - Epoch [16][3700/7330] lr: 1.000e-04, eta: 2 days, 14:05:54, time: 1.453, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1592, s0.loss_cls: 0.1580, s0.acc: 94.2217, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1951, s1.loss_cls: 0.0733, s1.acc: 94.6632, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0922, s2.loss_cls: 0.0371, s2.acc: 94.5187, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0438, loss: 1.0590 2022-05-14 04:10:09,430 - mmdet - INFO - Epoch [16][3750/7330] lr: 1.000e-04, eta: 2 days, 14:04:38, time: 1.450, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1727, s0.loss_cls: 0.1639, s0.acc: 94.1794, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1935, s1.loss_cls: 0.0776, s1.acc: 94.5950, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0905, s2.loss_cls: 0.0394, s2.acc: 94.3320, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0424, loss: 1.0799 2022-05-14 04:11:22,928 - mmdet - INFO - Epoch [16][3800/7330] lr: 1.000e-04, eta: 2 days, 14:03:22, time: 1.470, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1593, s0.acc: 94.2219, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1966, s1.loss_cls: 0.0727, s1.acc: 94.6825, s1.loss_bbox: 0.1069, s1.loss_mask: 0.0929, s2.loss_cls: 0.0371, s2.acc: 94.4535, s2.loss_bbox: 0.0689, s2.loss_mask: 0.0439, loss: 1.0872 2022-05-14 04:12:37,081 - mmdet - INFO - Epoch [16][3850/7330] lr: 1.000e-04, eta: 2 days, 14:02:07, time: 1.483, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1538, s0.acc: 94.2546, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1879, s1.loss_cls: 0.0703, s1.acc: 94.7428, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0880, s2.loss_cls: 0.0353, s2.acc: 94.6659, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0414, loss: 1.0465 2022-05-14 04:13:49,658 - mmdet - INFO - Epoch [16][3900/7330] lr: 1.000e-04, eta: 2 days, 14:00:50, time: 1.451, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1553, s0.acc: 94.3967, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1983, s1.loss_cls: 0.0718, s1.acc: 94.8634, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0932, s2.loss_cls: 0.0360, s2.acc: 94.7758, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0441, loss: 1.0591 2022-05-14 04:15:02,895 - mmdet - INFO - Epoch [16][3950/7330] lr: 1.000e-04, eta: 2 days, 13:59:34, time: 1.465, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1654, s0.loss_cls: 0.1371, s0.acc: 94.9036, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1883, s1.loss_cls: 0.0631, s1.acc: 95.3265, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0891, s2.loss_cls: 0.0323, s2.acc: 95.1056, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0424, loss: 0.9987 2022-05-14 04:16:16,703 - mmdet - INFO - Epoch [16][4000/7330] lr: 1.000e-04, eta: 2 days, 13:58:19, time: 1.476, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1683, s0.loss_cls: 0.1588, s0.acc: 94.1504, s0.loss_bbox: 0.0944, s0.loss_mask: 0.2003, s1.loss_cls: 0.0738, s1.acc: 94.5979, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0944, s2.loss_cls: 0.0376, s2.acc: 94.4297, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0445, loss: 1.0910 2022-05-14 04:17:31,014 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 04:17:31,015 - mmdet - INFO - Epoch [16][4050/7330] lr: 1.000e-04, eta: 2 days, 13:57:05, time: 1.486, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1772, s0.loss_cls: 0.1527, s0.acc: 94.4956, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1904, s1.loss_cls: 0.0713, s1.acc: 94.8948, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0894, s2.loss_cls: 0.0359, s2.acc: 94.6920, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0421, loss: 1.0394 2022-05-14 04:18:44,961 - mmdet - INFO - Epoch [16][4100/7330] lr: 1.000e-04, eta: 2 days, 13:55:50, time: 1.479, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1650, s0.loss_cls: 0.1569, s0.acc: 94.2334, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1921, s1.loss_cls: 0.0729, s1.acc: 94.6450, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0899, s2.loss_cls: 0.0371, s2.acc: 94.3944, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0418, loss: 1.0575 2022-05-14 04:19:56,942 - mmdet - INFO - Epoch [16][4150/7330] lr: 1.000e-04, eta: 2 days, 13:54:32, time: 1.440, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1649, s0.loss_cls: 0.1555, s0.acc: 94.3657, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1965, s1.loss_cls: 0.0703, s1.acc: 94.8086, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0923, s2.loss_cls: 0.0354, s2.acc: 94.6724, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0433, loss: 1.0489 2022-05-14 04:21:09,918 - mmdet - INFO - Epoch [16][4200/7330] lr: 1.000e-04, eta: 2 days, 13:53:16, time: 1.459, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1640, s0.loss_cls: 0.1454, s0.acc: 94.7063, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1851, s1.loss_cls: 0.0662, s1.acc: 95.2561, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0876, s2.loss_cls: 0.0339, s2.acc: 95.0780, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0417, loss: 0.9999 2022-05-14 04:22:23,620 - mmdet - INFO - Epoch [16][4250/7330] lr: 1.000e-04, eta: 2 days, 13:52:01, time: 1.474, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0307, loss_semantic_seg: 0.1723, s0.loss_cls: 0.1559, s0.acc: 94.3394, s0.loss_bbox: 0.0929, s0.loss_mask: 0.2033, s1.loss_cls: 0.0711, s1.acc: 94.9194, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0952, s2.loss_cls: 0.0368, s2.acc: 94.6222, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0445, loss: 1.0905 2022-05-14 04:23:35,216 - mmdet - INFO - Epoch [16][4300/7330] lr: 1.000e-04, eta: 2 days, 13:50:43, time: 1.432, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1729, s0.loss_cls: 0.1455, s0.acc: 94.6663, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1920, s1.loss_cls: 0.0675, s1.acc: 95.0896, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0907, s2.loss_cls: 0.0346, s2.acc: 94.8795, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0424, loss: 1.0391 2022-05-14 04:24:47,688 - mmdet - INFO - Epoch [16][4350/7330] lr: 1.000e-04, eta: 2 days, 13:49:26, time: 1.449, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1471, s0.acc: 94.5088, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1928, s1.loss_cls: 0.0663, s1.acc: 95.0678, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0911, s2.loss_cls: 0.0349, s2.acc: 94.7971, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0429, loss: 1.0368 2022-05-14 04:26:01,248 - mmdet - INFO - Epoch [16][4400/7330] lr: 1.000e-04, eta: 2 days, 13:48:10, time: 1.471, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1748, s0.loss_cls: 0.1500, s0.acc: 94.5649, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1862, s1.loss_cls: 0.0684, s1.acc: 95.1306, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0876, s2.loss_cls: 0.0355, s2.acc: 94.8292, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0414, loss: 1.0366 2022-05-14 04:27:14,752 - mmdet - INFO - Epoch [16][4450/7330] lr: 1.000e-04, eta: 2 days, 13:46:55, time: 1.470, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1696, s0.loss_cls: 0.1565, s0.acc: 94.3042, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1873, s1.loss_cls: 0.0728, s1.acc: 94.7939, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0883, s2.loss_cls: 0.0364, s2.acc: 94.6324, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0416, loss: 1.0456 2022-05-14 04:28:27,894 - mmdet - INFO - Epoch [16][4500/7330] lr: 1.000e-04, eta: 2 days, 13:45:39, time: 1.463, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1743, s0.loss_cls: 0.1539, s0.acc: 94.4280, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1906, s1.loss_cls: 0.0705, s1.acc: 94.9916, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0900, s2.loss_cls: 0.0361, s2.acc: 94.7793, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0427, loss: 1.0488 2022-05-14 04:29:42,048 - mmdet - INFO - Epoch [16][4550/7330] lr: 1.000e-04, eta: 2 days, 13:44:24, time: 1.483, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1661, s0.loss_cls: 0.1567, s0.acc: 94.1704, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1872, s1.loss_cls: 0.0714, s1.acc: 94.6962, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0885, s2.loss_cls: 0.0362, s2.acc: 94.6751, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0415, loss: 1.0481 2022-05-14 04:30:55,940 - mmdet - INFO - Epoch [16][4600/7330] lr: 1.000e-04, eta: 2 days, 13:43:09, time: 1.478, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1573, s0.loss_cls: 0.1527, s0.acc: 94.4189, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1901, s1.loss_cls: 0.0713, s1.acc: 94.8795, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0889, s2.loss_cls: 0.0363, s2.acc: 94.6534, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0421, loss: 1.0283 2022-05-14 04:32:10,435 - mmdet - INFO - Epoch [16][4650/7330] lr: 1.000e-04, eta: 2 days, 13:41:54, time: 1.490, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1571, s0.acc: 94.2688, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1936, s1.loss_cls: 0.0722, s1.acc: 94.8397, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0914, s2.loss_cls: 0.0367, s2.acc: 94.6224, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0434, loss: 1.0560 2022-05-14 04:33:24,480 - mmdet - INFO - Epoch [16][4700/7330] lr: 1.000e-04, eta: 2 days, 13:40:40, time: 1.481, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1746, s0.loss_cls: 0.1604, s0.acc: 94.2542, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1956, s1.loss_cls: 0.0749, s1.acc: 94.7349, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0919, s2.loss_cls: 0.0377, s2.acc: 94.5115, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0432, loss: 1.0826 2022-05-14 04:34:37,068 - mmdet - INFO - Epoch [16][4750/7330] lr: 1.000e-04, eta: 2 days, 13:39:23, time: 1.452, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1615, s0.acc: 94.1987, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1885, s1.loss_cls: 0.0749, s1.acc: 94.6658, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0887, s2.loss_cls: 0.0384, s2.acc: 94.4935, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0418, loss: 1.0633 2022-05-14 04:35:51,223 - mmdet - INFO - Epoch [16][4800/7330] lr: 1.000e-04, eta: 2 days, 13:38:08, time: 1.483, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1722, s0.loss_cls: 0.1573, s0.acc: 94.2053, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1945, s1.loss_cls: 0.0726, s1.acc: 94.6493, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0906, s2.loss_cls: 0.0379, s2.acc: 94.2895, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0426, loss: 1.0743 2022-05-14 04:37:04,820 - mmdet - INFO - Epoch [16][4850/7330] lr: 1.000e-04, eta: 2 days, 13:36:53, time: 1.472, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1795, s0.loss_cls: 0.1632, s0.acc: 94.0610, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1928, s1.loss_cls: 0.0778, s1.acc: 94.3885, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0902, s2.loss_cls: 0.0395, s2.acc: 94.2000, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0425, loss: 1.0920 2022-05-14 04:38:18,679 - mmdet - INFO - Epoch [16][4900/7330] lr: 1.000e-04, eta: 2 days, 13:35:38, time: 1.477, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1549, s0.acc: 94.3389, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1889, s1.loss_cls: 0.0712, s1.acc: 94.8500, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0894, s2.loss_cls: 0.0362, s2.acc: 94.6786, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0421, loss: 1.0436 2022-05-14 04:39:31,757 - mmdet - INFO - Epoch [16][4950/7330] lr: 1.000e-04, eta: 2 days, 13:34:22, time: 1.462, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1510, s0.acc: 94.3022, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1919, s1.loss_cls: 0.0698, s1.acc: 94.7787, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0901, s2.loss_cls: 0.0358, s2.acc: 94.5242, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0423, loss: 1.0485 2022-05-14 04:40:45,462 - mmdet - INFO - Epoch [16][5000/7330] lr: 1.000e-04, eta: 2 days, 13:33:06, time: 1.474, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1528, s0.loss_cls: 0.1643, s0.acc: 94.0283, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1977, s1.loss_cls: 0.0746, s1.acc: 94.4903, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0927, s2.loss_cls: 0.0373, s2.acc: 94.4469, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0434, loss: 1.0728 2022-05-14 04:41:59,422 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 04:41:59,423 - mmdet - INFO - Epoch [16][5050/7330] lr: 1.000e-04, eta: 2 days, 13:31:51, time: 1.479, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1691, s0.loss_cls: 0.1581, s0.acc: 94.2908, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1994, s1.loss_cls: 0.0727, s1.acc: 94.6915, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0941, s2.loss_cls: 0.0366, s2.acc: 94.5858, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0442, loss: 1.0760 2022-05-14 04:43:11,659 - mmdet - INFO - Epoch [16][5100/7330] lr: 1.000e-04, eta: 2 days, 13:30:34, time: 1.445, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1731, s0.loss_cls: 0.1612, s0.acc: 94.1833, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1911, s1.loss_cls: 0.0729, s1.acc: 94.7594, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0898, s2.loss_cls: 0.0370, s2.acc: 94.6160, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0426, loss: 1.0713 2022-05-14 04:44:25,304 - mmdet - INFO - Epoch [16][5150/7330] lr: 1.000e-04, eta: 2 days, 13:29:19, time: 1.473, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0287, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1612, s0.acc: 94.2097, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1913, s1.loss_cls: 0.0755, s1.acc: 94.5701, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0906, s2.loss_cls: 0.0378, s2.acc: 94.4430, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0432, loss: 1.0739 2022-05-14 04:45:37,662 - mmdet - INFO - Epoch [16][5200/7330] lr: 1.000e-04, eta: 2 days, 13:28:02, time: 1.447, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1659, s0.loss_cls: 0.1501, s0.acc: 94.5701, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1905, s1.loss_cls: 0.0681, s1.acc: 95.0914, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0897, s2.loss_cls: 0.0347, s2.acc: 94.8837, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0422, loss: 1.0378 2022-05-14 04:46:50,279 - mmdet - INFO - Epoch [16][5250/7330] lr: 1.000e-04, eta: 2 days, 13:26:45, time: 1.453, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1639, s0.acc: 93.9934, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1912, s1.loss_cls: 0.0749, s1.acc: 94.5475, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0903, s2.loss_cls: 0.0382, s2.acc: 94.3572, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0425, loss: 1.0719 2022-05-14 04:48:02,045 - mmdet - INFO - Epoch [16][5300/7330] lr: 1.000e-04, eta: 2 days, 13:25:27, time: 1.435, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1757, s0.loss_cls: 0.1596, s0.acc: 94.2537, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1892, s1.loss_cls: 0.0737, s1.acc: 94.7251, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0896, s2.loss_cls: 0.0376, s2.acc: 94.4528, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0414, loss: 1.0620 2022-05-14 04:49:16,131 - mmdet - INFO - Epoch [16][5350/7330] lr: 1.000e-04, eta: 2 days, 13:24:13, time: 1.482, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1515, s0.acc: 94.5078, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1851, s1.loss_cls: 0.0693, s1.acc: 94.9468, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0874, s2.loss_cls: 0.0348, s2.acc: 94.8687, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0415, loss: 1.0310 2022-05-14 04:50:29,126 - mmdet - INFO - Epoch [16][5400/7330] lr: 1.000e-04, eta: 2 days, 13:22:56, time: 1.460, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1524, s0.acc: 94.4368, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1903, s1.loss_cls: 0.0698, s1.acc: 94.8651, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0898, s2.loss_cls: 0.0358, s2.acc: 94.6984, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0424, loss: 1.0435 2022-05-14 04:51:42,142 - mmdet - INFO - Epoch [16][5450/7330] lr: 1.000e-04, eta: 2 days, 13:21:40, time: 1.460, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1673, s0.loss_cls: 0.1567, s0.acc: 94.1887, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1901, s1.loss_cls: 0.0718, s1.acc: 94.6866, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0891, s2.loss_cls: 0.0365, s2.acc: 94.4494, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0422, loss: 1.0535 2022-05-14 04:52:55,923 - mmdet - INFO - Epoch [16][5500/7330] lr: 1.000e-04, eta: 2 days, 13:20:25, time: 1.476, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1630, s0.acc: 94.1045, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1971, s1.loss_cls: 0.0763, s1.acc: 94.4574, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0930, s2.loss_cls: 0.0388, s2.acc: 94.2600, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0440, loss: 1.0844 2022-05-14 04:54:08,365 - mmdet - INFO - Epoch [16][5550/7330] lr: 1.000e-04, eta: 2 days, 13:19:08, time: 1.448, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1718, s0.loss_cls: 0.1604, s0.acc: 94.2319, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1907, s1.loss_cls: 0.0746, s1.acc: 94.7156, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0899, s2.loss_cls: 0.0380, s2.acc: 94.4407, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0427, loss: 1.0692 2022-05-14 04:55:21,062 - mmdet - INFO - Epoch [16][5600/7330] lr: 1.000e-04, eta: 2 days, 13:17:52, time: 1.454, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1641, s0.loss_cls: 0.1533, s0.acc: 94.3240, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1895, s1.loss_cls: 0.0718, s1.acc: 94.7498, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0894, s2.loss_cls: 0.0366, s2.acc: 94.4114, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0421, loss: 1.0502 2022-05-14 04:56:33,826 - mmdet - INFO - Epoch [16][5650/7330] lr: 1.000e-04, eta: 2 days, 13:16:35, time: 1.455, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1744, s0.loss_cls: 0.1563, s0.acc: 94.2207, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1931, s1.loss_cls: 0.0717, s1.acc: 94.6969, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0915, s2.loss_cls: 0.0368, s2.acc: 94.4648, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0436, loss: 1.0709 2022-05-14 04:57:47,128 - mmdet - INFO - Epoch [16][5700/7330] lr: 1.000e-04, eta: 2 days, 13:15:19, time: 1.466, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1599, s0.acc: 94.1707, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1848, s1.loss_cls: 0.0731, s1.acc: 94.6326, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0878, s2.loss_cls: 0.0375, s2.acc: 94.4363, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0418, loss: 1.0500 2022-05-14 04:59:00,026 - mmdet - INFO - Epoch [16][5750/7330] lr: 1.000e-04, eta: 2 days, 13:14:03, time: 1.458, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1674, s0.loss_cls: 0.1524, s0.acc: 94.3608, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1894, s1.loss_cls: 0.0714, s1.acc: 94.7717, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0891, s2.loss_cls: 0.0368, s2.acc: 94.4842, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0420, loss: 1.0450 2022-05-14 05:00:13,073 - mmdet - INFO - Epoch [16][5800/7330] lr: 1.000e-04, eta: 2 days, 13:12:47, time: 1.461, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1725, s0.loss_cls: 0.1540, s0.acc: 94.3181, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1874, s1.loss_cls: 0.0700, s1.acc: 94.8975, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0876, s2.loss_cls: 0.0362, s2.acc: 94.6438, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0415, loss: 1.0556 2022-05-14 05:01:25,887 - mmdet - INFO - Epoch [16][5850/7330] lr: 1.000e-04, eta: 2 days, 13:11:31, time: 1.456, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1548, s0.acc: 94.3035, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1876, s1.loss_cls: 0.0717, s1.acc: 94.8005, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0889, s2.loss_cls: 0.0363, s2.acc: 94.5963, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0423, loss: 1.0452 2022-05-14 05:02:38,651 - mmdet - INFO - Epoch [16][5900/7330] lr: 1.000e-04, eta: 2 days, 13:10:14, time: 1.455, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1718, s0.loss_cls: 0.1531, s0.acc: 94.5015, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1898, s1.loss_cls: 0.0707, s1.acc: 94.8984, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0900, s2.loss_cls: 0.0359, s2.acc: 94.6317, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0427, loss: 1.0459 2022-05-14 05:03:53,223 - mmdet - INFO - Epoch [16][5950/7330] lr: 1.000e-04, eta: 2 days, 13:09:00, time: 1.491, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1741, s0.loss_cls: 0.1602, s0.acc: 94.1479, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1956, s1.loss_cls: 0.0743, s1.acc: 94.6401, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0910, s2.loss_cls: 0.0381, s2.acc: 94.4616, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0430, loss: 1.0800 2022-05-14 05:05:06,143 - mmdet - INFO - Epoch [16][6000/7330] lr: 1.000e-04, eta: 2 days, 13:07:44, time: 1.458, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1684, s0.loss_cls: 0.1600, s0.acc: 94.2659, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1974, s1.loss_cls: 0.0730, s1.acc: 94.7602, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0931, s2.loss_cls: 0.0368, s2.acc: 94.6831, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0439, loss: 1.0775 2022-05-14 05:06:20,077 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 05:06:20,078 - mmdet - INFO - Epoch [16][6050/7330] lr: 1.000e-04, eta: 2 days, 13:06:29, time: 1.479, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1558, s0.acc: 94.3376, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1897, s1.loss_cls: 0.0711, s1.acc: 94.8682, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0902, s2.loss_cls: 0.0360, s2.acc: 94.6621, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0426, loss: 1.0550 2022-05-14 05:07:33,809 - mmdet - INFO - Epoch [16][6100/7330] lr: 1.000e-04, eta: 2 days, 13:05:14, time: 1.475, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1729, s0.loss_cls: 0.1598, s0.acc: 94.1685, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1939, s1.loss_cls: 0.0739, s1.acc: 94.5982, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0909, s2.loss_cls: 0.0371, s2.acc: 94.4775, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0428, loss: 1.0722 2022-05-14 05:08:47,350 - mmdet - INFO - Epoch [16][6150/7330] lr: 1.000e-04, eta: 2 days, 13:03:58, time: 1.471, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1749, s0.loss_cls: 0.1652, s0.acc: 94.0444, s0.loss_bbox: 0.0925, s0.loss_mask: 0.1902, s1.loss_cls: 0.0771, s1.acc: 94.3327, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0900, s2.loss_cls: 0.0402, s2.acc: 94.0234, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0421, loss: 1.0840 2022-05-14 05:10:00,567 - mmdet - INFO - Epoch [16][6200/7330] lr: 1.000e-04, eta: 2 days, 13:02:42, time: 1.464, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1613, s0.loss_cls: 0.1672, s0.acc: 93.9512, s0.loss_bbox: 0.0968, s0.loss_mask: 0.1972, s1.loss_cls: 0.0775, s1.acc: 94.3869, s1.loss_bbox: 0.1068, s1.loss_mask: 0.0928, s2.loss_cls: 0.0393, s2.acc: 94.1983, s2.loss_bbox: 0.0677, s2.loss_mask: 0.0434, loss: 1.0990 2022-05-14 05:11:13,296 - mmdet - INFO - Epoch [16][6250/7330] lr: 1.000e-04, eta: 2 days, 13:01:26, time: 1.455, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1742, s0.loss_cls: 0.1610, s0.acc: 94.2388, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1921, s1.loss_cls: 0.0759, s1.acc: 94.6686, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0903, s2.loss_cls: 0.0387, s2.acc: 94.4480, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0426, loss: 1.0745 2022-05-14 05:12:26,281 - mmdet - INFO - Epoch [16][6300/7330] lr: 1.000e-04, eta: 2 days, 13:00:10, time: 1.460, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1772, s0.loss_cls: 0.1649, s0.acc: 93.9744, s0.loss_bbox: 0.0955, s0.loss_mask: 0.1975, s1.loss_cls: 0.0760, s1.acc: 94.4557, s1.loss_bbox: 0.1065, s1.loss_mask: 0.0924, s2.loss_cls: 0.0392, s2.acc: 94.2842, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0435, loss: 1.1093 2022-05-14 05:13:39,460 - mmdet - INFO - Epoch [16][6350/7330] lr: 1.000e-04, eta: 2 days, 12:58:54, time: 1.464, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1749, s0.loss_cls: 0.1652, s0.acc: 94.1379, s0.loss_bbox: 0.0964, s0.loss_mask: 0.1967, s1.loss_cls: 0.0761, s1.acc: 94.6338, s1.loss_bbox: 0.1043, s1.loss_mask: 0.0922, s2.loss_cls: 0.0385, s2.acc: 94.4843, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0435, loss: 1.1032 2022-05-14 05:14:52,426 - mmdet - INFO - Epoch [16][6400/7330] lr: 1.000e-04, eta: 2 days, 12:57:38, time: 1.459, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1668, s0.loss_cls: 0.1565, s0.acc: 94.2886, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1906, s1.loss_cls: 0.0731, s1.acc: 94.6976, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0895, s2.loss_cls: 0.0375, s2.acc: 94.4348, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0422, loss: 1.0514 2022-05-14 05:16:05,098 - mmdet - INFO - Epoch [16][6450/7330] lr: 1.000e-04, eta: 2 days, 12:56:21, time: 1.453, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1700, s0.loss_cls: 0.1612, s0.acc: 94.0750, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1917, s1.loss_cls: 0.0757, s1.acc: 94.4209, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0905, s2.loss_cls: 0.0388, s2.acc: 94.1363, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0426, loss: 1.0768 2022-05-14 05:17:17,793 - mmdet - INFO - Epoch [16][6500/7330] lr: 1.000e-04, eta: 2 days, 12:55:05, time: 1.454, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1594, s0.loss_cls: 0.1558, s0.acc: 94.2168, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1905, s1.loss_cls: 0.0716, s1.acc: 94.7648, s1.loss_bbox: 0.1062, s1.loss_mask: 0.0897, s2.loss_cls: 0.0367, s2.acc: 94.5389, s2.loss_bbox: 0.0702, s2.loss_mask: 0.0425, loss: 1.0600 2022-05-14 05:18:31,817 - mmdet - INFO - Epoch [16][6550/7330] lr: 1.000e-04, eta: 2 days, 12:53:50, time: 1.480, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1627, s0.acc: 94.0720, s0.loss_bbox: 0.0912, s0.loss_mask: 0.1936, s1.loss_cls: 0.0757, s1.acc: 94.4329, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0918, s2.loss_cls: 0.0381, s2.acc: 94.3320, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0435, loss: 1.0810 2022-05-14 05:19:45,027 - mmdet - INFO - Epoch [16][6600/7330] lr: 1.000e-04, eta: 2 days, 12:52:34, time: 1.464, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1715, s0.loss_cls: 0.1568, s0.acc: 94.2510, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1919, s1.loss_cls: 0.0739, s1.acc: 94.6306, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0897, s2.loss_cls: 0.0376, s2.acc: 94.4459, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0424, loss: 1.0659 2022-05-14 05:20:58,198 - mmdet - INFO - Epoch [16][6650/7330] lr: 1.000e-04, eta: 2 days, 12:51:18, time: 1.463, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1573, s0.acc: 94.2959, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1906, s1.loss_cls: 0.0730, s1.acc: 94.7721, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0902, s2.loss_cls: 0.0369, s2.acc: 94.6795, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0429, loss: 1.0557 2022-05-14 05:22:11,060 - mmdet - INFO - Epoch [16][6700/7330] lr: 1.000e-04, eta: 2 days, 12:50:02, time: 1.457, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0300, loss_semantic_seg: 0.1727, s0.loss_cls: 0.1679, s0.acc: 93.9099, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1948, s1.loss_cls: 0.0783, s1.acc: 94.3546, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0925, s2.loss_cls: 0.0396, s2.acc: 94.1149, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0438, loss: 1.0972 2022-05-14 05:23:25,309 - mmdet - INFO - Epoch [16][6750/7330] lr: 1.000e-04, eta: 2 days, 12:48:47, time: 1.484, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1545, s0.acc: 94.3542, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1893, s1.loss_cls: 0.0696, s1.acc: 94.8765, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0893, s2.loss_cls: 0.0357, s2.acc: 94.7453, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0418, loss: 1.0431 2022-05-14 05:24:37,763 - mmdet - INFO - Epoch [16][6800/7330] lr: 1.000e-04, eta: 2 days, 12:47:30, time: 1.451, data_time: 0.012, memory: 64756, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1566, s0.loss_cls: 0.1544, s0.acc: 94.3340, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1916, s1.loss_cls: 0.0718, s1.acc: 94.7916, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0897, s2.loss_cls: 0.0368, s2.acc: 94.5869, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0422, loss: 1.0410 2022-05-14 05:25:51,731 - mmdet - INFO - Epoch [16][6850/7330] lr: 1.000e-04, eta: 2 days, 12:46:15, time: 1.479, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1613, s0.acc: 94.0242, s0.loss_bbox: 0.0947, s0.loss_mask: 0.1888, s1.loss_cls: 0.0748, s1.acc: 94.5606, s1.loss_bbox: 0.1032, s1.loss_mask: 0.0892, s2.loss_cls: 0.0379, s2.acc: 94.3595, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0422, loss: 1.0769 2022-05-14 05:27:04,650 - mmdet - INFO - Epoch [16][6900/7330] lr: 1.000e-04, eta: 2 days, 12:44:59, time: 1.458, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1734, s0.loss_cls: 0.1555, s0.acc: 94.3557, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1919, s1.loss_cls: 0.0720, s1.acc: 94.8020, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0897, s2.loss_cls: 0.0368, s2.acc: 94.6268, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0424, loss: 1.0587 2022-05-14 05:28:17,987 - mmdet - INFO - Epoch [16][6950/7330] lr: 1.000e-04, eta: 2 days, 12:43:44, time: 1.467, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1721, s0.loss_cls: 0.1554, s0.acc: 94.3103, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1951, s1.loss_cls: 0.0722, s1.acc: 94.7892, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0917, s2.loss_cls: 0.0367, s2.acc: 94.6970, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0436, loss: 1.0649 2022-05-14 05:29:30,924 - mmdet - INFO - Epoch [16][7000/7330] lr: 1.000e-04, eta: 2 days, 12:42:27, time: 1.459, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1754, s0.loss_cls: 0.1550, s0.acc: 94.3525, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1905, s1.loss_cls: 0.0721, s1.acc: 94.7350, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0899, s2.loss_cls: 0.0364, s2.acc: 94.6052, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0421, loss: 1.0524 2022-05-14 05:30:43,922 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 05:30:43,923 - mmdet - INFO - Epoch [16][7050/7330] lr: 1.000e-04, eta: 2 days, 12:41:11, time: 1.460, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1629, s0.loss_cls: 0.1468, s0.acc: 94.6104, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1917, s1.loss_cls: 0.0685, s1.acc: 94.9959, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0896, s2.loss_cls: 0.0347, s2.acc: 94.7253, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0425, loss: 1.0262 2022-05-14 05:31:57,361 - mmdet - INFO - Epoch [16][7100/7330] lr: 1.000e-04, eta: 2 days, 12:39:56, time: 1.469, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1583, s0.acc: 94.2329, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1962, s1.loss_cls: 0.0732, s1.acc: 94.6725, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0920, s2.loss_cls: 0.0369, s2.acc: 94.5218, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0435, loss: 1.0795 2022-05-14 05:33:09,757 - mmdet - INFO - Epoch [16][7150/7330] lr: 1.000e-04, eta: 2 days, 12:38:39, time: 1.448, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1677, s0.loss_cls: 0.1617, s0.acc: 94.0969, s0.loss_bbox: 0.0935, s0.loss_mask: 0.2017, s1.loss_cls: 0.0770, s1.acc: 94.4312, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0948, s2.loss_cls: 0.0387, s2.acc: 94.2635, s2.loss_bbox: 0.0680, s2.loss_mask: 0.0447, loss: 1.1012 2022-05-14 05:34:23,289 - mmdet - INFO - Epoch [16][7200/7330] lr: 1.000e-04, eta: 2 days, 12:37:23, time: 1.469, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1630, s0.loss_cls: 0.1417, s0.acc: 94.7544, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1872, s1.loss_cls: 0.0656, s1.acc: 95.1058, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0886, s2.loss_cls: 0.0339, s2.acc: 94.8750, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0419, loss: 1.0165 2022-05-14 05:35:36,593 - mmdet - INFO - Epoch [16][7250/7330] lr: 1.000e-04, eta: 2 days, 12:36:08, time: 1.468, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1658, s0.loss_cls: 0.1492, s0.acc: 94.4551, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1892, s1.loss_cls: 0.0687, s1.acc: 94.8783, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0889, s2.loss_cls: 0.0357, s2.acc: 94.6803, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0421, loss: 1.0396 2022-05-14 05:36:48,732 - mmdet - INFO - Epoch [16][7300/7330] lr: 1.000e-04, eta: 2 days, 12:34:51, time: 1.443, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1683, s0.loss_cls: 0.1570, s0.acc: 94.1738, s0.loss_bbox: 0.0932, s0.loss_mask: 0.1987, s1.loss_cls: 0.0728, s1.acc: 94.6596, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0931, s2.loss_cls: 0.0375, s2.acc: 94.4143, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0440, loss: 1.0740 2022-05-14 05:37:53,028 - mmdet - INFO - Saving checkpoint at 16 epochs 2022-05-14 05:43:20,817 - mmdet - INFO - Evaluating bbox... 2022-05-14 05:44:09,049 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.559 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.749 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.616 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.411 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.598 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.693 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.766 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.855 2022-05-14 05:44:09,050 - mmdet - INFO - Evaluating segm... 2022-05-14 05:44:59,279 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.489 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.728 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.538 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.304 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.526 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 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.479 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.670 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.777 2022-05-14 05:45:00,340 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 05:45:00,341 - mmdet - INFO - Epoch(val) [16][313] bbox_mAP: 0.5590, bbox_mAP_50: 0.7490, bbox_mAP_75: 0.6160, bbox_mAP_s: 0.4110, bbox_mAP_m: 0.5980, bbox_mAP_l: 0.6930, bbox_mAP_copypaste: 0.559 0.749 0.616 0.411 0.598 0.693, segm_mAP: 0.4890, segm_mAP_50: 0.7280, segm_mAP_75: 0.5380, segm_mAP_s: 0.3040, segm_mAP_m: 0.5260, segm_mAP_l: 0.6720, segm_mAP_copypaste: 0.489 0.728 0.538 0.304 0.526 0.672 2022-05-14 05:50:46,214 - mmdet - INFO - Epoch [17][50/7330] lr: 1.000e-04, eta: 2 days, 12:37:35, time: 6.917, data_time: 5.432, memory: 64756, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1469, s0.acc: 94.5293, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1861, s1.loss_cls: 0.0681, s1.acc: 94.9775, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0876, s2.loss_cls: 0.0341, s2.acc: 94.9629, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0416, loss: 1.0194 2022-05-14 05:51:59,597 - mmdet - INFO - Epoch [17][100/7330] lr: 1.000e-04, eta: 2 days, 12:36:19, time: 1.467, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1613, s0.loss_cls: 0.1501, s0.acc: 94.4536, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1889, s1.loss_cls: 0.0687, s1.acc: 94.9744, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0888, s2.loss_cls: 0.0349, s2.acc: 94.9606, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0423, loss: 1.0278 2022-05-14 05:53:14,310 - mmdet - INFO - Epoch [17][150/7330] lr: 1.000e-04, eta: 2 days, 12:35:05, time: 1.494, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1556, s0.acc: 94.1858, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1926, s1.loss_cls: 0.0713, s1.acc: 94.6799, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0910, s2.loss_cls: 0.0358, s2.acc: 94.5490, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0432, loss: 1.0500 2022-05-14 05:54:28,007 - mmdet - INFO - Epoch [17][200/7330] lr: 1.000e-04, eta: 2 days, 12:33:50, time: 1.474, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1634, s0.loss_cls: 0.1538, s0.acc: 94.4519, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1884, s1.loss_cls: 0.0708, s1.acc: 94.9134, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0888, s2.loss_cls: 0.0365, s2.acc: 94.7655, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0420, loss: 1.0326 2022-05-14 05:55:42,049 - mmdet - INFO - Epoch [17][250/7330] lr: 1.000e-04, eta: 2 days, 12:32:35, time: 1.481, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1578, s0.loss_cls: 0.1526, s0.acc: 94.4194, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1865, s1.loss_cls: 0.0688, s1.acc: 95.0064, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0887, s2.loss_cls: 0.0353, s2.acc: 94.7882, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0423, loss: 1.0332 2022-05-14 05:56:55,888 - mmdet - INFO - Epoch [17][300/7330] lr: 1.000e-04, eta: 2 days, 12:31:19, time: 1.476, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1606, s0.loss_cls: 0.1481, s0.acc: 94.5889, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1892, s1.loss_cls: 0.0680, s1.acc: 95.0487, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0896, s2.loss_cls: 0.0353, s2.acc: 94.7142, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0430, loss: 1.0254 2022-05-14 05:58:10,161 - mmdet - INFO - Epoch [17][350/7330] lr: 1.000e-04, eta: 2 days, 12:30:05, time: 1.486, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1630, s0.loss_cls: 0.1497, s0.acc: 94.5625, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1916, s1.loss_cls: 0.0688, s1.acc: 94.9642, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0910, s2.loss_cls: 0.0353, s2.acc: 94.7315, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0430, loss: 1.0413 2022-05-14 05:59:24,451 - mmdet - INFO - Epoch [17][400/7330] lr: 1.000e-04, eta: 2 days, 12:28:50, time: 1.486, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1632, s0.loss_cls: 0.1490, s0.acc: 94.5198, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1886, s1.loss_cls: 0.0694, s1.acc: 94.9252, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0889, s2.loss_cls: 0.0358, s2.acc: 94.6312, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0419, loss: 1.0331 2022-05-14 06:00:39,567 - mmdet - INFO - Epoch [17][450/7330] lr: 1.000e-04, eta: 2 days, 12:27:36, time: 1.502, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1641, s0.loss_cls: 0.1533, s0.acc: 94.3115, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1916, s1.loss_cls: 0.0700, s1.acc: 94.7453, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0910, s2.loss_cls: 0.0350, s2.acc: 94.7343, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0430, loss: 1.0458 2022-05-14 06:01:53,793 - mmdet - INFO - Epoch [17][500/7330] lr: 1.000e-04, eta: 2 days, 12:26:22, time: 1.484, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1608, s0.loss_cls: 0.1472, s0.acc: 94.6135, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1871, s1.loss_cls: 0.0665, s1.acc: 95.1478, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0892, s2.loss_cls: 0.0341, s2.acc: 94.8988, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0423, loss: 1.0256 2022-05-14 06:03:08,081 - mmdet - INFO - Epoch [17][550/7330] lr: 1.000e-04, eta: 2 days, 12:25:07, time: 1.484, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1668, s0.loss_cls: 0.1462, s0.acc: 94.6924, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1913, s1.loss_cls: 0.0663, s1.acc: 95.1234, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0903, s2.loss_cls: 0.0338, s2.acc: 95.0239, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0428, loss: 1.0242 2022-05-14 06:04:21,804 - mmdet - INFO - Epoch [17][600/7330] lr: 1.000e-04, eta: 2 days, 12:23:51, time: 1.475, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1634, s0.loss_cls: 0.1431, s0.acc: 94.7915, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1920, s1.loss_cls: 0.0661, s1.acc: 95.2564, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0903, s2.loss_cls: 0.0337, s2.acc: 95.0762, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0424, loss: 1.0157 2022-05-14 06:05:35,503 - mmdet - INFO - Epoch [17][650/7330] lr: 1.000e-04, eta: 2 days, 12:22:36, time: 1.476, data_time: 0.025, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1699, s0.loss_cls: 0.1574, s0.acc: 94.3213, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1934, s1.loss_cls: 0.0729, s1.acc: 94.7129, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0908, s2.loss_cls: 0.0367, s2.acc: 94.4880, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0428, loss: 1.0586 2022-05-14 06:06:48,876 - mmdet - INFO - Epoch [17][700/7330] lr: 1.000e-04, eta: 2 days, 12:21:20, time: 1.467, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1506, s0.acc: 94.4597, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1847, s1.loss_cls: 0.0696, s1.acc: 94.8691, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0871, s2.loss_cls: 0.0360, s2.acc: 94.6243, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0414, loss: 1.0285 2022-05-14 06:08:02,417 - mmdet - INFO - Epoch [17][750/7330] lr: 1.000e-04, eta: 2 days, 12:20:05, time: 1.471, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1629, s0.loss_cls: 0.1561, s0.acc: 94.3008, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1920, s1.loss_cls: 0.0716, s1.acc: 94.7686, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0899, s2.loss_cls: 0.0360, s2.acc: 94.6689, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0421, loss: 1.0497 2022-05-14 06:09:16,353 - mmdet - INFO - Epoch [17][800/7330] lr: 1.000e-04, eta: 2 days, 12:18:50, time: 1.479, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1609, s0.loss_cls: 0.1488, s0.acc: 94.5242, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1874, s1.loss_cls: 0.0689, s1.acc: 95.0758, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0888, s2.loss_cls: 0.0349, s2.acc: 94.8542, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0418, loss: 1.0217 2022-05-14 06:10:30,588 - mmdet - INFO - Epoch [17][850/7330] lr: 1.000e-04, eta: 2 days, 12:17:35, time: 1.485, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1559, s0.acc: 94.3145, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1893, s1.loss_cls: 0.0719, s1.acc: 94.6820, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0890, s2.loss_cls: 0.0364, s2.acc: 94.5637, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0423, loss: 1.0424 2022-05-14 06:11:44,504 - mmdet - INFO - Epoch [17][900/7330] lr: 1.000e-04, eta: 2 days, 12:16:20, time: 1.478, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1467, s0.acc: 94.5669, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1946, s1.loss_cls: 0.0675, s1.acc: 95.0088, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0913, s2.loss_cls: 0.0345, s2.acc: 94.8322, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0433, loss: 1.0325 2022-05-14 06:12:58,649 - mmdet - INFO - Epoch [17][950/7330] lr: 1.000e-04, eta: 2 days, 12:15:05, time: 1.483, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1649, s0.loss_cls: 0.1499, s0.acc: 94.4658, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1944, s1.loss_cls: 0.0696, s1.acc: 94.8650, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0920, s2.loss_cls: 0.0360, s2.acc: 94.6492, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0434, loss: 1.0518 2022-05-14 06:14:12,934 - mmdet - INFO - Epoch [17][1000/7330] lr: 1.000e-04, eta: 2 days, 12:13:50, time: 1.486, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1597, s0.loss_cls: 0.1483, s0.acc: 94.5437, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1884, s1.loss_cls: 0.0683, s1.acc: 95.0222, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0887, s2.loss_cls: 0.0349, s2.acc: 94.8085, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0420, loss: 1.0213 2022-05-14 06:15:26,565 - mmdet - INFO - Epoch [17][1050/7330] lr: 1.000e-04, eta: 2 days, 12:12:35, time: 1.473, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1637, s0.loss_cls: 0.1520, s0.acc: 94.4287, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1854, s1.loss_cls: 0.0705, s1.acc: 94.8414, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0874, s2.loss_cls: 0.0363, s2.acc: 94.6528, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0415, loss: 1.0286 2022-05-14 06:16:39,294 - mmdet - INFO - Epoch [17][1100/7330] lr: 1.000e-04, eta: 2 days, 12:11:18, time: 1.454, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1604, s0.loss_cls: 0.1469, s0.acc: 94.6592, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1848, s1.loss_cls: 0.0666, s1.acc: 95.0968, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0870, s2.loss_cls: 0.0336, s2.acc: 94.9927, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0413, loss: 1.0121 2022-05-14 06:17:52,962 - mmdet - INFO - Epoch [17][1150/7330] lr: 1.000e-04, eta: 2 days, 12:10:03, time: 1.474, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1685, s0.loss_cls: 0.1487, s0.acc: 94.4470, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1892, s1.loss_cls: 0.0678, s1.acc: 95.0016, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0893, s2.loss_cls: 0.0349, s2.acc: 94.7093, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0423, loss: 1.0330 2022-05-14 06:19:06,931 - mmdet - INFO - Epoch [17][1200/7330] lr: 1.000e-04, eta: 2 days, 12:08:48, time: 1.479, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1564, s0.loss_cls: 0.1507, s0.acc: 94.4534, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1938, s1.loss_cls: 0.0698, s1.acc: 94.8876, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0915, s2.loss_cls: 0.0357, s2.acc: 94.7247, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0433, loss: 1.0341 2022-05-14 06:20:20,994 - mmdet - INFO - Epoch [17][1250/7330] lr: 1.000e-04, eta: 2 days, 12:07:33, time: 1.481, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1696, s0.loss_cls: 0.1562, s0.acc: 94.4348, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1908, s1.loss_cls: 0.0714, s1.acc: 94.9435, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0893, s2.loss_cls: 0.0358, s2.acc: 94.7084, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0423, loss: 1.0490 2022-05-14 06:21:35,122 - mmdet - INFO - Epoch [17][1300/7330] lr: 1.000e-04, eta: 2 days, 12:06:18, time: 1.483, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1443, s0.acc: 94.6694, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1858, s1.loss_cls: 0.0657, s1.acc: 95.1380, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0876, s2.loss_cls: 0.0332, s2.acc: 95.1401, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0412, loss: 0.9998 2022-05-14 06:22:48,559 - mmdet - INFO - Epoch [17][1350/7330] lr: 1.000e-04, eta: 2 days, 12:05:02, time: 1.469, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1525, s0.acc: 94.5596, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1890, s1.loss_cls: 0.0706, s1.acc: 94.9555, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0886, s2.loss_cls: 0.0361, s2.acc: 94.8270, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0416, loss: 1.0217 2022-05-14 06:24:02,741 - mmdet - INFO - Epoch [17][1400/7330] lr: 1.000e-04, eta: 2 days, 12:03:47, time: 1.484, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1638, s0.loss_cls: 0.1561, s0.acc: 94.3005, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1841, s1.loss_cls: 0.0708, s1.acc: 94.7734, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0866, s2.loss_cls: 0.0364, s2.acc: 94.6092, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0408, loss: 1.0300 2022-05-14 06:25:17,153 - mmdet - INFO - Epoch [17][1450/7330] lr: 1.000e-04, eta: 2 days, 12:02:33, time: 1.488, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1634, s0.loss_cls: 0.1532, s0.acc: 94.3572, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1924, s1.loss_cls: 0.0711, s1.acc: 94.7559, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0916, s2.loss_cls: 0.0363, s2.acc: 94.6079, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0432, loss: 1.0546 2022-05-14 06:26:30,203 - mmdet - INFO - Epoch [17][1500/7330] lr: 1.000e-04, eta: 2 days, 12:01:17, time: 1.462, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1658, s0.loss_cls: 0.1610, s0.acc: 94.1667, s0.loss_bbox: 0.0903, s0.loss_mask: 0.2010, s1.loss_cls: 0.0746, s1.acc: 94.6746, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0949, s2.loss_cls: 0.0383, s2.acc: 94.4477, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0450, loss: 1.0869 2022-05-14 06:27:44,666 - mmdet - INFO - Epoch [17][1550/7330] lr: 1.000e-04, eta: 2 days, 12:00:02, time: 1.489, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1705, s0.loss_cls: 0.1501, s0.acc: 94.5952, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1884, s1.loss_cls: 0.0701, s1.acc: 95.0164, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0878, s2.loss_cls: 0.0351, s2.acc: 94.9622, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0414, loss: 1.0314 2022-05-14 06:28:57,821 - mmdet - INFO - Epoch [17][1600/7330] lr: 1.000e-04, eta: 2 days, 11:58:46, time: 1.463, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1524, s0.acc: 94.4331, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1902, s1.loss_cls: 0.0692, s1.acc: 94.9464, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0889, s2.loss_cls: 0.0352, s2.acc: 94.7950, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0417, loss: 1.0346 2022-05-14 06:30:11,439 - mmdet - INFO - Epoch [17][1650/7330] lr: 1.000e-04, eta: 2 days, 11:57:31, time: 1.472, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1613, s0.loss_cls: 0.1344, s0.acc: 95.0679, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1895, s1.loss_cls: 0.0608, s1.acc: 95.6625, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0886, s2.loss_cls: 0.0316, s2.acc: 95.3878, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0417, loss: 0.9883 2022-05-14 06:31:25,394 - mmdet - INFO - Epoch [17][1700/7330] lr: 1.000e-04, eta: 2 days, 11:56:16, time: 1.480, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1454, s0.acc: 94.6467, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1882, s1.loss_cls: 0.0669, s1.acc: 95.0932, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0881, s2.loss_cls: 0.0342, s2.acc: 94.9442, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0418, loss: 1.0218 2022-05-14 06:32:38,610 - mmdet - INFO - Epoch [17][1750/7330] lr: 1.000e-04, eta: 2 days, 11:55:00, time: 1.464, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1711, s0.loss_cls: 0.1424, s0.acc: 94.7195, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1887, s1.loss_cls: 0.0662, s1.acc: 95.0767, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0891, s2.loss_cls: 0.0333, s2.acc: 95.0366, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0421, loss: 1.0247 2022-05-14 06:33:52,545 - mmdet - INFO - Epoch [17][1800/7330] lr: 1.000e-04, eta: 2 days, 11:53:44, time: 1.478, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1528, s0.acc: 94.4194, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1939, s1.loss_cls: 0.0700, s1.acc: 94.8089, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0914, s2.loss_cls: 0.0352, s2.acc: 94.7367, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0434, loss: 1.0570 2022-05-14 06:35:06,186 - mmdet - INFO - Epoch [17][1850/7330] lr: 1.000e-04, eta: 2 days, 11:52:29, time: 1.473, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1638, s0.loss_cls: 0.1482, s0.acc: 94.6907, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1893, s1.loss_cls: 0.0673, s1.acc: 95.1971, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0894, s2.loss_cls: 0.0338, s2.acc: 95.0599, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0424, loss: 1.0187 2022-05-14 06:36:19,805 - mmdet - INFO - Epoch [17][1900/7330] lr: 1.000e-04, eta: 2 days, 11:51:14, time: 1.472, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1416, s0.acc: 94.7080, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1884, s1.loss_cls: 0.0651, s1.acc: 95.1983, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0891, s2.loss_cls: 0.0326, s2.acc: 95.1498, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0421, loss: 1.0154 2022-05-14 06:37:33,301 - mmdet - INFO - Epoch [17][1950/7330] lr: 1.000e-04, eta: 2 days, 11:49:58, time: 1.470, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1513, s0.acc: 94.3384, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1926, s1.loss_cls: 0.0708, s1.acc: 94.7198, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0908, s2.loss_cls: 0.0361, s2.acc: 94.5434, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0427, loss: 1.0455 2022-05-14 06:38:46,154 - mmdet - INFO - Epoch [17][2000/7330] lr: 1.000e-04, eta: 2 days, 11:48:42, time: 1.457, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1684, s0.loss_cls: 0.1592, s0.acc: 94.1777, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1916, s1.loss_cls: 0.0735, s1.acc: 94.6976, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0907, s2.loss_cls: 0.0376, s2.acc: 94.5136, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0428, loss: 1.0667 2022-05-14 06:39:59,400 - mmdet - INFO - Epoch [17][2050/7330] lr: 1.000e-04, eta: 2 days, 11:47:26, time: 1.465, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1538, s0.acc: 94.3975, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1889, s1.loss_cls: 0.0696, s1.acc: 94.8464, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0894, s2.loss_cls: 0.0348, s2.acc: 94.7912, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0425, loss: 1.0489 2022-05-14 06:41:12,890 - mmdet - INFO - Epoch [17][2100/7330] lr: 1.000e-04, eta: 2 days, 11:46:10, time: 1.470, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1689, s0.loss_cls: 0.1532, s0.acc: 94.3862, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1916, s1.loss_cls: 0.0720, s1.acc: 94.7193, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0895, s2.loss_cls: 0.0368, s2.acc: 94.5858, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0420, loss: 1.0458 2022-05-14 06:42:26,842 - mmdet - INFO - Epoch [17][2150/7330] lr: 1.000e-04, eta: 2 days, 11:44:55, time: 1.479, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1689, s0.loss_cls: 0.1442, s0.acc: 94.5938, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1874, s1.loss_cls: 0.0666, s1.acc: 95.0643, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0885, s2.loss_cls: 0.0347, s2.acc: 94.7685, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0419, loss: 1.0179 2022-05-14 06:43:40,575 - mmdet - INFO - Epoch [17][2200/7330] lr: 1.000e-04, eta: 2 days, 11:43:40, time: 1.475, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1546, s0.acc: 94.3899, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1947, s1.loss_cls: 0.0721, s1.acc: 94.7691, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0918, s2.loss_cls: 0.0362, s2.acc: 94.6085, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0435, loss: 1.0632 2022-05-14 06:44:54,404 - mmdet - INFO - Epoch [17][2250/7330] lr: 1.000e-04, eta: 2 days, 11:42:24, time: 1.477, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1500, s0.acc: 94.5859, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1889, s1.loss_cls: 0.0691, s1.acc: 95.0752, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0900, s2.loss_cls: 0.0357, s2.acc: 94.9830, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0426, loss: 1.0385 2022-05-14 06:46:07,906 - mmdet - INFO - Epoch [17][2300/7330] lr: 1.000e-04, eta: 2 days, 11:41:09, time: 1.470, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1416, s0.acc: 94.7776, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1910, s1.loss_cls: 0.0647, s1.acc: 95.2233, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0904, s2.loss_cls: 0.0335, s2.acc: 95.0778, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0426, loss: 1.0120 2022-05-14 06:47:21,426 - mmdet - INFO - Epoch [17][2350/7330] lr: 1.000e-04, eta: 2 days, 11:39:53, time: 1.471, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1735, s0.loss_cls: 0.1543, s0.acc: 94.3574, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1955, s1.loss_cls: 0.0716, s1.acc: 94.8268, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0919, s2.loss_cls: 0.0374, s2.acc: 94.5835, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0431, loss: 1.0694 2022-05-14 06:48:35,076 - mmdet - INFO - Epoch [17][2400/7330] lr: 1.000e-04, eta: 2 days, 11:38:38, time: 1.473, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1498, s0.acc: 94.5227, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1893, s1.loss_cls: 0.0691, s1.acc: 94.9903, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0893, s2.loss_cls: 0.0351, s2.acc: 94.7835, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0424, loss: 1.0327 2022-05-14 06:49:49,516 - mmdet - INFO - Epoch [17][2450/7330] lr: 1.000e-04, eta: 2 days, 11:37:23, time: 1.489, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1647, s0.loss_cls: 0.1475, s0.acc: 94.6184, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1931, s1.loss_cls: 0.0674, s1.acc: 95.0911, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0905, s2.loss_cls: 0.0343, s2.acc: 94.9207, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0427, loss: 1.0319 2022-05-14 06:51:02,668 - mmdet - INFO - Epoch [17][2500/7330] lr: 1.000e-04, eta: 2 days, 11:36:07, time: 1.463, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1681, s0.loss_cls: 0.1401, s0.acc: 94.8467, s0.loss_bbox: 0.0809, s0.loss_mask: 0.1851, s1.loss_cls: 0.0651, s1.acc: 95.3101, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0874, s2.loss_cls: 0.0327, s2.acc: 95.1928, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0414, loss: 0.9910 2022-05-14 06:52:15,460 - mmdet - INFO - Epoch [17][2550/7330] lr: 1.000e-04, eta: 2 days, 11:34:51, time: 1.456, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1595, s0.loss_cls: 0.1452, s0.acc: 94.6399, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1928, s1.loss_cls: 0.0666, s1.acc: 95.2045, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0912, s2.loss_cls: 0.0344, s2.acc: 94.8702, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0428, loss: 1.0261 2022-05-14 06:53:28,856 - mmdet - INFO - Epoch [17][2600/7330] lr: 1.000e-04, eta: 2 days, 11:33:35, time: 1.468, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1532, s0.acc: 94.3848, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1939, s1.loss_cls: 0.0713, s1.acc: 94.8162, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0907, s2.loss_cls: 0.0359, s2.acc: 94.6562, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0430, loss: 1.0424 2022-05-14 06:54:42,005 - mmdet - INFO - Epoch [17][2650/7330] lr: 1.000e-04, eta: 2 days, 11:32:19, time: 1.463, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1611, s0.loss_cls: 0.1575, s0.acc: 94.2844, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1921, s1.loss_cls: 0.0727, s1.acc: 94.7093, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0908, s2.loss_cls: 0.0371, s2.acc: 94.4213, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0428, loss: 1.0535 2022-05-14 06:55:55,051 - mmdet - INFO - Epoch [17][2700/7330] lr: 1.000e-04, eta: 2 days, 11:31:03, time: 1.461, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1658, s0.loss_cls: 0.1472, s0.acc: 94.6077, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1929, s1.loss_cls: 0.0678, s1.acc: 95.0276, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0912, s2.loss_cls: 0.0350, s2.acc: 94.8248, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0430, loss: 1.0332 2022-05-14 06:57:08,963 - mmdet - INFO - Epoch [17][2750/7330] lr: 1.000e-04, eta: 2 days, 11:29:48, time: 1.478, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1583, s0.acc: 94.3193, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1922, s1.loss_cls: 0.0735, s1.acc: 94.7720, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0907, s2.loss_cls: 0.0376, s2.acc: 94.5399, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0429, loss: 1.0628 2022-05-14 06:58:22,294 - mmdet - INFO - Epoch [17][2800/7330] lr: 1.000e-04, eta: 2 days, 11:28:32, time: 1.467, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1577, s0.acc: 94.2292, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1882, s1.loss_cls: 0.0723, s1.acc: 94.7401, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0884, s2.loss_cls: 0.0360, s2.acc: 94.6143, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0418, loss: 1.0458 2022-05-14 06:59:35,463 - mmdet - INFO - Epoch [17][2850/7330] lr: 1.000e-04, eta: 2 days, 11:27:16, time: 1.464, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1523, s0.acc: 94.3584, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1969, s1.loss_cls: 0.0690, s1.acc: 94.9023, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0923, s2.loss_cls: 0.0349, s2.acc: 94.7515, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0432, loss: 1.0549 2022-05-14 07:00:50,383 - mmdet - INFO - Epoch [17][2900/7330] lr: 1.000e-04, eta: 2 days, 11:26:02, time: 1.498, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1606, s0.acc: 94.0950, s0.loss_bbox: 0.0942, s0.loss_mask: 0.1990, s1.loss_cls: 0.0746, s1.acc: 94.5501, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0933, s2.loss_cls: 0.0379, s2.acc: 94.3544, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0436, loss: 1.0904 2022-05-14 07:02:03,742 - mmdet - INFO - Epoch [17][2950/7330] lr: 1.000e-04, eta: 2 days, 11:24:47, time: 1.468, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1617, s0.loss_cls: 0.1548, s0.acc: 94.2634, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1890, s1.loss_cls: 0.0707, s1.acc: 94.7799, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0885, s2.loss_cls: 0.0360, s2.acc: 94.5217, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0417, loss: 1.0454 2022-05-14 07:03:18,067 - mmdet - INFO - Epoch [17][3000/7330] lr: 1.000e-04, eta: 2 days, 11:23:32, time: 1.486, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1573, s0.acc: 94.2710, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1940, s1.loss_cls: 0.0727, s1.acc: 94.8019, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0920, s2.loss_cls: 0.0370, s2.acc: 94.5357, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0434, loss: 1.0688 2022-05-14 07:04:31,854 - mmdet - INFO - Epoch [17][3050/7330] lr: 1.000e-04, eta: 2 days, 11:22:17, time: 1.474, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1531, s0.acc: 94.3984, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1893, s1.loss_cls: 0.0708, s1.acc: 94.8562, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0887, s2.loss_cls: 0.0363, s2.acc: 94.6732, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0418, loss: 1.0481 2022-05-14 07:05:46,822 - mmdet - INFO - Epoch [17][3100/7330] lr: 1.000e-04, eta: 2 days, 11:21:03, time: 1.502, data_time: 0.024, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0291, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1644, s0.acc: 94.0547, s0.loss_bbox: 0.0932, s0.loss_mask: 0.1928, s1.loss_cls: 0.0751, s1.acc: 94.5749, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0916, s2.loss_cls: 0.0383, s2.acc: 94.4171, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0430, loss: 1.0866 2022-05-14 07:07:00,385 - mmdet - INFO - Epoch [17][3150/7330] lr: 1.000e-04, eta: 2 days, 11:19:47, time: 1.471, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1618, s0.acc: 94.1677, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1910, s1.loss_cls: 0.0744, s1.acc: 94.6846, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0901, s2.loss_cls: 0.0377, s2.acc: 94.5521, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0428, loss: 1.0721 2022-05-14 07:08:13,004 - mmdet - INFO - Epoch [17][3200/7330] lr: 1.000e-04, eta: 2 days, 11:18:31, time: 1.452, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1646, s0.loss_cls: 0.1475, s0.acc: 94.5078, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1898, s1.loss_cls: 0.0681, s1.acc: 95.0236, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0890, s2.loss_cls: 0.0344, s2.acc: 94.8137, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0424, loss: 1.0225 2022-05-14 07:09:26,509 - mmdet - INFO - Epoch [17][3250/7330] lr: 1.000e-04, eta: 2 days, 11:17:15, time: 1.471, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1493, s0.acc: 94.6157, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1871, s1.loss_cls: 0.0707, s1.acc: 94.9418, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0888, s2.loss_cls: 0.0364, s2.acc: 94.7177, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0421, loss: 1.0245 2022-05-14 07:10:40,209 - mmdet - INFO - Epoch [17][3300/7330] lr: 1.000e-04, eta: 2 days, 11:16:00, time: 1.474, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1753, s0.loss_cls: 0.1475, s0.acc: 94.6143, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1919, s1.loss_cls: 0.0664, s1.acc: 95.0955, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0907, s2.loss_cls: 0.0350, s2.acc: 94.8310, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0427, loss: 1.0389 2022-05-14 07:11:53,472 - mmdet - INFO - Epoch [17][3350/7330] lr: 1.000e-04, eta: 2 days, 11:14:44, time: 1.465, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1643, s0.loss_cls: 0.1609, s0.acc: 94.1438, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1938, s1.loss_cls: 0.0749, s1.acc: 94.6116, s1.loss_bbox: 0.1023, s1.loss_mask: 0.0910, s2.loss_cls: 0.0380, s2.acc: 94.2700, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0429, loss: 1.0716 2022-05-14 07:13:06,199 - mmdet - INFO - Epoch [17][3400/7330] lr: 1.000e-04, eta: 2 days, 11:13:28, time: 1.454, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1643, s0.loss_cls: 0.1554, s0.acc: 94.4282, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1915, s1.loss_cls: 0.0732, s1.acc: 94.9175, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0902, s2.loss_cls: 0.0367, s2.acc: 94.7051, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0426, loss: 1.0435 2022-05-14 07:14:19,555 - mmdet - INFO - Epoch [17][3450/7330] lr: 1.000e-04, eta: 2 days, 11:12:12, time: 1.465, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1499, s0.acc: 94.5598, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1939, s1.loss_cls: 0.0698, s1.acc: 94.9692, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0909, s2.loss_cls: 0.0354, s2.acc: 94.7605, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0430, loss: 1.0459 2022-05-14 07:15:32,204 - mmdet - INFO - Epoch [17][3500/7330] lr: 1.000e-04, eta: 2 days, 11:10:55, time: 1.454, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1512, s0.acc: 94.4658, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1879, s1.loss_cls: 0.0704, s1.acc: 94.8814, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0885, s2.loss_cls: 0.0359, s2.acc: 94.8023, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0420, loss: 1.0328 2022-05-14 07:16:45,348 - mmdet - INFO - Epoch [17][3550/7330] lr: 1.000e-04, eta: 2 days, 11:09:39, time: 1.461, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1669, s0.loss_cls: 0.1502, s0.acc: 94.5078, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1876, s1.loss_cls: 0.0697, s1.acc: 94.8962, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0894, s2.loss_cls: 0.0357, s2.acc: 94.7090, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0422, loss: 1.0300 2022-05-14 07:17:57,541 - mmdet - INFO - Epoch [17][3600/7330] lr: 1.000e-04, eta: 2 days, 11:08:22, time: 1.446, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1764, s0.loss_cls: 0.1493, s0.acc: 94.4238, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1861, s1.loss_cls: 0.0699, s1.acc: 94.9040, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0882, s2.loss_cls: 0.0359, s2.acc: 94.7038, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0416, loss: 1.0357 2022-05-14 07:19:09,930 - mmdet - INFO - Epoch [17][3650/7330] lr: 1.000e-04, eta: 2 days, 11:07:05, time: 1.448, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1543, s0.acc: 94.3357, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1948, s1.loss_cls: 0.0722, s1.acc: 94.7508, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0918, s2.loss_cls: 0.0367, s2.acc: 94.5351, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0432, loss: 1.0525 2022-05-14 07:20:23,911 - mmdet - INFO - Epoch [17][3700/7330] lr: 1.000e-04, eta: 2 days, 11:05:50, time: 1.480, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1498, s0.acc: 94.5557, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1951, s1.loss_cls: 0.0699, s1.acc: 94.9297, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0915, s2.loss_cls: 0.0361, s2.acc: 94.5485, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0429, loss: 1.0407 2022-05-14 07:21:36,997 - mmdet - INFO - Epoch [17][3750/7330] lr: 1.000e-04, eta: 2 days, 11:04:34, time: 1.462, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1592, s0.acc: 94.1841, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1915, s1.loss_cls: 0.0738, s1.acc: 94.6477, s1.loss_bbox: 0.1038, s1.loss_mask: 0.0899, s2.loss_cls: 0.0375, s2.acc: 94.5416, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0425, loss: 1.0662 2022-05-14 07:22:50,986 - mmdet - INFO - Epoch [17][3800/7330] lr: 1.000e-04, eta: 2 days, 11:03:19, time: 1.480, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1549, s0.acc: 94.3455, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1952, s1.loss_cls: 0.0711, s1.acc: 94.8697, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0917, s2.loss_cls: 0.0361, s2.acc: 94.6884, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0431, loss: 1.0629 2022-05-14 07:24:04,264 - mmdet - INFO - Epoch [17][3850/7330] lr: 1.000e-04, eta: 2 days, 11:02:03, time: 1.465, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1551, s0.acc: 94.2622, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1954, s1.loss_cls: 0.0718, s1.acc: 94.6778, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0912, s2.loss_cls: 0.0367, s2.acc: 94.4213, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0428, loss: 1.0557 2022-05-14 07:25:17,783 - mmdet - INFO - Epoch [17][3900/7330] lr: 1.000e-04, eta: 2 days, 11:00:48, time: 1.470, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1628, s0.loss_cls: 0.1473, s0.acc: 94.4836, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1834, s1.loss_cls: 0.0683, s1.acc: 94.8724, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0855, s2.loss_cls: 0.0352, s2.acc: 94.6096, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0400, loss: 1.0149 2022-05-14 07:26:31,667 - mmdet - INFO - Epoch [17][3950/7330] lr: 1.000e-04, eta: 2 days, 10:59:33, time: 1.478, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1510, s0.acc: 94.5090, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1846, s1.loss_cls: 0.0702, s1.acc: 95.0466, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0872, s2.loss_cls: 0.0359, s2.acc: 94.7062, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0414, loss: 1.0259 2022-05-14 07:27:45,393 - mmdet - INFO - Epoch [17][4000/7330] lr: 1.000e-04, eta: 2 days, 10:58:18, time: 1.475, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1628, s0.loss_cls: 0.1562, s0.acc: 94.2751, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1850, s1.loss_cls: 0.0722, s1.acc: 94.7599, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0870, s2.loss_cls: 0.0367, s2.acc: 94.5799, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0411, loss: 1.0274 2022-05-14 07:28:58,773 - mmdet - INFO - Epoch [17][4050/7330] lr: 1.000e-04, eta: 2 days, 10:57:02, time: 1.467, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1654, s0.loss_cls: 0.1513, s0.acc: 94.4001, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1923, s1.loss_cls: 0.0702, s1.acc: 94.8247, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0915, s2.loss_cls: 0.0366, s2.acc: 94.4905, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0433, loss: 1.0534 2022-05-14 07:30:12,275 - mmdet - INFO - Epoch [17][4100/7330] lr: 1.000e-04, eta: 2 days, 10:55:46, time: 1.470, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1609, s0.loss_cls: 0.1529, s0.acc: 94.3943, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1901, s1.loss_cls: 0.0703, s1.acc: 94.9047, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0894, s2.loss_cls: 0.0354, s2.acc: 94.8012, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0419, loss: 1.0368 2022-05-14 07:31:25,837 - mmdet - INFO - Epoch [17][4150/7330] lr: 1.000e-04, eta: 2 days, 10:54:31, time: 1.471, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1649, s0.loss_cls: 0.1521, s0.acc: 94.5447, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1875, s1.loss_cls: 0.0713, s1.acc: 94.8959, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0885, s2.loss_cls: 0.0358, s2.acc: 94.6937, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0420, loss: 1.0311 2022-05-14 07:32:38,824 - mmdet - INFO - Epoch [17][4200/7330] lr: 1.000e-04, eta: 2 days, 10:53:15, time: 1.460, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1570, s0.acc: 94.2710, s0.loss_bbox: 0.0908, s0.loss_mask: 0.1945, s1.loss_cls: 0.0723, s1.acc: 94.7491, s1.loss_bbox: 0.1024, s1.loss_mask: 0.0916, s2.loss_cls: 0.0368, s2.acc: 94.5194, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0431, loss: 1.0661 2022-05-14 07:33:51,753 - mmdet - INFO - Epoch [17][4250/7330] lr: 1.000e-04, eta: 2 days, 10:51:59, time: 1.458, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1564, s0.acc: 94.3887, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1892, s1.loss_cls: 0.0722, s1.acc: 94.8520, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0892, s2.loss_cls: 0.0368, s2.acc: 94.6579, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0425, loss: 1.0496 2022-05-14 07:35:04,702 - mmdet - INFO - Epoch [17][4300/7330] lr: 1.000e-04, eta: 2 days, 10:50:42, time: 1.459, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1699, s0.loss_cls: 0.1481, s0.acc: 94.5500, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1863, s1.loss_cls: 0.0677, s1.acc: 94.9912, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0885, s2.loss_cls: 0.0351, s2.acc: 94.6557, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0421, loss: 1.0310 2022-05-14 07:36:18,421 - mmdet - INFO - Epoch [17][4350/7330] lr: 1.000e-04, eta: 2 days, 10:49:27, time: 1.474, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1699, s0.loss_cls: 0.1604, s0.acc: 94.1675, s0.loss_bbox: 0.0933, s0.loss_mask: 0.1992, s1.loss_cls: 0.0731, s1.acc: 94.6847, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0941, s2.loss_cls: 0.0370, s2.acc: 94.5173, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0443, loss: 1.0885 2022-05-14 07:37:32,422 - mmdet - INFO - Epoch [17][4400/7330] lr: 1.000e-04, eta: 2 days, 10:48:12, time: 1.478, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1629, s0.loss_cls: 0.1513, s0.acc: 94.3481, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1910, s1.loss_cls: 0.0692, s1.acc: 94.8942, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0897, s2.loss_cls: 0.0355, s2.acc: 94.6355, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0425, loss: 1.0470 2022-05-14 07:38:45,837 - mmdet - INFO - Epoch [17][4450/7330] lr: 1.000e-04, eta: 2 days, 10:46:57, time: 1.470, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1614, s0.loss_cls: 0.1642, s0.acc: 94.0137, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1932, s1.loss_cls: 0.0761, s1.acc: 94.4550, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0902, s2.loss_cls: 0.0385, s2.acc: 94.3490, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0424, loss: 1.0669 2022-05-14 07:39:59,468 - mmdet - INFO - Epoch [17][4500/7330] lr: 1.000e-04, eta: 2 days, 10:45:41, time: 1.472, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1502, s0.acc: 94.4321, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1960, s1.loss_cls: 0.0689, s1.acc: 94.8353, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0935, s2.loss_cls: 0.0355, s2.acc: 94.6173, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0440, loss: 1.0466 2022-05-14 07:41:12,662 - mmdet - INFO - Epoch [17][4550/7330] lr: 1.000e-04, eta: 2 days, 10:44:25, time: 1.464, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1705, s0.loss_cls: 0.1518, s0.acc: 94.4827, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1899, s1.loss_cls: 0.0700, s1.acc: 94.9241, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0896, s2.loss_cls: 0.0358, s2.acc: 94.7326, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0424, loss: 1.0414 2022-05-14 07:42:25,686 - mmdet - INFO - Epoch [17][4600/7330] lr: 1.000e-04, eta: 2 days, 10:43:09, time: 1.460, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1675, s0.loss_cls: 0.1619, s0.acc: 94.1187, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1921, s1.loss_cls: 0.0754, s1.acc: 94.6330, s1.loss_bbox: 0.1047, s1.loss_mask: 0.0905, s2.loss_cls: 0.0384, s2.acc: 94.4345, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0423, loss: 1.0766 2022-05-14 07:43:39,766 - mmdet - INFO - Epoch [17][4650/7330] lr: 1.000e-04, eta: 2 days, 10:41:54, time: 1.482, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1691, s0.loss_cls: 0.1604, s0.acc: 94.1023, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1959, s1.loss_cls: 0.0754, s1.acc: 94.4919, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0916, s2.loss_cls: 0.0379, s2.acc: 94.3835, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0432, loss: 1.0825 2022-05-14 07:44:52,360 - mmdet - INFO - Epoch [17][4700/7330] lr: 1.000e-04, eta: 2 days, 10:40:38, time: 1.452, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1724, s0.loss_cls: 0.1631, s0.acc: 93.8943, s0.loss_bbox: 0.0920, s0.loss_mask: 0.1913, s1.loss_cls: 0.0760, s1.acc: 94.2924, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0905, s2.loss_cls: 0.0392, s2.acc: 94.0835, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0428, loss: 1.0837 2022-05-14 07:46:04,800 - mmdet - INFO - Epoch [17][4750/7330] lr: 1.000e-04, eta: 2 days, 10:39:21, time: 1.448, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1638, s0.loss_cls: 0.1654, s0.acc: 93.8508, s0.loss_bbox: 0.0952, s0.loss_mask: 0.1983, s1.loss_cls: 0.0761, s1.acc: 94.3543, s1.loss_bbox: 0.1040, s1.loss_mask: 0.0922, s2.loss_cls: 0.0386, s2.acc: 94.3066, s2.loss_bbox: 0.0672, s2.loss_mask: 0.0435, loss: 1.0926 2022-05-14 07:47:17,738 - mmdet - INFO - Epoch [17][4800/7330] lr: 1.000e-04, eta: 2 days, 10:38:05, time: 1.459, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1745, s0.loss_cls: 0.1663, s0.acc: 93.9373, s0.loss_bbox: 0.0923, s0.loss_mask: 0.1938, s1.loss_cls: 0.0767, s1.acc: 94.4436, s1.loss_bbox: 0.1031, s1.loss_mask: 0.0913, s2.loss_cls: 0.0394, s2.acc: 94.1944, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0428, loss: 1.0947 2022-05-14 07:48:30,776 - mmdet - INFO - Epoch [17][4850/7330] lr: 1.000e-04, eta: 2 days, 10:36:49, time: 1.460, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1529, s0.acc: 94.4446, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1879, s1.loss_cls: 0.0692, s1.acc: 95.0243, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0893, s2.loss_cls: 0.0356, s2.acc: 94.8837, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0422, loss: 1.0353 2022-05-14 07:49:43,298 - mmdet - INFO - Epoch [17][4900/7330] lr: 1.000e-04, eta: 2 days, 10:35:32, time: 1.451, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1535, s0.acc: 94.4404, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1892, s1.loss_cls: 0.0708, s1.acc: 94.9535, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0888, s2.loss_cls: 0.0369, s2.acc: 94.6533, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0419, loss: 1.0467 2022-05-14 07:50:55,213 - mmdet - INFO - Epoch [17][4950/7330] lr: 1.000e-04, eta: 2 days, 10:34:15, time: 1.438, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1659, s0.loss_cls: 0.1645, s0.acc: 94.0376, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1912, s1.loss_cls: 0.0763, s1.acc: 94.4410, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0904, s2.loss_cls: 0.0390, s2.acc: 94.2209, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0426, loss: 1.0706 2022-05-14 07:52:07,919 - mmdet - INFO - Epoch [17][5000/7330] lr: 1.000e-04, eta: 2 days, 10:32:58, time: 1.454, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1659, s0.loss_cls: 0.1601, s0.acc: 94.2122, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1920, s1.loss_cls: 0.0729, s1.acc: 94.6720, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0916, s2.loss_cls: 0.0375, s2.acc: 94.4807, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0431, loss: 1.0646 2022-05-14 07:53:20,637 - mmdet - INFO - Epoch [17][5050/7330] lr: 1.000e-04, eta: 2 days, 10:31:42, time: 1.454, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1518, s0.acc: 94.4045, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1895, s1.loss_cls: 0.0704, s1.acc: 94.8888, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0892, s2.loss_cls: 0.0361, s2.acc: 94.7578, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0425, loss: 1.0350 2022-05-14 07:54:35,123 - mmdet - INFO - Epoch [17][5100/7330] lr: 1.000e-04, eta: 2 days, 10:30:28, time: 1.489, data_time: 0.021, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1768, s0.loss_cls: 0.1658, s0.acc: 94.0112, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1979, s1.loss_cls: 0.0778, s1.acc: 94.3924, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0928, s2.loss_cls: 0.0391, s2.acc: 94.3201, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0440, loss: 1.0998 2022-05-14 07:55:48,801 - mmdet - INFO - Epoch [17][5150/7330] lr: 1.000e-04, eta: 2 days, 10:29:12, time: 1.474, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1643, s0.acc: 94.0901, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1927, s1.loss_cls: 0.0762, s1.acc: 94.5584, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0911, s2.loss_cls: 0.0390, s2.acc: 94.3026, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0427, loss: 1.0720 2022-05-14 07:57:02,170 - mmdet - INFO - Epoch [17][5200/7330] lr: 1.000e-04, eta: 2 days, 10:27:57, time: 1.465, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1661, s0.acc: 94.0073, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1884, s1.loss_cls: 0.0794, s1.acc: 94.4051, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0885, s2.loss_cls: 0.0405, s2.acc: 94.1766, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0416, loss: 1.0706 2022-05-14 07:58:15,915 - mmdet - INFO - Epoch [17][5250/7330] lr: 1.000e-04, eta: 2 days, 10:26:41, time: 1.477, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1692, s0.loss_cls: 0.1638, s0.acc: 94.0630, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1928, s1.loss_cls: 0.0766, s1.acc: 94.4908, s1.loss_bbox: 0.1046, s1.loss_mask: 0.0915, s2.loss_cls: 0.0389, s2.acc: 94.2183, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0432, loss: 1.0875 2022-05-14 07:59:28,729 - mmdet - INFO - Epoch [17][5300/7330] lr: 1.000e-04, eta: 2 days, 10:25:25, time: 1.456, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1710, s0.loss_cls: 0.1567, s0.acc: 94.2188, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1967, s1.loss_cls: 0.0735, s1.acc: 94.6135, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0928, s2.loss_cls: 0.0374, s2.acc: 94.4572, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0436, loss: 1.0768 2022-05-14 08:00:41,027 - mmdet - INFO - Epoch [17][5350/7330] lr: 1.000e-04, eta: 2 days, 10:24:08, time: 1.446, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1633, s0.loss_cls: 0.1511, s0.acc: 94.4783, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1955, s1.loss_cls: 0.0704, s1.acc: 94.8088, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0921, s2.loss_cls: 0.0360, s2.acc: 94.6300, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0435, loss: 1.0431 2022-05-14 08:01:53,505 - mmdet - INFO - Epoch [17][5400/7330] lr: 1.000e-04, eta: 2 days, 10:22:52, time: 1.450, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1741, s0.loss_cls: 0.1560, s0.acc: 94.3147, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1925, s1.loss_cls: 0.0718, s1.acc: 94.7794, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0908, s2.loss_cls: 0.0367, s2.acc: 94.5519, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0425, loss: 1.0660 2022-05-14 08:03:06,378 - mmdet - INFO - Epoch [17][5450/7330] lr: 1.000e-04, eta: 2 days, 10:21:35, time: 1.457, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1687, s0.loss_cls: 0.1504, s0.acc: 94.4702, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1908, s1.loss_cls: 0.0690, s1.acc: 94.9716, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0904, s2.loss_cls: 0.0361, s2.acc: 94.7534, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0428, loss: 1.0390 2022-05-14 08:04:19,994 - mmdet - INFO - Epoch [17][5500/7330] lr: 1.000e-04, eta: 2 days, 10:20:20, time: 1.472, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1556, s0.loss_cls: 0.1588, s0.acc: 94.0977, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1948, s1.loss_cls: 0.0728, s1.acc: 94.6179, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0920, s2.loss_cls: 0.0382, s2.acc: 94.2941, s2.loss_bbox: 0.0685, s2.loss_mask: 0.0433, loss: 1.0675 2022-05-14 08:05:33,139 - mmdet - INFO - Epoch [17][5550/7330] lr: 1.000e-04, eta: 2 days, 10:19:04, time: 1.463, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0296, loss_semantic_seg: 0.1707, s0.loss_cls: 0.1645, s0.acc: 94.1235, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1982, s1.loss_cls: 0.0764, s1.acc: 94.5737, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0926, s2.loss_cls: 0.0384, s2.acc: 94.4887, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0437, loss: 1.0941 2022-05-14 08:06:45,261 - mmdet - INFO - Epoch [17][5600/7330] lr: 1.000e-04, eta: 2 days, 10:17:47, time: 1.442, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1777, s0.loss_cls: 0.1512, s0.acc: 94.4690, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1868, s1.loss_cls: 0.0691, s1.acc: 95.0158, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0880, s2.loss_cls: 0.0351, s2.acc: 94.8520, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0414, loss: 1.0413 2022-05-14 08:07:58,363 - mmdet - INFO - Epoch [17][5650/7330] lr: 1.000e-04, eta: 2 days, 10:16:31, time: 1.462, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1528, s0.acc: 94.3164, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1917, s1.loss_cls: 0.0712, s1.acc: 94.8187, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0907, s2.loss_cls: 0.0366, s2.acc: 94.5110, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0428, loss: 1.0570 2022-05-14 08:09:11,200 - mmdet - INFO - Epoch [17][5700/7330] lr: 1.000e-04, eta: 2 days, 10:15:15, time: 1.457, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1634, s0.loss_cls: 0.1517, s0.acc: 94.4336, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1874, s1.loss_cls: 0.0694, s1.acc: 94.9325, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0886, s2.loss_cls: 0.0355, s2.acc: 94.7230, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0422, loss: 1.0363 2022-05-14 08:10:24,416 - mmdet - INFO - Epoch [17][5750/7330] lr: 1.000e-04, eta: 2 days, 10:13:59, time: 1.464, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1666, s0.loss_cls: 0.1530, s0.acc: 94.3870, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1920, s1.loss_cls: 0.0713, s1.acc: 94.7461, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0911, s2.loss_cls: 0.0365, s2.acc: 94.6119, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0430, loss: 1.0448 2022-05-14 08:11:37,583 - mmdet - INFO - Epoch [17][5800/7330] lr: 1.000e-04, eta: 2 days, 10:12:43, time: 1.463, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1609, s0.loss_cls: 0.1535, s0.acc: 94.4478, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1863, s1.loss_cls: 0.0706, s1.acc: 94.8878, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0879, s2.loss_cls: 0.0363, s2.acc: 94.5941, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0415, loss: 1.0161 2022-05-14 08:12:50,206 - mmdet - INFO - Epoch [17][5850/7330] lr: 1.000e-04, eta: 2 days, 10:11:27, time: 1.453, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1597, s0.acc: 94.2263, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1847, s1.loss_cls: 0.0738, s1.acc: 94.6717, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0872, s2.loss_cls: 0.0374, s2.acc: 94.3828, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0408, loss: 1.0509 2022-05-14 08:14:04,044 - mmdet - INFO - Epoch [17][5900/7330] lr: 1.000e-04, eta: 2 days, 10:10:12, time: 1.476, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1774, s0.loss_cls: 0.1427, s0.acc: 94.7756, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1855, s1.loss_cls: 0.0658, s1.acc: 95.2106, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0874, s2.loss_cls: 0.0333, s2.acc: 94.9654, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0413, loss: 1.0162 2022-05-14 08:15:16,136 - mmdet - INFO - Epoch [17][5950/7330] lr: 1.000e-04, eta: 2 days, 10:08:55, time: 1.442, data_time: 0.020, memory: 64756, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1670, s0.loss_cls: 0.1480, s0.acc: 94.6387, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1891, s1.loss_cls: 0.0675, s1.acc: 95.1480, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0889, s2.loss_cls: 0.0343, s2.acc: 94.9947, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0423, loss: 1.0229 2022-05-14 08:16:29,584 - mmdet - INFO - Epoch [17][6000/7330] lr: 1.000e-04, eta: 2 days, 10:07:39, time: 1.469, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1533, s0.acc: 94.3704, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1947, s1.loss_cls: 0.0704, s1.acc: 94.8786, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0919, s2.loss_cls: 0.0361, s2.acc: 94.5152, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0433, loss: 1.0532 2022-05-14 08:17:42,828 - mmdet - INFO - Epoch [17][6050/7330] lr: 1.000e-04, eta: 2 days, 10:06:23, time: 1.465, data_time: 0.011, memory: 64756, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1658, s0.loss_cls: 0.1525, s0.acc: 94.3677, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1941, s1.loss_cls: 0.0703, s1.acc: 94.7693, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0909, s2.loss_cls: 0.0358, s2.acc: 94.5717, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0431, loss: 1.0465 2022-05-14 08:18:56,978 - mmdet - INFO - Epoch [17][6100/7330] lr: 1.000e-04, eta: 2 days, 10:05:09, time: 1.483, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1607, s0.loss_cls: 0.1577, s0.acc: 94.1973, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1895, s1.loss_cls: 0.0718, s1.acc: 94.8799, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0895, s2.loss_cls: 0.0368, s2.acc: 94.6812, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0423, loss: 1.0525 2022-05-14 08:20:09,585 - mmdet - INFO - Epoch [17][6150/7330] lr: 1.000e-04, eta: 2 days, 10:03:52, time: 1.452, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1772, s0.loss_cls: 0.1594, s0.acc: 94.2510, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1943, s1.loss_cls: 0.0741, s1.acc: 94.6720, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0909, s2.loss_cls: 0.0370, s2.acc: 94.4857, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0431, loss: 1.0742 2022-05-14 08:21:22,569 - mmdet - INFO - Epoch [17][6200/7330] lr: 1.000e-04, eta: 2 days, 10:02:36, time: 1.460, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1471, s0.acc: 94.5317, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1898, s1.loss_cls: 0.0679, s1.acc: 95.0021, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0896, s2.loss_cls: 0.0353, s2.acc: 94.7322, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0424, loss: 1.0398 2022-05-14 08:22:35,893 - mmdet - INFO - Epoch [17][6250/7330] lr: 1.000e-04, eta: 2 days, 10:01:21, time: 1.466, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1716, s0.loss_cls: 0.1529, s0.acc: 94.2998, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1975, s1.loss_cls: 0.0714, s1.acc: 94.6725, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0929, s2.loss_cls: 0.0359, s2.acc: 94.5921, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0439, loss: 1.0657 2022-05-14 08:23:48,905 - mmdet - INFO - Epoch [17][6300/7330] lr: 1.000e-04, eta: 2 days, 10:00:05, time: 1.460, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1650, s0.loss_cls: 0.1559, s0.acc: 94.3774, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1880, s1.loss_cls: 0.0715, s1.acc: 94.9114, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0884, s2.loss_cls: 0.0367, s2.acc: 94.6219, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0417, loss: 1.0472 2022-05-14 08:25:03,191 - mmdet - INFO - Epoch [17][6350/7330] lr: 1.000e-04, eta: 2 days, 9:58:50, time: 1.486, data_time: 0.022, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1593, s0.acc: 94.1687, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1915, s1.loss_cls: 0.0744, s1.acc: 94.5829, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0903, s2.loss_cls: 0.0382, s2.acc: 94.3871, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0427, loss: 1.0667 2022-05-14 08:26:17,597 - mmdet - INFO - Epoch [17][6400/7330] lr: 1.000e-04, eta: 2 days, 9:57:36, time: 1.488, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1719, s0.loss_cls: 0.1543, s0.acc: 94.3618, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1899, s1.loss_cls: 0.0697, s1.acc: 95.0025, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0903, s2.loss_cls: 0.0356, s2.acc: 94.8289, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0426, loss: 1.0473 2022-05-14 08:27:31,912 - mmdet - INFO - Epoch [17][6450/7330] lr: 1.000e-04, eta: 2 days, 9:56:21, time: 1.486, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1605, s0.acc: 94.1304, s0.loss_bbox: 0.0924, s0.loss_mask: 0.1966, s1.loss_cls: 0.0739, s1.acc: 94.6042, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0925, s2.loss_cls: 0.0381, s2.acc: 94.3901, s2.loss_bbox: 0.0669, s2.loss_mask: 0.0435, loss: 1.0813 2022-05-14 08:28:45,492 - mmdet - INFO - Epoch [17][6500/7330] lr: 1.000e-04, eta: 2 days, 9:55:06, time: 1.471, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1730, s0.loss_cls: 0.1555, s0.acc: 94.3154, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1920, s1.loss_cls: 0.0728, s1.acc: 94.8266, s1.loss_bbox: 0.1005, s1.loss_mask: 0.0909, s2.loss_cls: 0.0372, s2.acc: 94.5081, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0427, loss: 1.0665 2022-05-14 08:29:59,629 - mmdet - INFO - Epoch [17][6550/7330] lr: 1.000e-04, eta: 2 days, 9:53:51, time: 1.483, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1568, s0.loss_cls: 0.1598, s0.acc: 94.0017, s0.loss_bbox: 0.0941, s0.loss_mask: 0.1973, s1.loss_cls: 0.0742, s1.acc: 94.5133, s1.loss_bbox: 0.1053, s1.loss_mask: 0.0935, s2.loss_cls: 0.0384, s2.acc: 94.2329, s2.loss_bbox: 0.0684, s2.loss_mask: 0.0438, loss: 1.0793 2022-05-14 08:31:12,692 - mmdet - INFO - Epoch [17][6600/7330] lr: 1.000e-04, eta: 2 days, 9:52:35, time: 1.461, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1544, s0.acc: 94.4316, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1847, s1.loss_cls: 0.0710, s1.acc: 94.8753, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0872, s2.loss_cls: 0.0364, s2.acc: 94.7816, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0416, loss: 1.0325 2022-05-14 08:32:25,406 - mmdet - INFO - Epoch [17][6650/7330] lr: 1.000e-04, eta: 2 days, 9:51:19, time: 1.454, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1650, s0.loss_cls: 0.1541, s0.acc: 94.3479, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1914, s1.loss_cls: 0.0718, s1.acc: 94.8277, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0906, s2.loss_cls: 0.0375, s2.acc: 94.5048, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0426, loss: 1.0511 2022-05-14 08:33:38,464 - mmdet - INFO - Epoch [17][6700/7330] lr: 1.000e-04, eta: 2 days, 9:50:03, time: 1.461, data_time: 0.013, memory: 64756, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1639, s0.loss_cls: 0.1542, s0.acc: 94.3257, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1913, s1.loss_cls: 0.0715, s1.acc: 94.6790, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0903, s2.loss_cls: 0.0361, s2.acc: 94.6517, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0426, loss: 1.0473 2022-05-14 08:34:50,960 - mmdet - INFO - Epoch [17][6750/7330] lr: 1.000e-04, eta: 2 days, 9:48:46, time: 1.449, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1639, s0.loss_cls: 0.1539, s0.acc: 94.4106, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1888, s1.loss_cls: 0.0718, s1.acc: 94.8359, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0884, s2.loss_cls: 0.0368, s2.acc: 94.6210, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0418, loss: 1.0436 2022-05-14 08:36:03,978 - mmdet - INFO - Epoch [17][6800/7330] lr: 1.000e-04, eta: 2 days, 9:47:30, time: 1.461, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1500, s0.acc: 94.4199, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1896, s1.loss_cls: 0.0691, s1.acc: 94.9109, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0897, s2.loss_cls: 0.0353, s2.acc: 94.6874, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0424, loss: 1.0363 2022-05-14 08:37:15,349 - mmdet - INFO - Epoch [17][6850/7330] lr: 1.000e-04, eta: 2 days, 9:46:12, time: 1.427, data_time: 0.016, memory: 64756, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1607, s0.loss_cls: 0.1395, s0.acc: 94.8633, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1810, s1.loss_cls: 0.0648, s1.acc: 95.3798, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0859, s2.loss_cls: 0.0330, s2.acc: 95.1206, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0407, loss: 0.9836 2022-05-14 08:38:27,717 - mmdet - INFO - Epoch [17][6900/7330] lr: 1.000e-04, eta: 2 days, 9:44:56, time: 1.448, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1669, s0.loss_cls: 0.1598, s0.acc: 94.1448, s0.loss_bbox: 0.0940, s0.loss_mask: 0.1921, s1.loss_cls: 0.0736, s1.acc: 94.5682, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0901, s2.loss_cls: 0.0375, s2.acc: 94.3941, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0426, loss: 1.0678 2022-05-14 08:39:40,619 - mmdet - INFO - Epoch [17][6950/7330] lr: 1.000e-04, eta: 2 days, 9:43:39, time: 1.457, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1663, s0.loss_cls: 0.1526, s0.acc: 94.4363, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1888, s1.loss_cls: 0.0698, s1.acc: 94.9445, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0889, s2.loss_cls: 0.0352, s2.acc: 94.7239, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0422, loss: 1.0397 2022-05-14 08:40:53,866 - mmdet - INFO - Epoch [17][7000/7330] lr: 1.000e-04, eta: 2 days, 9:42:24, time: 1.465, data_time: 0.017, memory: 64756, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1612, s0.loss_cls: 0.1513, s0.acc: 94.4216, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1880, s1.loss_cls: 0.0686, s1.acc: 94.9171, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0891, s2.loss_cls: 0.0347, s2.acc: 94.7302, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0422, loss: 1.0292 2022-05-14 08:42:08,631 - mmdet - INFO - Epoch [17][7050/7330] lr: 1.000e-04, eta: 2 days, 9:41:10, time: 1.496, data_time: 0.014, memory: 64756, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1499, s0.acc: 94.4036, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1840, s1.loss_cls: 0.0698, s1.acc: 94.7917, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0867, s2.loss_cls: 0.0357, s2.acc: 94.6148, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0411, loss: 1.0230 2022-05-14 08:43:21,905 - mmdet - INFO - Epoch [17][7100/7330] lr: 1.000e-04, eta: 2 days, 9:39:54, time: 1.465, data_time: 0.015, memory: 64756, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1597, s0.acc: 94.1714, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1933, s1.loss_cls: 0.0741, s1.acc: 94.6006, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0915, s2.loss_cls: 0.0384, s2.acc: 94.2722, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0433, loss: 1.0683 2022-05-14 08:44:35,206 - mmdet - INFO - Epoch [17][7150/7330] lr: 1.000e-04, eta: 2 days, 9:38:38, time: 1.466, data_time: 0.018, memory: 64756, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1696, s0.loss_cls: 0.1596, s0.acc: 94.1592, s0.loss_bbox: 0.0917, s0.loss_mask: 0.1921, s1.loss_cls: 0.0750, s1.acc: 94.5985, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0902, s2.loss_cls: 0.0381, s2.acc: 94.3764, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0425, loss: 1.0693 2022-05-14 08:45:48,354 - mmdet - INFO - Epoch [17][7200/7330] lr: 1.000e-04, eta: 2 days, 9:37:23, time: 1.463, data_time: 0.019, memory: 64756, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1684, s0.loss_cls: 0.1506, s0.acc: 94.4917, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1861, s1.loss_cls: 0.0700, s1.acc: 94.9839, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0878, s2.loss_cls: 0.0362, s2.acc: 94.7963, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0414, loss: 1.0276 2022-05-14 08:47:00,271 - mmdet - INFO - Epoch [17][7250/7330] lr: 1.000e-04, eta: 2 days, 9:36:05, time: 1.439, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1462, s0.acc: 94.7256, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1950, s1.loss_cls: 0.0679, s1.acc: 95.1649, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0914, s2.loss_cls: 0.0343, s2.acc: 95.0534, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0428, loss: 1.0297 2022-05-14 08:48:14,091 - mmdet - INFO - Epoch [17][7300/7330] lr: 1.000e-04, eta: 2 days, 9:34:50, time: 1.476, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1507, s0.acc: 94.5264, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1918, s1.loss_cls: 0.0698, s1.acc: 94.8928, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0904, s2.loss_cls: 0.0359, s2.acc: 94.6409, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0426, loss: 1.0329 2022-05-14 08:49:16,885 - mmdet - INFO - Saving checkpoint at 17 epochs 2022-05-14 08:54:20,255 - mmdet - INFO - Evaluating bbox... 2022-05-14 08:55:07,338 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.559 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.746 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.618 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.409 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.599 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.691 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.726 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.726 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.726 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.581 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.767 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.855 2022-05-14 08:55:07,339 - mmdet - INFO - Evaluating segm... 2022-05-14 08:56:02,605 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.483 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.723 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.530 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.304 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.516 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.665 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.628 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.628 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.628 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 ] = 0.665 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.771 2022-05-14 08:56:03,499 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 08:56:03,500 - mmdet - INFO - Epoch(val) [17][313] bbox_mAP: 0.5590, bbox_mAP_50: 0.7460, bbox_mAP_75: 0.6180, bbox_mAP_s: 0.4090, bbox_mAP_m: 0.5990, bbox_mAP_l: 0.6910, bbox_mAP_copypaste: 0.559 0.746 0.618 0.409 0.599 0.691, segm_mAP: 0.4830, segm_mAP_50: 0.7230, segm_mAP_75: 0.5300, segm_mAP_s: 0.3040, segm_mAP_m: 0.5160, segm_mAP_l: 0.6650, segm_mAP_copypaste: 0.483 0.723 0.530 0.304 0.516 0.665 2022-05-14 09:01:28,117 - mmdet - INFO - Epoch [18][50/7330] lr: 1.000e-04, eta: 2 days, 9:36:41, time: 6.491, data_time: 4.997, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1607, s0.loss_cls: 0.1422, s0.acc: 94.7783, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1850, s1.loss_cls: 0.0652, s1.acc: 95.3204, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0877, s2.loss_cls: 0.0335, s2.acc: 95.0674, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0415, loss: 0.9996 2022-05-14 09:02:41,878 - mmdet - INFO - Epoch [18][100/7330] lr: 1.000e-04, eta: 2 days, 9:35:26, time: 1.475, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1655, s0.loss_cls: 0.1485, s0.acc: 94.6128, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1881, s1.loss_cls: 0.0682, s1.acc: 95.0669, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0896, s2.loss_cls: 0.0352, s2.acc: 94.8553, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0429, loss: 1.0273 2022-05-14 09:03:55,445 - mmdet - INFO - Epoch [18][150/7330] lr: 1.000e-04, eta: 2 days, 9:34:10, time: 1.471, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1597, s0.loss_cls: 0.1453, s0.acc: 94.6072, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1880, s1.loss_cls: 0.0661, s1.acc: 95.1097, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0884, s2.loss_cls: 0.0337, s2.acc: 94.9160, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0419, loss: 1.0203 2022-05-14 09:05:09,008 - mmdet - INFO - Epoch [18][200/7330] lr: 1.000e-04, eta: 2 days, 9:32:55, time: 1.471, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1559, s0.loss_cls: 0.1383, s0.acc: 94.9250, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1859, s1.loss_cls: 0.0633, s1.acc: 95.4548, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0873, s2.loss_cls: 0.0317, s2.acc: 95.2750, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0413, loss: 0.9856 2022-05-14 09:06:22,748 - mmdet - INFO - Epoch [18][250/7330] lr: 1.000e-04, eta: 2 days, 9:31:39, time: 1.474, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1569, s0.loss_cls: 0.1499, s0.acc: 94.4934, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1897, s1.loss_cls: 0.0686, s1.acc: 95.0305, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0895, s2.loss_cls: 0.0354, s2.acc: 94.7884, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0423, loss: 1.0292 2022-05-14 09:07:36,488 - mmdet - INFO - Epoch [18][300/7330] lr: 1.000e-04, eta: 2 days, 9:30:24, time: 1.475, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1573, s0.loss_cls: 0.1376, s0.acc: 94.8020, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1854, s1.loss_cls: 0.0637, s1.acc: 95.2678, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0882, s2.loss_cls: 0.0326, s2.acc: 94.9630, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0418, loss: 0.9903 2022-05-14 09:08:50,209 - mmdet - INFO - Epoch [18][350/7330] lr: 1.000e-04, eta: 2 days, 9:29:09, time: 1.474, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1472, s0.acc: 94.6331, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1868, s1.loss_cls: 0.0667, s1.acc: 95.1952, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0884, s2.loss_cls: 0.0345, s2.acc: 95.0261, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0418, loss: 1.0136 2022-05-14 09:10:04,107 - mmdet - INFO - Epoch [18][400/7330] lr: 1.000e-04, eta: 2 days, 9:27:53, time: 1.478, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1693, s0.loss_cls: 0.1493, s0.acc: 94.5166, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1890, s1.loss_cls: 0.0680, s1.acc: 95.0303, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0893, s2.loss_cls: 0.0347, s2.acc: 94.8686, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0422, loss: 1.0356 2022-05-14 09:11:19,045 - mmdet - INFO - Epoch [18][450/7330] lr: 1.000e-04, eta: 2 days, 9:26:39, time: 1.499, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1587, s0.loss_cls: 0.1555, s0.acc: 94.2793, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1887, s1.loss_cls: 0.0705, s1.acc: 94.8641, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0886, s2.loss_cls: 0.0365, s2.acc: 94.4829, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0418, loss: 1.0444 2022-05-14 09:12:33,543 - mmdet - INFO - Epoch [18][500/7330] lr: 1.000e-04, eta: 2 days, 9:25:25, time: 1.490, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1638, s0.loss_cls: 0.1512, s0.acc: 94.4841, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1869, s1.loss_cls: 0.0693, s1.acc: 94.9371, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0878, s2.loss_cls: 0.0353, s2.acc: 94.8616, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0417, loss: 1.0300 2022-05-14 09:13:48,140 - mmdet - INFO - Epoch [18][550/7330] lr: 1.000e-04, eta: 2 days, 9:24:11, time: 1.492, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1538, s0.acc: 94.2224, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1908, s1.loss_cls: 0.0707, s1.acc: 94.7075, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0898, s2.loss_cls: 0.0357, s2.acc: 94.4834, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0426, loss: 1.0458 2022-05-14 09:15:01,677 - mmdet - INFO - Epoch [18][600/7330] lr: 1.000e-04, eta: 2 days, 9:22:55, time: 1.471, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1558, s0.loss_cls: 0.1526, s0.acc: 94.3132, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1886, s1.loss_cls: 0.0700, s1.acc: 94.8108, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0892, s2.loss_cls: 0.0357, s2.acc: 94.5497, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0419, loss: 1.0346 2022-05-14 09:16:15,599 - mmdet - INFO - Epoch [18][650/7330] lr: 1.000e-04, eta: 2 days, 9:21:40, time: 1.478, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1530, s0.acc: 94.3513, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1883, s1.loss_cls: 0.0705, s1.acc: 94.8753, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0891, s2.loss_cls: 0.0361, s2.acc: 94.6944, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0421, loss: 1.0407 2022-05-14 09:17:28,678 - mmdet - INFO - Epoch [18][700/7330] lr: 1.000e-04, eta: 2 days, 9:20:24, time: 1.462, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1728, s0.loss_cls: 0.1517, s0.acc: 94.4775, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1881, s1.loss_cls: 0.0692, s1.acc: 95.0635, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0892, s2.loss_cls: 0.0351, s2.acc: 94.8391, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0421, loss: 1.0299 2022-05-14 09:18:42,575 - mmdet - INFO - Epoch [18][750/7330] lr: 1.000e-04, eta: 2 days, 9:19:09, time: 1.477, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1497, s0.acc: 94.4617, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1842, s1.loss_cls: 0.0685, s1.acc: 94.9548, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0869, s2.loss_cls: 0.0346, s2.acc: 94.8534, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0409, loss: 1.0148 2022-05-14 09:19:55,762 - mmdet - INFO - Epoch [18][800/7330] lr: 1.000e-04, eta: 2 days, 9:17:53, time: 1.463, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1654, s0.loss_cls: 0.1539, s0.acc: 94.3994, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1915, s1.loss_cls: 0.0705, s1.acc: 94.7844, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0901, s2.loss_cls: 0.0356, s2.acc: 94.6714, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0429, loss: 1.0518 2022-05-14 09:21:09,711 - mmdet - INFO - Epoch [18][850/7330] lr: 1.000e-04, eta: 2 days, 9:16:38, time: 1.480, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1611, s0.loss_cls: 0.1510, s0.acc: 94.4487, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1861, s1.loss_cls: 0.0691, s1.acc: 94.8716, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0878, s2.loss_cls: 0.0361, s2.acc: 94.6136, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0413, loss: 1.0245 2022-05-14 09:22:22,974 - mmdet - INFO - Epoch [18][900/7330] lr: 1.000e-04, eta: 2 days, 9:15:22, time: 1.465, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1487, s0.acc: 94.5010, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1930, s1.loss_cls: 0.0676, s1.acc: 95.0946, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0911, s2.loss_cls: 0.0350, s2.acc: 94.7487, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0430, loss: 1.0374 2022-05-14 09:23:36,704 - mmdet - INFO - Epoch [18][950/7330] lr: 1.000e-04, eta: 2 days, 9:14:07, time: 1.475, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1471, s0.acc: 94.5708, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1859, s1.loss_cls: 0.0664, s1.acc: 95.1271, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0877, s2.loss_cls: 0.0344, s2.acc: 94.8699, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0417, loss: 1.0180 2022-05-14 09:24:51,463 - mmdet - INFO - Epoch [18][1000/7330] lr: 1.000e-04, eta: 2 days, 9:12:53, time: 1.495, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1566, s0.acc: 94.2864, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1952, s1.loss_cls: 0.0723, s1.acc: 94.6519, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0922, s2.loss_cls: 0.0370, s2.acc: 94.5181, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0439, loss: 1.0613 2022-05-14 09:26:05,811 - mmdet - INFO - Epoch [18][1050/7330] lr: 1.000e-04, eta: 2 days, 9:11:38, time: 1.487, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1614, s0.acc: 94.0347, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1944, s1.loss_cls: 0.0750, s1.acc: 94.4552, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0906, s2.loss_cls: 0.0379, s2.acc: 94.3345, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0430, loss: 1.0720 2022-05-14 09:27:19,473 - mmdet - INFO - Epoch [18][1100/7330] lr: 1.000e-04, eta: 2 days, 9:10:23, time: 1.473, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1655, s0.loss_cls: 0.1473, s0.acc: 94.5520, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1824, s1.loss_cls: 0.0674, s1.acc: 95.0623, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0856, s2.loss_cls: 0.0346, s2.acc: 94.7868, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0405, loss: 1.0120 2022-05-14 09:28:33,220 - mmdet - INFO - Epoch [18][1150/7330] lr: 1.000e-04, eta: 2 days, 9:09:07, time: 1.475, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1615, s0.loss_cls: 0.1607, s0.acc: 94.1118, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1883, s1.loss_cls: 0.0730, s1.acc: 94.7251, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0890, s2.loss_cls: 0.0377, s2.acc: 94.5346, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0423, loss: 1.0551 2022-05-14 09:29:46,495 - mmdet - INFO - Epoch [18][1200/7330] lr: 1.000e-04, eta: 2 days, 9:07:51, time: 1.466, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1591, s0.loss_cls: 0.1577, s0.acc: 94.2378, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1881, s1.loss_cls: 0.0734, s1.acc: 94.7241, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0892, s2.loss_cls: 0.0374, s2.acc: 94.4580, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0422, loss: 1.0443 2022-05-14 09:31:00,757 - mmdet - INFO - Epoch [18][1250/7330] lr: 1.000e-04, eta: 2 days, 9:06:37, time: 1.485, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1567, s0.loss_cls: 0.1537, s0.acc: 94.4480, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1897, s1.loss_cls: 0.0700, s1.acc: 95.0720, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0897, s2.loss_cls: 0.0357, s2.acc: 94.8751, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0421, loss: 1.0379 2022-05-14 09:32:13,680 - mmdet - INFO - Epoch [18][1300/7330] lr: 1.000e-04, eta: 2 days, 9:05:20, time: 1.458, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1488, s0.acc: 94.4390, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1841, s1.loss_cls: 0.0689, s1.acc: 94.8831, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0867, s2.loss_cls: 0.0356, s2.acc: 94.6495, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0411, loss: 1.0283 2022-05-14 09:33:26,760 - mmdet - INFO - Epoch [18][1350/7330] lr: 1.000e-04, eta: 2 days, 9:04:04, time: 1.462, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1689, s0.loss_cls: 0.1601, s0.acc: 94.1704, s0.loss_bbox: 0.0934, s0.loss_mask: 0.1932, s1.loss_cls: 0.0746, s1.acc: 94.5738, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0905, s2.loss_cls: 0.0372, s2.acc: 94.3689, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0428, loss: 1.0734 2022-05-14 09:34:40,532 - mmdet - INFO - Epoch [18][1400/7330] lr: 1.000e-04, eta: 2 days, 9:02:49, time: 1.475, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1638, s0.loss_cls: 0.1478, s0.acc: 94.5742, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1859, s1.loss_cls: 0.0675, s1.acc: 95.0861, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0880, s2.loss_cls: 0.0353, s2.acc: 94.7551, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0417, loss: 1.0254 2022-05-14 09:35:54,229 - mmdet - INFO - Epoch [18][1450/7330] lr: 1.000e-04, eta: 2 days, 9:01:34, time: 1.474, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1525, s0.loss_cls: 0.1591, s0.acc: 94.1985, s0.loss_bbox: 0.0943, s0.loss_mask: 0.1946, s1.loss_cls: 0.0731, s1.acc: 94.7664, s1.loss_bbox: 0.1029, s1.loss_mask: 0.0912, s2.loss_cls: 0.0370, s2.acc: 94.5427, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0427, loss: 1.0619 2022-05-14 09:37:08,531 - mmdet - INFO - Epoch [18][1500/7330] lr: 1.000e-04, eta: 2 days, 9:00:19, time: 1.486, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1465, s0.acc: 94.6160, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1860, s1.loss_cls: 0.0671, s1.acc: 95.1211, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0876, s2.loss_cls: 0.0344, s2.acc: 94.8364, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0415, loss: 1.0186 2022-05-14 09:38:22,069 - mmdet - INFO - Epoch [18][1550/7330] lr: 1.000e-04, eta: 2 days, 8:59:04, time: 1.471, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1461, s0.acc: 94.6309, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1834, s1.loss_cls: 0.0678, s1.acc: 95.0658, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0870, s2.loss_cls: 0.0340, s2.acc: 94.9474, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0414, loss: 1.0096 2022-05-14 09:39:37,389 - mmdet - INFO - Epoch [18][1600/7330] lr: 1.000e-04, eta: 2 days, 8:57:50, time: 1.506, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1540, s0.acc: 94.3271, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1891, s1.loss_cls: 0.0717, s1.acc: 94.7744, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0887, s2.loss_cls: 0.0367, s2.acc: 94.5310, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0420, loss: 1.0410 2022-05-14 09:40:50,155 - mmdet - INFO - Epoch [18][1650/7330] lr: 1.000e-04, eta: 2 days, 8:56:34, time: 1.455, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1685, s0.loss_cls: 0.1483, s0.acc: 94.4998, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1934, s1.loss_cls: 0.0674, s1.acc: 95.0767, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0911, s2.loss_cls: 0.0348, s2.acc: 94.7627, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0431, loss: 1.0462 2022-05-14 09:42:02,957 - mmdet - INFO - Epoch [18][1700/7330] lr: 1.000e-04, eta: 2 days, 8:55:17, time: 1.456, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1611, s0.loss_cls: 0.1520, s0.acc: 94.3730, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1862, s1.loss_cls: 0.0697, s1.acc: 94.8741, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0878, s2.loss_cls: 0.0353, s2.acc: 94.7724, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0410, loss: 1.0239 2022-05-14 09:43:16,362 - mmdet - INFO - Epoch [18][1750/7330] lr: 1.000e-04, eta: 2 days, 8:54:02, time: 1.468, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1726, s0.loss_cls: 0.1507, s0.acc: 94.4851, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1895, s1.loss_cls: 0.0696, s1.acc: 94.9355, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0891, s2.loss_cls: 0.0352, s2.acc: 94.8170, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0422, loss: 1.0383 2022-05-14 09:44:29,562 - mmdet - INFO - Epoch [18][1800/7330] lr: 1.000e-04, eta: 2 days, 8:52:46, time: 1.464, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1481, s0.acc: 94.6655, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1857, s1.loss_cls: 0.0665, s1.acc: 95.1607, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0873, s2.loss_cls: 0.0336, s2.acc: 95.0028, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0411, loss: 1.0091 2022-05-14 09:45:42,169 - mmdet - INFO - Epoch [18][1850/7330] lr: 1.000e-04, eta: 2 days, 8:51:29, time: 1.453, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1696, s0.loss_cls: 0.1526, s0.acc: 94.3813, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1912, s1.loss_cls: 0.0687, s1.acc: 94.9639, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0896, s2.loss_cls: 0.0352, s2.acc: 94.7338, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0422, loss: 1.0497 2022-05-14 09:46:54,436 - mmdet - INFO - Epoch [18][1900/7330] lr: 1.000e-04, eta: 2 days, 8:50:13, time: 1.445, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1633, s0.loss_cls: 0.1561, s0.acc: 94.3994, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1912, s1.loss_cls: 0.0719, s1.acc: 94.8795, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0898, s2.loss_cls: 0.0369, s2.acc: 94.6278, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0425, loss: 1.0489 2022-05-14 09:48:07,178 - mmdet - INFO - Epoch [18][1950/7330] lr: 1.000e-04, eta: 2 days, 8:48:56, time: 1.455, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1480, s0.acc: 94.5508, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1913, s1.loss_cls: 0.0681, s1.acc: 94.9677, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0902, s2.loss_cls: 0.0350, s2.acc: 94.7194, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0423, loss: 1.0298 2022-05-14 09:49:19,431 - mmdet - INFO - Epoch [18][2000/7330] lr: 1.000e-04, eta: 2 days, 8:47:39, time: 1.445, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1549, s0.acc: 94.3306, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1908, s1.loss_cls: 0.0715, s1.acc: 94.7929, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0898, s2.loss_cls: 0.0364, s2.acc: 94.5770, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0424, loss: 1.0528 2022-05-14 09:50:33,513 - mmdet - INFO - Epoch [18][2050/7330] lr: 1.000e-04, eta: 2 days, 8:46:24, time: 1.482, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1546, s0.acc: 94.3264, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1954, s1.loss_cls: 0.0709, s1.acc: 94.7891, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0913, s2.loss_cls: 0.0360, s2.acc: 94.5576, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0430, loss: 1.0569 2022-05-14 09:51:48,317 - mmdet - INFO - Epoch [18][2100/7330] lr: 1.000e-04, eta: 2 days, 8:45:10, time: 1.496, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1709, s0.loss_cls: 0.1401, s0.acc: 94.8506, s0.loss_bbox: 0.0810, s0.loss_mask: 0.1853, s1.loss_cls: 0.0640, s1.acc: 95.2453, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0876, s2.loss_cls: 0.0333, s2.acc: 95.0923, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0413, loss: 0.9966 2022-05-14 09:53:01,896 - mmdet - INFO - Epoch [18][2150/7330] lr: 1.000e-04, eta: 2 days, 8:43:55, time: 1.472, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1621, s0.loss_cls: 0.1515, s0.acc: 94.3999, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1940, s1.loss_cls: 0.0704, s1.acc: 94.8117, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0911, s2.loss_cls: 0.0360, s2.acc: 94.5816, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0430, loss: 1.0443 2022-05-14 09:54:15,635 - mmdet - INFO - Epoch [18][2200/7330] lr: 1.000e-04, eta: 2 days, 8:42:40, time: 1.475, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1676, s0.loss_cls: 0.1565, s0.acc: 94.2607, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1928, s1.loss_cls: 0.0733, s1.acc: 94.6080, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0903, s2.loss_cls: 0.0368, s2.acc: 94.4341, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0423, loss: 1.0633 2022-05-14 09:55:28,851 - mmdet - INFO - Epoch [18][2250/7330] lr: 1.000e-04, eta: 2 days, 8:41:24, time: 1.464, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1606, s0.loss_cls: 0.1480, s0.acc: 94.5322, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1948, s1.loss_cls: 0.0684, s1.acc: 95.0150, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0921, s2.loss_cls: 0.0349, s2.acc: 94.7628, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0434, loss: 1.0351 2022-05-14 09:56:41,809 - mmdet - INFO - Epoch [18][2300/7330] lr: 1.000e-04, eta: 2 days, 8:40:08, time: 1.459, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1519, s0.loss_cls: 0.1540, s0.acc: 94.3799, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1909, s1.loss_cls: 0.0724, s1.acc: 94.7476, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0896, s2.loss_cls: 0.0372, s2.acc: 94.4987, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0425, loss: 1.0378 2022-05-14 09:57:55,265 - mmdet - INFO - Epoch [18][2350/7330] lr: 1.000e-04, eta: 2 days, 8:38:52, time: 1.469, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1441, s0.acc: 94.6738, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1870, s1.loss_cls: 0.0670, s1.acc: 95.1181, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0894, s2.loss_cls: 0.0344, s2.acc: 94.9487, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0424, loss: 1.0083 2022-05-14 09:59:09,251 - mmdet - INFO - Epoch [18][2400/7330] lr: 1.000e-04, eta: 2 days, 8:37:37, time: 1.480, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1658, s0.loss_cls: 0.1438, s0.acc: 94.6167, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1885, s1.loss_cls: 0.0665, s1.acc: 95.0643, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0891, s2.loss_cls: 0.0336, s2.acc: 94.9738, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0421, loss: 1.0183 2022-05-14 10:00:23,198 - mmdet - INFO - Epoch [18][2450/7330] lr: 1.000e-04, eta: 2 days, 8:36:22, time: 1.478, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1639, s0.loss_cls: 0.1494, s0.acc: 94.4771, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1885, s1.loss_cls: 0.0691, s1.acc: 94.9496, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0889, s2.loss_cls: 0.0354, s2.acc: 94.7954, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0420, loss: 1.0267 2022-05-14 10:01:35,885 - mmdet - INFO - Epoch [18][2500/7330] lr: 1.000e-04, eta: 2 days, 8:35:06, time: 1.455, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1602, s0.loss_cls: 0.1468, s0.acc: 94.6077, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1889, s1.loss_cls: 0.0677, s1.acc: 95.0796, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0892, s2.loss_cls: 0.0350, s2.acc: 94.8941, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0421, loss: 1.0121 2022-05-14 10:02:49,189 - mmdet - INFO - Epoch [18][2550/7330] lr: 1.000e-04, eta: 2 days, 8:33:50, time: 1.466, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1643, s0.loss_cls: 0.1541, s0.acc: 94.3147, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1903, s1.loss_cls: 0.0716, s1.acc: 94.7180, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0898, s2.loss_cls: 0.0367, s2.acc: 94.5629, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0425, loss: 1.0435 2022-05-14 10:04:01,795 - mmdet - INFO - Epoch [18][2600/7330] lr: 1.000e-04, eta: 2 days, 8:32:34, time: 1.452, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1573, s0.loss_cls: 0.1501, s0.acc: 94.4470, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1870, s1.loss_cls: 0.0701, s1.acc: 94.8540, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0886, s2.loss_cls: 0.0365, s2.acc: 94.5198, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0421, loss: 1.0229 2022-05-14 10:05:14,965 - mmdet - INFO - Epoch [18][2650/7330] lr: 1.000e-04, eta: 2 days, 8:31:18, time: 1.464, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1692, s0.loss_cls: 0.1461, s0.acc: 94.6858, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1869, s1.loss_cls: 0.0667, s1.acc: 95.1757, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0882, s2.loss_cls: 0.0339, s2.acc: 95.0005, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0417, loss: 1.0176 2022-05-14 10:06:28,790 - mmdet - INFO - Epoch [18][2700/7330] lr: 1.000e-04, eta: 2 days, 8:30:02, time: 1.477, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1483, s0.acc: 94.5984, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1887, s1.loss_cls: 0.0671, s1.acc: 95.1397, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0885, s2.loss_cls: 0.0338, s2.acc: 94.9784, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0419, loss: 1.0229 2022-05-14 10:07:42,080 - mmdet - INFO - Epoch [18][2750/7330] lr: 1.000e-04, eta: 2 days, 8:28:47, time: 1.466, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1614, s0.loss_cls: 0.1504, s0.acc: 94.4583, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1898, s1.loss_cls: 0.0695, s1.acc: 94.9274, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0898, s2.loss_cls: 0.0358, s2.acc: 94.6755, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0421, loss: 1.0272 2022-05-14 10:08:55,729 - mmdet - INFO - Epoch [18][2800/7330] lr: 1.000e-04, eta: 2 days, 8:27:31, time: 1.473, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1717, s0.loss_cls: 0.1560, s0.acc: 94.3999, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1893, s1.loss_cls: 0.0729, s1.acc: 94.8646, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0890, s2.loss_cls: 0.0372, s2.acc: 94.7067, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0419, loss: 1.0552 2022-05-14 10:10:10,180 - mmdet - INFO - Epoch [18][2850/7330] lr: 1.000e-04, eta: 2 days, 8:26:17, time: 1.489, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1611, s0.loss_cls: 0.1470, s0.acc: 94.5532, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1902, s1.loss_cls: 0.0683, s1.acc: 94.9499, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0891, s2.loss_cls: 0.0352, s2.acc: 94.7338, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0428, loss: 1.0255 2022-05-14 10:11:24,248 - mmdet - INFO - Epoch [18][2900/7330] lr: 1.000e-04, eta: 2 days, 8:25:02, time: 1.481, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1702, s0.loss_cls: 0.1554, s0.acc: 94.2812, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1910, s1.loss_cls: 0.0718, s1.acc: 94.7572, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0900, s2.loss_cls: 0.0368, s2.acc: 94.5444, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0423, loss: 1.0597 2022-05-14 10:12:37,164 - mmdet - INFO - Epoch [18][2950/7330] lr: 1.000e-04, eta: 2 days, 8:23:46, time: 1.458, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1672, s0.loss_cls: 0.1561, s0.acc: 94.2356, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1939, s1.loss_cls: 0.0724, s1.acc: 94.6672, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0916, s2.loss_cls: 0.0376, s2.acc: 94.3495, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0432, loss: 1.0660 2022-05-14 10:13:51,230 - mmdet - INFO - Epoch [18][3000/7330] lr: 1.000e-04, eta: 2 days, 8:22:31, time: 1.481, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1655, s0.loss_cls: 0.1535, s0.acc: 94.4292, s0.loss_bbox: 0.0912, s0.loss_mask: 0.1908, s1.loss_cls: 0.0715, s1.acc: 94.8534, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0896, s2.loss_cls: 0.0361, s2.acc: 94.7038, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0420, loss: 1.0479 2022-05-14 10:15:04,831 - mmdet - INFO - Epoch [18][3050/7330] lr: 1.000e-04, eta: 2 days, 8:21:15, time: 1.470, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1614, s0.loss_cls: 0.1511, s0.acc: 94.4629, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1899, s1.loss_cls: 0.0689, s1.acc: 94.9840, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0902, s2.loss_cls: 0.0357, s2.acc: 94.7464, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0426, loss: 1.0362 2022-05-14 10:16:18,329 - mmdet - INFO - Epoch [18][3100/7330] lr: 1.000e-04, eta: 2 days, 8:20:00, time: 1.472, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1527, s0.acc: 94.4119, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1881, s1.loss_cls: 0.0701, s1.acc: 94.9608, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0882, s2.loss_cls: 0.0355, s2.acc: 94.7288, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0415, loss: 1.0320 2022-05-14 10:17:32,100 - mmdet - INFO - Epoch [18][3150/7330] lr: 1.000e-04, eta: 2 days, 8:18:45, time: 1.475, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0297, loss_semantic_seg: 0.1592, s0.loss_cls: 0.1545, s0.acc: 94.3135, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1912, s1.loss_cls: 0.0718, s1.acc: 94.7229, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0905, s2.loss_cls: 0.0371, s2.acc: 94.4319, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0423, loss: 1.0575 2022-05-14 10:18:46,771 - mmdet - INFO - Epoch [18][3200/7330] lr: 1.000e-04, eta: 2 days, 8:17:31, time: 1.493, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1488, s0.acc: 94.5894, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1885, s1.loss_cls: 0.0674, s1.acc: 95.1896, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0887, s2.loss_cls: 0.0349, s2.acc: 94.8338, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0418, loss: 1.0222 2022-05-14 10:20:01,027 - mmdet - INFO - Epoch [18][3250/7330] lr: 1.000e-04, eta: 2 days, 8:16:16, time: 1.485, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1546, s0.acc: 94.4163, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1902, s1.loss_cls: 0.0711, s1.acc: 94.9083, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0897, s2.loss_cls: 0.0361, s2.acc: 94.7829, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0426, loss: 1.0403 2022-05-14 10:21:15,055 - mmdet - INFO - Epoch [18][3300/7330] lr: 1.000e-04, eta: 2 days, 8:15:01, time: 1.481, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1547, s0.acc: 94.3459, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1921, s1.loss_cls: 0.0702, s1.acc: 94.9762, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0904, s2.loss_cls: 0.0359, s2.acc: 94.8338, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0430, loss: 1.0435 2022-05-14 10:22:28,840 - mmdet - INFO - Epoch [18][3350/7330] lr: 1.000e-04, eta: 2 days, 8:13:46, time: 1.476, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1483, s0.acc: 94.5359, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1904, s1.loss_cls: 0.0683, s1.acc: 95.0656, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0910, s2.loss_cls: 0.0345, s2.acc: 94.8186, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0430, loss: 1.0319 2022-05-14 10:23:42,994 - mmdet - INFO - Epoch [18][3400/7330] lr: 1.000e-04, eta: 2 days, 8:12:31, time: 1.483, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1539, s0.acc: 94.2969, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1895, s1.loss_cls: 0.0716, s1.acc: 94.7196, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0895, s2.loss_cls: 0.0363, s2.acc: 94.5641, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0421, loss: 1.0475 2022-05-14 10:24:57,758 - mmdet - INFO - Epoch [18][3450/7330] lr: 1.000e-04, eta: 2 days, 8:11:17, time: 1.495, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1548, s0.acc: 94.3940, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1924, s1.loss_cls: 0.0731, s1.acc: 94.6982, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0906, s2.loss_cls: 0.0371, s2.acc: 94.4217, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0431, loss: 1.0550 2022-05-14 10:26:11,864 - mmdet - INFO - Epoch [18][3500/7330] lr: 1.000e-04, eta: 2 days, 8:10:02, time: 1.480, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1615, s0.loss_cls: 0.1542, s0.acc: 94.3491, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1935, s1.loss_cls: 0.0714, s1.acc: 94.7745, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0902, s2.loss_cls: 0.0365, s2.acc: 94.5717, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0424, loss: 1.0472 2022-05-14 10:27:25,812 - mmdet - INFO - Epoch [18][3550/7330] lr: 1.000e-04, eta: 2 days, 8:08:47, time: 1.481, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1504, s0.acc: 94.5381, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1907, s1.loss_cls: 0.0695, s1.acc: 94.9547, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0903, s2.loss_cls: 0.0354, s2.acc: 94.6843, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0424, loss: 1.0431 2022-05-14 10:28:40,349 - mmdet - INFO - Epoch [18][3600/7330] lr: 1.000e-04, eta: 2 days, 8:07:33, time: 1.491, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1589, s0.loss_cls: 0.1514, s0.acc: 94.5522, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1965, s1.loss_cls: 0.0684, s1.acc: 95.0512, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0935, s2.loss_cls: 0.0346, s2.acc: 94.9216, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0444, loss: 1.0477 2022-05-14 10:29:54,314 - mmdet - INFO - Epoch [18][3650/7330] lr: 1.000e-04, eta: 2 days, 8:06:18, time: 1.479, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1617, s0.loss_cls: 0.1524, s0.acc: 94.4421, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1907, s1.loss_cls: 0.0703, s1.acc: 94.8442, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0893, s2.loss_cls: 0.0355, s2.acc: 94.6621, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0420, loss: 1.0392 2022-05-14 10:31:08,574 - mmdet - INFO - Epoch [18][3700/7330] lr: 1.000e-04, eta: 2 days, 8:05:03, time: 1.485, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1516, s0.acc: 94.3831, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1900, s1.loss_cls: 0.0697, s1.acc: 94.8697, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0898, s2.loss_cls: 0.0355, s2.acc: 94.6464, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0426, loss: 1.0401 2022-05-14 10:32:23,060 - mmdet - INFO - Epoch [18][3750/7330] lr: 1.000e-04, eta: 2 days, 8:03:49, time: 1.489, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1722, s0.loss_cls: 0.1567, s0.acc: 94.3025, s0.loss_bbox: 0.0931, s0.loss_mask: 0.1964, s1.loss_cls: 0.0706, s1.acc: 94.8647, s1.loss_bbox: 0.1014, s1.loss_mask: 0.0924, s2.loss_cls: 0.0364, s2.acc: 94.5464, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0434, loss: 1.0729 2022-05-14 10:33:37,232 - mmdet - INFO - Epoch [18][3800/7330] lr: 1.000e-04, eta: 2 days, 8:02:34, time: 1.484, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1574, s0.loss_cls: 0.1568, s0.acc: 94.1802, s0.loss_bbox: 0.0926, s0.loss_mask: 0.1925, s1.loss_cls: 0.0732, s1.acc: 94.6293, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0905, s2.loss_cls: 0.0379, s2.acc: 94.3137, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0427, loss: 1.0615 2022-05-14 10:34:51,215 - mmdet - INFO - Epoch [18][3850/7330] lr: 1.000e-04, eta: 2 days, 8:01:19, time: 1.480, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1460, s0.acc: 94.6638, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1867, s1.loss_cls: 0.0667, s1.acc: 95.1016, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0878, s2.loss_cls: 0.0340, s2.acc: 94.9588, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0412, loss: 1.0233 2022-05-14 10:36:05,053 - mmdet - INFO - Epoch [18][3900/7330] lr: 1.000e-04, eta: 2 days, 8:00:04, time: 1.476, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1427, s0.acc: 94.6611, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1922, s1.loss_cls: 0.0671, s1.acc: 95.0534, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0906, s2.loss_cls: 0.0343, s2.acc: 94.7846, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0425, loss: 1.0235 2022-05-14 10:37:18,282 - mmdet - INFO - Epoch [18][3950/7330] lr: 1.000e-04, eta: 2 days, 7:58:48, time: 1.465, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1565, s0.acc: 94.2603, s0.loss_bbox: 0.0910, s0.loss_mask: 0.2000, s1.loss_cls: 0.0738, s1.acc: 94.7068, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0944, s2.loss_cls: 0.0377, s2.acc: 94.5094, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0447, loss: 1.0804 2022-05-14 10:38:32,409 - mmdet - INFO - Epoch [18][4000/7330] lr: 1.000e-04, eta: 2 days, 7:57:33, time: 1.483, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1647, s0.loss_cls: 0.1599, s0.acc: 94.1299, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1947, s1.loss_cls: 0.0749, s1.acc: 94.5363, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0911, s2.loss_cls: 0.0385, s2.acc: 94.3778, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0425, loss: 1.0696 2022-05-14 10:39:46,280 - mmdet - INFO - Epoch [18][4050/7330] lr: 1.000e-04, eta: 2 days, 7:56:18, time: 1.478, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1650, s0.loss_cls: 0.1499, s0.acc: 94.3665, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1913, s1.loss_cls: 0.0684, s1.acc: 94.9676, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0900, s2.loss_cls: 0.0351, s2.acc: 94.6600, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0423, loss: 1.0419 2022-05-14 10:41:00,414 - mmdet - INFO - Epoch [18][4100/7330] lr: 1.000e-04, eta: 2 days, 7:55:03, time: 1.482, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1569, s0.loss_cls: 0.1494, s0.acc: 94.5405, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1889, s1.loss_cls: 0.0695, s1.acc: 94.9782, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0896, s2.loss_cls: 0.0350, s2.acc: 94.8474, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0426, loss: 1.0207 2022-05-14 10:42:14,113 - mmdet - INFO - Epoch [18][4150/7330] lr: 1.000e-04, eta: 2 days, 7:53:48, time: 1.474, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1656, s0.loss_cls: 0.1522, s0.acc: 94.3965, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1852, s1.loss_cls: 0.0688, s1.acc: 94.8792, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0879, s2.loss_cls: 0.0345, s2.acc: 94.7510, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0414, loss: 1.0318 2022-05-14 10:43:27,839 - mmdet - INFO - Epoch [18][4200/7330] lr: 1.000e-04, eta: 2 days, 7:52:33, time: 1.474, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1692, s0.loss_cls: 0.1605, s0.acc: 93.9956, s0.loss_bbox: 0.0914, s0.loss_mask: 0.1945, s1.loss_cls: 0.0736, s1.acc: 94.5343, s1.loss_bbox: 0.1033, s1.loss_mask: 0.0917, s2.loss_cls: 0.0369, s2.acc: 94.3167, s2.loss_bbox: 0.0670, s2.loss_mask: 0.0431, loss: 1.0783 2022-05-14 10:44:40,838 - mmdet - INFO - Epoch [18][4250/7330] lr: 1.000e-04, eta: 2 days, 7:51:17, time: 1.460, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1622, s0.loss_cls: 0.1551, s0.acc: 94.2524, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1862, s1.loss_cls: 0.0715, s1.acc: 94.7547, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0878, s2.loss_cls: 0.0364, s2.acc: 94.5971, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0415, loss: 1.0277 2022-05-14 10:45:54,542 - mmdet - INFO - Epoch [18][4300/7330] lr: 1.000e-04, eta: 2 days, 7:50:01, time: 1.474, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1650, s0.loss_cls: 0.1512, s0.acc: 94.4202, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1865, s1.loss_cls: 0.0713, s1.acc: 94.7392, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0877, s2.loss_cls: 0.0359, s2.acc: 94.5356, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0415, loss: 1.0307 2022-05-14 10:47:08,316 - mmdet - INFO - Epoch [18][4350/7330] lr: 1.000e-04, eta: 2 days, 7:48:46, time: 1.475, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1551, s0.acc: 94.3616, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1809, s1.loss_cls: 0.0715, s1.acc: 94.8257, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0849, s2.loss_cls: 0.0360, s2.acc: 94.6725, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0403, loss: 1.0160 2022-05-14 10:48:21,490 - mmdet - INFO - Epoch [18][4400/7330] lr: 1.000e-04, eta: 2 days, 7:47:30, time: 1.464, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1626, s0.loss_cls: 0.1485, s0.acc: 94.6287, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1815, s1.loss_cls: 0.0673, s1.acc: 95.1499, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0852, s2.loss_cls: 0.0340, s2.acc: 94.9991, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0399, loss: 0.9995 2022-05-14 10:49:35,154 - mmdet - INFO - Epoch [18][4450/7330] lr: 1.000e-04, eta: 2 days, 7:46:15, time: 1.471, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1622, s0.loss_cls: 0.1534, s0.acc: 94.3699, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1890, s1.loss_cls: 0.0708, s1.acc: 94.8630, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0898, s2.loss_cls: 0.0357, s2.acc: 94.6997, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0420, loss: 1.0409 2022-05-14 10:50:49,004 - mmdet - INFO - Epoch [18][4500/7330] lr: 1.000e-04, eta: 2 days, 7:45:00, time: 1.479, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1712, s0.loss_cls: 0.1506, s0.acc: 94.3926, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1887, s1.loss_cls: 0.0684, s1.acc: 94.9460, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0892, s2.loss_cls: 0.0356, s2.acc: 94.6863, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0422, loss: 1.0398 2022-05-14 10:52:03,071 - mmdet - INFO - Epoch [18][4550/7330] lr: 1.000e-04, eta: 2 days, 7:43:45, time: 1.481, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1602, s0.loss_cls: 0.1539, s0.acc: 94.3137, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1889, s1.loss_cls: 0.0701, s1.acc: 94.8518, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0884, s2.loss_cls: 0.0356, s2.acc: 94.7346, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0416, loss: 1.0312 2022-05-14 10:53:16,388 - mmdet - INFO - Epoch [18][4600/7330] lr: 1.000e-04, eta: 2 days, 7:42:30, time: 1.466, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1641, s0.loss_cls: 0.1498, s0.acc: 94.5273, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1904, s1.loss_cls: 0.0697, s1.acc: 94.9010, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0896, s2.loss_cls: 0.0360, s2.acc: 94.6821, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0422, loss: 1.0314 2022-05-14 10:54:29,650 - mmdet - INFO - Epoch [18][4650/7330] lr: 1.000e-04, eta: 2 days, 7:41:14, time: 1.465, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1674, s0.loss_cls: 0.1409, s0.acc: 94.8438, s0.loss_bbox: 0.0827, s0.loss_mask: 0.1889, s1.loss_cls: 0.0652, s1.acc: 95.2179, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0894, s2.loss_cls: 0.0335, s2.acc: 95.0065, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0422, loss: 1.0117 2022-05-14 10:55:42,260 - mmdet - INFO - Epoch [18][4700/7330] lr: 1.000e-04, eta: 2 days, 7:39:57, time: 1.453, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1662, s0.loss_cls: 0.1523, s0.acc: 94.3718, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1934, s1.loss_cls: 0.0719, s1.acc: 94.7957, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0909, s2.loss_cls: 0.0365, s2.acc: 94.6799, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0422, loss: 1.0538 2022-05-14 10:56:56,041 - mmdet - INFO - Epoch [18][4750/7330] lr: 1.000e-04, eta: 2 days, 7:38:42, time: 1.476, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1722, s0.loss_cls: 0.1494, s0.acc: 94.5676, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1971, s1.loss_cls: 0.0701, s1.acc: 94.8939, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0931, s2.loss_cls: 0.0355, s2.acc: 94.7500, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0439, loss: 1.0497 2022-05-14 10:58:10,259 - mmdet - INFO - Epoch [18][4800/7330] lr: 1.000e-04, eta: 2 days, 7:37:28, time: 1.484, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0294, loss_semantic_seg: 0.1674, s0.loss_cls: 0.1575, s0.acc: 94.2307, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1923, s1.loss_cls: 0.0721, s1.acc: 94.7680, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0908, s2.loss_cls: 0.0366, s2.acc: 94.5358, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0427, loss: 1.0683 2022-05-14 10:59:24,633 - mmdet - INFO - Epoch [18][4850/7330] lr: 1.000e-04, eta: 2 days, 7:36:13, time: 1.488, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1560, s0.acc: 94.2424, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1869, s1.loss_cls: 0.0714, s1.acc: 94.7138, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0882, s2.loss_cls: 0.0368, s2.acc: 94.3953, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0416, loss: 1.0404 2022-05-14 11:00:38,352 - mmdet - INFO - Epoch [18][4900/7330] lr: 1.000e-04, eta: 2 days, 7:34:58, time: 1.474, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1633, s0.loss_cls: 0.1551, s0.acc: 94.3481, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1930, s1.loss_cls: 0.0708, s1.acc: 94.7708, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0911, s2.loss_cls: 0.0362, s2.acc: 94.5600, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0433, loss: 1.0544 2022-05-14 11:01:52,868 - mmdet - INFO - Epoch [18][4950/7330] lr: 1.000e-04, eta: 2 days, 7:33:43, time: 1.490, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1566, s0.acc: 94.2559, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1879, s1.loss_cls: 0.0720, s1.acc: 94.7023, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0885, s2.loss_cls: 0.0363, s2.acc: 94.6236, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0419, loss: 1.0410 2022-05-14 11:03:05,780 - mmdet - INFO - Epoch [18][5000/7330] lr: 1.000e-04, eta: 2 days, 7:32:27, time: 1.458, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1626, s0.loss_cls: 0.1568, s0.acc: 94.1523, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1923, s1.loss_cls: 0.0722, s1.acc: 94.6955, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0898, s2.loss_cls: 0.0366, s2.acc: 94.4985, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0425, loss: 1.0565 2022-05-14 11:04:19,645 - mmdet - INFO - Epoch [18][5050/7330] lr: 1.000e-04, eta: 2 days, 7:31:12, time: 1.478, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1637, s0.loss_cls: 0.1563, s0.acc: 94.2683, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1915, s1.loss_cls: 0.0728, s1.acc: 94.7229, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0899, s2.loss_cls: 0.0376, s2.acc: 94.4420, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0425, loss: 1.0551 2022-05-14 11:05:33,455 - mmdet - INFO - Epoch [18][5100/7330] lr: 1.000e-04, eta: 2 days, 7:29:57, time: 1.476, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1650, s0.loss_cls: 0.1527, s0.acc: 94.3513, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1909, s1.loss_cls: 0.0702, s1.acc: 94.7650, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0904, s2.loss_cls: 0.0360, s2.acc: 94.5870, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0427, loss: 1.0486 2022-05-14 11:06:45,838 - mmdet - INFO - Epoch [18][5150/7330] lr: 1.000e-04, eta: 2 days, 7:28:41, time: 1.448, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1615, s0.loss_cls: 0.1461, s0.acc: 94.6855, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1855, s1.loss_cls: 0.0674, s1.acc: 95.1511, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0881, s2.loss_cls: 0.0345, s2.acc: 94.9707, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0418, loss: 1.0180 2022-05-14 11:07:59,912 - mmdet - INFO - Epoch [18][5200/7330] lr: 1.000e-04, eta: 2 days, 7:27:26, time: 1.482, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1621, s0.loss_cls: 0.1444, s0.acc: 94.6772, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1879, s1.loss_cls: 0.0678, s1.acc: 95.0419, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0890, s2.loss_cls: 0.0343, s2.acc: 94.8106, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0423, loss: 1.0133 2022-05-14 11:09:13,844 - mmdet - INFO - Epoch [18][5250/7330] lr: 1.000e-04, eta: 2 days, 7:26:11, time: 1.479, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1629, s0.loss_cls: 0.1531, s0.acc: 94.4187, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1897, s1.loss_cls: 0.0707, s1.acc: 94.9668, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0900, s2.loss_cls: 0.0368, s2.acc: 94.6392, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0425, loss: 1.0402 2022-05-14 11:10:29,031 - mmdet - INFO - Epoch [18][5300/7330] lr: 1.000e-04, eta: 2 days, 7:24:57, time: 1.502, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1637, s0.loss_cls: 0.1552, s0.acc: 94.1990, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1958, s1.loss_cls: 0.0706, s1.acc: 94.7827, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0921, s2.loss_cls: 0.0358, s2.acc: 94.7096, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0437, loss: 1.0592 2022-05-14 11:11:41,912 - mmdet - INFO - Epoch [18][5350/7330] lr: 1.000e-04, eta: 2 days, 7:23:41, time: 1.459, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1628, s0.loss_cls: 0.1455, s0.acc: 94.6545, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1906, s1.loss_cls: 0.0676, s1.acc: 95.1208, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0911, s2.loss_cls: 0.0353, s2.acc: 94.7816, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0427, loss: 1.0176 2022-05-14 11:12:56,415 - mmdet - INFO - Epoch [18][5400/7330] lr: 1.000e-04, eta: 2 days, 7:22:27, time: 1.490, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1475, s0.acc: 94.5127, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1917, s1.loss_cls: 0.0680, s1.acc: 94.9660, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0896, s2.loss_cls: 0.0346, s2.acc: 94.7293, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0423, loss: 1.0341 2022-05-14 11:14:09,021 - mmdet - INFO - Epoch [18][5450/7330] lr: 1.000e-04, eta: 2 days, 7:21:10, time: 1.452, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1534, s0.acc: 94.4390, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1872, s1.loss_cls: 0.0711, s1.acc: 94.8811, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0885, s2.loss_cls: 0.0365, s2.acc: 94.6100, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0418, loss: 1.0257 2022-05-14 11:15:23,557 - mmdet - INFO - Epoch [18][5500/7330] lr: 1.000e-04, eta: 2 days, 7:19:56, time: 1.491, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1715, s0.loss_cls: 0.1543, s0.acc: 94.3379, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1923, s1.loss_cls: 0.0703, s1.acc: 94.7532, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0907, s2.loss_cls: 0.0352, s2.acc: 94.6629, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0427, loss: 1.0512 2022-05-14 11:16:35,712 - mmdet - INFO - Epoch [18][5550/7330] lr: 1.000e-04, eta: 2 days, 7:18:39, time: 1.442, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1435, s0.acc: 94.6943, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1844, s1.loss_cls: 0.0658, s1.acc: 95.1383, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0871, s2.loss_cls: 0.0332, s2.acc: 95.1114, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0412, loss: 0.9970 2022-05-14 11:17:47,673 - mmdet - INFO - Epoch [18][5600/7330] lr: 1.000e-04, eta: 2 days, 7:17:22, time: 1.440, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1505, s0.acc: 94.4927, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1905, s1.loss_cls: 0.0699, s1.acc: 94.8827, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0899, s2.loss_cls: 0.0348, s2.acc: 94.9038, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0425, loss: 1.0371 2022-05-14 11:19:01,144 - mmdet - INFO - Epoch [18][5650/7330] lr: 1.000e-04, eta: 2 days, 7:16:06, time: 1.469, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1467, s0.acc: 94.6484, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1857, s1.loss_cls: 0.0674, s1.acc: 95.1130, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0873, s2.loss_cls: 0.0342, s2.acc: 94.9859, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0411, loss: 1.0089 2022-05-14 11:20:14,836 - mmdet - INFO - Epoch [18][5700/7330] lr: 1.000e-04, eta: 2 days, 7:14:51, time: 1.474, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1677, s0.loss_cls: 0.1464, s0.acc: 94.6038, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1851, s1.loss_cls: 0.0664, s1.acc: 95.1868, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0879, s2.loss_cls: 0.0338, s2.acc: 95.0714, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0418, loss: 1.0126 2022-05-14 11:21:28,703 - mmdet - INFO - Epoch [18][5750/7330] lr: 1.000e-04, eta: 2 days, 7:13:36, time: 1.477, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1683, s0.loss_cls: 0.1538, s0.acc: 94.3342, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1911, s1.loss_cls: 0.0720, s1.acc: 94.7579, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0893, s2.loss_cls: 0.0370, s2.acc: 94.5193, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0422, loss: 1.0594 2022-05-14 11:22:42,189 - mmdet - INFO - Epoch [18][5800/7330] lr: 1.000e-04, eta: 2 days, 7:12:21, time: 1.470, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1692, s0.loss_cls: 0.1540, s0.acc: 94.5808, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1959, s1.loss_cls: 0.0711, s1.acc: 94.8394, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0922, s2.loss_cls: 0.0367, s2.acc: 94.6602, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0432, loss: 1.0449 2022-05-14 11:23:55,438 - mmdet - INFO - Epoch [18][5850/7330] lr: 1.000e-04, eta: 2 days, 7:11:05, time: 1.465, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1687, s0.loss_cls: 0.1507, s0.acc: 94.5312, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1903, s1.loss_cls: 0.0695, s1.acc: 94.9473, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0893, s2.loss_cls: 0.0357, s2.acc: 94.7302, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0422, loss: 1.0256 2022-05-14 11:25:08,924 - mmdet - INFO - Epoch [18][5900/7330] lr: 1.000e-04, eta: 2 days, 7:09:50, time: 1.470, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1602, s0.loss_cls: 0.1439, s0.acc: 94.5637, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1855, s1.loss_cls: 0.0661, s1.acc: 95.1119, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0879, s2.loss_cls: 0.0338, s2.acc: 94.8778, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0418, loss: 0.9993 2022-05-14 11:26:22,917 - mmdet - INFO - Epoch [18][5950/7330] lr: 1.000e-04, eta: 2 days, 7:08:35, time: 1.480, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1491, s0.acc: 94.6497, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1903, s1.loss_cls: 0.0700, s1.acc: 95.0068, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0902, s2.loss_cls: 0.0353, s2.acc: 94.7997, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0429, loss: 1.0307 2022-05-14 11:27:35,563 - mmdet - INFO - Epoch [18][6000/7330] lr: 1.000e-04, eta: 2 days, 7:07:18, time: 1.453, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1424, s0.acc: 94.8396, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1908, s1.loss_cls: 0.0652, s1.acc: 95.2435, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0899, s2.loss_cls: 0.0335, s2.acc: 95.0647, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0425, loss: 1.0105 2022-05-14 11:28:48,428 - mmdet - INFO - Epoch [18][6050/7330] lr: 1.000e-04, eta: 2 days, 7:06:02, time: 1.457, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1453, s0.acc: 94.6760, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1884, s1.loss_cls: 0.0671, s1.acc: 95.1046, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0893, s2.loss_cls: 0.0349, s2.acc: 94.8024, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0424, loss: 1.0216 2022-05-14 11:30:01,557 - mmdet - INFO - Epoch [18][6100/7330] lr: 1.000e-04, eta: 2 days, 7:04:47, time: 1.462, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1649, s0.loss_cls: 0.1577, s0.acc: 94.2566, s0.loss_bbox: 0.0919, s0.loss_mask: 0.2000, s1.loss_cls: 0.0723, s1.acc: 94.8289, s1.loss_bbox: 0.1018, s1.loss_mask: 0.0941, s2.loss_cls: 0.0365, s2.acc: 94.7216, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0446, loss: 1.0775 2022-05-14 11:31:16,011 - mmdet - INFO - Epoch [18][6150/7330] lr: 1.000e-04, eta: 2 days, 7:03:32, time: 1.489, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1532, s0.acc: 94.3579, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1899, s1.loss_cls: 0.0714, s1.acc: 94.8299, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0898, s2.loss_cls: 0.0359, s2.acc: 94.6924, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0424, loss: 1.0441 2022-05-14 11:32:29,262 - mmdet - INFO - Epoch [18][6200/7330] lr: 1.000e-04, eta: 2 days, 7:02:16, time: 1.465, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1517, s0.acc: 94.4612, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1884, s1.loss_cls: 0.0693, s1.acc: 94.9317, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0896, s2.loss_cls: 0.0357, s2.acc: 94.7671, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0425, loss: 1.0428 2022-05-14 11:33:42,542 - mmdet - INFO - Epoch [18][6250/7330] lr: 1.000e-04, eta: 2 days, 7:01:01, time: 1.465, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1477, s0.acc: 94.5791, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1884, s1.loss_cls: 0.0685, s1.acc: 94.9927, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0889, s2.loss_cls: 0.0354, s2.acc: 94.7201, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0420, loss: 1.0362 2022-05-14 11:34:55,395 - mmdet - INFO - Epoch [18][6300/7330] lr: 1.000e-04, eta: 2 days, 6:59:45, time: 1.457, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1456, s0.acc: 94.6663, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1889, s1.loss_cls: 0.0667, s1.acc: 95.1213, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0891, s2.loss_cls: 0.0347, s2.acc: 94.8648, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0421, loss: 1.0219 2022-05-14 11:36:09,092 - mmdet - INFO - Epoch [18][6350/7330] lr: 1.000e-04, eta: 2 days, 6:58:30, time: 1.474, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1466, s0.acc: 94.5688, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1888, s1.loss_cls: 0.0663, s1.acc: 95.1391, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0894, s2.loss_cls: 0.0345, s2.acc: 94.8182, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0422, loss: 1.0277 2022-05-14 11:37:22,549 - mmdet - INFO - Epoch [18][6400/7330] lr: 1.000e-04, eta: 2 days, 6:57:14, time: 1.469, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1669, s0.loss_cls: 0.1459, s0.acc: 94.6775, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1896, s1.loss_cls: 0.0671, s1.acc: 95.1983, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0891, s2.loss_cls: 0.0346, s2.acc: 94.9548, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0419, loss: 1.0290 2022-05-14 11:38:35,759 - mmdet - INFO - Epoch [18][6450/7330] lr: 1.000e-04, eta: 2 days, 6:55:58, time: 1.464, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1695, s0.loss_cls: 0.1414, s0.acc: 94.7080, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1910, s1.loss_cls: 0.0654, s1.acc: 95.0936, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0901, s2.loss_cls: 0.0332, s2.acc: 94.9133, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0427, loss: 1.0175 2022-05-14 11:39:49,293 - mmdet - INFO - Epoch [18][6500/7330] lr: 1.000e-04, eta: 2 days, 6:54:43, time: 1.471, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1377, s0.acc: 94.9199, s0.loss_bbox: 0.0805, s0.loss_mask: 0.1840, s1.loss_cls: 0.0622, s1.acc: 95.4185, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0871, s2.loss_cls: 0.0317, s2.acc: 95.2962, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0409, loss: 0.9732 2022-05-14 11:41:02,461 - mmdet - INFO - Epoch [18][6550/7330] lr: 1.000e-04, eta: 2 days, 6:53:27, time: 1.463, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1621, s0.loss_cls: 0.1440, s0.acc: 94.7090, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1925, s1.loss_cls: 0.0651, s1.acc: 95.2742, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0905, s2.loss_cls: 0.0332, s2.acc: 95.1095, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0425, loss: 1.0188 2022-05-14 11:42:16,420 - mmdet - INFO - Epoch [18][6600/7330] lr: 1.000e-04, eta: 2 days, 6:52:12, time: 1.479, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1460, s0.acc: 94.6362, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1953, s1.loss_cls: 0.0673, s1.acc: 95.0934, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0915, s2.loss_cls: 0.0343, s2.acc: 94.9159, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0432, loss: 1.0297 2022-05-14 11:43:30,486 - mmdet - INFO - Epoch [18][6650/7330] lr: 1.000e-04, eta: 2 days, 6:50:58, time: 1.481, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1515, s0.acc: 94.3972, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1922, s1.loss_cls: 0.0695, s1.acc: 94.9268, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0905, s2.loss_cls: 0.0349, s2.acc: 94.6951, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0428, loss: 1.0372 2022-05-14 11:44:43,846 - mmdet - INFO - Epoch [18][6700/7330] lr: 1.000e-04, eta: 2 days, 6:49:42, time: 1.467, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1546, s0.acc: 94.3284, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1972, s1.loss_cls: 0.0723, s1.acc: 94.7875, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0934, s2.loss_cls: 0.0368, s2.acc: 94.6607, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0441, loss: 1.0614 2022-05-14 11:45:57,366 - mmdet - INFO - Epoch [18][6750/7330] lr: 1.000e-04, eta: 2 days, 6:48:27, time: 1.470, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1585, s0.acc: 94.2471, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1915, s1.loss_cls: 0.0730, s1.acc: 94.7600, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0901, s2.loss_cls: 0.0370, s2.acc: 94.5793, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0422, loss: 1.0483 2022-05-14 11:47:11,194 - mmdet - INFO - Epoch [18][6800/7330] lr: 1.000e-04, eta: 2 days, 6:47:12, time: 1.477, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1583, s0.loss_cls: 0.1505, s0.acc: 94.5867, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1840, s1.loss_cls: 0.0700, s1.acc: 94.9607, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0865, s2.loss_cls: 0.0358, s2.acc: 94.8525, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0406, loss: 1.0153 2022-05-14 11:48:24,551 - mmdet - INFO - Epoch [18][6850/7330] lr: 1.000e-04, eta: 2 days, 6:45:56, time: 1.467, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1638, s0.loss_cls: 0.1550, s0.acc: 94.3469, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1884, s1.loss_cls: 0.0716, s1.acc: 94.7805, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0887, s2.loss_cls: 0.0366, s2.acc: 94.5155, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0416, loss: 1.0370 2022-05-14 11:49:38,447 - mmdet - INFO - Epoch [18][6900/7330] lr: 1.000e-04, eta: 2 days, 6:44:41, time: 1.478, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1787, s0.loss_cls: 0.1583, s0.acc: 94.2629, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1966, s1.loss_cls: 0.0738, s1.acc: 94.6639, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0928, s2.loss_cls: 0.0374, s2.acc: 94.4981, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0439, loss: 1.0832 2022-05-14 11:50:51,246 - mmdet - INFO - Epoch [18][6950/7330] lr: 1.000e-04, eta: 2 days, 6:43:25, time: 1.456, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1669, s0.loss_cls: 0.1454, s0.acc: 94.6450, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1934, s1.loss_cls: 0.0671, s1.acc: 95.0585, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0913, s2.loss_cls: 0.0339, s2.acc: 94.8024, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0430, loss: 1.0325 2022-05-14 11:52:04,456 - mmdet - INFO - Epoch [18][7000/7330] lr: 1.000e-04, eta: 2 days, 6:42:09, time: 1.464, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1720, s0.loss_cls: 0.1556, s0.acc: 94.3274, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1879, s1.loss_cls: 0.0715, s1.acc: 94.7657, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0885, s2.loss_cls: 0.0370, s2.acc: 94.4502, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0416, loss: 1.0461 2022-05-14 11:53:17,964 - mmdet - INFO - Epoch [18][7050/7330] lr: 1.000e-04, eta: 2 days, 6:40:54, time: 1.470, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1515, s0.acc: 94.4631, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1885, s1.loss_cls: 0.0696, s1.acc: 94.9197, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0884, s2.loss_cls: 0.0351, s2.acc: 94.8732, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0415, loss: 1.0188 2022-05-14 11:54:31,770 - mmdet - INFO - Epoch [18][7100/7330] lr: 1.000e-04, eta: 2 days, 6:39:39, time: 1.476, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1647, s0.loss_cls: 0.1428, s0.acc: 94.7219, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1834, s1.loss_cls: 0.0676, s1.acc: 95.0439, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0862, s2.loss_cls: 0.0344, s2.acc: 94.7431, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0409, loss: 0.9997 2022-05-14 11:55:44,259 - mmdet - INFO - Epoch [18][7150/7330] lr: 1.000e-04, eta: 2 days, 6:38:22, time: 1.449, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1709, s0.loss_cls: 0.1426, s0.acc: 94.7461, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1824, s1.loss_cls: 0.0657, s1.acc: 95.2323, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0856, s2.loss_cls: 0.0334, s2.acc: 95.0035, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0406, loss: 1.0032 2022-05-14 11:56:56,745 - mmdet - INFO - Epoch [18][7200/7330] lr: 1.000e-04, eta: 2 days, 6:37:06, time: 1.450, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1603, s0.loss_cls: 0.1379, s0.acc: 94.9956, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1852, s1.loss_cls: 0.0634, s1.acc: 95.4309, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0868, s2.loss_cls: 0.0325, s2.acc: 95.1858, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0408, loss: 0.9825 2022-05-14 11:58:09,987 - mmdet - INFO - Epoch [18][7250/7330] lr: 1.000e-04, eta: 2 days, 6:35:50, time: 1.465, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1479, s0.acc: 94.5833, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1880, s1.loss_cls: 0.0691, s1.acc: 94.9081, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0877, s2.loss_cls: 0.0358, s2.acc: 94.6942, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0414, loss: 1.0171 2022-05-14 11:59:22,566 - mmdet - INFO - Epoch [18][7300/7330] lr: 1.000e-04, eta: 2 days, 6:34:34, time: 1.452, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1535, s0.acc: 94.4761, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1931, s1.loss_cls: 0.0703, s1.acc: 94.9228, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0909, s2.loss_cls: 0.0356, s2.acc: 94.7141, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0431, loss: 1.0522 2022-05-14 12:00:27,633 - mmdet - INFO - Saving checkpoint at 18 epochs 2022-05-14 12:05:19,835 - mmdet - INFO - Evaluating bbox... 2022-05-14 12:06:03,591 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.560 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.748 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.620 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.414 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.599 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.688 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.726 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.726 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.726 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.577 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.763 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.858 2022-05-14 12:06:03,594 - mmdet - INFO - Evaluating segm... 2022-05-14 12:06:56,040 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.487 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.727 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.536 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.301 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.520 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 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.630 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 ] = 0.665 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.774 2022-05-14 12:06:56,936 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 12:06:56,939 - mmdet - INFO - Epoch(val) [18][313] bbox_mAP: 0.5600, bbox_mAP_50: 0.7480, bbox_mAP_75: 0.6200, bbox_mAP_s: 0.4140, bbox_mAP_m: 0.5990, bbox_mAP_l: 0.6880, bbox_mAP_copypaste: 0.560 0.748 0.620 0.414 0.599 0.688, segm_mAP: 0.4870, segm_mAP_50: 0.7270, segm_mAP_75: 0.5360, segm_mAP_s: 0.3010, segm_mAP_m: 0.5200, segm_mAP_l: 0.6690, segm_mAP_copypaste: 0.487 0.727 0.536 0.301 0.520 0.669 2022-05-14 12:12:36,900 - mmdet - INFO - Epoch [19][50/7330] lr: 1.000e-04, eta: 2 days, 6:36:16, time: 6.798, data_time: 5.327, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1581, s0.loss_cls: 0.1523, s0.acc: 94.3901, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1935, s1.loss_cls: 0.0699, s1.acc: 94.8595, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0907, s2.loss_cls: 0.0353, s2.acc: 94.5937, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0427, loss: 1.0411 2022-05-14 12:13:49,439 - mmdet - INFO - Epoch [19][100/7330] lr: 1.000e-04, eta: 2 days, 6:34:59, time: 1.451, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1560, s0.loss_cls: 0.1397, s0.acc: 94.7764, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1861, s1.loss_cls: 0.0643, s1.acc: 95.2493, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0874, s2.loss_cls: 0.0330, s2.acc: 94.9634, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0413, loss: 0.9908 2022-05-14 12:15:02,713 - mmdet - INFO - Epoch [19][150/7330] lr: 1.000e-04, eta: 2 days, 6:33:43, time: 1.465, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1594, s0.loss_cls: 0.1431, s0.acc: 94.6670, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1865, s1.loss_cls: 0.0652, s1.acc: 95.1679, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0876, s2.loss_cls: 0.0332, s2.acc: 95.0390, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0413, loss: 1.0027 2022-05-14 12:16:15,896 - mmdet - INFO - Epoch [19][200/7330] lr: 1.000e-04, eta: 2 days, 6:32:27, time: 1.464, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1612, s0.loss_cls: 0.1490, s0.acc: 94.6501, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1852, s1.loss_cls: 0.0676, s1.acc: 95.1712, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0868, s2.loss_cls: 0.0335, s2.acc: 95.1024, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0411, loss: 1.0099 2022-05-14 12:17:29,273 - mmdet - INFO - Epoch [19][250/7330] lr: 1.000e-04, eta: 2 days, 6:31:12, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1612, s0.loss_cls: 0.1528, s0.acc: 94.5220, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1895, s1.loss_cls: 0.0718, s1.acc: 94.9373, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0895, s2.loss_cls: 0.0362, s2.acc: 94.7924, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0420, loss: 1.0290 2022-05-14 12:18:42,084 - mmdet - INFO - Epoch [19][300/7330] lr: 1.000e-04, eta: 2 days, 6:29:56, time: 1.457, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1490, s0.acc: 94.5012, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1856, s1.loss_cls: 0.0677, s1.acc: 95.0683, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0876, s2.loss_cls: 0.0348, s2.acc: 94.8036, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0414, loss: 1.0146 2022-05-14 12:19:55,531 - mmdet - INFO - Epoch [19][350/7330] lr: 1.000e-04, eta: 2 days, 6:28:40, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1529, s0.loss_cls: 0.1515, s0.acc: 94.5012, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1906, s1.loss_cls: 0.0702, s1.acc: 94.9454, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0896, s2.loss_cls: 0.0351, s2.acc: 94.7792, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0421, loss: 1.0229 2022-05-14 12:21:09,503 - mmdet - INFO - Epoch [19][400/7330] lr: 1.000e-04, eta: 2 days, 6:27:25, time: 1.481, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1630, s0.loss_cls: 0.1524, s0.acc: 94.4910, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1893, s1.loss_cls: 0.0699, s1.acc: 94.9947, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0890, s2.loss_cls: 0.0356, s2.acc: 94.8646, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0420, loss: 1.0332 2022-05-14 12:22:22,742 - mmdet - INFO - Epoch [19][450/7330] lr: 1.000e-04, eta: 2 days, 6:26:09, time: 1.465, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1680, s0.loss_cls: 0.1511, s0.acc: 94.4348, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1894, s1.loss_cls: 0.0698, s1.acc: 94.8820, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0893, s2.loss_cls: 0.0357, s2.acc: 94.7129, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0423, loss: 1.0439 2022-05-14 12:23:35,664 - mmdet - INFO - Epoch [19][500/7330] lr: 1.000e-04, eta: 2 days, 6:24:53, time: 1.458, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1584, s0.loss_cls: 0.1453, s0.acc: 94.6340, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1917, s1.loss_cls: 0.0662, s1.acc: 95.1210, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0904, s2.loss_cls: 0.0342, s2.acc: 94.9057, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0426, loss: 1.0239 2022-05-14 12:24:49,147 - mmdet - INFO - Epoch [19][550/7330] lr: 1.000e-04, eta: 2 days, 6:23:37, time: 1.469, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1580, s0.loss_cls: 0.1479, s0.acc: 94.5564, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1896, s1.loss_cls: 0.0683, s1.acc: 94.9968, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0893, s2.loss_cls: 0.0348, s2.acc: 94.6958, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0421, loss: 1.0240 2022-05-14 12:26:03,468 - mmdet - INFO - Epoch [19][600/7330] lr: 1.000e-04, eta: 2 days, 6:22:23, time: 1.486, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1455, s0.acc: 94.6577, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1846, s1.loss_cls: 0.0665, s1.acc: 95.1064, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0875, s2.loss_cls: 0.0342, s2.acc: 94.8712, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0414, loss: 1.0046 2022-05-14 12:27:16,118 - mmdet - INFO - Epoch [19][650/7330] lr: 1.000e-04, eta: 2 days, 6:21:06, time: 1.454, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1622, s0.loss_cls: 0.1562, s0.acc: 94.3450, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1896, s1.loss_cls: 0.0710, s1.acc: 94.8730, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0899, s2.loss_cls: 0.0355, s2.acc: 94.8220, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0423, loss: 1.0442 2022-05-14 12:28:30,139 - mmdet - INFO - Epoch [19][700/7330] lr: 1.000e-04, eta: 2 days, 6:19:51, time: 1.480, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1564, s0.loss_cls: 0.1525, s0.acc: 94.3523, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1859, s1.loss_cls: 0.0708, s1.acc: 94.8101, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0878, s2.loss_cls: 0.0359, s2.acc: 94.5576, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0418, loss: 1.0268 2022-05-14 12:29:42,334 - mmdet - INFO - Epoch [19][750/7330] lr: 1.000e-04, eta: 2 days, 6:18:35, time: 1.444, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1612, s0.loss_cls: 0.1481, s0.acc: 94.5786, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1971, s1.loss_cls: 0.0684, s1.acc: 94.9997, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0933, s2.loss_cls: 0.0348, s2.acc: 94.7320, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0438, loss: 1.0445 2022-05-14 12:30:55,865 - mmdet - INFO - Epoch [19][800/7330] lr: 1.000e-04, eta: 2 days, 6:17:19, time: 1.471, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1651, s0.loss_cls: 0.1546, s0.acc: 94.2852, s0.loss_bbox: 0.0903, s0.loss_mask: 0.1947, s1.loss_cls: 0.0712, s1.acc: 94.7579, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0920, s2.loss_cls: 0.0362, s2.acc: 94.5744, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0435, loss: 1.0596 2022-05-14 12:32:08,167 - mmdet - INFO - Epoch [19][850/7330] lr: 1.000e-04, eta: 2 days, 6:16:02, time: 1.446, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1572, s0.loss_cls: 0.1482, s0.acc: 94.6958, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1815, s1.loss_cls: 0.0675, s1.acc: 95.2098, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0862, s2.loss_cls: 0.0352, s2.acc: 94.8685, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0408, loss: 1.0056 2022-05-14 12:33:20,627 - mmdet - INFO - Epoch [19][900/7330] lr: 1.000e-04, eta: 2 days, 6:14:46, time: 1.449, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1628, s0.loss_cls: 0.1506, s0.acc: 94.5410, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1930, s1.loss_cls: 0.0686, s1.acc: 95.0400, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0911, s2.loss_cls: 0.0351, s2.acc: 94.8181, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0431, loss: 1.0351 2022-05-14 12:34:33,082 - mmdet - INFO - Epoch [19][950/7330] lr: 1.000e-04, eta: 2 days, 6:13:29, time: 1.449, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1626, s0.loss_cls: 0.1589, s0.acc: 94.1406, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1881, s1.loss_cls: 0.0728, s1.acc: 94.5734, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0884, s2.loss_cls: 0.0370, s2.acc: 94.3839, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0415, loss: 1.0541 2022-05-14 12:35:46,820 - mmdet - INFO - Epoch [19][1000/7330] lr: 1.000e-04, eta: 2 days, 6:12:14, time: 1.475, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1640, s0.loss_cls: 0.1465, s0.acc: 94.6775, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1822, s1.loss_cls: 0.0669, s1.acc: 95.2006, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0862, s2.loss_cls: 0.0340, s2.acc: 95.0679, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0408, loss: 1.0058 2022-05-14 12:36:59,128 - mmdet - INFO - Epoch [19][1050/7330] lr: 1.000e-04, eta: 2 days, 6:10:57, time: 1.444, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1572, s0.loss_cls: 0.1596, s0.acc: 94.1255, s0.loss_bbox: 0.0921, s0.loss_mask: 0.1941, s1.loss_cls: 0.0740, s1.acc: 94.6016, s1.loss_bbox: 0.1035, s1.loss_mask: 0.0918, s2.loss_cls: 0.0378, s2.acc: 94.4048, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0435, loss: 1.0668 2022-05-14 12:38:10,449 - mmdet - INFO - Epoch [19][1100/7330] lr: 1.000e-04, eta: 2 days, 6:09:40, time: 1.429, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1599, s0.loss_cls: 0.1435, s0.acc: 94.7419, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1869, s1.loss_cls: 0.0649, s1.acc: 95.2866, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0874, s2.loss_cls: 0.0338, s2.acc: 94.9503, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0411, loss: 1.0072 2022-05-14 12:39:22,242 - mmdet - INFO - Epoch [19][1150/7330] lr: 1.000e-04, eta: 2 days, 6:08:22, time: 1.436, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1602, s0.loss_cls: 0.1462, s0.acc: 94.5693, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1890, s1.loss_cls: 0.0678, s1.acc: 95.0464, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0895, s2.loss_cls: 0.0347, s2.acc: 94.8146, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0427, loss: 1.0166 2022-05-14 12:40:34,348 - mmdet - INFO - Epoch [19][1200/7330] lr: 1.000e-04, eta: 2 days, 6:07:06, time: 1.442, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1607, s0.loss_cls: 0.1548, s0.acc: 94.2815, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1872, s1.loss_cls: 0.0723, s1.acc: 94.7483, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0887, s2.loss_cls: 0.0366, s2.acc: 94.5408, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0420, loss: 1.0390 2022-05-14 12:41:45,463 - mmdet - INFO - Epoch [19][1250/7330] lr: 1.000e-04, eta: 2 days, 6:05:48, time: 1.422, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1440, s0.acc: 94.7654, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1867, s1.loss_cls: 0.0654, s1.acc: 95.2645, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0884, s2.loss_cls: 0.0331, s2.acc: 95.1941, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0419, loss: 1.0013 2022-05-14 12:42:57,665 - mmdet - INFO - Epoch [19][1300/7330] lr: 1.000e-04, eta: 2 days, 6:04:31, time: 1.444, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1609, s0.loss_cls: 0.1430, s0.acc: 94.7295, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1874, s1.loss_cls: 0.0658, s1.acc: 95.1667, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0892, s2.loss_cls: 0.0343, s2.acc: 94.8519, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0419, loss: 1.0103 2022-05-14 12:44:10,252 - mmdet - INFO - Epoch [19][1350/7330] lr: 1.000e-04, eta: 2 days, 6:03:15, time: 1.452, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1712, s0.loss_cls: 0.1535, s0.acc: 94.3931, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1848, s1.loss_cls: 0.0713, s1.acc: 94.8300, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0869, s2.loss_cls: 0.0359, s2.acc: 94.7171, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0411, loss: 1.0338 2022-05-14 12:45:23,200 - mmdet - INFO - Epoch [19][1400/7330] lr: 1.000e-04, eta: 2 days, 6:01:59, time: 1.459, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1496, s0.acc: 94.4023, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1905, s1.loss_cls: 0.0686, s1.acc: 94.8868, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0891, s2.loss_cls: 0.0353, s2.acc: 94.6071, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0419, loss: 1.0358 2022-05-14 12:46:36,093 - mmdet - INFO - Epoch [19][1450/7330] lr: 1.000e-04, eta: 2 days, 6:00:42, time: 1.457, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1521, s0.acc: 94.4778, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1891, s1.loss_cls: 0.0692, s1.acc: 94.9277, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0891, s2.loss_cls: 0.0353, s2.acc: 94.7618, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0422, loss: 1.0451 2022-05-14 12:47:48,600 - mmdet - INFO - Epoch [19][1500/7330] lr: 1.000e-04, eta: 2 days, 5:59:26, time: 1.451, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1592, s0.loss_cls: 0.1454, s0.acc: 94.6348, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1894, s1.loss_cls: 0.0660, s1.acc: 95.0478, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0893, s2.loss_cls: 0.0343, s2.acc: 94.7610, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0420, loss: 1.0211 2022-05-14 12:49:01,326 - mmdet - INFO - Epoch [19][1550/7330] lr: 1.000e-04, eta: 2 days, 5:58:10, time: 1.454, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1587, s0.loss_cls: 0.1538, s0.acc: 94.4871, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1863, s1.loss_cls: 0.0699, s1.acc: 94.9322, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0881, s2.loss_cls: 0.0360, s2.acc: 94.6791, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0420, loss: 1.0241 2022-05-14 12:50:14,715 - mmdet - INFO - Epoch [19][1600/7330] lr: 1.000e-04, eta: 2 days, 5:56:54, time: 1.468, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1646, s0.loss_cls: 0.1498, s0.acc: 94.5525, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1889, s1.loss_cls: 0.0695, s1.acc: 94.9310, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0885, s2.loss_cls: 0.0350, s2.acc: 94.8579, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0420, loss: 1.0291 2022-05-14 12:51:28,504 - mmdet - INFO - Epoch [19][1650/7330] lr: 1.000e-04, eta: 2 days, 5:55:39, time: 1.476, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1665, s0.loss_cls: 0.1594, s0.acc: 94.1655, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1934, s1.loss_cls: 0.0730, s1.acc: 94.7020, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0905, s2.loss_cls: 0.0372, s2.acc: 94.5189, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0426, loss: 1.0692 2022-05-14 12:52:40,326 - mmdet - INFO - Epoch [19][1700/7330] lr: 1.000e-04, eta: 2 days, 5:54:22, time: 1.437, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1604, s0.loss_cls: 0.1376, s0.acc: 95.0066, s0.loss_bbox: 0.0808, s0.loss_mask: 0.1833, s1.loss_cls: 0.0614, s1.acc: 95.5504, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0861, s2.loss_cls: 0.0315, s2.acc: 95.3286, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0408, loss: 0.9745 2022-05-14 12:53:53,177 - mmdet - INFO - Epoch [19][1750/7330] lr: 1.000e-04, eta: 2 days, 5:53:06, time: 1.456, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1595, s0.loss_cls: 0.1479, s0.acc: 94.5906, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1862, s1.loss_cls: 0.0687, s1.acc: 95.0191, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0883, s2.loss_cls: 0.0354, s2.acc: 94.8254, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0418, loss: 1.0110 2022-05-14 12:55:06,965 - mmdet - INFO - Epoch [19][1800/7330] lr: 1.000e-04, eta: 2 days, 5:51:51, time: 1.476, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1556, s0.acc: 94.3423, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1859, s1.loss_cls: 0.0719, s1.acc: 94.7977, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0879, s2.loss_cls: 0.0366, s2.acc: 94.7428, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0416, loss: 1.0421 2022-05-14 12:56:20,169 - mmdet - INFO - Epoch [19][1850/7330] lr: 1.000e-04, eta: 2 days, 5:50:35, time: 1.464, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1507, s0.acc: 94.5620, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1877, s1.loss_cls: 0.0686, s1.acc: 95.0237, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0883, s2.loss_cls: 0.0353, s2.acc: 94.8995, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0419, loss: 1.0193 2022-05-14 12:57:32,771 - mmdet - INFO - Epoch [19][1900/7330] lr: 1.000e-04, eta: 2 days, 5:49:18, time: 1.452, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1658, s0.loss_cls: 0.1459, s0.acc: 94.7764, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1883, s1.loss_cls: 0.0671, s1.acc: 95.2334, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0892, s2.loss_cls: 0.0343, s2.acc: 95.0432, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0422, loss: 1.0143 2022-05-14 12:58:46,060 - mmdet - INFO - Epoch [19][1950/7330] lr: 1.000e-04, eta: 2 days, 5:48:03, time: 1.466, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1632, s0.loss_cls: 0.1374, s0.acc: 94.9434, s0.loss_bbox: 0.0778, s0.loss_mask: 0.1806, s1.loss_cls: 0.0635, s1.acc: 95.3865, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0853, s2.loss_cls: 0.0322, s2.acc: 95.2313, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0407, loss: 0.9704 2022-05-14 12:59:59,339 - mmdet - INFO - Epoch [19][2000/7330] lr: 1.000e-04, eta: 2 days, 5:46:47, time: 1.466, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1565, s0.loss_cls: 0.1531, s0.acc: 94.4167, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1899, s1.loss_cls: 0.0714, s1.acc: 94.8402, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0887, s2.loss_cls: 0.0358, s2.acc: 94.6827, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0418, loss: 1.0364 2022-05-14 13:01:12,664 - mmdet - INFO - Epoch [19][2050/7330] lr: 1.000e-04, eta: 2 days, 5:45:31, time: 1.466, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1689, s0.loss_cls: 0.1501, s0.acc: 94.3589, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1960, s1.loss_cls: 0.0691, s1.acc: 94.7708, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0921, s2.loss_cls: 0.0353, s2.acc: 94.7311, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0433, loss: 1.0501 2022-05-14 13:02:26,435 - mmdet - INFO - Epoch [19][2100/7330] lr: 1.000e-04, eta: 2 days, 5:44:16, time: 1.476, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1614, s0.loss_cls: 0.1515, s0.acc: 94.4670, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1905, s1.loss_cls: 0.0690, s1.acc: 95.0260, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0901, s2.loss_cls: 0.0350, s2.acc: 94.8031, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0428, loss: 1.0381 2022-05-14 13:03:40,197 - mmdet - INFO - Epoch [19][2150/7330] lr: 1.000e-04, eta: 2 days, 5:43:01, time: 1.475, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0285, loss_semantic_seg: 0.1593, s0.loss_cls: 0.1570, s0.acc: 94.2515, s0.loss_bbox: 0.0904, s0.loss_mask: 0.1914, s1.loss_cls: 0.0716, s1.acc: 94.6859, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0904, s2.loss_cls: 0.0362, s2.acc: 94.6430, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0427, loss: 1.0520 2022-05-14 13:04:53,859 - mmdet - INFO - Epoch [19][2200/7330] lr: 1.000e-04, eta: 2 days, 5:41:46, time: 1.473, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1474, s0.acc: 94.4702, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1892, s1.loss_cls: 0.0681, s1.acc: 94.9101, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0889, s2.loss_cls: 0.0350, s2.acc: 94.6492, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0418, loss: 1.0246 2022-05-14 13:06:06,622 - mmdet - INFO - Epoch [19][2250/7330] lr: 1.000e-04, eta: 2 days, 5:40:30, time: 1.456, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1451, s0.acc: 94.6797, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1847, s1.loss_cls: 0.0673, s1.acc: 95.1290, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0872, s2.loss_cls: 0.0347, s2.acc: 94.8164, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0413, loss: 1.0110 2022-05-14 13:07:20,048 - mmdet - INFO - Epoch [19][2300/7330] lr: 1.000e-04, eta: 2 days, 5:39:14, time: 1.469, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1608, s0.loss_cls: 0.1589, s0.acc: 94.2043, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1884, s1.loss_cls: 0.0736, s1.acc: 94.5870, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0890, s2.loss_cls: 0.0378, s2.acc: 94.3087, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0418, loss: 1.0495 2022-05-14 13:08:32,732 - mmdet - INFO - Epoch [19][2350/7330] lr: 1.000e-04, eta: 2 days, 5:37:58, time: 1.454, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1639, s0.loss_cls: 0.1516, s0.acc: 94.5303, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1887, s1.loss_cls: 0.0695, s1.acc: 94.9652, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0882, s2.loss_cls: 0.0352, s2.acc: 94.8309, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0416, loss: 1.0281 2022-05-14 13:09:46,914 - mmdet - INFO - Epoch [19][2400/7330] lr: 1.000e-04, eta: 2 days, 5:36:43, time: 1.482, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1597, s0.loss_cls: 0.1590, s0.acc: 94.1777, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1909, s1.loss_cls: 0.0744, s1.acc: 94.5777, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0899, s2.loss_cls: 0.0381, s2.acc: 94.3665, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0425, loss: 1.0515 2022-05-14 13:10:59,976 - mmdet - INFO - Epoch [19][2450/7330] lr: 1.000e-04, eta: 2 days, 5:35:27, time: 1.463, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1584, s0.loss_cls: 0.1497, s0.acc: 94.3718, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1840, s1.loss_cls: 0.0688, s1.acc: 94.8652, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0872, s2.loss_cls: 0.0355, s2.acc: 94.6562, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0410, loss: 1.0178 2022-05-14 13:12:13,769 - mmdet - INFO - Epoch [19][2500/7330] lr: 1.000e-04, eta: 2 days, 5:34:12, time: 1.476, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1684, s0.loss_cls: 0.1499, s0.acc: 94.4963, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1878, s1.loss_cls: 0.0699, s1.acc: 94.9886, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0891, s2.loss_cls: 0.0358, s2.acc: 94.7931, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0423, loss: 1.0345 2022-05-14 13:13:27,666 - mmdet - INFO - Epoch [19][2550/7330] lr: 1.000e-04, eta: 2 days, 5:32:57, time: 1.478, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1700, s0.loss_cls: 0.1356, s0.acc: 94.9768, s0.loss_bbox: 0.0776, s0.loss_mask: 0.1794, s1.loss_cls: 0.0618, s1.acc: 95.5222, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0852, s2.loss_cls: 0.0318, s2.acc: 95.3307, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0406, loss: 0.9747 2022-05-14 13:14:41,173 - mmdet - INFO - Epoch [19][2600/7330] lr: 1.000e-04, eta: 2 days, 5:31:41, time: 1.470, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1689, s0.loss_cls: 0.1606, s0.acc: 94.1941, s0.loss_bbox: 0.0919, s0.loss_mask: 0.1923, s1.loss_cls: 0.0747, s1.acc: 94.6874, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0911, s2.loss_cls: 0.0375, s2.acc: 94.5452, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0428, loss: 1.0700 2022-05-14 13:15:54,974 - mmdet - INFO - Epoch [19][2650/7330] lr: 1.000e-04, eta: 2 days, 5:30:26, time: 1.476, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1679, s0.loss_cls: 0.1458, s0.acc: 94.5732, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1886, s1.loss_cls: 0.0674, s1.acc: 95.0559, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0885, s2.loss_cls: 0.0351, s2.acc: 94.8128, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0417, loss: 1.0161 2022-05-14 13:17:08,563 - mmdet - INFO - Epoch [19][2700/7330] lr: 1.000e-04, eta: 2 days, 5:29:11, time: 1.472, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1626, s0.loss_cls: 0.1506, s0.acc: 94.4668, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1917, s1.loss_cls: 0.0708, s1.acc: 94.7998, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0901, s2.loss_cls: 0.0361, s2.acc: 94.5880, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0419, loss: 1.0384 2022-05-14 13:18:22,666 - mmdet - INFO - Epoch [19][2750/7330] lr: 1.000e-04, eta: 2 days, 5:27:56, time: 1.482, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1589, s0.loss_cls: 0.1488, s0.acc: 94.5537, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1862, s1.loss_cls: 0.0690, s1.acc: 94.9593, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0872, s2.loss_cls: 0.0351, s2.acc: 94.7286, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0410, loss: 1.0082 2022-05-14 13:19:36,437 - mmdet - INFO - Epoch [19][2800/7330] lr: 1.000e-04, eta: 2 days, 5:26:41, time: 1.475, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1560, s0.acc: 94.2969, s0.loss_bbox: 0.0915, s0.loss_mask: 0.1928, s1.loss_cls: 0.0711, s1.acc: 94.8245, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0910, s2.loss_cls: 0.0361, s2.acc: 94.6510, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0432, loss: 1.0556 2022-05-14 13:20:49,764 - mmdet - INFO - Epoch [19][2850/7330] lr: 1.000e-04, eta: 2 days, 5:25:25, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1603, s0.loss_cls: 0.1433, s0.acc: 94.7222, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1835, s1.loss_cls: 0.0643, s1.acc: 95.3478, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0880, s2.loss_cls: 0.0332, s2.acc: 95.0787, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0415, loss: 0.9994 2022-05-14 13:22:02,906 - mmdet - INFO - Epoch [19][2900/7330] lr: 1.000e-04, eta: 2 days, 5:24:09, time: 1.463, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1561, s0.loss_cls: 0.1584, s0.acc: 94.3274, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1874, s1.loss_cls: 0.0725, s1.acc: 94.8652, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0884, s2.loss_cls: 0.0365, s2.acc: 94.7211, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0419, loss: 1.0334 2022-05-14 13:23:16,503 - mmdet - INFO - Epoch [19][2950/7330] lr: 1.000e-04, eta: 2 days, 5:22:54, time: 1.472, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1654, s0.loss_cls: 0.1516, s0.acc: 94.4167, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1812, s1.loss_cls: 0.0695, s1.acc: 94.9476, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0854, s2.loss_cls: 0.0350, s2.acc: 94.9113, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0400, loss: 1.0132 2022-05-14 13:24:30,184 - mmdet - INFO - Epoch [19][3000/7330] lr: 1.000e-04, eta: 2 days, 5:21:39, time: 1.474, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1552, s0.loss_cls: 0.1558, s0.acc: 94.2847, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1853, s1.loss_cls: 0.0721, s1.acc: 94.7637, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0875, s2.loss_cls: 0.0370, s2.acc: 94.5492, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0412, loss: 1.0282 2022-05-14 13:25:44,092 - mmdet - INFO - Epoch [19][3050/7330] lr: 1.000e-04, eta: 2 days, 5:20:24, time: 1.478, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1663, s0.loss_cls: 0.1594, s0.acc: 94.1663, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1945, s1.loss_cls: 0.0737, s1.acc: 94.6571, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0920, s2.loss_cls: 0.0372, s2.acc: 94.4993, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0438, loss: 1.0645 2022-05-14 13:26:57,091 - mmdet - INFO - Epoch [19][3100/7330] lr: 1.000e-04, eta: 2 days, 5:19:08, time: 1.460, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1562, s0.acc: 94.2302, s0.loss_bbox: 0.0927, s0.loss_mask: 0.1971, s1.loss_cls: 0.0728, s1.acc: 94.6508, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0929, s2.loss_cls: 0.0369, s2.acc: 94.4831, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0437, loss: 1.0685 2022-05-14 13:28:10,326 - mmdet - INFO - Epoch [19][3150/7330] lr: 1.000e-04, eta: 2 days, 5:17:52, time: 1.465, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1556, s0.acc: 94.3108, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1901, s1.loss_cls: 0.0718, s1.acc: 94.8059, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0904, s2.loss_cls: 0.0372, s2.acc: 94.5618, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0428, loss: 1.0515 2022-05-14 13:29:22,758 - mmdet - INFO - Epoch [19][3200/7330] lr: 1.000e-04, eta: 2 days, 5:16:36, time: 1.449, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1649, s0.loss_cls: 0.1535, s0.acc: 94.4321, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1848, s1.loss_cls: 0.0712, s1.acc: 94.8244, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0870, s2.loss_cls: 0.0365, s2.acc: 94.6528, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0404, loss: 1.0306 2022-05-14 13:30:36,647 - mmdet - INFO - Epoch [19][3250/7330] lr: 1.000e-04, eta: 2 days, 5:15:21, time: 1.478, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1668, s0.loss_cls: 0.1559, s0.acc: 94.2905, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1956, s1.loss_cls: 0.0734, s1.acc: 94.5952, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0919, s2.loss_cls: 0.0374, s2.acc: 94.4099, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0434, loss: 1.0659 2022-05-14 13:31:50,905 - mmdet - INFO - Epoch [19][3300/7330] lr: 1.000e-04, eta: 2 days, 5:14:06, time: 1.485, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1582, s0.loss_cls: 0.1478, s0.acc: 94.6577, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1852, s1.loss_cls: 0.0672, s1.acc: 95.2217, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0873, s2.loss_cls: 0.0337, s2.acc: 95.1360, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0415, loss: 1.0076 2022-05-14 13:33:03,297 - mmdet - INFO - Epoch [19][3350/7330] lr: 1.000e-04, eta: 2 days, 5:12:49, time: 1.447, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1414, s0.acc: 94.8428, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1799, s1.loss_cls: 0.0655, s1.acc: 95.2630, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0843, s2.loss_cls: 0.0341, s2.acc: 94.9838, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0398, loss: 0.9807 2022-05-14 13:34:16,462 - mmdet - INFO - Epoch [19][3400/7330] lr: 1.000e-04, eta: 2 days, 5:11:34, time: 1.464, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1591, s0.loss_cls: 0.1414, s0.acc: 94.7917, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1884, s1.loss_cls: 0.0651, s1.acc: 95.1823, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0887, s2.loss_cls: 0.0330, s2.acc: 95.0724, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0420, loss: 0.9930 2022-05-14 13:35:30,141 - mmdet - INFO - Epoch [19][3450/7330] lr: 1.000e-04, eta: 2 days, 5:10:18, time: 1.473, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1668, s0.loss_cls: 0.1517, s0.acc: 94.4666, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1916, s1.loss_cls: 0.0708, s1.acc: 94.8613, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0902, s2.loss_cls: 0.0357, s2.acc: 94.6785, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0427, loss: 1.0485 2022-05-14 13:36:43,493 - mmdet - INFO - Epoch [19][3500/7330] lr: 1.000e-04, eta: 2 days, 5:09:03, time: 1.468, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1595, s0.loss_cls: 0.1517, s0.acc: 94.5188, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1884, s1.loss_cls: 0.0704, s1.acc: 94.9615, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0891, s2.loss_cls: 0.0359, s2.acc: 94.7702, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0424, loss: 1.0263 2022-05-14 13:37:56,983 - mmdet - INFO - Epoch [19][3550/7330] lr: 1.000e-04, eta: 2 days, 5:07:47, time: 1.468, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1553, s0.loss_cls: 0.1421, s0.acc: 94.8081, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1845, s1.loss_cls: 0.0653, s1.acc: 95.1510, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0874, s2.loss_cls: 0.0334, s2.acc: 94.9901, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0417, loss: 0.9960 2022-05-14 13:39:11,250 - mmdet - INFO - Epoch [19][3600/7330] lr: 1.000e-04, eta: 2 days, 5:06:33, time: 1.487, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1561, s0.loss_cls: 0.1488, s0.acc: 94.4766, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1847, s1.loss_cls: 0.0688, s1.acc: 94.9355, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0865, s2.loss_cls: 0.0350, s2.acc: 94.6606, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0411, loss: 1.0057 2022-05-14 13:40:24,216 - mmdet - INFO - Epoch [19][3650/7330] lr: 1.000e-04, eta: 2 days, 5:05:17, time: 1.459, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1650, s0.loss_cls: 0.1379, s0.acc: 94.9319, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1811, s1.loss_cls: 0.0633, s1.acc: 95.3601, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0852, s2.loss_cls: 0.0330, s2.acc: 95.0678, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0404, loss: 0.9792 2022-05-14 13:41:38,455 - mmdet - INFO - Epoch [19][3700/7330] lr: 1.000e-04, eta: 2 days, 5:04:02, time: 1.485, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1450, s0.acc: 94.7048, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1901, s1.loss_cls: 0.0664, s1.acc: 95.1538, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0891, s2.loss_cls: 0.0340, s2.acc: 94.9565, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0422, loss: 1.0195 2022-05-14 13:42:52,088 - mmdet - INFO - Epoch [19][3750/7330] lr: 1.000e-04, eta: 2 days, 5:02:47, time: 1.473, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1632, s0.loss_cls: 0.1410, s0.acc: 94.7346, s0.loss_bbox: 0.0796, s0.loss_mask: 0.1831, s1.loss_cls: 0.0656, s1.acc: 95.1632, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0874, s2.loss_cls: 0.0342, s2.acc: 94.8438, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0410, loss: 0.9896 2022-05-14 13:44:06,718 - mmdet - INFO - Epoch [19][3800/7330] lr: 1.000e-04, eta: 2 days, 5:01:32, time: 1.493, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1471, s0.acc: 94.5005, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1869, s1.loss_cls: 0.0670, s1.acc: 95.0152, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0887, s2.loss_cls: 0.0344, s2.acc: 94.7714, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0419, loss: 1.0273 2022-05-14 13:45:19,285 - mmdet - INFO - Epoch [19][3850/7330] lr: 1.000e-04, eta: 2 days, 5:00:16, time: 1.451, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1406, s0.acc: 94.6973, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1904, s1.loss_cls: 0.0655, s1.acc: 95.0422, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0900, s2.loss_cls: 0.0332, s2.acc: 94.8562, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0424, loss: 1.0132 2022-05-14 13:46:31,804 - mmdet - INFO - Epoch [19][3900/7330] lr: 1.000e-04, eta: 2 days, 4:59:00, time: 1.450, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1667, s0.loss_cls: 0.1399, s0.acc: 94.8398, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1859, s1.loss_cls: 0.0630, s1.acc: 95.3813, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0874, s2.loss_cls: 0.0321, s2.acc: 95.3660, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0412, loss: 0.9996 2022-05-14 13:47:45,042 - mmdet - INFO - Epoch [19][3950/7330] lr: 1.000e-04, eta: 2 days, 4:57:44, time: 1.464, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1569, s0.loss_cls: 0.1430, s0.acc: 94.7947, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1842, s1.loss_cls: 0.0665, s1.acc: 95.1928, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0866, s2.loss_cls: 0.0338, s2.acc: 94.9936, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0411, loss: 0.9865 2022-05-14 13:48:58,347 - mmdet - INFO - Epoch [19][4000/7330] lr: 1.000e-04, eta: 2 days, 4:56:29, time: 1.466, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1524, s0.acc: 94.4392, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1885, s1.loss_cls: 0.0698, s1.acc: 94.9194, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0888, s2.loss_cls: 0.0356, s2.acc: 94.7134, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0423, loss: 1.0327 2022-05-14 13:50:11,279 - mmdet - INFO - Epoch [19][4050/7330] lr: 1.000e-04, eta: 2 days, 4:55:13, time: 1.459, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1687, s0.loss_cls: 0.1393, s0.acc: 94.8813, s0.loss_bbox: 0.0796, s0.loss_mask: 0.1832, s1.loss_cls: 0.0643, s1.acc: 95.3191, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0864, s2.loss_cls: 0.0326, s2.acc: 95.1498, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0407, loss: 0.9866 2022-05-14 13:51:25,296 - mmdet - INFO - Epoch [19][4100/7330] lr: 1.000e-04, eta: 2 days, 4:53:58, time: 1.480, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1580, s0.loss_cls: 0.1499, s0.acc: 94.5244, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1832, s1.loss_cls: 0.0685, s1.acc: 95.0112, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0870, s2.loss_cls: 0.0349, s2.acc: 94.8025, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0412, loss: 1.0146 2022-05-14 13:52:39,772 - mmdet - INFO - Epoch [19][4150/7330] lr: 1.000e-04, eta: 2 days, 4:52:43, time: 1.489, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1576, s0.loss_cls: 0.1471, s0.acc: 94.4932, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1881, s1.loss_cls: 0.0686, s1.acc: 94.9134, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0886, s2.loss_cls: 0.0354, s2.acc: 94.6083, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0420, loss: 1.0179 2022-05-14 13:53:52,115 - mmdet - INFO - Epoch [19][4200/7330] lr: 1.000e-04, eta: 2 days, 4:51:27, time: 1.447, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1632, s0.loss_cls: 0.1512, s0.acc: 94.4050, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1983, s1.loss_cls: 0.0703, s1.acc: 94.7741, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0942, s2.loss_cls: 0.0355, s2.acc: 94.5946, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0445, loss: 1.0582 2022-05-14 13:55:04,549 - mmdet - INFO - Epoch [19][4250/7330] lr: 1.000e-04, eta: 2 days, 4:50:10, time: 1.449, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1612, s0.loss_cls: 0.1518, s0.acc: 94.3926, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1947, s1.loss_cls: 0.0695, s1.acc: 94.9108, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0921, s2.loss_cls: 0.0355, s2.acc: 94.6653, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0436, loss: 1.0471 2022-05-14 13:56:18,288 - mmdet - INFO - Epoch [19][4300/7330] lr: 1.000e-04, eta: 2 days, 4:48:55, time: 1.474, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1594, s0.loss_cls: 0.1389, s0.acc: 94.8201, s0.loss_bbox: 0.0805, s0.loss_mask: 0.1861, s1.loss_cls: 0.0639, s1.acc: 95.3217, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0876, s2.loss_cls: 0.0335, s2.acc: 94.9961, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0416, loss: 0.9816 2022-05-14 13:57:31,659 - mmdet - INFO - Epoch [19][4350/7330] lr: 1.000e-04, eta: 2 days, 4:47:40, time: 1.468, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1723, s0.loss_cls: 0.1502, s0.acc: 94.5696, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1873, s1.loss_cls: 0.0687, s1.acc: 95.0502, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0883, s2.loss_cls: 0.0343, s2.acc: 94.9027, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0414, loss: 1.0256 2022-05-14 13:58:45,550 - mmdet - INFO - Epoch [19][4400/7330] lr: 1.000e-04, eta: 2 days, 4:46:25, time: 1.478, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1701, s0.loss_cls: 0.1536, s0.acc: 94.3972, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1890, s1.loss_cls: 0.0711, s1.acc: 94.8398, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0888, s2.loss_cls: 0.0363, s2.acc: 94.6090, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0418, loss: 1.0414 2022-05-14 13:59:59,994 - mmdet - INFO - Epoch [19][4450/7330] lr: 1.000e-04, eta: 2 days, 4:45:10, time: 1.488, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1502, s0.acc: 94.3899, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1873, s1.loss_cls: 0.0701, s1.acc: 94.7650, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0893, s2.loss_cls: 0.0352, s2.acc: 94.5771, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0424, loss: 1.0309 2022-05-14 14:01:13,331 - mmdet - INFO - Epoch [19][4500/7330] lr: 1.000e-04, eta: 2 days, 4:43:55, time: 1.467, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1646, s0.loss_cls: 0.1411, s0.acc: 94.8494, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1887, s1.loss_cls: 0.0647, s1.acc: 95.2650, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0887, s2.loss_cls: 0.0326, s2.acc: 95.1801, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0420, loss: 1.0004 2022-05-14 14:02:26,132 - mmdet - INFO - Epoch [19][4550/7330] lr: 1.000e-04, eta: 2 days, 4:42:38, time: 1.456, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1691, s0.loss_cls: 0.1431, s0.acc: 94.6318, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1877, s1.loss_cls: 0.0666, s1.acc: 95.0320, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0886, s2.loss_cls: 0.0335, s2.acc: 94.9219, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0421, loss: 1.0211 2022-05-14 14:03:39,489 - mmdet - INFO - Epoch [19][4600/7330] lr: 1.000e-04, eta: 2 days, 4:41:23, time: 1.467, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1584, s0.loss_cls: 0.1389, s0.acc: 94.8577, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1841, s1.loss_cls: 0.0637, s1.acc: 95.4123, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0867, s2.loss_cls: 0.0323, s2.acc: 95.1974, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0409, loss: 0.9836 2022-05-14 14:04:51,889 - mmdet - INFO - Epoch [19][4650/7330] lr: 1.000e-04, eta: 2 days, 4:40:07, time: 1.448, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1570, s0.loss_cls: 0.1439, s0.acc: 94.6143, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1932, s1.loss_cls: 0.0657, s1.acc: 95.1728, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0925, s2.loss_cls: 0.0338, s2.acc: 94.8253, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0432, loss: 1.0202 2022-05-14 14:06:04,632 - mmdet - INFO - Epoch [19][4700/7330] lr: 1.000e-04, eta: 2 days, 4:38:50, time: 1.455, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1585, s0.loss_cls: 0.1423, s0.acc: 94.7100, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1896, s1.loss_cls: 0.0648, s1.acc: 95.1445, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0893, s2.loss_cls: 0.0325, s2.acc: 94.9395, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0422, loss: 1.0011 2022-05-14 14:07:18,030 - mmdet - INFO - Epoch [19][4750/7330] lr: 1.000e-04, eta: 2 days, 4:37:35, time: 1.468, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1630, s0.loss_cls: 0.1484, s0.acc: 94.5410, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1914, s1.loss_cls: 0.0693, s1.acc: 94.8701, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0899, s2.loss_cls: 0.0354, s2.acc: 94.7849, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0425, loss: 1.0322 2022-05-14 14:08:31,117 - mmdet - INFO - Epoch [19][4800/7330] lr: 1.000e-04, eta: 2 days, 4:36:19, time: 1.462, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1578, s0.loss_cls: 0.1540, s0.acc: 94.2683, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1889, s1.loss_cls: 0.0716, s1.acc: 94.6851, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0893, s2.loss_cls: 0.0365, s2.acc: 94.5750, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0419, loss: 1.0304 2022-05-14 14:09:44,768 - mmdet - INFO - Epoch [19][4850/7330] lr: 1.000e-04, eta: 2 days, 4:35:04, time: 1.473, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1634, s0.loss_cls: 0.1524, s0.acc: 94.4641, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1881, s1.loss_cls: 0.0713, s1.acc: 94.8466, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0884, s2.loss_cls: 0.0364, s2.acc: 94.6064, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0416, loss: 1.0290 2022-05-14 14:10:57,293 - mmdet - INFO - Epoch [19][4900/7330] lr: 1.000e-04, eta: 2 days, 4:33:48, time: 1.451, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1680, s0.loss_cls: 0.1511, s0.acc: 94.6167, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1902, s1.loss_cls: 0.0691, s1.acc: 95.0560, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0900, s2.loss_cls: 0.0365, s2.acc: 94.7398, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0425, loss: 1.0355 2022-05-14 14:12:09,824 - mmdet - INFO - Epoch [19][4950/7330] lr: 1.000e-04, eta: 2 days, 4:32:31, time: 1.448, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1677, s0.loss_cls: 0.1423, s0.acc: 94.7917, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1849, s1.loss_cls: 0.0655, s1.acc: 95.2332, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0871, s2.loss_cls: 0.0342, s2.acc: 95.0542, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0413, loss: 1.0036 2022-05-14 14:13:22,062 - mmdet - INFO - Epoch [19][5000/7330] lr: 1.000e-04, eta: 2 days, 4:31:15, time: 1.447, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1585, s0.loss_cls: 0.1527, s0.acc: 94.5112, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1851, s1.loss_cls: 0.0709, s1.acc: 94.9215, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0870, s2.loss_cls: 0.0366, s2.acc: 94.6707, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0409, loss: 1.0173 2022-05-14 14:14:35,241 - mmdet - INFO - Epoch [19][5050/7330] lr: 1.000e-04, eta: 2 days, 4:29:59, time: 1.463, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1466, s0.acc: 94.6150, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1855, s1.loss_cls: 0.0672, s1.acc: 95.0663, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0882, s2.loss_cls: 0.0340, s2.acc: 94.8950, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0419, loss: 1.0144 2022-05-14 14:15:49,159 - mmdet - INFO - Epoch [19][5100/7330] lr: 1.000e-04, eta: 2 days, 4:28:44, time: 1.479, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1521, s0.acc: 94.4111, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1894, s1.loss_cls: 0.0707, s1.acc: 94.8788, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0885, s2.loss_cls: 0.0360, s2.acc: 94.7062, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0415, loss: 1.0287 2022-05-14 14:17:01,573 - mmdet - INFO - Epoch [19][5150/7330] lr: 1.000e-04, eta: 2 days, 4:27:28, time: 1.448, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1661, s0.loss_cls: 0.1489, s0.acc: 94.5444, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1887, s1.loss_cls: 0.0692, s1.acc: 94.8574, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0896, s2.loss_cls: 0.0351, s2.acc: 94.7349, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0418, loss: 1.0279 2022-05-14 14:18:14,128 - mmdet - INFO - Epoch [19][5200/7330] lr: 1.000e-04, eta: 2 days, 4:26:12, time: 1.451, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1647, s0.loss_cls: 0.1398, s0.acc: 94.9170, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1867, s1.loss_cls: 0.0636, s1.acc: 95.3193, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0875, s2.loss_cls: 0.0326, s2.acc: 95.0742, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0417, loss: 0.9918 2022-05-14 14:19:27,198 - mmdet - INFO - Epoch [19][5250/7330] lr: 1.000e-04, eta: 2 days, 4:24:56, time: 1.461, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1646, s0.loss_cls: 0.1539, s0.acc: 94.2253, s0.loss_bbox: 0.0952, s0.loss_mask: 0.1974, s1.loss_cls: 0.0708, s1.acc: 94.7260, s1.loss_bbox: 0.1063, s1.loss_mask: 0.0929, s2.loss_cls: 0.0371, s2.acc: 94.3915, s2.loss_bbox: 0.0668, s2.loss_mask: 0.0439, loss: 1.0761 2022-05-14 14:20:40,734 - mmdet - INFO - Epoch [19][5300/7330] lr: 1.000e-04, eta: 2 days, 4:23:40, time: 1.471, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1681, s0.loss_cls: 0.1487, s0.acc: 94.5732, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1902, s1.loss_cls: 0.0699, s1.acc: 94.8739, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0899, s2.loss_cls: 0.0356, s2.acc: 94.6814, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0425, loss: 1.0318 2022-05-14 14:21:54,102 - mmdet - INFO - Epoch [19][5350/7330] lr: 1.000e-04, eta: 2 days, 4:22:25, time: 1.467, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1641, s0.loss_cls: 0.1566, s0.acc: 94.3359, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1906, s1.loss_cls: 0.0721, s1.acc: 94.8597, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0893, s2.loss_cls: 0.0366, s2.acc: 94.6269, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0421, loss: 1.0503 2022-05-14 14:23:06,355 - mmdet - INFO - Epoch [19][5400/7330] lr: 1.000e-04, eta: 2 days, 4:21:08, time: 1.445, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1617, s0.loss_cls: 0.1496, s0.acc: 94.4944, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1844, s1.loss_cls: 0.0689, s1.acc: 94.9359, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0870, s2.loss_cls: 0.0351, s2.acc: 94.7823, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0414, loss: 1.0137 2022-05-14 14:24:19,828 - mmdet - INFO - Epoch [19][5450/7330] lr: 1.000e-04, eta: 2 days, 4:19:53, time: 1.469, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1586, s0.loss_cls: 0.1495, s0.acc: 94.4749, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1921, s1.loss_cls: 0.0698, s1.acc: 94.8851, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0899, s2.loss_cls: 0.0357, s2.acc: 94.6481, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0425, loss: 1.0389 2022-05-14 14:25:33,821 - mmdet - INFO - Epoch [19][5500/7330] lr: 1.000e-04, eta: 2 days, 4:18:38, time: 1.480, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1658, s0.loss_cls: 0.1517, s0.acc: 94.4087, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1931, s1.loss_cls: 0.0705, s1.acc: 94.8587, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0908, s2.loss_cls: 0.0356, s2.acc: 94.7518, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0426, loss: 1.0416 2022-05-14 14:26:48,037 - mmdet - INFO - Epoch [19][5550/7330] lr: 1.000e-04, eta: 2 days, 4:17:23, time: 1.484, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1560, s0.acc: 94.2239, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1840, s1.loss_cls: 0.0727, s1.acc: 94.6022, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0869, s2.loss_cls: 0.0369, s2.acc: 94.4772, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0409, loss: 1.0416 2022-05-14 14:28:01,351 - mmdet - INFO - Epoch [19][5600/7330] lr: 1.000e-04, eta: 2 days, 4:16:08, time: 1.466, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1638, s0.loss_cls: 0.1523, s0.acc: 94.3115, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1872, s1.loss_cls: 0.0701, s1.acc: 94.8471, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0882, s2.loss_cls: 0.0354, s2.acc: 94.6151, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0418, loss: 1.0266 2022-05-14 14:29:15,221 - mmdet - INFO - Epoch [19][5650/7330] lr: 1.000e-04, eta: 2 days, 4:14:53, time: 1.478, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1666, s0.loss_cls: 0.1506, s0.acc: 94.4480, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1883, s1.loss_cls: 0.0690, s1.acc: 94.9593, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0893, s2.loss_cls: 0.0356, s2.acc: 94.7126, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0421, loss: 1.0356 2022-05-14 14:30:28,653 - mmdet - INFO - Epoch [19][5700/7330] lr: 1.000e-04, eta: 2 days, 4:13:37, time: 1.469, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1701, s0.loss_cls: 0.1456, s0.acc: 94.5691, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1882, s1.loss_cls: 0.0680, s1.acc: 94.9437, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0889, s2.loss_cls: 0.0346, s2.acc: 94.8304, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0423, loss: 1.0248 2022-05-14 14:31:42,226 - mmdet - INFO - Epoch [19][5750/7330] lr: 1.000e-04, eta: 2 days, 4:12:22, time: 1.472, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1499, s0.acc: 94.5669, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1911, s1.loss_cls: 0.0693, s1.acc: 94.9806, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0900, s2.loss_cls: 0.0353, s2.acc: 94.7702, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0426, loss: 1.0334 2022-05-14 14:32:55,880 - mmdet - INFO - Epoch [19][5800/7330] lr: 1.000e-04, eta: 2 days, 4:11:07, time: 1.473, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1573, s0.loss_cls: 0.1351, s0.acc: 94.9609, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1868, s1.loss_cls: 0.0618, s1.acc: 95.4965, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0882, s2.loss_cls: 0.0319, s2.acc: 95.2824, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0416, loss: 0.9737 2022-05-14 14:34:08,163 - mmdet - INFO - Epoch [19][5850/7330] lr: 1.000e-04, eta: 2 days, 4:09:51, time: 1.446, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1674, s0.loss_cls: 0.1439, s0.acc: 94.6526, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1864, s1.loss_cls: 0.0668, s1.acc: 95.0453, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0879, s2.loss_cls: 0.0342, s2.acc: 94.8270, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0414, loss: 1.0099 2022-05-14 14:35:22,560 - mmdet - INFO - Epoch [19][5900/7330] lr: 1.000e-04, eta: 2 days, 4:08:36, time: 1.488, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1560, s0.loss_cls: 0.1559, s0.acc: 94.1841, s0.loss_bbox: 0.0929, s0.loss_mask: 0.1988, s1.loss_cls: 0.0723, s1.acc: 94.6504, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0940, s2.loss_cls: 0.0367, s2.acc: 94.4238, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0443, loss: 1.0705 2022-05-14 14:36:36,347 - mmdet - INFO - Epoch [19][5950/7330] lr: 1.000e-04, eta: 2 days, 4:07:21, time: 1.476, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1606, s0.loss_cls: 0.1611, s0.acc: 93.9668, s0.loss_bbox: 0.0964, s0.loss_mask: 0.1994, s1.loss_cls: 0.0744, s1.acc: 94.4905, s1.loss_bbox: 0.1059, s1.loss_mask: 0.0938, s2.loss_cls: 0.0373, s2.acc: 94.4501, s2.loss_bbox: 0.0676, s2.loss_mask: 0.0442, loss: 1.0927 2022-05-14 14:37:49,880 - mmdet - INFO - Epoch [19][6000/7330] lr: 1.000e-04, eta: 2 days, 4:06:06, time: 1.470, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1516, s0.acc: 94.3833, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1954, s1.loss_cls: 0.0697, s1.acc: 94.8827, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0922, s2.loss_cls: 0.0361, s2.acc: 94.6295, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0437, loss: 1.0456 2022-05-14 14:39:03,527 - mmdet - INFO - Epoch [19][6050/7330] lr: 1.000e-04, eta: 2 days, 4:04:50, time: 1.473, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1630, s0.loss_cls: 0.1477, s0.acc: 94.5618, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1875, s1.loss_cls: 0.0680, s1.acc: 95.0636, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0885, s2.loss_cls: 0.0351, s2.acc: 94.8827, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0417, loss: 1.0158 2022-05-14 14:40:16,520 - mmdet - INFO - Epoch [19][6100/7330] lr: 1.000e-04, eta: 2 days, 4:03:35, time: 1.460, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1668, s0.loss_cls: 0.1559, s0.acc: 94.2449, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1918, s1.loss_cls: 0.0732, s1.acc: 94.5902, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0905, s2.loss_cls: 0.0375, s2.acc: 94.4079, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0428, loss: 1.0569 2022-05-14 14:41:30,224 - mmdet - INFO - Epoch [19][6150/7330] lr: 1.000e-04, eta: 2 days, 4:02:19, time: 1.474, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1498, s0.acc: 94.5735, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1844, s1.loss_cls: 0.0697, s1.acc: 95.0238, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0866, s2.loss_cls: 0.0356, s2.acc: 94.7182, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0410, loss: 1.0220 2022-05-14 14:42:43,403 - mmdet - INFO - Epoch [19][6200/7330] lr: 1.000e-04, eta: 2 days, 4:01:04, time: 1.464, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1602, s0.loss_cls: 0.1571, s0.acc: 94.2991, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1868, s1.loss_cls: 0.0714, s1.acc: 94.7707, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0884, s2.loss_cls: 0.0359, s2.acc: 94.6884, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0416, loss: 1.0392 2022-05-14 14:43:56,312 - mmdet - INFO - Epoch [19][6250/7330] lr: 1.000e-04, eta: 2 days, 3:59:48, time: 1.458, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1567, s0.acc: 94.2551, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1936, s1.loss_cls: 0.0728, s1.acc: 94.7742, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0914, s2.loss_cls: 0.0371, s2.acc: 94.6084, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0436, loss: 1.0556 2022-05-14 14:45:09,987 - mmdet - INFO - Epoch [19][6300/7330] lr: 1.000e-04, eta: 2 days, 3:58:33, time: 1.474, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1720, s0.loss_cls: 0.1565, s0.acc: 94.2761, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1907, s1.loss_cls: 0.0734, s1.acc: 94.6489, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0901, s2.loss_cls: 0.0373, s2.acc: 94.3775, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0427, loss: 1.0537 2022-05-14 14:46:24,272 - mmdet - INFO - Epoch [19][6350/7330] lr: 1.000e-04, eta: 2 days, 3:57:18, time: 1.485, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1568, s0.loss_cls: 0.1484, s0.acc: 94.4778, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1889, s1.loss_cls: 0.0689, s1.acc: 94.8266, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0894, s2.loss_cls: 0.0353, s2.acc: 94.5798, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0421, loss: 1.0277 2022-05-14 14:47:36,936 - mmdet - INFO - Epoch [19][6400/7330] lr: 1.000e-04, eta: 2 days, 3:56:02, time: 1.453, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1669, s0.loss_cls: 0.1486, s0.acc: 94.5154, s0.loss_bbox: 0.0894, s0.loss_mask: 0.1924, s1.loss_cls: 0.0689, s1.acc: 94.9416, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0910, s2.loss_cls: 0.0356, s2.acc: 94.6314, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0431, loss: 1.0416 2022-05-14 14:48:50,502 - mmdet - INFO - Epoch [19][6450/7330] lr: 1.000e-04, eta: 2 days, 3:54:47, time: 1.472, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1634, s0.loss_cls: 0.1501, s0.acc: 94.4602, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1934, s1.loss_cls: 0.0695, s1.acc: 94.8588, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0915, s2.loss_cls: 0.0350, s2.acc: 94.5957, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0429, loss: 1.0427 2022-05-14 14:50:04,682 - mmdet - INFO - Epoch [19][6500/7330] lr: 1.000e-04, eta: 2 days, 3:53:32, time: 1.484, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1538, s0.acc: 94.3833, s0.loss_bbox: 0.0905, s0.loss_mask: 0.1924, s1.loss_cls: 0.0710, s1.acc: 94.9179, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0914, s2.loss_cls: 0.0365, s2.acc: 94.7374, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0431, loss: 1.0537 2022-05-14 14:51:18,360 - mmdet - INFO - Epoch [19][6550/7330] lr: 1.000e-04, eta: 2 days, 3:52:17, time: 1.474, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1643, s0.loss_cls: 0.1471, s0.acc: 94.6260, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1866, s1.loss_cls: 0.0678, s1.acc: 95.1155, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0880, s2.loss_cls: 0.0346, s2.acc: 94.8121, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0415, loss: 1.0218 2022-05-14 14:52:31,673 - mmdet - INFO - Epoch [19][6600/7330] lr: 1.000e-04, eta: 2 days, 3:51:01, time: 1.466, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1639, s0.loss_cls: 0.1535, s0.acc: 94.3584, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1895, s1.loss_cls: 0.0702, s1.acc: 94.7519, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0893, s2.loss_cls: 0.0361, s2.acc: 94.5577, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0421, loss: 1.0429 2022-05-14 14:53:45,067 - mmdet - INFO - Epoch [19][6650/7330] lr: 1.000e-04, eta: 2 days, 3:49:46, time: 1.468, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1629, s0.loss_cls: 0.1398, s0.acc: 94.8357, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1821, s1.loss_cls: 0.0635, s1.acc: 95.3341, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0856, s2.loss_cls: 0.0328, s2.acc: 95.1203, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0405, loss: 0.9867 2022-05-14 14:54:58,285 - mmdet - INFO - Epoch [19][6700/7330] lr: 1.000e-04, eta: 2 days, 3:48:30, time: 1.464, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1621, s0.loss_cls: 0.1414, s0.acc: 94.8198, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1821, s1.loss_cls: 0.0644, s1.acc: 95.3092, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0861, s2.loss_cls: 0.0326, s2.acc: 95.0895, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0408, loss: 0.9859 2022-05-14 14:56:12,400 - mmdet - INFO - Epoch [19][6750/7330] lr: 1.000e-04, eta: 2 days, 3:47:15, time: 1.482, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1590, s0.loss_cls: 0.1469, s0.acc: 94.5874, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1882, s1.loss_cls: 0.0686, s1.acc: 94.9466, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0890, s2.loss_cls: 0.0351, s2.acc: 94.7323, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0424, loss: 1.0126 2022-05-14 14:57:25,578 - mmdet - INFO - Epoch [19][6800/7330] lr: 1.000e-04, eta: 2 days, 3:46:00, time: 1.463, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1690, s0.loss_cls: 0.1467, s0.acc: 94.5686, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1915, s1.loss_cls: 0.0677, s1.acc: 95.0196, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0901, s2.loss_cls: 0.0345, s2.acc: 94.7707, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0426, loss: 1.0312 2022-05-14 14:58:38,814 - mmdet - INFO - Epoch [19][6850/7330] lr: 1.000e-04, eta: 2 days, 3:44:44, time: 1.465, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1684, s0.loss_cls: 0.1401, s0.acc: 94.8774, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1844, s1.loss_cls: 0.0648, s1.acc: 95.3301, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0870, s2.loss_cls: 0.0328, s2.acc: 95.1415, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0411, loss: 0.9968 2022-05-14 14:59:50,768 - mmdet - INFO - Epoch [19][6900/7330] lr: 1.000e-04, eta: 2 days, 3:43:28, time: 1.439, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1458, s0.acc: 94.7156, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1870, s1.loss_cls: 0.0661, s1.acc: 95.1741, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0881, s2.loss_cls: 0.0343, s2.acc: 94.9195, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0416, loss: 1.0095 2022-05-14 15:01:03,933 - mmdet - INFO - Epoch [19][6950/7330] lr: 1.000e-04, eta: 2 days, 3:42:12, time: 1.464, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1641, s0.loss_cls: 0.1378, s0.acc: 94.8921, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1862, s1.loss_cls: 0.0626, s1.acc: 95.3247, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0878, s2.loss_cls: 0.0321, s2.acc: 95.1401, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0417, loss: 0.9877 2022-05-14 15:02:18,267 - mmdet - INFO - Epoch [19][7000/7330] lr: 1.000e-04, eta: 2 days, 3:40:57, time: 1.487, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1535, s0.acc: 94.3550, s0.loss_bbox: 0.0897, s0.loss_mask: 0.1972, s1.loss_cls: 0.0719, s1.acc: 94.7594, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0932, s2.loss_cls: 0.0364, s2.acc: 94.6492, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0441, loss: 1.0586 2022-05-14 15:03:32,058 - mmdet - INFO - Epoch [19][7050/7330] lr: 1.000e-04, eta: 2 days, 3:39:42, time: 1.476, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1713, s0.loss_cls: 0.1533, s0.acc: 94.2993, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1903, s1.loss_cls: 0.0709, s1.acc: 94.7254, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0891, s2.loss_cls: 0.0363, s2.acc: 94.4750, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0421, loss: 1.0469 2022-05-14 15:04:44,971 - mmdet - INFO - Epoch [19][7100/7330] lr: 1.000e-04, eta: 2 days, 3:38:26, time: 1.458, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1476, s0.acc: 94.5247, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1897, s1.loss_cls: 0.0667, s1.acc: 95.0242, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0899, s2.loss_cls: 0.0343, s2.acc: 94.7464, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0425, loss: 1.0261 2022-05-14 15:05:57,138 - mmdet - INFO - Epoch [19][7150/7330] lr: 1.000e-04, eta: 2 days, 3:37:10, time: 1.443, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1600, s0.loss_cls: 0.1464, s0.acc: 94.6377, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1933, s1.loss_cls: 0.0682, s1.acc: 95.0117, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0910, s2.loss_cls: 0.0347, s2.acc: 94.8224, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0431, loss: 1.0285 2022-05-14 15:07:10,644 - mmdet - INFO - Epoch [19][7200/7330] lr: 1.000e-04, eta: 2 days, 3:35:55, time: 1.470, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1592, s0.loss_cls: 0.1566, s0.acc: 94.2476, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1899, s1.loss_cls: 0.0725, s1.acc: 94.6882, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0899, s2.loss_cls: 0.0370, s2.acc: 94.4308, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0424, loss: 1.0421 2022-05-14 15:08:23,516 - mmdet - INFO - Epoch [19][7250/7330] lr: 1.000e-04, eta: 2 days, 3:34:39, time: 1.457, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1466, s0.acc: 94.5618, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1878, s1.loss_cls: 0.0667, s1.acc: 95.0535, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0887, s2.loss_cls: 0.0346, s2.acc: 94.8149, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0424, loss: 1.0138 2022-05-14 15:09:37,354 - mmdet - INFO - Epoch [19][7300/7330] lr: 1.000e-04, eta: 2 days, 3:33:24, time: 1.477, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1592, s0.loss_cls: 0.1421, s0.acc: 94.7783, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1801, s1.loss_cls: 0.0667, s1.acc: 95.2031, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0856, s2.loss_cls: 0.0338, s2.acc: 94.9492, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0403, loss: 0.9887 2022-05-14 15:10:40,082 - mmdet - INFO - Saving checkpoint at 19 epochs 2022-05-14 15:15:59,272 - mmdet - INFO - Evaluating bbox... 2022-05-14 15:16:45,366 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.564 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.751 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.624 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.410 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.607 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.703 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.727 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.727 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.727 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.574 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.765 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.861 2022-05-14 15:16:45,368 - mmdet - INFO - Evaluating segm... 2022-05-14 15:17:33,669 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.489 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.729 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.535 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.299 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.524 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.676 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.467 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.666 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.779 2022-05-14 15:17:34,592 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 15:17:34,593 - mmdet - INFO - Epoch(val) [19][313] bbox_mAP: 0.5640, bbox_mAP_50: 0.7510, bbox_mAP_75: 0.6240, bbox_mAP_s: 0.4100, bbox_mAP_m: 0.6070, bbox_mAP_l: 0.7030, bbox_mAP_copypaste: 0.564 0.751 0.624 0.410 0.607 0.703, segm_mAP: 0.4890, segm_mAP_50: 0.7290, segm_mAP_75: 0.5350, segm_mAP_s: 0.2990, segm_mAP_m: 0.5240, segm_mAP_l: 0.6760, segm_mAP_copypaste: 0.489 0.729 0.535 0.299 0.524 0.676 2022-05-14 15:23:09,955 - mmdet - INFO - Epoch [20][50/7330] lr: 1.000e-04, eta: 2 days, 3:34:38, time: 6.707, data_time: 5.258, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1480, s0.acc: 94.5205, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1880, s1.loss_cls: 0.0684, s1.acc: 94.9628, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0890, s2.loss_cls: 0.0354, s2.acc: 94.6029, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0422, loss: 1.0200 2022-05-14 15:24:23,169 - mmdet - INFO - Epoch [20][100/7330] lr: 1.000e-04, eta: 2 days, 3:33:22, time: 1.464, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0282, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1462, s0.acc: 94.5464, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1908, s1.loss_cls: 0.0660, s1.acc: 95.0396, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0905, s2.loss_cls: 0.0341, s2.acc: 94.8307, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0430, loss: 1.0296 2022-05-14 15:25:35,925 - mmdet - INFO - Epoch [20][150/7330] lr: 1.000e-04, eta: 2 days, 3:32:06, time: 1.455, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1614, s0.loss_cls: 0.1390, s0.acc: 95.0044, s0.loss_bbox: 0.0808, s0.loss_mask: 0.1851, s1.loss_cls: 0.0640, s1.acc: 95.4413, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0875, s2.loss_cls: 0.0327, s2.acc: 95.2640, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0411, loss: 0.9859 2022-05-14 15:26:49,149 - mmdet - INFO - Epoch [20][200/7330] lr: 1.000e-04, eta: 2 days, 3:30:50, time: 1.464, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1586, s0.loss_cls: 0.1454, s0.acc: 94.6748, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1853, s1.loss_cls: 0.0670, s1.acc: 95.0892, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0870, s2.loss_cls: 0.0337, s2.acc: 94.8788, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0411, loss: 0.9957 2022-05-14 15:28:02,027 - mmdet - INFO - Epoch [20][250/7330] lr: 1.000e-04, eta: 2 days, 3:29:34, time: 1.458, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1607, s0.loss_cls: 0.1454, s0.acc: 94.6274, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1896, s1.loss_cls: 0.0673, s1.acc: 95.0163, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0903, s2.loss_cls: 0.0343, s2.acc: 94.8571, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0428, loss: 1.0189 2022-05-14 15:29:13,786 - mmdet - INFO - Epoch [20][300/7330] lr: 1.000e-04, eta: 2 days, 3:28:17, time: 1.435, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1583, s0.loss_cls: 0.1377, s0.acc: 94.9729, s0.loss_bbox: 0.0797, s0.loss_mask: 0.1806, s1.loss_cls: 0.0621, s1.acc: 95.5631, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0848, s2.loss_cls: 0.0314, s2.acc: 95.4042, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0403, loss: 0.9661 2022-05-14 15:30:27,012 - mmdet - INFO - Epoch [20][350/7330] lr: 1.000e-04, eta: 2 days, 3:27:02, time: 1.465, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1611, s0.loss_cls: 0.1480, s0.acc: 94.5562, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1866, s1.loss_cls: 0.0671, s1.acc: 95.1203, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0870, s2.loss_cls: 0.0345, s2.acc: 94.9206, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0413, loss: 1.0110 2022-05-14 15:31:39,531 - mmdet - INFO - Epoch [20][400/7330] lr: 1.000e-04, eta: 2 days, 3:25:45, time: 1.450, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1543, s0.loss_cls: 0.1463, s0.acc: 94.5425, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1885, s1.loss_cls: 0.0671, s1.acc: 95.0729, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0890, s2.loss_cls: 0.0345, s2.acc: 94.8148, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0424, loss: 1.0073 2022-05-14 15:32:52,091 - mmdet - INFO - Epoch [20][450/7330] lr: 1.000e-04, eta: 2 days, 3:24:29, time: 1.452, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1606, s0.loss_cls: 0.1442, s0.acc: 94.6804, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1888, s1.loss_cls: 0.0658, s1.acc: 95.1619, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0890, s2.loss_cls: 0.0337, s2.acc: 94.9984, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0423, loss: 1.0092 2022-05-14 15:34:05,200 - mmdet - INFO - Epoch [20][500/7330] lr: 1.000e-04, eta: 2 days, 3:23:13, time: 1.462, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1694, s0.loss_cls: 0.1539, s0.acc: 94.4084, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1868, s1.loss_cls: 0.0714, s1.acc: 94.8214, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0873, s2.loss_cls: 0.0360, s2.acc: 94.6687, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0411, loss: 1.0382 2022-05-14 15:35:17,382 - mmdet - INFO - Epoch [20][550/7330] lr: 1.000e-04, eta: 2 days, 3:21:57, time: 1.443, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1571, s0.loss_cls: 0.1433, s0.acc: 94.7227, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1873, s1.loss_cls: 0.0655, s1.acc: 95.2398, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0880, s2.loss_cls: 0.0336, s2.acc: 94.9198, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0414, loss: 1.0077 2022-05-14 15:36:29,579 - mmdet - INFO - Epoch [20][600/7330] lr: 1.000e-04, eta: 2 days, 3:20:40, time: 1.444, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1441, s0.acc: 94.6697, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1836, s1.loss_cls: 0.0652, s1.acc: 95.2101, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0872, s2.loss_cls: 0.0335, s2.acc: 95.0432, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0409, loss: 0.9938 2022-05-14 15:37:42,110 - mmdet - INFO - Epoch [20][650/7330] lr: 1.000e-04, eta: 2 days, 3:19:24, time: 1.449, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1541, s0.loss_cls: 0.1470, s0.acc: 94.5598, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1900, s1.loss_cls: 0.0678, s1.acc: 95.0636, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0893, s2.loss_cls: 0.0342, s2.acc: 94.8147, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0424, loss: 1.0128 2022-05-14 15:38:55,424 - mmdet - INFO - Epoch [20][700/7330] lr: 1.000e-04, eta: 2 days, 3:18:08, time: 1.468, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0284, loss_semantic_seg: 0.1553, s0.loss_cls: 0.1585, s0.acc: 94.1960, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1912, s1.loss_cls: 0.0718, s1.acc: 94.7352, s1.loss_bbox: 0.1027, s1.loss_mask: 0.0902, s2.loss_cls: 0.0366, s2.acc: 94.6333, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0423, loss: 1.0558 2022-05-14 15:40:08,163 - mmdet - INFO - Epoch [20][750/7330] lr: 1.000e-04, eta: 2 days, 3:16:52, time: 1.455, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1584, s0.loss_cls: 0.1504, s0.acc: 94.4124, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1872, s1.loss_cls: 0.0687, s1.acc: 94.9912, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0881, s2.loss_cls: 0.0353, s2.acc: 94.7150, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0417, loss: 1.0290 2022-05-14 15:41:20,997 - mmdet - INFO - Epoch [20][800/7330] lr: 1.000e-04, eta: 2 days, 3:15:36, time: 1.456, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1609, s0.loss_cls: 0.1456, s0.acc: 94.5303, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1921, s1.loss_cls: 0.0678, s1.acc: 95.0615, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0907, s2.loss_cls: 0.0348, s2.acc: 94.8569, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0428, loss: 1.0289 2022-05-14 15:42:34,905 - mmdet - INFO - Epoch [20][850/7330] lr: 1.000e-04, eta: 2 days, 3:14:21, time: 1.479, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1586, s0.loss_cls: 0.1486, s0.acc: 94.5557, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1889, s1.loss_cls: 0.0688, s1.acc: 95.0022, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0896, s2.loss_cls: 0.0352, s2.acc: 94.8273, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0426, loss: 1.0192 2022-05-14 15:43:47,360 - mmdet - INFO - Epoch [20][900/7330] lr: 1.000e-04, eta: 2 days, 3:13:05, time: 1.449, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1384, s0.acc: 94.7866, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1860, s1.loss_cls: 0.0626, s1.acc: 95.3158, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0871, s2.loss_cls: 0.0318, s2.acc: 95.0793, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0410, loss: 0.9915 2022-05-14 15:45:00,724 - mmdet - INFO - Epoch [20][950/7330] lr: 1.000e-04, eta: 2 days, 3:11:49, time: 1.467, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1602, s0.loss_cls: 0.1345, s0.acc: 94.9490, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1847, s1.loss_cls: 0.0611, s1.acc: 95.4370, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0875, s2.loss_cls: 0.0309, s2.acc: 95.3235, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0413, loss: 0.9720 2022-05-14 15:46:12,865 - mmdet - INFO - Epoch [20][1000/7330] lr: 1.000e-04, eta: 2 days, 3:10:32, time: 1.443, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1534, s0.loss_cls: 0.1424, s0.acc: 94.7927, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1852, s1.loss_cls: 0.0648, s1.acc: 95.2872, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0875, s2.loss_cls: 0.0331, s2.acc: 95.1173, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0416, loss: 0.9820 2022-05-14 15:47:25,861 - mmdet - INFO - Epoch [20][1050/7330] lr: 1.000e-04, eta: 2 days, 3:09:17, time: 1.460, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1564, s0.loss_cls: 0.1609, s0.acc: 94.0708, s0.loss_bbox: 0.0943, s0.loss_mask: 0.1913, s1.loss_cls: 0.0753, s1.acc: 94.5089, s1.loss_bbox: 0.1034, s1.loss_mask: 0.0901, s2.loss_cls: 0.0379, s2.acc: 94.3733, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0423, loss: 1.0641 2022-05-14 15:48:38,655 - mmdet - INFO - Epoch [20][1100/7330] lr: 1.000e-04, eta: 2 days, 3:08:01, time: 1.456, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1578, s0.loss_cls: 0.1461, s0.acc: 94.5486, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1931, s1.loss_cls: 0.0665, s1.acc: 95.0419, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0911, s2.loss_cls: 0.0337, s2.acc: 94.9351, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0430, loss: 1.0189 2022-05-14 15:49:51,904 - mmdet - INFO - Epoch [20][1150/7330] lr: 1.000e-04, eta: 2 days, 3:06:45, time: 1.465, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1577, s0.loss_cls: 0.1416, s0.acc: 94.7961, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1890, s1.loss_cls: 0.0642, s1.acc: 95.3446, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0907, s2.loss_cls: 0.0335, s2.acc: 94.9984, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0427, loss: 1.0105 2022-05-14 15:51:05,871 - mmdet - INFO - Epoch [20][1200/7330] lr: 1.000e-04, eta: 2 days, 3:05:30, time: 1.479, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1578, s0.loss_cls: 0.1445, s0.acc: 94.6716, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1884, s1.loss_cls: 0.0664, s1.acc: 95.1127, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0887, s2.loss_cls: 0.0343, s2.acc: 94.9596, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0418, loss: 1.0054 2022-05-14 15:52:19,537 - mmdet - INFO - Epoch [20][1250/7330] lr: 1.000e-04, eta: 2 days, 3:04:15, time: 1.473, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1587, s0.loss_cls: 0.1393, s0.acc: 94.8093, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1871, s1.loss_cls: 0.0622, s1.acc: 95.3471, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0890, s2.loss_cls: 0.0318, s2.acc: 95.2854, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0423, loss: 0.9907 2022-05-14 15:53:32,447 - mmdet - INFO - Epoch [20][1300/7330] lr: 1.000e-04, eta: 2 days, 3:02:59, time: 1.458, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1452, s0.acc: 94.5295, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1848, s1.loss_cls: 0.0670, s1.acc: 95.0060, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0875, s2.loss_cls: 0.0342, s2.acc: 94.8280, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0414, loss: 1.0071 2022-05-14 15:54:45,939 - mmdet - INFO - Epoch [20][1350/7330] lr: 1.000e-04, eta: 2 days, 3:01:43, time: 1.470, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1621, s0.loss_cls: 0.1497, s0.acc: 94.4556, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1927, s1.loss_cls: 0.0691, s1.acc: 94.9561, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0914, s2.loss_cls: 0.0356, s2.acc: 94.6775, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0434, loss: 1.0391 2022-05-14 15:55:58,791 - mmdet - INFO - Epoch [20][1400/7330] lr: 1.000e-04, eta: 2 days, 3:00:27, time: 1.457, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1584, s0.loss_cls: 0.1437, s0.acc: 94.5957, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1877, s1.loss_cls: 0.0678, s1.acc: 94.9622, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0886, s2.loss_cls: 0.0336, s2.acc: 94.9663, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0420, loss: 1.0062 2022-05-14 15:57:11,833 - mmdet - INFO - Epoch [20][1450/7330] lr: 1.000e-04, eta: 2 days, 2:59:12, time: 1.461, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1573, s0.loss_cls: 0.1526, s0.acc: 94.3218, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1879, s1.loss_cls: 0.0686, s1.acc: 94.9107, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0891, s2.loss_cls: 0.0353, s2.acc: 94.6689, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0423, loss: 1.0282 2022-05-14 15:58:25,559 - mmdet - INFO - Epoch [20][1500/7330] lr: 1.000e-04, eta: 2 days, 2:57:56, time: 1.474, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1604, s0.loss_cls: 0.1500, s0.acc: 94.5369, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1916, s1.loss_cls: 0.0680, s1.acc: 95.0181, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0900, s2.loss_cls: 0.0345, s2.acc: 94.8951, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0426, loss: 1.0262 2022-05-14 15:59:39,003 - mmdet - INFO - Epoch [20][1550/7330] lr: 1.000e-04, eta: 2 days, 2:56:41, time: 1.469, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1486, s0.acc: 94.4448, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1917, s1.loss_cls: 0.0680, s1.acc: 94.9332, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0910, s2.loss_cls: 0.0347, s2.acc: 94.8068, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0431, loss: 1.0265 2022-05-14 16:00:52,240 - mmdet - INFO - Epoch [20][1600/7330] lr: 1.000e-04, eta: 2 days, 2:55:25, time: 1.465, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1555, s0.loss_cls: 0.1487, s0.acc: 94.4963, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1927, s1.loss_cls: 0.0680, s1.acc: 94.9690, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0910, s2.loss_cls: 0.0352, s2.acc: 94.7118, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0431, loss: 1.0312 2022-05-14 16:02:05,891 - mmdet - INFO - Epoch [20][1650/7330] lr: 1.000e-04, eta: 2 days, 2:54:10, time: 1.473, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1600, s0.loss_cls: 0.1540, s0.acc: 94.3113, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1932, s1.loss_cls: 0.0712, s1.acc: 94.8289, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0905, s2.loss_cls: 0.0357, s2.acc: 94.7258, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0424, loss: 1.0479 2022-05-14 16:03:18,837 - mmdet - INFO - Epoch [20][1700/7330] lr: 1.000e-04, eta: 2 days, 2:52:54, time: 1.458, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1527, s0.loss_cls: 0.1463, s0.acc: 94.7222, s0.loss_bbox: 0.0808, s0.loss_mask: 0.1858, s1.loss_cls: 0.0678, s1.acc: 95.1594, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0880, s2.loss_cls: 0.0342, s2.acc: 94.9785, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0413, loss: 0.9930 2022-05-14 16:04:31,980 - mmdet - INFO - Epoch [20][1750/7330] lr: 1.000e-04, eta: 2 days, 2:51:38, time: 1.463, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1452, s0.acc: 94.6475, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1884, s1.loss_cls: 0.0661, s1.acc: 95.2294, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0888, s2.loss_cls: 0.0327, s2.acc: 95.1312, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0419, loss: 1.0071 2022-05-14 16:05:45,272 - mmdet - INFO - Epoch [20][1800/7330] lr: 1.000e-04, eta: 2 days, 2:50:23, time: 1.466, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1500, s0.acc: 94.5251, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1914, s1.loss_cls: 0.0689, s1.acc: 95.0101, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0904, s2.loss_cls: 0.0349, s2.acc: 94.8866, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0427, loss: 1.0310 2022-05-14 16:06:58,579 - mmdet - INFO - Epoch [20][1850/7330] lr: 1.000e-04, eta: 2 days, 2:49:07, time: 1.466, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1569, s0.loss_cls: 0.1418, s0.acc: 94.7422, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1856, s1.loss_cls: 0.0640, s1.acc: 95.2636, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0869, s2.loss_cls: 0.0321, s2.acc: 95.1940, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0412, loss: 0.9937 2022-05-14 16:08:11,547 - mmdet - INFO - Epoch [20][1900/7330] lr: 1.000e-04, eta: 2 days, 2:47:51, time: 1.459, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1570, s0.loss_cls: 0.1418, s0.acc: 94.7295, s0.loss_bbox: 0.0806, s0.loss_mask: 0.1809, s1.loss_cls: 0.0648, s1.acc: 95.1318, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0852, s2.loss_cls: 0.0329, s2.acc: 94.9922, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0405, loss: 0.9799 2022-05-14 16:09:24,691 - mmdet - INFO - Epoch [20][1950/7330] lr: 1.000e-04, eta: 2 days, 2:46:36, time: 1.463, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1611, s0.loss_cls: 0.1466, s0.acc: 94.6296, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1891, s1.loss_cls: 0.0676, s1.acc: 95.0913, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0887, s2.loss_cls: 0.0344, s2.acc: 94.8596, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0419, loss: 1.0245 2022-05-14 16:10:37,440 - mmdet - INFO - Epoch [20][2000/7330] lr: 1.000e-04, eta: 2 days, 2:45:20, time: 1.455, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1580, s0.loss_cls: 0.1389, s0.acc: 94.7527, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1840, s1.loss_cls: 0.0632, s1.acc: 95.2590, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0873, s2.loss_cls: 0.0322, s2.acc: 95.0270, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0409, loss: 0.9925 2022-05-14 16:11:50,935 - mmdet - INFO - Epoch [20][2050/7330] lr: 1.000e-04, eta: 2 days, 2:44:04, time: 1.470, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1517, s0.loss_cls: 0.1454, s0.acc: 94.6423, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1836, s1.loss_cls: 0.0666, s1.acc: 95.0910, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0858, s2.loss_cls: 0.0343, s2.acc: 94.8358, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0405, loss: 0.9933 2022-05-14 16:13:03,829 - mmdet - INFO - Epoch [20][2100/7330] lr: 1.000e-04, eta: 2 days, 2:42:48, time: 1.458, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1613, s0.loss_cls: 0.1488, s0.acc: 94.4478, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1860, s1.loss_cls: 0.0676, s1.acc: 95.0065, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0877, s2.loss_cls: 0.0343, s2.acc: 94.7931, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0413, loss: 1.0156 2022-05-14 16:14:17,777 - mmdet - INFO - Epoch [20][2150/7330] lr: 1.000e-04, eta: 2 days, 2:41:33, time: 1.477, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1470, s0.acc: 94.6265, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1877, s1.loss_cls: 0.0681, s1.acc: 95.0476, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0889, s2.loss_cls: 0.0348, s2.acc: 94.8658, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0415, loss: 1.0196 2022-05-14 16:15:30,218 - mmdet - INFO - Epoch [20][2200/7330] lr: 1.000e-04, eta: 2 days, 2:40:17, time: 1.451, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1621, s0.loss_cls: 0.1441, s0.acc: 94.7129, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1881, s1.loss_cls: 0.0653, s1.acc: 95.3182, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0892, s2.loss_cls: 0.0332, s2.acc: 95.0732, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0424, loss: 1.0025 2022-05-14 16:16:43,089 - mmdet - INFO - Epoch [20][2250/7330] lr: 1.000e-04, eta: 2 days, 2:39:01, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1607, s0.loss_cls: 0.1481, s0.acc: 94.5703, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1878, s1.loss_cls: 0.0674, s1.acc: 95.0435, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0895, s2.loss_cls: 0.0336, s2.acc: 94.9501, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0422, loss: 1.0188 2022-05-14 16:17:56,003 - mmdet - INFO - Epoch [20][2300/7330] lr: 1.000e-04, eta: 2 days, 2:37:45, time: 1.456, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1515, s0.loss_cls: 0.1509, s0.acc: 94.4641, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1946, s1.loss_cls: 0.0700, s1.acc: 94.8947, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0920, s2.loss_cls: 0.0352, s2.acc: 94.7660, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0433, loss: 1.0306 2022-05-14 16:19:08,989 - mmdet - INFO - Epoch [20][2350/7330] lr: 1.000e-04, eta: 2 days, 2:36:29, time: 1.462, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1504, s0.acc: 94.5803, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1876, s1.loss_cls: 0.0688, s1.acc: 95.0516, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0893, s2.loss_cls: 0.0350, s2.acc: 94.8190, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0423, loss: 1.0302 2022-05-14 16:20:22,636 - mmdet - INFO - Epoch [20][2400/7330] lr: 1.000e-04, eta: 2 days, 2:35:14, time: 1.473, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1583, s0.loss_cls: 0.1445, s0.acc: 94.7236, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1878, s1.loss_cls: 0.0660, s1.acc: 95.1943, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0880, s2.loss_cls: 0.0338, s2.acc: 94.9709, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0415, loss: 0.9990 2022-05-14 16:21:36,034 - mmdet - INFO - Epoch [20][2450/7330] lr: 1.000e-04, eta: 2 days, 2:33:59, time: 1.468, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1704, s0.loss_cls: 0.1483, s0.acc: 94.5481, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1876, s1.loss_cls: 0.0682, s1.acc: 95.0642, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0885, s2.loss_cls: 0.0346, s2.acc: 94.8330, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0420, loss: 1.0252 2022-05-14 16:22:48,866 - mmdet - INFO - Epoch [20][2500/7330] lr: 1.000e-04, eta: 2 days, 2:32:43, time: 1.457, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1547, s0.loss_cls: 0.1373, s0.acc: 94.8203, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1924, s1.loss_cls: 0.0625, s1.acc: 95.3661, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0904, s2.loss_cls: 0.0320, s2.acc: 95.1104, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0422, loss: 0.9958 2022-05-14 16:24:01,784 - mmdet - INFO - Epoch [20][2550/7330] lr: 1.000e-04, eta: 2 days, 2:31:27, time: 1.458, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1711, s0.loss_cls: 0.1516, s0.acc: 94.4324, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1923, s1.loss_cls: 0.0698, s1.acc: 94.9138, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0903, s2.loss_cls: 0.0356, s2.acc: 94.7282, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0427, loss: 1.0469 2022-05-14 16:25:14,924 - mmdet - INFO - Epoch [20][2600/7330] lr: 1.000e-04, eta: 2 days, 2:30:11, time: 1.462, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1453, s0.acc: 94.5530, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1846, s1.loss_cls: 0.0669, s1.acc: 94.9563, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0873, s2.loss_cls: 0.0337, s2.acc: 94.7955, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0413, loss: 1.0055 2022-05-14 16:26:28,019 - mmdet - INFO - Epoch [20][2650/7330] lr: 1.000e-04, eta: 2 days, 2:28:55, time: 1.462, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1581, s0.loss_cls: 0.1419, s0.acc: 94.8613, s0.loss_bbox: 0.0803, s0.loss_mask: 0.1811, s1.loss_cls: 0.0649, s1.acc: 95.3436, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0858, s2.loss_cls: 0.0331, s2.acc: 95.1079, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0409, loss: 0.9793 2022-05-14 16:27:41,055 - mmdet - INFO - Epoch [20][2700/7330] lr: 1.000e-04, eta: 2 days, 2:27:40, time: 1.461, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1615, s0.loss_cls: 0.1493, s0.acc: 94.4680, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1863, s1.loss_cls: 0.0689, s1.acc: 94.9457, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0884, s2.loss_cls: 0.0359, s2.acc: 94.6625, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0415, loss: 1.0259 2022-05-14 16:28:54,521 - mmdet - INFO - Epoch [20][2750/7330] lr: 1.000e-04, eta: 2 days, 2:26:24, time: 1.469, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1510, s0.loss_cls: 0.1449, s0.acc: 94.6790, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1875, s1.loss_cls: 0.0665, s1.acc: 95.1220, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0886, s2.loss_cls: 0.0339, s2.acc: 94.9063, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0422, loss: 0.9974 2022-05-14 16:30:07,643 - mmdet - INFO - Epoch [20][2800/7330] lr: 1.000e-04, eta: 2 days, 2:25:09, time: 1.462, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1626, s0.loss_cls: 0.1599, s0.acc: 94.2419, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1935, s1.loss_cls: 0.0731, s1.acc: 94.8591, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0904, s2.loss_cls: 0.0366, s2.acc: 94.7065, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0426, loss: 1.0567 2022-05-14 16:31:20,950 - mmdet - INFO - Epoch [20][2850/7330] lr: 1.000e-04, eta: 2 days, 2:23:53, time: 1.466, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1614, s0.loss_cls: 0.1526, s0.acc: 94.3972, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1862, s1.loss_cls: 0.0714, s1.acc: 94.8123, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0883, s2.loss_cls: 0.0363, s2.acc: 94.5423, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0419, loss: 1.0280 2022-05-14 16:32:33,060 - mmdet - INFO - Epoch [20][2900/7330] lr: 1.000e-04, eta: 2 days, 2:22:36, time: 1.443, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1534, s0.loss_cls: 0.1472, s0.acc: 94.6489, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1865, s1.loss_cls: 0.0684, s1.acc: 95.0560, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0888, s2.loss_cls: 0.0350, s2.acc: 94.8986, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0417, loss: 1.0162 2022-05-14 16:33:45,713 - mmdet - INFO - Epoch [20][2950/7330] lr: 1.000e-04, eta: 2 days, 2:21:20, time: 1.451, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1589, s0.loss_cls: 0.1447, s0.acc: 94.7734, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1842, s1.loss_cls: 0.0666, s1.acc: 95.2551, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0872, s2.loss_cls: 0.0343, s2.acc: 95.0133, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0413, loss: 0.9939 2022-05-14 16:34:58,773 - mmdet - INFO - Epoch [20][3000/7330] lr: 1.000e-04, eta: 2 days, 2:20:05, time: 1.463, data_time: 0.025, memory: 64760, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1686, s0.loss_cls: 0.1563, s0.acc: 94.4004, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1908, s1.loss_cls: 0.0736, s1.acc: 94.7411, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0896, s2.loss_cls: 0.0363, s2.acc: 94.6973, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0423, loss: 1.0474 2022-05-14 16:36:12,830 - mmdet - INFO - Epoch [20][3050/7330] lr: 1.000e-04, eta: 2 days, 2:18:50, time: 1.479, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1666, s0.loss_cls: 0.1484, s0.acc: 94.5369, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1856, s1.loss_cls: 0.0687, s1.acc: 94.9848, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0881, s2.loss_cls: 0.0354, s2.acc: 94.6651, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0419, loss: 1.0144 2022-05-14 16:37:25,465 - mmdet - INFO - Epoch [20][3100/7330] lr: 1.000e-04, eta: 2 days, 2:17:34, time: 1.455, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1551, s0.loss_cls: 0.1330, s0.acc: 94.9976, s0.loss_bbox: 0.0782, s0.loss_mask: 0.1849, s1.loss_cls: 0.0616, s1.acc: 95.3720, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0878, s2.loss_cls: 0.0313, s2.acc: 95.1587, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0415, loss: 0.9673 2022-05-14 16:38:38,510 - mmdet - INFO - Epoch [20][3150/7330] lr: 1.000e-04, eta: 2 days, 2:16:18, time: 1.461, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1457, s0.acc: 94.6084, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1881, s1.loss_cls: 0.0672, s1.acc: 95.0902, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0889, s2.loss_cls: 0.0343, s2.acc: 94.8441, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0421, loss: 1.0179 2022-05-14 16:39:52,139 - mmdet - INFO - Epoch [20][3200/7330] lr: 1.000e-04, eta: 2 days, 2:15:03, time: 1.473, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1612, s0.loss_cls: 0.1476, s0.acc: 94.6565, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1851, s1.loss_cls: 0.0676, s1.acc: 95.0776, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0867, s2.loss_cls: 0.0340, s2.acc: 94.9279, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0411, loss: 1.0005 2022-05-14 16:41:05,648 - mmdet - INFO - Epoch [20][3250/7330] lr: 1.000e-04, eta: 2 days, 2:13:47, time: 1.470, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1461, s0.acc: 94.5657, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1894, s1.loss_cls: 0.0675, s1.acc: 95.0772, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0891, s2.loss_cls: 0.0354, s2.acc: 94.7104, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0422, loss: 1.0259 2022-05-14 16:42:18,752 - mmdet - INFO - Epoch [20][3300/7330] lr: 1.000e-04, eta: 2 days, 2:12:32, time: 1.462, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1621, s0.loss_cls: 0.1436, s0.acc: 94.8047, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1871, s1.loss_cls: 0.0653, s1.acc: 95.3008, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0883, s2.loss_cls: 0.0333, s2.acc: 95.2064, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0418, loss: 1.0006 2022-05-14 16:43:31,689 - mmdet - INFO - Epoch [20][3350/7330] lr: 1.000e-04, eta: 2 days, 2:11:16, time: 1.458, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1593, s0.loss_cls: 0.1509, s0.acc: 94.4504, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1901, s1.loss_cls: 0.0699, s1.acc: 94.8801, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0894, s2.loss_cls: 0.0352, s2.acc: 94.8268, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0422, loss: 1.0275 2022-05-14 16:44:44,215 - mmdet - INFO - Epoch [20][3400/7330] lr: 1.000e-04, eta: 2 days, 2:10:00, time: 1.451, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1570, s0.loss_cls: 0.1563, s0.acc: 94.3071, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1907, s1.loss_cls: 0.0716, s1.acc: 94.7853, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0898, s2.loss_cls: 0.0369, s2.acc: 94.5758, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0420, loss: 1.0429 2022-05-14 16:45:57,712 - mmdet - INFO - Epoch [20][3450/7330] lr: 1.000e-04, eta: 2 days, 2:08:44, time: 1.470, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1559, s0.loss_cls: 0.1441, s0.acc: 94.7952, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1879, s1.loss_cls: 0.0674, s1.acc: 95.1908, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0889, s2.loss_cls: 0.0345, s2.acc: 94.9860, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0423, loss: 1.0019 2022-05-14 16:47:11,415 - mmdet - INFO - Epoch [20][3500/7330] lr: 1.000e-04, eta: 2 days, 2:07:29, time: 1.474, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1482, s0.acc: 94.5549, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1879, s1.loss_cls: 0.0697, s1.acc: 94.9859, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0886, s2.loss_cls: 0.0352, s2.acc: 94.7601, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0415, loss: 1.0257 2022-05-14 16:48:24,899 - mmdet - INFO - Epoch [20][3550/7330] lr: 1.000e-04, eta: 2 days, 2:06:14, time: 1.470, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1591, s0.acc: 94.1799, s0.loss_bbox: 0.0907, s0.loss_mask: 0.1912, s1.loss_cls: 0.0734, s1.acc: 94.6321, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0901, s2.loss_cls: 0.0373, s2.acc: 94.4036, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0424, loss: 1.0559 2022-05-14 16:49:37,730 - mmdet - INFO - Epoch [20][3600/7330] lr: 1.000e-04, eta: 2 days, 2:04:58, time: 1.457, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1607, s0.loss_cls: 0.1469, s0.acc: 94.6116, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1843, s1.loss_cls: 0.0674, s1.acc: 94.9997, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0866, s2.loss_cls: 0.0344, s2.acc: 94.8484, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0411, loss: 1.0065 2022-05-14 16:50:50,543 - mmdet - INFO - Epoch [20][3650/7330] lr: 1.000e-04, eta: 2 days, 2:03:42, time: 1.456, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1643, s0.loss_cls: 0.1465, s0.acc: 94.7571, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1866, s1.loss_cls: 0.0669, s1.acc: 95.2965, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0881, s2.loss_cls: 0.0341, s2.acc: 95.1255, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0420, loss: 1.0089 2022-05-14 16:52:03,401 - mmdet - INFO - Epoch [20][3700/7330] lr: 1.000e-04, eta: 2 days, 2:02:26, time: 1.457, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1447, s0.acc: 94.7363, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1858, s1.loss_cls: 0.0668, s1.acc: 95.2724, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0879, s2.loss_cls: 0.0341, s2.acc: 95.0298, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0414, loss: 1.0006 2022-05-14 16:53:16,620 - mmdet - INFO - Epoch [20][3750/7330] lr: 1.000e-04, eta: 2 days, 2:01:10, time: 1.464, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1632, s0.loss_cls: 0.1519, s0.acc: 94.5012, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1910, s1.loss_cls: 0.0693, s1.acc: 95.0324, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0896, s2.loss_cls: 0.0356, s2.acc: 94.7288, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0426, loss: 1.0377 2022-05-14 16:54:29,658 - mmdet - INFO - Epoch [20][3800/7330] lr: 1.000e-04, eta: 2 days, 1:59:55, time: 1.461, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1541, s0.loss_cls: 0.1468, s0.acc: 94.5911, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1857, s1.loss_cls: 0.0678, s1.acc: 95.0291, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0877, s2.loss_cls: 0.0342, s2.acc: 94.9022, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0415, loss: 0.9974 2022-05-14 16:55:43,466 - mmdet - INFO - Epoch [20][3850/7330] lr: 1.000e-04, eta: 2 days, 1:58:40, time: 1.476, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1490, s0.acc: 94.5515, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1891, s1.loss_cls: 0.0694, s1.acc: 94.9288, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0890, s2.loss_cls: 0.0358, s2.acc: 94.6691, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0420, loss: 1.0257 2022-05-14 16:56:59,005 - mmdet - INFO - Epoch [20][3900/7330] lr: 1.000e-04, eta: 2 days, 1:57:26, time: 1.511, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1486, s0.acc: 94.5925, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1898, s1.loss_cls: 0.0690, s1.acc: 94.8881, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0905, s2.loss_cls: 0.0353, s2.acc: 94.6778, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0427, loss: 1.0376 2022-05-14 16:58:12,760 - mmdet - INFO - Epoch [20][3950/7330] lr: 1.000e-04, eta: 2 days, 1:56:11, time: 1.475, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1613, s0.loss_cls: 0.1501, s0.acc: 94.5164, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1900, s1.loss_cls: 0.0679, s1.acc: 95.0451, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0897, s2.loss_cls: 0.0347, s2.acc: 94.9094, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0421, loss: 1.0232 2022-05-14 16:59:27,009 - mmdet - INFO - Epoch [20][4000/7330] lr: 1.000e-04, eta: 2 days, 1:54:56, time: 1.485, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1687, s0.loss_cls: 0.1544, s0.acc: 94.3086, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1902, s1.loss_cls: 0.0712, s1.acc: 94.7194, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0901, s2.loss_cls: 0.0361, s2.acc: 94.4967, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0424, loss: 1.0541 2022-05-14 17:00:40,273 - mmdet - INFO - Epoch [20][4050/7330] lr: 1.000e-04, eta: 2 days, 1:53:41, time: 1.465, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1559, s0.loss_cls: 0.1568, s0.acc: 94.3259, s0.loss_bbox: 0.0911, s0.loss_mask: 0.1916, s1.loss_cls: 0.0725, s1.acc: 94.7998, s1.loss_bbox: 0.1019, s1.loss_mask: 0.0911, s2.loss_cls: 0.0371, s2.acc: 94.4915, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0434, loss: 1.0541 2022-05-14 17:01:53,888 - mmdet - INFO - Epoch [20][4100/7330] lr: 1.000e-04, eta: 2 days, 1:52:25, time: 1.473, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1570, s0.loss_cls: 0.1429, s0.acc: 94.7634, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1858, s1.loss_cls: 0.0658, s1.acc: 95.2114, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0878, s2.loss_cls: 0.0340, s2.acc: 94.9592, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0415, loss: 0.9966 2022-05-14 17:03:07,945 - mmdet - INFO - Epoch [20][4150/7330] lr: 1.000e-04, eta: 2 days, 1:51:11, time: 1.481, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1630, s0.loss_cls: 0.1405, s0.acc: 94.8716, s0.loss_bbox: 0.0808, s0.loss_mask: 0.1783, s1.loss_cls: 0.0628, s1.acc: 95.4488, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0842, s2.loss_cls: 0.0326, s2.acc: 95.2138, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0400, loss: 0.9781 2022-05-14 17:04:21,488 - mmdet - INFO - Epoch [20][4200/7330] lr: 1.000e-04, eta: 2 days, 1:49:55, time: 1.471, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1590, s0.loss_cls: 0.1516, s0.acc: 94.4163, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1956, s1.loss_cls: 0.0696, s1.acc: 94.9144, s1.loss_bbox: 0.0997, s1.loss_mask: 0.0931, s2.loss_cls: 0.0354, s2.acc: 94.6530, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0432, loss: 1.0472 2022-05-14 17:05:34,825 - mmdet - INFO - Epoch [20][4250/7330] lr: 1.000e-04, eta: 2 days, 1:48:40, time: 1.467, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1433, s0.acc: 94.7034, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1903, s1.loss_cls: 0.0660, s1.acc: 95.1914, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0906, s2.loss_cls: 0.0332, s2.acc: 95.0679, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0429, loss: 1.0207 2022-05-14 17:06:49,155 - mmdet - INFO - Epoch [20][4300/7330] lr: 1.000e-04, eta: 2 days, 1:47:25, time: 1.486, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1563, s0.loss_cls: 0.1533, s0.acc: 94.3252, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1935, s1.loss_cls: 0.0692, s1.acc: 94.8937, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0908, s2.loss_cls: 0.0356, s2.acc: 94.6617, s2.loss_bbox: 0.0674, s2.loss_mask: 0.0427, loss: 1.0458 2022-05-14 17:08:01,723 - mmdet - INFO - Epoch [20][4350/7330] lr: 1.000e-04, eta: 2 days, 1:46:09, time: 1.451, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1480, s0.acc: 94.5024, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1874, s1.loss_cls: 0.0682, s1.acc: 95.0115, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0880, s2.loss_cls: 0.0346, s2.acc: 94.8237, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0418, loss: 1.0265 2022-05-14 17:09:14,888 - mmdet - INFO - Epoch [20][4400/7330] lr: 1.000e-04, eta: 2 days, 1:44:53, time: 1.464, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1622, s0.loss_cls: 0.1419, s0.acc: 94.8020, s0.loss_bbox: 0.0806, s0.loss_mask: 0.1875, s1.loss_cls: 0.0668, s1.acc: 95.1585, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0891, s2.loss_cls: 0.0343, s2.acc: 94.9791, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0424, loss: 1.0006 2022-05-14 17:10:27,354 - mmdet - INFO - Epoch [20][4450/7330] lr: 1.000e-04, eta: 2 days, 1:43:37, time: 1.449, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1612, s0.loss_cls: 0.1554, s0.acc: 94.3550, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1895, s1.loss_cls: 0.0722, s1.acc: 94.7970, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0895, s2.loss_cls: 0.0368, s2.acc: 94.5846, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0422, loss: 1.0415 2022-05-14 17:11:40,403 - mmdet - INFO - Epoch [20][4500/7330] lr: 1.000e-04, eta: 2 days, 1:42:22, time: 1.461, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1402, s0.acc: 94.8516, s0.loss_bbox: 0.0812, s0.loss_mask: 0.1817, s1.loss_cls: 0.0633, s1.acc: 95.3886, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0864, s2.loss_cls: 0.0326, s2.acc: 95.1317, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0409, loss: 0.9843 2022-05-14 17:12:52,878 - mmdet - INFO - Epoch [20][4550/7330] lr: 1.000e-04, eta: 2 days, 1:41:05, time: 1.449, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1671, s0.loss_cls: 0.1477, s0.acc: 94.5771, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1904, s1.loss_cls: 0.0692, s1.acc: 95.0063, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0902, s2.loss_cls: 0.0352, s2.acc: 94.8480, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0430, loss: 1.0298 2022-05-14 17:14:05,312 - mmdet - INFO - Epoch [20][4600/7330] lr: 1.000e-04, eta: 2 days, 1:39:49, time: 1.449, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1584, s0.loss_cls: 0.1449, s0.acc: 94.6978, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1840, s1.loss_cls: 0.0661, s1.acc: 95.1409, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0874, s2.loss_cls: 0.0330, s2.acc: 95.0251, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0411, loss: 0.9945 2022-05-14 17:15:18,901 - mmdet - INFO - Epoch [20][4650/7330] lr: 1.000e-04, eta: 2 days, 1:38:34, time: 1.472, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1591, s0.loss_cls: 0.1418, s0.acc: 94.7427, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1816, s1.loss_cls: 0.0644, s1.acc: 95.2984, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0863, s2.loss_cls: 0.0329, s2.acc: 94.9794, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0411, loss: 0.9920 2022-05-14 17:16:32,601 - mmdet - INFO - Epoch [20][4700/7330] lr: 1.000e-04, eta: 2 days, 1:37:19, time: 1.474, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1613, s0.loss_cls: 0.1520, s0.acc: 94.4180, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1912, s1.loss_cls: 0.0707, s1.acc: 94.8639, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0899, s2.loss_cls: 0.0358, s2.acc: 94.7035, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0425, loss: 1.0362 2022-05-14 17:17:45,035 - mmdet - INFO - Epoch [20][4750/7330] lr: 1.000e-04, eta: 2 days, 1:36:03, time: 1.449, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1595, s0.loss_cls: 0.1497, s0.acc: 94.4448, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1952, s1.loss_cls: 0.0678, s1.acc: 95.0065, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0914, s2.loss_cls: 0.0347, s2.acc: 94.7864, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0431, loss: 1.0368 2022-05-14 17:18:59,329 - mmdet - INFO - Epoch [20][4800/7330] lr: 1.000e-04, eta: 2 days, 1:34:48, time: 1.486, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1609, s0.loss_cls: 0.1563, s0.acc: 94.1829, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1988, s1.loss_cls: 0.0730, s1.acc: 94.6463, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0938, s2.loss_cls: 0.0373, s2.acc: 94.3344, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0443, loss: 1.0691 2022-05-14 17:20:12,518 - mmdet - INFO - Epoch [20][4850/7330] lr: 1.000e-04, eta: 2 days, 1:33:32, time: 1.464, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1576, s0.loss_cls: 0.1494, s0.acc: 94.6399, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1905, s1.loss_cls: 0.0671, s1.acc: 95.1599, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0899, s2.loss_cls: 0.0337, s2.acc: 95.0835, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0424, loss: 1.0196 2022-05-14 17:21:25,335 - mmdet - INFO - Epoch [20][4900/7330] lr: 1.000e-04, eta: 2 days, 1:32:17, time: 1.456, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1453, s0.acc: 94.6345, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1890, s1.loss_cls: 0.0681, s1.acc: 95.0309, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0894, s2.loss_cls: 0.0343, s2.acc: 95.0497, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0422, loss: 1.0126 2022-05-14 17:22:39,510 - mmdet - INFO - Epoch [20][4950/7330] lr: 1.000e-04, eta: 2 days, 1:31:02, time: 1.483, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1571, s0.loss_cls: 0.1383, s0.acc: 94.9216, s0.loss_bbox: 0.0827, s0.loss_mask: 0.1830, s1.loss_cls: 0.0628, s1.acc: 95.3913, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0864, s2.loss_cls: 0.0323, s2.acc: 95.0916, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0407, loss: 0.9826 2022-05-14 17:23:52,842 - mmdet - INFO - Epoch [20][5000/7330] lr: 1.000e-04, eta: 2 days, 1:29:46, time: 1.467, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1578, s0.acc: 94.2725, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1898, s1.loss_cls: 0.0720, s1.acc: 94.7017, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0894, s2.loss_cls: 0.0364, s2.acc: 94.5865, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0423, loss: 1.0436 2022-05-14 17:25:06,155 - mmdet - INFO - Epoch [20][5050/7330] lr: 1.000e-04, eta: 2 days, 1:28:31, time: 1.466, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1523, s0.acc: 94.4329, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1888, s1.loss_cls: 0.0705, s1.acc: 94.8171, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0879, s2.loss_cls: 0.0362, s2.acc: 94.5674, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0415, loss: 1.0331 2022-05-14 17:26:18,997 - mmdet - INFO - Epoch [20][5100/7330] lr: 1.000e-04, eta: 2 days, 1:27:15, time: 1.456, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1611, s0.loss_cls: 0.1463, s0.acc: 94.6428, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1806, s1.loss_cls: 0.0679, s1.acc: 95.0272, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0854, s2.loss_cls: 0.0350, s2.acc: 94.8223, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0404, loss: 0.9914 2022-05-14 17:27:32,305 - mmdet - INFO - Epoch [20][5150/7330] lr: 1.000e-04, eta: 2 days, 1:26:00, time: 1.467, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1607, s0.acc: 94.0569, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1930, s1.loss_cls: 0.0751, s1.acc: 94.4751, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0909, s2.loss_cls: 0.0382, s2.acc: 94.3102, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0432, loss: 1.0648 2022-05-14 17:28:45,002 - mmdet - INFO - Epoch [20][5200/7330] lr: 1.000e-04, eta: 2 days, 1:24:44, time: 1.454, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1469, s0.acc: 94.6707, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1894, s1.loss_cls: 0.0687, s1.acc: 95.0591, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0893, s2.loss_cls: 0.0353, s2.acc: 94.8610, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0422, loss: 1.0197 2022-05-14 17:29:57,372 - mmdet - INFO - Epoch [20][5250/7330] lr: 1.000e-04, eta: 2 days, 1:23:27, time: 1.447, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1587, s0.loss_cls: 0.1455, s0.acc: 94.6680, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1867, s1.loss_cls: 0.0672, s1.acc: 95.0747, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0878, s2.loss_cls: 0.0346, s2.acc: 94.8240, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0413, loss: 1.0093 2022-05-14 17:31:10,098 - mmdet - INFO - Epoch [20][5300/7330] lr: 1.000e-04, eta: 2 days, 1:22:11, time: 1.455, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1609, s0.loss_cls: 0.1456, s0.acc: 94.5920, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1849, s1.loss_cls: 0.0671, s1.acc: 95.0738, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0875, s2.loss_cls: 0.0344, s2.acc: 94.9160, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0411, loss: 1.0100 2022-05-14 17:32:23,280 - mmdet - INFO - Epoch [20][5350/7330] lr: 1.000e-04, eta: 2 days, 1:20:56, time: 1.463, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1645, s0.loss_cls: 0.1478, s0.acc: 94.6396, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1876, s1.loss_cls: 0.0688, s1.acc: 94.9661, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0881, s2.loss_cls: 0.0351, s2.acc: 94.7273, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0415, loss: 1.0244 2022-05-14 17:33:36,530 - mmdet - INFO - Epoch [20][5400/7330] lr: 1.000e-04, eta: 2 days, 1:19:40, time: 1.466, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1511, s0.acc: 94.4849, s0.loss_bbox: 0.0918, s0.loss_mask: 0.1984, s1.loss_cls: 0.0681, s1.acc: 95.0212, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0920, s2.loss_cls: 0.0353, s2.acc: 94.7129, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0431, loss: 1.0587 2022-05-14 17:34:49,393 - mmdet - INFO - Epoch [20][5450/7330] lr: 1.000e-04, eta: 2 days, 1:18:25, time: 1.457, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1561, s0.loss_cls: 0.1460, s0.acc: 94.5649, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1912, s1.loss_cls: 0.0671, s1.acc: 94.9985, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0889, s2.loss_cls: 0.0344, s2.acc: 94.8255, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0417, loss: 1.0084 2022-05-14 17:36:02,285 - mmdet - INFO - Epoch [20][5500/7330] lr: 1.000e-04, eta: 2 days, 1:17:09, time: 1.458, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1595, s0.loss_cls: 0.1489, s0.acc: 94.5247, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1936, s1.loss_cls: 0.0680, s1.acc: 94.9875, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0911, s2.loss_cls: 0.0351, s2.acc: 94.7990, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0429, loss: 1.0180 2022-05-14 17:37:15,145 - mmdet - INFO - Epoch [20][5550/7330] lr: 1.000e-04, eta: 2 days, 1:15:53, time: 1.457, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1612, s0.loss_cls: 0.1512, s0.acc: 94.4189, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1914, s1.loss_cls: 0.0692, s1.acc: 94.9085, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0902, s2.loss_cls: 0.0355, s2.acc: 94.7331, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0428, loss: 1.0315 2022-05-14 17:38:27,720 - mmdet - INFO - Epoch [20][5600/7330] lr: 1.000e-04, eta: 2 days, 1:14:37, time: 1.451, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1551, s0.loss_cls: 0.1488, s0.acc: 94.5730, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1901, s1.loss_cls: 0.0674, s1.acc: 95.0873, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0895, s2.loss_cls: 0.0342, s2.acc: 94.9539, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0420, loss: 1.0182 2022-05-14 17:39:41,440 - mmdet - INFO - Epoch [20][5650/7330] lr: 1.000e-04, eta: 2 days, 1:13:22, time: 1.474, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1600, s0.loss_cls: 0.1491, s0.acc: 94.5291, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1857, s1.loss_cls: 0.0688, s1.acc: 95.0239, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0872, s2.loss_cls: 0.0346, s2.acc: 94.8087, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0413, loss: 1.0093 2022-05-14 17:40:53,650 - mmdet - INFO - Epoch [20][5700/7330] lr: 1.000e-04, eta: 2 days, 1:12:05, time: 1.444, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1423, s0.acc: 94.7012, s0.loss_bbox: 0.0827, s0.loss_mask: 0.1883, s1.loss_cls: 0.0660, s1.acc: 95.0597, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0893, s2.loss_cls: 0.0334, s2.acc: 94.9582, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0420, loss: 1.0016 2022-05-14 17:42:07,758 - mmdet - INFO - Epoch [20][5750/7330] lr: 1.000e-04, eta: 2 days, 1:10:51, time: 1.482, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1626, s0.loss_cls: 0.1465, s0.acc: 94.5735, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1854, s1.loss_cls: 0.0679, s1.acc: 95.0326, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0874, s2.loss_cls: 0.0351, s2.acc: 94.8153, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0415, loss: 1.0134 2022-05-14 17:43:20,389 - mmdet - INFO - Epoch [20][5800/7330] lr: 1.000e-04, eta: 2 days, 1:09:35, time: 1.453, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1649, s0.loss_cls: 0.1498, s0.acc: 94.4890, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1889, s1.loss_cls: 0.0690, s1.acc: 94.9608, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0890, s2.loss_cls: 0.0346, s2.acc: 94.8339, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0422, loss: 1.0293 2022-05-14 17:44:33,457 - mmdet - INFO - Epoch [20][5850/7330] lr: 1.000e-04, eta: 2 days, 1:08:19, time: 1.461, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1683, s0.loss_cls: 0.1405, s0.acc: 94.6953, s0.loss_bbox: 0.0809, s0.loss_mask: 0.1865, s1.loss_cls: 0.0647, s1.acc: 95.1584, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0875, s2.loss_cls: 0.0332, s2.acc: 94.9882, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0418, loss: 0.9961 2022-05-14 17:45:46,220 - mmdet - INFO - Epoch [20][5900/7330] lr: 1.000e-04, eta: 2 days, 1:07:03, time: 1.455, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1646, s0.loss_cls: 0.1380, s0.acc: 94.9500, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1898, s1.loss_cls: 0.0635, s1.acc: 95.3564, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0905, s2.loss_cls: 0.0324, s2.acc: 95.1983, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0426, loss: 0.9979 2022-05-14 17:46:58,600 - mmdet - INFO - Epoch [20][5950/7330] lr: 1.000e-04, eta: 2 days, 1:05:47, time: 1.448, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1645, s0.loss_cls: 0.1438, s0.acc: 94.7749, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1914, s1.loss_cls: 0.0661, s1.acc: 95.1921, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0910, s2.loss_cls: 0.0335, s2.acc: 95.0345, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0432, loss: 1.0149 2022-05-14 17:48:12,362 - mmdet - INFO - Epoch [20][6000/7330] lr: 1.000e-04, eta: 2 days, 1:04:32, time: 1.475, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1739, s0.loss_cls: 0.1497, s0.acc: 94.4448, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1915, s1.loss_cls: 0.0695, s1.acc: 94.8493, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0912, s2.loss_cls: 0.0350, s2.acc: 94.6882, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0431, loss: 1.0523 2022-05-14 17:49:25,906 - mmdet - INFO - Epoch [20][6050/7330] lr: 1.000e-04, eta: 2 days, 1:03:17, time: 1.471, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1668, s0.loss_cls: 0.1476, s0.acc: 94.4402, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1899, s1.loss_cls: 0.0684, s1.acc: 94.9398, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0898, s2.loss_cls: 0.0348, s2.acc: 94.7215, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0426, loss: 1.0352 2022-05-14 17:50:40,302 - mmdet - INFO - Epoch [20][6100/7330] lr: 1.000e-04, eta: 2 days, 1:02:02, time: 1.488, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1566, s0.loss_cls: 0.1474, s0.acc: 94.4597, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1815, s1.loss_cls: 0.0688, s1.acc: 94.8642, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0858, s2.loss_cls: 0.0351, s2.acc: 94.7373, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0407, loss: 1.0026 2022-05-14 17:51:52,242 - mmdet - INFO - Epoch [20][6150/7330] lr: 1.000e-04, eta: 2 days, 1:00:46, time: 1.439, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1532, s0.loss_cls: 0.1556, s0.acc: 94.2009, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1916, s1.loss_cls: 0.0722, s1.acc: 94.6099, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0908, s2.loss_cls: 0.0368, s2.acc: 94.4675, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0432, loss: 1.0423 2022-05-14 17:53:05,361 - mmdet - INFO - Epoch [20][6200/7330] lr: 1.000e-04, eta: 2 days, 0:59:30, time: 1.463, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1507, s0.acc: 94.4941, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1904, s1.loss_cls: 0.0686, s1.acc: 95.0274, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0899, s2.loss_cls: 0.0354, s2.acc: 94.8228, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0420, loss: 1.0151 2022-05-14 17:54:19,123 - mmdet - INFO - Epoch [20][6250/7330] lr: 1.000e-04, eta: 2 days, 0:58:15, time: 1.475, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1613, s0.loss_cls: 0.1540, s0.acc: 94.5564, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1888, s1.loss_cls: 0.0708, s1.acc: 95.0161, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0894, s2.loss_cls: 0.0360, s2.acc: 94.8379, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0421, loss: 1.0370 2022-05-14 17:55:31,446 - mmdet - INFO - Epoch [20][6300/7330] lr: 1.000e-04, eta: 2 days, 0:56:59, time: 1.446, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1579, s0.loss_cls: 0.1521, s0.acc: 94.5347, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1885, s1.loss_cls: 0.0709, s1.acc: 94.9494, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0894, s2.loss_cls: 0.0358, s2.acc: 94.7530, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0419, loss: 1.0233 2022-05-14 17:56:44,835 - mmdet - INFO - Epoch [20][6350/7330] lr: 1.000e-04, eta: 2 days, 0:55:43, time: 1.468, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1652, s0.loss_cls: 0.1515, s0.acc: 94.4709, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1870, s1.loss_cls: 0.0695, s1.acc: 95.0185, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0883, s2.loss_cls: 0.0350, s2.acc: 94.8592, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0414, loss: 1.0366 2022-05-14 17:57:58,015 - mmdet - INFO - Epoch [20][6400/7330] lr: 1.000e-04, eta: 2 days, 0:54:28, time: 1.463, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1693, s0.loss_cls: 0.1400, s0.acc: 94.7551, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1857, s1.loss_cls: 0.0639, s1.acc: 95.1949, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0880, s2.loss_cls: 0.0334, s2.acc: 94.8602, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0417, loss: 1.0101 2022-05-14 17:59:10,607 - mmdet - INFO - Epoch [20][6450/7330] lr: 1.000e-04, eta: 2 days, 0:53:12, time: 1.452, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1613, s0.loss_cls: 0.1362, s0.acc: 94.9460, s0.loss_bbox: 0.0783, s0.loss_mask: 0.1795, s1.loss_cls: 0.0634, s1.acc: 95.3399, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0848, s2.loss_cls: 0.0331, s2.acc: 95.0598, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0404, loss: 0.9655 2022-05-14 18:00:24,711 - mmdet - INFO - Epoch [20][6500/7330] lr: 1.000e-04, eta: 2 days, 0:51:57, time: 1.482, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1659, s0.loss_cls: 0.1541, s0.acc: 94.3662, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1846, s1.loss_cls: 0.0707, s1.acc: 94.7901, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0875, s2.loss_cls: 0.0358, s2.acc: 94.6710, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0415, loss: 1.0295 2022-05-14 18:01:37,619 - mmdet - INFO - Epoch [20][6550/7330] lr: 1.000e-04, eta: 2 days, 0:50:41, time: 1.458, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1662, s0.loss_cls: 0.1526, s0.acc: 94.4478, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1902, s1.loss_cls: 0.0706, s1.acc: 94.8000, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0894, s2.loss_cls: 0.0360, s2.acc: 94.6157, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0422, loss: 1.0361 2022-05-14 18:02:51,566 - mmdet - INFO - Epoch [20][6600/7330] lr: 1.000e-04, eta: 2 days, 0:49:26, time: 1.479, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1737, s0.loss_cls: 0.1459, s0.acc: 94.6455, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1862, s1.loss_cls: 0.0667, s1.acc: 95.1584, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0879, s2.loss_cls: 0.0345, s2.acc: 94.9053, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0417, loss: 1.0247 2022-05-14 18:04:06,482 - mmdet - INFO - Epoch [20][6650/7330] lr: 1.000e-04, eta: 2 days, 0:48:12, time: 1.498, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1544, s0.loss_cls: 0.1544, s0.acc: 94.2783, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1847, s1.loss_cls: 0.0708, s1.acc: 94.7956, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0878, s2.loss_cls: 0.0357, s2.acc: 94.7124, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0417, loss: 1.0190 2022-05-14 18:05:20,023 - mmdet - INFO - Epoch [20][6700/7330] lr: 1.000e-04, eta: 2 days, 0:46:57, time: 1.471, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1514, s0.acc: 94.4336, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1873, s1.loss_cls: 0.0694, s1.acc: 94.9371, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0886, s2.loss_cls: 0.0357, s2.acc: 94.6701, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0419, loss: 1.0319 2022-05-14 18:06:33,220 - mmdet - INFO - Epoch [20][6750/7330] lr: 1.000e-04, eta: 2 days, 0:45:42, time: 1.462, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1606, s0.loss_cls: 0.1466, s0.acc: 94.6726, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1869, s1.loss_cls: 0.0674, s1.acc: 95.2038, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0884, s2.loss_cls: 0.0342, s2.acc: 94.9538, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0413, loss: 1.0150 2022-05-14 18:07:46,457 - mmdet - INFO - Epoch [20][6800/7330] lr: 1.000e-04, eta: 2 days, 0:44:26, time: 1.467, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1458, s0.acc: 94.5386, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1837, s1.loss_cls: 0.0655, s1.acc: 95.1195, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0865, s2.loss_cls: 0.0334, s2.acc: 94.9713, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0412, loss: 0.9974 2022-05-14 18:08:58,645 - mmdet - INFO - Epoch [20][6850/7330] lr: 1.000e-04, eta: 2 days, 0:43:10, time: 1.444, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1566, s0.loss_cls: 0.1460, s0.acc: 94.5388, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1884, s1.loss_cls: 0.0677, s1.acc: 94.9722, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0890, s2.loss_cls: 0.0348, s2.acc: 94.7667, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0418, loss: 1.0102 2022-05-14 18:10:13,201 - mmdet - INFO - Epoch [20][6900/7330] lr: 1.000e-04, eta: 2 days, 0:41:55, time: 1.490, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1480, s0.acc: 94.4580, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1862, s1.loss_cls: 0.0680, s1.acc: 94.9838, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0884, s2.loss_cls: 0.0351, s2.acc: 94.7865, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0417, loss: 1.0178 2022-05-14 18:11:26,519 - mmdet - INFO - Epoch [20][6950/7330] lr: 1.000e-04, eta: 2 days, 0:40:40, time: 1.468, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1536, s0.acc: 94.3633, s0.loss_bbox: 0.0896, s0.loss_mask: 0.1892, s1.loss_cls: 0.0707, s1.acc: 94.7367, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0894, s2.loss_cls: 0.0364, s2.acc: 94.4836, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0422, loss: 1.0375 2022-05-14 18:12:40,808 - mmdet - INFO - Epoch [20][7000/7330] lr: 1.000e-04, eta: 2 days, 0:39:25, time: 1.486, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1659, s0.loss_cls: 0.1571, s0.acc: 94.2192, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1858, s1.loss_cls: 0.0732, s1.acc: 94.6030, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0884, s2.loss_cls: 0.0369, s2.acc: 94.4952, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0418, loss: 1.0399 2022-05-14 18:13:54,731 - mmdet - INFO - Epoch [20][7050/7330] lr: 1.000e-04, eta: 2 days, 0:38:11, time: 1.478, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1635, s0.loss_cls: 0.1468, s0.acc: 94.6511, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1905, s1.loss_cls: 0.0677, s1.acc: 95.1122, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0900, s2.loss_cls: 0.0345, s2.acc: 94.9273, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0426, loss: 1.0212 2022-05-14 18:15:08,313 - mmdet - INFO - Epoch [20][7100/7330] lr: 1.000e-04, eta: 2 days, 0:36:55, time: 1.472, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1480, s0.acc: 94.5085, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1943, s1.loss_cls: 0.0670, s1.acc: 95.0213, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0925, s2.loss_cls: 0.0344, s2.acc: 94.6971, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0434, loss: 1.0351 2022-05-14 18:16:22,025 - mmdet - INFO - Epoch [20][7150/7330] lr: 1.000e-04, eta: 2 days, 0:35:40, time: 1.474, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1521, s0.acc: 94.5159, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1891, s1.loss_cls: 0.0704, s1.acc: 94.9390, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0892, s2.loss_cls: 0.0359, s2.acc: 94.6825, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0419, loss: 1.0290 2022-05-14 18:17:35,342 - mmdet - INFO - Epoch [20][7200/7330] lr: 1.000e-04, eta: 2 days, 0:34:25, time: 1.467, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1615, s0.loss_cls: 0.1492, s0.acc: 94.5054, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1906, s1.loss_cls: 0.0682, s1.acc: 95.0138, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0894, s2.loss_cls: 0.0350, s2.acc: 94.8173, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0420, loss: 1.0171 2022-05-14 18:18:48,592 - mmdet - INFO - Epoch [20][7250/7330] lr: 1.000e-04, eta: 2 days, 0:33:09, time: 1.465, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1592, s0.loss_cls: 0.1559, s0.acc: 94.2012, s0.loss_bbox: 0.0913, s0.loss_mask: 0.1920, s1.loss_cls: 0.0721, s1.acc: 94.6474, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0908, s2.loss_cls: 0.0370, s2.acc: 94.4160, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0430, loss: 1.0527 2022-05-14 18:20:01,503 - mmdet - INFO - Epoch [20][7300/7330] lr: 1.000e-04, eta: 2 days, 0:31:54, time: 1.458, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1409, s0.acc: 94.7439, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1881, s1.loss_cls: 0.0649, s1.acc: 95.1734, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0884, s2.loss_cls: 0.0332, s2.acc: 95.0165, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0419, loss: 1.0045 2022-05-14 18:21:02,570 - mmdet - INFO - Saving checkpoint at 20 epochs 2022-05-14 18:26:21,658 - mmdet - INFO - Evaluating bbox... 2022-05-14 18:27:06,348 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.565 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.752 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.622 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.416 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.597 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.704 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.731 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.731 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.731 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.768 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.862 2022-05-14 18:27:06,352 - mmdet - INFO - Evaluating segm... 2022-05-14 18:27:56,050 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.493 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.732 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.544 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 ] = 0.522 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.681 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.487 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.672 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.784 2022-05-14 18:27:57,040 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 18:27:57,042 - mmdet - INFO - Epoch(val) [20][313] bbox_mAP: 0.5650, bbox_mAP_50: 0.7520, bbox_mAP_75: 0.6220, bbox_mAP_s: 0.4160, bbox_mAP_m: 0.5970, bbox_mAP_l: 0.7040, bbox_mAP_copypaste: 0.565 0.752 0.622 0.416 0.597 0.704, segm_mAP: 0.4930, segm_mAP_50: 0.7320, segm_mAP_75: 0.5440, segm_mAP_s: 0.3090, segm_mAP_m: 0.5220, segm_mAP_l: 0.6810, segm_mAP_copypaste: 0.493 0.732 0.544 0.309 0.522 0.681 2022-05-14 18:33:40,884 - mmdet - INFO - Epoch [21][50/7330] lr: 1.000e-04, eta: 2 days, 0:32:54, time: 6.876, data_time: 5.413, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1399, s0.acc: 94.9719, s0.loss_bbox: 0.0776, s0.loss_mask: 0.1819, s1.loss_cls: 0.0639, s1.acc: 95.4679, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0864, s2.loss_cls: 0.0322, s2.acc: 95.2608, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0410, loss: 0.9727 2022-05-14 18:34:55,653 - mmdet - INFO - Epoch [21][100/7330] lr: 1.000e-04, eta: 2 days, 0:31:40, time: 1.494, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1476, s0.loss_cls: 0.1456, s0.acc: 94.5686, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1871, s1.loss_cls: 0.0658, s1.acc: 95.0517, s1.loss_bbox: 0.0996, s1.loss_mask: 0.0893, s2.loss_cls: 0.0344, s2.acc: 94.8098, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0421, loss: 1.0063 2022-05-14 18:36:09,349 - mmdet - INFO - Epoch [21][150/7330] lr: 1.000e-04, eta: 2 days, 0:30:25, time: 1.475, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1603, s0.loss_cls: 0.1488, s0.acc: 94.4465, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1843, s1.loss_cls: 0.0693, s1.acc: 94.9073, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0874, s2.loss_cls: 0.0352, s2.acc: 94.7436, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0416, loss: 1.0174 2022-05-14 18:37:24,186 - mmdet - INFO - Epoch [21][200/7330] lr: 1.000e-04, eta: 2 days, 0:29:10, time: 1.497, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1441, s0.acc: 94.6750, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1816, s1.loss_cls: 0.0659, s1.acc: 95.1925, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0858, s2.loss_cls: 0.0345, s2.acc: 94.9503, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0407, loss: 1.0046 2022-05-14 18:38:38,244 - mmdet - INFO - Epoch [21][250/7330] lr: 1.000e-04, eta: 2 days, 0:27:55, time: 1.481, data_time: 0.028, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1555, s0.loss_cls: 0.1481, s0.acc: 94.5371, s0.loss_bbox: 0.0805, s0.loss_mask: 0.1861, s1.loss_cls: 0.0678, s1.acc: 94.9995, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0875, s2.loss_cls: 0.0350, s2.acc: 94.8193, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0416, loss: 1.0022 2022-05-14 18:39:51,884 - mmdet - INFO - Epoch [21][300/7330] lr: 1.000e-04, eta: 2 days, 0:26:40, time: 1.472, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1536, s0.loss_cls: 0.1446, s0.acc: 94.5479, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1862, s1.loss_cls: 0.0670, s1.acc: 95.0633, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0885, s2.loss_cls: 0.0349, s2.acc: 94.7487, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0415, loss: 1.0070 2022-05-14 18:41:05,410 - mmdet - INFO - Epoch [21][350/7330] lr: 1.000e-04, eta: 2 days, 0:25:25, time: 1.470, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1479, s0.loss_cls: 0.1476, s0.acc: 94.5420, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1874, s1.loss_cls: 0.0669, s1.acc: 95.0897, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0890, s2.loss_cls: 0.0341, s2.acc: 94.8953, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0423, loss: 1.0016 2022-05-14 18:42:18,505 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 18:42:18,506 - mmdet - INFO - Epoch [21][400/7330] lr: 1.000e-04, eta: 2 days, 0:24:09, time: 1.462, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1581, s0.loss_cls: 0.1485, s0.acc: 94.4866, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1932, s1.loss_cls: 0.0683, s1.acc: 94.9671, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0913, s2.loss_cls: 0.0343, s2.acc: 94.6949, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0431, loss: 1.0289 2022-05-14 18:43:32,417 - mmdet - INFO - Epoch [21][450/7330] lr: 1.000e-04, eta: 2 days, 0:22:54, time: 1.478, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1454, s0.acc: 94.6565, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1872, s1.loss_cls: 0.0673, s1.acc: 95.1105, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0891, s2.loss_cls: 0.0344, s2.acc: 94.9217, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0423, loss: 1.0053 2022-05-14 18:44:46,189 - mmdet - INFO - Epoch [21][500/7330] lr: 1.000e-04, eta: 2 days, 0:21:39, time: 1.475, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1568, s0.loss_cls: 0.1408, s0.acc: 94.8594, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1873, s1.loss_cls: 0.0639, s1.acc: 95.3313, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0892, s2.loss_cls: 0.0323, s2.acc: 95.2694, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0423, loss: 0.9902 2022-05-14 18:45:59,777 - mmdet - INFO - Epoch [21][550/7330] lr: 1.000e-04, eta: 2 days, 0:20:24, time: 1.472, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1632, s0.loss_cls: 0.1425, s0.acc: 94.7385, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1848, s1.loss_cls: 0.0648, s1.acc: 95.1916, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0865, s2.loss_cls: 0.0329, s2.acc: 95.1172, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0411, loss: 0.9997 2022-05-14 18:47:13,739 - mmdet - INFO - Epoch [21][600/7330] lr: 1.000e-04, eta: 2 days, 0:19:09, time: 1.479, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1580, s0.loss_cls: 0.1437, s0.acc: 94.7253, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1813, s1.loss_cls: 0.0649, s1.acc: 95.2454, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0855, s2.loss_cls: 0.0327, s2.acc: 95.1109, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0406, loss: 0.9828 2022-05-14 18:48:27,815 - mmdet - INFO - Epoch [21][650/7330] lr: 1.000e-04, eta: 2 days, 0:17:54, time: 1.481, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0301, loss_semantic_seg: 0.1576, s0.loss_cls: 0.1483, s0.acc: 94.5576, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1951, s1.loss_cls: 0.0682, s1.acc: 95.0370, s1.loss_bbox: 0.1016, s1.loss_mask: 0.0918, s2.loss_cls: 0.0354, s2.acc: 94.6912, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0433, loss: 1.0487 2022-05-14 18:49:41,137 - mmdet - INFO - Epoch [21][700/7330] lr: 1.000e-04, eta: 2 days, 0:16:38, time: 1.467, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1594, s0.loss_cls: 0.1414, s0.acc: 94.7593, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1878, s1.loss_cls: 0.0653, s1.acc: 95.1434, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0893, s2.loss_cls: 0.0341, s2.acc: 94.8986, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0424, loss: 1.0053 2022-05-14 18:50:54,101 - mmdet - INFO - Epoch [21][750/7330] lr: 1.000e-04, eta: 2 days, 0:15:22, time: 1.459, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1582, s0.loss_cls: 0.1490, s0.acc: 94.4277, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1947, s1.loss_cls: 0.0679, s1.acc: 94.8166, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0915, s2.loss_cls: 0.0347, s2.acc: 94.6636, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0435, loss: 1.0367 2022-05-14 18:52:06,889 - mmdet - INFO - Epoch [21][800/7330] lr: 1.000e-04, eta: 2 days, 0:14:06, time: 1.456, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1589, s0.loss_cls: 0.1455, s0.acc: 94.7224, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1896, s1.loss_cls: 0.0652, s1.acc: 95.2754, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0893, s2.loss_cls: 0.0329, s2.acc: 95.0682, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0424, loss: 1.0126 2022-05-14 18:53:20,106 - mmdet - INFO - Epoch [21][850/7330] lr: 1.000e-04, eta: 2 days, 0:12:51, time: 1.464, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1556, s0.loss_cls: 0.1465, s0.acc: 94.5613, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1891, s1.loss_cls: 0.0667, s1.acc: 95.0931, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0891, s2.loss_cls: 0.0341, s2.acc: 94.9402, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0424, loss: 1.0123 2022-05-14 18:54:33,015 - mmdet - INFO - Epoch [21][900/7330] lr: 1.000e-04, eta: 2 days, 0:11:35, time: 1.458, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1567, s0.loss_cls: 0.1429, s0.acc: 94.6963, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1882, s1.loss_cls: 0.0654, s1.acc: 95.1161, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0895, s2.loss_cls: 0.0338, s2.acc: 94.8626, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0423, loss: 0.9986 2022-05-14 18:55:46,586 - mmdet - INFO - Epoch [21][950/7330] lr: 1.000e-04, eta: 2 days, 0:10:20, time: 1.471, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1594, s0.acc: 94.2742, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1897, s1.loss_cls: 0.0723, s1.acc: 94.8694, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0901, s2.loss_cls: 0.0369, s2.acc: 94.6798, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0424, loss: 1.0543 2022-05-14 18:56:59,750 - mmdet - INFO - Epoch [21][1000/7330] lr: 1.000e-04, eta: 2 days, 0:09:04, time: 1.464, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1566, s0.loss_cls: 0.1428, s0.acc: 94.7402, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1904, s1.loss_cls: 0.0656, s1.acc: 95.2179, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0904, s2.loss_cls: 0.0330, s2.acc: 95.0450, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0427, loss: 1.0004 2022-05-14 18:58:13,041 - mmdet - INFO - Epoch [21][1050/7330] lr: 1.000e-04, eta: 2 days, 0:07:49, time: 1.464, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1593, s0.loss_cls: 0.1499, s0.acc: 94.5042, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1901, s1.loss_cls: 0.0689, s1.acc: 94.9421, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0898, s2.loss_cls: 0.0350, s2.acc: 94.7633, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0427, loss: 1.0231 2022-05-14 18:59:25,935 - mmdet - INFO - Epoch [21][1100/7330] lr: 1.000e-04, eta: 2 days, 0:06:33, time: 1.460, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1466, s0.loss_cls: 0.1435, s0.acc: 94.6306, s0.loss_bbox: 0.0827, s0.loss_mask: 0.1871, s1.loss_cls: 0.0663, s1.acc: 95.0859, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0880, s2.loss_cls: 0.0341, s2.acc: 94.8551, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0415, loss: 0.9913 2022-05-14 19:00:39,119 - mmdet - INFO - Epoch [21][1150/7330] lr: 1.000e-04, eta: 2 days, 0:05:17, time: 1.464, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1351, s0.acc: 94.9260, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1830, s1.loss_cls: 0.0612, s1.acc: 95.4581, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0864, s2.loss_cls: 0.0318, s2.acc: 95.2670, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0409, loss: 0.9765 2022-05-14 19:01:51,542 - mmdet - INFO - Epoch [21][1200/7330] lr: 1.000e-04, eta: 2 days, 0:04:01, time: 1.449, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1582, s0.loss_cls: 0.1398, s0.acc: 94.9116, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1850, s1.loss_cls: 0.0643, s1.acc: 95.3229, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0870, s2.loss_cls: 0.0324, s2.acc: 95.1995, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0412, loss: 0.9891 2022-05-14 19:03:05,485 - mmdet - INFO - Epoch [21][1250/7330] lr: 1.000e-04, eta: 2 days, 0:02:46, time: 1.478, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1568, s0.loss_cls: 0.1479, s0.acc: 94.4541, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1874, s1.loss_cls: 0.0686, s1.acc: 94.8801, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0883, s2.loss_cls: 0.0348, s2.acc: 94.7804, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0417, loss: 1.0098 2022-05-14 19:04:19,777 - mmdet - INFO - Epoch [21][1300/7330] lr: 1.000e-04, eta: 2 days, 0:01:31, time: 1.486, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1585, s0.loss_cls: 0.1540, s0.acc: 94.2996, s0.loss_bbox: 0.0906, s0.loss_mask: 0.1889, s1.loss_cls: 0.0717, s1.acc: 94.7468, s1.loss_bbox: 0.1008, s1.loss_mask: 0.0894, s2.loss_cls: 0.0369, s2.acc: 94.4077, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0424, loss: 1.0446 2022-05-14 19:05:32,504 - mmdet - INFO - Epoch [21][1350/7330] lr: 1.000e-04, eta: 2 days, 0:00:15, time: 1.455, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1604, s0.loss_cls: 0.1463, s0.acc: 94.6340, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1861, s1.loss_cls: 0.0668, s1.acc: 95.1584, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0872, s2.loss_cls: 0.0340, s2.acc: 94.9092, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0414, loss: 1.0045 2022-05-14 19:06:44,936 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 19:06:44,937 - mmdet - INFO - Epoch [21][1400/7330] lr: 1.000e-04, eta: 1 day, 23:58:59, time: 1.449, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1626, s0.loss_cls: 0.1478, s0.acc: 94.5591, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1867, s1.loss_cls: 0.0679, s1.acc: 95.0590, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0880, s2.loss_cls: 0.0352, s2.acc: 94.7929, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0415, loss: 1.0197 2022-05-14 19:07:57,957 - mmdet - INFO - Epoch [21][1450/7330] lr: 1.000e-04, eta: 1 day, 23:57:43, time: 1.460, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1569, s0.loss_cls: 0.1519, s0.acc: 94.4216, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1885, s1.loss_cls: 0.0694, s1.acc: 94.9940, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0894, s2.loss_cls: 0.0352, s2.acc: 94.7999, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0424, loss: 1.0187 2022-05-14 19:09:10,405 - mmdet - INFO - Epoch [21][1500/7330] lr: 1.000e-04, eta: 1 day, 23:56:27, time: 1.449, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1492, s0.acc: 94.4573, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1921, s1.loss_cls: 0.0690, s1.acc: 94.8870, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0914, s2.loss_cls: 0.0346, s2.acc: 94.8011, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0434, loss: 1.0292 2022-05-14 19:10:22,887 - mmdet - INFO - Epoch [21][1550/7330] lr: 1.000e-04, eta: 1 day, 23:55:11, time: 1.450, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1525, s0.loss_cls: 0.1396, s0.acc: 94.8323, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1833, s1.loss_cls: 0.0633, s1.acc: 95.3719, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0863, s2.loss_cls: 0.0322, s2.acc: 95.2383, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0407, loss: 0.9757 2022-05-14 19:11:35,581 - mmdet - INFO - Epoch [21][1600/7330] lr: 1.000e-04, eta: 1 day, 23:53:55, time: 1.454, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1558, s0.loss_cls: 0.1485, s0.acc: 94.4666, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1863, s1.loss_cls: 0.0688, s1.acc: 94.9508, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0881, s2.loss_cls: 0.0354, s2.acc: 94.6577, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0417, loss: 1.0133 2022-05-14 19:12:49,076 - mmdet - INFO - Epoch [21][1650/7330] lr: 1.000e-04, eta: 1 day, 23:52:40, time: 1.470, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1433, s0.acc: 94.7749, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1819, s1.loss_cls: 0.0660, s1.acc: 95.2426, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0853, s2.loss_cls: 0.0332, s2.acc: 95.1833, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0401, loss: 0.9888 2022-05-14 19:14:01,773 - mmdet - INFO - Epoch [21][1700/7330] lr: 1.000e-04, eta: 1 day, 23:51:24, time: 1.454, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1549, s0.loss_cls: 0.1489, s0.acc: 94.4680, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1892, s1.loss_cls: 0.0695, s1.acc: 94.8438, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0895, s2.loss_cls: 0.0356, s2.acc: 94.7113, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0424, loss: 1.0203 2022-05-14 19:15:17,098 - mmdet - INFO - Epoch [21][1750/7330] lr: 1.000e-04, eta: 1 day, 23:50:10, time: 1.506, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1523, s0.loss_cls: 0.1465, s0.acc: 94.5540, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1866, s1.loss_cls: 0.0685, s1.acc: 95.0230, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0884, s2.loss_cls: 0.0352, s2.acc: 94.7962, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0416, loss: 1.0082 2022-05-14 19:16:30,662 - mmdet - INFO - Epoch [21][1800/7330] lr: 1.000e-04, eta: 1 day, 23:48:55, time: 1.471, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1637, s0.loss_cls: 0.1479, s0.acc: 94.5803, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1871, s1.loss_cls: 0.0680, s1.acc: 95.1191, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0884, s2.loss_cls: 0.0354, s2.acc: 94.8000, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0417, loss: 1.0225 2022-05-14 19:17:44,110 - mmdet - INFO - Epoch [21][1850/7330] lr: 1.000e-04, eta: 1 day, 23:47:39, time: 1.469, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1469, s0.acc: 94.5830, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1901, s1.loss_cls: 0.0675, s1.acc: 95.0692, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0899, s2.loss_cls: 0.0344, s2.acc: 94.9686, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0424, loss: 1.0316 2022-05-14 19:18:57,492 - mmdet - INFO - Epoch [21][1900/7330] lr: 1.000e-04, eta: 1 day, 23:46:24, time: 1.468, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1545, s0.loss_cls: 0.1488, s0.acc: 94.4905, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1958, s1.loss_cls: 0.0684, s1.acc: 94.8576, s1.loss_bbox: 0.1026, s1.loss_mask: 0.0925, s2.loss_cls: 0.0347, s2.acc: 94.7905, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0438, loss: 1.0418 2022-05-14 19:20:09,659 - mmdet - INFO - Epoch [21][1950/7330] lr: 1.000e-04, eta: 1 day, 23:45:07, time: 1.443, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1556, s0.loss_cls: 0.1385, s0.acc: 94.8992, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1832, s1.loss_cls: 0.0638, s1.acc: 95.3500, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0864, s2.loss_cls: 0.0324, s2.acc: 95.2551, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0408, loss: 0.9771 2022-05-14 19:21:23,055 - mmdet - INFO - Epoch [21][2000/7330] lr: 1.000e-04, eta: 1 day, 23:43:52, time: 1.468, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1647, s0.loss_cls: 0.1455, s0.acc: 94.5564, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1898, s1.loss_cls: 0.0681, s1.acc: 94.9970, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0902, s2.loss_cls: 0.0349, s2.acc: 94.7600, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0430, loss: 1.0283 2022-05-14 19:22:36,363 - mmdet - INFO - Epoch [21][2050/7330] lr: 1.000e-04, eta: 1 day, 23:42:37, time: 1.466, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1608, s0.loss_cls: 0.1415, s0.acc: 94.7349, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1844, s1.loss_cls: 0.0655, s1.acc: 95.1801, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0881, s2.loss_cls: 0.0330, s2.acc: 94.9144, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0417, loss: 0.9874 2022-05-14 19:23:49,984 - mmdet - INFO - Epoch [21][2100/7330] lr: 1.000e-04, eta: 1 day, 23:41:21, time: 1.472, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0283, loss_semantic_seg: 0.1543, s0.loss_cls: 0.1450, s0.acc: 94.7031, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1848, s1.loss_cls: 0.0658, s1.acc: 95.2000, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0874, s2.loss_cls: 0.0334, s2.acc: 94.9960, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0413, loss: 1.0008 2022-05-14 19:25:03,224 - mmdet - INFO - Epoch [21][2150/7330] lr: 1.000e-04, eta: 1 day, 23:40:06, time: 1.465, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1638, s0.loss_cls: 0.1473, s0.acc: 94.6084, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1869, s1.loss_cls: 0.0666, s1.acc: 95.1222, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0893, s2.loss_cls: 0.0341, s2.acc: 95.0202, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0424, loss: 1.0173 2022-05-14 19:26:16,008 - mmdet - INFO - Epoch [21][2200/7330] lr: 1.000e-04, eta: 1 day, 23:38:50, time: 1.456, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1531, s0.loss_cls: 0.1513, s0.acc: 94.3584, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1896, s1.loss_cls: 0.0702, s1.acc: 94.7594, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0901, s2.loss_cls: 0.0363, s2.acc: 94.5102, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0425, loss: 1.0284 2022-05-14 19:27:29,802 - mmdet - INFO - Epoch [21][2250/7330] lr: 1.000e-04, eta: 1 day, 23:37:35, time: 1.476, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1498, s0.acc: 94.5474, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1853, s1.loss_cls: 0.0685, s1.acc: 94.9753, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0874, s2.loss_cls: 0.0350, s2.acc: 94.8197, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0414, loss: 1.0164 2022-05-14 19:28:42,327 - mmdet - INFO - Epoch [21][2300/7330] lr: 1.000e-04, eta: 1 day, 23:36:19, time: 1.451, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1592, s0.loss_cls: 0.1444, s0.acc: 94.6514, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1914, s1.loss_cls: 0.0673, s1.acc: 95.1157, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0905, s2.loss_cls: 0.0344, s2.acc: 94.7761, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0430, loss: 1.0160 2022-05-14 19:29:55,745 - mmdet - INFO - Epoch [21][2350/7330] lr: 1.000e-04, eta: 1 day, 23:35:03, time: 1.468, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1610, s0.loss_cls: 0.1451, s0.acc: 94.6428, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1792, s1.loss_cls: 0.0671, s1.acc: 95.0665, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0849, s2.loss_cls: 0.0342, s2.acc: 94.9105, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0403, loss: 0.9936 2022-05-14 19:31:08,761 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 19:31:08,764 - mmdet - INFO - Epoch [21][2400/7330] lr: 1.000e-04, eta: 1 day, 23:33:48, time: 1.460, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1535, s0.loss_cls: 0.1389, s0.acc: 94.9529, s0.loss_bbox: 0.0799, s0.loss_mask: 0.1863, s1.loss_cls: 0.0636, s1.acc: 95.4869, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0883, s2.loss_cls: 0.0329, s2.acc: 95.1758, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0418, loss: 0.9795 2022-05-14 19:32:23,072 - mmdet - INFO - Epoch [21][2450/7330] lr: 1.000e-04, eta: 1 day, 23:32:33, time: 1.486, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1506, s0.acc: 94.4839, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1857, s1.loss_cls: 0.0698, s1.acc: 94.8915, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0866, s2.loss_cls: 0.0356, s2.acc: 94.6813, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0409, loss: 1.0179 2022-05-14 19:33:36,404 - mmdet - INFO - Epoch [21][2500/7330] lr: 1.000e-04, eta: 1 day, 23:31:18, time: 1.466, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1467, s0.acc: 94.5869, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1912, s1.loss_cls: 0.0680, s1.acc: 95.0071, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0907, s2.loss_cls: 0.0349, s2.acc: 94.8652, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0429, loss: 1.0280 2022-05-14 19:34:48,854 - mmdet - INFO - Epoch [21][2550/7330] lr: 1.000e-04, eta: 1 day, 23:30:01, time: 1.449, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1599, s0.loss_cls: 0.1418, s0.acc: 94.6868, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1802, s1.loss_cls: 0.0648, s1.acc: 95.1576, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0854, s2.loss_cls: 0.0337, s2.acc: 95.0085, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0404, loss: 0.9934 2022-05-14 19:36:01,420 - mmdet - INFO - Epoch [21][2600/7330] lr: 1.000e-04, eta: 1 day, 23:28:45, time: 1.451, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1531, s0.loss_cls: 0.1395, s0.acc: 94.8440, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1848, s1.loss_cls: 0.0629, s1.acc: 95.3207, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0881, s2.loss_cls: 0.0326, s2.acc: 95.0237, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0415, loss: 0.9926 2022-05-14 19:37:14,870 - mmdet - INFO - Epoch [21][2650/7330] lr: 1.000e-04, eta: 1 day, 23:27:30, time: 1.469, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1573, s0.loss_cls: 0.1486, s0.acc: 94.4888, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1912, s1.loss_cls: 0.0692, s1.acc: 94.9152, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0907, s2.loss_cls: 0.0358, s2.acc: 94.6443, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0431, loss: 1.0366 2022-05-14 19:38:28,206 - mmdet - INFO - Epoch [21][2700/7330] lr: 1.000e-04, eta: 1 day, 23:26:15, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1651, s0.loss_cls: 0.1482, s0.acc: 94.5049, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1837, s1.loss_cls: 0.0692, s1.acc: 94.8746, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0873, s2.loss_cls: 0.0356, s2.acc: 94.5978, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0416, loss: 1.0206 2022-05-14 19:39:41,717 - mmdet - INFO - Epoch [21][2750/7330] lr: 1.000e-04, eta: 1 day, 23:24:59, time: 1.470, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1603, s0.loss_cls: 0.1489, s0.acc: 94.5100, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1904, s1.loss_cls: 0.0679, s1.acc: 94.9497, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0904, s2.loss_cls: 0.0350, s2.acc: 94.7658, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0431, loss: 1.0242 2022-05-14 19:40:54,760 - mmdet - INFO - Epoch [21][2800/7330] lr: 1.000e-04, eta: 1 day, 23:23:44, time: 1.459, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1632, s0.loss_cls: 0.1491, s0.acc: 94.4749, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1824, s1.loss_cls: 0.0686, s1.acc: 94.9137, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0861, s2.loss_cls: 0.0354, s2.acc: 94.5958, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0410, loss: 1.0037 2022-05-14 19:42:08,090 - mmdet - INFO - Epoch [21][2850/7330] lr: 1.000e-04, eta: 1 day, 23:22:28, time: 1.468, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1685, s0.loss_cls: 0.1509, s0.acc: 94.4238, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1881, s1.loss_cls: 0.0696, s1.acc: 94.8889, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0886, s2.loss_cls: 0.0355, s2.acc: 94.6492, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0417, loss: 1.0353 2022-05-14 19:43:22,189 - mmdet - INFO - Epoch [21][2900/7330] lr: 1.000e-04, eta: 1 day, 23:21:13, time: 1.481, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1632, s0.loss_cls: 0.1434, s0.acc: 94.6584, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1865, s1.loss_cls: 0.0656, s1.acc: 95.1790, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0884, s2.loss_cls: 0.0333, s2.acc: 95.0522, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0419, loss: 1.0019 2022-05-14 19:44:35,119 - mmdet - INFO - Epoch [21][2950/7330] lr: 1.000e-04, eta: 1 day, 23:19:58, time: 1.459, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1611, s0.loss_cls: 0.1399, s0.acc: 94.8308, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1820, s1.loss_cls: 0.0633, s1.acc: 95.3206, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0862, s2.loss_cls: 0.0323, s2.acc: 95.2025, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0408, loss: 0.9882 2022-05-14 19:45:48,584 - mmdet - INFO - Epoch [21][3000/7330] lr: 1.000e-04, eta: 1 day, 23:18:42, time: 1.469, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1507, s0.loss_cls: 0.1460, s0.acc: 94.5471, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1819, s1.loss_cls: 0.0667, s1.acc: 95.0675, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0857, s2.loss_cls: 0.0340, s2.acc: 94.8490, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0404, loss: 0.9851 2022-05-14 19:47:01,895 - mmdet - INFO - Epoch [21][3050/7330] lr: 1.000e-04, eta: 1 day, 23:17:27, time: 1.466, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1545, s0.loss_cls: 0.1511, s0.acc: 94.5610, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1831, s1.loss_cls: 0.0698, s1.acc: 95.0313, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0866, s2.loss_cls: 0.0359, s2.acc: 94.8366, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0406, loss: 1.0077 2022-05-14 19:48:13,728 - mmdet - INFO - Epoch [21][3100/7330] lr: 1.000e-04, eta: 1 day, 23:16:10, time: 1.437, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1650, s0.loss_cls: 0.1584, s0.acc: 94.1672, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1932, s1.loss_cls: 0.0730, s1.acc: 94.6237, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0910, s2.loss_cls: 0.0375, s2.acc: 94.3322, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0428, loss: 1.0601 2022-05-14 19:49:27,469 - mmdet - INFO - Epoch [21][3150/7330] lr: 1.000e-04, eta: 1 day, 23:14:55, time: 1.475, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1606, s0.loss_cls: 0.1543, s0.acc: 94.4231, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1934, s1.loss_cls: 0.0703, s1.acc: 94.8620, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0907, s2.loss_cls: 0.0355, s2.acc: 94.6427, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0427, loss: 1.0471 2022-05-14 19:50:40,953 - mmdet - INFO - Epoch [21][3200/7330] lr: 1.000e-04, eta: 1 day, 23:13:40, time: 1.470, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1548, s0.loss_cls: 0.1572, s0.acc: 94.3518, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1841, s1.loss_cls: 0.0731, s1.acc: 94.7492, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0862, s2.loss_cls: 0.0373, s2.acc: 94.5228, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0408, loss: 1.0292 2022-05-14 19:51:54,470 - mmdet - INFO - Epoch [21][3250/7330] lr: 1.000e-04, eta: 1 day, 23:12:25, time: 1.470, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1641, s0.loss_cls: 0.1418, s0.acc: 94.7200, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1837, s1.loss_cls: 0.0645, s1.acc: 95.2634, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0871, s2.loss_cls: 0.0328, s2.acc: 95.0223, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0412, loss: 0.9949 2022-05-14 19:53:07,407 - mmdet - INFO - Epoch [21][3300/7330] lr: 1.000e-04, eta: 1 day, 23:11:09, time: 1.459, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1552, s0.loss_cls: 0.1412, s0.acc: 94.9155, s0.loss_bbox: 0.0803, s0.loss_mask: 0.1825, s1.loss_cls: 0.0651, s1.acc: 95.3017, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0861, s2.loss_cls: 0.0335, s2.acc: 95.1549, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0410, loss: 0.9809 2022-05-14 19:54:19,418 - mmdet - INFO - Epoch [21][3350/7330] lr: 1.000e-04, eta: 1 day, 23:09:52, time: 1.440, data_time: 0.011, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1593, s0.loss_cls: 0.1403, s0.acc: 94.7922, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1866, s1.loss_cls: 0.0637, s1.acc: 95.2314, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0882, s2.loss_cls: 0.0328, s2.acc: 95.0475, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0416, loss: 0.9937 2022-05-14 19:55:34,464 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 19:55:34,467 - mmdet - INFO - Epoch [21][3400/7330] lr: 1.000e-04, eta: 1 day, 23:08:38, time: 1.501, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1577, s0.loss_cls: 0.1498, s0.acc: 94.5239, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1864, s1.loss_cls: 0.0684, s1.acc: 94.9695, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0875, s2.loss_cls: 0.0352, s2.acc: 94.8499, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0413, loss: 1.0227 2022-05-14 19:56:48,294 - mmdet - INFO - Epoch [21][3450/7330] lr: 1.000e-04, eta: 1 day, 23:07:23, time: 1.476, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1562, s0.loss_cls: 0.1467, s0.acc: 94.6091, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1852, s1.loss_cls: 0.0667, s1.acc: 95.0954, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0873, s2.loss_cls: 0.0342, s2.acc: 94.8090, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0418, loss: 1.0118 2022-05-14 19:58:02,065 - mmdet - INFO - Epoch [21][3500/7330] lr: 1.000e-04, eta: 1 day, 23:06:08, time: 1.476, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1591, s0.loss_cls: 0.1513, s0.acc: 94.3606, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1855, s1.loss_cls: 0.0701, s1.acc: 94.7491, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0874, s2.loss_cls: 0.0355, s2.acc: 94.6300, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0412, loss: 1.0221 2022-05-14 19:59:14,934 - mmdet - INFO - Epoch [21][3550/7330] lr: 1.000e-04, eta: 1 day, 23:04:52, time: 1.457, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1557, s0.acc: 94.2302, s0.loss_bbox: 0.0899, s0.loss_mask: 0.1876, s1.loss_cls: 0.0725, s1.acc: 94.5980, s1.loss_bbox: 0.1015, s1.loss_mask: 0.0880, s2.loss_cls: 0.0364, s2.acc: 94.4609, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0413, loss: 1.0401 2022-05-14 20:00:28,832 - mmdet - INFO - Epoch [21][3600/7330] lr: 1.000e-04, eta: 1 day, 23:03:37, time: 1.476, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1661, s0.loss_cls: 0.1552, s0.acc: 94.3687, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1904, s1.loss_cls: 0.0707, s1.acc: 94.8562, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0892, s2.loss_cls: 0.0359, s2.acc: 94.7072, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0421, loss: 1.0518 2022-05-14 20:01:43,165 - mmdet - INFO - Epoch [21][3650/7330] lr: 1.000e-04, eta: 1 day, 23:02:23, time: 1.489, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1580, s0.loss_cls: 0.1523, s0.acc: 94.3057, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1916, s1.loss_cls: 0.0712, s1.acc: 94.7473, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0899, s2.loss_cls: 0.0366, s2.acc: 94.5202, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0421, loss: 1.0383 2022-05-14 20:02:57,307 - mmdet - INFO - Epoch [21][3700/7330] lr: 1.000e-04, eta: 1 day, 23:01:08, time: 1.482, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1611, s0.loss_cls: 0.1505, s0.acc: 94.4087, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1870, s1.loss_cls: 0.0689, s1.acc: 94.8858, s1.loss_bbox: 0.0993, s1.loss_mask: 0.0889, s2.loss_cls: 0.0358, s2.acc: 94.6054, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0422, loss: 1.0297 2022-05-14 20:04:10,475 - mmdet - INFO - Epoch [21][3750/7330] lr: 1.000e-04, eta: 1 day, 22:59:53, time: 1.464, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1537, s0.loss_cls: 0.1434, s0.acc: 94.8020, s0.loss_bbox: 0.0780, s0.loss_mask: 0.1753, s1.loss_cls: 0.0662, s1.acc: 95.3147, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0833, s2.loss_cls: 0.0342, s2.acc: 95.1671, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0395, loss: 0.9637 2022-05-14 20:05:22,970 - mmdet - INFO - Epoch [21][3800/7330] lr: 1.000e-04, eta: 1 day, 22:58:36, time: 1.450, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1621, s0.loss_cls: 0.1454, s0.acc: 94.6343, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1870, s1.loss_cls: 0.0670, s1.acc: 95.0880, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0880, s2.loss_cls: 0.0345, s2.acc: 94.7904, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0414, loss: 1.0151 2022-05-14 20:06:37,225 - mmdet - INFO - Epoch [21][3850/7330] lr: 1.000e-04, eta: 1 day, 22:57:22, time: 1.485, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1456, s0.acc: 94.6091, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1944, s1.loss_cls: 0.0674, s1.acc: 95.0557, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0914, s2.loss_cls: 0.0349, s2.acc: 94.8759, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0429, loss: 1.0272 2022-05-14 20:07:51,344 - mmdet - INFO - Epoch [21][3900/7330] lr: 1.000e-04, eta: 1 day, 22:56:07, time: 1.482, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1462, s0.acc: 94.6321, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1917, s1.loss_cls: 0.0659, s1.acc: 95.1986, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0910, s2.loss_cls: 0.0345, s2.acc: 94.9818, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0430, loss: 1.0178 2022-05-14 20:09:05,480 - mmdet - INFO - Epoch [21][3950/7330] lr: 1.000e-04, eta: 1 day, 22:54:52, time: 1.483, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1579, s0.loss_cls: 0.1555, s0.acc: 94.2747, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1909, s1.loss_cls: 0.0705, s1.acc: 94.7937, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0898, s2.loss_cls: 0.0356, s2.acc: 94.6775, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0421, loss: 1.0440 2022-05-14 20:10:19,837 - mmdet - INFO - Epoch [21][4000/7330] lr: 1.000e-04, eta: 1 day, 22:53:37, time: 1.485, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1510, s0.acc: 94.4634, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1879, s1.loss_cls: 0.0700, s1.acc: 94.9173, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0884, s2.loss_cls: 0.0355, s2.acc: 94.7103, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0419, loss: 1.0257 2022-05-14 20:11:33,954 - mmdet - INFO - Epoch [21][4050/7330] lr: 1.000e-04, eta: 1 day, 22:52:23, time: 1.484, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1479, s0.acc: 94.6040, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1819, s1.loss_cls: 0.0676, s1.acc: 95.1039, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0864, s2.loss_cls: 0.0348, s2.acc: 95.0280, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0405, loss: 1.0014 2022-05-14 20:12:47,435 - mmdet - INFO - Epoch [21][4100/7330] lr: 1.000e-04, eta: 1 day, 22:51:07, time: 1.470, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1629, s0.loss_cls: 0.1511, s0.acc: 94.3684, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1849, s1.loss_cls: 0.0691, s1.acc: 94.8832, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0876, s2.loss_cls: 0.0348, s2.acc: 94.7381, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0414, loss: 1.0250 2022-05-14 20:14:00,865 - mmdet - INFO - Epoch [21][4150/7330] lr: 1.000e-04, eta: 1 day, 22:49:52, time: 1.468, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1613, s0.loss_cls: 0.1492, s0.acc: 94.5806, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1812, s1.loss_cls: 0.0681, s1.acc: 95.0547, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0847, s2.loss_cls: 0.0346, s2.acc: 94.7895, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0400, loss: 0.9994 2022-05-14 20:15:14,285 - mmdet - INFO - Epoch [21][4200/7330] lr: 1.000e-04, eta: 1 day, 22:48:37, time: 1.469, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1538, s0.loss_cls: 0.1540, s0.acc: 94.3469, s0.loss_bbox: 0.0910, s0.loss_mask: 0.1876, s1.loss_cls: 0.0702, s1.acc: 94.8452, s1.loss_bbox: 0.1020, s1.loss_mask: 0.0883, s2.loss_cls: 0.0361, s2.acc: 94.5830, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0417, loss: 1.0377 2022-05-14 20:16:28,954 - mmdet - INFO - Epoch [21][4250/7330] lr: 1.000e-04, eta: 1 day, 22:47:22, time: 1.493, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1612, s0.loss_cls: 0.1446, s0.acc: 94.6384, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1868, s1.loss_cls: 0.0675, s1.acc: 94.9708, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0883, s2.loss_cls: 0.0351, s2.acc: 94.7097, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0417, loss: 1.0121 2022-05-14 20:17:41,997 - mmdet - INFO - Epoch [21][4300/7330] lr: 1.000e-04, eta: 1 day, 22:46:07, time: 1.461, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1483, s0.acc: 94.5354, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1962, s1.loss_cls: 0.0678, s1.acc: 95.0134, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0927, s2.loss_cls: 0.0347, s2.acc: 94.8029, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0442, loss: 1.0461 2022-05-14 20:18:54,820 - mmdet - INFO - Epoch [21][4350/7330] lr: 1.000e-04, eta: 1 day, 22:44:51, time: 1.457, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1555, s0.loss_cls: 0.1438, s0.acc: 94.6230, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1859, s1.loss_cls: 0.0663, s1.acc: 95.0306, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0883, s2.loss_cls: 0.0340, s2.acc: 94.8208, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0417, loss: 1.0010 2022-05-14 20:20:08,112 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 20:20:08,113 - mmdet - INFO - Epoch [21][4400/7330] lr: 1.000e-04, eta: 1 day, 22:43:36, time: 1.466, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1432, s0.acc: 94.6079, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1910, s1.loss_cls: 0.0660, s1.acc: 95.0406, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0903, s2.loss_cls: 0.0343, s2.acc: 94.8203, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0428, loss: 1.0227 2022-05-14 20:21:21,208 - mmdet - INFO - Epoch [21][4450/7330] lr: 1.000e-04, eta: 1 day, 22:42:20, time: 1.462, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1579, s0.loss_cls: 0.1485, s0.acc: 94.5286, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1895, s1.loss_cls: 0.0683, s1.acc: 94.9456, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0898, s2.loss_cls: 0.0350, s2.acc: 94.7824, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0427, loss: 1.0180 2022-05-14 20:22:33,920 - mmdet - INFO - Epoch [21][4500/7330] lr: 1.000e-04, eta: 1 day, 22:41:04, time: 1.454, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1515, s0.acc: 94.4399, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1868, s1.loss_cls: 0.0702, s1.acc: 94.8489, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0876, s2.loss_cls: 0.0354, s2.acc: 94.6918, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0412, loss: 1.0241 2022-05-14 20:23:48,965 - mmdet - INFO - Epoch [21][4550/7330] lr: 1.000e-04, eta: 1 day, 22:39:50, time: 1.501, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1523, s0.acc: 94.4065, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1887, s1.loss_cls: 0.0700, s1.acc: 94.9240, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0894, s2.loss_cls: 0.0357, s2.acc: 94.7547, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0424, loss: 1.0248 2022-05-14 20:25:03,108 - mmdet - INFO - Epoch [21][4600/7330] lr: 1.000e-04, eta: 1 day, 22:38:35, time: 1.483, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1654, s0.loss_cls: 0.1597, s0.acc: 94.1770, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1910, s1.loss_cls: 0.0729, s1.acc: 94.7683, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0901, s2.loss_cls: 0.0371, s2.acc: 94.5252, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0428, loss: 1.0582 2022-05-14 20:26:17,059 - mmdet - INFO - Epoch [21][4650/7330] lr: 1.000e-04, eta: 1 day, 22:37:20, time: 1.479, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1640, s0.loss_cls: 0.1430, s0.acc: 94.7212, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1842, s1.loss_cls: 0.0648, s1.acc: 95.2131, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0864, s2.loss_cls: 0.0327, s2.acc: 95.1160, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0409, loss: 0.9959 2022-05-14 20:27:30,652 - mmdet - INFO - Epoch [21][4700/7330] lr: 1.000e-04, eta: 1 day, 22:36:05, time: 1.472, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1592, s0.loss_cls: 0.1409, s0.acc: 94.7273, s0.loss_bbox: 0.0827, s0.loss_mask: 0.1894, s1.loss_cls: 0.0638, s1.acc: 95.2102, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0890, s2.loss_cls: 0.0327, s2.acc: 95.0528, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0424, loss: 0.9990 2022-05-14 20:28:44,031 - mmdet - INFO - Epoch [21][4750/7330] lr: 1.000e-04, eta: 1 day, 22:34:50, time: 1.468, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1522, s0.loss_cls: 0.1432, s0.acc: 94.7341, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1870, s1.loss_cls: 0.0657, s1.acc: 95.2418, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0883, s2.loss_cls: 0.0337, s2.acc: 95.0423, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0419, loss: 0.9916 2022-05-14 20:29:57,610 - mmdet - INFO - Epoch [21][4800/7330] lr: 1.000e-04, eta: 1 day, 22:33:35, time: 1.472, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1490, s0.acc: 94.5259, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1899, s1.loss_cls: 0.0686, s1.acc: 94.8844, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0899, s2.loss_cls: 0.0348, s2.acc: 94.6801, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0425, loss: 1.0283 2022-05-14 20:31:10,986 - mmdet - INFO - Epoch [21][4850/7330] lr: 1.000e-04, eta: 1 day, 22:32:19, time: 1.467, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1617, s0.loss_cls: 0.1434, s0.acc: 94.6921, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1859, s1.loss_cls: 0.0655, s1.acc: 95.1868, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0869, s2.loss_cls: 0.0337, s2.acc: 95.0767, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0413, loss: 0.9988 2022-05-14 20:32:25,006 - mmdet - INFO - Epoch [21][4900/7330] lr: 1.000e-04, eta: 1 day, 22:31:04, time: 1.480, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1594, s0.loss_cls: 0.1525, s0.acc: 94.5288, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1851, s1.loss_cls: 0.0697, s1.acc: 94.9784, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0876, s2.loss_cls: 0.0352, s2.acc: 94.7711, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0413, loss: 1.0273 2022-05-14 20:33:38,742 - mmdet - INFO - Epoch [21][4950/7330] lr: 1.000e-04, eta: 1 day, 22:29:49, time: 1.475, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1692, s0.loss_cls: 0.1584, s0.acc: 94.3069, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1878, s1.loss_cls: 0.0730, s1.acc: 94.7302, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0886, s2.loss_cls: 0.0371, s2.acc: 94.5116, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0420, loss: 1.0511 2022-05-14 20:34:53,402 - mmdet - INFO - Epoch [21][5000/7330] lr: 1.000e-04, eta: 1 day, 22:28:35, time: 1.493, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1568, s0.loss_cls: 0.1568, s0.acc: 94.3064, s0.loss_bbox: 0.0901, s0.loss_mask: 0.1919, s1.loss_cls: 0.0714, s1.acc: 94.8424, s1.loss_bbox: 0.1037, s1.loss_mask: 0.0911, s2.loss_cls: 0.0368, s2.acc: 94.5811, s2.loss_bbox: 0.0675, s2.loss_mask: 0.0429, loss: 1.0573 2022-05-14 20:36:07,278 - mmdet - INFO - Epoch [21][5050/7330] lr: 1.000e-04, eta: 1 day, 22:27:20, time: 1.477, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1585, s0.loss_cls: 0.1479, s0.acc: 94.5391, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1857, s1.loss_cls: 0.0683, s1.acc: 95.0343, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0880, s2.loss_cls: 0.0347, s2.acc: 94.8892, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0416, loss: 1.0081 2022-05-14 20:37:21,051 - mmdet - INFO - Epoch [21][5100/7330] lr: 1.000e-04, eta: 1 day, 22:26:05, time: 1.476, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1567, s0.loss_cls: 0.1501, s0.acc: 94.4536, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1906, s1.loss_cls: 0.0688, s1.acc: 94.9637, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0894, s2.loss_cls: 0.0352, s2.acc: 94.6933, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0423, loss: 1.0330 2022-05-14 20:38:34,537 - mmdet - INFO - Epoch [21][5150/7330] lr: 1.000e-04, eta: 1 day, 22:24:50, time: 1.470, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1497, s0.acc: 94.5537, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1867, s1.loss_cls: 0.0685, s1.acc: 95.0537, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0878, s2.loss_cls: 0.0353, s2.acc: 94.7364, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0414, loss: 1.0201 2022-05-14 20:39:48,023 - mmdet - INFO - Epoch [21][5200/7330] lr: 1.000e-04, eta: 1 day, 22:23:34, time: 1.470, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1645, s0.loss_cls: 0.1513, s0.acc: 94.4224, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1864, s1.loss_cls: 0.0695, s1.acc: 94.8873, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0882, s2.loss_cls: 0.0364, s2.acc: 94.5620, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0417, loss: 1.0355 2022-05-14 20:41:01,046 - mmdet - INFO - Epoch [21][5250/7330] lr: 1.000e-04, eta: 1 day, 22:22:19, time: 1.461, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1553, s0.loss_cls: 0.1469, s0.acc: 94.6331, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1883, s1.loss_cls: 0.0670, s1.acc: 95.0237, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0891, s2.loss_cls: 0.0342, s2.acc: 94.9351, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0417, loss: 1.0117 2022-05-14 20:42:14,361 - mmdet - INFO - Epoch [21][5300/7330] lr: 1.000e-04, eta: 1 day, 22:21:03, time: 1.466, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1547, s0.acc: 94.4224, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1882, s1.loss_cls: 0.0707, s1.acc: 94.8928, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0888, s2.loss_cls: 0.0356, s2.acc: 94.6986, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0420, loss: 1.0293 2022-05-14 20:43:28,130 - mmdet - INFO - Epoch [21][5350/7330] lr: 1.000e-04, eta: 1 day, 22:19:48, time: 1.475, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1567, s0.loss_cls: 0.1482, s0.acc: 94.5076, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1880, s1.loss_cls: 0.0687, s1.acc: 94.9104, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0889, s2.loss_cls: 0.0351, s2.acc: 94.7947, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0420, loss: 1.0223 2022-05-14 20:44:41,201 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 20:44:41,216 - mmdet - INFO - Epoch [21][5400/7330] lr: 1.000e-04, eta: 1 day, 22:18:33, time: 1.461, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1658, s0.loss_cls: 0.1452, s0.acc: 94.5640, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1892, s1.loss_cls: 0.0670, s1.acc: 95.0733, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0892, s2.loss_cls: 0.0343, s2.acc: 94.8176, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0422, loss: 1.0164 2022-05-14 20:45:54,380 - mmdet - INFO - Epoch [21][5450/7330] lr: 1.000e-04, eta: 1 day, 22:17:17, time: 1.464, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1438, s0.acc: 94.6770, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1844, s1.loss_cls: 0.0653, s1.acc: 95.2424, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0874, s2.loss_cls: 0.0332, s2.acc: 95.0396, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0412, loss: 1.0010 2022-05-14 20:47:07,545 - mmdet - INFO - Epoch [21][5500/7330] lr: 1.000e-04, eta: 1 day, 22:16:02, time: 1.463, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1637, s0.loss_cls: 0.1402, s0.acc: 94.7351, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1867, s1.loss_cls: 0.0648, s1.acc: 95.1931, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0879, s2.loss_cls: 0.0337, s2.acc: 94.9442, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0417, loss: 1.0069 2022-05-14 20:48:21,033 - mmdet - INFO - Epoch [21][5550/7330] lr: 1.000e-04, eta: 1 day, 22:14:47, time: 1.470, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1544, s0.loss_cls: 0.1523, s0.acc: 94.3479, s0.loss_bbox: 0.0889, s0.loss_mask: 0.1857, s1.loss_cls: 0.0695, s1.acc: 94.8434, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0878, s2.loss_cls: 0.0357, s2.acc: 94.6665, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0415, loss: 1.0271 2022-05-14 20:49:34,068 - mmdet - INFO - Epoch [21][5600/7330] lr: 1.000e-04, eta: 1 day, 22:13:31, time: 1.461, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1585, s0.loss_cls: 0.1406, s0.acc: 94.7805, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1854, s1.loss_cls: 0.0658, s1.acc: 95.2076, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0876, s2.loss_cls: 0.0337, s2.acc: 95.0056, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0414, loss: 0.9919 2022-05-14 20:50:46,461 - mmdet - INFO - Epoch [21][5650/7330] lr: 1.000e-04, eta: 1 day, 22:12:15, time: 1.448, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1370, s0.acc: 94.9243, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1831, s1.loss_cls: 0.0627, s1.acc: 95.3591, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0867, s2.loss_cls: 0.0330, s2.acc: 95.1002, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0409, loss: 0.9752 2022-05-14 20:51:59,430 - mmdet - INFO - Epoch [21][5700/7330] lr: 1.000e-04, eta: 1 day, 22:10:59, time: 1.459, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1551, s0.loss_cls: 0.1385, s0.acc: 94.8872, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1842, s1.loss_cls: 0.0643, s1.acc: 95.3618, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0868, s2.loss_cls: 0.0326, s2.acc: 95.1728, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0406, loss: 0.9801 2022-05-14 20:53:11,902 - mmdet - INFO - Epoch [21][5750/7330] lr: 1.000e-04, eta: 1 day, 22:09:43, time: 1.450, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1682, s0.loss_cls: 0.1541, s0.acc: 94.3645, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1831, s1.loss_cls: 0.0698, s1.acc: 94.8585, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0862, s2.loss_cls: 0.0360, s2.acc: 94.6966, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0412, loss: 1.0216 2022-05-14 20:54:24,805 - mmdet - INFO - Epoch [21][5800/7330] lr: 1.000e-04, eta: 1 day, 22:08:28, time: 1.458, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1430, s0.acc: 94.7249, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1842, s1.loss_cls: 0.0659, s1.acc: 95.1556, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0869, s2.loss_cls: 0.0338, s2.acc: 95.0218, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0414, loss: 0.9936 2022-05-14 20:55:38,095 - mmdet - INFO - Epoch [21][5850/7330] lr: 1.000e-04, eta: 1 day, 22:07:12, time: 1.466, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1466, s0.acc: 94.6025, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1835, s1.loss_cls: 0.0672, s1.acc: 95.0899, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0864, s2.loss_cls: 0.0343, s2.acc: 94.9293, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0405, loss: 1.0133 2022-05-14 20:56:51,160 - mmdet - INFO - Epoch [21][5900/7330] lr: 1.000e-04, eta: 1 day, 22:05:57, time: 1.461, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1647, s0.loss_cls: 0.1430, s0.acc: 94.7720, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1867, s1.loss_cls: 0.0661, s1.acc: 95.2068, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0875, s2.loss_cls: 0.0334, s2.acc: 94.9875, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0414, loss: 1.0025 2022-05-14 20:58:04,117 - mmdet - INFO - Epoch [21][5950/7330] lr: 1.000e-04, eta: 1 day, 22:04:41, time: 1.459, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1567, s0.loss_cls: 0.1401, s0.acc: 94.8044, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1899, s1.loss_cls: 0.0633, s1.acc: 95.3949, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0899, s2.loss_cls: 0.0324, s2.acc: 95.1725, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0423, loss: 0.9984 2022-05-14 20:59:17,724 - mmdet - INFO - Epoch [21][6000/7330] lr: 1.000e-04, eta: 1 day, 22:03:26, time: 1.472, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1532, s0.acc: 94.2876, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1900, s1.loss_cls: 0.0721, s1.acc: 94.6148, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0892, s2.loss_cls: 0.0368, s2.acc: 94.4507, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0420, loss: 1.0416 2022-05-14 21:00:31,256 - mmdet - INFO - Epoch [21][6050/7330] lr: 1.000e-04, eta: 1 day, 22:02:11, time: 1.471, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1495, s0.acc: 94.4402, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1891, s1.loss_cls: 0.0694, s1.acc: 94.8460, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0889, s2.loss_cls: 0.0350, s2.acc: 94.7328, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0421, loss: 1.0342 2022-05-14 21:01:43,687 - mmdet - INFO - Epoch [21][6100/7330] lr: 1.000e-04, eta: 1 day, 22:00:55, time: 1.449, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1661, s0.loss_cls: 0.1436, s0.acc: 94.6943, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1838, s1.loss_cls: 0.0660, s1.acc: 95.1668, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0865, s2.loss_cls: 0.0344, s2.acc: 94.8748, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0411, loss: 1.0005 2022-05-14 21:02:56,949 - mmdet - INFO - Epoch [21][6150/7330] lr: 1.000e-04, eta: 1 day, 21:59:39, time: 1.465, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1615, s0.loss_cls: 0.1489, s0.acc: 94.4685, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1832, s1.loss_cls: 0.0697, s1.acc: 94.8693, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0860, s2.loss_cls: 0.0356, s2.acc: 94.7349, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0404, loss: 1.0138 2022-05-14 21:04:09,657 - mmdet - INFO - Epoch [21][6200/7330] lr: 1.000e-04, eta: 1 day, 21:58:23, time: 1.454, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1553, s0.loss_cls: 0.1429, s0.acc: 94.8169, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1888, s1.loss_cls: 0.0660, s1.acc: 95.2060, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0894, s2.loss_cls: 0.0338, s2.acc: 95.0188, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0423, loss: 1.0066 2022-05-14 21:05:23,635 - mmdet - INFO - Epoch [21][6250/7330] lr: 1.000e-04, eta: 1 day, 21:57:09, time: 1.480, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1571, s0.loss_cls: 0.1438, s0.acc: 94.6345, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1851, s1.loss_cls: 0.0662, s1.acc: 95.0570, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0868, s2.loss_cls: 0.0339, s2.acc: 94.8508, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0408, loss: 0.9983 2022-05-14 21:06:36,215 - mmdet - INFO - Epoch [21][6300/7330] lr: 1.000e-04, eta: 1 day, 21:55:53, time: 1.451, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1571, s0.loss_cls: 0.1422, s0.acc: 94.7236, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1884, s1.loss_cls: 0.0649, s1.acc: 95.2090, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0888, s2.loss_cls: 0.0331, s2.acc: 94.9699, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0419, loss: 1.0003 2022-05-14 21:07:50,052 - mmdet - INFO - Epoch [21][6350/7330] lr: 1.000e-04, eta: 1 day, 21:54:38, time: 1.477, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1597, s0.loss_cls: 0.1491, s0.acc: 94.5291, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1973, s1.loss_cls: 0.0695, s1.acc: 94.9758, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0935, s2.loss_cls: 0.0357, s2.acc: 94.7778, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0437, loss: 1.0308 2022-05-14 21:09:03,226 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 21:09:03,228 - mmdet - INFO - Epoch [21][6400/7330] lr: 1.000e-04, eta: 1 day, 21:53:22, time: 1.464, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1455, s0.acc: 94.5369, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1918, s1.loss_cls: 0.0676, s1.acc: 94.9657, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0906, s2.loss_cls: 0.0340, s2.acc: 94.7226, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0427, loss: 1.0247 2022-05-14 21:10:15,763 - mmdet - INFO - Epoch [21][6450/7330] lr: 1.000e-04, eta: 1 day, 21:52:06, time: 1.451, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1531, s0.loss_cls: 0.1372, s0.acc: 94.9446, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1792, s1.loss_cls: 0.0629, s1.acc: 95.3747, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0846, s2.loss_cls: 0.0325, s2.acc: 95.1266, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0400, loss: 0.9600 2022-05-14 21:11:28,007 - mmdet - INFO - Epoch [21][6500/7330] lr: 1.000e-04, eta: 1 day, 21:50:50, time: 1.445, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1607, s0.loss_cls: 0.1499, s0.acc: 94.5374, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1900, s1.loss_cls: 0.0694, s1.acc: 94.9655, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0897, s2.loss_cls: 0.0351, s2.acc: 94.7615, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0423, loss: 1.0305 2022-05-14 21:12:41,016 - mmdet - INFO - Epoch [21][6550/7330] lr: 1.000e-04, eta: 1 day, 21:49:35, time: 1.460, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1647, s0.loss_cls: 0.1460, s0.acc: 94.6531, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1869, s1.loss_cls: 0.0673, s1.acc: 94.9978, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0888, s2.loss_cls: 0.0344, s2.acc: 94.8595, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0420, loss: 1.0083 2022-05-14 21:13:54,054 - mmdet - INFO - Epoch [21][6600/7330] lr: 1.000e-04, eta: 1 day, 21:48:19, time: 1.461, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1558, s0.loss_cls: 0.1442, s0.acc: 94.6431, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1888, s1.loss_cls: 0.0652, s1.acc: 95.3078, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0893, s2.loss_cls: 0.0337, s2.acc: 95.0628, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0422, loss: 1.0142 2022-05-14 21:15:07,459 - mmdet - INFO - Epoch [21][6650/7330] lr: 1.000e-04, eta: 1 day, 21:47:04, time: 1.468, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1537, s0.loss_cls: 0.1451, s0.acc: 94.5667, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1849, s1.loss_cls: 0.0668, s1.acc: 95.0958, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0877, s2.loss_cls: 0.0339, s2.acc: 94.9171, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0413, loss: 0.9935 2022-05-14 21:16:20,072 - mmdet - INFO - Epoch [21][6700/7330] lr: 1.000e-04, eta: 1 day, 21:45:48, time: 1.452, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1638, s0.loss_cls: 0.1509, s0.acc: 94.5083, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1875, s1.loss_cls: 0.0701, s1.acc: 94.9747, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0889, s2.loss_cls: 0.0359, s2.acc: 94.7299, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0420, loss: 1.0248 2022-05-14 21:17:33,382 - mmdet - INFO - Epoch [21][6750/7330] lr: 1.000e-04, eta: 1 day, 21:44:33, time: 1.466, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1408, s0.acc: 94.8191, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1898, s1.loss_cls: 0.0649, s1.acc: 95.2057, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0895, s2.loss_cls: 0.0332, s2.acc: 95.0430, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0425, loss: 1.0020 2022-05-14 21:18:45,928 - mmdet - INFO - Epoch [21][6800/7330] lr: 1.000e-04, eta: 1 day, 21:43:17, time: 1.449, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1621, s0.loss_cls: 0.1400, s0.acc: 94.8723, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1826, s1.loss_cls: 0.0641, s1.acc: 95.3288, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0862, s2.loss_cls: 0.0329, s2.acc: 95.0570, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0406, loss: 0.9857 2022-05-14 21:19:59,048 - mmdet - INFO - Epoch [21][6850/7330] lr: 1.000e-04, eta: 1 day, 21:42:01, time: 1.462, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1669, s0.loss_cls: 0.1519, s0.acc: 94.4907, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1904, s1.loss_cls: 0.0697, s1.acc: 94.9093, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0896, s2.loss_cls: 0.0353, s2.acc: 94.7061, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0423, loss: 1.0334 2022-05-14 21:21:11,394 - mmdet - INFO - Epoch [21][6900/7330] lr: 1.000e-04, eta: 1 day, 21:40:45, time: 1.448, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1566, s0.loss_cls: 0.1403, s0.acc: 94.9402, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1919, s1.loss_cls: 0.0637, s1.acc: 95.4723, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0907, s2.loss_cls: 0.0327, s2.acc: 95.1655, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0430, loss: 1.0039 2022-05-14 21:22:24,586 - mmdet - INFO - Epoch [21][6950/7330] lr: 1.000e-04, eta: 1 day, 21:39:30, time: 1.464, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1581, s0.loss_cls: 0.1369, s0.acc: 94.9824, s0.loss_bbox: 0.0799, s0.loss_mask: 0.1845, s1.loss_cls: 0.0626, s1.acc: 95.4159, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0875, s2.loss_cls: 0.0314, s2.acc: 95.3606, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0414, loss: 0.9708 2022-05-14 21:23:38,252 - mmdet - INFO - Epoch [21][7000/7330] lr: 1.000e-04, eta: 1 day, 21:38:15, time: 1.473, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1416, s0.acc: 94.7539, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1900, s1.loss_cls: 0.0643, s1.acc: 95.2268, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0912, s2.loss_cls: 0.0325, s2.acc: 95.1239, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0432, loss: 1.0096 2022-05-14 21:24:50,680 - mmdet - INFO - Epoch [21][7050/7330] lr: 1.000e-04, eta: 1 day, 21:36:59, time: 1.448, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1579, s0.loss_cls: 0.1432, s0.acc: 94.8181, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1870, s1.loss_cls: 0.0640, s1.acc: 95.3662, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0888, s2.loss_cls: 0.0329, s2.acc: 95.2130, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0424, loss: 0.9989 2022-05-14 21:26:02,952 - mmdet - INFO - Epoch [21][7100/7330] lr: 1.000e-04, eta: 1 day, 21:35:43, time: 1.446, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1354, s0.acc: 94.9292, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1912, s1.loss_cls: 0.0626, s1.acc: 95.3324, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0905, s2.loss_cls: 0.0322, s2.acc: 95.1847, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0432, loss: 0.9983 2022-05-14 21:27:15,111 - mmdet - INFO - Epoch [21][7150/7330] lr: 1.000e-04, eta: 1 day, 21:34:27, time: 1.443, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1576, s0.loss_cls: 0.1458, s0.acc: 94.5273, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1899, s1.loss_cls: 0.0669, s1.acc: 95.0064, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0903, s2.loss_cls: 0.0348, s2.acc: 94.6637, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0422, loss: 1.0152 2022-05-14 21:28:27,851 - mmdet - INFO - Epoch [21][7200/7330] lr: 1.000e-04, eta: 1 day, 21:33:11, time: 1.453, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1687, s0.loss_cls: 0.1465, s0.acc: 94.6438, s0.loss_bbox: 0.0799, s0.loss_mask: 0.1813, s1.loss_cls: 0.0676, s1.acc: 95.0841, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0860, s2.loss_cls: 0.0341, s2.acc: 94.9879, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0409, loss: 1.0006 2022-05-14 21:29:40,839 - mmdet - INFO - Epoch [21][7250/7330] lr: 1.000e-04, eta: 1 day, 21:31:55, time: 1.462, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1562, s0.loss_cls: 0.1403, s0.acc: 94.8806, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1865, s1.loss_cls: 0.0646, s1.acc: 95.3763, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0887, s2.loss_cls: 0.0330, s2.acc: 95.1603, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0417, loss: 0.9832 2022-05-14 21:30:54,069 - mmdet - INFO - Epoch [21][7300/7330] lr: 1.000e-04, eta: 1 day, 21:30:40, time: 1.465, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1732, s0.loss_cls: 0.1481, s0.acc: 94.4094, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1916, s1.loss_cls: 0.0683, s1.acc: 94.8465, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0900, s2.loss_cls: 0.0353, s2.acc: 94.5991, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0425, loss: 1.0374 2022-05-14 21:31:55,346 - mmdet - INFO - Saving checkpoint at 21 epochs 2022-05-14 21:37:30,533 - mmdet - INFO - Evaluating bbox... 2022-05-14 21:38:18,503 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.564 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.750 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.623 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.402 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.608 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.708 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.731 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.731 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.731 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.577 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.768 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.863 2022-05-14 21:38:18,508 - mmdet - INFO - Evaluating segm... 2022-05-14 21:39:12,744 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.491 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.730 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.539 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.299 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.524 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.676 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.634 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.634 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.634 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 ] = 0.669 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.779 2022-05-14 21:39:13,766 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-14 21:39:13,769 - mmdet - INFO - Epoch(val) [21][313] bbox_mAP: 0.5640, bbox_mAP_50: 0.7500, bbox_mAP_75: 0.6230, bbox_mAP_s: 0.4020, bbox_mAP_m: 0.6080, bbox_mAP_l: 0.7080, bbox_mAP_copypaste: 0.564 0.750 0.623 0.402 0.608 0.708, segm_mAP: 0.4910, segm_mAP_50: 0.7300, segm_mAP_75: 0.5390, segm_mAP_s: 0.2990, segm_mAP_m: 0.5240, segm_mAP_l: 0.6760, segm_mAP_copypaste: 0.491 0.730 0.539 0.299 0.524 0.676 2022-05-14 21:45:03,364 - mmdet - INFO - Epoch [22][50/7330] lr: 1.000e-04, eta: 1 day, 21:31:25, time: 6.991, data_time: 5.523, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1522, s0.loss_cls: 0.1422, s0.acc: 94.7341, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1909, s1.loss_cls: 0.0659, s1.acc: 95.1769, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0904, s2.loss_cls: 0.0335, s2.acc: 94.9875, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0429, loss: 1.0037 2022-05-14 21:46:17,063 - mmdet - INFO - Epoch [22][100/7330] lr: 1.000e-04, eta: 1 day, 21:30:10, time: 1.474, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1456, s0.acc: 94.6038, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1902, s1.loss_cls: 0.0672, s1.acc: 95.0649, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0905, s2.loss_cls: 0.0343, s2.acc: 94.9392, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0429, loss: 1.0161 2022-05-14 21:47:29,706 - mmdet - INFO - Epoch [22][150/7330] lr: 1.000e-04, eta: 1 day, 21:28:54, time: 1.453, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1540, s0.loss_cls: 0.1319, s0.acc: 95.1155, s0.loss_bbox: 0.0789, s0.loss_mask: 0.1817, s1.loss_cls: 0.0610, s1.acc: 95.4800, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0863, s2.loss_cls: 0.0311, s2.acc: 95.2844, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0407, loss: 0.9557 2022-05-14 21:48:41,537 - mmdet - INFO - Epoch [22][200/7330] lr: 1.000e-04, eta: 1 day, 21:27:37, time: 1.437, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1673, s0.loss_cls: 0.1389, s0.acc: 94.9348, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1859, s1.loss_cls: 0.0636, s1.acc: 95.4473, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0875, s2.loss_cls: 0.0324, s2.acc: 95.2654, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0414, loss: 1.0006 2022-05-14 21:49:54,473 - mmdet - INFO - Epoch [22][250/7330] lr: 1.000e-04, eta: 1 day, 21:26:22, time: 1.459, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1553, s0.loss_cls: 0.1380, s0.acc: 94.8525, s0.loss_bbox: 0.0798, s0.loss_mask: 0.1837, s1.loss_cls: 0.0632, s1.acc: 95.3986, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0871, s2.loss_cls: 0.0320, s2.acc: 95.2118, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0411, loss: 0.9760 2022-05-14 21:51:07,903 - mmdet - INFO - Epoch [22][300/7330] lr: 1.000e-04, eta: 1 day, 21:25:06, time: 1.468, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1574, s0.loss_cls: 0.1471, s0.acc: 94.5686, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1840, s1.loss_cls: 0.0677, s1.acc: 95.0124, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0871, s2.loss_cls: 0.0348, s2.acc: 94.7943, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0412, loss: 1.0133 2022-05-14 21:52:20,208 - mmdet - INFO - Epoch [22][350/7330] lr: 1.000e-04, eta: 1 day, 21:23:50, time: 1.446, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1560, s0.loss_cls: 0.1400, s0.acc: 94.8713, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1849, s1.loss_cls: 0.0646, s1.acc: 95.2373, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0874, s2.loss_cls: 0.0326, s2.acc: 95.1642, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0417, loss: 0.9817 2022-05-14 21:53:33,508 - mmdet - INFO - Epoch [22][400/7330] lr: 1.000e-04, eta: 1 day, 21:22:35, time: 1.466, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1506, s0.loss_cls: 0.1369, s0.acc: 94.7583, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1865, s1.loss_cls: 0.0622, s1.acc: 95.2402, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0884, s2.loss_cls: 0.0325, s2.acc: 94.9616, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0416, loss: 0.9825 2022-05-14 21:54:46,260 - mmdet - INFO - Epoch [22][450/7330] lr: 1.000e-04, eta: 1 day, 21:21:19, time: 1.455, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1490, s0.loss_cls: 0.1366, s0.acc: 94.9148, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1838, s1.loss_cls: 0.0630, s1.acc: 95.3451, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0874, s2.loss_cls: 0.0322, s2.acc: 95.1818, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0417, loss: 0.9709 2022-05-14 21:55:59,240 - mmdet - INFO - Epoch [22][500/7330] lr: 1.000e-04, eta: 1 day, 21:20:03, time: 1.460, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1582, s0.loss_cls: 0.1440, s0.acc: 94.5754, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1899, s1.loss_cls: 0.0659, s1.acc: 95.0603, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0899, s2.loss_cls: 0.0341, s2.acc: 94.7995, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0427, loss: 1.0160 2022-05-14 21:57:10,962 - mmdet - INFO - Epoch [22][550/7330] lr: 1.000e-04, eta: 1 day, 21:18:47, time: 1.434, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1561, s0.loss_cls: 0.1303, s0.acc: 95.1863, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1787, s1.loss_cls: 0.0589, s1.acc: 95.6690, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0848, s2.loss_cls: 0.0301, s2.acc: 95.4422, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0403, loss: 0.9359 2022-05-14 21:58:25,002 - mmdet - INFO - Epoch [22][600/7330] lr: 1.000e-04, eta: 1 day, 21:17:32, time: 1.481, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1561, s0.loss_cls: 0.1385, s0.acc: 94.9146, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1901, s1.loss_cls: 0.0630, s1.acc: 95.3578, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0895, s2.loss_cls: 0.0323, s2.acc: 95.0941, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0427, loss: 0.9978 2022-05-14 21:59:38,046 - mmdet - INFO - Epoch [22][650/7330] lr: 1.000e-04, eta: 1 day, 21:16:16, time: 1.461, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1553, s0.loss_cls: 0.1391, s0.acc: 94.7852, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1868, s1.loss_cls: 0.0644, s1.acc: 95.2110, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0888, s2.loss_cls: 0.0324, s2.acc: 95.0727, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0420, loss: 0.9900 2022-05-14 22:00:51,363 - mmdet - INFO - Epoch [22][700/7330] lr: 1.000e-04, eta: 1 day, 21:15:01, time: 1.466, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1512, s0.loss_cls: 0.1450, s0.acc: 94.7522, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1822, s1.loss_cls: 0.0656, s1.acc: 95.2796, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0859, s2.loss_cls: 0.0334, s2.acc: 95.1690, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0407, loss: 0.9823 2022-05-14 22:02:04,889 - mmdet - INFO - Epoch [22][750/7330] lr: 1.000e-04, eta: 1 day, 21:13:45, time: 1.470, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1572, s0.loss_cls: 0.1443, s0.acc: 94.5994, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1841, s1.loss_cls: 0.0659, s1.acc: 95.1607, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0879, s2.loss_cls: 0.0338, s2.acc: 94.9467, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0418, loss: 0.9973 2022-05-14 22:03:18,824 - mmdet - INFO - Epoch [22][800/7330] lr: 1.000e-04, eta: 1 day, 21:12:30, time: 1.479, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1511, s0.loss_cls: 0.1442, s0.acc: 94.6741, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1822, s1.loss_cls: 0.0652, s1.acc: 95.1887, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0868, s2.loss_cls: 0.0330, s2.acc: 95.1079, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0414, loss: 0.9829 2022-05-14 22:04:30,933 - mmdet - INFO - Epoch [22][850/7330] lr: 1.000e-04, eta: 1 day, 21:11:14, time: 1.442, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1564, s0.loss_cls: 0.1430, s0.acc: 94.7712, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1844, s1.loss_cls: 0.0636, s1.acc: 95.4004, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0870, s2.loss_cls: 0.0324, s2.acc: 95.2011, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0413, loss: 0.9881 2022-05-14 22:05:42,902 - mmdet - INFO - Epoch [22][900/7330] lr: 1.000e-04, eta: 1 day, 21:09:58, time: 1.440, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1580, s0.loss_cls: 0.1456, s0.acc: 94.6208, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1916, s1.loss_cls: 0.0661, s1.acc: 95.1515, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0906, s2.loss_cls: 0.0340, s2.acc: 94.9269, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0427, loss: 1.0248 2022-05-14 22:06:54,694 - mmdet - INFO - Epoch [22][950/7330] lr: 1.000e-04, eta: 1 day, 21:08:41, time: 1.436, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1646, s0.loss_cls: 0.1411, s0.acc: 94.7236, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1884, s1.loss_cls: 0.0643, s1.acc: 95.1838, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0891, s2.loss_cls: 0.0321, s2.acc: 95.0882, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0423, loss: 1.0039 2022-05-14 22:08:08,004 - mmdet - INFO - Epoch [22][1000/7330] lr: 1.000e-04, eta: 1 day, 21:07:26, time: 1.466, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1549, s0.loss_cls: 0.1520, s0.acc: 94.4490, s0.loss_bbox: 0.0880, s0.loss_mask: 0.1940, s1.loss_cls: 0.0706, s1.acc: 94.8673, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0907, s2.loss_cls: 0.0362, s2.acc: 94.6340, s2.loss_bbox: 0.0658, s2.loss_mask: 0.0424, loss: 1.0391 2022-05-14 22:09:20,613 - mmdet - INFO - Epoch [22][1050/7330] lr: 1.000e-04, eta: 1 day, 21:06:10, time: 1.450, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1570, s0.loss_cls: 0.1472, s0.acc: 94.5676, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1872, s1.loss_cls: 0.0672, s1.acc: 95.0614, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0892, s2.loss_cls: 0.0338, s2.acc: 94.9441, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0421, loss: 1.0183 2022-05-14 22:10:33,056 - mmdet - INFO - Epoch [22][1100/7330] lr: 1.000e-04, eta: 1 day, 21:04:54, time: 1.451, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1665, s0.loss_cls: 0.1510, s0.acc: 94.4216, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1869, s1.loss_cls: 0.0693, s1.acc: 94.8863, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0884, s2.loss_cls: 0.0360, s2.acc: 94.6520, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0416, loss: 1.0260 2022-05-14 22:11:45,562 - mmdet - INFO - Epoch [22][1150/7330] lr: 1.000e-04, eta: 1 day, 21:03:38, time: 1.450, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1479, s0.acc: 94.6272, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1804, s1.loss_cls: 0.0673, s1.acc: 95.2140, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0850, s2.loss_cls: 0.0341, s2.acc: 94.9279, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0400, loss: 0.9972 2022-05-14 22:12:57,776 - mmdet - INFO - Epoch [22][1200/7330] lr: 1.000e-04, eta: 1 day, 21:02:22, time: 1.444, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1527, s0.loss_cls: 0.1357, s0.acc: 94.9365, s0.loss_bbox: 0.0795, s0.loss_mask: 0.1804, s1.loss_cls: 0.0620, s1.acc: 95.3356, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0855, s2.loss_cls: 0.0314, s2.acc: 95.1727, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0407, loss: 0.9607 2022-05-14 22:14:11,036 - mmdet - INFO - Epoch [22][1250/7330] lr: 1.000e-04, eta: 1 day, 21:01:06, time: 1.465, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1518, s0.loss_cls: 0.1410, s0.acc: 94.7249, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1875, s1.loss_cls: 0.0644, s1.acc: 95.1782, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0883, s2.loss_cls: 0.0331, s2.acc: 95.0262, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0417, loss: 0.9881 2022-05-14 22:15:24,539 - mmdet - INFO - Epoch [22][1300/7330] lr: 1.000e-04, eta: 1 day, 20:59:51, time: 1.470, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1575, s0.loss_cls: 0.1499, s0.acc: 94.4019, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1823, s1.loss_cls: 0.0691, s1.acc: 94.8140, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0862, s2.loss_cls: 0.0354, s2.acc: 94.6310, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0409, loss: 1.0019 2022-05-14 22:16:36,814 - mmdet - INFO - Epoch [22][1350/7330] lr: 1.000e-04, eta: 1 day, 20:58:35, time: 1.446, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1594, s0.loss_cls: 0.1457, s0.acc: 94.5967, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1890, s1.loss_cls: 0.0676, s1.acc: 95.0502, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0894, s2.loss_cls: 0.0343, s2.acc: 94.8471, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0423, loss: 1.0160 2022-05-14 22:17:50,150 - mmdet - INFO - Epoch [22][1400/7330] lr: 1.000e-04, eta: 1 day, 20:57:19, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1441, s0.acc: 94.7119, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1843, s1.loss_cls: 0.0653, s1.acc: 95.1212, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0877, s2.loss_cls: 0.0333, s2.acc: 94.9033, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0414, loss: 0.9954 2022-05-14 22:19:03,410 - mmdet - INFO - Epoch [22][1450/7330] lr: 1.000e-04, eta: 1 day, 20:56:04, time: 1.465, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1493, s0.acc: 94.4768, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1917, s1.loss_cls: 0.0675, s1.acc: 95.0124, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0906, s2.loss_cls: 0.0344, s2.acc: 94.8655, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0426, loss: 1.0316 2022-05-14 22:20:16,528 - mmdet - INFO - Epoch [22][1500/7330] lr: 1.000e-04, eta: 1 day, 20:54:49, time: 1.462, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1564, s0.loss_cls: 0.1499, s0.acc: 94.4326, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1865, s1.loss_cls: 0.0695, s1.acc: 94.8827, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0879, s2.loss_cls: 0.0350, s2.acc: 94.6714, s2.loss_bbox: 0.0667, s2.loss_mask: 0.0419, loss: 1.0233 2022-05-14 22:21:28,851 - mmdet - INFO - Epoch [22][1550/7330] lr: 1.000e-04, eta: 1 day, 20:53:32, time: 1.447, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1594, s0.loss_cls: 0.1412, s0.acc: 94.8145, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1771, s1.loss_cls: 0.0643, s1.acc: 95.2912, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0833, s2.loss_cls: 0.0330, s2.acc: 95.1234, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0396, loss: 0.9680 2022-05-14 22:22:41,345 - mmdet - INFO - Epoch [22][1600/7330] lr: 1.000e-04, eta: 1 day, 20:52:16, time: 1.450, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1548, s0.loss_cls: 0.1403, s0.acc: 94.8159, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1856, s1.loss_cls: 0.0639, s1.acc: 95.3302, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0870, s2.loss_cls: 0.0329, s2.acc: 95.2292, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0414, loss: 0.9814 2022-05-14 22:23:53,960 - mmdet - INFO - Epoch [22][1650/7330] lr: 1.000e-04, eta: 1 day, 20:51:01, time: 1.452, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1542, s0.loss_cls: 0.1484, s0.acc: 94.5010, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1823, s1.loss_cls: 0.0670, s1.acc: 95.0756, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0855, s2.loss_cls: 0.0345, s2.acc: 94.8027, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0402, loss: 1.0004 2022-05-14 22:25:06,152 - mmdet - INFO - Epoch [22][1700/7330] lr: 1.000e-04, eta: 1 day, 20:49:44, time: 1.444, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1608, s0.loss_cls: 0.1409, s0.acc: 94.7842, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1848, s1.loss_cls: 0.0634, s1.acc: 95.2976, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0869, s2.loss_cls: 0.0326, s2.acc: 95.1383, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0411, loss: 0.9990 2022-05-14 22:26:19,814 - mmdet - INFO - Epoch [22][1750/7330] lr: 1.000e-04, eta: 1 day, 20:48:29, time: 1.473, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1566, s0.loss_cls: 0.1429, s0.acc: 94.8108, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1859, s1.loss_cls: 0.0650, s1.acc: 95.2888, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0878, s2.loss_cls: 0.0329, s2.acc: 95.1082, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0415, loss: 0.9935 2022-05-14 22:27:32,129 - mmdet - INFO - Epoch [22][1800/7330] lr: 1.000e-04, eta: 1 day, 20:47:13, time: 1.447, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1526, s0.loss_cls: 0.1430, s0.acc: 94.7012, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1830, s1.loss_cls: 0.0643, s1.acc: 95.3285, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0868, s2.loss_cls: 0.0327, s2.acc: 95.1909, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0409, loss: 0.9892 2022-05-14 22:28:45,379 - mmdet - INFO - Epoch [22][1850/7330] lr: 1.000e-04, eta: 1 day, 20:45:58, time: 1.465, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1496, s0.acc: 94.4326, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1885, s1.loss_cls: 0.0689, s1.acc: 94.8516, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0890, s2.loss_cls: 0.0354, s2.acc: 94.5893, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0418, loss: 1.0280 2022-05-14 22:29:58,491 - mmdet - INFO - Epoch [22][1900/7330] lr: 1.000e-04, eta: 1 day, 20:44:42, time: 1.462, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1580, s0.loss_cls: 0.1391, s0.acc: 94.8464, s0.loss_bbox: 0.0799, s0.loss_mask: 0.1820, s1.loss_cls: 0.0642, s1.acc: 95.3577, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0860, s2.loss_cls: 0.0329, s2.acc: 95.1511, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0406, loss: 0.9762 2022-05-14 22:31:11,733 - mmdet - INFO - Epoch [22][1950/7330] lr: 1.000e-04, eta: 1 day, 20:43:27, time: 1.465, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1599, s0.loss_cls: 0.1450, s0.acc: 94.5940, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1854, s1.loss_cls: 0.0675, s1.acc: 95.1214, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0874, s2.loss_cls: 0.0353, s2.acc: 94.7692, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0413, loss: 1.0061 2022-05-14 22:32:25,144 - mmdet - INFO - Epoch [22][2000/7330] lr: 1.000e-04, eta: 1 day, 20:42:11, time: 1.468, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1572, s0.loss_cls: 0.1554, s0.acc: 94.3035, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1928, s1.loss_cls: 0.0715, s1.acc: 94.7180, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0910, s2.loss_cls: 0.0365, s2.acc: 94.5630, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0431, loss: 1.0474 2022-05-14 22:33:38,432 - mmdet - INFO - Epoch [22][2050/7330] lr: 1.000e-04, eta: 1 day, 20:40:56, time: 1.466, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1573, s0.loss_cls: 0.1433, s0.acc: 94.7336, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1881, s1.loss_cls: 0.0646, s1.acc: 95.2823, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0890, s2.loss_cls: 0.0332, s2.acc: 95.0838, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0420, loss: 0.9977 2022-05-14 22:34:52,012 - mmdet - INFO - Epoch [22][2100/7330] lr: 1.000e-04, eta: 1 day, 20:39:41, time: 1.471, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1573, s0.loss_cls: 0.1563, s0.acc: 94.2249, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1888, s1.loss_cls: 0.0726, s1.acc: 94.6763, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0898, s2.loss_cls: 0.0371, s2.acc: 94.4838, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0426, loss: 1.0398 2022-05-14 22:36:06,264 - mmdet - INFO - Epoch [22][2150/7330] lr: 1.000e-04, eta: 1 day, 20:38:26, time: 1.485, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1587, s0.loss_cls: 0.1498, s0.acc: 94.4578, s0.loss_bbox: 0.0884, s0.loss_mask: 0.1847, s1.loss_cls: 0.0691, s1.acc: 94.9951, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0873, s2.loss_cls: 0.0348, s2.acc: 94.8851, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0411, loss: 1.0199 2022-05-14 22:37:20,632 - mmdet - INFO - Epoch [22][2200/7330] lr: 1.000e-04, eta: 1 day, 20:37:11, time: 1.487, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1575, s0.loss_cls: 0.1447, s0.acc: 94.6333, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1855, s1.loss_cls: 0.0662, s1.acc: 95.1185, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0882, s2.loss_cls: 0.0336, s2.acc: 94.9492, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0420, loss: 1.0014 2022-05-14 22:38:33,456 - mmdet - INFO - Epoch [22][2250/7330] lr: 1.000e-04, eta: 1 day, 20:35:56, time: 1.456, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1580, s0.loss_cls: 0.1451, s0.acc: 94.6194, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1838, s1.loss_cls: 0.0663, s1.acc: 95.1624, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0870, s2.loss_cls: 0.0340, s2.acc: 94.9356, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0411, loss: 1.0007 2022-05-14 22:39:46,693 - mmdet - INFO - Epoch [22][2300/7330] lr: 1.000e-04, eta: 1 day, 20:34:40, time: 1.464, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1611, s0.loss_cls: 0.1421, s0.acc: 94.7322, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1892, s1.loss_cls: 0.0651, s1.acc: 95.1205, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0895, s2.loss_cls: 0.0333, s2.acc: 94.9627, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0420, loss: 1.0050 2022-05-14 22:41:01,224 - mmdet - INFO - Epoch [22][2350/7330] lr: 1.000e-04, eta: 1 day, 20:33:26, time: 1.491, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1494, s0.acc: 94.4001, s0.loss_bbox: 0.0873, s0.loss_mask: 0.1892, s1.loss_cls: 0.0681, s1.acc: 94.8430, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0896, s2.loss_cls: 0.0351, s2.acc: 94.5522, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0424, loss: 1.0321 2022-05-14 22:42:14,805 - mmdet - INFO - Epoch [22][2400/7330] lr: 1.000e-04, eta: 1 day, 20:32:10, time: 1.472, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1456, s0.acc: 94.5947, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1831, s1.loss_cls: 0.0660, s1.acc: 95.1696, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0867, s2.loss_cls: 0.0335, s2.acc: 94.9437, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0411, loss: 0.9900 2022-05-14 22:43:27,713 - mmdet - INFO - Epoch [22][2450/7330] lr: 1.000e-04, eta: 1 day, 20:30:55, time: 1.458, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1536, s0.loss_cls: 0.1493, s0.acc: 94.5410, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1857, s1.loss_cls: 0.0679, s1.acc: 95.0305, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0882, s2.loss_cls: 0.0352, s2.acc: 94.7690, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0416, loss: 1.0125 2022-05-14 22:44:41,158 - mmdet - INFO - Epoch [22][2500/7330] lr: 1.000e-04, eta: 1 day, 20:29:40, time: 1.469, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1524, s0.acc: 94.4104, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1879, s1.loss_cls: 0.0689, s1.acc: 95.0197, s1.loss_bbox: 0.0998, s1.loss_mask: 0.0880, s2.loss_cls: 0.0358, s2.acc: 94.7377, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0416, loss: 1.0353 2022-05-14 22:45:54,377 - mmdet - INFO - Epoch [22][2550/7330] lr: 1.000e-04, eta: 1 day, 20:28:24, time: 1.464, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1408, s0.acc: 94.7305, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1897, s1.loss_cls: 0.0642, s1.acc: 95.2995, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0902, s2.loss_cls: 0.0332, s2.acc: 94.9762, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0426, loss: 1.0036 2022-05-14 22:47:06,358 - mmdet - INFO - Epoch [22][2600/7330] lr: 1.000e-04, eta: 1 day, 20:27:08, time: 1.440, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1529, s0.loss_cls: 0.1451, s0.acc: 94.5884, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1860, s1.loss_cls: 0.0665, s1.acc: 95.1095, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0881, s2.loss_cls: 0.0343, s2.acc: 94.7395, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0416, loss: 1.0101 2022-05-14 22:48:19,739 - mmdet - INFO - Epoch [22][2650/7330] lr: 1.000e-04, eta: 1 day, 20:25:52, time: 1.468, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1580, s0.loss_cls: 0.1483, s0.acc: 94.5735, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1852, s1.loss_cls: 0.0678, s1.acc: 95.1269, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0872, s2.loss_cls: 0.0343, s2.acc: 94.9151, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0411, loss: 1.0082 2022-05-14 22:49:32,990 - mmdet - INFO - Epoch [22][2700/7330] lr: 1.000e-04, eta: 1 day, 20:24:37, time: 1.465, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1417, s0.acc: 94.7947, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1855, s1.loss_cls: 0.0658, s1.acc: 95.1230, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0874, s2.loss_cls: 0.0338, s2.acc: 94.9599, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0415, loss: 0.9965 2022-05-14 22:50:46,299 - mmdet - INFO - Epoch [22][2750/7330] lr: 1.000e-04, eta: 1 day, 20:23:22, time: 1.466, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1539, s0.loss_cls: 0.1396, s0.acc: 94.8145, s0.loss_bbox: 0.0799, s0.loss_mask: 0.1816, s1.loss_cls: 0.0642, s1.acc: 95.2883, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0860, s2.loss_cls: 0.0333, s2.acc: 95.0330, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0405, loss: 0.9717 2022-05-14 22:51:58,506 - mmdet - INFO - Epoch [22][2800/7330] lr: 1.000e-04, eta: 1 day, 20:22:06, time: 1.444, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1558, s0.loss_cls: 0.1482, s0.acc: 94.5422, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1868, s1.loss_cls: 0.0682, s1.acc: 95.0048, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0879, s2.loss_cls: 0.0345, s2.acc: 94.9052, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0416, loss: 1.0080 2022-05-14 22:53:12,119 - mmdet - INFO - Epoch [22][2850/7330] lr: 1.000e-04, eta: 1 day, 20:20:50, time: 1.472, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1492, s0.acc: 94.5171, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1960, s1.loss_cls: 0.0693, s1.acc: 94.9386, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0928, s2.loss_cls: 0.0354, s2.acc: 94.7415, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0442, loss: 1.0481 2022-05-14 22:54:23,698 - mmdet - INFO - Epoch [22][2900/7330] lr: 1.000e-04, eta: 1 day, 20:19:34, time: 1.432, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1416, s0.acc: 94.7019, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1863, s1.loss_cls: 0.0646, s1.acc: 95.1788, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0879, s2.loss_cls: 0.0327, s2.acc: 95.1019, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0416, loss: 0.9998 2022-05-14 22:55:36,388 - mmdet - INFO - Epoch [22][2950/7330] lr: 1.000e-04, eta: 1 day, 20:18:18, time: 1.454, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1537, s0.acc: 94.3193, s0.loss_bbox: 0.0900, s0.loss_mask: 0.1907, s1.loss_cls: 0.0705, s1.acc: 94.8428, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0892, s2.loss_cls: 0.0356, s2.acc: 94.6933, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0419, loss: 1.0467 2022-05-14 22:56:50,184 - mmdet - INFO - Epoch [22][3000/7330] lr: 1.000e-04, eta: 1 day, 20:17:03, time: 1.476, data_time: 0.026, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1572, s0.loss_cls: 0.1393, s0.acc: 94.8230, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1851, s1.loss_cls: 0.0634, s1.acc: 95.3176, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0884, s2.loss_cls: 0.0324, s2.acc: 95.0439, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0416, loss: 0.9840 2022-05-14 22:58:02,285 - mmdet - INFO - Epoch [22][3050/7330] lr: 1.000e-04, eta: 1 day, 20:15:47, time: 1.442, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1607, s0.loss_cls: 0.1383, s0.acc: 94.8770, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1807, s1.loss_cls: 0.0642, s1.acc: 95.2300, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0859, s2.loss_cls: 0.0332, s2.acc: 94.9239, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0403, loss: 0.9814 2022-05-14 22:59:14,308 - mmdet - INFO - Epoch [22][3100/7330] lr: 1.000e-04, eta: 1 day, 20:14:31, time: 1.440, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1619, s0.loss_cls: 0.1440, s0.acc: 94.7085, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1800, s1.loss_cls: 0.0660, s1.acc: 95.0596, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0851, s2.loss_cls: 0.0336, s2.acc: 94.9655, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0404, loss: 0.9917 2022-05-14 23:00:27,116 - mmdet - INFO - Epoch [22][3150/7330] lr: 1.000e-04, eta: 1 day, 20:13:15, time: 1.456, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1573, s0.loss_cls: 0.1480, s0.acc: 94.5388, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1815, s1.loss_cls: 0.0670, s1.acc: 95.0105, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0858, s2.loss_cls: 0.0342, s2.acc: 94.9385, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0405, loss: 1.0000 2022-05-14 23:01:38,812 - mmdet - INFO - Epoch [22][3200/7330] lr: 1.000e-04, eta: 1 day, 20:11:58, time: 1.433, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1611, s0.loss_cls: 0.1438, s0.acc: 94.7217, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1872, s1.loss_cls: 0.0654, s1.acc: 95.2061, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0877, s2.loss_cls: 0.0329, s2.acc: 95.0548, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0414, loss: 0.9986 2022-05-14 23:02:51,552 - mmdet - INFO - Epoch [22][3250/7330] lr: 1.000e-04, eta: 1 day, 20:10:43, time: 1.455, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1580, s0.loss_cls: 0.1442, s0.acc: 94.7568, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1817, s1.loss_cls: 0.0655, s1.acc: 95.3563, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0863, s2.loss_cls: 0.0338, s2.acc: 95.0506, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0412, loss: 0.9903 2022-05-14 23:04:03,881 - mmdet - INFO - Epoch [22][3300/7330] lr: 1.000e-04, eta: 1 day, 20:09:27, time: 1.446, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1597, s0.loss_cls: 0.1429, s0.acc: 94.7625, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1840, s1.loss_cls: 0.0654, s1.acc: 95.1825, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0876, s2.loss_cls: 0.0329, s2.acc: 95.0290, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0416, loss: 0.9918 2022-05-14 23:05:16,040 - mmdet - INFO - Epoch [22][3350/7330] lr: 1.000e-04, eta: 1 day, 20:08:11, time: 1.443, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1612, s0.loss_cls: 0.1471, s0.acc: 94.6069, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1837, s1.loss_cls: 0.0675, s1.acc: 95.0653, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0870, s2.loss_cls: 0.0347, s2.acc: 94.6981, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0409, loss: 1.0058 2022-05-14 23:06:28,755 - mmdet - INFO - Epoch [22][3400/7330] lr: 1.000e-04, eta: 1 day, 20:06:55, time: 1.454, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1653, s0.loss_cls: 0.1464, s0.acc: 94.6501, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1855, s1.loss_cls: 0.0671, s1.acc: 95.0911, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0880, s2.loss_cls: 0.0339, s2.acc: 94.9581, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0415, loss: 1.0128 2022-05-14 23:07:43,078 - mmdet - INFO - Epoch [22][3450/7330] lr: 1.000e-04, eta: 1 day, 20:05:40, time: 1.487, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1522, s0.loss_cls: 0.1540, s0.acc: 94.2686, s0.loss_bbox: 0.0902, s0.loss_mask: 0.1930, s1.loss_cls: 0.0706, s1.acc: 94.6807, s1.loss_bbox: 0.1021, s1.loss_mask: 0.0912, s2.loss_cls: 0.0360, s2.acc: 94.5213, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0426, loss: 1.0462 2022-05-14 23:08:55,301 - mmdet - INFO - Epoch [22][3500/7330] lr: 1.000e-04, eta: 1 day, 20:04:24, time: 1.444, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1520, s0.loss_cls: 0.1462, s0.acc: 94.6489, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1956, s1.loss_cls: 0.0666, s1.acc: 95.1021, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0922, s2.loss_cls: 0.0331, s2.acc: 95.0932, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0436, loss: 1.0176 2022-05-14 23:10:07,796 - mmdet - INFO - Epoch [22][3550/7330] lr: 1.000e-04, eta: 1 day, 20:03:08, time: 1.450, data_time: 0.011, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1577, s0.loss_cls: 0.1513, s0.acc: 94.5557, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1917, s1.loss_cls: 0.0706, s1.acc: 94.9817, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0906, s2.loss_cls: 0.0360, s2.acc: 94.7507, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0427, loss: 1.0348 2022-05-14 23:11:20,549 - mmdet - INFO - Epoch [22][3600/7330] lr: 1.000e-04, eta: 1 day, 20:01:52, time: 1.455, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1505, s0.loss_cls: 0.1428, s0.acc: 94.6868, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1805, s1.loss_cls: 0.0651, s1.acc: 95.2688, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0858, s2.loss_cls: 0.0332, s2.acc: 95.1316, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0406, loss: 0.9734 2022-05-14 23:12:32,799 - mmdet - INFO - Epoch [22][3650/7330] lr: 1.000e-04, eta: 1 day, 20:00:36, time: 1.445, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1568, s0.loss_cls: 0.1438, s0.acc: 94.7432, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1860, s1.loss_cls: 0.0659, s1.acc: 95.2177, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0883, s2.loss_cls: 0.0334, s2.acc: 95.0682, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0412, loss: 0.9953 2022-05-14 23:13:45,486 - mmdet - INFO - Epoch [22][3700/7330] lr: 1.000e-04, eta: 1 day, 19:59:21, time: 1.454, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1643, s0.loss_cls: 0.1502, s0.acc: 94.4639, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1879, s1.loss_cls: 0.0692, s1.acc: 94.9100, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0890, s2.loss_cls: 0.0354, s2.acc: 94.7047, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0422, loss: 1.0334 2022-05-14 23:14:58,783 - mmdet - INFO - Epoch [22][3750/7330] lr: 1.000e-04, eta: 1 day, 19:58:05, time: 1.466, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1647, s0.loss_cls: 0.1460, s0.acc: 94.5491, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1879, s1.loss_cls: 0.0667, s1.acc: 95.1212, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0890, s2.loss_cls: 0.0340, s2.acc: 94.9441, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0419, loss: 1.0212 2022-05-14 23:16:10,893 - mmdet - INFO - Epoch [22][3800/7330] lr: 1.000e-04, eta: 1 day, 19:56:49, time: 1.442, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1556, s0.loss_cls: 0.1462, s0.acc: 94.5646, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1889, s1.loss_cls: 0.0666, s1.acc: 95.0602, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0892, s2.loss_cls: 0.0341, s2.acc: 94.7381, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0423, loss: 1.0155 2022-05-14 23:17:23,180 - mmdet - INFO - Epoch [22][3850/7330] lr: 1.000e-04, eta: 1 day, 19:55:33, time: 1.446, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1549, s0.loss_cls: 0.1479, s0.acc: 94.6304, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1873, s1.loss_cls: 0.0665, s1.acc: 95.2259, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0888, s2.loss_cls: 0.0345, s2.acc: 94.9608, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0416, loss: 1.0042 2022-05-14 23:18:36,612 - mmdet - INFO - Epoch [22][3900/7330] lr: 1.000e-04, eta: 1 day, 19:54:18, time: 1.469, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1529, s0.acc: 94.2810, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1930, s1.loss_cls: 0.0707, s1.acc: 94.7926, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0906, s2.loss_cls: 0.0360, s2.acc: 94.5917, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0422, loss: 1.0401 2022-05-14 23:19:50,158 - mmdet - INFO - Epoch [22][3950/7330] lr: 1.000e-04, eta: 1 day, 19:53:03, time: 1.471, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1577, s0.loss_cls: 0.1514, s0.acc: 94.4541, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1852, s1.loss_cls: 0.0688, s1.acc: 95.0048, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0875, s2.loss_cls: 0.0352, s2.acc: 94.7592, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0411, loss: 1.0192 2022-05-14 23:21:02,505 - mmdet - INFO - Epoch [22][4000/7330] lr: 1.000e-04, eta: 1 day, 19:51:47, time: 1.445, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1468, s0.acc: 94.5444, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1899, s1.loss_cls: 0.0676, s1.acc: 94.9849, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0893, s2.loss_cls: 0.0344, s2.acc: 94.9103, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0422, loss: 1.0179 2022-05-14 23:22:15,248 - mmdet - INFO - Epoch [22][4050/7330] lr: 1.000e-04, eta: 1 day, 19:50:31, time: 1.456, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1572, s0.loss_cls: 0.1406, s0.acc: 94.8433, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1903, s1.loss_cls: 0.0642, s1.acc: 95.3342, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0899, s2.loss_cls: 0.0322, s2.acc: 95.2118, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0429, loss: 1.0000 2022-05-14 23:23:28,057 - mmdet - INFO - Epoch [22][4100/7330] lr: 1.000e-04, eta: 1 day, 19:49:15, time: 1.456, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1514, s0.loss_cls: 0.1442, s0.acc: 94.7078, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1854, s1.loss_cls: 0.0676, s1.acc: 95.1189, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0876, s2.loss_cls: 0.0345, s2.acc: 94.8596, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0415, loss: 1.0001 2022-05-14 23:24:40,883 - mmdet - INFO - Epoch [22][4150/7330] lr: 1.000e-04, eta: 1 day, 19:48:00, time: 1.456, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1462, s0.acc: 94.5376, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1908, s1.loss_cls: 0.0671, s1.acc: 95.0261, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0902, s2.loss_cls: 0.0343, s2.acc: 94.8493, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0424, loss: 1.0111 2022-05-14 23:25:54,543 - mmdet - INFO - Epoch [22][4200/7330] lr: 1.000e-04, eta: 1 day, 19:46:45, time: 1.473, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1585, s0.loss_cls: 0.1326, s0.acc: 95.1167, s0.loss_bbox: 0.0778, s0.loss_mask: 0.1825, s1.loss_cls: 0.0608, s1.acc: 95.5236, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0864, s2.loss_cls: 0.0316, s2.acc: 95.3007, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0415, loss: 0.9574 2022-05-14 23:27:07,365 - mmdet - INFO - Epoch [22][4250/7330] lr: 1.000e-04, eta: 1 day, 19:45:29, time: 1.457, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1577, s0.loss_cls: 0.1427, s0.acc: 94.6440, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1876, s1.loss_cls: 0.0663, s1.acc: 94.9658, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0888, s2.loss_cls: 0.0340, s2.acc: 94.7750, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0416, loss: 1.0024 2022-05-14 23:28:20,444 - mmdet - INFO - Epoch [22][4300/7330] lr: 1.000e-04, eta: 1 day, 19:44:13, time: 1.461, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1465, s0.acc: 94.7188, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1891, s1.loss_cls: 0.0668, s1.acc: 95.1862, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0898, s2.loss_cls: 0.0339, s2.acc: 95.0661, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0426, loss: 1.0089 2022-05-14 23:29:33,956 - mmdet - INFO - Epoch [22][4350/7330] lr: 1.000e-04, eta: 1 day, 19:42:58, time: 1.470, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1496, s0.loss_cls: 0.1432, s0.acc: 94.7012, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1847, s1.loss_cls: 0.0653, s1.acc: 95.2539, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0871, s2.loss_cls: 0.0341, s2.acc: 94.9866, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0412, loss: 0.9904 2022-05-14 23:30:47,319 - mmdet - INFO - Epoch [22][4400/7330] lr: 1.000e-04, eta: 1 day, 19:41:43, time: 1.467, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1629, s0.loss_cls: 0.1441, s0.acc: 94.6885, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1859, s1.loss_cls: 0.0652, s1.acc: 95.2400, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0878, s2.loss_cls: 0.0333, s2.acc: 94.9856, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0410, loss: 1.0030 2022-05-14 23:32:00,582 - mmdet - INFO - Epoch [22][4450/7330] lr: 1.000e-04, eta: 1 day, 19:40:28, time: 1.464, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1608, s0.loss_cls: 0.1431, s0.acc: 94.5759, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1863, s1.loss_cls: 0.0662, s1.acc: 95.0600, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0881, s2.loss_cls: 0.0339, s2.acc: 94.8588, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0421, loss: 1.0008 2022-05-14 23:33:13,217 - mmdet - INFO - Epoch [22][4500/7330] lr: 1.000e-04, eta: 1 day, 19:39:12, time: 1.453, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1499, s0.acc: 94.5022, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1976, s1.loss_cls: 0.0688, s1.acc: 94.9453, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0933, s2.loss_cls: 0.0349, s2.acc: 94.8225, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0438, loss: 1.0408 2022-05-14 23:34:25,434 - mmdet - INFO - Epoch [22][4550/7330] lr: 1.000e-04, eta: 1 day, 19:37:56, time: 1.444, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1551, s0.loss_cls: 0.1476, s0.acc: 94.5413, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1859, s1.loss_cls: 0.0672, s1.acc: 95.0436, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0874, s2.loss_cls: 0.0347, s2.acc: 94.8150, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0413, loss: 1.0040 2022-05-14 23:35:38,306 - mmdet - INFO - Epoch [22][4600/7330] lr: 1.000e-04, eta: 1 day, 19:36:40, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1571, s0.loss_cls: 0.1473, s0.acc: 94.5420, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1875, s1.loss_cls: 0.0677, s1.acc: 95.0030, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0886, s2.loss_cls: 0.0350, s2.acc: 94.7337, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0420, loss: 1.0107 2022-05-14 23:36:50,563 - mmdet - INFO - Epoch [22][4650/7330] lr: 1.000e-04, eta: 1 day, 19:35:24, time: 1.445, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1537, s0.loss_cls: 0.1427, s0.acc: 94.7271, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1879, s1.loss_cls: 0.0646, s1.acc: 95.2434, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0887, s2.loss_cls: 0.0329, s2.acc: 94.9918, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0420, loss: 0.9995 2022-05-14 23:38:03,295 - mmdet - INFO - Epoch [22][4700/7330] lr: 1.000e-04, eta: 1 day, 19:34:08, time: 1.455, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1634, s0.loss_cls: 0.1394, s0.acc: 94.8860, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1806, s1.loss_cls: 0.0628, s1.acc: 95.3910, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0851, s2.loss_cls: 0.0321, s2.acc: 95.2168, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0401, loss: 0.9819 2022-05-14 23:39:14,558 - mmdet - INFO - Epoch [22][4750/7330] lr: 1.000e-04, eta: 1 day, 19:32:52, time: 1.425, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1578, s0.loss_cls: 0.1419, s0.acc: 94.7375, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1917, s1.loss_cls: 0.0647, s1.acc: 95.2097, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0904, s2.loss_cls: 0.0331, s2.acc: 95.0395, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0428, loss: 1.0128 2022-05-14 23:40:26,951 - mmdet - INFO - Epoch [22][4800/7330] lr: 1.000e-04, eta: 1 day, 19:31:36, time: 1.448, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1550, s0.loss_cls: 0.1410, s0.acc: 94.7891, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1845, s1.loss_cls: 0.0659, s1.acc: 95.1672, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0874, s2.loss_cls: 0.0335, s2.acc: 95.0187, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0412, loss: 0.9872 2022-05-14 23:41:38,282 - mmdet - INFO - Epoch [22][4850/7330] lr: 1.000e-04, eta: 1 day, 19:30:19, time: 1.426, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1656, s0.loss_cls: 0.1388, s0.acc: 94.8223, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1850, s1.loss_cls: 0.0628, s1.acc: 95.2907, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0872, s2.loss_cls: 0.0321, s2.acc: 95.1130, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0414, loss: 0.9970 2022-05-14 23:42:51,428 - mmdet - INFO - Epoch [22][4900/7330] lr: 1.000e-04, eta: 1 day, 19:29:04, time: 1.463, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0290, loss_semantic_seg: 0.1603, s0.loss_cls: 0.1461, s0.acc: 94.6643, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1817, s1.loss_cls: 0.0669, s1.acc: 95.1823, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0848, s2.loss_cls: 0.0342, s2.acc: 94.9936, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0399, loss: 1.0029 2022-05-14 23:44:04,063 - mmdet - INFO - Epoch [22][4950/7330] lr: 1.000e-04, eta: 1 day, 19:27:48, time: 1.453, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1509, s0.acc: 94.4683, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1888, s1.loss_cls: 0.0701, s1.acc: 94.8789, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0890, s2.loss_cls: 0.0357, s2.acc: 94.6190, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0422, loss: 1.0330 2022-05-14 23:45:16,941 - mmdet - INFO - Epoch [22][5000/7330] lr: 1.000e-04, eta: 1 day, 19:26:33, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1620, s0.loss_cls: 0.1525, s0.acc: 94.4807, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1901, s1.loss_cls: 0.0700, s1.acc: 94.9373, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0897, s2.loss_cls: 0.0354, s2.acc: 94.7680, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0424, loss: 1.0394 2022-05-14 23:46:29,328 - mmdet - INFO - Epoch [22][5050/7330] lr: 1.000e-04, eta: 1 day, 19:25:17, time: 1.448, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1595, s0.loss_cls: 0.1463, s0.acc: 94.6611, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1837, s1.loss_cls: 0.0677, s1.acc: 95.0789, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0874, s2.loss_cls: 0.0347, s2.acc: 94.8466, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0416, loss: 1.0013 2022-05-14 23:47:41,182 - mmdet - INFO - Epoch [22][5100/7330] lr: 1.000e-04, eta: 1 day, 19:24:00, time: 1.437, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1591, s0.loss_cls: 0.1424, s0.acc: 94.7888, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1885, s1.loss_cls: 0.0652, s1.acc: 95.2409, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0889, s2.loss_cls: 0.0332, s2.acc: 95.1571, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0422, loss: 0.9950 2022-05-14 23:48:53,279 - mmdet - INFO - Epoch [22][5150/7330] lr: 1.000e-04, eta: 1 day, 19:22:44, time: 1.442, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1581, s0.loss_cls: 0.1472, s0.acc: 94.5581, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1866, s1.loss_cls: 0.0682, s1.acc: 94.9664, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0876, s2.loss_cls: 0.0347, s2.acc: 94.7203, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0414, loss: 1.0108 2022-05-14 23:50:04,716 - mmdet - INFO - Epoch [22][5200/7330] lr: 1.000e-04, eta: 1 day, 19:21:28, time: 1.429, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1578, s0.loss_cls: 0.1363, s0.acc: 94.8589, s0.loss_bbox: 0.0809, s0.loss_mask: 0.1841, s1.loss_cls: 0.0625, s1.acc: 95.3502, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0875, s2.loss_cls: 0.0324, s2.acc: 95.0809, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0415, loss: 0.9791 2022-05-14 23:51:16,907 - mmdet - INFO - Epoch [22][5250/7330] lr: 1.000e-04, eta: 1 day, 19:20:12, time: 1.444, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1469, s0.loss_cls: 0.1389, s0.acc: 94.8789, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1828, s1.loss_cls: 0.0634, s1.acc: 95.3658, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0868, s2.loss_cls: 0.0322, s2.acc: 95.2023, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0411, loss: 0.9710 2022-05-14 23:52:29,610 - mmdet - INFO - Epoch [22][5300/7330] lr: 1.000e-04, eta: 1 day, 19:18:56, time: 1.454, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1539, s0.loss_cls: 0.1442, s0.acc: 94.6348, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1894, s1.loss_cls: 0.0654, s1.acc: 95.1412, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0898, s2.loss_cls: 0.0335, s2.acc: 94.9052, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0426, loss: 1.0142 2022-05-14 23:53:41,867 - mmdet - INFO - Epoch [22][5350/7330] lr: 1.000e-04, eta: 1 day, 19:17:40, time: 1.445, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1574, s0.loss_cls: 0.1517, s0.acc: 94.4150, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1881, s1.loss_cls: 0.0700, s1.acc: 94.8417, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0882, s2.loss_cls: 0.0362, s2.acc: 94.6569, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0415, loss: 1.0238 2022-05-14 23:54:54,242 - mmdet - INFO - Epoch [22][5400/7330] lr: 1.000e-04, eta: 1 day, 19:16:24, time: 1.447, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1488, s0.acc: 94.6724, s0.loss_bbox: 0.0812, s0.loss_mask: 0.1878, s1.loss_cls: 0.0679, s1.acc: 95.2281, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0883, s2.loss_cls: 0.0348, s2.acc: 95.0223, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0417, loss: 1.0134 2022-05-14 23:56:06,535 - mmdet - INFO - Epoch [22][5450/7330] lr: 1.000e-04, eta: 1 day, 19:15:08, time: 1.445, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1359, s0.acc: 94.9333, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1900, s1.loss_cls: 0.0624, s1.acc: 95.4009, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0902, s2.loss_cls: 0.0317, s2.acc: 95.1754, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0428, loss: 0.9932 2022-05-14 23:57:19,152 - mmdet - INFO - Epoch [22][5500/7330] lr: 1.000e-04, eta: 1 day, 19:13:52, time: 1.451, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1559, s0.loss_cls: 0.1432, s0.acc: 94.6450, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1799, s1.loss_cls: 0.0653, s1.acc: 95.0816, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0848, s2.loss_cls: 0.0335, s2.acc: 94.8693, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0404, loss: 0.9812 2022-05-14 23:58:31,935 - mmdet - INFO - Epoch [22][5550/7330] lr: 1.000e-04, eta: 1 day, 19:12:37, time: 1.458, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1571, s0.loss_cls: 0.1440, s0.acc: 94.5972, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1865, s1.loss_cls: 0.0672, s1.acc: 94.9480, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0877, s2.loss_cls: 0.0344, s2.acc: 94.7527, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0414, loss: 1.0080 2022-05-14 23:59:45,151 - mmdet - INFO - Epoch [22][5600/7330] lr: 1.000e-04, eta: 1 day, 19:11:21, time: 1.464, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1509, s0.loss_cls: 0.1413, s0.acc: 94.7119, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1910, s1.loss_cls: 0.0652, s1.acc: 95.0974, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0908, s2.loss_cls: 0.0331, s2.acc: 94.8739, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0431, loss: 1.0020 2022-05-15 00:00:59,403 - mmdet - INFO - Epoch [22][5650/7330] lr: 1.000e-04, eta: 1 day, 19:10:07, time: 1.485, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1586, s0.loss_cls: 0.1398, s0.acc: 94.8330, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1825, s1.loss_cls: 0.0624, s1.acc: 95.3823, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0864, s2.loss_cls: 0.0321, s2.acc: 95.2227, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0408, loss: 0.9780 2022-05-15 00:02:11,421 - mmdet - INFO - Epoch [22][5700/7330] lr: 1.000e-04, eta: 1 day, 19:08:51, time: 1.440, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1657, s0.loss_cls: 0.1498, s0.acc: 94.5645, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1921, s1.loss_cls: 0.0686, s1.acc: 95.0365, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0908, s2.loss_cls: 0.0345, s2.acc: 94.8495, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0429, loss: 1.0290 2022-05-15 00:03:23,074 - mmdet - INFO - Epoch [22][5750/7330] lr: 1.000e-04, eta: 1 day, 19:07:34, time: 1.433, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1559, s0.loss_cls: 0.1396, s0.acc: 94.9675, s0.loss_bbox: 0.0783, s0.loss_mask: 0.1813, s1.loss_cls: 0.0643, s1.acc: 95.3970, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0860, s2.loss_cls: 0.0330, s2.acc: 95.1495, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0405, loss: 0.9707 2022-05-15 00:04:35,051 - mmdet - INFO - Epoch [22][5800/7330] lr: 1.000e-04, eta: 1 day, 19:06:18, time: 1.439, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1608, s0.loss_cls: 0.1569, s0.acc: 94.2839, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1909, s1.loss_cls: 0.0736, s1.acc: 94.6957, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0904, s2.loss_cls: 0.0369, s2.acc: 94.4140, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0426, loss: 1.0369 2022-05-15 00:05:46,129 - mmdet - INFO - Epoch [22][5850/7330] lr: 1.000e-04, eta: 1 day, 19:05:01, time: 1.421, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1586, s0.loss_cls: 0.1442, s0.acc: 94.6370, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1900, s1.loss_cls: 0.0670, s1.acc: 94.9995, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0892, s2.loss_cls: 0.0344, s2.acc: 94.7872, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0424, loss: 1.0078 2022-05-15 00:06:58,492 - mmdet - INFO - Epoch [22][5900/7330] lr: 1.000e-04, eta: 1 day, 19:03:46, time: 1.447, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1583, s0.loss_cls: 0.1501, s0.acc: 94.4792, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1865, s1.loss_cls: 0.0695, s1.acc: 94.8795, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0881, s2.loss_cls: 0.0360, s2.acc: 94.6900, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0414, loss: 1.0228 2022-05-15 00:08:11,084 - mmdet - INFO - Epoch [22][5950/7330] lr: 1.000e-04, eta: 1 day, 19:02:30, time: 1.452, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1449, s0.acc: 94.6262, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1904, s1.loss_cls: 0.0665, s1.acc: 95.0878, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0897, s2.loss_cls: 0.0345, s2.acc: 94.8480, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0422, loss: 1.0245 2022-05-15 00:09:23,586 - mmdet - INFO - Epoch [22][6000/7330] lr: 1.000e-04, eta: 1 day, 19:01:14, time: 1.450, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1664, s0.loss_cls: 0.1434, s0.acc: 94.7871, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1855, s1.loss_cls: 0.0659, s1.acc: 95.2799, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0871, s2.loss_cls: 0.0336, s2.acc: 95.0565, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0409, loss: 0.9994 2022-05-15 00:10:36,133 - mmdet - INFO - Epoch [22][6050/7330] lr: 1.000e-04, eta: 1 day, 18:59:58, time: 1.451, data_time: 0.024, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1573, s0.loss_cls: 0.1500, s0.acc: 94.4922, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1948, s1.loss_cls: 0.0681, s1.acc: 94.9790, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0921, s2.loss_cls: 0.0345, s2.acc: 94.7903, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0432, loss: 1.0328 2022-05-15 00:11:48,791 - mmdet - INFO - Epoch [22][6100/7330] lr: 1.000e-04, eta: 1 day, 18:58:43, time: 1.453, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1507, s0.loss_cls: 0.1562, s0.acc: 94.2034, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1902, s1.loss_cls: 0.0731, s1.acc: 94.5200, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0896, s2.loss_cls: 0.0375, s2.acc: 94.2554, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0424, loss: 1.0383 2022-05-15 00:13:01,545 - mmdet - INFO - Epoch [22][6150/7330] lr: 1.000e-04, eta: 1 day, 18:57:27, time: 1.455, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1669, s0.loss_cls: 0.1487, s0.acc: 94.5405, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1852, s1.loss_cls: 0.0687, s1.acc: 95.0029, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0876, s2.loss_cls: 0.0349, s2.acc: 94.8876, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0416, loss: 1.0156 2022-05-15 00:14:13,817 - mmdet - INFO - Epoch [22][6200/7330] lr: 1.000e-04, eta: 1 day, 18:56:11, time: 1.445, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1585, s0.loss_cls: 0.1474, s0.acc: 94.5664, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1878, s1.loss_cls: 0.0671, s1.acc: 95.0192, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0897, s2.loss_cls: 0.0343, s2.acc: 94.9315, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0425, loss: 1.0128 2022-05-15 00:15:26,645 - mmdet - INFO - Epoch [22][6250/7330] lr: 1.000e-04, eta: 1 day, 18:54:55, time: 1.456, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1545, s0.loss_cls: 0.1492, s0.acc: 94.5586, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1888, s1.loss_cls: 0.0690, s1.acc: 95.0410, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0890, s2.loss_cls: 0.0349, s2.acc: 94.8596, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0419, loss: 1.0112 2022-05-15 00:16:39,303 - mmdet - INFO - Epoch [22][6300/7330] lr: 1.000e-04, eta: 1 day, 18:53:40, time: 1.454, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1521, s0.loss_cls: 0.1465, s0.acc: 94.5066, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1881, s1.loss_cls: 0.0671, s1.acc: 94.9359, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0886, s2.loss_cls: 0.0343, s2.acc: 94.6564, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0419, loss: 1.0144 2022-05-15 00:17:52,263 - mmdet - INFO - Epoch [22][6350/7330] lr: 1.000e-04, eta: 1 day, 18:52:24, time: 1.459, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1531, s0.acc: 94.4722, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1853, s1.loss_cls: 0.0708, s1.acc: 94.8311, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0871, s2.loss_cls: 0.0365, s2.acc: 94.6884, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0410, loss: 1.0211 2022-05-15 00:19:05,055 - mmdet - INFO - Epoch [22][6400/7330] lr: 1.000e-04, eta: 1 day, 18:51:09, time: 1.456, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1603, s0.loss_cls: 0.1466, s0.acc: 94.7412, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1903, s1.loss_cls: 0.0678, s1.acc: 95.1320, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0900, s2.loss_cls: 0.0340, s2.acc: 95.0234, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0426, loss: 1.0058 2022-05-15 00:20:17,685 - mmdet - INFO - Epoch [22][6450/7330] lr: 1.000e-04, eta: 1 day, 18:49:53, time: 1.452, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1558, s0.loss_cls: 0.1435, s0.acc: 94.6887, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1852, s1.loss_cls: 0.0649, s1.acc: 95.1639, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0883, s2.loss_cls: 0.0337, s2.acc: 94.9778, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0416, loss: 0.9975 2022-05-15 00:21:30,743 - mmdet - INFO - Epoch [22][6500/7330] lr: 1.000e-04, eta: 1 day, 18:48:38, time: 1.461, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1582, s0.loss_cls: 0.1478, s0.acc: 94.5332, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1876, s1.loss_cls: 0.0687, s1.acc: 94.9514, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0885, s2.loss_cls: 0.0345, s2.acc: 94.7643, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0419, loss: 1.0157 2022-05-15 00:22:43,541 - mmdet - INFO - Epoch [22][6550/7330] lr: 1.000e-04, eta: 1 day, 18:47:22, time: 1.455, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1614, s0.loss_cls: 0.1484, s0.acc: 94.5366, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1869, s1.loss_cls: 0.0684, s1.acc: 94.9612, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0888, s2.loss_cls: 0.0351, s2.acc: 94.7474, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0424, loss: 1.0193 2022-05-15 00:23:56,565 - mmdet - INFO - Epoch [22][6600/7330] lr: 1.000e-04, eta: 1 day, 18:46:07, time: 1.461, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1538, s0.loss_cls: 0.1405, s0.acc: 94.8232, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1841, s1.loss_cls: 0.0643, s1.acc: 95.2273, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0865, s2.loss_cls: 0.0324, s2.acc: 95.0830, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0410, loss: 0.9855 2022-05-15 00:25:08,819 - mmdet - INFO - Epoch [22][6650/7330] lr: 1.000e-04, eta: 1 day, 18:44:51, time: 1.445, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1325, s0.acc: 95.1777, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1856, s1.loss_cls: 0.0612, s1.acc: 95.5661, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0877, s2.loss_cls: 0.0316, s2.acc: 95.3925, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0414, loss: 0.9685 2022-05-15 00:26:21,359 - mmdet - INFO - Epoch [22][6700/7330] lr: 1.000e-04, eta: 1 day, 18:43:35, time: 1.451, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1578, s0.loss_cls: 0.1402, s0.acc: 94.8601, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1871, s1.loss_cls: 0.0650, s1.acc: 95.2977, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0891, s2.loss_cls: 0.0336, s2.acc: 95.0735, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0423, loss: 0.9990 2022-05-15 00:27:34,141 - mmdet - INFO - Epoch [22][6750/7330] lr: 1.000e-04, eta: 1 day, 18:42:19, time: 1.456, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0278, loss_semantic_seg: 0.1561, s0.loss_cls: 0.1417, s0.acc: 94.6309, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1854, s1.loss_cls: 0.0660, s1.acc: 95.0465, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0876, s2.loss_cls: 0.0336, s2.acc: 94.9589, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0414, loss: 0.9956 2022-05-15 00:28:46,573 - mmdet - INFO - Epoch [22][6800/7330] lr: 1.000e-04, eta: 1 day, 18:41:04, time: 1.448, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1399, s0.acc: 94.8982, s0.loss_bbox: 0.0788, s0.loss_mask: 0.1827, s1.loss_cls: 0.0644, s1.acc: 95.2826, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0865, s2.loss_cls: 0.0322, s2.acc: 95.2048, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0412, loss: 0.9811 2022-05-15 00:30:00,276 - mmdet - INFO - Epoch [22][6850/7330] lr: 1.000e-04, eta: 1 day, 18:39:49, time: 1.474, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1638, s0.loss_cls: 0.1447, s0.acc: 94.6001, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1915, s1.loss_cls: 0.0668, s1.acc: 95.0444, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0903, s2.loss_cls: 0.0337, s2.acc: 94.9279, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0426, loss: 1.0191 2022-05-15 00:31:12,272 - mmdet - INFO - Epoch [22][6900/7330] lr: 1.000e-04, eta: 1 day, 18:38:33, time: 1.440, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1535, s0.loss_cls: 0.1378, s0.acc: 94.8728, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1866, s1.loss_cls: 0.0620, s1.acc: 95.4286, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0883, s2.loss_cls: 0.0311, s2.acc: 95.3350, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0418, loss: 0.9807 2022-05-15 00:32:24,684 - mmdet - INFO - Epoch [22][6950/7330] lr: 1.000e-04, eta: 1 day, 18:37:17, time: 1.448, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1549, s0.loss_cls: 0.1375, s0.acc: 94.9822, s0.loss_bbox: 0.0798, s0.loss_mask: 0.1846, s1.loss_cls: 0.0623, s1.acc: 95.4520, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0881, s2.loss_cls: 0.0323, s2.acc: 95.2721, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0420, loss: 0.9743 2022-05-15 00:33:36,347 - mmdet - INFO - Epoch [22][7000/7330] lr: 1.000e-04, eta: 1 day, 18:36:00, time: 1.434, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1566, s0.loss_cls: 0.1345, s0.acc: 95.0977, s0.loss_bbox: 0.0787, s0.loss_mask: 0.1818, s1.loss_cls: 0.0628, s1.acc: 95.4577, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0854, s2.loss_cls: 0.0327, s2.acc: 95.1508, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0405, loss: 0.9601 2022-05-15 00:34:48,424 - mmdet - INFO - Epoch [22][7050/7330] lr: 1.000e-04, eta: 1 day, 18:34:44, time: 1.442, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1585, s0.loss_cls: 0.1452, s0.acc: 94.6628, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1935, s1.loss_cls: 0.0671, s1.acc: 95.0253, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0910, s2.loss_cls: 0.0345, s2.acc: 94.7384, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0431, loss: 1.0255 2022-05-15 00:36:00,494 - mmdet - INFO - Epoch [22][7100/7330] lr: 1.000e-04, eta: 1 day, 18:33:28, time: 1.441, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1668, s0.loss_cls: 0.1449, s0.acc: 94.6558, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1877, s1.loss_cls: 0.0664, s1.acc: 95.1214, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0883, s2.loss_cls: 0.0335, s2.acc: 95.0051, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0417, loss: 1.0146 2022-05-15 00:37:14,133 - mmdet - INFO - Epoch [22][7150/7330] lr: 1.000e-04, eta: 1 day, 18:32:13, time: 1.473, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1520, s0.loss_cls: 0.1369, s0.acc: 94.9570, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1844, s1.loss_cls: 0.0630, s1.acc: 95.4225, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0870, s2.loss_cls: 0.0321, s2.acc: 95.1868, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0412, loss: 0.9717 2022-05-15 00:38:27,090 - mmdet - INFO - Epoch [22][7200/7330] lr: 1.000e-04, eta: 1 day, 18:30:58, time: 1.459, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0270, loss_semantic_seg: 0.1600, s0.loss_cls: 0.1425, s0.acc: 94.6418, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1823, s1.loss_cls: 0.0649, s1.acc: 95.1073, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0848, s2.loss_cls: 0.0334, s2.acc: 94.8761, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0397, loss: 0.9941 2022-05-15 00:39:40,689 - mmdet - INFO - Epoch [22][7250/7330] lr: 1.000e-04, eta: 1 day, 18:29:43, time: 1.472, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1631, s0.loss_cls: 0.1571, s0.acc: 94.3523, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1891, s1.loss_cls: 0.0717, s1.acc: 94.8779, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0893, s2.loss_cls: 0.0369, s2.acc: 94.5306, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0419, loss: 1.0482 2022-05-15 00:40:52,784 - mmdet - INFO - Epoch [22][7300/7330] lr: 1.000e-04, eta: 1 day, 18:28:27, time: 1.442, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1456, s0.acc: 94.6074, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1911, s1.loss_cls: 0.0667, s1.acc: 95.1103, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0901, s2.loss_cls: 0.0339, s2.acc: 94.8972, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0426, loss: 1.0149 2022-05-15 00:41:53,192 - mmdet - INFO - Saving checkpoint at 22 epochs 2022-05-15 00:47:35,061 - mmdet - INFO - Evaluating bbox... 2022-05-15 00:48:19,844 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.562 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.749 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.623 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.403 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.603 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.700 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.580 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.769 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.856 2022-05-15 00:48:19,845 - mmdet - INFO - Evaluating segm... 2022-05-15 00:49:12,599 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.490 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.729 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.537 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.295 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.524 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 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.632 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 ] = 0.672 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.777 2022-05-15 00:49:13,485 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-15 00:49:13,487 - mmdet - INFO - Epoch(val) [22][313] bbox_mAP: 0.5620, bbox_mAP_50: 0.7490, bbox_mAP_75: 0.6230, bbox_mAP_s: 0.4030, bbox_mAP_m: 0.6030, bbox_mAP_l: 0.7000, bbox_mAP_copypaste: 0.562 0.749 0.623 0.403 0.603 0.700, segm_mAP: 0.4900, segm_mAP_50: 0.7290, segm_mAP_75: 0.5370, segm_mAP_s: 0.2950, segm_mAP_m: 0.5240, segm_mAP_l: 0.6740, segm_mAP_copypaste: 0.490 0.729 0.537 0.295 0.524 0.674 2022-05-15 00:54:48,470 - mmdet - INFO - Epoch [23][50/7330] lr: 1.000e-04, eta: 1 day, 18:28:45, time: 6.698, data_time: 5.222, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1510, s0.loss_cls: 0.1429, s0.acc: 94.6731, s0.loss_bbox: 0.0797, s0.loss_mask: 0.1844, s1.loss_cls: 0.0657, s1.acc: 95.1428, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0876, s2.loss_cls: 0.0340, s2.acc: 94.9013, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0417, loss: 0.9819 2022-05-15 00:56:01,472 - mmdet - INFO - Epoch [23][100/7330] lr: 1.000e-04, eta: 1 day, 18:27:29, time: 1.460, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1442, s0.loss_cls: 0.1471, s0.acc: 94.5427, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1923, s1.loss_cls: 0.0670, s1.acc: 95.0913, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0911, s2.loss_cls: 0.0339, s2.acc: 94.9702, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0431, loss: 1.0066 2022-05-15 00:57:15,063 - mmdet - INFO - Epoch [23][150/7330] lr: 1.000e-04, eta: 1 day, 18:26:14, time: 1.472, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1530, s0.loss_cls: 0.1510, s0.acc: 94.4104, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1863, s1.loss_cls: 0.0702, s1.acc: 94.8279, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0883, s2.loss_cls: 0.0353, s2.acc: 94.6888, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0418, loss: 1.0056 2022-05-15 00:58:28,399 - mmdet - INFO - Epoch [23][200/7330] lr: 1.000e-04, eta: 1 day, 18:24:59, time: 1.467, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1655, s0.loss_cls: 0.1435, s0.acc: 94.7576, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1780, s1.loss_cls: 0.0653, s1.acc: 95.2959, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0839, s2.loss_cls: 0.0331, s2.acc: 95.1398, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0398, loss: 0.9847 2022-05-15 00:59:42,404 - mmdet - INFO - Epoch [23][250/7330] lr: 1.000e-04, eta: 1 day, 18:23:44, time: 1.480, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1510, s0.loss_cls: 0.1454, s0.acc: 94.6016, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1880, s1.loss_cls: 0.0671, s1.acc: 94.9863, s1.loss_bbox: 0.0986, s1.loss_mask: 0.0888, s2.loss_cls: 0.0341, s2.acc: 94.8143, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0420, loss: 1.0097 2022-05-15 01:00:54,812 - mmdet - INFO - Epoch [23][300/7330] lr: 1.000e-04, eta: 1 day, 18:22:28, time: 1.448, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1568, s0.loss_cls: 0.1444, s0.acc: 94.6685, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1872, s1.loss_cls: 0.0661, s1.acc: 95.1219, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0881, s2.loss_cls: 0.0332, s2.acc: 95.0462, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0420, loss: 1.0045 2022-05-15 01:02:06,440 - mmdet - INFO - Epoch [23][350/7330] lr: 1.000e-04, eta: 1 day, 18:21:12, time: 1.432, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1567, s0.loss_cls: 0.1487, s0.acc: 94.5125, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1852, s1.loss_cls: 0.0684, s1.acc: 94.9694, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0874, s2.loss_cls: 0.0349, s2.acc: 94.8125, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0414, loss: 1.0149 2022-05-15 01:03:19,009 - mmdet - INFO - Epoch [23][400/7330] lr: 1.000e-04, eta: 1 day, 18:19:56, time: 1.451, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1550, s0.loss_cls: 0.1432, s0.acc: 94.6653, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1873, s1.loss_cls: 0.0655, s1.acc: 95.1194, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0881, s2.loss_cls: 0.0340, s2.acc: 94.9012, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0417, loss: 1.0037 2022-05-15 01:04:31,761 - mmdet - INFO - Epoch [23][450/7330] lr: 1.000e-04, eta: 1 day, 18:18:40, time: 1.455, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1608, s0.loss_cls: 0.1380, s0.acc: 94.8643, s0.loss_bbox: 0.0788, s0.loss_mask: 0.1809, s1.loss_cls: 0.0622, s1.acc: 95.3685, s1.loss_bbox: 0.0893, s1.loss_mask: 0.0852, s2.loss_cls: 0.0316, s2.acc: 95.2921, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0405, loss: 0.9705 2022-05-15 01:05:45,200 - mmdet - INFO - Epoch [23][500/7330] lr: 1.000e-04, eta: 1 day, 18:17:25, time: 1.469, data_time: 0.024, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1551, s0.loss_cls: 0.1456, s0.acc: 94.6436, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1830, s1.loss_cls: 0.0665, s1.acc: 95.1743, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0862, s2.loss_cls: 0.0345, s2.acc: 94.9101, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0409, loss: 1.0043 2022-05-15 01:06:58,179 - mmdet - INFO - Epoch [23][550/7330] lr: 1.000e-04, eta: 1 day, 18:16:09, time: 1.460, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1544, s0.loss_cls: 0.1448, s0.acc: 94.7034, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1908, s1.loss_cls: 0.0667, s1.acc: 95.1042, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0902, s2.loss_cls: 0.0337, s2.acc: 94.9614, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0427, loss: 1.0076 2022-05-15 01:08:10,301 - mmdet - INFO - Epoch [23][600/7330] lr: 1.000e-04, eta: 1 day, 18:14:53, time: 1.442, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1515, s0.loss_cls: 0.1548, s0.acc: 94.2949, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1905, s1.loss_cls: 0.0706, s1.acc: 94.8831, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0898, s2.loss_cls: 0.0356, s2.acc: 94.7676, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0422, loss: 1.0291 2022-05-15 01:09:22,551 - mmdet - INFO - Epoch [23][650/7330] lr: 1.000e-04, eta: 1 day, 18:13:37, time: 1.446, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0276, loss_semantic_seg: 0.1639, s0.loss_cls: 0.1531, s0.acc: 94.3606, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1884, s1.loss_cls: 0.0710, s1.acc: 94.7709, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0890, s2.loss_cls: 0.0360, s2.acc: 94.6316, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0419, loss: 1.0382 2022-05-15 01:10:35,516 - mmdet - INFO - Epoch [23][700/7330] lr: 1.000e-04, eta: 1 day, 18:12:22, time: 1.459, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1543, s0.loss_cls: 0.1473, s0.acc: 94.4800, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1920, s1.loss_cls: 0.0686, s1.acc: 94.8984, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0905, s2.loss_cls: 0.0352, s2.acc: 94.7059, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0424, loss: 1.0241 2022-05-15 01:11:46,949 - mmdet - INFO - Epoch [23][750/7330] lr: 1.000e-04, eta: 1 day, 18:11:05, time: 1.429, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1524, s0.loss_cls: 0.1423, s0.acc: 94.7205, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1851, s1.loss_cls: 0.0655, s1.acc: 95.1964, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0884, s2.loss_cls: 0.0337, s2.acc: 94.9741, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0418, loss: 0.9919 2022-05-15 01:13:00,361 - mmdet - INFO - Epoch [23][800/7330] lr: 1.000e-04, eta: 1 day, 18:09:50, time: 1.468, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1563, s0.loss_cls: 0.1496, s0.acc: 94.4507, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1892, s1.loss_cls: 0.0691, s1.acc: 94.8726, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0892, s2.loss_cls: 0.0350, s2.acc: 94.6761, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0426, loss: 1.0138 2022-05-15 01:14:12,219 - mmdet - INFO - Epoch [23][850/7330] lr: 1.000e-04, eta: 1 day, 18:08:34, time: 1.438, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1586, s0.loss_cls: 0.1387, s0.acc: 94.7434, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1863, s1.loss_cls: 0.0634, s1.acc: 95.2784, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0883, s2.loss_cls: 0.0328, s2.acc: 95.0590, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0422, loss: 0.9930 2022-05-15 01:15:24,999 - mmdet - INFO - Epoch [23][900/7330] lr: 1.000e-04, eta: 1 day, 18:07:18, time: 1.456, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1638, s0.loss_cls: 0.1521, s0.acc: 94.3843, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1839, s1.loss_cls: 0.0697, s1.acc: 94.8855, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0875, s2.loss_cls: 0.0352, s2.acc: 94.7117, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0412, loss: 1.0153 2022-05-15 01:16:38,214 - mmdet - INFO - Epoch [23][950/7330] lr: 1.000e-04, eta: 1 day, 18:06:03, time: 1.464, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1581, s0.loss_cls: 0.1522, s0.acc: 94.3652, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1884, s1.loss_cls: 0.0707, s1.acc: 94.7004, s1.loss_bbox: 0.1011, s1.loss_mask: 0.0895, s2.loss_cls: 0.0362, s2.acc: 94.6162, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0422, loss: 1.0361 2022-05-15 01:17:50,911 - mmdet - INFO - Epoch [23][1000/7330] lr: 1.000e-04, eta: 1 day, 18:04:47, time: 1.454, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1564, s0.loss_cls: 0.1505, s0.acc: 94.4158, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1896, s1.loss_cls: 0.0700, s1.acc: 94.7745, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0896, s2.loss_cls: 0.0359, s2.acc: 94.5310, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0425, loss: 1.0246 2022-05-15 01:19:04,212 - mmdet - INFO - Epoch [23][1050/7330] lr: 1.000e-04, eta: 1 day, 18:03:32, time: 1.466, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1533, s0.loss_cls: 0.1394, s0.acc: 94.8120, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1842, s1.loss_cls: 0.0645, s1.acc: 95.2988, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0866, s2.loss_cls: 0.0335, s2.acc: 95.0562, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0410, loss: 0.9825 2022-05-15 01:20:17,756 - mmdet - INFO - Epoch [23][1100/7330] lr: 1.000e-04, eta: 1 day, 18:02:17, time: 1.471, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1604, s0.loss_cls: 0.1475, s0.acc: 94.5085, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1939, s1.loss_cls: 0.0676, s1.acc: 94.9567, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0917, s2.loss_cls: 0.0342, s2.acc: 94.8107, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0436, loss: 1.0291 2022-05-15 01:21:30,972 - mmdet - INFO - Epoch [23][1150/7330] lr: 1.000e-04, eta: 1 day, 18:01:01, time: 1.464, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1525, s0.loss_cls: 0.1446, s0.acc: 94.6519, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1850, s1.loss_cls: 0.0661, s1.acc: 95.1692, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0873, s2.loss_cls: 0.0342, s2.acc: 94.9488, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0411, loss: 0.9901 2022-05-15 01:22:43,716 - mmdet - INFO - Epoch [23][1200/7330] lr: 1.000e-04, eta: 1 day, 17:59:46, time: 1.455, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1464, s0.loss_cls: 0.1403, s0.acc: 94.8635, s0.loss_bbox: 0.0805, s0.loss_mask: 0.1855, s1.loss_cls: 0.0629, s1.acc: 95.4277, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0879, s2.loss_cls: 0.0327, s2.acc: 95.1606, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0411, loss: 0.9737 2022-05-15 01:23:55,843 - mmdet - INFO - Epoch [23][1250/7330] lr: 1.000e-04, eta: 1 day, 17:58:30, time: 1.442, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1548, s0.loss_cls: 0.1455, s0.acc: 94.5774, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1867, s1.loss_cls: 0.0662, s1.acc: 95.0833, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0880, s2.loss_cls: 0.0341, s2.acc: 94.9764, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0417, loss: 0.9984 2022-05-15 01:25:09,403 - mmdet - INFO - Epoch [23][1300/7330] lr: 1.000e-04, eta: 1 day, 17:57:15, time: 1.472, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1542, s0.loss_cls: 0.1474, s0.acc: 94.5840, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1786, s1.loss_cls: 0.0690, s1.acc: 95.0101, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0844, s2.loss_cls: 0.0353, s2.acc: 94.7971, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0401, loss: 0.9877 2022-05-15 01:26:22,591 - mmdet - INFO - Epoch [23][1350/7330] lr: 1.000e-04, eta: 1 day, 17:55:59, time: 1.464, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1569, s0.loss_cls: 0.1518, s0.acc: 94.4092, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1817, s1.loss_cls: 0.0698, s1.acc: 94.8771, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0856, s2.loss_cls: 0.0354, s2.acc: 94.8050, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0406, loss: 1.0085 2022-05-15 01:27:34,830 - mmdet - INFO - Epoch [23][1400/7330] lr: 1.000e-04, eta: 1 day, 17:54:43, time: 1.445, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1568, s0.acc: 94.2493, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1872, s1.loss_cls: 0.0728, s1.acc: 94.6122, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0886, s2.loss_cls: 0.0374, s2.acc: 94.3575, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0420, loss: 1.0368 2022-05-15 01:28:47,198 - mmdet - INFO - Epoch [23][1450/7330] lr: 1.000e-04, eta: 1 day, 17:53:27, time: 1.447, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1597, s0.loss_cls: 0.1425, s0.acc: 94.7163, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1815, s1.loss_cls: 0.0664, s1.acc: 95.1607, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0862, s2.loss_cls: 0.0344, s2.acc: 94.8947, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0407, loss: 0.9931 2022-05-15 01:29:59,473 - mmdet - INFO - Epoch [23][1500/7330] lr: 1.000e-04, eta: 1 day, 17:52:11, time: 1.446, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1569, s0.loss_cls: 0.1567, s0.acc: 94.4221, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1862, s1.loss_cls: 0.0709, s1.acc: 94.8820, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0882, s2.loss_cls: 0.0361, s2.acc: 94.7784, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0416, loss: 1.0259 2022-05-15 01:31:12,408 - mmdet - INFO - Epoch [23][1550/7330] lr: 1.000e-04, eta: 1 day, 17:50:56, time: 1.458, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1495, s0.loss_cls: 0.1418, s0.acc: 94.7791, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1836, s1.loss_cls: 0.0635, s1.acc: 95.3401, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0872, s2.loss_cls: 0.0325, s2.acc: 95.1589, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0415, loss: 0.9783 2022-05-15 01:32:24,986 - mmdet - INFO - Epoch [23][1600/7330] lr: 1.000e-04, eta: 1 day, 17:49:40, time: 1.451, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1527, s0.loss_cls: 0.1403, s0.acc: 94.8105, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1853, s1.loss_cls: 0.0637, s1.acc: 95.3186, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0881, s2.loss_cls: 0.0328, s2.acc: 95.0570, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0416, loss: 0.9788 2022-05-15 01:33:37,564 - mmdet - INFO - Epoch [23][1650/7330] lr: 1.000e-04, eta: 1 day, 17:48:24, time: 1.452, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1630, s0.loss_cls: 0.1464, s0.acc: 94.5811, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1885, s1.loss_cls: 0.0680, s1.acc: 95.0236, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0890, s2.loss_cls: 0.0342, s2.acc: 94.8620, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0421, loss: 1.0206 2022-05-15 01:34:49,504 - mmdet - INFO - Epoch [23][1700/7330] lr: 1.000e-04, eta: 1 day, 17:47:08, time: 1.439, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1478, s0.loss_cls: 0.1323, s0.acc: 95.0938, s0.loss_bbox: 0.0780, s0.loss_mask: 0.1803, s1.loss_cls: 0.0590, s1.acc: 95.6747, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0850, s2.loss_cls: 0.0303, s2.acc: 95.4586, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0401, loss: 0.9418 2022-05-15 01:36:01,988 - mmdet - INFO - Epoch [23][1750/7330] lr: 1.000e-04, eta: 1 day, 17:45:52, time: 1.450, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1577, s0.loss_cls: 0.1490, s0.acc: 94.4304, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1867, s1.loss_cls: 0.0680, s1.acc: 94.8799, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0884, s2.loss_cls: 0.0348, s2.acc: 94.7643, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0419, loss: 1.0180 2022-05-15 01:37:14,937 - mmdet - INFO - Epoch [23][1800/7330] lr: 1.000e-04, eta: 1 day, 17:44:37, time: 1.459, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1584, s0.loss_cls: 0.1430, s0.acc: 94.7136, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1843, s1.loss_cls: 0.0658, s1.acc: 95.1554, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0870, s2.loss_cls: 0.0342, s2.acc: 94.9128, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0413, loss: 1.0014 2022-05-15 01:38:27,820 - mmdet - INFO - Epoch [23][1850/7330] lr: 1.000e-04, eta: 1 day, 17:43:21, time: 1.457, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1553, s0.loss_cls: 0.1431, s0.acc: 94.5400, s0.loss_bbox: 0.0879, s0.loss_mask: 0.1881, s1.loss_cls: 0.0661, s1.acc: 94.9601, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0887, s2.loss_cls: 0.0341, s2.acc: 94.6852, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0418, loss: 1.0170 2022-05-15 01:39:40,734 - mmdet - INFO - Epoch [23][1900/7330] lr: 1.000e-04, eta: 1 day, 17:42:06, time: 1.459, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1589, s0.loss_cls: 0.1493, s0.acc: 94.4463, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1922, s1.loss_cls: 0.0684, s1.acc: 94.9243, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0905, s2.loss_cls: 0.0352, s2.acc: 94.7150, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0427, loss: 1.0341 2022-05-15 01:40:53,895 - mmdet - INFO - Epoch [23][1950/7330] lr: 1.000e-04, eta: 1 day, 17:40:51, time: 1.463, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1547, s0.loss_cls: 0.1361, s0.acc: 94.9456, s0.loss_bbox: 0.0808, s0.loss_mask: 0.1838, s1.loss_cls: 0.0626, s1.acc: 95.4293, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0869, s2.loss_cls: 0.0317, s2.acc: 95.2762, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0411, loss: 0.9798 2022-05-15 01:42:07,824 - mmdet - INFO - Epoch [23][2000/7330] lr: 1.000e-04, eta: 1 day, 17:39:36, time: 1.478, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1639, s0.loss_cls: 0.1523, s0.acc: 94.3772, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1911, s1.loss_cls: 0.0702, s1.acc: 94.8526, s1.loss_bbox: 0.1001, s1.loss_mask: 0.0908, s2.loss_cls: 0.0357, s2.acc: 94.6709, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0428, loss: 1.0454 2022-05-15 01:43:21,987 - mmdet - INFO - Epoch [23][2050/7330] lr: 1.000e-04, eta: 1 day, 17:38:21, time: 1.484, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1593, s0.loss_cls: 0.1447, s0.acc: 94.6086, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1886, s1.loss_cls: 0.0668, s1.acc: 95.0671, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0903, s2.loss_cls: 0.0340, s2.acc: 94.8506, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0430, loss: 1.0148 2022-05-15 01:44:34,766 - mmdet - INFO - Epoch [23][2100/7330] lr: 1.000e-04, eta: 1 day, 17:37:05, time: 1.456, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1544, s0.loss_cls: 0.1423, s0.acc: 94.8516, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1781, s1.loss_cls: 0.0650, s1.acc: 95.3159, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0840, s2.loss_cls: 0.0325, s2.acc: 95.1368, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0399, loss: 0.9724 2022-05-15 01:45:49,081 - mmdet - INFO - Epoch [23][2150/7330] lr: 1.000e-04, eta: 1 day, 17:35:51, time: 1.486, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1538, s0.loss_cls: 0.1396, s0.acc: 94.8364, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1840, s1.loss_cls: 0.0628, s1.acc: 95.4060, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0875, s2.loss_cls: 0.0322, s2.acc: 95.2291, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0413, loss: 0.9853 2022-05-15 01:47:01,252 - mmdet - INFO - Epoch [23][2200/7330] lr: 1.000e-04, eta: 1 day, 17:34:35, time: 1.443, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1526, s0.loss_cls: 0.1388, s0.acc: 94.7598, s0.loss_bbox: 0.0808, s0.loss_mask: 0.1868, s1.loss_cls: 0.0626, s1.acc: 95.2569, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0884, s2.loss_cls: 0.0320, s2.acc: 95.1575, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0418, loss: 0.9828 2022-05-15 01:48:13,596 - mmdet - INFO - Epoch [23][2250/7330] lr: 1.000e-04, eta: 1 day, 17:33:19, time: 1.448, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1606, s0.loss_cls: 0.1390, s0.acc: 94.8503, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1837, s1.loss_cls: 0.0630, s1.acc: 95.4037, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0871, s2.loss_cls: 0.0320, s2.acc: 95.2394, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0412, loss: 0.9889 2022-05-15 01:49:26,587 - mmdet - INFO - Epoch [23][2300/7330] lr: 1.000e-04, eta: 1 day, 17:32:03, time: 1.460, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1577, s0.loss_cls: 0.1473, s0.acc: 94.6440, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1857, s1.loss_cls: 0.0666, s1.acc: 95.2276, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0884, s2.loss_cls: 0.0340, s2.acc: 94.9521, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0422, loss: 1.0030 2022-05-15 01:50:40,482 - mmdet - INFO - Epoch [23][2350/7330] lr: 1.000e-04, eta: 1 day, 17:30:48, time: 1.478, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1504, s0.acc: 94.4480, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1892, s1.loss_cls: 0.0695, s1.acc: 94.8860, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0885, s2.loss_cls: 0.0358, s2.acc: 94.6621, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0416, loss: 1.0272 2022-05-15 01:51:54,301 - mmdet - INFO - Epoch [23][2400/7330] lr: 1.000e-04, eta: 1 day, 17:29:33, time: 1.476, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1612, s0.loss_cls: 0.1465, s0.acc: 94.5740, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1862, s1.loss_cls: 0.0682, s1.acc: 94.9795, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0876, s2.loss_cls: 0.0340, s2.acc: 94.9528, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0415, loss: 1.0084 2022-05-15 01:53:07,605 - mmdet - INFO - Epoch [23][2450/7330] lr: 1.000e-04, eta: 1 day, 17:28:18, time: 1.466, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1609, s0.loss_cls: 0.1431, s0.acc: 94.7651, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1872, s1.loss_cls: 0.0660, s1.acc: 95.2329, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0885, s2.loss_cls: 0.0337, s2.acc: 95.0391, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0419, loss: 1.0075 2022-05-15 01:54:21,116 - mmdet - INFO - Epoch [23][2500/7330] lr: 1.000e-04, eta: 1 day, 17:27:03, time: 1.470, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1561, s0.loss_cls: 0.1422, s0.acc: 94.7002, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1903, s1.loss_cls: 0.0660, s1.acc: 95.0673, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0903, s2.loss_cls: 0.0340, s2.acc: 94.8552, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0427, loss: 1.0063 2022-05-15 01:55:33,596 - mmdet - INFO - Epoch [23][2550/7330] lr: 1.000e-04, eta: 1 day, 17:25:47, time: 1.450, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1543, s0.loss_cls: 0.1432, s0.acc: 94.7798, s0.loss_bbox: 0.0801, s0.loss_mask: 0.1829, s1.loss_cls: 0.0660, s1.acc: 95.2263, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0866, s2.loss_cls: 0.0341, s2.acc: 95.0534, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0415, loss: 0.9833 2022-05-15 01:56:46,515 - mmdet - INFO - Epoch [23][2600/7330] lr: 1.000e-04, eta: 1 day, 17:24:32, time: 1.456, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1566, s0.loss_cls: 0.1413, s0.acc: 94.7148, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1789, s1.loss_cls: 0.0649, s1.acc: 95.1583, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0847, s2.loss_cls: 0.0330, s2.acc: 95.0690, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0402, loss: 0.9815 2022-05-15 01:58:00,098 - mmdet - INFO - Epoch [23][2650/7330] lr: 1.000e-04, eta: 1 day, 17:23:17, time: 1.474, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1356, s0.acc: 95.0049, s0.loss_bbox: 0.0798, s0.loss_mask: 0.1797, s1.loss_cls: 0.0624, s1.acc: 95.3908, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0851, s2.loss_cls: 0.0315, s2.acc: 95.1910, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0404, loss: 0.9750 2022-05-15 01:59:13,444 - mmdet - INFO - Epoch [23][2700/7330] lr: 1.000e-04, eta: 1 day, 17:22:01, time: 1.467, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1632, s0.loss_cls: 0.1508, s0.acc: 94.5291, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1853, s1.loss_cls: 0.0695, s1.acc: 95.0294, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0877, s2.loss_cls: 0.0352, s2.acc: 94.7847, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0415, loss: 1.0220 2022-05-15 02:00:28,107 - mmdet - INFO - Epoch [23][2750/7330] lr: 1.000e-04, eta: 1 day, 17:20:47, time: 1.493, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1529, s0.loss_cls: 0.1367, s0.acc: 94.9414, s0.loss_bbox: 0.0808, s0.loss_mask: 0.1848, s1.loss_cls: 0.0605, s1.acc: 95.5504, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0878, s2.loss_cls: 0.0312, s2.acc: 95.3312, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0415, loss: 0.9776 2022-05-15 02:01:39,894 - mmdet - INFO - Epoch [23][2800/7330] lr: 1.000e-04, eta: 1 day, 17:19:31, time: 1.436, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1640, s0.loss_cls: 0.1405, s0.acc: 94.8481, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1804, s1.loss_cls: 0.0651, s1.acc: 95.2830, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0855, s2.loss_cls: 0.0331, s2.acc: 95.1125, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0408, loss: 0.9862 2022-05-15 02:02:52,957 - mmdet - INFO - Epoch [23][2850/7330] lr: 1.000e-04, eta: 1 day, 17:18:15, time: 1.461, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1549, s0.loss_cls: 0.1453, s0.acc: 94.6055, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1843, s1.loss_cls: 0.0676, s1.acc: 95.0022, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0870, s2.loss_cls: 0.0338, s2.acc: 94.9818, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0409, loss: 0.9896 2022-05-15 02:04:05,705 - mmdet - INFO - Epoch [23][2900/7330] lr: 1.000e-04, eta: 1 day, 17:17:00, time: 1.455, data_time: 0.011, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1629, s0.loss_cls: 0.1370, s0.acc: 94.8699, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1838, s1.loss_cls: 0.0629, s1.acc: 95.3332, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0868, s2.loss_cls: 0.0324, s2.acc: 95.1662, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0408, loss: 0.9850 2022-05-15 02:05:19,133 - mmdet - INFO - Epoch [23][2950/7330] lr: 1.000e-04, eta: 1 day, 17:15:45, time: 1.468, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1515, s0.loss_cls: 0.1406, s0.acc: 94.8315, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1813, s1.loss_cls: 0.0637, s1.acc: 95.3397, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0850, s2.loss_cls: 0.0319, s2.acc: 95.2518, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0400, loss: 0.9705 2022-05-15 02:06:31,672 - mmdet - INFO - Epoch [23][3000/7330] lr: 1.000e-04, eta: 1 day, 17:14:29, time: 1.451, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1477, s0.loss_cls: 0.1419, s0.acc: 94.7910, s0.loss_bbox: 0.0827, s0.loss_mask: 0.1875, s1.loss_cls: 0.0653, s1.acc: 95.2951, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0894, s2.loss_cls: 0.0333, s2.acc: 95.1026, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0424, loss: 0.9931 2022-05-15 02:07:44,178 - mmdet - INFO - Epoch [23][3050/7330] lr: 1.000e-04, eta: 1 day, 17:13:13, time: 1.450, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1536, s0.loss_cls: 0.1386, s0.acc: 94.8599, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1864, s1.loss_cls: 0.0643, s1.acc: 95.3133, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0876, s2.loss_cls: 0.0323, s2.acc: 95.2084, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0414, loss: 0.9901 2022-05-15 02:08:57,704 - mmdet - INFO - Epoch [23][3100/7330] lr: 1.000e-04, eta: 1 day, 17:11:58, time: 1.471, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1529, s0.loss_cls: 0.1416, s0.acc: 94.7668, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1866, s1.loss_cls: 0.0650, s1.acc: 95.2019, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0885, s2.loss_cls: 0.0330, s2.acc: 95.0860, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0417, loss: 0.9865 2022-05-15 02:10:10,723 - mmdet - INFO - Epoch [23][3150/7330] lr: 1.000e-04, eta: 1 day, 17:10:43, time: 1.460, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1567, s0.loss_cls: 0.1528, s0.acc: 94.4529, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1892, s1.loss_cls: 0.0697, s1.acc: 94.9260, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0895, s2.loss_cls: 0.0357, s2.acc: 94.6813, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0423, loss: 1.0239 2022-05-15 02:11:23,076 - mmdet - INFO - Epoch [23][3200/7330] lr: 1.000e-04, eta: 1 day, 17:09:27, time: 1.447, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1540, s0.loss_cls: 0.1495, s0.acc: 94.5571, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1856, s1.loss_cls: 0.0679, s1.acc: 95.0706, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0873, s2.loss_cls: 0.0348, s2.acc: 94.8637, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0411, loss: 1.0105 2022-05-15 02:12:36,229 - mmdet - INFO - Epoch [23][3250/7330] lr: 1.000e-04, eta: 1 day, 17:08:11, time: 1.463, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1521, s0.loss_cls: 0.1480, s0.acc: 94.6230, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1836, s1.loss_cls: 0.0681, s1.acc: 95.0204, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0874, s2.loss_cls: 0.0351, s2.acc: 94.7950, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0411, loss: 1.0050 2022-05-15 02:13:49,118 - mmdet - INFO - Epoch [23][3300/7330] lr: 1.000e-04, eta: 1 day, 17:06:56, time: 1.458, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1529, s0.loss_cls: 0.1460, s0.acc: 94.6960, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1816, s1.loss_cls: 0.0675, s1.acc: 95.1465, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0857, s2.loss_cls: 0.0346, s2.acc: 94.9335, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0406, loss: 0.9872 2022-05-15 02:15:01,332 - mmdet - INFO - Epoch [23][3350/7330] lr: 1.000e-04, eta: 1 day, 17:05:40, time: 1.444, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1516, s0.loss_cls: 0.1518, s0.acc: 94.4595, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1876, s1.loss_cls: 0.0701, s1.acc: 94.9124, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0887, s2.loss_cls: 0.0355, s2.acc: 94.6786, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0421, loss: 1.0200 2022-05-15 02:16:14,144 - mmdet - INFO - Epoch [23][3400/7330] lr: 1.000e-04, eta: 1 day, 17:04:25, time: 1.456, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1606, s0.loss_cls: 0.1500, s0.acc: 94.4197, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1873, s1.loss_cls: 0.0694, s1.acc: 94.8757, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0885, s2.loss_cls: 0.0357, s2.acc: 94.6671, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0418, loss: 1.0188 2022-05-15 02:17:26,836 - mmdet - INFO - Epoch [23][3450/7330] lr: 1.000e-04, eta: 1 day, 17:03:09, time: 1.454, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1539, s0.loss_cls: 0.1427, s0.acc: 94.6606, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1900, s1.loss_cls: 0.0657, s1.acc: 95.1181, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0899, s2.loss_cls: 0.0332, s2.acc: 94.9359, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0422, loss: 1.0008 2022-05-15 02:18:39,212 - mmdet - INFO - Epoch [23][3500/7330] lr: 1.000e-04, eta: 1 day, 17:01:53, time: 1.448, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1612, s0.loss_cls: 0.1460, s0.acc: 94.6499, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1860, s1.loss_cls: 0.0664, s1.acc: 95.1239, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0875, s2.loss_cls: 0.0343, s2.acc: 94.9250, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0413, loss: 1.0069 2022-05-15 02:19:52,376 - mmdet - INFO - Epoch [23][3550/7330] lr: 1.000e-04, eta: 1 day, 17:00:38, time: 1.463, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1533, s0.loss_cls: 0.1427, s0.acc: 94.7263, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1863, s1.loss_cls: 0.0651, s1.acc: 95.2009, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0884, s2.loss_cls: 0.0337, s2.acc: 94.8806, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0417, loss: 0.9888 2022-05-15 02:21:05,905 - mmdet - INFO - Epoch [23][3600/7330] lr: 1.000e-04, eta: 1 day, 16:59:23, time: 1.471, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1422, s0.acc: 94.6816, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1885, s1.loss_cls: 0.0642, s1.acc: 95.2784, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0891, s2.loss_cls: 0.0333, s2.acc: 95.0568, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0421, loss: 0.9988 2022-05-15 02:22:19,116 - mmdet - INFO - Epoch [23][3650/7330] lr: 1.000e-04, eta: 1 day, 16:58:07, time: 1.464, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1554, s0.loss_cls: 0.1532, s0.acc: 94.3689, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1860, s1.loss_cls: 0.0708, s1.acc: 94.8913, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0871, s2.loss_cls: 0.0363, s2.acc: 94.6103, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0413, loss: 1.0315 2022-05-15 02:23:32,186 - mmdet - INFO - Epoch [23][3700/7330] lr: 1.000e-04, eta: 1 day, 16:56:52, time: 1.460, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1608, s0.loss_cls: 0.1454, s0.acc: 94.6851, s0.loss_bbox: 0.0810, s0.loss_mask: 0.1874, s1.loss_cls: 0.0675, s1.acc: 95.0850, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0891, s2.loss_cls: 0.0345, s2.acc: 94.9095, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0423, loss: 1.0051 2022-05-15 02:24:43,653 - mmdet - INFO - Epoch [23][3750/7330] lr: 1.000e-04, eta: 1 day, 16:55:36, time: 1.431, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1603, s0.loss_cls: 0.1333, s0.acc: 95.0662, s0.loss_bbox: 0.0787, s0.loss_mask: 0.1832, s1.loss_cls: 0.0616, s1.acc: 95.4888, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0869, s2.loss_cls: 0.0313, s2.acc: 95.3904, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0411, loss: 0.9649 2022-05-15 02:25:56,644 - mmdet - INFO - Epoch [23][3800/7330] lr: 1.000e-04, eta: 1 day, 16:54:20, time: 1.460, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1570, s0.loss_cls: 0.1389, s0.acc: 94.8618, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1825, s1.loss_cls: 0.0629, s1.acc: 95.3300, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0856, s2.loss_cls: 0.0323, s2.acc: 95.1568, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0403, loss: 0.9754 2022-05-15 02:27:08,882 - mmdet - INFO - Epoch [23][3850/7330] lr: 1.000e-04, eta: 1 day, 16:53:04, time: 1.444, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1574, s0.loss_cls: 0.1367, s0.acc: 94.9126, s0.loss_bbox: 0.0783, s0.loss_mask: 0.1810, s1.loss_cls: 0.0628, s1.acc: 95.3321, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0864, s2.loss_cls: 0.0320, s2.acc: 95.2079, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0408, loss: 0.9657 2022-05-15 02:28:21,892 - mmdet - INFO - Epoch [23][3900/7330] lr: 1.000e-04, eta: 1 day, 16:51:49, time: 1.461, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1603, s0.loss_cls: 0.1422, s0.acc: 94.6135, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1907, s1.loss_cls: 0.0661, s1.acc: 95.0061, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0896, s2.loss_cls: 0.0339, s2.acc: 94.8349, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0428, loss: 1.0142 2022-05-15 02:29:33,939 - mmdet - INFO - Epoch [23][3950/7330] lr: 1.000e-04, eta: 1 day, 16:50:33, time: 1.441, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1540, s0.loss_cls: 0.1339, s0.acc: 94.9644, s0.loss_bbox: 0.0773, s0.loss_mask: 0.1839, s1.loss_cls: 0.0616, s1.acc: 95.4731, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0870, s2.loss_cls: 0.0322, s2.acc: 95.1517, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0411, loss: 0.9577 2022-05-15 02:30:46,980 - mmdet - INFO - Epoch [23][4000/7330] lr: 1.000e-04, eta: 1 day, 16:49:18, time: 1.461, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1670, s0.loss_cls: 0.1390, s0.acc: 94.8171, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1815, s1.loss_cls: 0.0637, s1.acc: 95.2893, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0854, s2.loss_cls: 0.0327, s2.acc: 95.0973, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0405, loss: 0.9856 2022-05-15 02:31:59,461 - mmdet - INFO - Epoch [23][4050/7330] lr: 1.000e-04, eta: 1 day, 16:48:02, time: 1.449, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1649, s0.loss_cls: 0.1479, s0.acc: 94.5332, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1846, s1.loss_cls: 0.0680, s1.acc: 95.0328, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0868, s2.loss_cls: 0.0346, s2.acc: 94.9224, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0408, loss: 1.0150 2022-05-15 02:33:11,910 - mmdet - INFO - Epoch [23][4100/7330] lr: 1.000e-04, eta: 1 day, 16:46:46, time: 1.449, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1506, s0.acc: 94.4592, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1919, s1.loss_cls: 0.0685, s1.acc: 94.9619, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0912, s2.loss_cls: 0.0354, s2.acc: 94.7650, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0429, loss: 1.0386 2022-05-15 02:34:23,870 - mmdet - INFO - Epoch [23][4150/7330] lr: 1.000e-04, eta: 1 day, 16:45:30, time: 1.439, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1550, s0.loss_cls: 0.1413, s0.acc: 94.7754, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1874, s1.loss_cls: 0.0647, s1.acc: 95.2886, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0877, s2.loss_cls: 0.0327, s2.acc: 95.2007, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0415, loss: 0.9908 2022-05-15 02:35:37,706 - mmdet - INFO - Epoch [23][4200/7330] lr: 1.000e-04, eta: 1 day, 16:44:15, time: 1.477, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1545, s0.loss_cls: 0.1489, s0.acc: 94.5015, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1880, s1.loss_cls: 0.0679, s1.acc: 95.0500, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0886, s2.loss_cls: 0.0345, s2.acc: 94.9188, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0416, loss: 1.0132 2022-05-15 02:36:50,045 - mmdet - INFO - Epoch [23][4250/7330] lr: 1.000e-04, eta: 1 day, 16:42:59, time: 1.447, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1432, s0.acc: 94.6707, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1889, s1.loss_cls: 0.0655, s1.acc: 95.1400, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0897, s2.loss_cls: 0.0340, s2.acc: 94.8593, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0426, loss: 1.0076 2022-05-15 02:38:01,650 - mmdet - INFO - Epoch [23][4300/7330] lr: 1.000e-04, eta: 1 day, 16:41:43, time: 1.432, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1581, s0.loss_cls: 0.1473, s0.acc: 94.5962, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1868, s1.loss_cls: 0.0671, s1.acc: 95.1112, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0888, s2.loss_cls: 0.0339, s2.acc: 94.9734, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0421, loss: 1.0101 2022-05-15 02:39:14,393 - mmdet - INFO - Epoch [23][4350/7330] lr: 1.000e-04, eta: 1 day, 16:40:28, time: 1.455, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1559, s0.loss_cls: 0.1419, s0.acc: 94.7891, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1825, s1.loss_cls: 0.0640, s1.acc: 95.3082, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0858, s2.loss_cls: 0.0326, s2.acc: 95.2301, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0406, loss: 0.9892 2022-05-15 02:40:27,885 - mmdet - INFO - Epoch [23][4400/7330] lr: 1.000e-04, eta: 1 day, 16:39:13, time: 1.470, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1542, s0.loss_cls: 0.1358, s0.acc: 94.7925, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1853, s1.loss_cls: 0.0631, s1.acc: 95.2489, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0885, s2.loss_cls: 0.0326, s2.acc: 95.0340, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0418, loss: 0.9805 2022-05-15 02:41:40,451 - mmdet - INFO - Epoch [23][4450/7330] lr: 1.000e-04, eta: 1 day, 16:37:57, time: 1.451, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1460, s0.loss_cls: 0.1553, s0.acc: 94.3538, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1854, s1.loss_cls: 0.0721, s1.acc: 94.8680, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0879, s2.loss_cls: 0.0364, s2.acc: 94.6613, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0413, loss: 1.0146 2022-05-15 02:42:53,046 - mmdet - INFO - Epoch [23][4500/7330] lr: 1.000e-04, eta: 1 day, 16:36:41, time: 1.452, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1590, s0.loss_cls: 0.1487, s0.acc: 94.5723, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1855, s1.loss_cls: 0.0677, s1.acc: 95.0929, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0881, s2.loss_cls: 0.0350, s2.acc: 94.8847, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0414, loss: 1.0128 2022-05-15 02:44:06,803 - mmdet - INFO - Epoch [23][4550/7330] lr: 1.000e-04, eta: 1 day, 16:35:26, time: 1.475, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1697, s0.loss_cls: 0.1523, s0.acc: 94.3879, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1838, s1.loss_cls: 0.0707, s1.acc: 94.7699, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0871, s2.loss_cls: 0.0357, s2.acc: 94.5803, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0414, loss: 1.0291 2022-05-15 02:45:20,175 - mmdet - INFO - Epoch [23][4600/7330] lr: 1.000e-04, eta: 1 day, 16:34:11, time: 1.467, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1548, s0.loss_cls: 0.1480, s0.acc: 94.5930, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1907, s1.loss_cls: 0.0685, s1.acc: 95.0252, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0904, s2.loss_cls: 0.0350, s2.acc: 94.7463, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0428, loss: 1.0214 2022-05-15 02:46:34,234 - mmdet - INFO - Epoch [23][4650/7330] lr: 1.000e-04, eta: 1 day, 16:32:56, time: 1.480, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1636, s0.loss_cls: 0.1498, s0.acc: 94.4697, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1859, s1.loss_cls: 0.0700, s1.acc: 94.8080, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0876, s2.loss_cls: 0.0356, s2.acc: 94.5890, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0410, loss: 1.0194 2022-05-15 02:47:47,519 - mmdet - INFO - Epoch [23][4700/7330] lr: 1.000e-04, eta: 1 day, 16:31:41, time: 1.467, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1579, s0.loss_cls: 0.1471, s0.acc: 94.6304, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1838, s1.loss_cls: 0.0661, s1.acc: 95.1572, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0865, s2.loss_cls: 0.0343, s2.acc: 94.8896, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0412, loss: 1.0074 2022-05-15 02:49:00,199 - mmdet - INFO - Epoch [23][4750/7330] lr: 1.000e-04, eta: 1 day, 16:30:26, time: 1.454, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1538, s0.loss_cls: 0.1429, s0.acc: 94.6714, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1859, s1.loss_cls: 0.0644, s1.acc: 95.2223, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0881, s2.loss_cls: 0.0328, s2.acc: 95.0104, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0420, loss: 0.9953 2022-05-15 02:50:13,407 - mmdet - INFO - Epoch [23][4800/7330] lr: 1.000e-04, eta: 1 day, 16:29:10, time: 1.464, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1642, s0.loss_cls: 0.1464, s0.acc: 94.5864, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1840, s1.loss_cls: 0.0680, s1.acc: 95.0491, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0871, s2.loss_cls: 0.0350, s2.acc: 94.7887, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0411, loss: 1.0097 2022-05-15 02:51:26,263 - mmdet - INFO - Epoch [23][4850/7330] lr: 1.000e-04, eta: 1 day, 16:27:55, time: 1.457, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1603, s0.loss_cls: 0.1511, s0.acc: 94.3906, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1901, s1.loss_cls: 0.0701, s1.acc: 94.8545, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0902, s2.loss_cls: 0.0367, s2.acc: 94.5613, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0421, loss: 1.0330 2022-05-15 02:52:39,365 - mmdet - INFO - Epoch [23][4900/7330] lr: 1.000e-04, eta: 1 day, 16:26:40, time: 1.462, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1453, s0.loss_cls: 0.1457, s0.acc: 94.6355, s0.loss_bbox: 0.0796, s0.loss_mask: 0.1801, s1.loss_cls: 0.0663, s1.acc: 95.1874, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0856, s2.loss_cls: 0.0337, s2.acc: 94.9419, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0404, loss: 0.9748 2022-05-15 02:53:52,242 - mmdet - INFO - Epoch [23][4950/7330] lr: 1.000e-04, eta: 1 day, 16:25:24, time: 1.458, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1527, s0.loss_cls: 0.1363, s0.acc: 94.9031, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1850, s1.loss_cls: 0.0622, s1.acc: 95.4036, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0881, s2.loss_cls: 0.0325, s2.acc: 95.1750, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0421, loss: 0.9688 2022-05-15 02:55:04,534 - mmdet - INFO - Epoch [23][5000/7330] lr: 1.000e-04, eta: 1 day, 16:24:08, time: 1.446, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1560, s0.loss_cls: 0.1431, s0.acc: 94.6655, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1868, s1.loss_cls: 0.0651, s1.acc: 95.2403, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0884, s2.loss_cls: 0.0331, s2.acc: 95.0757, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0418, loss: 1.0047 2022-05-15 02:56:17,237 - mmdet - INFO - Epoch [23][5050/7330] lr: 1.000e-04, eta: 1 day, 16:22:53, time: 1.454, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1583, s0.loss_cls: 0.1461, s0.acc: 94.5764, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1849, s1.loss_cls: 0.0679, s1.acc: 94.9881, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0870, s2.loss_cls: 0.0346, s2.acc: 94.8435, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0412, loss: 1.0044 2022-05-15 02:57:29,861 - mmdet - INFO - Epoch [23][5100/7330] lr: 1.000e-04, eta: 1 day, 16:21:37, time: 1.452, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1507, s0.loss_cls: 0.1524, s0.acc: 94.4116, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1884, s1.loss_cls: 0.0700, s1.acc: 94.9490, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0895, s2.loss_cls: 0.0362, s2.acc: 94.6740, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0422, loss: 1.0209 2022-05-15 02:58:42,181 - mmdet - INFO - Epoch [23][5150/7330] lr: 1.000e-04, eta: 1 day, 16:20:21, time: 1.446, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1424, s0.acc: 94.7617, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1854, s1.loss_cls: 0.0657, s1.acc: 95.1571, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0874, s2.loss_cls: 0.0333, s2.acc: 95.0399, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0415, loss: 0.9959 2022-05-15 02:59:54,778 - mmdet - INFO - Epoch [23][5200/7330] lr: 1.000e-04, eta: 1 day, 16:19:06, time: 1.452, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1561, s0.loss_cls: 0.1384, s0.acc: 94.8735, s0.loss_bbox: 0.0786, s0.loss_mask: 0.1839, s1.loss_cls: 0.0633, s1.acc: 95.3241, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0874, s2.loss_cls: 0.0329, s2.acc: 95.0878, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0417, loss: 0.9771 2022-05-15 03:01:07,185 - mmdet - INFO - Epoch [23][5250/7330] lr: 1.000e-04, eta: 1 day, 16:17:50, time: 1.448, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1594, s0.loss_cls: 0.1397, s0.acc: 94.7559, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1827, s1.loss_cls: 0.0634, s1.acc: 95.2346, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0869, s2.loss_cls: 0.0324, s2.acc: 95.0283, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0412, loss: 0.9822 2022-05-15 03:02:19,864 - mmdet - INFO - Epoch [23][5300/7330] lr: 1.000e-04, eta: 1 day, 16:16:35, time: 1.453, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1556, s0.loss_cls: 0.1426, s0.acc: 94.8599, s0.loss_bbox: 0.0812, s0.loss_mask: 0.1886, s1.loss_cls: 0.0638, s1.acc: 95.3079, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0886, s2.loss_cls: 0.0325, s2.acc: 95.1285, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0421, loss: 0.9930 2022-05-15 03:03:32,439 - mmdet - INFO - Epoch [23][5350/7330] lr: 1.000e-04, eta: 1 day, 16:15:19, time: 1.452, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1586, s0.loss_cls: 0.1474, s0.acc: 94.5813, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1823, s1.loss_cls: 0.0676, s1.acc: 95.0518, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0856, s2.loss_cls: 0.0346, s2.acc: 94.9399, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0403, loss: 1.0021 2022-05-15 03:04:45,457 - mmdet - INFO - Epoch [23][5400/7330] lr: 1.000e-04, eta: 1 day, 16:14:04, time: 1.460, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1585, s0.loss_cls: 0.1502, s0.acc: 94.5066, s0.loss_bbox: 0.0865, s0.loss_mask: 0.1886, s1.loss_cls: 0.0695, s1.acc: 94.9207, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0891, s2.loss_cls: 0.0356, s2.acc: 94.7815, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0421, loss: 1.0245 2022-05-15 03:05:57,198 - mmdet - INFO - Epoch [23][5450/7330] lr: 1.000e-04, eta: 1 day, 16:12:47, time: 1.435, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1482, s0.loss_cls: 0.1366, s0.acc: 94.9617, s0.loss_bbox: 0.0783, s0.loss_mask: 0.1816, s1.loss_cls: 0.0631, s1.acc: 95.4275, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0862, s2.loss_cls: 0.0320, s2.acc: 95.2856, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0406, loss: 0.9543 2022-05-15 03:07:11,092 - mmdet - INFO - Epoch [23][5500/7330] lr: 1.000e-04, eta: 1 day, 16:11:33, time: 1.477, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1513, s0.loss_cls: 0.1442, s0.acc: 94.6177, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1817, s1.loss_cls: 0.0657, s1.acc: 95.0748, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0862, s2.loss_cls: 0.0338, s2.acc: 94.8164, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0408, loss: 0.9826 2022-05-15 03:08:24,254 - mmdet - INFO - Epoch [23][5550/7330] lr: 1.000e-04, eta: 1 day, 16:10:17, time: 1.464, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1510, s0.loss_cls: 0.1391, s0.acc: 94.9624, s0.loss_bbox: 0.0803, s0.loss_mask: 0.1796, s1.loss_cls: 0.0637, s1.acc: 95.4350, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0850, s2.loss_cls: 0.0324, s2.acc: 95.3368, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0404, loss: 0.9666 2022-05-15 03:09:37,335 - mmdet - INFO - Epoch [23][5600/7330] lr: 1.000e-04, eta: 1 day, 16:09:02, time: 1.461, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1623, s0.loss_cls: 0.1605, s0.acc: 94.2217, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1827, s1.loss_cls: 0.0737, s1.acc: 94.6343, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0859, s2.loss_cls: 0.0374, s2.acc: 94.4565, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0411, loss: 1.0414 2022-05-15 03:10:50,097 - mmdet - INFO - Epoch [23][5650/7330] lr: 1.000e-04, eta: 1 day, 16:07:47, time: 1.455, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1617, s0.loss_cls: 0.1491, s0.acc: 94.5239, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1909, s1.loss_cls: 0.0691, s1.acc: 94.9627, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0898, s2.loss_cls: 0.0358, s2.acc: 94.6797, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0425, loss: 1.0277 2022-05-15 03:12:02,696 - mmdet - INFO - Epoch [23][5700/7330] lr: 1.000e-04, eta: 1 day, 16:06:31, time: 1.452, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1600, s0.loss_cls: 0.1529, s0.acc: 94.3308, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1909, s1.loss_cls: 0.0706, s1.acc: 94.8066, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0894, s2.loss_cls: 0.0361, s2.acc: 94.4980, s2.loss_bbox: 0.0665, s2.loss_mask: 0.0422, loss: 1.0418 2022-05-15 03:13:15,396 - mmdet - INFO - Epoch [23][5750/7330] lr: 1.000e-04, eta: 1 day, 16:05:15, time: 1.454, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1607, s0.loss_cls: 0.1463, s0.acc: 94.7351, s0.loss_bbox: 0.0808, s0.loss_mask: 0.1823, s1.loss_cls: 0.0661, s1.acc: 95.1655, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0866, s2.loss_cls: 0.0341, s2.acc: 94.9345, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0412, loss: 0.9932 2022-05-15 03:14:29,393 - mmdet - INFO - Epoch [23][5800/7330] lr: 1.000e-04, eta: 1 day, 16:04:01, time: 1.480, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1502, s0.acc: 94.5061, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1918, s1.loss_cls: 0.0691, s1.acc: 95.0240, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0908, s2.loss_cls: 0.0356, s2.acc: 94.7933, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0429, loss: 1.0348 2022-05-15 03:15:43,443 - mmdet - INFO - Epoch [23][5850/7330] lr: 1.000e-04, eta: 1 day, 16:02:46, time: 1.481, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1537, s0.loss_cls: 0.1509, s0.acc: 94.3977, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1868, s1.loss_cls: 0.0704, s1.acc: 94.8113, s1.loss_bbox: 0.0988, s1.loss_mask: 0.0882, s2.loss_cls: 0.0363, s2.acc: 94.5319, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0418, loss: 1.0204 2022-05-15 03:16:56,268 - mmdet - INFO - Epoch [23][5900/7330] lr: 1.000e-04, eta: 1 day, 16:01:30, time: 1.456, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1549, s0.loss_cls: 0.1474, s0.acc: 94.5291, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1834, s1.loss_cls: 0.0660, s1.acc: 95.0980, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0870, s2.loss_cls: 0.0346, s2.acc: 94.7157, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0412, loss: 1.0048 2022-05-15 03:18:08,793 - mmdet - INFO - Epoch [23][5950/7330] lr: 1.000e-04, eta: 1 day, 16:00:15, time: 1.451, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1572, s0.loss_cls: 0.1494, s0.acc: 94.5908, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1870, s1.loss_cls: 0.0691, s1.acc: 94.9982, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0883, s2.loss_cls: 0.0355, s2.acc: 94.8490, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0421, loss: 1.0169 2022-05-15 03:19:22,078 - mmdet - INFO - Epoch [23][6000/7330] lr: 1.000e-04, eta: 1 day, 15:59:00, time: 1.466, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1660, s0.loss_cls: 0.1501, s0.acc: 94.3835, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1848, s1.loss_cls: 0.0689, s1.acc: 94.9616, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0865, s2.loss_cls: 0.0349, s2.acc: 94.8044, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0409, loss: 1.0192 2022-05-15 03:20:33,872 - mmdet - INFO - Epoch [23][6050/7330] lr: 1.000e-04, eta: 1 day, 15:57:44, time: 1.436, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1560, s0.acc: 94.4050, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1886, s1.loss_cls: 0.0705, s1.acc: 94.9726, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0898, s2.loss_cls: 0.0362, s2.acc: 94.7508, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0429, loss: 1.0383 2022-05-15 03:21:46,922 - mmdet - INFO - Epoch [23][6100/7330] lr: 1.000e-04, eta: 1 day, 15:56:28, time: 1.461, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1514, s0.loss_cls: 0.1565, s0.acc: 94.4360, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1864, s1.loss_cls: 0.0721, s1.acc: 94.9087, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0880, s2.loss_cls: 0.0371, s2.acc: 94.6291, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0415, loss: 1.0248 2022-05-15 03:23:00,142 - mmdet - INFO - Epoch [23][6150/7330] lr: 1.000e-04, eta: 1 day, 15:55:13, time: 1.464, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1608, s0.loss_cls: 0.1500, s0.acc: 94.4419, s0.loss_bbox: 0.0870, s0.loss_mask: 0.1867, s1.loss_cls: 0.0706, s1.acc: 94.9090, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0880, s2.loss_cls: 0.0356, s2.acc: 94.7349, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0417, loss: 1.0289 2022-05-15 03:24:12,702 - mmdet - INFO - Epoch [23][6200/7330] lr: 1.000e-04, eta: 1 day, 15:53:58, time: 1.451, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1510, s0.loss_cls: 0.1539, s0.acc: 94.3457, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1842, s1.loss_cls: 0.0710, s1.acc: 94.8871, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0875, s2.loss_cls: 0.0354, s2.acc: 94.8493, s2.loss_bbox: 0.0660, s2.loss_mask: 0.0417, loss: 1.0162 2022-05-15 03:25:25,585 - mmdet - INFO - Epoch [23][6250/7330] lr: 1.000e-04, eta: 1 day, 15:52:42, time: 1.458, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1539, s0.loss_cls: 0.1542, s0.acc: 94.3228, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1895, s1.loss_cls: 0.0709, s1.acc: 94.7857, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0892, s2.loss_cls: 0.0358, s2.acc: 94.6505, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0422, loss: 1.0305 2022-05-15 03:26:38,160 - mmdet - INFO - Epoch [23][6300/7330] lr: 1.000e-04, eta: 1 day, 15:51:27, time: 1.452, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1571, s0.loss_cls: 0.1460, s0.acc: 94.6016, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1897, s1.loss_cls: 0.0661, s1.acc: 95.1536, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0898, s2.loss_cls: 0.0340, s2.acc: 94.9693, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0423, loss: 1.0105 2022-05-15 03:27:52,142 - mmdet - INFO - Epoch [23][6350/7330] lr: 1.000e-04, eta: 1 day, 15:50:12, time: 1.480, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1644, s0.loss_cls: 0.1475, s0.acc: 94.5330, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1882, s1.loss_cls: 0.0662, s1.acc: 95.1459, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0894, s2.loss_cls: 0.0340, s2.acc: 94.9508, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0423, loss: 1.0250 2022-05-15 03:29:04,367 - mmdet - INFO - Epoch [23][6400/7330] lr: 1.000e-04, eta: 1 day, 15:48:56, time: 1.444, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1455, s0.acc: 94.5935, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1854, s1.loss_cls: 0.0654, s1.acc: 95.2115, s1.loss_bbox: 0.1006, s1.loss_mask: 0.0879, s2.loss_cls: 0.0339, s2.acc: 94.9470, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0417, loss: 1.0141 2022-05-15 03:30:16,287 - mmdet - INFO - Epoch [23][6450/7330] lr: 1.000e-04, eta: 1 day, 15:47:40, time: 1.439, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1440, s0.acc: 94.7898, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1810, s1.loss_cls: 0.0657, s1.acc: 95.2993, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0858, s2.loss_cls: 0.0332, s2.acc: 95.1003, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0408, loss: 0.9887 2022-05-15 03:31:29,069 - mmdet - INFO - Epoch [23][6500/7330] lr: 1.000e-04, eta: 1 day, 15:46:25, time: 1.456, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1518, s0.loss_cls: 0.1515, s0.acc: 94.4487, s0.loss_bbox: 0.0888, s0.loss_mask: 0.1891, s1.loss_cls: 0.0697, s1.acc: 94.9391, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0889, s2.loss_cls: 0.0352, s2.acc: 94.7581, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0419, loss: 1.0251 2022-05-15 03:32:41,858 - mmdet - INFO - Epoch [23][6550/7330] lr: 1.000e-04, eta: 1 day, 15:45:09, time: 1.456, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1569, s0.loss_cls: 0.1466, s0.acc: 94.5776, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1880, s1.loss_cls: 0.0677, s1.acc: 95.0905, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0889, s2.loss_cls: 0.0348, s2.acc: 94.8770, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0414, loss: 1.0126 2022-05-15 03:33:54,889 - mmdet - INFO - Epoch [23][6600/7330] lr: 1.000e-04, eta: 1 day, 15:43:54, time: 1.460, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1550, s0.loss_cls: 0.1418, s0.acc: 94.7471, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1814, s1.loss_cls: 0.0644, s1.acc: 95.2630, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0860, s2.loss_cls: 0.0329, s2.acc: 95.0856, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0409, loss: 0.9832 2022-05-15 03:35:07,344 - mmdet - INFO - Epoch [23][6650/7330] lr: 1.000e-04, eta: 1 day, 15:42:38, time: 1.449, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1572, s0.loss_cls: 0.1473, s0.acc: 94.5781, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1860, s1.loss_cls: 0.0682, s1.acc: 94.9666, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0883, s2.loss_cls: 0.0353, s2.acc: 94.8109, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0419, loss: 1.0078 2022-05-15 03:36:19,523 - mmdet - INFO - Epoch [23][6700/7330] lr: 1.000e-04, eta: 1 day, 15:41:22, time: 1.444, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1500, s0.acc: 94.3899, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1853, s1.loss_cls: 0.0682, s1.acc: 94.9904, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0873, s2.loss_cls: 0.0353, s2.acc: 94.6180, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0414, loss: 1.0194 2022-05-15 03:37:32,077 - mmdet - INFO - Epoch [23][6750/7330] lr: 1.000e-04, eta: 1 day, 15:40:07, time: 1.451, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1607, s0.loss_cls: 0.1517, s0.acc: 94.4019, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1873, s1.loss_cls: 0.0694, s1.acc: 94.8854, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0880, s2.loss_cls: 0.0353, s2.acc: 94.7390, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0414, loss: 1.0300 2022-05-15 03:38:44,909 - mmdet - INFO - Epoch [23][6800/7330] lr: 1.000e-04, eta: 1 day, 15:38:51, time: 1.457, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1590, s0.loss_cls: 0.1408, s0.acc: 94.7583, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1871, s1.loss_cls: 0.0634, s1.acc: 95.1983, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0885, s2.loss_cls: 0.0326, s2.acc: 94.9692, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0418, loss: 0.9969 2022-05-15 03:39:57,509 - mmdet - INFO - Epoch [23][6850/7330] lr: 1.000e-04, eta: 1 day, 15:37:36, time: 1.452, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1508, s0.loss_cls: 0.1374, s0.acc: 94.9568, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1839, s1.loss_cls: 0.0617, s1.acc: 95.4902, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0869, s2.loss_cls: 0.0316, s2.acc: 95.2401, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0412, loss: 0.9704 2022-05-15 03:41:09,609 - mmdet - INFO - Epoch [23][6900/7330] lr: 1.000e-04, eta: 1 day, 15:36:20, time: 1.442, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1497, s0.loss_cls: 0.1472, s0.acc: 94.4851, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1880, s1.loss_cls: 0.0688, s1.acc: 94.8717, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0893, s2.loss_cls: 0.0350, s2.acc: 94.6823, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0421, loss: 1.0121 2022-05-15 03:42:21,838 - mmdet - INFO - Epoch [23][6950/7330] lr: 1.000e-04, eta: 1 day, 15:35:04, time: 1.445, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1581, s0.loss_cls: 0.1443, s0.acc: 94.6863, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1830, s1.loss_cls: 0.0671, s1.acc: 95.1370, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0859, s2.loss_cls: 0.0344, s2.acc: 94.9635, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0406, loss: 0.9927 2022-05-15 03:43:34,672 - mmdet - INFO - Epoch [23][7000/7330] lr: 1.000e-04, eta: 1 day, 15:33:49, time: 1.457, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1455, s0.loss_cls: 0.1438, s0.acc: 94.5798, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1926, s1.loss_cls: 0.0656, s1.acc: 95.0611, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0908, s2.loss_cls: 0.0342, s2.acc: 94.8140, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0432, loss: 1.0121 2022-05-15 03:44:47,330 - mmdet - INFO - Epoch [23][7050/7330] lr: 1.000e-04, eta: 1 day, 15:32:33, time: 1.453, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1625, s0.loss_cls: 0.1487, s0.acc: 94.4956, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1863, s1.loss_cls: 0.0681, s1.acc: 94.9573, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0877, s2.loss_cls: 0.0353, s2.acc: 94.7264, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0411, loss: 1.0195 2022-05-15 03:46:00,859 - mmdet - INFO - Epoch [23][7100/7330] lr: 1.000e-04, eta: 1 day, 15:31:18, time: 1.471, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1557, s0.loss_cls: 0.1414, s0.acc: 94.7629, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1828, s1.loss_cls: 0.0651, s1.acc: 95.2176, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0862, s2.loss_cls: 0.0333, s2.acc: 95.1406, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0410, loss: 0.9804 2022-05-15 03:47:13,632 - mmdet - INFO - Epoch [23][7150/7330] lr: 1.000e-04, eta: 1 day, 15:30:03, time: 1.455, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1587, s0.loss_cls: 0.1458, s0.acc: 94.5901, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1882, s1.loss_cls: 0.0664, s1.acc: 95.1152, s1.loss_bbox: 0.0978, s1.loss_mask: 0.0882, s2.loss_cls: 0.0340, s2.acc: 94.9069, s2.loss_bbox: 0.0647, s2.loss_mask: 0.0417, loss: 1.0146 2022-05-15 03:48:26,424 - mmdet - INFO - Epoch [23][7200/7330] lr: 1.000e-04, eta: 1 day, 15:28:47, time: 1.456, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1594, s0.loss_cls: 0.1324, s0.acc: 95.1265, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1773, s1.loss_cls: 0.0610, s1.acc: 95.5914, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0833, s2.loss_cls: 0.0316, s2.acc: 95.3961, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0397, loss: 0.9545 2022-05-15 03:49:39,624 - mmdet - INFO - Epoch [23][7250/7330] lr: 1.000e-04, eta: 1 day, 15:27:32, time: 1.464, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1597, s0.loss_cls: 0.1400, s0.acc: 94.7935, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1850, s1.loss_cls: 0.0633, s1.acc: 95.3291, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0881, s2.loss_cls: 0.0323, s2.acc: 95.1249, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0416, loss: 0.9906 2022-05-15 03:50:52,827 - mmdet - INFO - Epoch [23][7300/7330] lr: 1.000e-04, eta: 1 day, 15:26:17, time: 1.464, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1494, s0.acc: 94.5464, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1798, s1.loss_cls: 0.0687, s1.acc: 95.0537, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0855, s2.loss_cls: 0.0342, s2.acc: 94.9552, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0405, loss: 1.0049 2022-05-15 03:51:54,782 - mmdet - INFO - Saving checkpoint at 23 epochs 2022-05-15 03:56:42,031 - mmdet - INFO - Evaluating bbox... 2022-05-15 03:57:29,570 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.563 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.749 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.621 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.417 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.604 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.691 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.769 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.855 2022-05-15 03:57:29,571 - mmdet - INFO - Evaluating segm... 2022-05-15 03:58:23,469 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.491 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.731 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.537 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.301 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.528 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.667 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.486 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.672 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.772 2022-05-15 03:58:24,391 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-15 03:58:24,394 - mmdet - INFO - Epoch(val) [23][313] bbox_mAP: 0.5630, bbox_mAP_50: 0.7490, bbox_mAP_75: 0.6210, bbox_mAP_s: 0.4170, bbox_mAP_m: 0.6040, bbox_mAP_l: 0.6910, bbox_mAP_copypaste: 0.563 0.749 0.621 0.417 0.604 0.691, segm_mAP: 0.4910, segm_mAP_50: 0.7310, segm_mAP_75: 0.5370, segm_mAP_s: 0.3010, segm_mAP_m: 0.5280, segm_mAP_l: 0.6670, segm_mAP_copypaste: 0.491 0.731 0.537 0.301 0.528 0.667 2022-05-15 04:03:55,231 - mmdet - INFO - Epoch [24][50/7330] lr: 1.000e-04, eta: 1 day, 15:26:17, time: 6.616, data_time: 5.152, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1518, s0.loss_cls: 0.1371, s0.acc: 94.9236, s0.loss_bbox: 0.0790, s0.loss_mask: 0.1807, s1.loss_cls: 0.0623, s1.acc: 95.4088, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0860, s2.loss_cls: 0.0314, s2.acc: 95.2694, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0408, loss: 0.9630 2022-05-15 04:05:08,539 - mmdet - INFO - Epoch [24][100/7330] lr: 1.000e-04, eta: 1 day, 15:25:02, time: 1.466, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1471, s0.loss_cls: 0.1373, s0.acc: 94.9346, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1891, s1.loss_cls: 0.0637, s1.acc: 95.3946, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0897, s2.loss_cls: 0.0330, s2.acc: 95.1139, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0426, loss: 0.9813 2022-05-15 04:06:22,401 - mmdet - INFO - Epoch [24][150/7330] lr: 1.000e-04, eta: 1 day, 15:23:47, time: 1.477, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1527, s0.loss_cls: 0.1322, s0.acc: 95.1077, s0.loss_bbox: 0.0770, s0.loss_mask: 0.1778, s1.loss_cls: 0.0587, s1.acc: 95.6607, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0837, s2.loss_cls: 0.0305, s2.acc: 95.5164, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0396, loss: 0.9351 2022-05-15 04:07:35,620 - mmdet - INFO - Epoch [24][200/7330] lr: 1.000e-04, eta: 1 day, 15:22:32, time: 1.465, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1545, s0.loss_cls: 0.1406, s0.acc: 94.8477, s0.loss_bbox: 0.0810, s0.loss_mask: 0.1839, s1.loss_cls: 0.0638, s1.acc: 95.3257, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0874, s2.loss_cls: 0.0327, s2.acc: 95.0914, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0416, loss: 0.9848 2022-05-15 04:08:48,877 - mmdet - INFO - Epoch [24][250/7330] lr: 1.000e-04, eta: 1 day, 15:21:17, time: 1.465, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1553, s0.loss_cls: 0.1408, s0.acc: 94.7793, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1879, s1.loss_cls: 0.0637, s1.acc: 95.2786, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0891, s2.loss_cls: 0.0322, s2.acc: 95.1785, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0421, loss: 0.9909 2022-05-15 04:10:01,706 - mmdet - INFO - Epoch [24][300/7330] lr: 1.000e-04, eta: 1 day, 15:20:01, time: 1.456, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1539, s0.loss_cls: 0.1366, s0.acc: 94.9438, s0.loss_bbox: 0.0798, s0.loss_mask: 0.1841, s1.loss_cls: 0.0628, s1.acc: 95.3862, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0871, s2.loss_cls: 0.0314, s2.acc: 95.2100, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0413, loss: 0.9719 2022-05-15 04:11:15,324 - mmdet - INFO - Epoch [24][350/7330] lr: 1.000e-04, eta: 1 day, 15:18:46, time: 1.473, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1523, s0.loss_cls: 0.1467, s0.acc: 94.5696, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1826, s1.loss_cls: 0.0681, s1.acc: 95.0466, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0867, s2.loss_cls: 0.0359, s2.acc: 94.7548, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0411, loss: 1.0050 2022-05-15 04:12:29,232 - mmdet - INFO - Epoch [24][400/7330] lr: 1.000e-04, eta: 1 day, 15:17:31, time: 1.478, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1587, s0.loss_cls: 0.1455, s0.acc: 94.5918, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1872, s1.loss_cls: 0.0675, s1.acc: 94.9532, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0878, s2.loss_cls: 0.0349, s2.acc: 94.7256, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0413, loss: 1.0129 2022-05-15 04:13:43,830 - mmdet - INFO - Epoch [24][450/7330] lr: 1.000e-04, eta: 1 day, 15:16:17, time: 1.492, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1559, s0.loss_cls: 0.1403, s0.acc: 94.8401, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1843, s1.loss_cls: 0.0646, s1.acc: 95.2604, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0872, s2.loss_cls: 0.0327, s2.acc: 95.0976, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0414, loss: 0.9933 2022-05-15 04:14:56,936 - mmdet - INFO - Epoch [24][500/7330] lr: 1.000e-04, eta: 1 day, 15:15:01, time: 1.462, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1508, s0.loss_cls: 0.1361, s0.acc: 94.9924, s0.loss_bbox: 0.0767, s0.loss_mask: 0.1785, s1.loss_cls: 0.0617, s1.acc: 95.4791, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0846, s2.loss_cls: 0.0317, s2.acc: 95.3071, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0407, loss: 0.9460 2022-05-15 04:16:11,252 - mmdet - INFO - Epoch [24][550/7330] lr: 1.000e-04, eta: 1 day, 15:13:47, time: 1.486, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1533, s0.loss_cls: 0.1394, s0.acc: 94.7544, s0.loss_bbox: 0.0809, s0.loss_mask: 0.1834, s1.loss_cls: 0.0626, s1.acc: 95.4122, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0872, s2.loss_cls: 0.0320, s2.acc: 95.1870, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0414, loss: 0.9778 2022-05-15 04:17:24,369 - mmdet - INFO - Epoch [24][600/7330] lr: 1.000e-04, eta: 1 day, 15:12:31, time: 1.463, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1536, s0.loss_cls: 0.1357, s0.acc: 95.0005, s0.loss_bbox: 0.0780, s0.loss_mask: 0.1745, s1.loss_cls: 0.0614, s1.acc: 95.4751, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0829, s2.loss_cls: 0.0313, s2.acc: 95.2806, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0393, loss: 0.9457 2022-05-15 04:18:38,203 - mmdet - INFO - Epoch [24][650/7330] lr: 1.000e-04, eta: 1 day, 15:11:17, time: 1.477, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1509, s0.loss_cls: 0.1359, s0.acc: 94.8901, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1809, s1.loss_cls: 0.0610, s1.acc: 95.4325, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0855, s2.loss_cls: 0.0319, s2.acc: 95.1067, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0404, loss: 0.9639 2022-05-15 04:19:50,506 - mmdet - INFO - Epoch [24][700/7330] lr: 1.000e-04, eta: 1 day, 15:10:01, time: 1.446, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1541, s0.loss_cls: 0.1390, s0.acc: 94.8091, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1836, s1.loss_cls: 0.0639, s1.acc: 95.2179, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0870, s2.loss_cls: 0.0333, s2.acc: 94.9252, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0414, loss: 0.9824 2022-05-15 04:21:03,858 - mmdet - INFO - Epoch [24][750/7330] lr: 1.000e-04, eta: 1 day, 15:08:46, time: 1.467, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1536, s0.loss_cls: 0.1354, s0.acc: 95.0173, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1812, s1.loss_cls: 0.0611, s1.acc: 95.6227, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0860, s2.loss_cls: 0.0307, s2.acc: 95.5545, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0411, loss: 0.9654 2022-05-15 04:22:17,684 - mmdet - INFO - Epoch [24][800/7330] lr: 1.000e-04, eta: 1 day, 15:07:31, time: 1.477, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1572, s0.loss_cls: 0.1392, s0.acc: 94.8430, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1881, s1.loss_cls: 0.0622, s1.acc: 95.3810, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0889, s2.loss_cls: 0.0316, s2.acc: 95.2731, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0423, loss: 0.9923 2022-05-15 04:23:30,484 - mmdet - INFO - Epoch [24][850/7330] lr: 1.000e-04, eta: 1 day, 15:06:15, time: 1.456, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1557, s0.loss_cls: 0.1423, s0.acc: 94.7419, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1876, s1.loss_cls: 0.0640, s1.acc: 95.2502, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0889, s2.loss_cls: 0.0329, s2.acc: 95.1443, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0419, loss: 0.9993 2022-05-15 04:24:43,995 - mmdet - INFO - Epoch [24][900/7330] lr: 1.000e-04, eta: 1 day, 15:05:00, time: 1.470, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1512, s0.loss_cls: 0.1355, s0.acc: 94.9043, s0.loss_bbox: 0.0809, s0.loss_mask: 0.1849, s1.loss_cls: 0.0622, s1.acc: 95.4760, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0869, s2.loss_cls: 0.0316, s2.acc: 95.2740, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0410, loss: 0.9708 2022-05-15 04:25:56,770 - mmdet - INFO - Epoch [24][950/7330] lr: 1.000e-04, eta: 1 day, 15:03:45, time: 1.455, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1522, s0.loss_cls: 0.1451, s0.acc: 94.5295, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1903, s1.loss_cls: 0.0668, s1.acc: 95.0123, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0893, s2.loss_cls: 0.0340, s2.acc: 94.6871, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0424, loss: 1.0096 2022-05-15 04:27:10,234 - mmdet - INFO - Epoch [24][1000/7330] lr: 1.000e-04, eta: 1 day, 15:02:29, time: 1.469, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1526, s0.loss_cls: 0.1496, s0.acc: 94.5872, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1827, s1.loss_cls: 0.0676, s1.acc: 95.1117, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0866, s2.loss_cls: 0.0348, s2.acc: 94.8377, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0410, loss: 1.0064 2022-05-15 04:28:23,720 - mmdet - INFO - Epoch [24][1050/7330] lr: 1.000e-04, eta: 1 day, 15:01:14, time: 1.470, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1538, s0.loss_cls: 0.1368, s0.acc: 94.9756, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1844, s1.loss_cls: 0.0611, s1.acc: 95.5131, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0872, s2.loss_cls: 0.0314, s2.acc: 95.2537, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0413, loss: 0.9728 2022-05-15 04:29:36,443 - mmdet - INFO - Epoch [24][1100/7330] lr: 1.000e-04, eta: 1 day, 14:59:59, time: 1.454, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1532, s0.loss_cls: 0.1440, s0.acc: 94.7075, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1859, s1.loss_cls: 0.0649, s1.acc: 95.1786, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0881, s2.loss_cls: 0.0332, s2.acc: 95.0040, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0415, loss: 0.9975 2022-05-15 04:30:48,894 - mmdet - INFO - Epoch [24][1150/7330] lr: 1.000e-04, eta: 1 day, 14:58:43, time: 1.449, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1496, s0.loss_cls: 0.1493, s0.acc: 94.4670, s0.loss_bbox: 0.0872, s0.loss_mask: 0.1890, s1.loss_cls: 0.0691, s1.acc: 94.9583, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0896, s2.loss_cls: 0.0353, s2.acc: 94.7639, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0426, loss: 1.0197 2022-05-15 04:32:00,541 - mmdet - INFO - Epoch [24][1200/7330] lr: 1.000e-04, eta: 1 day, 14:57:27, time: 1.433, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1565, s0.loss_cls: 0.1459, s0.acc: 94.6621, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1820, s1.loss_cls: 0.0660, s1.acc: 95.2543, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0864, s2.loss_cls: 0.0336, s2.acc: 95.0569, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0409, loss: 0.9925 2022-05-15 04:33:13,632 - mmdet - INFO - Epoch [24][1250/7330] lr: 1.000e-04, eta: 1 day, 14:56:12, time: 1.462, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1536, s0.loss_cls: 0.1439, s0.acc: 94.7393, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1874, s1.loss_cls: 0.0652, s1.acc: 95.3461, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0894, s2.loss_cls: 0.0331, s2.acc: 95.0883, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0427, loss: 0.9984 2022-05-15 04:34:26,233 - mmdet - INFO - Epoch [24][1300/7330] lr: 1.000e-04, eta: 1 day, 14:54:56, time: 1.452, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1521, s0.loss_cls: 0.1445, s0.acc: 94.6350, s0.loss_bbox: 0.0803, s0.loss_mask: 0.1841, s1.loss_cls: 0.0666, s1.acc: 95.1033, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0869, s2.loss_cls: 0.0340, s2.acc: 94.9279, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0410, loss: 0.9873 2022-05-15 04:35:39,465 - mmdet - INFO - Epoch [24][1350/7330] lr: 1.000e-04, eta: 1 day, 14:53:41, time: 1.465, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1602, s0.loss_cls: 0.1481, s0.acc: 94.4758, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1920, s1.loss_cls: 0.0681, s1.acc: 94.9747, s1.loss_bbox: 0.0966, s1.loss_mask: 0.0904, s2.loss_cls: 0.0350, s2.acc: 94.7724, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0428, loss: 1.0258 2022-05-15 04:36:52,247 - mmdet - INFO - Epoch [24][1400/7330] lr: 1.000e-04, eta: 1 day, 14:52:25, time: 1.455, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1578, s0.loss_cls: 0.1422, s0.acc: 94.8291, s0.loss_bbox: 0.0798, s0.loss_mask: 0.1783, s1.loss_cls: 0.0637, s1.acc: 95.3745, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0840, s2.loss_cls: 0.0332, s2.acc: 95.1394, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0403, loss: 0.9724 2022-05-15 04:38:06,102 - mmdet - INFO - Epoch [24][1450/7330] lr: 1.000e-04, eta: 1 day, 14:51:10, time: 1.478, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1460, s0.loss_cls: 0.1382, s0.acc: 94.7417, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1814, s1.loss_cls: 0.0623, s1.acc: 95.2919, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0864, s2.loss_cls: 0.0320, s2.acc: 95.1418, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0411, loss: 0.9611 2022-05-15 04:39:20,242 - mmdet - INFO - Epoch [24][1500/7330] lr: 1.000e-04, eta: 1 day, 14:49:56, time: 1.483, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1554, s0.loss_cls: 0.1405, s0.acc: 94.7400, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1823, s1.loss_cls: 0.0634, s1.acc: 95.3114, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0863, s2.loss_cls: 0.0321, s2.acc: 95.1533, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0411, loss: 0.9804 2022-05-15 04:40:34,432 - mmdet - INFO - Epoch [24][1550/7330] lr: 1.000e-04, eta: 1 day, 14:48:41, time: 1.482, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1550, s0.loss_cls: 0.1385, s0.acc: 94.9929, s0.loss_bbox: 0.0793, s0.loss_mask: 0.1767, s1.loss_cls: 0.0631, s1.acc: 95.5054, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0833, s2.loss_cls: 0.0322, s2.acc: 95.2554, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0395, loss: 0.9632 2022-05-15 04:41:48,341 - mmdet - INFO - Epoch [24][1600/7330] lr: 1.000e-04, eta: 1 day, 14:47:26, time: 1.480, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1571, s0.loss_cls: 0.1494, s0.acc: 94.4731, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1891, s1.loss_cls: 0.0685, s1.acc: 94.9576, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0900, s2.loss_cls: 0.0351, s2.acc: 94.7536, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0426, loss: 1.0318 2022-05-15 04:43:00,806 - mmdet - INFO - Epoch [24][1650/7330] lr: 1.000e-04, eta: 1 day, 14:46:10, time: 1.449, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1557, s0.loss_cls: 0.1449, s0.acc: 94.5715, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1834, s1.loss_cls: 0.0663, s1.acc: 95.0584, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0870, s2.loss_cls: 0.0342, s2.acc: 94.8086, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0411, loss: 0.9987 2022-05-15 04:44:14,245 - mmdet - INFO - Epoch [24][1700/7330] lr: 1.000e-04, eta: 1 day, 14:44:55, time: 1.468, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1544, s0.loss_cls: 0.1468, s0.acc: 94.6099, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1816, s1.loss_cls: 0.0667, s1.acc: 95.1499, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0853, s2.loss_cls: 0.0341, s2.acc: 94.9094, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0400, loss: 0.9923 2022-05-15 04:45:27,703 - mmdet - INFO - Epoch [24][1750/7330] lr: 1.000e-04, eta: 1 day, 14:43:40, time: 1.469, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1525, s0.loss_cls: 0.1493, s0.acc: 94.5986, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1907, s1.loss_cls: 0.0684, s1.acc: 95.0973, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0909, s2.loss_cls: 0.0354, s2.acc: 94.8359, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0423, loss: 1.0178 2022-05-15 04:46:41,076 - mmdet - INFO - Epoch [24][1800/7330] lr: 1.000e-04, eta: 1 day, 14:42:25, time: 1.468, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1606, s0.loss_cls: 0.1513, s0.acc: 94.4333, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1875, s1.loss_cls: 0.0690, s1.acc: 94.9767, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0893, s2.loss_cls: 0.0346, s2.acc: 94.8900, s2.loss_bbox: 0.0671, s2.loss_mask: 0.0423, loss: 1.0333 2022-05-15 04:47:54,523 - mmdet - INFO - Epoch [24][1850/7330] lr: 1.000e-04, eta: 1 day, 14:41:10, time: 1.469, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1614, s0.loss_cls: 0.1546, s0.acc: 94.4324, s0.loss_bbox: 0.0868, s0.loss_mask: 0.1870, s1.loss_cls: 0.0706, s1.acc: 94.8949, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0876, s2.loss_cls: 0.0358, s2.acc: 94.7118, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0411, loss: 1.0278 2022-05-15 04:49:07,927 - mmdet - INFO - Epoch [24][1900/7330] lr: 1.000e-04, eta: 1 day, 14:39:55, time: 1.468, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1559, s0.acc: 94.3743, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1888, s1.loss_cls: 0.0728, s1.acc: 94.8553, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0885, s2.loss_cls: 0.0368, s2.acc: 94.5979, s2.loss_bbox: 0.0655, s2.loss_mask: 0.0420, loss: 1.0351 2022-05-15 04:50:20,708 - mmdet - INFO - Epoch [24][1950/7330] lr: 1.000e-04, eta: 1 day, 14:38:39, time: 1.456, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1579, s0.loss_cls: 0.1573, s0.acc: 94.0984, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1871, s1.loss_cls: 0.0741, s1.acc: 94.5126, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0879, s2.loss_cls: 0.0380, s2.acc: 94.2122, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0411, loss: 1.0361 2022-05-15 04:51:34,128 - mmdet - INFO - Epoch [24][2000/7330] lr: 1.000e-04, eta: 1 day, 14:37:24, time: 1.468, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1613, s0.loss_cls: 0.1559, s0.acc: 94.3719, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1866, s1.loss_cls: 0.0714, s1.acc: 94.8420, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0877, s2.loss_cls: 0.0366, s2.acc: 94.6685, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0411, loss: 1.0339 2022-05-15 04:52:47,656 - mmdet - INFO - Epoch [24][2050/7330] lr: 1.000e-04, eta: 1 day, 14:36:09, time: 1.471, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1604, s0.loss_cls: 0.1480, s0.acc: 94.6086, s0.loss_bbox: 0.0857, s0.loss_mask: 0.1830, s1.loss_cls: 0.0691, s1.acc: 95.0166, s1.loss_bbox: 0.0989, s1.loss_mask: 0.0865, s2.loss_cls: 0.0357, s2.acc: 94.7546, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0409, loss: 1.0161 2022-05-15 04:54:00,568 - mmdet - INFO - Epoch [24][2100/7330] lr: 1.000e-04, eta: 1 day, 14:34:54, time: 1.458, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1554, s0.loss_cls: 0.1526, s0.acc: 94.3816, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1924, s1.loss_cls: 0.0702, s1.acc: 94.7946, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0904, s2.loss_cls: 0.0356, s2.acc: 94.5465, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0427, loss: 1.0336 2022-05-15 04:55:13,689 - mmdet - INFO - Epoch [24][2150/7330] lr: 1.000e-04, eta: 1 day, 14:33:38, time: 1.462, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1561, s0.acc: 94.2700, s0.loss_bbox: 0.0893, s0.loss_mask: 0.1860, s1.loss_cls: 0.0723, s1.acc: 94.6309, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0874, s2.loss_cls: 0.0367, s2.acc: 94.5427, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0414, loss: 1.0363 2022-05-15 04:56:27,439 - mmdet - INFO - Epoch [24][2200/7330] lr: 1.000e-04, eta: 1 day, 14:32:23, time: 1.475, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1521, s0.loss_cls: 0.1473, s0.acc: 94.4836, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1809, s1.loss_cls: 0.0685, s1.acc: 94.9468, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0854, s2.loss_cls: 0.0345, s2.acc: 94.8101, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0404, loss: 0.9867 2022-05-15 04:57:41,242 - mmdet - INFO - Epoch [24][2250/7330] lr: 1.000e-04, eta: 1 day, 14:31:09, time: 1.476, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1499, s0.loss_cls: 0.1446, s0.acc: 94.6165, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1922, s1.loss_cls: 0.0646, s1.acc: 95.1654, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0900, s2.loss_cls: 0.0334, s2.acc: 95.0110, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0425, loss: 1.0020 2022-05-15 04:58:54,889 - mmdet - INFO - Epoch [24][2300/7330] lr: 1.000e-04, eta: 1 day, 14:29:54, time: 1.473, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1582, s0.loss_cls: 0.1485, s0.acc: 94.5032, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1880, s1.loss_cls: 0.0681, s1.acc: 94.9563, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0890, s2.loss_cls: 0.0352, s2.acc: 94.6619, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0421, loss: 1.0124 2022-05-15 05:00:09,285 - mmdet - INFO - Epoch [24][2350/7330] lr: 1.000e-04, eta: 1 day, 14:28:39, time: 1.488, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1418, s0.acc: 94.7942, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1812, s1.loss_cls: 0.0642, s1.acc: 95.2119, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0855, s2.loss_cls: 0.0335, s2.acc: 94.9528, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0405, loss: 0.9890 2022-05-15 05:01:22,588 - mmdet - INFO - Epoch [24][2400/7330] lr: 1.000e-04, eta: 1 day, 14:27:24, time: 1.465, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1564, s0.loss_cls: 0.1421, s0.acc: 94.8147, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1817, s1.loss_cls: 0.0653, s1.acc: 95.3430, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0856, s2.loss_cls: 0.0334, s2.acc: 95.1103, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0403, loss: 0.9820 2022-05-15 05:02:36,618 - mmdet - INFO - Epoch [24][2450/7330] lr: 1.000e-04, eta: 1 day, 14:26:09, time: 1.481, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1602, s0.loss_cls: 0.1440, s0.acc: 94.7336, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1800, s1.loss_cls: 0.0652, s1.acc: 95.2504, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0857, s2.loss_cls: 0.0334, s2.acc: 95.1231, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0403, loss: 0.9856 2022-05-15 05:03:50,020 - mmdet - INFO - Epoch [24][2500/7330] lr: 1.000e-04, eta: 1 day, 14:24:54, time: 1.468, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1583, s0.loss_cls: 0.1465, s0.acc: 94.5430, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1856, s1.loss_cls: 0.0662, s1.acc: 95.0551, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0876, s2.loss_cls: 0.0336, s2.acc: 94.8718, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0416, loss: 1.0097 2022-05-15 05:05:04,006 - mmdet - INFO - Epoch [24][2550/7330] lr: 1.000e-04, eta: 1 day, 14:23:39, time: 1.479, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1562, s0.loss_cls: 0.1440, s0.acc: 94.6353, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1861, s1.loss_cls: 0.0667, s1.acc: 95.1071, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0875, s2.loss_cls: 0.0341, s2.acc: 94.9219, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0412, loss: 1.0029 2022-05-15 05:06:16,943 - mmdet - INFO - Epoch [24][2600/7330] lr: 1.000e-04, eta: 1 day, 14:22:24, time: 1.459, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1489, s0.loss_cls: 0.1473, s0.acc: 94.6042, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1805, s1.loss_cls: 0.0655, s1.acc: 95.2056, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0850, s2.loss_cls: 0.0334, s2.acc: 95.0372, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0401, loss: 0.9861 2022-05-15 05:07:29,568 - mmdet - INFO - Epoch [24][2650/7330] lr: 1.000e-04, eta: 1 day, 14:21:08, time: 1.453, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1536, s0.loss_cls: 0.1429, s0.acc: 94.7219, s0.loss_bbox: 0.0790, s0.loss_mask: 0.1818, s1.loss_cls: 0.0649, s1.acc: 95.2069, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0863, s2.loss_cls: 0.0336, s2.acc: 94.9632, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0409, loss: 0.9778 2022-05-15 05:08:43,345 - mmdet - INFO - Epoch [24][2700/7330] lr: 1.000e-04, eta: 1 day, 14:19:53, time: 1.476, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1459, s0.loss_cls: 0.1394, s0.acc: 94.7834, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1839, s1.loss_cls: 0.0641, s1.acc: 95.2662, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0868, s2.loss_cls: 0.0332, s2.acc: 95.0821, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0412, loss: 0.9765 2022-05-15 05:09:55,578 - mmdet - INFO - Epoch [24][2750/7330] lr: 1.000e-04, eta: 1 day, 14:18:37, time: 1.445, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1550, s0.loss_cls: 0.1454, s0.acc: 94.6348, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1848, s1.loss_cls: 0.0667, s1.acc: 95.0734, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0876, s2.loss_cls: 0.0334, s2.acc: 94.9092, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0416, loss: 0.9977 2022-05-15 05:11:09,109 - mmdet - INFO - Epoch [24][2800/7330] lr: 1.000e-04, eta: 1 day, 14:17:22, time: 1.471, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1584, s0.loss_cls: 0.1571, s0.acc: 94.1951, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1906, s1.loss_cls: 0.0721, s1.acc: 94.7592, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0900, s2.loss_cls: 0.0366, s2.acc: 94.5644, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0424, loss: 1.0475 2022-05-15 05:12:22,716 - mmdet - INFO - Epoch [24][2850/7330] lr: 1.000e-04, eta: 1 day, 14:16:07, time: 1.472, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1523, s0.loss_cls: 0.1420, s0.acc: 94.7646, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1810, s1.loss_cls: 0.0648, s1.acc: 95.2714, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0860, s2.loss_cls: 0.0334, s2.acc: 95.0463, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0406, loss: 0.9826 2022-05-15 05:13:35,552 - mmdet - INFO - Epoch [24][2900/7330] lr: 1.000e-04, eta: 1 day, 14:14:52, time: 1.457, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1578, s0.loss_cls: 0.1411, s0.acc: 94.8540, s0.loss_bbox: 0.0783, s0.loss_mask: 0.1812, s1.loss_cls: 0.0651, s1.acc: 95.3577, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0854, s2.loss_cls: 0.0329, s2.acc: 95.2074, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0404, loss: 0.9750 2022-05-15 05:14:49,190 - mmdet - INFO - Epoch [24][2950/7330] lr: 1.000e-04, eta: 1 day, 14:13:37, time: 1.471, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1525, s0.loss_cls: 0.1434, s0.acc: 94.6860, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1878, s1.loss_cls: 0.0660, s1.acc: 95.1603, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0884, s2.loss_cls: 0.0342, s2.acc: 94.8189, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0419, loss: 0.9977 2022-05-15 05:16:01,921 - mmdet - INFO - Epoch [24][3000/7330] lr: 1.000e-04, eta: 1 day, 14:12:22, time: 1.456, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1560, s0.loss_cls: 0.1441, s0.acc: 94.6786, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1876, s1.loss_cls: 0.0679, s1.acc: 94.9462, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0888, s2.loss_cls: 0.0350, s2.acc: 94.7510, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0422, loss: 1.0076 2022-05-15 05:17:15,739 - mmdet - INFO - Epoch [24][3050/7330] lr: 1.000e-04, eta: 1 day, 14:11:07, time: 1.476, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1547, s0.loss_cls: 0.1457, s0.acc: 94.6973, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1872, s1.loss_cls: 0.0657, s1.acc: 95.2478, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0886, s2.loss_cls: 0.0334, s2.acc: 95.1100, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0419, loss: 0.9993 2022-05-15 05:18:28,801 - mmdet - INFO - Epoch [24][3100/7330] lr: 1.000e-04, eta: 1 day, 14:09:51, time: 1.461, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1551, s0.loss_cls: 0.1439, s0.acc: 94.6572, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1852, s1.loss_cls: 0.0662, s1.acc: 95.1218, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0872, s2.loss_cls: 0.0335, s2.acc: 95.0172, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0412, loss: 0.9945 2022-05-15 05:19:41,378 - mmdet - INFO - Epoch [24][3150/7330] lr: 1.000e-04, eta: 1 day, 14:08:36, time: 1.451, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1555, s0.loss_cls: 0.1507, s0.acc: 94.4402, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1939, s1.loss_cls: 0.0689, s1.acc: 94.9749, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0918, s2.loss_cls: 0.0351, s2.acc: 94.8086, s2.loss_bbox: 0.0659, s2.loss_mask: 0.0433, loss: 1.0401 2022-05-15 05:20:53,408 - mmdet - INFO - Epoch [24][3200/7330] lr: 1.000e-04, eta: 1 day, 14:07:20, time: 1.441, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1492, s0.loss_cls: 0.1358, s0.acc: 94.8992, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1877, s1.loss_cls: 0.0633, s1.acc: 95.2437, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0886, s2.loss_cls: 0.0320, s2.acc: 95.2144, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0419, loss: 0.9815 2022-05-15 05:22:06,008 - mmdet - INFO - Epoch [24][3250/7330] lr: 1.000e-04, eta: 1 day, 14:06:04, time: 1.452, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1524, s0.loss_cls: 0.1463, s0.acc: 94.5635, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1853, s1.loss_cls: 0.0679, s1.acc: 95.0373, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0870, s2.loss_cls: 0.0346, s2.acc: 94.8248, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0409, loss: 1.0060 2022-05-15 05:23:18,747 - mmdet - INFO - Epoch [24][3300/7330] lr: 1.000e-04, eta: 1 day, 14:04:49, time: 1.455, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1554, s0.loss_cls: 0.1487, s0.acc: 94.4617, s0.loss_bbox: 0.0809, s0.loss_mask: 0.1833, s1.loss_cls: 0.0685, s1.acc: 94.8455, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0860, s2.loss_cls: 0.0348, s2.acc: 94.6628, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0408, loss: 0.9980 2022-05-15 05:24:32,686 - mmdet - INFO - Epoch [24][3350/7330] lr: 1.000e-04, eta: 1 day, 14:03:34, time: 1.479, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1645, s0.loss_cls: 0.1506, s0.acc: 94.4475, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1864, s1.loss_cls: 0.0694, s1.acc: 94.8622, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0878, s2.loss_cls: 0.0362, s2.acc: 94.5180, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0417, loss: 1.0308 2022-05-15 05:25:45,510 - mmdet - INFO - Epoch [24][3400/7330] lr: 1.000e-04, eta: 1 day, 14:02:19, time: 1.456, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1511, s0.loss_cls: 0.1452, s0.acc: 94.6948, s0.loss_bbox: 0.0789, s0.loss_mask: 0.1761, s1.loss_cls: 0.0657, s1.acc: 95.2472, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0830, s2.loss_cls: 0.0335, s2.acc: 95.0258, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0391, loss: 0.9666 2022-05-15 05:26:59,219 - mmdet - INFO - Epoch [24][3450/7330] lr: 1.000e-04, eta: 1 day, 14:01:04, time: 1.474, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1606, s0.loss_cls: 0.1468, s0.acc: 94.5532, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1861, s1.loss_cls: 0.0679, s1.acc: 95.0448, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0887, s2.loss_cls: 0.0351, s2.acc: 94.8030, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0424, loss: 1.0183 2022-05-15 05:28:12,466 - mmdet - INFO - Epoch [24][3500/7330] lr: 1.000e-04, eta: 1 day, 13:59:49, time: 1.465, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1485, s0.loss_cls: 0.1410, s0.acc: 94.7778, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1815, s1.loss_cls: 0.0647, s1.acc: 95.2224, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0864, s2.loss_cls: 0.0329, s2.acc: 95.0871, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0409, loss: 0.9733 2022-05-15 05:29:25,280 - mmdet - INFO - Epoch [24][3550/7330] lr: 1.000e-04, eta: 1 day, 13:58:33, time: 1.456, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1591, s0.loss_cls: 0.1359, s0.acc: 94.9807, s0.loss_bbox: 0.0784, s0.loss_mask: 0.1768, s1.loss_cls: 0.0619, s1.acc: 95.4469, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0841, s2.loss_cls: 0.0318, s2.acc: 95.2270, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0393, loss: 0.9623 2022-05-15 05:30:38,582 - mmdet - INFO - Epoch [24][3600/7330] lr: 1.000e-04, eta: 1 day, 13:57:18, time: 1.467, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0281, loss_semantic_seg: 0.1568, s0.loss_cls: 0.1592, s0.acc: 94.1309, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1873, s1.loss_cls: 0.0723, s1.acc: 94.6203, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0884, s2.loss_cls: 0.0368, s2.acc: 94.3770, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0416, loss: 1.0443 2022-05-15 05:31:51,717 - mmdet - INFO - Epoch [24][3650/7330] lr: 1.000e-04, eta: 1 day, 13:56:03, time: 1.463, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1524, s0.loss_cls: 0.1437, s0.acc: 94.5757, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1905, s1.loss_cls: 0.0656, s1.acc: 95.0524, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0904, s2.loss_cls: 0.0333, s2.acc: 94.8326, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0431, loss: 1.0079 2022-05-15 05:33:04,165 - mmdet - INFO - Epoch [24][3700/7330] lr: 1.000e-04, eta: 1 day, 13:54:47, time: 1.449, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1438, s0.loss_cls: 0.1368, s0.acc: 94.9817, s0.loss_bbox: 0.0776, s0.loss_mask: 0.1794, s1.loss_cls: 0.0631, s1.acc: 95.4372, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0854, s2.loss_cls: 0.0323, s2.acc: 95.1875, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0408, loss: 0.9525 2022-05-15 05:34:17,571 - mmdet - INFO - Epoch [24][3750/7330] lr: 1.000e-04, eta: 1 day, 13:53:32, time: 1.468, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1511, s0.loss_cls: 0.1358, s0.acc: 94.9207, s0.loss_bbox: 0.0786, s0.loss_mask: 0.1810, s1.loss_cls: 0.0614, s1.acc: 95.3872, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0856, s2.loss_cls: 0.0318, s2.acc: 95.1502, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0408, loss: 0.9631 2022-05-15 05:35:31,478 - mmdet - INFO - Epoch [24][3800/7330] lr: 1.000e-04, eta: 1 day, 13:52:17, time: 1.477, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1490, s0.loss_cls: 0.1461, s0.acc: 94.5410, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1885, s1.loss_cls: 0.0668, s1.acc: 95.0451, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0891, s2.loss_cls: 0.0337, s2.acc: 94.9860, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0423, loss: 1.0024 2022-05-15 05:36:44,252 - mmdet - INFO - Epoch [24][3850/7330] lr: 1.000e-04, eta: 1 day, 13:51:02, time: 1.456, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1370, s0.acc: 94.9089, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1826, s1.loss_cls: 0.0617, s1.acc: 95.3800, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0870, s2.loss_cls: 0.0319, s2.acc: 95.1383, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0414, loss: 0.9779 2022-05-15 05:37:56,995 - mmdet - INFO - Epoch [24][3900/7330] lr: 1.000e-04, eta: 1 day, 13:49:46, time: 1.456, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1428, s0.acc: 94.7200, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1808, s1.loss_cls: 0.0652, s1.acc: 95.2061, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0857, s2.loss_cls: 0.0335, s2.acc: 94.9175, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0405, loss: 0.9938 2022-05-15 05:39:09,842 - mmdet - INFO - Epoch [24][3950/7330] lr: 1.000e-04, eta: 1 day, 13:48:31, time: 1.457, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1482, s0.loss_cls: 0.1417, s0.acc: 94.7410, s0.loss_bbox: 0.0797, s0.loss_mask: 0.1820, s1.loss_cls: 0.0653, s1.acc: 95.1180, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0859, s2.loss_cls: 0.0337, s2.acc: 94.9118, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0406, loss: 0.9697 2022-05-15 05:40:23,386 - mmdet - INFO - Epoch [24][4000/7330] lr: 1.000e-04, eta: 1 day, 13:47:16, time: 1.471, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1570, s0.loss_cls: 0.1410, s0.acc: 94.7214, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1864, s1.loss_cls: 0.0658, s1.acc: 95.1632, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0882, s2.loss_cls: 0.0336, s2.acc: 94.9455, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0418, loss: 0.9862 2022-05-15 05:41:36,475 - mmdet - INFO - Epoch [24][4050/7330] lr: 1.000e-04, eta: 1 day, 13:46:01, time: 1.461, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1577, s0.loss_cls: 0.1499, s0.acc: 94.4651, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1909, s1.loss_cls: 0.0690, s1.acc: 94.9209, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0903, s2.loss_cls: 0.0359, s2.acc: 94.6383, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0428, loss: 1.0340 2022-05-15 05:42:50,525 - mmdet - INFO - Epoch [24][4100/7330] lr: 1.000e-04, eta: 1 day, 13:44:46, time: 1.482, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1475, s0.loss_cls: 0.1428, s0.acc: 94.6453, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1826, s1.loss_cls: 0.0655, s1.acc: 95.1053, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0869, s2.loss_cls: 0.0331, s2.acc: 95.1028, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0412, loss: 0.9825 2022-05-15 05:44:02,815 - mmdet - INFO - Epoch [24][4150/7330] lr: 1.000e-04, eta: 1 day, 13:43:30, time: 1.446, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1548, s0.loss_cls: 0.1408, s0.acc: 94.7698, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1823, s1.loss_cls: 0.0636, s1.acc: 95.2109, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0867, s2.loss_cls: 0.0330, s2.acc: 95.0360, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0412, loss: 0.9821 2022-05-15 05:45:16,307 - mmdet - INFO - Epoch [24][4200/7330] lr: 1.000e-04, eta: 1 day, 13:42:15, time: 1.470, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1445, s0.loss_cls: 0.1478, s0.acc: 94.4321, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1867, s1.loss_cls: 0.0678, s1.acc: 94.9700, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0880, s2.loss_cls: 0.0351, s2.acc: 94.7129, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0416, loss: 0.9994 2022-05-15 05:46:29,550 - mmdet - INFO - Epoch [24][4250/7330] lr: 1.000e-04, eta: 1 day, 13:41:00, time: 1.465, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1612, s0.loss_cls: 0.1421, s0.acc: 94.7056, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1798, s1.loss_cls: 0.0659, s1.acc: 95.1484, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0856, s2.loss_cls: 0.0340, s2.acc: 94.8549, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0402, loss: 0.9894 2022-05-15 05:47:42,769 - mmdet - INFO - Epoch [24][4300/7330] lr: 1.000e-04, eta: 1 day, 13:39:45, time: 1.464, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0286, loss_semantic_seg: 0.1577, s0.loss_cls: 0.1489, s0.acc: 94.6052, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1867, s1.loss_cls: 0.0680, s1.acc: 95.1462, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0887, s2.loss_cls: 0.0358, s2.acc: 94.7685, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0418, loss: 1.0166 2022-05-15 05:48:55,067 - mmdet - INFO - Epoch [24][4350/7330] lr: 1.000e-04, eta: 1 day, 13:38:29, time: 1.446, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1535, s0.loss_cls: 0.1440, s0.acc: 94.5996, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1855, s1.loss_cls: 0.0654, s1.acc: 95.1124, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0884, s2.loss_cls: 0.0340, s2.acc: 94.9137, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0418, loss: 0.9945 2022-05-15 05:50:08,438 - mmdet - INFO - Epoch [24][4400/7330] lr: 1.000e-04, eta: 1 day, 13:37:14, time: 1.467, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1554, s0.loss_cls: 0.1428, s0.acc: 94.5310, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1823, s1.loss_cls: 0.0658, s1.acc: 95.0427, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0866, s2.loss_cls: 0.0341, s2.acc: 94.7518, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0411, loss: 0.9968 2022-05-15 05:51:21,454 - mmdet - INFO - Epoch [24][4450/7330] lr: 1.000e-04, eta: 1 day, 13:35:59, time: 1.460, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1508, s0.loss_cls: 0.1435, s0.acc: 94.6975, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1807, s1.loss_cls: 0.0661, s1.acc: 95.0523, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0852, s2.loss_cls: 0.0342, s2.acc: 94.7905, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0402, loss: 0.9825 2022-05-15 05:52:33,653 - mmdet - INFO - Epoch [24][4500/7330] lr: 1.000e-04, eta: 1 day, 13:34:43, time: 1.444, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1611, s0.loss_cls: 0.1523, s0.acc: 94.4756, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1850, s1.loss_cls: 0.0696, s1.acc: 94.9586, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0879, s2.loss_cls: 0.0345, s2.acc: 94.9029, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0414, loss: 1.0127 2022-05-15 05:53:47,259 - mmdet - INFO - Epoch [24][4550/7330] lr: 1.000e-04, eta: 1 day, 13:33:28, time: 1.470, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1558, s0.loss_cls: 0.1453, s0.acc: 94.6299, s0.loss_bbox: 0.0812, s0.loss_mask: 0.1801, s1.loss_cls: 0.0674, s1.acc: 95.0716, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0846, s2.loss_cls: 0.0343, s2.acc: 94.8464, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0400, loss: 0.9851 2022-05-15 05:55:00,365 - mmdet - INFO - Epoch [24][4600/7330] lr: 1.000e-04, eta: 1 day, 13:32:13, time: 1.464, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1552, s0.loss_cls: 0.1456, s0.acc: 94.6101, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1814, s1.loss_cls: 0.0656, s1.acc: 95.1437, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0863, s2.loss_cls: 0.0339, s2.acc: 94.8844, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0406, loss: 0.9957 2022-05-15 05:56:14,140 - mmdet - INFO - Epoch [24][4650/7330] lr: 1.000e-04, eta: 1 day, 13:30:58, time: 1.475, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1543, s0.loss_cls: 0.1389, s0.acc: 94.8337, s0.loss_bbox: 0.0799, s0.loss_mask: 0.1830, s1.loss_cls: 0.0629, s1.acc: 95.3897, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0863, s2.loss_cls: 0.0324, s2.acc: 95.0974, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0409, loss: 0.9754 2022-05-15 05:57:26,990 - mmdet - INFO - Epoch [24][4700/7330] lr: 1.000e-04, eta: 1 day, 13:29:43, time: 1.457, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1559, s0.loss_cls: 0.1497, s0.acc: 94.4370, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1865, s1.loss_cls: 0.0683, s1.acc: 94.8884, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0879, s2.loss_cls: 0.0350, s2.acc: 94.8298, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0416, loss: 1.0187 2022-05-15 05:58:40,742 - mmdet - INFO - Epoch [24][4750/7330] lr: 1.000e-04, eta: 1 day, 13:28:28, time: 1.475, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1557, s0.loss_cls: 0.1520, s0.acc: 94.4517, s0.loss_bbox: 0.0869, s0.loss_mask: 0.1846, s1.loss_cls: 0.0687, s1.acc: 95.0299, s1.loss_bbox: 0.0994, s1.loss_mask: 0.0869, s2.loss_cls: 0.0355, s2.acc: 94.7068, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0410, loss: 1.0197 2022-05-15 05:59:54,061 - mmdet - INFO - Epoch [24][4800/7330] lr: 1.000e-04, eta: 1 day, 13:27:13, time: 1.466, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1659, s0.loss_cls: 0.1450, s0.acc: 94.7012, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1831, s1.loss_cls: 0.0663, s1.acc: 95.1606, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0868, s2.loss_cls: 0.0340, s2.acc: 94.8808, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0409, loss: 0.9990 2022-05-15 06:01:08,640 - mmdet - INFO - Epoch [24][4850/7330] lr: 1.000e-04, eta: 1 day, 13:25:58, time: 1.491, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1561, s0.loss_cls: 0.1404, s0.acc: 94.7158, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1863, s1.loss_cls: 0.0648, s1.acc: 95.1015, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0883, s2.loss_cls: 0.0334, s2.acc: 94.8596, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0419, loss: 0.9926 2022-05-15 06:02:20,745 - mmdet - INFO - Epoch [24][4900/7330] lr: 1.000e-04, eta: 1 day, 13:24:42, time: 1.442, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1593, s0.loss_cls: 0.1424, s0.acc: 94.8464, s0.loss_bbox: 0.0798, s0.loss_mask: 0.1839, s1.loss_cls: 0.0648, s1.acc: 95.3408, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0875, s2.loss_cls: 0.0339, s2.acc: 95.0173, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0415, loss: 0.9883 2022-05-15 06:03:34,061 - mmdet - INFO - Epoch [24][4950/7330] lr: 1.000e-04, eta: 1 day, 13:23:27, time: 1.467, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1591, s0.loss_cls: 0.1523, s0.acc: 94.5229, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1829, s1.loss_cls: 0.0698, s1.acc: 94.9265, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0855, s2.loss_cls: 0.0357, s2.acc: 94.6633, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0409, loss: 1.0096 2022-05-15 06:04:47,366 - mmdet - INFO - Epoch [24][5000/7330] lr: 1.000e-04, eta: 1 day, 13:22:12, time: 1.466, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1617, s0.loss_cls: 0.1433, s0.acc: 94.7439, s0.loss_bbox: 0.0805, s0.loss_mask: 0.1796, s1.loss_cls: 0.0656, s1.acc: 95.2180, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0850, s2.loss_cls: 0.0335, s2.acc: 95.0661, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0405, loss: 0.9805 2022-05-15 06:06:00,314 - mmdet - INFO - Epoch [24][5050/7330] lr: 1.000e-04, eta: 1 day, 13:20:57, time: 1.458, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1511, s0.loss_cls: 0.1364, s0.acc: 94.9558, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1799, s1.loss_cls: 0.0627, s1.acc: 95.4138, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0856, s2.loss_cls: 0.0327, s2.acc: 95.1317, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0407, loss: 0.9653 2022-05-15 06:07:13,444 - mmdet - INFO - Epoch [24][5100/7330] lr: 1.000e-04, eta: 1 day, 13:19:42, time: 1.463, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1588, s0.loss_cls: 0.1402, s0.acc: 94.8044, s0.loss_bbox: 0.0774, s0.loss_mask: 0.1772, s1.loss_cls: 0.0649, s1.acc: 95.2503, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0842, s2.loss_cls: 0.0327, s2.acc: 95.2013, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0396, loss: 0.9584 2022-05-15 06:08:27,061 - mmdet - INFO - Epoch [24][5150/7330] lr: 1.000e-04, eta: 1 day, 13:18:27, time: 1.472, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1609, s0.loss_cls: 0.1441, s0.acc: 94.7249, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1849, s1.loss_cls: 0.0650, s1.acc: 95.1951, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0874, s2.loss_cls: 0.0334, s2.acc: 95.1340, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0416, loss: 1.0018 2022-05-15 06:09:40,681 - mmdet - INFO - Epoch [24][5200/7330] lr: 1.000e-04, eta: 1 day, 13:17:12, time: 1.472, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1563, s0.loss_cls: 0.1454, s0.acc: 94.5776, s0.loss_bbox: 0.0883, s0.loss_mask: 0.1977, s1.loss_cls: 0.0664, s1.acc: 95.1340, s1.loss_bbox: 0.1007, s1.loss_mask: 0.0932, s2.loss_cls: 0.0346, s2.acc: 94.8167, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0439, loss: 1.0394 2022-05-15 06:10:53,261 - mmdet - INFO - Epoch [24][5250/7330] lr: 1.000e-04, eta: 1 day, 13:15:56, time: 1.452, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1434, s0.acc: 94.7231, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1861, s1.loss_cls: 0.0673, s1.acc: 95.1030, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0881, s2.loss_cls: 0.0341, s2.acc: 95.0055, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0418, loss: 0.9985 2022-05-15 06:12:05,897 - mmdet - INFO - Epoch [24][5300/7330] lr: 1.000e-04, eta: 1 day, 13:14:41, time: 1.453, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1578, s0.loss_cls: 0.1480, s0.acc: 94.5615, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1855, s1.loss_cls: 0.0683, s1.acc: 95.0166, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0877, s2.loss_cls: 0.0351, s2.acc: 94.8286, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0417, loss: 1.0149 2022-05-15 06:13:18,940 - mmdet - INFO - Epoch [24][5350/7330] lr: 1.000e-04, eta: 1 day, 13:13:26, time: 1.461, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1426, s0.acc: 94.7219, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1843, s1.loss_cls: 0.0650, s1.acc: 95.1625, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0872, s2.loss_cls: 0.0335, s2.acc: 95.0275, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0410, loss: 0.9981 2022-05-15 06:14:31,993 - mmdet - INFO - Epoch [24][5400/7330] lr: 1.000e-04, eta: 1 day, 13:12:10, time: 1.461, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1532, s0.loss_cls: 0.1494, s0.acc: 94.5347, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1861, s1.loss_cls: 0.0698, s1.acc: 94.9583, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0879, s2.loss_cls: 0.0358, s2.acc: 94.7222, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0416, loss: 1.0050 2022-05-15 06:15:45,079 - mmdet - INFO - Epoch [24][5450/7330] lr: 1.000e-04, eta: 1 day, 13:10:55, time: 1.462, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1539, s0.loss_cls: 0.1559, s0.acc: 94.2407, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1838, s1.loss_cls: 0.0712, s1.acc: 94.8600, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0868, s2.loss_cls: 0.0366, s2.acc: 94.6278, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0408, loss: 1.0242 2022-05-15 06:16:57,271 - mmdet - INFO - Epoch [24][5500/7330] lr: 1.000e-04, eta: 1 day, 13:09:39, time: 1.444, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1537, s0.loss_cls: 0.1430, s0.acc: 94.6724, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1819, s1.loss_cls: 0.0645, s1.acc: 95.1034, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0861, s2.loss_cls: 0.0333, s2.acc: 94.9158, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0410, loss: 0.9822 2022-05-15 06:18:10,373 - mmdet - INFO - Epoch [24][5550/7330] lr: 1.000e-04, eta: 1 day, 13:08:24, time: 1.462, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1532, s0.loss_cls: 0.1423, s0.acc: 94.7263, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1819, s1.loss_cls: 0.0647, s1.acc: 95.1742, s1.loss_bbox: 0.0979, s1.loss_mask: 0.0862, s2.loss_cls: 0.0339, s2.acc: 94.8929, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0410, loss: 0.9912 2022-05-15 06:19:23,015 - mmdet - INFO - Epoch [24][5600/7330] lr: 1.000e-04, eta: 1 day, 13:07:09, time: 1.453, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1705, s0.loss_cls: 0.1490, s0.acc: 94.4243, s0.loss_bbox: 0.0859, s0.loss_mask: 0.1876, s1.loss_cls: 0.0686, s1.acc: 94.8847, s1.loss_bbox: 0.0992, s1.loss_mask: 0.0886, s2.loss_cls: 0.0353, s2.acc: 94.6152, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0419, loss: 1.0355 2022-05-15 06:20:35,331 - mmdet - INFO - Epoch [24][5650/7330] lr: 1.000e-04, eta: 1 day, 13:05:53, time: 1.446, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1540, s0.loss_cls: 0.1448, s0.acc: 94.6741, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1877, s1.loss_cls: 0.0659, s1.acc: 95.2422, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0889, s2.loss_cls: 0.0337, s2.acc: 95.0222, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0418, loss: 0.9963 2022-05-15 06:21:48,774 - mmdet - INFO - Epoch [24][5700/7330] lr: 1.000e-04, eta: 1 day, 13:04:38, time: 1.468, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1607, s0.loss_cls: 0.1488, s0.acc: 94.5833, s0.loss_bbox: 0.0805, s0.loss_mask: 0.1819, s1.loss_cls: 0.0677, s1.acc: 95.1277, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0868, s2.loss_cls: 0.0345, s2.acc: 94.9104, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0412, loss: 0.9952 2022-05-15 06:23:00,878 - mmdet - INFO - Epoch [24][5750/7330] lr: 1.000e-04, eta: 1 day, 13:03:22, time: 1.444, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1575, s0.loss_cls: 0.1479, s0.acc: 94.4570, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1877, s1.loss_cls: 0.0687, s1.acc: 94.8382, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0889, s2.loss_cls: 0.0352, s2.acc: 94.6366, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0420, loss: 1.0168 2022-05-15 06:24:13,584 - mmdet - INFO - Epoch [24][5800/7330] lr: 1.000e-04, eta: 1 day, 13:02:07, time: 1.454, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1581, s0.loss_cls: 0.1450, s0.acc: 94.6003, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1847, s1.loss_cls: 0.0664, s1.acc: 95.0189, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0873, s2.loss_cls: 0.0346, s2.acc: 94.7671, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0409, loss: 1.0024 2022-05-15 06:25:26,716 - mmdet - INFO - Epoch [24][5850/7330] lr: 1.000e-04, eta: 1 day, 13:00:52, time: 1.463, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0274, loss_semantic_seg: 0.1531, s0.loss_cls: 0.1491, s0.acc: 94.5730, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1912, s1.loss_cls: 0.0674, s1.acc: 95.1420, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0907, s2.loss_cls: 0.0343, s2.acc: 94.8964, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0429, loss: 1.0176 2022-05-15 06:26:39,575 - mmdet - INFO - Epoch [24][5900/7330] lr: 1.000e-04, eta: 1 day, 12:59:36, time: 1.457, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1626, s0.loss_cls: 0.1417, s0.acc: 94.6616, s0.loss_bbox: 0.0798, s0.loss_mask: 0.1849, s1.loss_cls: 0.0651, s1.acc: 95.0592, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0874, s2.loss_cls: 0.0337, s2.acc: 94.8192, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0413, loss: 0.9944 2022-05-15 06:27:52,895 - mmdet - INFO - Epoch [24][5950/7330] lr: 1.000e-04, eta: 1 day, 12:58:21, time: 1.466, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1594, s0.loss_cls: 0.1406, s0.acc: 94.7385, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1849, s1.loss_cls: 0.0650, s1.acc: 95.1809, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0885, s2.loss_cls: 0.0332, s2.acc: 95.0132, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0420, loss: 0.9934 2022-05-15 06:29:05,675 - mmdet - INFO - Epoch [24][6000/7330] lr: 1.000e-04, eta: 1 day, 12:57:06, time: 1.456, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1522, s0.acc: 94.4048, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1874, s1.loss_cls: 0.0711, s1.acc: 94.7203, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0884, s2.loss_cls: 0.0361, s2.acc: 94.5752, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0416, loss: 1.0243 2022-05-15 06:30:19,603 - mmdet - INFO - Epoch [24][6050/7330] lr: 1.000e-04, eta: 1 day, 12:55:51, time: 1.479, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1543, s0.loss_cls: 0.1522, s0.acc: 94.2844, s0.loss_bbox: 0.0886, s0.loss_mask: 0.1912, s1.loss_cls: 0.0694, s1.acc: 94.8054, s1.loss_bbox: 0.1017, s1.loss_mask: 0.0904, s2.loss_cls: 0.0358, s2.acc: 94.5921, s2.loss_bbox: 0.0666, s2.loss_mask: 0.0427, loss: 1.0387 2022-05-15 06:31:32,873 - mmdet - INFO - Epoch [24][6100/7330] lr: 1.000e-04, eta: 1 day, 12:54:36, time: 1.465, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1594, s0.loss_cls: 0.1484, s0.acc: 94.5613, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1906, s1.loss_cls: 0.0680, s1.acc: 95.0868, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0901, s2.loss_cls: 0.0345, s2.acc: 94.9194, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0428, loss: 1.0222 2022-05-15 06:32:45,905 - mmdet - INFO - Epoch [24][6150/7330] lr: 1.000e-04, eta: 1 day, 12:53:21, time: 1.461, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1621, s0.loss_cls: 0.1483, s0.acc: 94.5288, s0.loss_bbox: 0.0898, s0.loss_mask: 0.1914, s1.loss_cls: 0.0683, s1.acc: 94.9626, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0896, s2.loss_cls: 0.0348, s2.acc: 94.7363, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0423, loss: 1.0355 2022-05-15 06:33:58,515 - mmdet - INFO - Epoch [24][6200/7330] lr: 1.000e-04, eta: 1 day, 12:52:05, time: 1.452, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1529, s0.loss_cls: 0.1337, s0.acc: 94.9919, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1852, s1.loss_cls: 0.0600, s1.acc: 95.4899, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0877, s2.loss_cls: 0.0314, s2.acc: 95.1901, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0416, loss: 0.9683 2022-05-15 06:35:11,400 - mmdet - INFO - Epoch [24][6250/7330] lr: 1.000e-04, eta: 1 day, 12:50:50, time: 1.458, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1531, s0.loss_cls: 0.1443, s0.acc: 94.6274, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1835, s1.loss_cls: 0.0663, s1.acc: 95.1209, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0869, s2.loss_cls: 0.0338, s2.acc: 94.9608, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0411, loss: 0.9920 2022-05-15 06:36:24,064 - mmdet - INFO - Epoch [24][6300/7330] lr: 1.000e-04, eta: 1 day, 12:49:35, time: 1.453, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1674, s0.loss_cls: 0.1518, s0.acc: 94.3872, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1871, s1.loss_cls: 0.0701, s1.acc: 94.7539, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0883, s2.loss_cls: 0.0357, s2.acc: 94.6004, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0418, loss: 1.0322 2022-05-15 06:37:37,385 - mmdet - INFO - Epoch [24][6350/7330] lr: 1.000e-04, eta: 1 day, 12:48:20, time: 1.466, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1600, s0.loss_cls: 0.1601, s0.acc: 94.1548, s0.loss_bbox: 0.0891, s0.loss_mask: 0.1934, s1.loss_cls: 0.0742, s1.acc: 94.6027, s1.loss_bbox: 0.1002, s1.loss_mask: 0.0913, s2.loss_cls: 0.0373, s2.acc: 94.4791, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0426, loss: 1.0558 2022-05-15 06:38:51,427 - mmdet - INFO - Epoch [24][6400/7330] lr: 1.000e-04, eta: 1 day, 12:47:05, time: 1.481, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1602, s0.loss_cls: 0.1545, s0.acc: 94.4182, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1864, s1.loss_cls: 0.0713, s1.acc: 94.8489, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0884, s2.loss_cls: 0.0358, s2.acc: 94.6864, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0419, loss: 1.0279 2022-05-15 06:40:04,238 - mmdet - INFO - Epoch [24][6450/7330] lr: 1.000e-04, eta: 1 day, 12:45:49, time: 1.456, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1570, s0.loss_cls: 0.1412, s0.acc: 94.7617, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1865, s1.loss_cls: 0.0655, s1.acc: 95.2010, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0872, s2.loss_cls: 0.0341, s2.acc: 94.9538, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0408, loss: 0.9851 2022-05-15 06:41:18,234 - mmdet - INFO - Epoch [24][6500/7330] lr: 1.000e-04, eta: 1 day, 12:44:35, time: 1.480, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1528, s0.loss_cls: 0.1436, s0.acc: 94.5234, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1855, s1.loss_cls: 0.0683, s1.acc: 94.7966, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0874, s2.loss_cls: 0.0348, s2.acc: 94.7055, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0413, loss: 0.9940 2022-05-15 06:42:31,696 - mmdet - INFO - Epoch [24][6550/7330] lr: 1.000e-04, eta: 1 day, 12:43:20, time: 1.469, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0273, loss_semantic_seg: 0.1576, s0.loss_cls: 0.1513, s0.acc: 94.4626, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1890, s1.loss_cls: 0.0695, s1.acc: 94.9145, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0893, s2.loss_cls: 0.0350, s2.acc: 94.7397, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0424, loss: 1.0289 2022-05-15 06:43:45,849 - mmdet - INFO - Epoch [24][6600/7330] lr: 1.000e-04, eta: 1 day, 12:42:05, time: 1.483, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1639, s0.loss_cls: 0.1418, s0.acc: 94.7546, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1827, s1.loss_cls: 0.0649, s1.acc: 95.2435, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0859, s2.loss_cls: 0.0327, s2.acc: 95.2078, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0410, loss: 0.9944 2022-05-15 06:44:59,457 - mmdet - INFO - Epoch [24][6650/7330] lr: 1.000e-04, eta: 1 day, 12:40:50, time: 1.472, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1564, s0.loss_cls: 0.1448, s0.acc: 94.7068, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1826, s1.loss_cls: 0.0660, s1.acc: 95.2032, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0867, s2.loss_cls: 0.0336, s2.acc: 95.0531, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0413, loss: 0.9864 2022-05-15 06:46:13,321 - mmdet - INFO - Epoch [24][6700/7330] lr: 1.000e-04, eta: 1 day, 12:39:35, time: 1.477, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0280, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1551, s0.acc: 94.2812, s0.loss_bbox: 0.0890, s0.loss_mask: 0.1895, s1.loss_cls: 0.0704, s1.acc: 94.8979, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0896, s2.loss_cls: 0.0362, s2.acc: 94.6786, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0421, loss: 1.0428 2022-05-15 06:47:26,045 - mmdet - INFO - Epoch [24][6750/7330] lr: 1.000e-04, eta: 1 day, 12:38:20, time: 1.452, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1627, s0.loss_cls: 0.1435, s0.acc: 94.6663, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1849, s1.loss_cls: 0.0655, s1.acc: 95.1170, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0874, s2.loss_cls: 0.0335, s2.acc: 94.9539, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0413, loss: 0.9959 2022-05-15 06:48:37,923 - mmdet - INFO - Epoch [24][6800/7330] lr: 1.000e-04, eta: 1 day, 12:37:04, time: 1.440, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1552, s0.loss_cls: 0.1455, s0.acc: 94.7241, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1846, s1.loss_cls: 0.0661, s1.acc: 95.2235, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0875, s2.loss_cls: 0.0338, s2.acc: 95.0060, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0414, loss: 0.9937 2022-05-15 06:49:51,055 - mmdet - INFO - Epoch [24][6850/7330] lr: 1.000e-04, eta: 1 day, 12:35:49, time: 1.462, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1529, s0.loss_cls: 0.1443, s0.acc: 94.6711, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1847, s1.loss_cls: 0.0675, s1.acc: 94.9739, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0872, s2.loss_cls: 0.0347, s2.acc: 94.7523, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0412, loss: 0.9879 2022-05-15 06:51:03,938 - mmdet - INFO - Epoch [24][6900/7330] lr: 1.000e-04, eta: 1 day, 12:34:34, time: 1.458, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1562, s0.loss_cls: 0.1439, s0.acc: 94.7710, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1836, s1.loss_cls: 0.0664, s1.acc: 95.2381, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0870, s2.loss_cls: 0.0335, s2.acc: 95.0762, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0410, loss: 0.9844 2022-05-15 06:52:17,339 - mmdet - INFO - Epoch [24][6950/7330] lr: 1.000e-04, eta: 1 day, 12:33:19, time: 1.468, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1521, s0.loss_cls: 0.1515, s0.acc: 94.4258, s0.loss_bbox: 0.0887, s0.loss_mask: 0.1850, s1.loss_cls: 0.0697, s1.acc: 94.8841, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0876, s2.loss_cls: 0.0355, s2.acc: 94.8184, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0415, loss: 1.0200 2022-05-15 06:53:30,829 - mmdet - INFO - Epoch [24][7000/7330] lr: 1.000e-04, eta: 1 day, 12:32:04, time: 1.470, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1659, s0.loss_cls: 0.1480, s0.acc: 94.6916, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1819, s1.loss_cls: 0.0678, s1.acc: 95.2042, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0856, s2.loss_cls: 0.0349, s2.acc: 94.9424, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0403, loss: 1.0035 2022-05-15 06:54:43,852 - mmdet - INFO - Epoch [24][7050/7330] lr: 1.000e-04, eta: 1 day, 12:30:48, time: 1.460, data_time: 0.011, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1597, s0.loss_cls: 0.1438, s0.acc: 94.6797, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1819, s1.loss_cls: 0.0662, s1.acc: 95.1264, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0863, s2.loss_cls: 0.0342, s2.acc: 94.8160, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0410, loss: 0.9960 2022-05-15 06:55:55,811 - mmdet - INFO - Epoch [24][7100/7330] lr: 1.000e-04, eta: 1 day, 12:29:33, time: 1.439, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1533, s0.loss_cls: 0.1512, s0.acc: 94.4294, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1904, s1.loss_cls: 0.0701, s1.acc: 94.9190, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0896, s2.loss_cls: 0.0357, s2.acc: 94.7618, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0423, loss: 1.0224 2022-05-15 06:57:08,969 - mmdet - INFO - Epoch [24][7150/7330] lr: 1.000e-04, eta: 1 day, 12:28:18, time: 1.463, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1556, s0.loss_cls: 0.1532, s0.acc: 94.4788, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1838, s1.loss_cls: 0.0699, s1.acc: 94.9671, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0873, s2.loss_cls: 0.0353, s2.acc: 94.7439, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0414, loss: 1.0114 2022-05-15 06:58:22,194 - mmdet - INFO - Epoch [24][7200/7330] lr: 1.000e-04, eta: 1 day, 12:27:02, time: 1.465, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1595, s0.loss_cls: 0.1400, s0.acc: 94.7444, s0.loss_bbox: 0.0776, s0.loss_mask: 0.1868, s1.loss_cls: 0.0647, s1.acc: 95.1572, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0881, s2.loss_cls: 0.0328, s2.acc: 95.0921, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0418, loss: 0.9825 2022-05-15 06:59:34,980 - mmdet - INFO - Epoch [24][7250/7330] lr: 1.000e-04, eta: 1 day, 12:25:47, time: 1.455, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1503, s0.acc: 94.3997, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1885, s1.loss_cls: 0.0694, s1.acc: 94.8318, s1.loss_bbox: 0.1000, s1.loss_mask: 0.0897, s2.loss_cls: 0.0361, s2.acc: 94.6184, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0426, loss: 1.0273 2022-05-15 07:00:48,646 - mmdet - INFO - Epoch [24][7300/7330] lr: 1.000e-04, eta: 1 day, 12:24:32, time: 1.474, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1521, s0.loss_cls: 0.1492, s0.acc: 94.6204, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1841, s1.loss_cls: 0.0681, s1.acc: 95.1226, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0874, s2.loss_cls: 0.0345, s2.acc: 94.9431, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0416, loss: 0.9974 2022-05-15 07:01:52,456 - mmdet - INFO - Saving checkpoint at 24 epochs 2022-05-15 07:06:33,361 - mmdet - INFO - Evaluating bbox... 2022-05-15 07:07:18,208 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.564 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.751 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.622 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.410 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.606 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.696 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.581 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.762 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.860 2022-05-15 07:07:18,211 - mmdet - INFO - Evaluating segm... 2022-05-15 07:08:10,987 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.492 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.732 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.538 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.304 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.523 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 ] = 0.634 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.634 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.634 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 ] = 0.666 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.779 2022-05-15 07:08:11,861 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-15 07:08:11,863 - mmdet - INFO - Epoch(val) [24][313] bbox_mAP: 0.5640, bbox_mAP_50: 0.7510, bbox_mAP_75: 0.6220, bbox_mAP_s: 0.4100, bbox_mAP_m: 0.6060, bbox_mAP_l: 0.6960, bbox_mAP_copypaste: 0.564 0.751 0.622 0.410 0.606 0.696, segm_mAP: 0.4920, segm_mAP_50: 0.7320, segm_mAP_75: 0.5380, segm_mAP_s: 0.3040, segm_mAP_m: 0.5230, segm_mAP_l: 0.6720, segm_mAP_copypaste: 0.492 0.732 0.538 0.304 0.523 0.672 2022-05-15 07:13:49,374 - mmdet - INFO - Epoch [25][50/7330] lr: 1.000e-04, eta: 1 day, 12:24:22, time: 6.749, data_time: 5.264, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1490, s0.loss_cls: 0.1330, s0.acc: 95.0945, s0.loss_bbox: 0.0780, s0.loss_mask: 0.1834, s1.loss_cls: 0.0595, s1.acc: 95.6748, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0868, s2.loss_cls: 0.0308, s2.acc: 95.3915, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0414, loss: 0.9549 2022-05-15 07:15:03,214 - mmdet - INFO - Epoch [25][100/7330] lr: 1.000e-04, eta: 1 day, 12:23:07, time: 1.477, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1517, s0.loss_cls: 0.1398, s0.acc: 94.7422, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1880, s1.loss_cls: 0.0643, s1.acc: 95.1516, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0894, s2.loss_cls: 0.0334, s2.acc: 94.8400, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0427, loss: 1.0011 2022-05-15 07:16:16,572 - mmdet - INFO - Epoch [25][150/7330] lr: 1.000e-04, eta: 1 day, 12:21:52, time: 1.467, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1523, s0.loss_cls: 0.1341, s0.acc: 94.9014, s0.loss_bbox: 0.0799, s0.loss_mask: 0.1791, s1.loss_cls: 0.0606, s1.acc: 95.4636, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0849, s2.loss_cls: 0.0312, s2.acc: 95.2327, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0407, loss: 0.9537 2022-05-15 07:17:29,333 - mmdet - INFO - Epoch [25][200/7330] lr: 1.000e-04, eta: 1 day, 12:20:37, time: 1.455, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1510, s0.loss_cls: 0.1429, s0.acc: 94.6570, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1802, s1.loss_cls: 0.0654, s1.acc: 95.2175, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0848, s2.loss_cls: 0.0336, s2.acc: 94.9825, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0401, loss: 0.9751 2022-05-15 07:18:43,448 - mmdet - INFO - Epoch [25][250/7330] lr: 1.000e-04, eta: 1 day, 12:19:22, time: 1.482, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1511, s0.loss_cls: 0.1439, s0.acc: 94.7285, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1826, s1.loss_cls: 0.0651, s1.acc: 95.2590, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0867, s2.loss_cls: 0.0327, s2.acc: 95.1048, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0411, loss: 0.9837 2022-05-15 07:19:57,239 - mmdet - INFO - Epoch [25][300/7330] lr: 1.000e-04, eta: 1 day, 12:18:07, time: 1.474, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1549, s0.loss_cls: 0.1448, s0.acc: 94.6060, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1872, s1.loss_cls: 0.0663, s1.acc: 95.0430, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0879, s2.loss_cls: 0.0342, s2.acc: 94.6883, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0416, loss: 1.0044 2022-05-15 07:21:11,110 - mmdet - INFO - Epoch [25][350/7330] lr: 1.000e-04, eta: 1 day, 12:16:52, time: 1.477, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1555, s0.loss_cls: 0.1443, s0.acc: 94.6414, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1855, s1.loss_cls: 0.0657, s1.acc: 95.2507, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0889, s2.loss_cls: 0.0340, s2.acc: 94.9369, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0421, loss: 1.0021 2022-05-15 07:22:24,740 - mmdet - INFO - Epoch [25][400/7330] lr: 1.000e-04, eta: 1 day, 12:15:37, time: 1.475, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1534, s0.loss_cls: 0.1388, s0.acc: 94.8513, s0.loss_bbox: 0.0784, s0.loss_mask: 0.1776, s1.loss_cls: 0.0632, s1.acc: 95.3319, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0843, s2.loss_cls: 0.0317, s2.acc: 95.2940, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0399, loss: 0.9562 2022-05-15 07:23:38,038 - mmdet - INFO - Epoch [25][450/7330] lr: 1.000e-04, eta: 1 day, 12:14:22, time: 1.466, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1486, s0.loss_cls: 0.1489, s0.acc: 94.4736, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1921, s1.loss_cls: 0.0671, s1.acc: 94.9923, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0907, s2.loss_cls: 0.0345, s2.acc: 94.7644, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0429, loss: 1.0165 2022-05-15 07:24:52,169 - mmdet - INFO - Epoch [25][500/7330] lr: 1.000e-04, eta: 1 day, 12:13:07, time: 1.482, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0268, loss_semantic_seg: 0.1520, s0.loss_cls: 0.1524, s0.acc: 94.4407, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1835, s1.loss_cls: 0.0702, s1.acc: 94.9048, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0871, s2.loss_cls: 0.0349, s2.acc: 94.7623, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0415, loss: 1.0070 2022-05-15 07:26:04,720 - mmdet - INFO - Epoch [25][550/7330] lr: 1.000e-04, eta: 1 day, 12:11:52, time: 1.451, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1408, s0.acc: 94.8057, s0.loss_bbox: 0.0790, s0.loss_mask: 0.1807, s1.loss_cls: 0.0647, s1.acc: 95.2835, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0856, s2.loss_cls: 0.0331, s2.acc: 95.1364, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0404, loss: 0.9785 2022-05-15 07:27:16,864 - mmdet - INFO - Epoch [25][600/7330] lr: 1.000e-04, eta: 1 day, 12:10:36, time: 1.443, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1592, s0.loss_cls: 0.1367, s0.acc: 94.9824, s0.loss_bbox: 0.0810, s0.loss_mask: 0.1799, s1.loss_cls: 0.0612, s1.acc: 95.5230, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0856, s2.loss_cls: 0.0311, s2.acc: 95.3790, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0404, loss: 0.9684 2022-05-15 07:28:29,437 - mmdet - INFO - Epoch [25][650/7330] lr: 1.000e-04, eta: 1 day, 12:09:20, time: 1.451, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1538, s0.loss_cls: 0.1347, s0.acc: 95.0649, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1765, s1.loss_cls: 0.0607, s1.acc: 95.5871, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0840, s2.loss_cls: 0.0312, s2.acc: 95.3661, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0399, loss: 0.9433 2022-05-15 07:29:43,225 - mmdet - INFO - Epoch [25][700/7330] lr: 1.000e-04, eta: 1 day, 12:08:06, time: 1.476, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1583, s0.loss_cls: 0.1382, s0.acc: 94.9138, s0.loss_bbox: 0.0801, s0.loss_mask: 0.1850, s1.loss_cls: 0.0630, s1.acc: 95.4606, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0871, s2.loss_cls: 0.0327, s2.acc: 95.1335, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0413, loss: 0.9841 2022-05-15 07:30:57,251 - mmdet - INFO - Epoch [25][750/7330] lr: 1.000e-04, eta: 1 day, 12:06:51, time: 1.480, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1532, s0.loss_cls: 0.1440, s0.acc: 94.5991, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1819, s1.loss_cls: 0.0668, s1.acc: 94.9702, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0858, s2.loss_cls: 0.0339, s2.acc: 94.8420, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0408, loss: 0.9886 2022-05-15 07:32:10,526 - mmdet - INFO - Epoch [25][800/7330] lr: 1.000e-04, eta: 1 day, 12:05:36, time: 1.466, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1537, s0.loss_cls: 0.1386, s0.acc: 94.8823, s0.loss_bbox: 0.0774, s0.loss_mask: 0.1789, s1.loss_cls: 0.0624, s1.acc: 95.3828, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0847, s2.loss_cls: 0.0317, s2.acc: 95.3168, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0401, loss: 0.9554 2022-05-15 07:33:23,444 - mmdet - INFO - Epoch [25][850/7330] lr: 1.000e-04, eta: 1 day, 12:04:20, time: 1.458, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1467, s0.loss_cls: 0.1449, s0.acc: 94.5769, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1833, s1.loss_cls: 0.0667, s1.acc: 95.0589, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0869, s2.loss_cls: 0.0345, s2.acc: 94.8355, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0410, loss: 0.9877 2022-05-15 07:34:36,413 - mmdet - INFO - Epoch [25][900/7330] lr: 1.000e-04, eta: 1 day, 12:03:05, time: 1.459, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1550, s0.loss_cls: 0.1442, s0.acc: 94.5745, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1876, s1.loss_cls: 0.0665, s1.acc: 95.1062, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0890, s2.loss_cls: 0.0336, s2.acc: 94.9372, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0423, loss: 1.0038 2022-05-15 07:35:49,159 - mmdet - INFO - Epoch [25][950/7330] lr: 1.000e-04, eta: 1 day, 12:01:50, time: 1.455, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1542, s0.loss_cls: 0.1334, s0.acc: 95.0449, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1772, s1.loss_cls: 0.0615, s1.acc: 95.5302, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0835, s2.loss_cls: 0.0313, s2.acc: 95.4780, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0400, loss: 0.9396 2022-05-15 07:37:01,577 - mmdet - INFO - Epoch [25][1000/7330] lr: 1.000e-04, eta: 1 day, 12:00:34, time: 1.448, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1535, s0.loss_cls: 0.1445, s0.acc: 94.5332, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1857, s1.loss_cls: 0.0655, s1.acc: 95.0107, s1.loss_bbox: 0.0951, s1.loss_mask: 0.0882, s2.loss_cls: 0.0329, s2.acc: 94.8888, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0418, loss: 0.9970 2022-05-15 07:38:13,874 - mmdet - INFO - Epoch [25][1050/7330] lr: 1.000e-04, eta: 1 day, 11:59:18, time: 1.446, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1534, s0.loss_cls: 0.1448, s0.acc: 94.6479, s0.loss_bbox: 0.0885, s0.loss_mask: 0.1879, s1.loss_cls: 0.0658, s1.acc: 95.1325, s1.loss_bbox: 0.1012, s1.loss_mask: 0.0892, s2.loss_cls: 0.0337, s2.acc: 94.8897, s2.loss_bbox: 0.0664, s2.loss_mask: 0.0421, loss: 1.0182 2022-05-15 07:39:26,025 - mmdet - INFO - Epoch [25][1100/7330] lr: 1.000e-04, eta: 1 day, 11:58:03, time: 1.443, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1552, s0.loss_cls: 0.1444, s0.acc: 94.6716, s0.loss_bbox: 0.0827, s0.loss_mask: 0.1896, s1.loss_cls: 0.0663, s1.acc: 95.1081, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0902, s2.loss_cls: 0.0336, s2.acc: 94.8583, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0431, loss: 1.0083 2022-05-15 07:40:39,064 - mmdet - INFO - Epoch [25][1150/7330] lr: 1.000e-04, eta: 1 day, 11:56:47, time: 1.461, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1538, s0.loss_cls: 0.1385, s0.acc: 94.8589, s0.loss_bbox: 0.0788, s0.loss_mask: 0.1778, s1.loss_cls: 0.0625, s1.acc: 95.3675, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0843, s2.loss_cls: 0.0316, s2.acc: 95.2932, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0403, loss: 0.9595 2022-05-15 07:41:51,819 - mmdet - INFO - Epoch [25][1200/7330] lr: 1.000e-04, eta: 1 day, 11:55:32, time: 1.455, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1470, s0.loss_cls: 0.1387, s0.acc: 94.8149, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1845, s1.loss_cls: 0.0622, s1.acc: 95.3707, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0868, s2.loss_cls: 0.0319, s2.acc: 95.1962, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0411, loss: 0.9765 2022-05-15 07:43:05,429 - mmdet - INFO - Epoch [25][1250/7330] lr: 1.000e-04, eta: 1 day, 11:54:17, time: 1.472, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1515, s0.loss_cls: 0.1384, s0.acc: 94.8108, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1825, s1.loss_cls: 0.0631, s1.acc: 95.2771, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0854, s2.loss_cls: 0.0324, s2.acc: 95.1014, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0402, loss: 0.9779 2022-05-15 07:44:19,128 - mmdet - INFO - Epoch [25][1300/7330] lr: 1.000e-04, eta: 1 day, 11:53:02, time: 1.474, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1566, s0.loss_cls: 0.1482, s0.acc: 94.5137, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1887, s1.loss_cls: 0.0671, s1.acc: 94.9758, s1.loss_bbox: 0.0983, s1.loss_mask: 0.0886, s2.loss_cls: 0.0350, s2.acc: 94.7318, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0420, loss: 1.0190 2022-05-15 07:45:32,766 - mmdet - INFO - Epoch [25][1350/7330] lr: 1.000e-04, eta: 1 day, 11:51:47, time: 1.473, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1567, s0.loss_cls: 0.1408, s0.acc: 94.7793, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1796, s1.loss_cls: 0.0645, s1.acc: 95.2547, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0849, s2.loss_cls: 0.0329, s2.acc: 95.1177, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0406, loss: 0.9782 2022-05-15 07:46:46,563 - mmdet - INFO - Epoch [25][1400/7330] lr: 1.000e-04, eta: 1 day, 11:50:32, time: 1.476, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1572, s0.loss_cls: 0.1497, s0.acc: 94.4717, s0.loss_bbox: 0.0855, s0.loss_mask: 0.1876, s1.loss_cls: 0.0691, s1.acc: 94.9893, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0881, s2.loss_cls: 0.0350, s2.acc: 94.7636, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0417, loss: 1.0167 2022-05-15 07:47:59,210 - mmdet - INFO - Epoch [25][1450/7330] lr: 1.000e-04, eta: 1 day, 11:49:17, time: 1.453, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1504, s0.loss_cls: 0.1399, s0.acc: 94.8931, s0.loss_bbox: 0.0803, s0.loss_mask: 0.1806, s1.loss_cls: 0.0641, s1.acc: 95.3803, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0857, s2.loss_cls: 0.0328, s2.acc: 95.1393, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0405, loss: 0.9709 2022-05-15 07:49:12,430 - mmdet - INFO - Epoch [25][1500/7330] lr: 1.000e-04, eta: 1 day, 11:48:01, time: 1.464, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1556, s0.loss_cls: 0.1389, s0.acc: 94.8757, s0.loss_bbox: 0.0771, s0.loss_mask: 0.1778, s1.loss_cls: 0.0619, s1.acc: 95.4513, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0849, s2.loss_cls: 0.0319, s2.acc: 95.1831, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0404, loss: 0.9581 2022-05-15 07:50:25,034 - mmdet - INFO - Epoch [25][1550/7330] lr: 1.000e-04, eta: 1 day, 11:46:46, time: 1.452, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1585, s0.loss_cls: 0.1388, s0.acc: 94.7451, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1840, s1.loss_cls: 0.0633, s1.acc: 95.1584, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0876, s2.loss_cls: 0.0326, s2.acc: 94.9431, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0412, loss: 0.9824 2022-05-15 07:51:38,489 - mmdet - INFO - Epoch [25][1600/7330] lr: 1.000e-04, eta: 1 day, 11:45:31, time: 1.469, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1474, s0.loss_cls: 0.1463, s0.acc: 94.5737, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1903, s1.loss_cls: 0.0667, s1.acc: 95.0113, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0902, s2.loss_cls: 0.0344, s2.acc: 94.7951, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0425, loss: 1.0039 2022-05-15 07:52:51,162 - mmdet - INFO - Epoch [25][1650/7330] lr: 1.000e-04, eta: 1 day, 11:44:16, time: 1.453, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1490, s0.loss_cls: 0.1536, s0.acc: 94.3723, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1833, s1.loss_cls: 0.0713, s1.acc: 94.8477, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0863, s2.loss_cls: 0.0363, s2.acc: 94.7126, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0406, loss: 1.0010 2022-05-15 07:54:05,059 - mmdet - INFO - Epoch [25][1700/7330] lr: 1.000e-04, eta: 1 day, 11:43:01, time: 1.477, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1509, s0.loss_cls: 0.1419, s0.acc: 94.8088, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1803, s1.loss_cls: 0.0648, s1.acc: 95.3187, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0856, s2.loss_cls: 0.0326, s2.acc: 95.1950, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0405, loss: 0.9743 2022-05-15 07:55:18,973 - mmdet - INFO - Epoch [25][1750/7330] lr: 1.000e-04, eta: 1 day, 11:41:46, time: 1.479, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1533, s0.loss_cls: 0.1445, s0.acc: 94.6331, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1837, s1.loss_cls: 0.0653, s1.acc: 95.1623, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0862, s2.loss_cls: 0.0336, s2.acc: 94.9665, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0408, loss: 0.9935 2022-05-15 07:56:32,355 - mmdet - INFO - Epoch [25][1800/7330] lr: 1.000e-04, eta: 1 day, 11:40:31, time: 1.468, data_time: 0.026, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1516, s0.loss_cls: 0.1397, s0.acc: 94.8613, s0.loss_bbox: 0.0793, s0.loss_mask: 0.1795, s1.loss_cls: 0.0635, s1.acc: 95.4471, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0857, s2.loss_cls: 0.0332, s2.acc: 95.1807, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0406, loss: 0.9657 2022-05-15 07:57:45,590 - mmdet - INFO - Epoch [25][1850/7330] lr: 1.000e-04, eta: 1 day, 11:39:16, time: 1.465, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1483, s0.acc: 94.4714, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1888, s1.loss_cls: 0.0671, s1.acc: 95.0452, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0886, s2.loss_cls: 0.0343, s2.acc: 94.9049, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0415, loss: 1.0124 2022-05-15 07:58:57,530 - mmdet - INFO - Epoch [25][1900/7330] lr: 1.000e-04, eta: 1 day, 11:38:00, time: 1.438, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1556, s0.loss_cls: 0.1464, s0.acc: 94.6060, s0.loss_bbox: 0.0827, s0.loss_mask: 0.1873, s1.loss_cls: 0.0673, s1.acc: 95.0916, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0886, s2.loss_cls: 0.0342, s2.acc: 94.9034, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0419, loss: 1.0049 2022-05-15 08:00:10,106 - mmdet - INFO - Epoch [25][1950/7330] lr: 1.000e-04, eta: 1 day, 11:36:44, time: 1.452, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1531, s0.loss_cls: 0.1414, s0.acc: 94.7634, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1828, s1.loss_cls: 0.0640, s1.acc: 95.2838, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0856, s2.loss_cls: 0.0328, s2.acc: 95.0623, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0405, loss: 0.9792 2022-05-15 08:01:23,345 - mmdet - INFO - Epoch [25][2000/7330] lr: 1.000e-04, eta: 1 day, 11:35:29, time: 1.464, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1574, s0.loss_cls: 0.1384, s0.acc: 94.7930, s0.loss_bbox: 0.0798, s0.loss_mask: 0.1819, s1.loss_cls: 0.0633, s1.acc: 95.2462, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0854, s2.loss_cls: 0.0321, s2.acc: 95.0139, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0402, loss: 0.9762 2022-05-15 08:02:36,739 - mmdet - INFO - Epoch [25][2050/7330] lr: 1.000e-04, eta: 1 day, 11:34:14, time: 1.468, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1485, s0.loss_cls: 0.1375, s0.acc: 94.8381, s0.loss_bbox: 0.0786, s0.loss_mask: 0.1859, s1.loss_cls: 0.0617, s1.acc: 95.3360, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0889, s2.loss_cls: 0.0320, s2.acc: 95.0767, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0422, loss: 0.9659 2022-05-15 08:03:50,222 - mmdet - INFO - Epoch [25][2100/7330] lr: 1.000e-04, eta: 1 day, 11:32:59, time: 1.468, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1560, s0.loss_cls: 0.1457, s0.acc: 94.5625, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1864, s1.loss_cls: 0.0662, s1.acc: 95.0527, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0880, s2.loss_cls: 0.0340, s2.acc: 94.9433, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0418, loss: 1.0041 2022-05-15 08:05:02,819 - mmdet - INFO - Epoch [25][2150/7330] lr: 1.000e-04, eta: 1 day, 11:31:44, time: 1.454, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1593, s0.loss_cls: 0.1372, s0.acc: 94.9382, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1832, s1.loss_cls: 0.0627, s1.acc: 95.4742, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0863, s2.loss_cls: 0.0319, s2.acc: 95.2876, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0410, loss: 0.9711 2022-05-15 08:06:15,329 - mmdet - INFO - Epoch [25][2200/7330] lr: 1.000e-04, eta: 1 day, 11:30:28, time: 1.450, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1551, s0.loss_cls: 0.1387, s0.acc: 94.7996, s0.loss_bbox: 0.0806, s0.loss_mask: 0.1843, s1.loss_cls: 0.0622, s1.acc: 95.4274, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0871, s2.loss_cls: 0.0319, s2.acc: 95.1673, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0414, loss: 0.9761 2022-05-15 08:07:29,890 - mmdet - INFO - Epoch [25][2250/7330] lr: 1.000e-04, eta: 1 day, 11:29:14, time: 1.491, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1552, s0.loss_cls: 0.1396, s0.acc: 94.8020, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1814, s1.loss_cls: 0.0640, s1.acc: 95.2788, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0853, s2.loss_cls: 0.0325, s2.acc: 95.1255, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0404, loss: 0.9698 2022-05-15 08:08:43,933 - mmdet - INFO - Epoch [25][2300/7330] lr: 1.000e-04, eta: 1 day, 11:27:59, time: 1.481, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1577, s0.loss_cls: 0.1408, s0.acc: 94.8254, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1843, s1.loss_cls: 0.0634, s1.acc: 95.4199, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0871, s2.loss_cls: 0.0327, s2.acc: 95.2194, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0413, loss: 0.9849 2022-05-15 08:09:57,290 - mmdet - INFO - Epoch [25][2350/7330] lr: 1.000e-04, eta: 1 day, 11:26:44, time: 1.467, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1519, s0.loss_cls: 0.1507, s0.acc: 94.4642, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1913, s1.loss_cls: 0.0695, s1.acc: 95.0129, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0904, s2.loss_cls: 0.0355, s2.acc: 94.8384, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0426, loss: 1.0184 2022-05-15 08:11:10,627 - mmdet - INFO - Epoch [25][2400/7330] lr: 1.000e-04, eta: 1 day, 11:25:29, time: 1.467, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1535, s0.loss_cls: 0.1426, s0.acc: 94.7285, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1832, s1.loss_cls: 0.0663, s1.acc: 95.1495, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0863, s2.loss_cls: 0.0337, s2.acc: 94.9353, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0411, loss: 0.9860 2022-05-15 08:12:24,097 - mmdet - INFO - Epoch [25][2450/7330] lr: 1.000e-04, eta: 1 day, 11:24:14, time: 1.469, data_time: 0.025, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1630, s0.loss_cls: 0.1384, s0.acc: 94.8564, s0.loss_bbox: 0.0778, s0.loss_mask: 0.1802, s1.loss_cls: 0.0644, s1.acc: 95.2683, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0853, s2.loss_cls: 0.0326, s2.acc: 95.0838, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0404, loss: 0.9724 2022-05-15 08:13:38,730 - mmdet - INFO - Epoch [25][2500/7330] lr: 1.000e-04, eta: 1 day, 11:22:59, time: 1.493, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1573, s0.loss_cls: 0.1337, s0.acc: 95.0078, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1821, s1.loss_cls: 0.0612, s1.acc: 95.4887, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0863, s2.loss_cls: 0.0309, s2.acc: 95.4097, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0408, loss: 0.9652 2022-05-15 08:14:52,189 - mmdet - INFO - Epoch [25][2550/7330] lr: 1.000e-04, eta: 1 day, 11:21:44, time: 1.469, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0271, loss_semantic_seg: 0.1549, s0.loss_cls: 0.1468, s0.acc: 94.5876, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1852, s1.loss_cls: 0.0669, s1.acc: 95.0885, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0880, s2.loss_cls: 0.0333, s2.acc: 94.9560, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0419, loss: 1.0058 2022-05-15 08:16:05,969 - mmdet - INFO - Epoch [25][2600/7330] lr: 1.000e-04, eta: 1 day, 11:20:29, time: 1.476, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1509, s0.loss_cls: 0.1482, s0.acc: 94.5300, s0.loss_bbox: 0.0841, s0.loss_mask: 0.1885, s1.loss_cls: 0.0686, s1.acc: 94.9779, s1.loss_bbox: 0.0976, s1.loss_mask: 0.0888, s2.loss_cls: 0.0349, s2.acc: 94.8074, s2.loss_bbox: 0.0640, s2.loss_mask: 0.0418, loss: 1.0125 2022-05-15 08:17:18,762 - mmdet - INFO - Epoch [25][2650/7330] lr: 1.000e-04, eta: 1 day, 11:19:14, time: 1.455, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1542, s0.loss_cls: 0.1388, s0.acc: 94.8208, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1831, s1.loss_cls: 0.0634, s1.acc: 95.2847, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0871, s2.loss_cls: 0.0324, s2.acc: 95.1266, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0411, loss: 0.9787 2022-05-15 08:18:31,131 - mmdet - INFO - Epoch [25][2700/7330] lr: 1.000e-04, eta: 1 day, 11:17:58, time: 1.448, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1538, s0.loss_cls: 0.1424, s0.acc: 94.6675, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1856, s1.loss_cls: 0.0656, s1.acc: 95.1601, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0882, s2.loss_cls: 0.0330, s2.acc: 95.0590, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0416, loss: 0.9911 2022-05-15 08:19:44,907 - mmdet - INFO - Epoch [25][2750/7330] lr: 1.000e-04, eta: 1 day, 11:16:43, time: 1.476, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1530, s0.loss_cls: 0.1333, s0.acc: 95.0608, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1756, s1.loss_cls: 0.0593, s1.acc: 95.5672, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0827, s2.loss_cls: 0.0298, s2.acc: 95.5325, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0393, loss: 0.9356 2022-05-15 08:20:58,597 - mmdet - INFO - Epoch [25][2800/7330] lr: 1.000e-04, eta: 1 day, 11:15:28, time: 1.472, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1488, s0.loss_cls: 0.1384, s0.acc: 94.9028, s0.loss_bbox: 0.0794, s0.loss_mask: 0.1824, s1.loss_cls: 0.0625, s1.acc: 95.3659, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0866, s2.loss_cls: 0.0320, s2.acc: 95.2062, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0411, loss: 0.9659 2022-05-15 08:22:12,204 - mmdet - INFO - Epoch [25][2850/7330] lr: 1.000e-04, eta: 1 day, 11:14:14, time: 1.474, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1531, s0.loss_cls: 0.1391, s0.acc: 94.8025, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1827, s1.loss_cls: 0.0644, s1.acc: 95.3216, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0863, s2.loss_cls: 0.0326, s2.acc: 95.1315, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0407, loss: 0.9742 2022-05-15 08:23:25,196 - mmdet - INFO - Epoch [25][2900/7330] lr: 1.000e-04, eta: 1 day, 11:12:58, time: 1.458, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1537, s0.loss_cls: 0.1330, s0.acc: 95.0413, s0.loss_bbox: 0.0789, s0.loss_mask: 0.1846, s1.loss_cls: 0.0603, s1.acc: 95.4680, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0869, s2.loss_cls: 0.0303, s2.acc: 95.4083, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0411, loss: 0.9610 2022-05-15 08:24:38,535 - mmdet - INFO - Epoch [25][2950/7330] lr: 1.000e-04, eta: 1 day, 11:11:43, time: 1.468, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1648, s0.loss_cls: 0.1401, s0.acc: 94.8064, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1900, s1.loss_cls: 0.0638, s1.acc: 95.2258, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0900, s2.loss_cls: 0.0329, s2.acc: 95.0207, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0426, loss: 1.0045 2022-05-15 08:25:52,047 - mmdet - INFO - Epoch [25][3000/7330] lr: 1.000e-04, eta: 1 day, 11:10:28, time: 1.470, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1532, s0.loss_cls: 0.1336, s0.acc: 95.0476, s0.loss_bbox: 0.0765, s0.loss_mask: 0.1825, s1.loss_cls: 0.0616, s1.acc: 95.5407, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0869, s2.loss_cls: 0.0316, s2.acc: 95.3714, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0413, loss: 0.9592 2022-05-15 08:27:06,379 - mmdet - INFO - Epoch [25][3050/7330] lr: 1.000e-04, eta: 1 day, 11:09:14, time: 1.487, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1555, s0.loss_cls: 0.1398, s0.acc: 94.7898, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1830, s1.loss_cls: 0.0633, s1.acc: 95.3220, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0861, s2.loss_cls: 0.0331, s2.acc: 95.0264, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0407, loss: 0.9803 2022-05-15 08:28:20,439 - mmdet - INFO - Epoch [25][3100/7330] lr: 1.000e-04, eta: 1 day, 11:07:59, time: 1.481, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1548, s0.loss_cls: 0.1477, s0.acc: 94.6135, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1813, s1.loss_cls: 0.0678, s1.acc: 95.1024, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0860, s2.loss_cls: 0.0342, s2.acc: 94.9261, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0410, loss: 0.9981 2022-05-15 08:29:33,525 - mmdet - INFO - Epoch [25][3150/7330] lr: 1.000e-04, eta: 1 day, 11:06:44, time: 1.462, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1530, s0.loss_cls: 0.1375, s0.acc: 94.9221, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1745, s1.loss_cls: 0.0637, s1.acc: 95.3344, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0818, s2.loss_cls: 0.0321, s2.acc: 95.2340, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0389, loss: 0.9455 2022-05-15 08:30:47,375 - mmdet - INFO - Epoch [25][3200/7330] lr: 1.000e-04, eta: 1 day, 11:05:29, time: 1.477, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1533, s0.loss_cls: 0.1514, s0.acc: 94.5530, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1888, s1.loss_cls: 0.0704, s1.acc: 95.0470, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0891, s2.loss_cls: 0.0360, s2.acc: 94.7525, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0421, loss: 1.0160 2022-05-15 08:32:00,421 - mmdet - INFO - Epoch [25][3250/7330] lr: 1.000e-04, eta: 1 day, 11:04:14, time: 1.460, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1514, s0.loss_cls: 0.1418, s0.acc: 94.7629, s0.loss_bbox: 0.0783, s0.loss_mask: 0.1820, s1.loss_cls: 0.0639, s1.acc: 95.2936, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0863, s2.loss_cls: 0.0328, s2.acc: 95.0606, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0409, loss: 0.9738 2022-05-15 08:33:13,787 - mmdet - INFO - Epoch [25][3300/7330] lr: 1.000e-04, eta: 1 day, 11:02:59, time: 1.468, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1556, s0.loss_cls: 0.1423, s0.acc: 94.7776, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1802, s1.loss_cls: 0.0653, s1.acc: 95.2438, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0851, s2.loss_cls: 0.0342, s2.acc: 94.9409, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0400, loss: 0.9786 2022-05-15 08:34:27,669 - mmdet - INFO - Epoch [25][3350/7330] lr: 1.000e-04, eta: 1 day, 11:01:44, time: 1.478, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1542, s0.loss_cls: 0.1424, s0.acc: 94.6860, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1828, s1.loss_cls: 0.0652, s1.acc: 95.1782, s1.loss_bbox: 0.0967, s1.loss_mask: 0.0870, s2.loss_cls: 0.0338, s2.acc: 94.8691, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0410, loss: 0.9942 2022-05-15 08:35:41,799 - mmdet - INFO - Epoch [25][3400/7330] lr: 1.000e-04, eta: 1 day, 11:00:29, time: 1.483, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1647, s0.loss_cls: 0.1453, s0.acc: 94.5940, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1881, s1.loss_cls: 0.0660, s1.acc: 95.0712, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0885, s2.loss_cls: 0.0346, s2.acc: 94.8397, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0419, loss: 1.0140 2022-05-15 08:36:54,731 - mmdet - INFO - Epoch [25][3450/7330] lr: 1.000e-04, eta: 1 day, 10:59:14, time: 1.459, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1533, s0.loss_cls: 0.1397, s0.acc: 94.9053, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1860, s1.loss_cls: 0.0641, s1.acc: 95.5102, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0886, s2.loss_cls: 0.0331, s2.acc: 95.1798, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0421, loss: 0.9877 2022-05-15 08:38:09,471 - mmdet - INFO - Epoch [25][3500/7330] lr: 1.000e-04, eta: 1 day, 10:57:59, time: 1.495, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1532, s0.loss_cls: 0.1500, s0.acc: 94.4902, s0.loss_bbox: 0.0877, s0.loss_mask: 0.1896, s1.loss_cls: 0.0695, s1.acc: 95.0035, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0896, s2.loss_cls: 0.0356, s2.acc: 94.6807, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0424, loss: 1.0257 2022-05-15 08:39:23,548 - mmdet - INFO - Epoch [25][3550/7330] lr: 1.000e-04, eta: 1 day, 10:56:45, time: 1.481, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1578, s0.loss_cls: 0.1449, s0.acc: 94.6858, s0.loss_bbox: 0.0803, s0.loss_mask: 0.1794, s1.loss_cls: 0.0659, s1.acc: 95.1844, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0855, s2.loss_cls: 0.0330, s2.acc: 95.1034, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0406, loss: 0.9835 2022-05-15 08:40:37,006 - mmdet - INFO - Epoch [25][3600/7330] lr: 1.000e-04, eta: 1 day, 10:55:30, time: 1.470, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1584, s0.loss_cls: 0.1365, s0.acc: 94.9333, s0.loss_bbox: 0.0776, s0.loss_mask: 0.1819, s1.loss_cls: 0.0624, s1.acc: 95.3384, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0860, s2.loss_cls: 0.0323, s2.acc: 95.1501, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0405, loss: 0.9685 2022-05-15 08:41:51,028 - mmdet - INFO - Epoch [25][3650/7330] lr: 1.000e-04, eta: 1 day, 10:54:15, time: 1.480, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1595, s0.loss_cls: 0.1522, s0.acc: 94.4958, s0.loss_bbox: 0.0844, s0.loss_mask: 0.1825, s1.loss_cls: 0.0696, s1.acc: 94.9321, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0861, s2.loss_cls: 0.0350, s2.acc: 94.7717, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0408, loss: 1.0152 2022-05-15 08:43:03,979 - mmdet - INFO - Epoch [25][3700/7330] lr: 1.000e-04, eta: 1 day, 10:53:00, time: 1.459, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1549, s0.loss_cls: 0.1443, s0.acc: 94.7493, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1843, s1.loss_cls: 0.0663, s1.acc: 95.1810, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0872, s2.loss_cls: 0.0334, s2.acc: 95.0770, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0411, loss: 0.9959 2022-05-15 08:44:17,812 - mmdet - INFO - Epoch [25][3750/7330] lr: 1.000e-04, eta: 1 day, 10:51:45, time: 1.477, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1569, s0.loss_cls: 0.1460, s0.acc: 94.6509, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1821, s1.loss_cls: 0.0664, s1.acc: 95.1014, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0866, s2.loss_cls: 0.0345, s2.acc: 94.8910, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0410, loss: 0.9972 2022-05-15 08:45:30,556 - mmdet - INFO - Epoch [25][3800/7330] lr: 1.000e-04, eta: 1 day, 10:50:29, time: 1.455, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1567, s0.loss_cls: 0.1430, s0.acc: 94.7341, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1797, s1.loss_cls: 0.0657, s1.acc: 95.1155, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0850, s2.loss_cls: 0.0337, s2.acc: 94.8720, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0403, loss: 0.9777 2022-05-15 08:46:44,404 - mmdet - INFO - Epoch [25][3850/7330] lr: 1.000e-04, eta: 1 day, 10:49:15, time: 1.477, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1492, s0.loss_cls: 0.1461, s0.acc: 94.5408, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1861, s1.loss_cls: 0.0667, s1.acc: 95.1045, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0871, s2.loss_cls: 0.0339, s2.acc: 94.8301, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0414, loss: 0.9913 2022-05-15 08:47:57,071 - mmdet - INFO - Epoch [25][3900/7330] lr: 1.000e-04, eta: 1 day, 10:47:59, time: 1.453, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1587, s0.loss_cls: 0.1435, s0.acc: 94.7046, s0.loss_bbox: 0.0797, s0.loss_mask: 0.1901, s1.loss_cls: 0.0650, s1.acc: 95.1980, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0895, s2.loss_cls: 0.0334, s2.acc: 95.0105, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0424, loss: 1.0008 2022-05-15 08:49:10,668 - mmdet - INFO - Epoch [25][3950/7330] lr: 1.000e-04, eta: 1 day, 10:46:44, time: 1.472, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1534, s0.loss_cls: 0.1493, s0.acc: 94.4636, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1871, s1.loss_cls: 0.0677, s1.acc: 95.0185, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0881, s2.loss_cls: 0.0344, s2.acc: 94.8737, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0416, loss: 1.0082 2022-05-15 08:50:25,182 - mmdet - INFO - Epoch [25][4000/7330] lr: 1.000e-04, eta: 1 day, 10:45:30, time: 1.490, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1678, s0.loss_cls: 0.1482, s0.acc: 94.5732, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1862, s1.loss_cls: 0.0678, s1.acc: 95.0967, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0874, s2.loss_cls: 0.0344, s2.acc: 95.0167, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0415, loss: 1.0252 2022-05-15 08:51:38,724 - mmdet - INFO - Epoch [25][4050/7330] lr: 1.000e-04, eta: 1 day, 10:44:15, time: 1.471, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1501, s0.loss_cls: 0.1436, s0.acc: 94.6768, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1843, s1.loss_cls: 0.0656, s1.acc: 95.2020, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0873, s2.loss_cls: 0.0337, s2.acc: 95.0598, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0411, loss: 0.9865 2022-05-15 08:52:51,529 - mmdet - INFO - Epoch [25][4100/7330] lr: 1.000e-04, eta: 1 day, 10:42:59, time: 1.456, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1513, s0.loss_cls: 0.1486, s0.acc: 94.4651, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1865, s1.loss_cls: 0.0684, s1.acc: 94.8475, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0889, s2.loss_cls: 0.0358, s2.acc: 94.5867, s2.loss_bbox: 0.0657, s2.loss_mask: 0.0418, loss: 1.0120 2022-05-15 08:54:03,653 - mmdet - INFO - Epoch [25][4150/7330] lr: 1.000e-04, eta: 1 day, 10:41:44, time: 1.442, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1548, s0.loss_cls: 0.1445, s0.acc: 94.7249, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1875, s1.loss_cls: 0.0665, s1.acc: 95.1538, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0885, s2.loss_cls: 0.0335, s2.acc: 94.9832, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0420, loss: 1.0018 2022-05-15 08:55:18,070 - mmdet - INFO - Epoch [25][4200/7330] lr: 1.000e-04, eta: 1 day, 10:40:29, time: 1.488, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1523, s0.acc: 94.3748, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1915, s1.loss_cls: 0.0702, s1.acc: 94.8226, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0902, s2.loss_cls: 0.0358, s2.acc: 94.6489, s2.loss_bbox: 0.0641, s2.loss_mask: 0.0428, loss: 1.0289 2022-05-15 08:56:32,046 - mmdet - INFO - Epoch [25][4250/7330] lr: 1.000e-04, eta: 1 day, 10:39:14, time: 1.480, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1586, s0.loss_cls: 0.1498, s0.acc: 94.3643, s0.loss_bbox: 0.0874, s0.loss_mask: 0.1905, s1.loss_cls: 0.0706, s1.acc: 94.6790, s1.loss_bbox: 0.0995, s1.loss_mask: 0.0898, s2.loss_cls: 0.0360, s2.acc: 94.5205, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0422, loss: 1.0312 2022-05-15 08:57:45,689 - mmdet - INFO - Epoch [25][4300/7330] lr: 1.000e-04, eta: 1 day, 10:38:00, time: 1.473, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1543, s0.loss_cls: 0.1430, s0.acc: 94.7004, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1910, s1.loss_cls: 0.0659, s1.acc: 95.1791, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0909, s2.loss_cls: 0.0341, s2.acc: 94.8275, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0429, loss: 1.0066 2022-05-15 08:58:58,598 - mmdet - INFO - Epoch [25][4350/7330] lr: 1.000e-04, eta: 1 day, 10:36:44, time: 1.458, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1520, s0.loss_cls: 0.1516, s0.acc: 94.5256, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1863, s1.loss_cls: 0.0683, s1.acc: 95.0717, s1.loss_bbox: 0.0971, s1.loss_mask: 0.0868, s2.loss_cls: 0.0345, s2.acc: 94.9453, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0410, loss: 1.0122 2022-05-15 09:00:10,989 - mmdet - INFO - Epoch [25][4400/7330] lr: 1.000e-04, eta: 1 day, 10:35:29, time: 1.448, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1558, s0.loss_cls: 0.1425, s0.acc: 94.7139, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1846, s1.loss_cls: 0.0654, s1.acc: 95.1336, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0872, s2.loss_cls: 0.0333, s2.acc: 94.9343, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0415, loss: 0.9890 2022-05-15 09:01:25,068 - mmdet - INFO - Epoch [25][4450/7330] lr: 1.000e-04, eta: 1 day, 10:34:14, time: 1.482, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1617, s0.loss_cls: 0.1414, s0.acc: 94.8442, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1773, s1.loss_cls: 0.0647, s1.acc: 95.3078, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0839, s2.loss_cls: 0.0333, s2.acc: 95.0586, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0395, loss: 0.9767 2022-05-15 09:02:37,280 - mmdet - INFO - Epoch [25][4500/7330] lr: 1.000e-04, eta: 1 day, 10:32:58, time: 1.444, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1479, s0.loss_cls: 0.1432, s0.acc: 94.6338, s0.loss_bbox: 0.0827, s0.loss_mask: 0.1832, s1.loss_cls: 0.0647, s1.acc: 95.1560, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0870, s2.loss_cls: 0.0333, s2.acc: 95.0015, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0416, loss: 0.9808 2022-05-15 09:03:50,323 - mmdet - INFO - Epoch [25][4550/7330] lr: 1.000e-04, eta: 1 day, 10:31:43, time: 1.461, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1581, s0.loss_cls: 0.1546, s0.acc: 94.2312, s0.loss_bbox: 0.0895, s0.loss_mask: 0.1892, s1.loss_cls: 0.0709, s1.acc: 94.7420, s1.loss_bbox: 0.1009, s1.loss_mask: 0.0896, s2.loss_cls: 0.0360, s2.acc: 94.5523, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0424, loss: 1.0416 2022-05-15 09:05:03,391 - mmdet - INFO - Epoch [25][4600/7330] lr: 1.000e-04, eta: 1 day, 10:30:28, time: 1.461, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1516, s0.loss_cls: 0.1462, s0.acc: 94.6191, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1832, s1.loss_cls: 0.0670, s1.acc: 95.1285, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0870, s2.loss_cls: 0.0348, s2.acc: 94.8705, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0412, loss: 0.9933 2022-05-15 09:06:16,423 - mmdet - INFO - Epoch [25][4650/7330] lr: 1.000e-04, eta: 1 day, 10:29:13, time: 1.460, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1606, s0.loss_cls: 0.1551, s0.acc: 94.3572, s0.loss_bbox: 0.0881, s0.loss_mask: 0.1891, s1.loss_cls: 0.0700, s1.acc: 95.0130, s1.loss_bbox: 0.1013, s1.loss_mask: 0.0894, s2.loss_cls: 0.0362, s2.acc: 94.7247, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0420, loss: 1.0423 2022-05-15 09:07:29,723 - mmdet - INFO - Epoch [25][4700/7330] lr: 1.000e-04, eta: 1 day, 10:27:58, time: 1.467, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1570, s0.loss_cls: 0.1443, s0.acc: 94.6812, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1817, s1.loss_cls: 0.0659, s1.acc: 95.2038, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0866, s2.loss_cls: 0.0339, s2.acc: 94.9447, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0411, loss: 0.9871 2022-05-15 09:08:42,329 - mmdet - INFO - Epoch [25][4750/7330] lr: 1.000e-04, eta: 1 day, 10:26:42, time: 1.452, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1626, s0.loss_cls: 0.1441, s0.acc: 94.7236, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1832, s1.loss_cls: 0.0671, s1.acc: 95.1542, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0869, s2.loss_cls: 0.0345, s2.acc: 94.9125, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0412, loss: 0.9969 2022-05-15 09:09:55,508 - mmdet - INFO - Epoch [25][4800/7330] lr: 1.000e-04, eta: 1 day, 10:25:27, time: 1.464, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1576, s0.loss_cls: 0.1390, s0.acc: 94.9790, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1756, s1.loss_cls: 0.0639, s1.acc: 95.4565, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0836, s2.loss_cls: 0.0323, s2.acc: 95.1982, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0400, loss: 0.9614 2022-05-15 09:11:08,777 - mmdet - INFO - Epoch [25][4850/7330] lr: 1.000e-04, eta: 1 day, 10:24:12, time: 1.465, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1565, s0.loss_cls: 0.1408, s0.acc: 94.8450, s0.loss_bbox: 0.0795, s0.loss_mask: 0.1828, s1.loss_cls: 0.0648, s1.acc: 95.2516, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0868, s2.loss_cls: 0.0328, s2.acc: 95.1424, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0411, loss: 0.9772 2022-05-15 09:12:21,326 - mmdet - INFO - Epoch [25][4900/7330] lr: 1.000e-04, eta: 1 day, 10:22:57, time: 1.452, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1476, s0.loss_cls: 0.1425, s0.acc: 94.6973, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1805, s1.loss_cls: 0.0645, s1.acc: 95.2320, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0854, s2.loss_cls: 0.0329, s2.acc: 95.1056, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0404, loss: 0.9705 2022-05-15 09:13:34,480 - mmdet - INFO - Epoch [25][4950/7330] lr: 1.000e-04, eta: 1 day, 10:21:42, time: 1.463, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1509, s0.loss_cls: 0.1354, s0.acc: 94.9797, s0.loss_bbox: 0.0773, s0.loss_mask: 0.1828, s1.loss_cls: 0.0617, s1.acc: 95.4824, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0861, s2.loss_cls: 0.0318, s2.acc: 95.2712, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0410, loss: 0.9605 2022-05-15 09:14:47,865 - mmdet - INFO - Epoch [25][5000/7330] lr: 1.000e-04, eta: 1 day, 10:20:27, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1536, s0.loss_cls: 0.1415, s0.acc: 94.8508, s0.loss_bbox: 0.0801, s0.loss_mask: 0.1795, s1.loss_cls: 0.0640, s1.acc: 95.3534, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0851, s2.loss_cls: 0.0328, s2.acc: 95.2231, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0403, loss: 0.9719 2022-05-15 09:16:00,209 - mmdet - INFO - Epoch [25][5050/7330] lr: 1.000e-04, eta: 1 day, 10:19:11, time: 1.447, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1537, s0.loss_cls: 0.1405, s0.acc: 94.8115, s0.loss_bbox: 0.0795, s0.loss_mask: 0.1815, s1.loss_cls: 0.0635, s1.acc: 95.3464, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0857, s2.loss_cls: 0.0322, s2.acc: 95.2072, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0406, loss: 0.9697 2022-05-15 09:17:12,796 - mmdet - INFO - Epoch [25][5100/7330] lr: 1.000e-04, eta: 1 day, 10:17:56, time: 1.452, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1542, s0.loss_cls: 0.1380, s0.acc: 94.8254, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1902, s1.loss_cls: 0.0633, s1.acc: 95.3360, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0901, s2.loss_cls: 0.0329, s2.acc: 95.0138, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0430, loss: 0.9959 2022-05-15 09:18:26,354 - mmdet - INFO - Epoch [25][5150/7330] lr: 1.000e-04, eta: 1 day, 10:16:41, time: 1.471, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1511, s0.loss_cls: 0.1492, s0.acc: 94.4299, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1905, s1.loss_cls: 0.0687, s1.acc: 94.9585, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0891, s2.loss_cls: 0.0352, s2.acc: 94.8187, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0419, loss: 1.0167 2022-05-15 09:19:39,300 - mmdet - INFO - Epoch [25][5200/7330] lr: 1.000e-04, eta: 1 day, 10:15:26, time: 1.459, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1605, s0.loss_cls: 0.1481, s0.acc: 94.5950, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1859, s1.loss_cls: 0.0685, s1.acc: 94.9773, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0878, s2.loss_cls: 0.0349, s2.acc: 94.8468, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0417, loss: 1.0042 2022-05-15 09:20:51,873 - mmdet - INFO - Epoch [25][5250/7330] lr: 1.000e-04, eta: 1 day, 10:14:10, time: 1.451, data_time: 0.011, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1440, s0.acc: 94.6436, s0.loss_bbox: 0.0779, s0.loss_mask: 0.1815, s1.loss_cls: 0.0663, s1.acc: 95.0392, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0855, s2.loss_cls: 0.0336, s2.acc: 94.9241, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0408, loss: 0.9786 2022-05-15 09:22:05,198 - mmdet - INFO - Epoch [25][5300/7330] lr: 1.000e-04, eta: 1 day, 10:12:55, time: 1.467, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1559, s0.loss_cls: 0.1405, s0.acc: 94.8110, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1810, s1.loss_cls: 0.0647, s1.acc: 95.2928, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0861, s2.loss_cls: 0.0328, s2.acc: 95.1085, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0410, loss: 0.9704 2022-05-15 09:23:18,330 - mmdet - INFO - Epoch [25][5350/7330] lr: 1.000e-04, eta: 1 day, 10:11:40, time: 1.463, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1556, s0.loss_cls: 0.1469, s0.acc: 94.5383, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1884, s1.loss_cls: 0.0683, s1.acc: 95.0280, s1.loss_bbox: 0.0977, s1.loss_mask: 0.0898, s2.loss_cls: 0.0347, s2.acc: 94.8846, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0427, loss: 1.0161 2022-05-15 09:24:30,705 - mmdet - INFO - Epoch [25][5400/7330] lr: 1.000e-04, eta: 1 day, 10:10:25, time: 1.447, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1473, s0.loss_cls: 0.1433, s0.acc: 94.6826, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1873, s1.loss_cls: 0.0669, s1.acc: 95.1182, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0883, s2.loss_cls: 0.0345, s2.acc: 94.8981, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0418, loss: 0.9909 2022-05-15 09:25:43,435 - mmdet - INFO - Epoch [25][5450/7330] lr: 1.000e-04, eta: 1 day, 10:09:09, time: 1.455, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1541, s0.loss_cls: 0.1370, s0.acc: 94.9429, s0.loss_bbox: 0.0778, s0.loss_mask: 0.1823, s1.loss_cls: 0.0625, s1.acc: 95.4091, s1.loss_bbox: 0.0891, s1.loss_mask: 0.0860, s2.loss_cls: 0.0321, s2.acc: 95.2528, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0410, loss: 0.9601 2022-05-15 09:26:56,207 - mmdet - INFO - Epoch [25][5500/7330] lr: 1.000e-04, eta: 1 day, 10:07:54, time: 1.455, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1543, s0.loss_cls: 0.1408, s0.acc: 94.7815, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1848, s1.loss_cls: 0.0644, s1.acc: 95.2390, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0872, s2.loss_cls: 0.0327, s2.acc: 95.1660, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0416, loss: 0.9797 2022-05-15 09:28:09,156 - mmdet - INFO - Epoch [25][5550/7330] lr: 1.000e-04, eta: 1 day, 10:06:39, time: 1.459, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1599, s0.loss_cls: 0.1540, s0.acc: 94.4028, s0.loss_bbox: 0.0882, s0.loss_mask: 0.1937, s1.loss_cls: 0.0706, s1.acc: 94.8534, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0911, s2.loss_cls: 0.0362, s2.acc: 94.6874, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0427, loss: 1.0442 2022-05-15 09:29:22,666 - mmdet - INFO - Epoch [25][5600/7330] lr: 1.000e-04, eta: 1 day, 10:05:24, time: 1.470, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1535, s0.loss_cls: 0.1351, s0.acc: 95.0657, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1812, s1.loss_cls: 0.0618, s1.acc: 95.5088, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0857, s2.loss_cls: 0.0315, s2.acc: 95.2701, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0408, loss: 0.9558 2022-05-15 09:30:35,385 - mmdet - INFO - Epoch [25][5650/7330] lr: 1.000e-04, eta: 1 day, 10:04:08, time: 1.454, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1499, s0.loss_cls: 0.1369, s0.acc: 94.9392, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1774, s1.loss_cls: 0.0624, s1.acc: 95.4159, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0836, s2.loss_cls: 0.0316, s2.acc: 95.3069, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0395, loss: 0.9542 2022-05-15 09:31:49,116 - mmdet - INFO - Epoch [25][5700/7330] lr: 1.000e-04, eta: 1 day, 10:02:54, time: 1.474, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1570, s0.loss_cls: 0.1410, s0.acc: 94.7637, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1890, s1.loss_cls: 0.0648, s1.acc: 95.1836, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0900, s2.loss_cls: 0.0342, s2.acc: 94.8061, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0428, loss: 1.0023 2022-05-15 09:33:02,969 - mmdet - INFO - Epoch [25][5750/7330] lr: 1.000e-04, eta: 1 day, 10:01:39, time: 1.478, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1613, s0.loss_cls: 0.1463, s0.acc: 94.5471, s0.loss_bbox: 0.0862, s0.loss_mask: 0.1878, s1.loss_cls: 0.0682, s1.acc: 94.8804, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0882, s2.loss_cls: 0.0354, s2.acc: 94.6687, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0415, loss: 1.0166 2022-05-15 09:34:16,097 - mmdet - INFO - Epoch [25][5800/7330] lr: 1.000e-04, eta: 1 day, 10:00:24, time: 1.463, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1509, s0.loss_cls: 0.1391, s0.acc: 94.8352, s0.loss_bbox: 0.0809, s0.loss_mask: 0.1884, s1.loss_cls: 0.0634, s1.acc: 95.3686, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0900, s2.loss_cls: 0.0328, s2.acc: 95.0603, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0430, loss: 0.9898 2022-05-15 09:35:30,033 - mmdet - INFO - Epoch [25][5850/7330] lr: 1.000e-04, eta: 1 day, 9:59:09, time: 1.478, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1534, s0.loss_cls: 0.1407, s0.acc: 94.7639, s0.loss_bbox: 0.0809, s0.loss_mask: 0.1797, s1.loss_cls: 0.0648, s1.acc: 95.2532, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0853, s2.loss_cls: 0.0335, s2.acc: 94.9734, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0403, loss: 0.9735 2022-05-15 09:36:43,399 - mmdet - INFO - Epoch [25][5900/7330] lr: 1.000e-04, eta: 1 day, 9:57:54, time: 1.468, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1558, s0.loss_cls: 0.1444, s0.acc: 94.5847, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1816, s1.loss_cls: 0.0665, s1.acc: 95.0791, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0859, s2.loss_cls: 0.0339, s2.acc: 94.8330, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0407, loss: 0.9879 2022-05-15 09:37:55,956 - mmdet - INFO - Epoch [25][5950/7330] lr: 1.000e-04, eta: 1 day, 9:56:39, time: 1.451, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1524, s0.loss_cls: 0.1436, s0.acc: 94.6172, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1869, s1.loss_cls: 0.0656, s1.acc: 95.0953, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0881, s2.loss_cls: 0.0337, s2.acc: 94.9381, s2.loss_bbox: 0.0645, s2.loss_mask: 0.0418, loss: 0.9957 2022-05-15 09:39:09,450 - mmdet - INFO - Epoch [25][6000/7330] lr: 1.000e-04, eta: 1 day, 9:55:24, time: 1.470, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1527, s0.acc: 94.2944, s0.loss_bbox: 0.0892, s0.loss_mask: 0.1895, s1.loss_cls: 0.0699, s1.acc: 94.7333, s1.loss_bbox: 0.1025, s1.loss_mask: 0.0896, s2.loss_cls: 0.0362, s2.acc: 94.5279, s2.loss_bbox: 0.0673, s2.loss_mask: 0.0424, loss: 1.0416 2022-05-15 09:40:21,607 - mmdet - INFO - Epoch [25][6050/7330] lr: 1.000e-04, eta: 1 day, 9:54:08, time: 1.443, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1540, s0.loss_cls: 0.1394, s0.acc: 94.8672, s0.loss_bbox: 0.0801, s0.loss_mask: 0.1840, s1.loss_cls: 0.0642, s1.acc: 95.3308, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0867, s2.loss_cls: 0.0327, s2.acc: 95.1631, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0411, loss: 0.9720 2022-05-15 09:41:34,148 - mmdet - INFO - Epoch [25][6100/7330] lr: 1.000e-04, eta: 1 day, 9:52:53, time: 1.451, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1463, s0.acc: 94.6150, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1791, s1.loss_cls: 0.0676, s1.acc: 95.0959, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0850, s2.loss_cls: 0.0342, s2.acc: 94.9222, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0402, loss: 0.9923 2022-05-15 09:42:46,546 - mmdet - INFO - Epoch [25][6150/7330] lr: 1.000e-04, eta: 1 day, 9:51:37, time: 1.448, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1472, s0.loss_cls: 0.1466, s0.acc: 94.5166, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1848, s1.loss_cls: 0.0684, s1.acc: 94.9675, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0876, s2.loss_cls: 0.0349, s2.acc: 94.8209, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0410, loss: 0.9942 2022-05-15 09:43:59,379 - mmdet - INFO - Epoch [25][6200/7330] lr: 1.000e-04, eta: 1 day, 9:50:22, time: 1.456, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1591, s0.loss_cls: 0.1417, s0.acc: 94.7935, s0.loss_bbox: 0.0788, s0.loss_mask: 0.1829, s1.loss_cls: 0.0644, s1.acc: 95.2631, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0865, s2.loss_cls: 0.0331, s2.acc: 95.1172, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0409, loss: 0.9793 2022-05-15 09:45:11,594 - mmdet - INFO - Epoch [25][6250/7330] lr: 1.000e-04, eta: 1 day, 9:49:06, time: 1.444, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1549, s0.loss_cls: 0.1410, s0.acc: 94.7625, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1916, s1.loss_cls: 0.0648, s1.acc: 95.1438, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0909, s2.loss_cls: 0.0331, s2.acc: 94.9934, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0433, loss: 0.9984 2022-05-15 09:46:23,638 - mmdet - INFO - Epoch [25][6300/7330] lr: 1.000e-04, eta: 1 day, 9:47:51, time: 1.441, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1563, s0.loss_cls: 0.1434, s0.acc: 94.6921, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1878, s1.loss_cls: 0.0656, s1.acc: 95.1742, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0891, s2.loss_cls: 0.0339, s2.acc: 94.9545, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0416, loss: 1.0021 2022-05-15 09:47:36,969 - mmdet - INFO - Epoch [25][6350/7330] lr: 1.000e-04, eta: 1 day, 9:46:36, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1556, s0.loss_cls: 0.1500, s0.acc: 94.4465, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1893, s1.loss_cls: 0.0694, s1.acc: 94.8683, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0891, s2.loss_cls: 0.0356, s2.acc: 94.6389, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0418, loss: 1.0226 2022-05-15 09:48:50,396 - mmdet - INFO - Epoch [25][6400/7330] lr: 1.000e-04, eta: 1 day, 9:45:21, time: 1.469, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1559, s0.loss_cls: 0.1439, s0.acc: 94.6711, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1871, s1.loss_cls: 0.0661, s1.acc: 95.0456, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0886, s2.loss_cls: 0.0341, s2.acc: 94.9281, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0420, loss: 1.0023 2022-05-15 09:50:03,208 - mmdet - INFO - Epoch [25][6450/7330] lr: 1.000e-04, eta: 1 day, 9:44:06, time: 1.456, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1471, s0.loss_cls: 0.1436, s0.acc: 94.7432, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1831, s1.loss_cls: 0.0662, s1.acc: 95.1719, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0863, s2.loss_cls: 0.0344, s2.acc: 94.9357, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0408, loss: 0.9866 2022-05-15 09:51:14,971 - mmdet - INFO - Epoch [25][6500/7330] lr: 1.000e-04, eta: 1 day, 9:42:50, time: 1.435, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1515, s0.loss_cls: 0.1464, s0.acc: 94.5776, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1836, s1.loss_cls: 0.0682, s1.acc: 94.9437, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0861, s2.loss_cls: 0.0347, s2.acc: 94.7802, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0407, loss: 0.9943 2022-05-15 09:52:27,654 - mmdet - INFO - Epoch [25][6550/7330] lr: 1.000e-04, eta: 1 day, 9:41:35, time: 1.454, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1571, s0.loss_cls: 0.1450, s0.acc: 94.6116, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1827, s1.loss_cls: 0.0674, s1.acc: 94.9266, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0865, s2.loss_cls: 0.0347, s2.acc: 94.7292, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0411, loss: 0.9994 2022-05-15 09:53:40,052 - mmdet - INFO - Epoch [25][6600/7330] lr: 1.000e-04, eta: 1 day, 9:40:19, time: 1.448, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1506, s0.loss_cls: 0.1429, s0.acc: 94.7590, s0.loss_bbox: 0.0796, s0.loss_mask: 0.1846, s1.loss_cls: 0.0646, s1.acc: 95.2198, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0880, s2.loss_cls: 0.0338, s2.acc: 95.0392, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0417, loss: 0.9786 2022-05-15 09:54:53,119 - mmdet - INFO - Epoch [25][6650/7330] lr: 1.000e-04, eta: 1 day, 9:39:04, time: 1.461, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1590, s0.loss_cls: 0.1396, s0.acc: 94.9175, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1856, s1.loss_cls: 0.0640, s1.acc: 95.4453, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0885, s2.loss_cls: 0.0322, s2.acc: 95.2691, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0421, loss: 0.9898 2022-05-15 09:56:07,180 - mmdet - INFO - Epoch [25][6700/7330] lr: 1.000e-04, eta: 1 day, 9:37:49, time: 1.481, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1580, s0.loss_cls: 0.1364, s0.acc: 94.9077, s0.loss_bbox: 0.0805, s0.loss_mask: 0.1850, s1.loss_cls: 0.0621, s1.acc: 95.3570, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0874, s2.loss_cls: 0.0323, s2.acc: 95.1636, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0411, loss: 0.9757 2022-05-15 09:57:20,364 - mmdet - INFO - Epoch [25][6750/7330] lr: 1.000e-04, eta: 1 day, 9:36:34, time: 1.464, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1611, s0.loss_cls: 0.1409, s0.acc: 94.8398, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1849, s1.loss_cls: 0.0641, s1.acc: 95.3006, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0873, s2.loss_cls: 0.0322, s2.acc: 95.1349, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0413, loss: 0.9892 2022-05-15 09:58:33,862 - mmdet - INFO - Epoch [25][6800/7330] lr: 1.000e-04, eta: 1 day, 9:35:19, time: 1.470, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1505, s0.loss_cls: 0.1354, s0.acc: 94.9434, s0.loss_bbox: 0.0781, s0.loss_mask: 0.1808, s1.loss_cls: 0.0611, s1.acc: 95.5103, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0852, s2.loss_cls: 0.0318, s2.acc: 95.3874, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0407, loss: 0.9523 2022-05-15 09:59:46,390 - mmdet - INFO - Epoch [25][6850/7330] lr: 1.000e-04, eta: 1 day, 9:34:04, time: 1.450, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1502, s0.loss_cls: 0.1437, s0.acc: 94.7227, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1826, s1.loss_cls: 0.0666, s1.acc: 95.1595, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0865, s2.loss_cls: 0.0335, s2.acc: 95.0602, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0412, loss: 0.9853 2022-05-15 10:00:59,861 - mmdet - INFO - Epoch [25][6900/7330] lr: 1.000e-04, eta: 1 day, 9:32:49, time: 1.469, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1564, s0.loss_cls: 0.1367, s0.acc: 95.0029, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1840, s1.loss_cls: 0.0631, s1.acc: 95.4705, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0870, s2.loss_cls: 0.0322, s2.acc: 95.2413, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0411, loss: 0.9680 2022-05-15 10:02:12,497 - mmdet - INFO - Epoch [25][6950/7330] lr: 1.000e-04, eta: 1 day, 9:31:34, time: 1.452, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1568, s0.loss_cls: 0.1349, s0.acc: 95.0164, s0.loss_bbox: 0.0786, s0.loss_mask: 0.1816, s1.loss_cls: 0.0614, s1.acc: 95.4579, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0861, s2.loss_cls: 0.0311, s2.acc: 95.3500, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0407, loss: 0.9607 2022-05-15 10:03:24,861 - mmdet - INFO - Epoch [25][7000/7330] lr: 1.000e-04, eta: 1 day, 9:30:18, time: 1.446, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1547, s0.loss_cls: 0.1401, s0.acc: 94.8472, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1859, s1.loss_cls: 0.0650, s1.acc: 95.2776, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0873, s2.loss_cls: 0.0333, s2.acc: 95.0358, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0409, loss: 0.9834 2022-05-15 10:04:37,403 - mmdet - INFO - Epoch [25][7050/7330] lr: 1.000e-04, eta: 1 day, 9:29:03, time: 1.452, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1451, s0.loss_cls: 0.1556, s0.acc: 94.3027, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1895, s1.loss_cls: 0.0712, s1.acc: 94.7287, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0896, s2.loss_cls: 0.0365, s2.acc: 94.5218, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0421, loss: 1.0245 2022-05-15 10:05:50,024 - mmdet - INFO - Epoch [25][7100/7330] lr: 1.000e-04, eta: 1 day, 9:27:47, time: 1.453, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1525, s0.loss_cls: 0.1449, s0.acc: 94.5295, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1872, s1.loss_cls: 0.0676, s1.acc: 94.9340, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0879, s2.loss_cls: 0.0350, s2.acc: 94.6880, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0418, loss: 1.0047 2022-05-15 10:07:01,969 - mmdet - INFO - Epoch [25][7150/7330] lr: 1.000e-04, eta: 1 day, 9:26:32, time: 1.439, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1517, s0.loss_cls: 0.1481, s0.acc: 94.6653, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1844, s1.loss_cls: 0.0678, s1.acc: 95.1132, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0865, s2.loss_cls: 0.0347, s2.acc: 94.9562, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0409, loss: 0.9980 2022-05-15 10:08:14,722 - mmdet - INFO - Epoch [25][7200/7330] lr: 1.000e-04, eta: 1 day, 9:25:17, time: 1.455, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1370, s0.acc: 95.0312, s0.loss_bbox: 0.0772, s0.loss_mask: 0.1775, s1.loss_cls: 0.0632, s1.acc: 95.4198, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0837, s2.loss_cls: 0.0320, s2.acc: 95.2671, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0396, loss: 0.9483 2022-05-15 10:09:27,190 - mmdet - INFO - Epoch [25][7250/7330] lr: 1.000e-04, eta: 1 day, 9:24:01, time: 1.449, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1559, s0.loss_cls: 0.1365, s0.acc: 94.9465, s0.loss_bbox: 0.0769, s0.loss_mask: 0.1747, s1.loss_cls: 0.0620, s1.acc: 95.5256, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0826, s2.loss_cls: 0.0319, s2.acc: 95.4043, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0390, loss: 0.9460 2022-05-15 10:10:39,143 - mmdet - INFO - Epoch [25][7300/7330] lr: 1.000e-04, eta: 1 day, 9:22:46, time: 1.439, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1537, s0.loss_cls: 0.1394, s0.acc: 94.8916, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1808, s1.loss_cls: 0.0643, s1.acc: 95.3091, s1.loss_bbox: 0.0897, s1.loss_mask: 0.0862, s2.loss_cls: 0.0329, s2.acc: 95.1529, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0409, loss: 0.9683 2022-05-15 10:11:40,583 - mmdet - INFO - Saving checkpoint at 25 epochs 2022-05-15 10:16:19,699 - mmdet - INFO - Evaluating bbox... 2022-05-15 10:17:03,592 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.560 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.747 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.618 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.425 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.599 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.693 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.725 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.725 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.725 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.598 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.762 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.848 2022-05-15 10:17:03,593 - mmdet - INFO - Evaluating segm... 2022-05-15 10:17:56,877 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.488 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.729 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.535 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 ] = 0.523 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.667 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.489 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 ] = 0.773 2022-05-15 10:17:57,999 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-15 10:17:57,999 - mmdet - INFO - Epoch(val) [25][313] bbox_mAP: 0.5600, bbox_mAP_50: 0.7470, bbox_mAP_75: 0.6180, bbox_mAP_s: 0.4250, bbox_mAP_m: 0.5990, bbox_mAP_l: 0.6930, bbox_mAP_copypaste: 0.560 0.747 0.618 0.425 0.599 0.693, segm_mAP: 0.4880, segm_mAP_50: 0.7290, segm_mAP_75: 0.5350, segm_mAP_s: 0.3160, segm_mAP_m: 0.5230, segm_mAP_l: 0.6670, segm_mAP_copypaste: 0.488 0.729 0.535 0.316 0.523 0.667 2022-05-15 10:23:31,268 - mmdet - INFO - Epoch [26][50/7330] lr: 1.000e-04, eta: 1 day, 9:22:21, time: 6.665, data_time: 5.194, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1603, s0.loss_cls: 0.1381, s0.acc: 94.7971, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1838, s1.loss_cls: 0.0619, s1.acc: 95.3175, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0866, s2.loss_cls: 0.0319, s2.acc: 95.1573, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0410, loss: 0.9827 2022-05-15 10:24:45,046 - mmdet - INFO - Epoch [26][100/7330] lr: 1.000e-04, eta: 1 day, 9:21:06, time: 1.476, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1541, s0.loss_cls: 0.1423, s0.acc: 94.7954, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1837, s1.loss_cls: 0.0633, s1.acc: 95.3903, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0875, s2.loss_cls: 0.0323, s2.acc: 95.2039, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0412, loss: 0.9880 2022-05-15 10:25:58,774 - mmdet - INFO - Epoch [26][150/7330] lr: 1.000e-04, eta: 1 day, 9:19:51, time: 1.475, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1582, s0.loss_cls: 0.1450, s0.acc: 94.6606, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1823, s1.loss_cls: 0.0656, s1.acc: 95.2187, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0862, s2.loss_cls: 0.0342, s2.acc: 94.9612, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0409, loss: 0.9884 2022-05-15 10:27:12,312 - mmdet - INFO - Epoch [26][200/7330] lr: 1.000e-04, eta: 1 day, 9:18:36, time: 1.471, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1506, s0.loss_cls: 0.1426, s0.acc: 94.7197, s0.loss_bbox: 0.0806, s0.loss_mask: 0.1831, s1.loss_cls: 0.0634, s1.acc: 95.3069, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0875, s2.loss_cls: 0.0330, s2.acc: 95.0716, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0414, loss: 0.9798 2022-05-15 10:28:25,905 - mmdet - INFO - Epoch [26][250/7330] lr: 1.000e-04, eta: 1 day, 9:17:21, time: 1.472, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1541, s0.loss_cls: 0.1377, s0.acc: 94.9739, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1796, s1.loss_cls: 0.0626, s1.acc: 95.4685, s1.loss_bbox: 0.0891, s1.loss_mask: 0.0853, s2.loss_cls: 0.0320, s2.acc: 95.2805, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0404, loss: 0.9589 2022-05-15 10:29:38,995 - mmdet - INFO - Epoch [26][300/7330] lr: 1.000e-04, eta: 1 day, 9:16:06, time: 1.462, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1494, s0.loss_cls: 0.1342, s0.acc: 94.9641, s0.loss_bbox: 0.0777, s0.loss_mask: 0.1747, s1.loss_cls: 0.0598, s1.acc: 95.5394, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0831, s2.loss_cls: 0.0308, s2.acc: 95.2877, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0395, loss: 0.9412 2022-05-15 10:30:52,388 - mmdet - INFO - Epoch [26][350/7330] lr: 1.000e-04, eta: 1 day, 9:14:51, time: 1.468, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1500, s0.loss_cls: 0.1387, s0.acc: 94.9060, s0.loss_bbox: 0.0776, s0.loss_mask: 0.1792, s1.loss_cls: 0.0627, s1.acc: 95.4659, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0846, s2.loss_cls: 0.0316, s2.acc: 95.3252, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0400, loss: 0.9547 2022-05-15 10:32:05,144 - mmdet - INFO - Epoch [26][400/7330] lr: 1.000e-04, eta: 1 day, 9:13:35, time: 1.455, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1549, s0.loss_cls: 0.1426, s0.acc: 94.6792, s0.loss_bbox: 0.0799, s0.loss_mask: 0.1834, s1.loss_cls: 0.0660, s1.acc: 95.1329, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0865, s2.loss_cls: 0.0338, s2.acc: 94.9152, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0412, loss: 0.9812 2022-05-15 10:33:18,019 - mmdet - INFO - Epoch [26][450/7330] lr: 1.000e-04, eta: 1 day, 9:12:20, time: 1.457, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1448, s0.loss_cls: 0.1307, s0.acc: 95.2124, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1771, s1.loss_cls: 0.0586, s1.acc: 95.7737, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0836, s2.loss_cls: 0.0303, s2.acc: 95.5502, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0393, loss: 0.9255 2022-05-15 10:34:31,480 - mmdet - INFO - Epoch [26][500/7330] lr: 1.000e-04, eta: 1 day, 9:11:05, time: 1.469, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1459, s0.loss_cls: 0.1398, s0.acc: 94.8533, s0.loss_bbox: 0.0827, s0.loss_mask: 0.1841, s1.loss_cls: 0.0637, s1.acc: 95.3244, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0873, s2.loss_cls: 0.0328, s2.acc: 95.0887, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0413, loss: 0.9751 2022-05-15 10:35:45,557 - mmdet - INFO - Epoch [26][550/7330] lr: 1.000e-04, eta: 1 day, 9:09:50, time: 1.481, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1354, s0.acc: 95.0388, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1870, s1.loss_cls: 0.0614, s1.acc: 95.4797, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0884, s2.loss_cls: 0.0319, s2.acc: 95.3047, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0414, loss: 0.9885 2022-05-15 10:36:59,036 - mmdet - INFO - Epoch [26][600/7330] lr: 1.000e-04, eta: 1 day, 9:08:35, time: 1.470, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1530, s0.loss_cls: 0.1390, s0.acc: 94.8411, s0.loss_bbox: 0.0806, s0.loss_mask: 0.1773, s1.loss_cls: 0.0635, s1.acc: 95.3239, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0840, s2.loss_cls: 0.0329, s2.acc: 95.0121, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0399, loss: 0.9656 2022-05-15 10:38:12,758 - mmdet - INFO - Epoch [26][650/7330] lr: 1.000e-04, eta: 1 day, 9:07:20, time: 1.474, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1502, s0.loss_cls: 0.1353, s0.acc: 94.8640, s0.loss_bbox: 0.0772, s0.loss_mask: 0.1788, s1.loss_cls: 0.0623, s1.acc: 95.3181, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0842, s2.loss_cls: 0.0320, s2.acc: 95.1329, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0402, loss: 0.9556 2022-05-15 10:39:26,955 - mmdet - INFO - Epoch [26][700/7330] lr: 1.000e-04, eta: 1 day, 9:06:06, time: 1.484, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1548, s0.loss_cls: 0.1423, s0.acc: 94.7432, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1803, s1.loss_cls: 0.0660, s1.acc: 95.2026, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0847, s2.loss_cls: 0.0336, s2.acc: 95.0208, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0400, loss: 0.9841 2022-05-15 10:40:40,841 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-15 10:40:40,843 - mmdet - INFO - Epoch [26][750/7330] lr: 1.000e-04, eta: 1 day, 9:04:51, time: 1.478, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1592, s0.loss_cls: 0.1376, s0.acc: 94.8911, s0.loss_bbox: 0.0783, s0.loss_mask: 0.1800, s1.loss_cls: 0.0611, s1.acc: 95.5417, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0852, s2.loss_cls: 0.0317, s2.acc: 95.2846, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0404, loss: 0.9691 2022-05-15 10:41:54,567 - mmdet - INFO - Epoch [26][800/7330] lr: 1.000e-04, eta: 1 day, 9:03:36, time: 1.474, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1506, s0.loss_cls: 0.1430, s0.acc: 94.6924, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1840, s1.loss_cls: 0.0652, s1.acc: 95.2534, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0868, s2.loss_cls: 0.0332, s2.acc: 95.1285, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0413, loss: 0.9840 2022-05-15 10:43:06,717 - mmdet - INFO - Epoch [26][850/7330] lr: 1.000e-04, eta: 1 day, 9:02:20, time: 1.443, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1539, s0.loss_cls: 0.1481, s0.acc: 94.5513, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1842, s1.loss_cls: 0.0674, s1.acc: 95.0766, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0865, s2.loss_cls: 0.0347, s2.acc: 94.8088, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0407, loss: 1.0036 2022-05-15 10:44:20,225 - mmdet - INFO - Epoch [26][900/7330] lr: 1.000e-04, eta: 1 day, 9:01:05, time: 1.470, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1470, s0.loss_cls: 0.1415, s0.acc: 94.6414, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1819, s1.loss_cls: 0.0650, s1.acc: 95.1733, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0860, s2.loss_cls: 0.0331, s2.acc: 95.0271, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0406, loss: 0.9787 2022-05-15 10:45:34,412 - mmdet - INFO - Epoch [26][950/7330] lr: 1.000e-04, eta: 1 day, 8:59:51, time: 1.484, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1500, s0.loss_cls: 0.1326, s0.acc: 95.0112, s0.loss_bbox: 0.0783, s0.loss_mask: 0.1780, s1.loss_cls: 0.0598, s1.acc: 95.5186, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0843, s2.loss_cls: 0.0306, s2.acc: 95.4403, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0399, loss: 0.9464 2022-05-15 10:46:47,885 - mmdet - INFO - Epoch [26][1000/7330] lr: 1.000e-04, eta: 1 day, 8:58:36, time: 1.469, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1583, s0.loss_cls: 0.1470, s0.acc: 94.6753, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1842, s1.loss_cls: 0.0673, s1.acc: 95.1532, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0877, s2.loss_cls: 0.0345, s2.acc: 95.0450, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0416, loss: 1.0025 2022-05-15 10:48:01,693 - mmdet - INFO - Epoch [26][1050/7330] lr: 1.000e-04, eta: 1 day, 8:57:21, time: 1.476, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1520, s0.loss_cls: 0.1447, s0.acc: 94.6633, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1830, s1.loss_cls: 0.0673, s1.acc: 95.0121, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0861, s2.loss_cls: 0.0336, s2.acc: 94.8957, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0407, loss: 0.9851 2022-05-15 10:49:15,024 - mmdet - INFO - Epoch [26][1100/7330] lr: 1.000e-04, eta: 1 day, 8:56:06, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1478, s0.loss_cls: 0.1454, s0.acc: 94.6028, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1859, s1.loss_cls: 0.0681, s1.acc: 94.9899, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0881, s2.loss_cls: 0.0350, s2.acc: 94.7196, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0417, loss: 0.9958 2022-05-15 10:50:28,578 - mmdet - INFO - Epoch [26][1150/7330] lr: 1.000e-04, eta: 1 day, 8:54:51, time: 1.471, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1567, s0.loss_cls: 0.1387, s0.acc: 94.8792, s0.loss_bbox: 0.0794, s0.loss_mask: 0.1800, s1.loss_cls: 0.0628, s1.acc: 95.3959, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0847, s2.loss_cls: 0.0322, s2.acc: 95.1832, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0402, loss: 0.9664 2022-05-15 10:51:42,199 - mmdet - INFO - Epoch [26][1200/7330] lr: 1.000e-04, eta: 1 day, 8:53:36, time: 1.472, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1521, s0.loss_cls: 0.1429, s0.acc: 94.6428, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1874, s1.loss_cls: 0.0645, s1.acc: 95.1144, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0889, s2.loss_cls: 0.0328, s2.acc: 95.0076, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0421, loss: 0.9962 2022-05-15 10:52:54,599 - mmdet - INFO - Epoch [26][1250/7330] lr: 1.000e-04, eta: 1 day, 8:52:20, time: 1.449, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1469, s0.loss_cls: 0.1353, s0.acc: 94.9165, s0.loss_bbox: 0.0787, s0.loss_mask: 0.1807, s1.loss_cls: 0.0608, s1.acc: 95.4796, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0865, s2.loss_cls: 0.0306, s2.acc: 95.3442, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0413, loss: 0.9567 2022-05-15 10:54:08,280 - mmdet - INFO - Epoch [26][1300/7330] lr: 1.000e-04, eta: 1 day, 8:51:05, time: 1.473, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1462, s0.loss_cls: 0.1407, s0.acc: 94.7507, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1861, s1.loss_cls: 0.0626, s1.acc: 95.3448, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0878, s2.loss_cls: 0.0328, s2.acc: 95.1359, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0415, loss: 0.9792 2022-05-15 10:55:21,769 - mmdet - INFO - Epoch [26][1350/7330] lr: 1.000e-04, eta: 1 day, 8:49:50, time: 1.470, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1522, s0.loss_cls: 0.1379, s0.acc: 94.8594, s0.loss_bbox: 0.0809, s0.loss_mask: 0.1840, s1.loss_cls: 0.0617, s1.acc: 95.4380, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0871, s2.loss_cls: 0.0309, s2.acc: 95.4204, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0414, loss: 0.9738 2022-05-15 10:56:34,891 - mmdet - INFO - Epoch [26][1400/7330] lr: 1.000e-04, eta: 1 day, 8:48:35, time: 1.462, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1573, s0.loss_cls: 0.1427, s0.acc: 94.6389, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1815, s1.loss_cls: 0.0649, s1.acc: 95.1554, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0858, s2.loss_cls: 0.0327, s2.acc: 95.0713, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0405, loss: 0.9903 2022-05-15 10:57:46,765 - mmdet - INFO - Epoch [26][1450/7330] lr: 1.000e-04, eta: 1 day, 8:47:20, time: 1.437, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1519, s0.loss_cls: 0.1386, s0.acc: 94.8840, s0.loss_bbox: 0.0759, s0.loss_mask: 0.1789, s1.loss_cls: 0.0634, s1.acc: 95.4246, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0849, s2.loss_cls: 0.0327, s2.acc: 95.3432, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0404, loss: 0.9557 2022-05-15 10:58:58,282 - mmdet - INFO - Epoch [26][1500/7330] lr: 1.000e-04, eta: 1 day, 8:46:04, time: 1.431, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1516, s0.loss_cls: 0.1444, s0.acc: 94.6033, s0.loss_bbox: 0.0849, s0.loss_mask: 0.1839, s1.loss_cls: 0.0653, s1.acc: 95.1311, s1.loss_bbox: 0.0972, s1.loss_mask: 0.0873, s2.loss_cls: 0.0336, s2.acc: 94.8495, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0413, loss: 0.9968 2022-05-15 11:00:10,937 - mmdet - INFO - Epoch [26][1550/7330] lr: 1.000e-04, eta: 1 day, 8:44:48, time: 1.453, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1459, s0.loss_cls: 0.1344, s0.acc: 94.9463, s0.loss_bbox: 0.0798, s0.loss_mask: 0.1828, s1.loss_cls: 0.0622, s1.acc: 95.3565, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0868, s2.loss_cls: 0.0319, s2.acc: 95.1262, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0411, loss: 0.9598 2022-05-15 11:01:24,173 - mmdet - INFO - Epoch [26][1600/7330] lr: 1.000e-04, eta: 1 day, 8:43:33, time: 1.465, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1495, s0.loss_cls: 0.1424, s0.acc: 94.6504, s0.loss_bbox: 0.0808, s0.loss_mask: 0.1800, s1.loss_cls: 0.0647, s1.acc: 95.2275, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0854, s2.loss_cls: 0.0335, s2.acc: 94.9645, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0404, loss: 0.9762 2022-05-15 11:02:37,569 - mmdet - INFO - Epoch [26][1650/7330] lr: 1.000e-04, eta: 1 day, 8:42:18, time: 1.468, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1488, s0.loss_cls: 0.1401, s0.acc: 94.7126, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1851, s1.loss_cls: 0.0630, s1.acc: 95.2448, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0876, s2.loss_cls: 0.0327, s2.acc: 95.0080, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0414, loss: 0.9872 2022-05-15 11:03:51,152 - mmdet - INFO - Epoch [26][1700/7330] lr: 1.000e-04, eta: 1 day, 8:41:03, time: 1.472, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1469, s0.loss_cls: 0.1491, s0.acc: 94.3635, s0.loss_bbox: 0.0876, s0.loss_mask: 0.1914, s1.loss_cls: 0.0688, s1.acc: 94.8477, s1.loss_bbox: 0.1010, s1.loss_mask: 0.0905, s2.loss_cls: 0.0352, s2.acc: 94.5915, s2.loss_bbox: 0.0662, s2.loss_mask: 0.0426, loss: 1.0237 2022-05-15 11:05:03,442 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-15 11:05:03,458 - mmdet - INFO - Epoch [26][1750/7330] lr: 1.000e-04, eta: 1 day, 8:39:48, time: 1.446, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1485, s0.loss_cls: 0.1465, s0.acc: 94.5942, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1838, s1.loss_cls: 0.0677, s1.acc: 95.0721, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0866, s2.loss_cls: 0.0345, s2.acc: 94.8014, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0409, loss: 0.9944 2022-05-15 11:06:16,079 - mmdet - INFO - Epoch [26][1800/7330] lr: 1.000e-04, eta: 1 day, 8:38:32, time: 1.453, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1512, s0.loss_cls: 0.1364, s0.acc: 94.9661, s0.loss_bbox: 0.0808, s0.loss_mask: 0.1865, s1.loss_cls: 0.0615, s1.acc: 95.4915, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0875, s2.loss_cls: 0.0311, s2.acc: 95.3503, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0413, loss: 0.9753 2022-05-15 11:07:27,583 - mmdet - INFO - Epoch [26][1850/7330] lr: 1.000e-04, eta: 1 day, 8:37:17, time: 1.430, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1661, s0.loss_cls: 0.1397, s0.acc: 94.7903, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1782, s1.loss_cls: 0.0634, s1.acc: 95.2447, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0841, s2.loss_cls: 0.0315, s2.acc: 95.2678, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0400, loss: 0.9802 2022-05-15 11:08:39,131 - mmdet - INFO - Epoch [26][1900/7330] lr: 1.000e-04, eta: 1 day, 8:36:01, time: 1.431, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1434, s0.loss_cls: 0.1407, s0.acc: 94.8027, s0.loss_bbox: 0.0793, s0.loss_mask: 0.1776, s1.loss_cls: 0.0646, s1.acc: 95.1519, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0838, s2.loss_cls: 0.0329, s2.acc: 95.0051, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0398, loss: 0.9580 2022-05-15 11:09:52,391 - mmdet - INFO - Epoch [26][1950/7330] lr: 1.000e-04, eta: 1 day, 8:34:46, time: 1.465, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1559, s0.loss_cls: 0.1483, s0.acc: 94.5991, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1869, s1.loss_cls: 0.0676, s1.acc: 95.1712, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0883, s2.loss_cls: 0.0342, s2.acc: 94.9672, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0418, loss: 1.0079 2022-05-15 11:11:05,114 - mmdet - INFO - Epoch [26][2000/7330] lr: 1.000e-04, eta: 1 day, 8:33:30, time: 1.455, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1571, s0.loss_cls: 0.1410, s0.acc: 94.7844, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1830, s1.loss_cls: 0.0650, s1.acc: 95.2438, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0867, s2.loss_cls: 0.0338, s2.acc: 94.9625, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0412, loss: 0.9912 2022-05-15 11:12:17,458 - mmdet - INFO - Epoch [26][2050/7330] lr: 1.000e-04, eta: 1 day, 8:32:15, time: 1.447, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1457, s0.loss_cls: 0.1451, s0.acc: 94.5896, s0.loss_bbox: 0.0850, s0.loss_mask: 0.1861, s1.loss_cls: 0.0651, s1.acc: 95.1630, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0877, s2.loss_cls: 0.0333, s2.acc: 94.9974, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0416, loss: 0.9907 2022-05-15 11:13:30,278 - mmdet - INFO - Epoch [26][2100/7330] lr: 1.000e-04, eta: 1 day, 8:31:00, time: 1.456, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1559, s0.loss_cls: 0.1463, s0.acc: 94.5264, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1847, s1.loss_cls: 0.0667, s1.acc: 95.0291, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0869, s2.loss_cls: 0.0341, s2.acc: 94.8050, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0411, loss: 1.0048 2022-05-15 11:14:43,566 - mmdet - INFO - Epoch [26][2150/7330] lr: 1.000e-04, eta: 1 day, 8:29:45, time: 1.466, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1463, s0.loss_cls: 0.1402, s0.acc: 94.8274, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1820, s1.loss_cls: 0.0642, s1.acc: 95.3755, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0863, s2.loss_cls: 0.0327, s2.acc: 95.0809, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0409, loss: 0.9737 2022-05-15 11:15:56,504 - mmdet - INFO - Epoch [26][2200/7330] lr: 1.000e-04, eta: 1 day, 8:28:29, time: 1.459, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1514, s0.loss_cls: 0.1404, s0.acc: 94.7966, s0.loss_bbox: 0.0794, s0.loss_mask: 0.1820, s1.loss_cls: 0.0629, s1.acc: 95.3142, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0854, s2.loss_cls: 0.0319, s2.acc: 95.2779, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0402, loss: 0.9674 2022-05-15 11:17:11,189 - mmdet - INFO - Epoch [26][2250/7330] lr: 1.000e-04, eta: 1 day, 8:27:15, time: 1.493, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0277, loss_semantic_seg: 0.1441, s0.loss_cls: 0.1450, s0.acc: 94.6321, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1914, s1.loss_cls: 0.0664, s1.acc: 95.1683, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0906, s2.loss_cls: 0.0335, s2.acc: 94.9496, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0432, loss: 1.0075 2022-05-15 11:18:24,383 - mmdet - INFO - Epoch [26][2300/7330] lr: 1.000e-04, eta: 1 day, 8:26:00, time: 1.462, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1513, s0.loss_cls: 0.1446, s0.acc: 94.5737, s0.loss_bbox: 0.0871, s0.loss_mask: 0.1921, s1.loss_cls: 0.0670, s1.acc: 94.9952, s1.loss_bbox: 0.1003, s1.loss_mask: 0.0907, s2.loss_cls: 0.0338, s2.acc: 94.8923, s2.loss_bbox: 0.0663, s2.loss_mask: 0.0427, loss: 1.0206 2022-05-15 11:19:37,638 - mmdet - INFO - Epoch [26][2350/7330] lr: 1.000e-04, eta: 1 day, 8:24:45, time: 1.467, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1522, s0.loss_cls: 0.1431, s0.acc: 94.6030, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1838, s1.loss_cls: 0.0655, s1.acc: 95.1315, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0868, s2.loss_cls: 0.0333, s2.acc: 95.0491, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0409, loss: 0.9847 2022-05-15 11:20:49,793 - mmdet - INFO - Epoch [26][2400/7330] lr: 1.000e-04, eta: 1 day, 8:23:29, time: 1.443, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1558, s0.loss_cls: 0.1371, s0.acc: 94.9241, s0.loss_bbox: 0.0765, s0.loss_mask: 0.1832, s1.loss_cls: 0.0623, s1.acc: 95.4310, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0868, s2.loss_cls: 0.0316, s2.acc: 95.2880, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0414, loss: 0.9664 2022-05-15 11:22:02,789 - mmdet - INFO - Epoch [26][2450/7330] lr: 1.000e-04, eta: 1 day, 8:22:14, time: 1.460, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1534, s0.loss_cls: 0.1435, s0.acc: 94.7910, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1822, s1.loss_cls: 0.0665, s1.acc: 95.2311, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0863, s2.loss_cls: 0.0343, s2.acc: 94.9617, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0410, loss: 0.9830 2022-05-15 11:23:15,329 - mmdet - INFO - Epoch [26][2500/7330] lr: 1.000e-04, eta: 1 day, 8:20:59, time: 1.451, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1540, s0.loss_cls: 0.1420, s0.acc: 94.8123, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1812, s1.loss_cls: 0.0655, s1.acc: 95.2488, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0856, s2.loss_cls: 0.0330, s2.acc: 95.1020, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0407, loss: 0.9766 2022-05-15 11:24:29,028 - mmdet - INFO - Epoch [26][2550/7330] lr: 1.000e-04, eta: 1 day, 8:19:44, time: 1.474, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1600, s0.loss_cls: 0.1477, s0.acc: 94.5649, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1845, s1.loss_cls: 0.0684, s1.acc: 95.0080, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0865, s2.loss_cls: 0.0348, s2.acc: 94.7975, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0408, loss: 1.0101 2022-05-15 11:25:42,279 - mmdet - INFO - Epoch [26][2600/7330] lr: 1.000e-04, eta: 1 day, 8:18:29, time: 1.465, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1532, s0.loss_cls: 0.1462, s0.acc: 94.6067, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1856, s1.loss_cls: 0.0673, s1.acc: 95.0414, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0879, s2.loss_cls: 0.0344, s2.acc: 94.9294, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0415, loss: 1.0064 2022-05-15 11:26:54,658 - mmdet - INFO - Epoch [26][2650/7330] lr: 1.000e-04, eta: 1 day, 8:17:13, time: 1.448, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1533, s0.loss_cls: 0.1459, s0.acc: 94.6445, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1806, s1.loss_cls: 0.0658, s1.acc: 95.2569, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0849, s2.loss_cls: 0.0337, s2.acc: 95.0419, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0400, loss: 0.9867 2022-05-15 11:28:06,604 - mmdet - INFO - Epoch [26][2700/7330] lr: 1.000e-04, eta: 1 day, 8:15:58, time: 1.439, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1554, s0.loss_cls: 0.1384, s0.acc: 94.7776, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1812, s1.loss_cls: 0.0627, s1.acc: 95.3208, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0856, s2.loss_cls: 0.0321, s2.acc: 95.1529, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0404, loss: 0.9798 2022-05-15 11:29:19,293 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-15 11:29:19,296 - mmdet - INFO - Epoch [26][2750/7330] lr: 1.000e-04, eta: 1 day, 8:14:42, time: 1.454, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1528, s0.loss_cls: 0.1451, s0.acc: 94.6270, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1875, s1.loss_cls: 0.0676, s1.acc: 95.0471, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0894, s2.loss_cls: 0.0349, s2.acc: 94.7488, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0417, loss: 1.0074 2022-05-15 11:30:32,379 - mmdet - INFO - Epoch [26][2800/7330] lr: 1.000e-04, eta: 1 day, 8:13:27, time: 1.462, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1539, s0.loss_cls: 0.1405, s0.acc: 94.8711, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1830, s1.loss_cls: 0.0637, s1.acc: 95.3931, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0869, s2.loss_cls: 0.0326, s2.acc: 95.3090, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0413, loss: 0.9822 2022-05-15 11:31:45,256 - mmdet - INFO - Epoch [26][2850/7330] lr: 1.000e-04, eta: 1 day, 8:12:12, time: 1.458, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1514, s0.loss_cls: 0.1506, s0.acc: 94.5190, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1866, s1.loss_cls: 0.0684, s1.acc: 95.0869, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0886, s2.loss_cls: 0.0350, s2.acc: 94.8830, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0419, loss: 1.0123 2022-05-15 11:32:58,111 - mmdet - INFO - Epoch [26][2900/7330] lr: 1.000e-04, eta: 1 day, 8:10:57, time: 1.457, data_time: 0.025, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1500, s0.loss_cls: 0.1450, s0.acc: 94.6189, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1858, s1.loss_cls: 0.0658, s1.acc: 95.0683, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0872, s2.loss_cls: 0.0332, s2.acc: 95.0217, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0413, loss: 0.9927 2022-05-15 11:34:11,090 - mmdet - INFO - Epoch [26][2950/7330] lr: 1.000e-04, eta: 1 day, 8:09:42, time: 1.460, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1524, s0.loss_cls: 0.1446, s0.acc: 94.5371, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1839, s1.loss_cls: 0.0667, s1.acc: 95.0549, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0872, s2.loss_cls: 0.0337, s2.acc: 94.8479, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0412, loss: 0.9911 2022-05-15 11:35:24,441 - mmdet - INFO - Epoch [26][3000/7330] lr: 1.000e-04, eta: 1 day, 8:08:27, time: 1.467, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1477, s0.loss_cls: 0.1403, s0.acc: 94.8247, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1886, s1.loss_cls: 0.0634, s1.acc: 95.3462, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0891, s2.loss_cls: 0.0331, s2.acc: 95.1015, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0424, loss: 0.9935 2022-05-15 11:36:37,343 - mmdet - INFO - Epoch [26][3050/7330] lr: 1.000e-04, eta: 1 day, 8:07:12, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1471, s0.loss_cls: 0.1360, s0.acc: 94.9204, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1797, s1.loss_cls: 0.0622, s1.acc: 95.3645, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0855, s2.loss_cls: 0.0321, s2.acc: 95.1527, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0403, loss: 0.9612 2022-05-15 11:37:50,925 - mmdet - INFO - Epoch [26][3100/7330] lr: 1.000e-04, eta: 1 day, 8:05:57, time: 1.472, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1507, s0.loss_cls: 0.1417, s0.acc: 94.7742, s0.loss_bbox: 0.0794, s0.loss_mask: 0.1763, s1.loss_cls: 0.0648, s1.acc: 95.3270, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0837, s2.loss_cls: 0.0331, s2.acc: 95.2126, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0397, loss: 0.9633 2022-05-15 11:39:04,335 - mmdet - INFO - Epoch [26][3150/7330] lr: 1.000e-04, eta: 1 day, 8:04:42, time: 1.468, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1562, s0.loss_cls: 0.1327, s0.acc: 95.1016, s0.loss_bbox: 0.0768, s0.loss_mask: 0.1786, s1.loss_cls: 0.0588, s1.acc: 95.6191, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0844, s2.loss_cls: 0.0305, s2.acc: 95.3871, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0401, loss: 0.9463 2022-05-15 11:40:17,175 - mmdet - INFO - Epoch [26][3200/7330] lr: 1.000e-04, eta: 1 day, 8:03:26, time: 1.457, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1553, s0.loss_cls: 0.1353, s0.acc: 94.9766, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1823, s1.loss_cls: 0.0611, s1.acc: 95.5452, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0863, s2.loss_cls: 0.0311, s2.acc: 95.2836, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0413, loss: 0.9670 2022-05-15 11:41:29,380 - mmdet - INFO - Epoch [26][3250/7330] lr: 1.000e-04, eta: 1 day, 8:02:11, time: 1.444, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1576, s0.loss_cls: 0.1368, s0.acc: 94.9683, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1816, s1.loss_cls: 0.0621, s1.acc: 95.4406, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0856, s2.loss_cls: 0.0320, s2.acc: 95.2602, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0403, loss: 0.9731 2022-05-15 11:42:42,865 - mmdet - INFO - Epoch [26][3300/7330] lr: 1.000e-04, eta: 1 day, 8:00:56, time: 1.470, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1535, s0.loss_cls: 0.1436, s0.acc: 94.7063, s0.loss_bbox: 0.0810, s0.loss_mask: 0.1835, s1.loss_cls: 0.0660, s1.acc: 95.1131, s1.loss_bbox: 0.0952, s1.loss_mask: 0.0876, s2.loss_cls: 0.0339, s2.acc: 94.9572, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0413, loss: 0.9920 2022-05-15 11:43:55,830 - mmdet - INFO - Epoch [26][3350/7330] lr: 1.000e-04, eta: 1 day, 7:59:41, time: 1.459, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1468, s0.loss_cls: 0.1409, s0.acc: 94.6929, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1838, s1.loss_cls: 0.0654, s1.acc: 95.1196, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0865, s2.loss_cls: 0.0338, s2.acc: 94.8613, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0408, loss: 0.9836 2022-05-15 11:45:09,098 - mmdet - INFO - Epoch [26][3400/7330] lr: 1.000e-04, eta: 1 day, 7:58:26, time: 1.465, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1549, s0.loss_cls: 0.1460, s0.acc: 94.5891, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1833, s1.loss_cls: 0.0672, s1.acc: 95.0790, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0866, s2.loss_cls: 0.0343, s2.acc: 94.8532, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0409, loss: 0.9919 2022-05-15 11:46:21,673 - mmdet - INFO - Epoch [26][3450/7330] lr: 1.000e-04, eta: 1 day, 7:57:10, time: 1.452, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1488, s0.loss_cls: 0.1400, s0.acc: 94.8108, s0.loss_bbox: 0.0781, s0.loss_mask: 0.1827, s1.loss_cls: 0.0642, s1.acc: 95.2989, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0865, s2.loss_cls: 0.0327, s2.acc: 95.0454, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0409, loss: 0.9698 2022-05-15 11:47:34,171 - mmdet - INFO - Epoch [26][3500/7330] lr: 1.000e-04, eta: 1 day, 7:55:55, time: 1.450, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1579, s0.loss_cls: 0.1371, s0.acc: 94.8706, s0.loss_bbox: 0.0779, s0.loss_mask: 0.1788, s1.loss_cls: 0.0631, s1.acc: 95.2973, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0854, s2.loss_cls: 0.0322, s2.acc: 95.0889, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0408, loss: 0.9692 2022-05-15 11:48:48,041 - mmdet - INFO - Epoch [26][3550/7330] lr: 1.000e-04, eta: 1 day, 7:54:40, time: 1.477, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1500, s0.loss_cls: 0.1480, s0.acc: 94.5237, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1856, s1.loss_cls: 0.0676, s1.acc: 95.0659, s1.loss_bbox: 0.0982, s1.loss_mask: 0.0891, s2.loss_cls: 0.0348, s2.acc: 94.7765, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0417, loss: 1.0085 2022-05-15 11:50:01,118 - mmdet - INFO - Epoch [26][3600/7330] lr: 1.000e-04, eta: 1 day, 7:53:25, time: 1.461, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1540, s0.loss_cls: 0.1438, s0.acc: 94.6028, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1866, s1.loss_cls: 0.0647, s1.acc: 95.1327, s1.loss_bbox: 0.0984, s1.loss_mask: 0.0888, s2.loss_cls: 0.0332, s2.acc: 94.9812, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0420, loss: 1.0066 2022-05-15 11:51:13,739 - mmdet - INFO - Epoch [26][3650/7330] lr: 1.000e-04, eta: 1 day, 7:52:10, time: 1.452, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1556, s0.loss_cls: 0.1432, s0.acc: 94.7427, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1830, s1.loss_cls: 0.0650, s1.acc: 95.3345, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0864, s2.loss_cls: 0.0330, s2.acc: 95.1503, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0410, loss: 0.9907 2022-05-15 11:52:26,181 - mmdet - INFO - Epoch [26][3700/7330] lr: 1.000e-04, eta: 1 day, 7:50:54, time: 1.449, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1552, s0.loss_cls: 0.1454, s0.acc: 94.6614, s0.loss_bbox: 0.0827, s0.loss_mask: 0.1846, s1.loss_cls: 0.0669, s1.acc: 95.1500, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0875, s2.loss_cls: 0.0343, s2.acc: 94.8676, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0415, loss: 0.9978 2022-05-15 11:53:39,568 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-15 11:53:39,569 - mmdet - INFO - Epoch [26][3750/7330] lr: 1.000e-04, eta: 1 day, 7:49:40, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1550, s0.loss_cls: 0.1512, s0.acc: 94.3777, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1912, s1.loss_cls: 0.0687, s1.acc: 94.8453, s1.loss_bbox: 0.0991, s1.loss_mask: 0.0894, s2.loss_cls: 0.0353, s2.acc: 94.7698, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0424, loss: 1.0321 2022-05-15 11:54:51,687 - mmdet - INFO - Epoch [26][3800/7330] lr: 1.000e-04, eta: 1 day, 7:48:24, time: 1.442, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1553, s0.loss_cls: 0.1474, s0.acc: 94.5251, s0.loss_bbox: 0.0827, s0.loss_mask: 0.1778, s1.loss_cls: 0.0676, s1.acc: 94.9489, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0843, s2.loss_cls: 0.0343, s2.acc: 94.8577, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0397, loss: 0.9826 2022-05-15 11:56:04,712 - mmdet - INFO - Epoch [26][3850/7330] lr: 1.000e-04, eta: 1 day, 7:47:09, time: 1.460, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1488, s0.loss_cls: 0.1380, s0.acc: 94.7554, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1819, s1.loss_cls: 0.0619, s1.acc: 95.2346, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0857, s2.loss_cls: 0.0315, s2.acc: 95.0388, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0407, loss: 0.9653 2022-05-15 11:57:17,599 - mmdet - INFO - Epoch [26][3900/7330] lr: 1.000e-04, eta: 1 day, 7:45:54, time: 1.458, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1576, s0.loss_cls: 0.1398, s0.acc: 94.8386, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1805, s1.loss_cls: 0.0634, s1.acc: 95.3661, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0853, s2.loss_cls: 0.0324, s2.acc: 95.1592, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0406, loss: 0.9696 2022-05-15 11:58:30,928 - mmdet - INFO - Epoch [26][3950/7330] lr: 1.000e-04, eta: 1 day, 7:44:39, time: 1.466, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1510, s0.loss_cls: 0.1458, s0.acc: 94.6277, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1823, s1.loss_cls: 0.0687, s1.acc: 95.0547, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0859, s2.loss_cls: 0.0346, s2.acc: 94.9007, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0407, loss: 0.9904 2022-05-15 11:59:43,694 - mmdet - INFO - Epoch [26][4000/7330] lr: 1.000e-04, eta: 1 day, 7:43:23, time: 1.455, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1474, s0.loss_cls: 0.1415, s0.acc: 94.7571, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1862, s1.loss_cls: 0.0640, s1.acc: 95.2449, s1.loss_bbox: 0.0987, s1.loss_mask: 0.0880, s2.loss_cls: 0.0332, s2.acc: 94.9447, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0414, loss: 0.9965 2022-05-15 12:00:57,199 - mmdet - INFO - Epoch [26][4050/7330] lr: 1.000e-04, eta: 1 day, 7:42:09, time: 1.471, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1535, s0.loss_cls: 0.1480, s0.acc: 94.4189, s0.loss_bbox: 0.0852, s0.loss_mask: 0.1875, s1.loss_cls: 0.0690, s1.acc: 94.8559, s1.loss_bbox: 0.0985, s1.loss_mask: 0.0887, s2.loss_cls: 0.0349, s2.acc: 94.6355, s2.loss_bbox: 0.0661, s2.loss_mask: 0.0419, loss: 1.0161 2022-05-15 12:02:09,922 - mmdet - INFO - Epoch [26][4100/7330] lr: 1.000e-04, eta: 1 day, 7:40:53, time: 1.454, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0261, loss_semantic_seg: 0.1571, s0.loss_cls: 0.1418, s0.acc: 94.7209, s0.loss_bbox: 0.0796, s0.loss_mask: 0.1784, s1.loss_cls: 0.0653, s1.acc: 95.1529, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0841, s2.loss_cls: 0.0333, s2.acc: 94.9696, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0401, loss: 0.9759 2022-05-15 12:03:22,617 - mmdet - INFO - Epoch [26][4150/7330] lr: 1.000e-04, eta: 1 day, 7:39:38, time: 1.454, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1602, s0.loss_cls: 0.1431, s0.acc: 94.6897, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1847, s1.loss_cls: 0.0661, s1.acc: 95.0986, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0873, s2.loss_cls: 0.0342, s2.acc: 94.9544, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0416, loss: 0.9923 2022-05-15 12:04:35,242 - mmdet - INFO - Epoch [26][4200/7330] lr: 1.000e-04, eta: 1 day, 7:38:23, time: 1.452, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1488, s0.loss_cls: 0.1325, s0.acc: 95.0364, s0.loss_bbox: 0.0789, s0.loss_mask: 0.1826, s1.loss_cls: 0.0610, s1.acc: 95.4878, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0866, s2.loss_cls: 0.0313, s2.acc: 95.3084, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0409, loss: 0.9543 2022-05-15 12:05:48,917 - mmdet - INFO - Epoch [26][4250/7330] lr: 1.000e-04, eta: 1 day, 7:37:08, time: 1.474, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1405, s0.loss_cls: 0.1406, s0.acc: 94.8032, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1866, s1.loss_cls: 0.0639, s1.acc: 95.3032, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0883, s2.loss_cls: 0.0328, s2.acc: 95.0599, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0419, loss: 0.9807 2022-05-15 12:07:01,421 - mmdet - INFO - Epoch [26][4300/7330] lr: 1.000e-04, eta: 1 day, 7:35:53, time: 1.450, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1574, s0.loss_cls: 0.1462, s0.acc: 94.5278, s0.loss_bbox: 0.0840, s0.loss_mask: 0.1860, s1.loss_cls: 0.0669, s1.acc: 95.0559, s1.loss_bbox: 0.0970, s1.loss_mask: 0.0882, s2.loss_cls: 0.0343, s2.acc: 94.8279, s2.loss_bbox: 0.0648, s2.loss_mask: 0.0419, loss: 1.0109 2022-05-15 12:08:14,211 - mmdet - INFO - Epoch [26][4350/7330] lr: 1.000e-04, eta: 1 day, 7:34:37, time: 1.456, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1579, s0.loss_cls: 0.1463, s0.acc: 94.7180, s0.loss_bbox: 0.0790, s0.loss_mask: 0.1821, s1.loss_cls: 0.0662, s1.acc: 95.1698, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0871, s2.loss_cls: 0.0334, s2.acc: 95.1202, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0417, loss: 0.9900 2022-05-15 12:09:28,114 - mmdet - INFO - Epoch [26][4400/7330] lr: 1.000e-04, eta: 1 day, 7:33:23, time: 1.476, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1548, s0.loss_cls: 0.1419, s0.acc: 94.7874, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1839, s1.loss_cls: 0.0651, s1.acc: 95.1824, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0866, s2.loss_cls: 0.0326, s2.acc: 95.0568, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0409, loss: 0.9910 2022-05-15 12:10:40,543 - mmdet - INFO - Epoch [26][4450/7330] lr: 1.000e-04, eta: 1 day, 7:32:07, time: 1.450, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1550, s0.loss_cls: 0.1364, s0.acc: 94.9072, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1842, s1.loss_cls: 0.0617, s1.acc: 95.4884, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0874, s2.loss_cls: 0.0315, s2.acc: 95.2570, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0414, loss: 0.9756 2022-05-15 12:11:53,090 - mmdet - INFO - Epoch [26][4500/7330] lr: 1.000e-04, eta: 1 day, 7:30:52, time: 1.451, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1498, s0.loss_cls: 0.1428, s0.acc: 94.6665, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1867, s1.loss_cls: 0.0663, s1.acc: 95.0941, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0890, s2.loss_cls: 0.0337, s2.acc: 94.9216, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0420, loss: 0.9940 2022-05-15 12:13:06,868 - mmdet - INFO - Epoch [26][4550/7330] lr: 1.000e-04, eta: 1 day, 7:29:37, time: 1.475, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1554, s0.loss_cls: 0.1435, s0.acc: 94.6980, s0.loss_bbox: 0.0809, s0.loss_mask: 0.1783, s1.loss_cls: 0.0646, s1.acc: 95.2851, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0846, s2.loss_cls: 0.0337, s2.acc: 94.9525, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0401, loss: 0.9776 2022-05-15 12:14:20,033 - mmdet - INFO - Epoch [26][4600/7330] lr: 1.000e-04, eta: 1 day, 7:28:22, time: 1.463, data_time: 0.024, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1595, s0.loss_cls: 0.1513, s0.acc: 94.4363, s0.loss_bbox: 0.0833, s0.loss_mask: 0.1844, s1.loss_cls: 0.0704, s1.acc: 94.8440, s1.loss_bbox: 0.0946, s1.loss_mask: 0.0869, s2.loss_cls: 0.0357, s2.acc: 94.6041, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0413, loss: 1.0153 2022-05-15 12:15:32,876 - mmdet - INFO - Epoch [26][4650/7330] lr: 1.000e-04, eta: 1 day, 7:27:07, time: 1.457, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1508, s0.loss_cls: 0.1390, s0.acc: 94.8093, s0.loss_bbox: 0.0779, s0.loss_mask: 0.1836, s1.loss_cls: 0.0635, s1.acc: 95.2758, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0872, s2.loss_cls: 0.0326, s2.acc: 95.1049, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0413, loss: 0.9666 2022-05-15 12:16:45,638 - mmdet - INFO - Epoch [26][4700/7330] lr: 1.000e-04, eta: 1 day, 7:25:52, time: 1.455, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1604, s0.loss_cls: 0.1397, s0.acc: 94.7883, s0.loss_bbox: 0.0808, s0.loss_mask: 0.1845, s1.loss_cls: 0.0629, s1.acc: 95.3828, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0876, s2.loss_cls: 0.0323, s2.acc: 95.1117, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0415, loss: 0.9861 2022-05-15 12:17:57,552 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-15 12:17:57,553 - mmdet - INFO - Epoch [26][4750/7330] lr: 1.000e-04, eta: 1 day, 7:24:36, time: 1.437, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1519, s0.loss_cls: 0.1392, s0.acc: 94.8079, s0.loss_bbox: 0.0806, s0.loss_mask: 0.1835, s1.loss_cls: 0.0633, s1.acc: 95.3600, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0869, s2.loss_cls: 0.0323, s2.acc: 95.1518, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0414, loss: 0.9756 2022-05-15 12:19:10,204 - mmdet - INFO - Epoch [26][4800/7330] lr: 1.000e-04, eta: 1 day, 7:23:21, time: 1.454, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1383, s0.acc: 94.9504, s0.loss_bbox: 0.0812, s0.loss_mask: 0.1852, s1.loss_cls: 0.0628, s1.acc: 95.4447, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0885, s2.loss_cls: 0.0328, s2.acc: 95.1809, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0420, loss: 0.9856 2022-05-15 12:20:23,763 - mmdet - INFO - Epoch [26][4850/7330] lr: 1.000e-04, eta: 1 day, 7:22:06, time: 1.471, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1569, s0.loss_cls: 0.1365, s0.acc: 94.8806, s0.loss_bbox: 0.0796, s0.loss_mask: 0.1823, s1.loss_cls: 0.0629, s1.acc: 95.3245, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0865, s2.loss_cls: 0.0326, s2.acc: 95.1225, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0411, loss: 0.9718 2022-05-15 12:21:36,579 - mmdet - INFO - Epoch [26][4900/7330] lr: 1.000e-04, eta: 1 day, 7:20:51, time: 1.456, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1469, s0.loss_cls: 0.1424, s0.acc: 94.7124, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1805, s1.loss_cls: 0.0651, s1.acc: 95.2247, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0861, s2.loss_cls: 0.0340, s2.acc: 94.8168, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0410, loss: 0.9755 2022-05-15 12:22:49,712 - mmdet - INFO - Epoch [26][4950/7330] lr: 1.000e-04, eta: 1 day, 7:19:36, time: 1.463, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1491, s0.loss_cls: 0.1427, s0.acc: 94.6895, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1872, s1.loss_cls: 0.0659, s1.acc: 95.1494, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0887, s2.loss_cls: 0.0336, s2.acc: 94.9669, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0420, loss: 0.9906 2022-05-15 12:24:02,080 - mmdet - INFO - Epoch [26][5000/7330] lr: 1.000e-04, eta: 1 day, 7:18:20, time: 1.447, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1465, s0.loss_cls: 0.1344, s0.acc: 94.8892, s0.loss_bbox: 0.0795, s0.loss_mask: 0.1796, s1.loss_cls: 0.0620, s1.acc: 95.3339, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0849, s2.loss_cls: 0.0321, s2.acc: 95.0507, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0402, loss: 0.9555 2022-05-15 12:25:15,261 - mmdet - INFO - Epoch [26][5050/7330] lr: 1.000e-04, eta: 1 day, 7:17:05, time: 1.463, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1524, s0.loss_cls: 0.1417, s0.acc: 94.6484, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1854, s1.loss_cls: 0.0650, s1.acc: 95.1738, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0881, s2.loss_cls: 0.0330, s2.acc: 94.9933, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0417, loss: 0.9903 2022-05-15 12:26:29,194 - mmdet - INFO - Epoch [26][5100/7330] lr: 1.000e-04, eta: 1 day, 7:15:50, time: 1.480, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1571, s0.loss_cls: 0.1481, s0.acc: 94.5159, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1834, s1.loss_cls: 0.0689, s1.acc: 94.9721, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0868, s2.loss_cls: 0.0348, s2.acc: 94.9034, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0409, loss: 1.0057 2022-05-15 12:27:42,693 - mmdet - INFO - Epoch [26][5150/7330] lr: 1.000e-04, eta: 1 day, 7:14:36, time: 1.470, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1577, s0.loss_cls: 0.1386, s0.acc: 94.8687, s0.loss_bbox: 0.0806, s0.loss_mask: 0.1821, s1.loss_cls: 0.0633, s1.acc: 95.3635, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0859, s2.loss_cls: 0.0325, s2.acc: 95.1365, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0404, loss: 0.9770 2022-05-15 12:28:55,618 - mmdet - INFO - Epoch [26][5200/7330] lr: 1.000e-04, eta: 1 day, 7:13:20, time: 1.457, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1575, s0.loss_cls: 0.1495, s0.acc: 94.5049, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1911, s1.loss_cls: 0.0677, s1.acc: 95.0846, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0907, s2.loss_cls: 0.0344, s2.acc: 94.8235, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0421, loss: 1.0231 2022-05-15 12:30:09,415 - mmdet - INFO - Epoch [26][5250/7330] lr: 1.000e-04, eta: 1 day, 7:12:06, time: 1.475, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1539, s0.loss_cls: 0.1538, s0.acc: 94.3669, s0.loss_bbox: 0.0878, s0.loss_mask: 0.1907, s1.loss_cls: 0.0706, s1.acc: 94.8922, s1.loss_bbox: 0.1004, s1.loss_mask: 0.0898, s2.loss_cls: 0.0357, s2.acc: 94.7560, s2.loss_bbox: 0.0654, s2.loss_mask: 0.0427, loss: 1.0364 2022-05-15 12:31:23,138 - mmdet - INFO - Epoch [26][5300/7330] lr: 1.000e-04, eta: 1 day, 7:10:51, time: 1.476, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1451, s0.loss_cls: 0.1365, s0.acc: 95.0557, s0.loss_bbox: 0.0789, s0.loss_mask: 0.1769, s1.loss_cls: 0.0615, s1.acc: 95.5754, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0837, s2.loss_cls: 0.0315, s2.acc: 95.4216, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0396, loss: 0.9422 2022-05-15 12:32:36,834 - mmdet - INFO - Epoch [26][5350/7330] lr: 1.000e-04, eta: 1 day, 7:09:36, time: 1.474, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1504, s0.loss_cls: 0.1432, s0.acc: 94.6375, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1852, s1.loss_cls: 0.0653, s1.acc: 95.1232, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0882, s2.loss_cls: 0.0337, s2.acc: 94.9450, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0418, loss: 0.9889 2022-05-15 12:33:50,178 - mmdet - INFO - Epoch [26][5400/7330] lr: 1.000e-04, eta: 1 day, 7:08:21, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1538, s0.loss_cls: 0.1387, s0.acc: 94.9604, s0.loss_bbox: 0.0771, s0.loss_mask: 0.1778, s1.loss_cls: 0.0627, s1.acc: 95.4413, s1.loss_bbox: 0.0891, s1.loss_mask: 0.0835, s2.loss_cls: 0.0320, s2.acc: 95.2131, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0394, loss: 0.9561 2022-05-15 12:35:04,323 - mmdet - INFO - Epoch [26][5450/7330] lr: 1.000e-04, eta: 1 day, 7:07:06, time: 1.483, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1557, s0.loss_cls: 0.1513, s0.acc: 94.5308, s0.loss_bbox: 0.0861, s0.loss_mask: 0.1861, s1.loss_cls: 0.0692, s1.acc: 94.9987, s1.loss_bbox: 0.0990, s1.loss_mask: 0.0880, s2.loss_cls: 0.0351, s2.acc: 94.7418, s2.loss_bbox: 0.0656, s2.loss_mask: 0.0414, loss: 1.0245 2022-05-15 12:36:17,117 - mmdet - INFO - Epoch [26][5500/7330] lr: 1.000e-04, eta: 1 day, 7:05:51, time: 1.456, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1526, s0.loss_cls: 0.1377, s0.acc: 95.0757, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1817, s1.loss_cls: 0.0631, s1.acc: 95.5696, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0863, s2.loss_cls: 0.0313, s2.acc: 95.5052, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0411, loss: 0.9569 2022-05-15 12:37:30,247 - mmdet - INFO - Epoch [26][5550/7330] lr: 1.000e-04, eta: 1 day, 7:04:36, time: 1.463, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1473, s0.loss_cls: 0.1418, s0.acc: 94.8620, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1795, s1.loss_cls: 0.0641, s1.acc: 95.3722, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0847, s2.loss_cls: 0.0333, s2.acc: 95.1146, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0402, loss: 0.9667 2022-05-15 12:38:43,703 - mmdet - INFO - Epoch [26][5600/7330] lr: 1.000e-04, eta: 1 day, 7:03:21, time: 1.469, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1614, s0.loss_cls: 0.1405, s0.acc: 94.7817, s0.loss_bbox: 0.0805, s0.loss_mask: 0.1816, s1.loss_cls: 0.0651, s1.acc: 95.2384, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0865, s2.loss_cls: 0.0339, s2.acc: 94.9723, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0411, loss: 0.9862 2022-05-15 12:39:56,281 - mmdet - INFO - Epoch [26][5650/7330] lr: 1.000e-04, eta: 1 day, 7:02:06, time: 1.452, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1584, s0.loss_cls: 0.1443, s0.acc: 94.7219, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1836, s1.loss_cls: 0.0653, s1.acc: 95.3019, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0875, s2.loss_cls: 0.0335, s2.acc: 95.0809, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0415, loss: 0.9939 2022-05-15 12:41:08,536 - mmdet - INFO - Epoch [26][5700/7330] lr: 1.000e-04, eta: 1 day, 7:00:51, time: 1.445, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0266, loss_semantic_seg: 0.1506, s0.loss_cls: 0.1490, s0.acc: 94.5310, s0.loss_bbox: 0.0856, s0.loss_mask: 0.1890, s1.loss_cls: 0.0690, s1.acc: 94.9468, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0899, s2.loss_cls: 0.0360, s2.acc: 94.6341, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0425, loss: 1.0203 2022-05-15 12:42:22,171 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-15 12:42:22,173 - mmdet - INFO - Epoch [26][5750/7330] lr: 1.000e-04, eta: 1 day, 6:59:36, time: 1.472, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1489, s0.loss_cls: 0.1370, s0.acc: 94.8562, s0.loss_bbox: 0.0780, s0.loss_mask: 0.1762, s1.loss_cls: 0.0622, s1.acc: 95.3623, s1.loss_bbox: 0.0897, s1.loss_mask: 0.0832, s2.loss_cls: 0.0322, s2.acc: 95.1431, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0394, loss: 0.9460 2022-05-15 12:43:35,739 - mmdet - INFO - Epoch [26][5800/7330] lr: 1.000e-04, eta: 1 day, 6:58:21, time: 1.472, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1465, s0.loss_cls: 0.1369, s0.acc: 94.9614, s0.loss_bbox: 0.0774, s0.loss_mask: 0.1816, s1.loss_cls: 0.0627, s1.acc: 95.4189, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0860, s2.loss_cls: 0.0315, s2.acc: 95.3648, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0408, loss: 0.9522 2022-05-15 12:44:49,145 - mmdet - INFO - Epoch [26][5850/7330] lr: 1.000e-04, eta: 1 day, 6:57:06, time: 1.466, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1551, s0.loss_cls: 0.1439, s0.acc: 94.6155, s0.loss_bbox: 0.0845, s0.loss_mask: 0.1852, s1.loss_cls: 0.0649, s1.acc: 95.1447, s1.loss_bbox: 0.0980, s1.loss_mask: 0.0876, s2.loss_cls: 0.0337, s2.acc: 94.8643, s2.loss_bbox: 0.0650, s2.loss_mask: 0.0414, loss: 1.0022 2022-05-15 12:46:02,574 - mmdet - INFO - Epoch [26][5900/7330] lr: 1.000e-04, eta: 1 day, 6:55:51, time: 1.470, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1494, s0.loss_cls: 0.1463, s0.acc: 94.6165, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1842, s1.loss_cls: 0.0681, s1.acc: 95.0256, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0861, s2.loss_cls: 0.0345, s2.acc: 94.8825, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0408, loss: 0.9873 2022-05-15 12:47:15,393 - mmdet - INFO - Epoch [26][5950/7330] lr: 1.000e-04, eta: 1 day, 6:54:36, time: 1.456, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1573, s0.loss_cls: 0.1462, s0.acc: 94.6650, s0.loss_bbox: 0.0812, s0.loss_mask: 0.1769, s1.loss_cls: 0.0677, s1.acc: 95.0429, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0833, s2.loss_cls: 0.0342, s2.acc: 94.8890, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0394, loss: 0.9773 2022-05-15 12:48:29,297 - mmdet - INFO - Epoch [26][6000/7330] lr: 1.000e-04, eta: 1 day, 6:53:21, time: 1.478, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1571, s0.loss_cls: 0.1463, s0.acc: 94.5676, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1819, s1.loss_cls: 0.0670, s1.acc: 95.0160, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0869, s2.loss_cls: 0.0347, s2.acc: 94.7433, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0413, loss: 0.9964 2022-05-15 12:49:42,594 - mmdet - INFO - Epoch [26][6050/7330] lr: 1.000e-04, eta: 1 day, 6:52:06, time: 1.466, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1600, s0.loss_cls: 0.1463, s0.acc: 94.5586, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1869, s1.loss_cls: 0.0668, s1.acc: 95.0877, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0889, s2.loss_cls: 0.0349, s2.acc: 94.8251, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0420, loss: 1.0071 2022-05-15 12:50:55,629 - mmdet - INFO - Epoch [26][6100/7330] lr: 1.000e-04, eta: 1 day, 6:50:51, time: 1.461, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1565, s0.loss_cls: 0.1488, s0.acc: 94.5969, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1843, s1.loss_cls: 0.0690, s1.acc: 95.0430, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0870, s2.loss_cls: 0.0348, s2.acc: 94.9266, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0410, loss: 1.0044 2022-05-15 12:52:08,373 - mmdet - INFO - Epoch [26][6150/7330] lr: 1.000e-04, eta: 1 day, 6:49:36, time: 1.453, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1543, s0.loss_cls: 0.1374, s0.acc: 94.9116, s0.loss_bbox: 0.0756, s0.loss_mask: 0.1783, s1.loss_cls: 0.0625, s1.acc: 95.4181, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0847, s2.loss_cls: 0.0316, s2.acc: 95.2790, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0403, loss: 0.9581 2022-05-15 12:53:21,874 - mmdet - INFO - Epoch [26][6200/7330] lr: 1.000e-04, eta: 1 day, 6:48:21, time: 1.472, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1551, s0.loss_cls: 0.1431, s0.acc: 94.6777, s0.loss_bbox: 0.0846, s0.loss_mask: 0.1880, s1.loss_cls: 0.0656, s1.acc: 95.1671, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0885, s2.loss_cls: 0.0334, s2.acc: 94.9079, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0420, loss: 1.0037 2022-05-15 12:54:34,147 - mmdet - INFO - Epoch [26][6250/7330] lr: 1.000e-04, eta: 1 day, 6:47:06, time: 1.445, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1601, s0.loss_cls: 0.1463, s0.acc: 94.6301, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1837, s1.loss_cls: 0.0673, s1.acc: 95.0854, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0871, s2.loss_cls: 0.0349, s2.acc: 94.7885, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0408, loss: 1.0012 2022-05-15 12:55:47,878 - mmdet - INFO - Epoch [26][6300/7330] lr: 1.000e-04, eta: 1 day, 6:45:51, time: 1.475, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1520, s0.loss_cls: 0.1427, s0.acc: 94.7417, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1811, s1.loss_cls: 0.0666, s1.acc: 95.1577, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0856, s2.loss_cls: 0.0340, s2.acc: 95.0436, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0406, loss: 0.9834 2022-05-15 12:57:01,190 - mmdet - INFO - Epoch [26][6350/7330] lr: 1.000e-04, eta: 1 day, 6:44:36, time: 1.467, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1553, s0.loss_cls: 0.1448, s0.acc: 94.7009, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1815, s1.loss_cls: 0.0652, s1.acc: 95.2534, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0863, s2.loss_cls: 0.0332, s2.acc: 95.0240, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0414, loss: 0.9908 2022-05-15 12:58:14,467 - mmdet - INFO - Epoch [26][6400/7330] lr: 1.000e-04, eta: 1 day, 6:43:21, time: 1.465, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1490, s0.loss_cls: 0.1431, s0.acc: 94.7312, s0.loss_bbox: 0.0801, s0.loss_mask: 0.1824, s1.loss_cls: 0.0658, s1.acc: 95.2066, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0867, s2.loss_cls: 0.0340, s2.acc: 95.0403, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0410, loss: 0.9794 2022-05-15 12:59:27,801 - mmdet - INFO - Epoch [26][6450/7330] lr: 1.000e-04, eta: 1 day, 6:42:06, time: 1.467, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1492, s0.loss_cls: 0.1471, s0.acc: 94.5273, s0.loss_bbox: 0.0837, s0.loss_mask: 0.1895, s1.loss_cls: 0.0682, s1.acc: 95.0667, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0900, s2.loss_cls: 0.0346, s2.acc: 94.8494, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0428, loss: 1.0072 2022-05-15 13:00:41,962 - mmdet - INFO - Epoch [26][6500/7330] lr: 1.000e-04, eta: 1 day, 6:40:51, time: 1.483, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1472, s0.loss_cls: 0.1397, s0.acc: 94.8047, s0.loss_bbox: 0.0785, s0.loss_mask: 0.1813, s1.loss_cls: 0.0645, s1.acc: 95.2075, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0861, s2.loss_cls: 0.0342, s2.acc: 94.8928, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0409, loss: 0.9717 2022-05-15 13:01:54,834 - mmdet - INFO - Epoch [26][6550/7330] lr: 1.000e-04, eta: 1 day, 6:39:36, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1410, s0.acc: 94.8110, s0.loss_bbox: 0.0809, s0.loss_mask: 0.1819, s1.loss_cls: 0.0650, s1.acc: 95.2397, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0858, s2.loss_cls: 0.0335, s2.acc: 95.1166, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0408, loss: 0.9759 2022-05-15 13:03:07,491 - mmdet - INFO - Epoch [26][6600/7330] lr: 1.000e-04, eta: 1 day, 6:38:21, time: 1.452, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1604, s0.loss_cls: 0.1382, s0.acc: 94.8723, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1826, s1.loss_cls: 0.0636, s1.acc: 95.3660, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0867, s2.loss_cls: 0.0330, s2.acc: 95.1764, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0412, loss: 0.9771 2022-05-15 13:04:21,746 - mmdet - INFO - Epoch [26][6650/7330] lr: 1.000e-04, eta: 1 day, 6:37:06, time: 1.487, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0262, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1479, s0.acc: 94.4893, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1860, s1.loss_cls: 0.0676, s1.acc: 95.0139, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0878, s2.loss_cls: 0.0347, s2.acc: 94.7382, s2.loss_bbox: 0.0646, s2.loss_mask: 0.0416, loss: 1.0153 2022-05-15 13:05:34,660 - mmdet - INFO - Epoch [26][6700/7330] lr: 1.000e-04, eta: 1 day, 6:35:51, time: 1.458, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1536, s0.loss_cls: 0.1366, s0.acc: 95.0154, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1823, s1.loss_cls: 0.0630, s1.acc: 95.4597, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0865, s2.loss_cls: 0.0322, s2.acc: 95.2056, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0409, loss: 0.9667 2022-05-15 13:06:47,588 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-15 13:06:47,593 - mmdet - INFO - Epoch [26][6750/7330] lr: 1.000e-04, eta: 1 day, 6:34:36, time: 1.456, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0269, loss_semantic_seg: 0.1523, s0.loss_cls: 0.1529, s0.acc: 94.3804, s0.loss_bbox: 0.0875, s0.loss_mask: 0.1913, s1.loss_cls: 0.0708, s1.acc: 94.8535, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0898, s2.loss_cls: 0.0360, s2.acc: 94.6943, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0425, loss: 1.0277 2022-05-15 13:08:01,286 - mmdet - INFO - Epoch [26][6800/7330] lr: 1.000e-04, eta: 1 day, 6:33:21, time: 1.476, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1465, s0.loss_cls: 0.1423, s0.acc: 94.7585, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1848, s1.loss_cls: 0.0646, s1.acc: 95.2369, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0878, s2.loss_cls: 0.0325, s2.acc: 95.1192, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0413, loss: 0.9858 2022-05-15 13:09:14,863 - mmdet - INFO - Epoch [26][6850/7330] lr: 1.000e-04, eta: 1 day, 6:32:06, time: 1.472, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1531, s0.loss_cls: 0.1415, s0.acc: 94.8518, s0.loss_bbox: 0.0803, s0.loss_mask: 0.1858, s1.loss_cls: 0.0646, s1.acc: 95.3728, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0881, s2.loss_cls: 0.0323, s2.acc: 95.2292, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0417, loss: 0.9868 2022-05-15 13:10:28,444 - mmdet - INFO - Epoch [26][6900/7330] lr: 1.000e-04, eta: 1 day, 6:30:52, time: 1.472, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1524, s0.loss_cls: 0.1486, s0.acc: 94.5129, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1830, s1.loss_cls: 0.0686, s1.acc: 94.9573, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0873, s2.loss_cls: 0.0353, s2.acc: 94.6692, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0415, loss: 1.0037 2022-05-15 13:11:42,494 - mmdet - INFO - Epoch [26][6950/7330] lr: 1.000e-04, eta: 1 day, 6:29:37, time: 1.481, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1542, s0.loss_cls: 0.1473, s0.acc: 94.5559, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1811, s1.loss_cls: 0.0677, s1.acc: 95.0054, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0860, s2.loss_cls: 0.0352, s2.acc: 94.7272, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0404, loss: 0.9918 2022-05-15 13:12:55,622 - mmdet - INFO - Epoch [26][7000/7330] lr: 1.000e-04, eta: 1 day, 6:28:22, time: 1.462, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1496, s0.loss_cls: 0.1480, s0.acc: 94.4866, s0.loss_bbox: 0.0858, s0.loss_mask: 0.1842, s1.loss_cls: 0.0682, s1.acc: 94.9653, s1.loss_bbox: 0.0968, s1.loss_mask: 0.0870, s2.loss_cls: 0.0353, s2.acc: 94.6603, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0412, loss: 1.0019 2022-05-15 13:14:09,095 - mmdet - INFO - Epoch [26][7050/7330] lr: 1.000e-04, eta: 1 day, 6:27:07, time: 1.469, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1428, s0.acc: 94.7668, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1821, s1.loss_cls: 0.0664, s1.acc: 95.1864, s1.loss_bbox: 0.0917, s1.loss_mask: 0.0859, s2.loss_cls: 0.0332, s2.acc: 95.0870, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0405, loss: 0.9801 2022-05-15 13:15:23,200 - mmdet - INFO - Epoch [26][7100/7330] lr: 1.000e-04, eta: 1 day, 6:25:52, time: 1.480, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1512, s0.loss_cls: 0.1436, s0.acc: 94.6732, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1842, s1.loss_cls: 0.0657, s1.acc: 95.1304, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0875, s2.loss_cls: 0.0334, s2.acc: 94.8930, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0417, loss: 0.9871 2022-05-15 13:16:36,394 - mmdet - INFO - Epoch [26][7150/7330] lr: 1.000e-04, eta: 1 day, 6:24:37, time: 1.466, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1574, s0.loss_cls: 0.1440, s0.acc: 94.7654, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1861, s1.loss_cls: 0.0668, s1.acc: 95.1466, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0883, s2.loss_cls: 0.0344, s2.acc: 95.0000, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0416, loss: 0.9937 2022-05-15 13:17:50,084 - mmdet - INFO - Epoch [26][7200/7330] lr: 1.000e-04, eta: 1 day, 6:23:23, time: 1.474, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1622, s0.loss_cls: 0.1404, s0.acc: 94.8853, s0.loss_bbox: 0.0772, s0.loss_mask: 0.1781, s1.loss_cls: 0.0658, s1.acc: 95.2618, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0852, s2.loss_cls: 0.0333, s2.acc: 95.1245, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0404, loss: 0.9742 2022-05-15 13:19:03,750 - mmdet - INFO - Epoch [26][7250/7330] lr: 1.000e-04, eta: 1 day, 6:22:08, time: 1.473, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1621, s0.loss_cls: 0.1491, s0.acc: 94.5667, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1867, s1.loss_cls: 0.0680, s1.acc: 95.0490, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0890, s2.loss_cls: 0.0348, s2.acc: 94.8309, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0420, loss: 1.0217 2022-05-15 13:20:16,584 - mmdet - INFO - Epoch [26][7300/7330] lr: 1.000e-04, eta: 1 day, 6:20:53, time: 1.454, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1602, s0.loss_cls: 0.1458, s0.acc: 94.6130, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1904, s1.loss_cls: 0.0666, s1.acc: 95.0652, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0896, s2.loss_cls: 0.0342, s2.acc: 94.8787, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0419, loss: 1.0109 2022-05-15 13:21:19,620 - mmdet - INFO - Saving checkpoint at 26 epochs 2022-05-15 13:25:58,969 - mmdet - INFO - Evaluating bbox... 2022-05-15 13:26:42,585 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.563 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.749 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.624 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.405 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.600 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.705 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.730 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.730 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.730 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.591 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.764 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.861 2022-05-15 13:26:42,586 - mmdet - INFO - Evaluating segm... 2022-05-15 13:27:32,365 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.491 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.732 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.538 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 ] = 0.520 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 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.485 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.666 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.782 2022-05-15 13:27:33,375 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-15 13:27:33,378 - mmdet - INFO - Epoch(val) [26][313] bbox_mAP: 0.5630, bbox_mAP_50: 0.7490, bbox_mAP_75: 0.6240, bbox_mAP_s: 0.4050, bbox_mAP_m: 0.6000, bbox_mAP_l: 0.7050, bbox_mAP_copypaste: 0.563 0.749 0.624 0.405 0.600 0.705, segm_mAP: 0.4910, segm_mAP_50: 0.7320, segm_mAP_75: 0.5380, segm_mAP_s: 0.3050, segm_mAP_m: 0.5200, segm_mAP_l: 0.6740, segm_mAP_copypaste: 0.491 0.732 0.538 0.305 0.520 0.674 2022-05-15 13:32:57,833 - mmdet - INFO - Epoch [27][50/7330] lr: 1.000e-04, eta: 1 day, 6:20:12, time: 6.489, data_time: 5.033, memory: 64760, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1463, s0.loss_cls: 0.1412, s0.acc: 94.8030, s0.loss_bbox: 0.0796, s0.loss_mask: 0.1817, s1.loss_cls: 0.0639, s1.acc: 95.2985, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0861, s2.loss_cls: 0.0326, s2.acc: 95.1126, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0406, loss: 0.9633 2022-05-15 13:34:11,361 - mmdet - INFO - Epoch [27][100/7330] lr: 1.000e-04, eta: 1 day, 6:18:57, time: 1.471, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1509, s0.loss_cls: 0.1476, s0.acc: 94.5613, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1861, s1.loss_cls: 0.0670, s1.acc: 95.1639, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0882, s2.loss_cls: 0.0338, s2.acc: 95.0894, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0419, loss: 1.0033 2022-05-15 13:35:25,174 - mmdet - INFO - Epoch [27][150/7330] lr: 1.000e-04, eta: 1 day, 6:17:42, time: 1.476, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1520, s0.loss_cls: 0.1433, s0.acc: 94.6707, s0.loss_bbox: 0.0832, s0.loss_mask: 0.1838, s1.loss_cls: 0.0658, s1.acc: 95.1121, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0876, s2.loss_cls: 0.0336, s2.acc: 94.9577, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0419, loss: 0.9927 2022-05-15 13:36:38,112 - mmdet - INFO - Epoch [27][200/7330] lr: 1.000e-04, eta: 1 day, 6:16:27, time: 1.459, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1506, s0.loss_cls: 0.1378, s0.acc: 94.8220, s0.loss_bbox: 0.0811, s0.loss_mask: 0.1816, s1.loss_cls: 0.0632, s1.acc: 95.3554, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0862, s2.loss_cls: 0.0325, s2.acc: 95.0578, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0410, loss: 0.9681 2022-05-15 13:37:51,376 - mmdet - INFO - Epoch [27][250/7330] lr: 1.000e-04, eta: 1 day, 6:15:12, time: 1.465, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1403, s0.loss_cls: 0.1424, s0.acc: 94.7268, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1822, s1.loss_cls: 0.0637, s1.acc: 95.2737, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0864, s2.loss_cls: 0.0320, s2.acc: 95.1733, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0411, loss: 0.9720 2022-05-15 13:39:04,325 - mmdet - INFO - Epoch [27][300/7330] lr: 1.000e-04, eta: 1 day, 6:13:57, time: 1.459, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1413, s0.loss_cls: 0.1429, s0.acc: 94.6497, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1842, s1.loss_cls: 0.0647, s1.acc: 95.1698, s1.loss_bbox: 0.0931, s1.loss_mask: 0.0873, s2.loss_cls: 0.0335, s2.acc: 95.0061, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0414, loss: 0.9742 2022-05-15 13:40:18,546 - mmdet - INFO - Epoch [27][350/7330] lr: 1.000e-04, eta: 1 day, 6:12:42, time: 1.485, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0267, loss_semantic_seg: 0.1499, s0.loss_cls: 0.1455, s0.acc: 94.5225, s0.loss_bbox: 0.0843, s0.loss_mask: 0.1834, s1.loss_cls: 0.0669, s1.acc: 94.9831, s1.loss_bbox: 0.0974, s1.loss_mask: 0.0872, s2.loss_cls: 0.0340, s2.acc: 94.7869, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0412, loss: 0.9989 2022-05-15 13:41:30,226 - mmdet - INFO - Epoch [27][400/7330] lr: 1.000e-04, eta: 1 day, 6:11:27, time: 1.434, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1490, s0.loss_cls: 0.1445, s0.acc: 94.6667, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1801, s1.loss_cls: 0.0668, s1.acc: 95.1760, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0854, s2.loss_cls: 0.0341, s2.acc: 94.9483, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0408, loss: 0.9803 2022-05-15 13:42:43,268 - mmdet - INFO - Epoch [27][450/7330] lr: 1.000e-04, eta: 1 day, 6:10:12, time: 1.461, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1499, s0.loss_cls: 0.1437, s0.acc: 94.7059, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1822, s1.loss_cls: 0.0664, s1.acc: 95.1976, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0861, s2.loss_cls: 0.0342, s2.acc: 94.9404, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0406, loss: 0.9789 2022-05-15 13:43:56,561 - mmdet - INFO - Epoch [27][500/7330] lr: 1.000e-04, eta: 1 day, 6:08:57, time: 1.466, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1478, s0.loss_cls: 0.1445, s0.acc: 94.6262, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1833, s1.loss_cls: 0.0666, s1.acc: 95.0101, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0861, s2.loss_cls: 0.0345, s2.acc: 94.7410, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0408, loss: 0.9850 2022-05-15 13:45:09,664 - mmdet - INFO - Epoch [27][550/7330] lr: 1.000e-04, eta: 1 day, 6:07:42, time: 1.462, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1572, s0.loss_cls: 0.1487, s0.acc: 94.5046, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1882, s1.loss_cls: 0.0680, s1.acc: 94.9434, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0891, s2.loss_cls: 0.0347, s2.acc: 94.7427, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0422, loss: 1.0173 2022-05-15 13:46:21,947 - mmdet - INFO - Epoch [27][600/7330] lr: 1.000e-04, eta: 1 day, 6:06:26, time: 1.446, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1507, s0.loss_cls: 0.1371, s0.acc: 94.8044, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1837, s1.loss_cls: 0.0628, s1.acc: 95.3245, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0871, s2.loss_cls: 0.0320, s2.acc: 95.1637, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0414, loss: 0.9719 2022-05-15 13:47:33,927 - mmdet - INFO - Epoch [27][650/7330] lr: 1.000e-04, eta: 1 day, 6:05:11, time: 1.440, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1465, s0.loss_cls: 0.1387, s0.acc: 94.8474, s0.loss_bbox: 0.0815, s0.loss_mask: 0.1797, s1.loss_cls: 0.0618, s1.acc: 95.5395, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0850, s2.loss_cls: 0.0319, s2.acc: 95.2713, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0399, loss: 0.9645 2022-05-15 13:48:46,255 - mmdet - INFO - Epoch [27][700/7330] lr: 1.000e-04, eta: 1 day, 6:03:55, time: 1.446, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1542, s0.loss_cls: 0.1419, s0.acc: 94.7722, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1859, s1.loss_cls: 0.0646, s1.acc: 95.2808, s1.loss_bbox: 0.0956, s1.loss_mask: 0.0875, s2.loss_cls: 0.0333, s2.acc: 95.0003, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0411, loss: 0.9923 2022-05-15 13:49:58,836 - mmdet - INFO - Epoch [27][750/7330] lr: 1.000e-04, eta: 1 day, 6:02:40, time: 1.452, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1504, s0.loss_cls: 0.1370, s0.acc: 94.8940, s0.loss_bbox: 0.0784, s0.loss_mask: 0.1786, s1.loss_cls: 0.0621, s1.acc: 95.3814, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0852, s2.loss_cls: 0.0318, s2.acc: 95.1680, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0400, loss: 0.9528 2022-05-15 13:51:11,541 - mmdet - INFO - Epoch [27][800/7330] lr: 1.000e-04, eta: 1 day, 6:01:25, time: 1.452, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1481, s0.loss_cls: 0.1384, s0.acc: 94.7834, s0.loss_bbox: 0.0771, s0.loss_mask: 0.1809, s1.loss_cls: 0.0630, s1.acc: 95.2882, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0860, s2.loss_cls: 0.0323, s2.acc: 95.0197, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0408, loss: 0.9599 2022-05-15 13:52:25,101 - mmdet - INFO - Epoch [27][850/7330] lr: 1.000e-04, eta: 1 day, 6:00:10, time: 1.473, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0275, loss_semantic_seg: 0.1476, s0.loss_cls: 0.1466, s0.acc: 94.5659, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1877, s1.loss_cls: 0.0659, s1.acc: 95.1434, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0888, s2.loss_cls: 0.0345, s2.acc: 94.8766, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0418, loss: 1.0058 2022-05-15 13:53:37,976 - mmdet - INFO - Epoch [27][900/7330] lr: 1.000e-04, eta: 1 day, 5:58:55, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1473, s0.loss_cls: 0.1394, s0.acc: 94.9246, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1797, s1.loss_cls: 0.0648, s1.acc: 95.3309, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0855, s2.loss_cls: 0.0333, s2.acc: 95.0595, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0406, loss: 0.9601 2022-05-15 13:54:50,650 - mmdet - INFO - Epoch [27][950/7330] lr: 1.000e-04, eta: 1 day, 5:57:39, time: 1.453, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1466, s0.loss_cls: 0.1375, s0.acc: 94.8987, s0.loss_bbox: 0.0799, s0.loss_mask: 0.1804, s1.loss_cls: 0.0630, s1.acc: 95.4312, s1.loss_bbox: 0.0949, s1.loss_mask: 0.0846, s2.loss_cls: 0.0319, s2.acc: 95.2655, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0402, loss: 0.9637 2022-05-15 13:56:03,852 - mmdet - INFO - Epoch [27][1000/7330] lr: 1.000e-04, eta: 1 day, 5:56:24, time: 1.464, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1530, s0.loss_cls: 0.1465, s0.acc: 94.4683, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1851, s1.loss_cls: 0.0668, s1.acc: 95.0505, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0873, s2.loss_cls: 0.0341, s2.acc: 94.8817, s2.loss_bbox: 0.0653, s2.loss_mask: 0.0415, loss: 0.9989 2022-05-15 13:57:16,867 - mmdet - INFO - Epoch [27][1050/7330] lr: 1.000e-04, eta: 1 day, 5:55:09, time: 1.460, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1539, s0.loss_cls: 0.1380, s0.acc: 94.8716, s0.loss_bbox: 0.0799, s0.loss_mask: 0.1801, s1.loss_cls: 0.0632, s1.acc: 95.3145, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0849, s2.loss_cls: 0.0318, s2.acc: 95.2197, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0403, loss: 0.9658 2022-05-15 13:58:28,778 - mmdet - INFO - Epoch [27][1100/7330] lr: 1.000e-04, eta: 1 day, 5:53:54, time: 1.438, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1447, s0.loss_cls: 0.1390, s0.acc: 94.8459, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1829, s1.loss_cls: 0.0640, s1.acc: 95.2233, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0878, s2.loss_cls: 0.0328, s2.acc: 95.0218, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0411, loss: 0.9660 2022-05-15 13:59:40,652 - mmdet - INFO - Epoch [27][1150/7330] lr: 1.000e-04, eta: 1 day, 5:52:38, time: 1.438, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1446, s0.loss_cls: 0.1440, s0.acc: 94.7590, s0.loss_bbox: 0.0805, s0.loss_mask: 0.1847, s1.loss_cls: 0.0662, s1.acc: 95.2371, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0876, s2.loss_cls: 0.0340, s2.acc: 95.0077, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0414, loss: 0.9792 2022-05-15 14:00:53,486 - mmdet - INFO - Epoch [27][1200/7330] lr: 1.000e-04, eta: 1 day, 5:51:23, time: 1.457, data_time: 0.024, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1469, s0.loss_cls: 0.1460, s0.acc: 94.6389, s0.loss_bbox: 0.0848, s0.loss_mask: 0.1832, s1.loss_cls: 0.0658, s1.acc: 95.2539, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0869, s2.loss_cls: 0.0333, s2.acc: 95.0308, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0412, loss: 0.9898 2022-05-15 14:02:06,163 - mmdet - INFO - Epoch [27][1250/7330] lr: 1.000e-04, eta: 1 day, 5:50:08, time: 1.454, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1502, s0.loss_cls: 0.1392, s0.acc: 94.8657, s0.loss_bbox: 0.0806, s0.loss_mask: 0.1813, s1.loss_cls: 0.0624, s1.acc: 95.4157, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0854, s2.loss_cls: 0.0316, s2.acc: 95.2859, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0402, loss: 0.9656 2022-05-15 14:03:18,569 - mmdet - INFO - Epoch [27][1300/7330] lr: 1.000e-04, eta: 1 day, 5:48:52, time: 1.448, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1506, s0.loss_cls: 0.1345, s0.acc: 95.0669, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1776, s1.loss_cls: 0.0614, s1.acc: 95.5536, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0837, s2.loss_cls: 0.0318, s2.acc: 95.3745, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0397, loss: 0.9404 2022-05-15 14:04:31,551 - mmdet - INFO - Epoch [27][1350/7330] lr: 1.000e-04, eta: 1 day, 5:47:37, time: 1.460, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1440, s0.loss_cls: 0.1421, s0.acc: 94.6736, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1859, s1.loss_cls: 0.0657, s1.acc: 95.1051, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0876, s2.loss_cls: 0.0325, s2.acc: 95.0731, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0415, loss: 0.9832 2022-05-15 14:05:43,921 - mmdet - INFO - Epoch [27][1400/7330] lr: 1.000e-04, eta: 1 day, 5:46:22, time: 1.447, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1470, s0.loss_cls: 0.1357, s0.acc: 94.9824, s0.loss_bbox: 0.0769, s0.loss_mask: 0.1756, s1.loss_cls: 0.0615, s1.acc: 95.5400, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0830, s2.loss_cls: 0.0317, s2.acc: 95.3438, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0395, loss: 0.9383 2022-05-15 14:06:56,737 - mmdet - INFO - Epoch [27][1450/7330] lr: 1.000e-04, eta: 1 day, 5:45:07, time: 1.456, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1505, s0.loss_cls: 0.1432, s0.acc: 94.7905, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1849, s1.loss_cls: 0.0650, s1.acc: 95.2815, s1.loss_bbox: 0.0959, s1.loss_mask: 0.0878, s2.loss_cls: 0.0335, s2.acc: 95.0079, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0417, loss: 0.9946 2022-05-15 14:08:09,435 - mmdet - INFO - Epoch [27][1500/7330] lr: 1.000e-04, eta: 1 day, 5:43:51, time: 1.454, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1592, s0.loss_cls: 0.1373, s0.acc: 94.8552, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1854, s1.loss_cls: 0.0626, s1.acc: 95.3303, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0873, s2.loss_cls: 0.0327, s2.acc: 95.1252, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0415, loss: 0.9856 2022-05-15 14:09:22,552 - mmdet - INFO - Epoch [27][1550/7330] lr: 1.000e-04, eta: 1 day, 5:42:36, time: 1.462, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1502, s0.loss_cls: 0.1361, s0.acc: 94.8894, s0.loss_bbox: 0.0785, s0.loss_mask: 0.1821, s1.loss_cls: 0.0619, s1.acc: 95.3982, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0865, s2.loss_cls: 0.0315, s2.acc: 95.2541, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0410, loss: 0.9635 2022-05-15 14:10:36,099 - mmdet - INFO - Epoch [27][1600/7330] lr: 1.000e-04, eta: 1 day, 5:41:22, time: 1.471, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1528, s0.loss_cls: 0.1414, s0.acc: 94.7170, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1838, s1.loss_cls: 0.0654, s1.acc: 95.1734, s1.loss_bbox: 0.0935, s1.loss_mask: 0.0872, s2.loss_cls: 0.0334, s2.acc: 95.0568, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0411, loss: 0.9849 2022-05-15 14:11:48,756 - mmdet - INFO - Epoch [27][1650/7330] lr: 1.000e-04, eta: 1 day, 5:40:06, time: 1.453, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0259, loss_semantic_seg: 0.1510, s0.loss_cls: 0.1448, s0.acc: 94.6760, s0.loss_bbox: 0.0795, s0.loss_mask: 0.1824, s1.loss_cls: 0.0665, s1.acc: 95.0989, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0864, s2.loss_cls: 0.0340, s2.acc: 94.9544, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0412, loss: 0.9844 2022-05-15 14:13:01,826 - mmdet - INFO - Epoch [27][1700/7330] lr: 1.000e-04, eta: 1 day, 5:38:51, time: 1.461, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1550, s0.loss_cls: 0.1417, s0.acc: 94.7317, s0.loss_bbox: 0.0787, s0.loss_mask: 0.1794, s1.loss_cls: 0.0653, s1.acc: 95.1848, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0851, s2.loss_cls: 0.0337, s2.acc: 94.9571, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0403, loss: 0.9760 2022-05-15 14:14:15,750 - mmdet - INFO - Epoch [27][1750/7330] lr: 1.000e-04, eta: 1 day, 5:37:36, time: 1.478, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1513, s0.loss_cls: 0.1342, s0.acc: 94.9543, s0.loss_bbox: 0.0779, s0.loss_mask: 0.1818, s1.loss_cls: 0.0620, s1.acc: 95.3659, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0866, s2.loss_cls: 0.0318, s2.acc: 95.0931, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0410, loss: 0.9627 2022-05-15 14:15:30,046 - mmdet - INFO - Epoch [27][1800/7330] lr: 1.000e-04, eta: 1 day, 5:36:22, time: 1.486, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1539, s0.loss_cls: 0.1463, s0.acc: 94.5183, s0.loss_bbox: 0.0823, s0.loss_mask: 0.1863, s1.loss_cls: 0.0666, s1.acc: 94.9835, s1.loss_bbox: 0.0960, s1.loss_mask: 0.0889, s2.loss_cls: 0.0341, s2.acc: 94.8614, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0424, loss: 1.0035 2022-05-15 14:16:42,749 - mmdet - INFO - Epoch [27][1850/7330] lr: 1.000e-04, eta: 1 day, 5:35:07, time: 1.454, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1484, s0.loss_cls: 0.1379, s0.acc: 95.0229, s0.loss_bbox: 0.0794, s0.loss_mask: 0.1780, s1.loss_cls: 0.0615, s1.acc: 95.5973, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0845, s2.loss_cls: 0.0310, s2.acc: 95.4932, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0401, loss: 0.9526 2022-05-15 14:17:56,118 - mmdet - INFO - Epoch [27][1900/7330] lr: 1.000e-04, eta: 1 day, 5:33:52, time: 1.467, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1514, s0.loss_cls: 0.1405, s0.acc: 94.8289, s0.loss_bbox: 0.0782, s0.loss_mask: 0.1825, s1.loss_cls: 0.0654, s1.acc: 95.2134, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0862, s2.loss_cls: 0.0334, s2.acc: 95.0561, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0410, loss: 0.9736 2022-05-15 14:19:09,228 - mmdet - INFO - Epoch [27][1950/7330] lr: 1.000e-04, eta: 1 day, 5:32:37, time: 1.462, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1507, s0.loss_cls: 0.1429, s0.acc: 94.6328, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1852, s1.loss_cls: 0.0651, s1.acc: 95.1721, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0876, s2.loss_cls: 0.0334, s2.acc: 94.9703, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0413, loss: 0.9905 2022-05-15 14:20:22,300 - mmdet - INFO - Epoch [27][2000/7330] lr: 1.000e-04, eta: 1 day, 5:31:22, time: 1.461, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1507, s0.loss_cls: 0.1351, s0.acc: 95.0396, s0.loss_bbox: 0.0784, s0.loss_mask: 0.1850, s1.loss_cls: 0.0607, s1.acc: 95.6405, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0882, s2.loss_cls: 0.0313, s2.acc: 95.3663, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0422, loss: 0.9655 2022-05-15 14:21:35,062 - mmdet - INFO - Epoch [27][2050/7330] lr: 1.000e-04, eta: 1 day, 5:30:06, time: 1.455, data_time: 0.024, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1499, s0.loss_cls: 0.1393, s0.acc: 94.7483, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1866, s1.loss_cls: 0.0639, s1.acc: 95.2174, s1.loss_bbox: 0.0925, s1.loss_mask: 0.0880, s2.loss_cls: 0.0329, s2.acc: 95.0439, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0412, loss: 0.9788 2022-05-15 14:22:48,744 - mmdet - INFO - Epoch [27][2100/7330] lr: 1.000e-04, eta: 1 day, 5:28:51, time: 1.474, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1474, s0.loss_cls: 0.1332, s0.acc: 95.0620, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1743, s1.loss_cls: 0.0614, s1.acc: 95.4667, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0831, s2.loss_cls: 0.0314, s2.acc: 95.2503, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0396, loss: 0.9267 2022-05-15 14:24:02,566 - mmdet - INFO - Epoch [27][2150/7330] lr: 1.000e-04, eta: 1 day, 5:27:37, time: 1.475, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1480, s0.loss_cls: 0.1322, s0.acc: 95.0420, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1801, s1.loss_cls: 0.0593, s1.acc: 95.6076, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0851, s2.loss_cls: 0.0310, s2.acc: 95.3856, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0406, loss: 0.9473 2022-05-15 14:25:16,824 - mmdet - INFO - Epoch [27][2200/7330] lr: 1.000e-04, eta: 1 day, 5:26:22, time: 1.487, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1614, s0.loss_cls: 0.1412, s0.acc: 94.7725, s0.loss_bbox: 0.0803, s0.loss_mask: 0.1788, s1.loss_cls: 0.0645, s1.acc: 95.2129, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0850, s2.loss_cls: 0.0330, s2.acc: 95.0811, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0403, loss: 0.9773 2022-05-15 14:26:30,511 - mmdet - INFO - Epoch [27][2250/7330] lr: 1.000e-04, eta: 1 day, 5:25:07, time: 1.474, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1501, s0.loss_cls: 0.1303, s0.acc: 95.1870, s0.loss_bbox: 0.0783, s0.loss_mask: 0.1821, s1.loss_cls: 0.0583, s1.acc: 95.7183, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0859, s2.loss_cls: 0.0305, s2.acc: 95.4606, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0407, loss: 0.9476 2022-05-15 14:27:43,130 - mmdet - INFO - Epoch [27][2300/7330] lr: 1.000e-04, eta: 1 day, 5:23:52, time: 1.452, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1522, s0.loss_cls: 0.1382, s0.acc: 94.7893, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1857, s1.loss_cls: 0.0622, s1.acc: 95.3290, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0880, s2.loss_cls: 0.0320, s2.acc: 95.1365, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0416, loss: 0.9836 2022-05-15 14:28:55,896 - mmdet - INFO - Epoch [27][2350/7330] lr: 1.000e-04, eta: 1 day, 5:22:37, time: 1.455, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1552, s0.loss_cls: 0.1435, s0.acc: 94.7131, s0.loss_bbox: 0.0825, s0.loss_mask: 0.1830, s1.loss_cls: 0.0653, s1.acc: 95.1793, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0866, s2.loss_cls: 0.0337, s2.acc: 94.9154, s2.loss_bbox: 0.0631, s2.loss_mask: 0.0410, loss: 0.9929 2022-05-15 14:30:09,136 - mmdet - INFO - Epoch [27][2400/7330] lr: 1.000e-04, eta: 1 day, 5:21:22, time: 1.465, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1558, s0.loss_cls: 0.1400, s0.acc: 94.7974, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1804, s1.loss_cls: 0.0634, s1.acc: 95.2929, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0857, s2.loss_cls: 0.0322, s2.acc: 95.1574, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0405, loss: 0.9747 2022-05-15 14:31:22,150 - mmdet - INFO - Epoch [27][2450/7330] lr: 1.000e-04, eta: 1 day, 5:20:07, time: 1.460, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1502, s0.loss_cls: 0.1360, s0.acc: 94.9426, s0.loss_bbox: 0.0778, s0.loss_mask: 0.1800, s1.loss_cls: 0.0627, s1.acc: 95.3869, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0850, s2.loss_cls: 0.0319, s2.acc: 95.3146, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0402, loss: 0.9465 2022-05-15 14:32:35,677 - mmdet - INFO - Epoch [27][2500/7330] lr: 1.000e-04, eta: 1 day, 5:18:52, time: 1.471, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0258, loss_semantic_seg: 0.1502, s0.loss_cls: 0.1383, s0.acc: 94.8618, s0.loss_bbox: 0.0805, s0.loss_mask: 0.1857, s1.loss_cls: 0.0626, s1.acc: 95.2973, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0881, s2.loss_cls: 0.0318, s2.acc: 95.1785, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0417, loss: 0.9784 2022-05-15 14:33:48,959 - mmdet - INFO - Epoch [27][2550/7330] lr: 1.000e-04, eta: 1 day, 5:17:37, time: 1.466, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1471, s0.loss_cls: 0.1425, s0.acc: 94.6968, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1922, s1.loss_cls: 0.0662, s1.acc: 95.0707, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0910, s2.loss_cls: 0.0340, s2.acc: 94.9388, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0427, loss: 0.9966 2022-05-15 14:35:02,787 - mmdet - INFO - Epoch [27][2600/7330] lr: 1.000e-04, eta: 1 day, 5:16:22, time: 1.476, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1456, s0.loss_cls: 0.1429, s0.acc: 94.6970, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1822, s1.loss_cls: 0.0647, s1.acc: 95.2592, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0856, s2.loss_cls: 0.0332, s2.acc: 95.0713, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0406, loss: 0.9686 2022-05-15 14:36:15,275 - mmdet - INFO - Epoch [27][2650/7330] lr: 1.000e-04, eta: 1 day, 5:15:07, time: 1.450, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1547, s0.loss_cls: 0.1381, s0.acc: 94.9326, s0.loss_bbox: 0.0807, s0.loss_mask: 0.1769, s1.loss_cls: 0.0621, s1.acc: 95.4912, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0829, s2.loss_cls: 0.0319, s2.acc: 95.2721, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0392, loss: 0.9560 2022-05-15 14:37:28,347 - mmdet - INFO - Epoch [27][2700/7330] lr: 1.000e-04, eta: 1 day, 5:13:52, time: 1.461, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1600, s0.loss_cls: 0.1364, s0.acc: 94.9045, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1821, s1.loss_cls: 0.0619, s1.acc: 95.3846, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0859, s2.loss_cls: 0.0313, s2.acc: 95.2680, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0406, loss: 0.9724 2022-05-15 14:38:41,841 - mmdet - INFO - Epoch [27][2750/7330] lr: 1.000e-04, eta: 1 day, 5:12:37, time: 1.470, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0272, loss_semantic_seg: 0.1485, s0.loss_cls: 0.1384, s0.acc: 94.8071, s0.loss_bbox: 0.0809, s0.loss_mask: 0.1821, s1.loss_cls: 0.0628, s1.acc: 95.2551, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0858, s2.loss_cls: 0.0318, s2.acc: 95.1263, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0406, loss: 0.9736 2022-05-15 14:39:55,041 - mmdet - INFO - Epoch [27][2800/7330] lr: 1.000e-04, eta: 1 day, 5:11:22, time: 1.462, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1540, s0.loss_cls: 0.1376, s0.acc: 94.8430, s0.loss_bbox: 0.0809, s0.loss_mask: 0.1857, s1.loss_cls: 0.0620, s1.acc: 95.3860, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0881, s2.loss_cls: 0.0318, s2.acc: 95.0863, s2.loss_bbox: 0.0652, s2.loss_mask: 0.0419, loss: 0.9839 2022-05-15 14:41:08,391 - mmdet - INFO - Epoch [27][2850/7330] lr: 1.000e-04, eta: 1 day, 5:10:07, time: 1.469, data_time: 0.024, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1450, s0.loss_cls: 0.1381, s0.acc: 94.8005, s0.loss_bbox: 0.0805, s0.loss_mask: 0.1848, s1.loss_cls: 0.0629, s1.acc: 95.2587, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0871, s2.loss_cls: 0.0323, s2.acc: 95.0089, s2.loss_bbox: 0.0626, s2.loss_mask: 0.0413, loss: 0.9689 2022-05-15 14:42:22,057 - mmdet - INFO - Epoch [27][2900/7330] lr: 1.000e-04, eta: 1 day, 5:08:52, time: 1.473, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1591, s0.loss_cls: 0.1468, s0.acc: 94.5759, s0.loss_bbox: 0.0851, s0.loss_mask: 0.1910, s1.loss_cls: 0.0686, s1.acc: 94.9904, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0904, s2.loss_cls: 0.0350, s2.acc: 94.7750, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0427, loss: 1.0213 2022-05-15 14:43:34,930 - mmdet - INFO - Epoch [27][2950/7330] lr: 1.000e-04, eta: 1 day, 5:07:37, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1488, s0.loss_cls: 0.1421, s0.acc: 94.8689, s0.loss_bbox: 0.0793, s0.loss_mask: 0.1785, s1.loss_cls: 0.0642, s1.acc: 95.3352, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0839, s2.loss_cls: 0.0331, s2.acc: 95.0861, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0396, loss: 0.9656 2022-05-15 14:44:47,871 - mmdet - INFO - Epoch [27][3000/7330] lr: 1.000e-04, eta: 1 day, 5:06:22, time: 1.459, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1508, s0.loss_cls: 0.1309, s0.acc: 95.2832, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1803, s1.loss_cls: 0.0581, s1.acc: 95.8447, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0860, s2.loss_cls: 0.0305, s2.acc: 95.6548, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0407, loss: 0.9391 2022-05-15 14:46:01,410 - mmdet - INFO - Epoch [27][3050/7330] lr: 1.000e-04, eta: 1 day, 5:05:07, time: 1.471, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1505, s0.loss_cls: 0.1419, s0.acc: 94.7744, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1855, s1.loss_cls: 0.0645, s1.acc: 95.2919, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0881, s2.loss_cls: 0.0332, s2.acc: 94.9807, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0418, loss: 0.9942 2022-05-15 14:47:14,309 - mmdet - INFO - Epoch [27][3100/7330] lr: 1.000e-04, eta: 1 day, 5:03:52, time: 1.458, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1490, s0.loss_cls: 0.1382, s0.acc: 94.8342, s0.loss_bbox: 0.0808, s0.loss_mask: 0.1785, s1.loss_cls: 0.0610, s1.acc: 95.3265, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0849, s2.loss_cls: 0.0318, s2.acc: 95.1484, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0402, loss: 0.9587 2022-05-15 14:48:27,092 - mmdet - INFO - Epoch [27][3150/7330] lr: 1.000e-04, eta: 1 day, 5:02:37, time: 1.455, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1458, s0.loss_cls: 0.1409, s0.acc: 94.6584, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1859, s1.loss_cls: 0.0642, s1.acc: 95.2005, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0884, s2.loss_cls: 0.0327, s2.acc: 94.9264, s2.loss_bbox: 0.0651, s2.loss_mask: 0.0419, loss: 0.9892 2022-05-15 14:49:40,364 - mmdet - INFO - Epoch [27][3200/7330] lr: 1.000e-04, eta: 1 day, 5:01:22, time: 1.466, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1486, s0.loss_cls: 0.1413, s0.acc: 94.7222, s0.loss_bbox: 0.0810, s0.loss_mask: 0.1798, s1.loss_cls: 0.0649, s1.acc: 95.2156, s1.loss_bbox: 0.0932, s1.loss_mask: 0.0853, s2.loss_cls: 0.0331, s2.acc: 95.0137, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0404, loss: 0.9757 2022-05-15 14:50:52,902 - mmdet - INFO - Epoch [27][3250/7330] lr: 1.000e-04, eta: 1 day, 5:00:06, time: 1.451, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1535, s0.loss_cls: 0.1367, s0.acc: 94.8848, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1814, s1.loss_cls: 0.0621, s1.acc: 95.4247, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0860, s2.loss_cls: 0.0318, s2.acc: 95.2246, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0405, loss: 0.9718 2022-05-15 14:52:06,534 - mmdet - INFO - Epoch [27][3300/7330] lr: 1.000e-04, eta: 1 day, 4:58:52, time: 1.471, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1440, s0.loss_cls: 0.1384, s0.acc: 94.9011, s0.loss_bbox: 0.0781, s0.loss_mask: 0.1819, s1.loss_cls: 0.0633, s1.acc: 95.3810, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0865, s2.loss_cls: 0.0324, s2.acc: 95.2092, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0408, loss: 0.9579 2022-05-15 14:53:19,512 - mmdet - INFO - Epoch [27][3350/7330] lr: 1.000e-04, eta: 1 day, 4:57:36, time: 1.461, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1516, s0.loss_cls: 0.1418, s0.acc: 94.8088, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1804, s1.loss_cls: 0.0634, s1.acc: 95.3926, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0858, s2.loss_cls: 0.0325, s2.acc: 95.2861, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0405, loss: 0.9710 2022-05-15 14:54:33,034 - mmdet - INFO - Epoch [27][3400/7330] lr: 1.000e-04, eta: 1 day, 4:56:22, time: 1.471, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1486, s0.loss_cls: 0.1369, s0.acc: 94.8757, s0.loss_bbox: 0.0788, s0.loss_mask: 0.1808, s1.loss_cls: 0.0622, s1.acc: 95.3778, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0856, s2.loss_cls: 0.0320, s2.acc: 95.1611, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0406, loss: 0.9575 2022-05-15 14:55:46,793 - mmdet - INFO - Epoch [27][3450/7330] lr: 1.000e-04, eta: 1 day, 4:55:07, time: 1.475, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1425, s0.acc: 94.8225, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1814, s1.loss_cls: 0.0650, s1.acc: 95.3810, s1.loss_bbox: 0.0918, s1.loss_mask: 0.0856, s2.loss_cls: 0.0333, s2.acc: 95.1271, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0403, loss: 0.9809 2022-05-15 14:57:01,274 - mmdet - INFO - Epoch [27][3500/7330] lr: 1.000e-04, eta: 1 day, 4:53:52, time: 1.490, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1493, s0.loss_cls: 0.1486, s0.acc: 94.5735, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1881, s1.loss_cls: 0.0670, s1.acc: 95.0938, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0887, s2.loss_cls: 0.0349, s2.acc: 94.8310, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0422, loss: 1.0117 2022-05-15 14:58:15,513 - mmdet - INFO - Epoch [27][3550/7330] lr: 1.000e-04, eta: 1 day, 4:52:38, time: 1.485, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0279, loss_semantic_seg: 0.1576, s0.loss_cls: 0.1488, s0.acc: 94.5461, s0.loss_bbox: 0.0838, s0.loss_mask: 0.1825, s1.loss_cls: 0.0671, s1.acc: 95.0926, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0862, s2.loss_cls: 0.0342, s2.acc: 94.9355, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0409, loss: 1.0096 2022-05-15 14:59:27,913 - mmdet - INFO - Epoch [27][3600/7330] lr: 1.000e-04, eta: 1 day, 4:51:22, time: 1.448, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1476, s0.loss_cls: 0.1366, s0.acc: 94.8547, s0.loss_bbox: 0.0808, s0.loss_mask: 0.1848, s1.loss_cls: 0.0628, s1.acc: 95.3046, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0875, s2.loss_cls: 0.0330, s2.acc: 95.0257, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0415, loss: 0.9680 2022-05-15 15:00:40,903 - mmdet - INFO - Epoch [27][3650/7330] lr: 1.000e-04, eta: 1 day, 4:50:07, time: 1.459, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1525, s0.loss_cls: 0.1478, s0.acc: 94.5464, s0.loss_bbox: 0.0830, s0.loss_mask: 0.1835, s1.loss_cls: 0.0676, s1.acc: 95.0895, s1.loss_bbox: 0.0957, s1.loss_mask: 0.0864, s2.loss_cls: 0.0346, s2.acc: 94.8592, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0409, loss: 0.9983 2022-05-15 15:01:53,824 - mmdet - INFO - Epoch [27][3700/7330] lr: 1.000e-04, eta: 1 day, 4:48:52, time: 1.459, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1476, s0.loss_cls: 0.1379, s0.acc: 94.9900, s0.loss_bbox: 0.0770, s0.loss_mask: 0.1801, s1.loss_cls: 0.0638, s1.acc: 95.4060, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0851, s2.loss_cls: 0.0331, s2.acc: 95.1824, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0404, loss: 0.9592 2022-05-15 15:03:06,459 - mmdet - INFO - Epoch [27][3750/7330] lr: 1.000e-04, eta: 1 day, 4:47:37, time: 1.451, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1511, s0.loss_cls: 0.1419, s0.acc: 94.7314, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1862, s1.loss_cls: 0.0654, s1.acc: 95.2806, s1.loss_bbox: 0.0929, s1.loss_mask: 0.0876, s2.loss_cls: 0.0333, s2.acc: 95.1380, s2.loss_bbox: 0.0624, s2.loss_mask: 0.0415, loss: 0.9889 2022-05-15 15:04:20,227 - mmdet - INFO - Epoch [27][3800/7330] lr: 1.000e-04, eta: 1 day, 4:46:22, time: 1.477, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1617, s0.loss_cls: 0.1468, s0.acc: 94.6851, s0.loss_bbox: 0.0829, s0.loss_mask: 0.1868, s1.loss_cls: 0.0667, s1.acc: 95.1302, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0878, s2.loss_cls: 0.0344, s2.acc: 94.9180, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0416, loss: 1.0083 2022-05-15 15:05:32,923 - mmdet - INFO - Epoch [27][3850/7330] lr: 1.000e-04, eta: 1 day, 4:45:07, time: 1.454, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0265, loss_semantic_seg: 0.1624, s0.loss_cls: 0.1493, s0.acc: 94.4690, s0.loss_bbox: 0.0866, s0.loss_mask: 0.1870, s1.loss_cls: 0.0682, s1.acc: 94.9569, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0880, s2.loss_cls: 0.0349, s2.acc: 94.6459, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0416, loss: 1.0240 2022-05-15 15:06:46,080 - mmdet - INFO - Epoch [27][3900/7330] lr: 1.000e-04, eta: 1 day, 4:43:52, time: 1.463, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1602, s0.loss_cls: 0.1410, s0.acc: 94.8047, s0.loss_bbox: 0.0842, s0.loss_mask: 0.1839, s1.loss_cls: 0.0641, s1.acc: 95.3205, s1.loss_bbox: 0.0958, s1.loss_mask: 0.0871, s2.loss_cls: 0.0331, s2.acc: 95.1034, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0411, loss: 0.9935 2022-05-15 15:07:59,642 - mmdet - INFO - Epoch [27][3950/7330] lr: 1.000e-04, eta: 1 day, 4:42:37, time: 1.472, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1463, s0.loss_cls: 0.1379, s0.acc: 94.9023, s0.loss_bbox: 0.0771, s0.loss_mask: 0.1764, s1.loss_cls: 0.0626, s1.acc: 95.5198, s1.loss_bbox: 0.0891, s1.loss_mask: 0.0834, s2.loss_cls: 0.0320, s2.acc: 95.3213, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0396, loss: 0.9447 2022-05-15 15:09:12,697 - mmdet - INFO - Epoch [27][4000/7330] lr: 1.000e-04, eta: 1 day, 4:41:22, time: 1.461, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1560, s0.loss_cls: 0.1421, s0.acc: 94.7725, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1821, s1.loss_cls: 0.0651, s1.acc: 95.2836, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0864, s2.loss_cls: 0.0333, s2.acc: 95.0115, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0409, loss: 0.9787 2022-05-15 15:10:25,749 - mmdet - INFO - Epoch [27][4050/7330] lr: 1.000e-04, eta: 1 day, 4:40:07, time: 1.461, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1522, s0.loss_cls: 0.1465, s0.acc: 94.5862, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1850, s1.loss_cls: 0.0674, s1.acc: 95.0204, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0875, s2.loss_cls: 0.0346, s2.acc: 94.9246, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0416, loss: 0.9983 2022-05-15 15:11:38,871 - mmdet - INFO - Epoch [27][4100/7330] lr: 1.000e-04, eta: 1 day, 4:38:52, time: 1.463, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1524, s0.loss_cls: 0.1461, s0.acc: 94.5183, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1811, s1.loss_cls: 0.0668, s1.acc: 94.9781, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0853, s2.loss_cls: 0.0345, s2.acc: 94.8273, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0399, loss: 0.9830 2022-05-15 15:12:52,384 - mmdet - INFO - Epoch [27][4150/7330] lr: 1.000e-04, eta: 1 day, 4:37:37, time: 1.470, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1476, s0.acc: 94.5735, s0.loss_bbox: 0.0822, s0.loss_mask: 0.1858, s1.loss_cls: 0.0660, s1.acc: 95.2061, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0885, s2.loss_cls: 0.0343, s2.acc: 94.9711, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0420, loss: 1.0076 2022-05-15 15:14:04,720 - mmdet - INFO - Epoch [27][4200/7330] lr: 1.000e-04, eta: 1 day, 4:36:22, time: 1.446, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1580, s0.loss_cls: 0.1369, s0.acc: 94.9041, s0.loss_bbox: 0.0785, s0.loss_mask: 0.1815, s1.loss_cls: 0.0629, s1.acc: 95.3152, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0859, s2.loss_cls: 0.0328, s2.acc: 95.0330, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0407, loss: 0.9700 2022-05-15 15:15:19,568 - mmdet - INFO - Epoch [27][4250/7330] lr: 1.000e-04, eta: 1 day, 4:35:08, time: 1.497, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1598, s0.loss_cls: 0.1497, s0.acc: 94.5420, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1838, s1.loss_cls: 0.0684, s1.acc: 95.0167, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0866, s2.loss_cls: 0.0349, s2.acc: 94.8462, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0407, loss: 1.0050 2022-05-15 15:16:32,674 - mmdet - INFO - Epoch [27][4300/7330] lr: 1.000e-04, eta: 1 day, 4:33:52, time: 1.462, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1560, s0.loss_cls: 0.1374, s0.acc: 94.9968, s0.loss_bbox: 0.0781, s0.loss_mask: 0.1794, s1.loss_cls: 0.0620, s1.acc: 95.6232, s1.loss_bbox: 0.0911, s1.loss_mask: 0.0850, s2.loss_cls: 0.0324, s2.acc: 95.3437, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0403, loss: 0.9655 2022-05-15 15:17:46,487 - mmdet - INFO - Epoch [27][4350/7330] lr: 1.000e-04, eta: 1 day, 4:32:38, time: 1.474, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1546, s0.loss_cls: 0.1464, s0.acc: 94.4910, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1836, s1.loss_cls: 0.0668, s1.acc: 94.9452, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0866, s2.loss_cls: 0.0342, s2.acc: 94.7260, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0411, loss: 0.9923 2022-05-15 15:19:00,598 - mmdet - INFO - Epoch [27][4400/7330] lr: 1.000e-04, eta: 1 day, 4:31:23, time: 1.484, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1478, s0.loss_cls: 0.1402, s0.acc: 94.8762, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1792, s1.loss_cls: 0.0631, s1.acc: 95.3786, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0853, s2.loss_cls: 0.0321, s2.acc: 95.2896, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0407, loss: 0.9592 2022-05-15 15:20:14,051 - mmdet - INFO - Epoch [27][4450/7330] lr: 1.000e-04, eta: 1 day, 4:30:08, time: 1.469, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1544, s0.loss_cls: 0.1451, s0.acc: 94.5190, s0.loss_bbox: 0.0867, s0.loss_mask: 0.1857, s1.loss_cls: 0.0667, s1.acc: 95.0651, s1.loss_bbox: 0.0963, s1.loss_mask: 0.0876, s2.loss_cls: 0.0342, s2.acc: 94.7393, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0417, loss: 1.0063 2022-05-15 15:21:27,624 - mmdet - INFO - Epoch [27][4500/7330] lr: 1.000e-04, eta: 1 day, 4:28:53, time: 1.471, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1580, s0.loss_cls: 0.1448, s0.acc: 94.5818, s0.loss_bbox: 0.0853, s0.loss_mask: 0.1862, s1.loss_cls: 0.0656, s1.acc: 95.1975, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0876, s2.loss_cls: 0.0338, s2.acc: 94.9285, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0415, loss: 1.0032 2022-05-15 15:22:41,198 - mmdet - INFO - Epoch [27][4550/7330] lr: 1.000e-04, eta: 1 day, 4:27:38, time: 1.472, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1574, s0.loss_cls: 0.1481, s0.acc: 94.4048, s0.loss_bbox: 0.0854, s0.loss_mask: 0.1818, s1.loss_cls: 0.0680, s1.acc: 94.8421, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0864, s2.loss_cls: 0.0350, s2.acc: 94.7173, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0411, loss: 1.0061 2022-05-15 15:23:55,687 - mmdet - INFO - Epoch [27][4600/7330] lr: 1.000e-04, eta: 1 day, 4:26:24, time: 1.490, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0254, loss_semantic_seg: 0.1583, s0.loss_cls: 0.1432, s0.acc: 94.6160, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1849, s1.loss_cls: 0.0665, s1.acc: 95.0584, s1.loss_bbox: 0.0937, s1.loss_mask: 0.0877, s2.loss_cls: 0.0343, s2.acc: 94.8418, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0417, loss: 0.9985 2022-05-15 15:25:09,418 - mmdet - INFO - Epoch [27][4650/7330] lr: 1.000e-04, eta: 1 day, 4:25:09, time: 1.475, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0255, loss_semantic_seg: 0.1533, s0.loss_cls: 0.1439, s0.acc: 94.7080, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1830, s1.loss_cls: 0.0656, s1.acc: 95.2298, s1.loss_bbox: 0.0933, s1.loss_mask: 0.0859, s2.loss_cls: 0.0337, s2.acc: 94.9984, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0405, loss: 0.9883 2022-05-15 15:26:23,721 - mmdet - INFO - Epoch [27][4700/7330] lr: 1.000e-04, eta: 1 day, 4:23:55, time: 1.486, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1497, s0.loss_cls: 0.1497, s0.acc: 94.4854, s0.loss_bbox: 0.0863, s0.loss_mask: 0.1882, s1.loss_cls: 0.0685, s1.acc: 94.9746, s1.loss_bbox: 0.0999, s1.loss_mask: 0.0886, s2.loss_cls: 0.0350, s2.acc: 94.7723, s2.loss_bbox: 0.0649, s2.loss_mask: 0.0417, loss: 1.0128 2022-05-15 15:27:37,077 - mmdet - INFO - Epoch [27][4750/7330] lr: 1.000e-04, eta: 1 day, 4:22:40, time: 1.467, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0263, loss_semantic_seg: 0.1523, s0.loss_cls: 0.1447, s0.acc: 94.5657, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1844, s1.loss_cls: 0.0681, s1.acc: 94.9542, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0876, s2.loss_cls: 0.0348, s2.acc: 94.7742, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0414, loss: 0.9958 2022-05-15 15:28:50,349 - mmdet - INFO - Epoch [27][4800/7330] lr: 1.000e-04, eta: 1 day, 4:21:25, time: 1.466, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1552, s0.loss_cls: 0.1471, s0.acc: 94.6292, s0.loss_bbox: 0.0806, s0.loss_mask: 0.1846, s1.loss_cls: 0.0684, s1.acc: 95.1116, s1.loss_bbox: 0.0910, s1.loss_mask: 0.0873, s2.loss_cls: 0.0343, s2.acc: 95.0110, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0414, loss: 0.9953 2022-05-15 15:30:03,825 - mmdet - INFO - Epoch [27][4850/7330] lr: 1.000e-04, eta: 1 day, 4:20:10, time: 1.469, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1569, s0.loss_cls: 0.1440, s0.acc: 94.7075, s0.loss_bbox: 0.0793, s0.loss_mask: 0.1796, s1.loss_cls: 0.0648, s1.acc: 95.2344, s1.loss_bbox: 0.0930, s1.loss_mask: 0.0856, s2.loss_cls: 0.0339, s2.acc: 94.9809, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0403, loss: 0.9810 2022-05-15 15:31:18,507 - mmdet - INFO - Epoch [27][4900/7330] lr: 1.000e-04, eta: 1 day, 4:18:55, time: 1.494, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1513, s0.loss_cls: 0.1434, s0.acc: 94.7058, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1884, s1.loss_cls: 0.0667, s1.acc: 95.1303, s1.loss_bbox: 0.0947, s1.loss_mask: 0.0894, s2.loss_cls: 0.0345, s2.acc: 94.9321, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0421, loss: 0.9981 2022-05-15 15:32:31,716 - mmdet - INFO - Epoch [27][4950/7330] lr: 1.000e-04, eta: 1 day, 4:17:40, time: 1.463, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1534, s0.loss_cls: 0.1354, s0.acc: 95.0300, s0.loss_bbox: 0.0770, s0.loss_mask: 0.1860, s1.loss_cls: 0.0629, s1.acc: 95.4243, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0885, s2.loss_cls: 0.0323, s2.acc: 95.2223, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0421, loss: 0.9712 2022-05-15 15:33:44,570 - mmdet - INFO - Epoch [27][5000/7330] lr: 1.000e-04, eta: 1 day, 4:16:25, time: 1.458, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1537, s0.loss_cls: 0.1386, s0.acc: 94.8757, s0.loss_bbox: 0.0828, s0.loss_mask: 0.1838, s1.loss_cls: 0.0609, s1.acc: 95.4427, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0873, s2.loss_cls: 0.0313, s2.acc: 95.2948, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0416, loss: 0.9767 2022-05-15 15:34:58,309 - mmdet - INFO - Epoch [27][5050/7330] lr: 1.000e-04, eta: 1 day, 4:15:11, time: 1.475, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1589, s0.loss_cls: 0.1457, s0.acc: 94.6765, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1834, s1.loss_cls: 0.0675, s1.acc: 95.0956, s1.loss_bbox: 0.0941, s1.loss_mask: 0.0870, s2.loss_cls: 0.0343, s2.acc: 94.8816, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0414, loss: 1.0024 2022-05-15 15:36:12,658 - mmdet - INFO - Epoch [27][5100/7330] lr: 1.000e-04, eta: 1 day, 4:13:56, time: 1.487, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1510, s0.loss_cls: 0.1419, s0.acc: 94.6797, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1874, s1.loss_cls: 0.0655, s1.acc: 95.1148, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0890, s2.loss_cls: 0.0333, s2.acc: 94.9576, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0421, loss: 0.9939 2022-05-15 15:37:26,904 - mmdet - INFO - Epoch [27][5150/7330] lr: 1.000e-04, eta: 1 day, 4:12:41, time: 1.485, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1528, s0.loss_cls: 0.1429, s0.acc: 94.7625, s0.loss_bbox: 0.0785, s0.loss_mask: 0.1779, s1.loss_cls: 0.0652, s1.acc: 95.2837, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0844, s2.loss_cls: 0.0334, s2.acc: 95.0678, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0402, loss: 0.9672 2022-05-15 15:38:40,874 - mmdet - INFO - Epoch [27][5200/7330] lr: 1.000e-04, eta: 1 day, 4:11:27, time: 1.479, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1551, s0.loss_cls: 0.1392, s0.acc: 94.8608, s0.loss_bbox: 0.0789, s0.loss_mask: 0.1768, s1.loss_cls: 0.0627, s1.acc: 95.3497, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0837, s2.loss_cls: 0.0320, s2.acc: 95.2210, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0397, loss: 0.9594 2022-05-15 15:39:54,143 - mmdet - INFO - Epoch [27][5250/7330] lr: 1.000e-04, eta: 1 day, 4:10:12, time: 1.465, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1552, s0.loss_cls: 0.1359, s0.acc: 94.8948, s0.loss_bbox: 0.0804, s0.loss_mask: 0.1810, s1.loss_cls: 0.0619, s1.acc: 95.3783, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0860, s2.loss_cls: 0.0318, s2.acc: 95.2813, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0407, loss: 0.9705 2022-05-15 15:41:07,485 - mmdet - INFO - Epoch [27][5300/7330] lr: 1.000e-04, eta: 1 day, 4:08:57, time: 1.467, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1504, s0.loss_cls: 0.1407, s0.acc: 94.8169, s0.loss_bbox: 0.0778, s0.loss_mask: 0.1790, s1.loss_cls: 0.0642, s1.acc: 95.2643, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0851, s2.loss_cls: 0.0330, s2.acc: 95.0296, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0406, loss: 0.9609 2022-05-15 15:42:21,427 - mmdet - INFO - Epoch [27][5350/7330] lr: 1.000e-04, eta: 1 day, 4:07:42, time: 1.479, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1569, s0.loss_cls: 0.1362, s0.acc: 95.0005, s0.loss_bbox: 0.0768, s0.loss_mask: 0.1835, s1.loss_cls: 0.0613, s1.acc: 95.5353, s1.loss_bbox: 0.0897, s1.loss_mask: 0.0867, s2.loss_cls: 0.0316, s2.acc: 95.2956, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0411, loss: 0.9664 2022-05-15 15:43:35,132 - mmdet - INFO - Epoch [27][5400/7330] lr: 1.000e-04, eta: 1 day, 4:06:27, time: 1.475, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0260, loss_semantic_seg: 0.1540, s0.loss_cls: 0.1392, s0.acc: 94.7693, s0.loss_bbox: 0.0809, s0.loss_mask: 0.1886, s1.loss_cls: 0.0632, s1.acc: 95.2670, s1.loss_bbox: 0.0928, s1.loss_mask: 0.0899, s2.loss_cls: 0.0328, s2.acc: 95.0682, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0429, loss: 0.9908 2022-05-15 15:44:48,485 - mmdet - INFO - Epoch [27][5450/7330] lr: 1.000e-04, eta: 1 day, 4:05:12, time: 1.466, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1610, s0.loss_cls: 0.1445, s0.acc: 94.6951, s0.loss_bbox: 0.0831, s0.loss_mask: 0.1853, s1.loss_cls: 0.0651, s1.acc: 95.2552, s1.loss_bbox: 0.0944, s1.loss_mask: 0.0866, s2.loss_cls: 0.0330, s2.acc: 95.0212, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0408, loss: 0.9973 2022-05-15 15:46:01,547 - mmdet - INFO - Epoch [27][5500/7330] lr: 1.000e-04, eta: 1 day, 4:03:57, time: 1.462, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1522, s0.loss_cls: 0.1329, s0.acc: 95.0659, s0.loss_bbox: 0.0793, s0.loss_mask: 0.1787, s1.loss_cls: 0.0597, s1.acc: 95.5508, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0844, s2.loss_cls: 0.0312, s2.acc: 95.3294, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0399, loss: 0.9539 2022-05-15 15:47:15,539 - mmdet - INFO - Epoch [27][5550/7330] lr: 1.000e-04, eta: 1 day, 4:02:43, time: 1.480, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1616, s0.loss_cls: 0.1426, s0.acc: 94.6541, s0.loss_bbox: 0.0817, s0.loss_mask: 0.1861, s1.loss_cls: 0.0650, s1.acc: 95.1288, s1.loss_bbox: 0.0936, s1.loss_mask: 0.0879, s2.loss_cls: 0.0329, s2.acc: 94.9823, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0414, loss: 0.9967 2022-05-15 15:48:28,845 - mmdet - INFO - Epoch [27][5600/7330] lr: 1.000e-04, eta: 1 day, 4:01:28, time: 1.466, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1496, s0.loss_cls: 0.1415, s0.acc: 94.7673, s0.loss_bbox: 0.0821, s0.loss_mask: 0.1816, s1.loss_cls: 0.0637, s1.acc: 95.3153, s1.loss_bbox: 0.0914, s1.loss_mask: 0.0865, s2.loss_cls: 0.0326, s2.acc: 95.1708, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0412, loss: 0.9745 2022-05-15 15:49:42,161 - mmdet - INFO - Epoch [27][5650/7330] lr: 1.000e-04, eta: 1 day, 4:00:13, time: 1.466, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1455, s0.loss_cls: 0.1355, s0.acc: 94.9890, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1768, s1.loss_cls: 0.0615, s1.acc: 95.4635, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0836, s2.loss_cls: 0.0313, s2.acc: 95.3275, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0399, loss: 0.9366 2022-05-15 15:50:55,629 - mmdet - INFO - Epoch [27][5700/7330] lr: 1.000e-04, eta: 1 day, 3:58:58, time: 1.469, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1552, s0.loss_cls: 0.1465, s0.acc: 94.6970, s0.loss_bbox: 0.0827, s0.loss_mask: 0.1871, s1.loss_cls: 0.0665, s1.acc: 95.2027, s1.loss_bbox: 0.0940, s1.loss_mask: 0.0877, s2.loss_cls: 0.0336, s2.acc: 94.9417, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0415, loss: 0.9991 2022-05-15 15:52:08,653 - mmdet - INFO - Epoch [27][5750/7330] lr: 1.000e-04, eta: 1 day, 3:57:43, time: 1.460, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1645, s0.loss_cls: 0.1433, s0.acc: 94.7983, s0.loss_bbox: 0.0773, s0.loss_mask: 0.1811, s1.loss_cls: 0.0653, s1.acc: 95.2847, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0859, s2.loss_cls: 0.0336, s2.acc: 95.0689, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0407, loss: 0.9854 2022-05-15 15:53:22,325 - mmdet - INFO - Epoch [27][5800/7330] lr: 1.000e-04, eta: 1 day, 3:56:28, time: 1.474, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1568, s0.loss_cls: 0.1407, s0.acc: 94.7686, s0.loss_bbox: 0.0813, s0.loss_mask: 0.1839, s1.loss_cls: 0.0638, s1.acc: 95.3071, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0874, s2.loss_cls: 0.0322, s2.acc: 95.1682, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0416, loss: 0.9817 2022-05-15 15:54:36,553 - mmdet - INFO - Epoch [27][5850/7330] lr: 1.000e-04, eta: 1 day, 3:55:13, time: 1.484, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1539, s0.loss_cls: 0.1476, s0.acc: 94.5254, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1847, s1.loss_cls: 0.0671, s1.acc: 95.0000, s1.loss_bbox: 0.0973, s1.loss_mask: 0.0874, s2.loss_cls: 0.0352, s2.acc: 94.8368, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0411, loss: 1.0042 2022-05-15 15:55:49,732 - mmdet - INFO - Epoch [27][5900/7330] lr: 1.000e-04, eta: 1 day, 3:53:59, time: 1.463, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1647, s0.loss_cls: 0.1399, s0.acc: 94.8591, s0.loss_bbox: 0.0801, s0.loss_mask: 0.1808, s1.loss_cls: 0.0642, s1.acc: 95.3037, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0859, s2.loss_cls: 0.0333, s2.acc: 95.0455, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0409, loss: 0.9795 2022-05-15 15:57:02,737 - mmdet - INFO - Epoch [27][5950/7330] lr: 1.000e-04, eta: 1 day, 3:52:44, time: 1.460, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1509, s0.loss_cls: 0.1480, s0.acc: 94.6167, s0.loss_bbox: 0.0860, s0.loss_mask: 0.1884, s1.loss_cls: 0.0670, s1.acc: 95.1045, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0893, s2.loss_cls: 0.0345, s2.acc: 94.8503, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0424, loss: 1.0093 2022-05-15 15:58:15,570 - mmdet - INFO - Epoch [27][6000/7330] lr: 1.000e-04, eta: 1 day, 3:51:28, time: 1.456, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1436, s0.loss_cls: 0.1386, s0.acc: 94.9016, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1806, s1.loss_cls: 0.0619, s1.acc: 95.5366, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0857, s2.loss_cls: 0.0323, s2.acc: 95.2769, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0406, loss: 0.9692 2022-05-15 15:59:28,491 - mmdet - INFO - Epoch [27][6050/7330] lr: 1.000e-04, eta: 1 day, 3:50:13, time: 1.458, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1442, s0.loss_cls: 0.1463, s0.acc: 94.5969, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1901, s1.loss_cls: 0.0670, s1.acc: 95.0044, s1.loss_bbox: 0.0975, s1.loss_mask: 0.0896, s2.loss_cls: 0.0340, s2.acc: 94.9440, s2.loss_bbox: 0.0644, s2.loss_mask: 0.0426, loss: 1.0016 2022-05-15 16:00:42,730 - mmdet - INFO - Epoch [27][6100/7330] lr: 1.000e-04, eta: 1 day, 3:48:59, time: 1.485, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1596, s0.loss_cls: 0.1432, s0.acc: 94.7083, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1803, s1.loss_cls: 0.0655, s1.acc: 95.2565, s1.loss_bbox: 0.0954, s1.loss_mask: 0.0861, s2.loss_cls: 0.0331, s2.acc: 95.1006, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0406, loss: 0.9897 2022-05-15 16:01:56,316 - mmdet - INFO - Epoch [27][6150/7330] lr: 1.000e-04, eta: 1 day, 3:47:44, time: 1.472, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1549, s0.loss_cls: 0.1438, s0.acc: 94.6260, s0.loss_bbox: 0.0836, s0.loss_mask: 0.1868, s1.loss_cls: 0.0659, s1.acc: 95.1369, s1.loss_bbox: 0.0961, s1.loss_mask: 0.0894, s2.loss_cls: 0.0345, s2.acc: 94.8670, s2.loss_bbox: 0.0643, s2.loss_mask: 0.0423, loss: 1.0045 2022-05-15 16:03:09,266 - mmdet - INFO - Epoch [27][6200/7330] lr: 1.000e-04, eta: 1 day, 3:46:29, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1549, s0.loss_cls: 0.1396, s0.acc: 94.8149, s0.loss_bbox: 0.0789, s0.loss_mask: 0.1834, s1.loss_cls: 0.0640, s1.acc: 95.3302, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0871, s2.loss_cls: 0.0324, s2.acc: 95.0892, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0411, loss: 0.9788 2022-05-15 16:04:23,661 - mmdet - INFO - Epoch [27][6250/7330] lr: 1.000e-04, eta: 1 day, 3:45:14, time: 1.490, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1561, s0.loss_cls: 0.1475, s0.acc: 94.5310, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1830, s1.loss_cls: 0.0683, s1.acc: 94.9747, s1.loss_bbox: 0.0953, s1.loss_mask: 0.0869, s2.loss_cls: 0.0353, s2.acc: 94.7590, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0414, loss: 1.0023 2022-05-15 16:05:37,600 - mmdet - INFO - Epoch [27][6300/7330] lr: 1.000e-04, eta: 1 day, 3:44:00, time: 1.479, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0248, loss_semantic_seg: 0.1497, s0.loss_cls: 0.1435, s0.acc: 94.7668, s0.loss_bbox: 0.0800, s0.loss_mask: 0.1803, s1.loss_cls: 0.0649, s1.acc: 95.2954, s1.loss_bbox: 0.0926, s1.loss_mask: 0.0851, s2.loss_cls: 0.0329, s2.acc: 95.1686, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0405, loss: 0.9737 2022-05-15 16:06:50,714 - mmdet - INFO - Epoch [27][6350/7330] lr: 1.000e-04, eta: 1 day, 3:42:45, time: 1.462, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1520, s0.loss_cls: 0.1464, s0.acc: 94.5449, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1863, s1.loss_cls: 0.0682, s1.acc: 94.9247, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0882, s2.loss_cls: 0.0350, s2.acc: 94.6493, s2.loss_bbox: 0.0639, s2.loss_mask: 0.0418, loss: 0.9993 2022-05-15 16:08:03,989 - mmdet - INFO - Epoch [27][6400/7330] lr: 1.000e-04, eta: 1 day, 3:41:30, time: 1.466, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1517, s0.loss_cls: 0.1498, s0.acc: 94.4844, s0.loss_bbox: 0.0864, s0.loss_mask: 0.1879, s1.loss_cls: 0.0675, s1.acc: 94.9613, s1.loss_bbox: 0.0981, s1.loss_mask: 0.0890, s2.loss_cls: 0.0346, s2.acc: 94.7451, s2.loss_bbox: 0.0642, s2.loss_mask: 0.0422, loss: 1.0130 2022-05-15 16:09:16,796 - mmdet - INFO - Epoch [27][6450/7330] lr: 1.000e-04, eta: 1 day, 3:40:15, time: 1.456, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0250, loss_semantic_seg: 0.1519, s0.loss_cls: 0.1426, s0.acc: 94.7485, s0.loss_bbox: 0.0816, s0.loss_mask: 0.1835, s1.loss_cls: 0.0644, s1.acc: 95.3229, s1.loss_bbox: 0.0950, s1.loss_mask: 0.0868, s2.loss_cls: 0.0335, s2.acc: 95.0233, s2.loss_bbox: 0.0638, s2.loss_mask: 0.0414, loss: 0.9897 2022-05-15 16:10:30,084 - mmdet - INFO - Epoch [27][6500/7330] lr: 1.000e-04, eta: 1 day, 3:39:00, time: 1.466, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1479, s0.loss_cls: 0.1390, s0.acc: 94.9023, s0.loss_bbox: 0.0806, s0.loss_mask: 0.1785, s1.loss_cls: 0.0636, s1.acc: 95.3214, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0846, s2.loss_cls: 0.0325, s2.acc: 95.1644, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0399, loss: 0.9617 2022-05-15 16:11:44,212 - mmdet - INFO - Epoch [27][6550/7330] lr: 1.000e-04, eta: 1 day, 3:37:45, time: 1.482, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1514, s0.loss_cls: 0.1408, s0.acc: 94.7190, s0.loss_bbox: 0.0819, s0.loss_mask: 0.1880, s1.loss_cls: 0.0641, s1.acc: 95.2513, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0885, s2.loss_cls: 0.0328, s2.acc: 95.0425, s2.loss_bbox: 0.0632, s2.loss_mask: 0.0420, loss: 0.9894 2022-05-15 16:12:57,386 - mmdet - INFO - Epoch [27][6600/7330] lr: 1.000e-04, eta: 1 day, 3:36:30, time: 1.464, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1458, s0.loss_cls: 0.1374, s0.acc: 94.8306, s0.loss_bbox: 0.0826, s0.loss_mask: 0.1823, s1.loss_cls: 0.0628, s1.acc: 95.3452, s1.loss_bbox: 0.0948, s1.loss_mask: 0.0860, s2.loss_cls: 0.0319, s2.acc: 95.1622, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0408, loss: 0.9690 2022-05-15 16:14:10,587 - mmdet - INFO - Epoch [27][6650/7330] lr: 1.000e-04, eta: 1 day, 3:35:15, time: 1.464, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1585, s0.loss_cls: 0.1437, s0.acc: 94.6724, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1962, s1.loss_cls: 0.0658, s1.acc: 95.1056, s1.loss_bbox: 0.0969, s1.loss_mask: 0.0925, s2.loss_cls: 0.0334, s2.acc: 94.9559, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0437, loss: 1.0172 2022-05-15 16:15:24,188 - mmdet - INFO - Epoch [27][6700/7330] lr: 1.000e-04, eta: 1 day, 3:34:00, time: 1.472, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1583, s0.loss_cls: 0.1414, s0.acc: 94.7437, s0.loss_bbox: 0.0814, s0.loss_mask: 0.1834, s1.loss_cls: 0.0643, s1.acc: 95.2763, s1.loss_bbox: 0.0945, s1.loss_mask: 0.0869, s2.loss_cls: 0.0329, s2.acc: 95.1010, s2.loss_bbox: 0.0627, s2.loss_mask: 0.0413, loss: 0.9911 2022-05-15 16:16:37,616 - mmdet - INFO - Epoch [27][6750/7330] lr: 1.000e-04, eta: 1 day, 3:32:46, time: 1.469, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1594, s0.loss_cls: 0.1458, s0.acc: 94.7095, s0.loss_bbox: 0.0847, s0.loss_mask: 0.1854, s1.loss_cls: 0.0668, s1.acc: 95.2349, s1.loss_bbox: 0.0962, s1.loss_mask: 0.0876, s2.loss_cls: 0.0343, s2.acc: 94.9718, s2.loss_bbox: 0.0635, s2.loss_mask: 0.0413, loss: 1.0066 2022-05-15 16:17:51,115 - mmdet - INFO - Epoch [27][6800/7330] lr: 1.000e-04, eta: 1 day, 3:31:31, time: 1.470, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1608, s0.loss_cls: 0.1456, s0.acc: 94.6238, s0.loss_bbox: 0.0808, s0.loss_mask: 0.1836, s1.loss_cls: 0.0659, s1.acc: 95.0860, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0867, s2.loss_cls: 0.0334, s2.acc: 94.9916, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0412, loss: 0.9920 2022-05-15 16:19:04,675 - mmdet - INFO - Epoch [27][6850/7330] lr: 1.000e-04, eta: 1 day, 3:30:16, time: 1.472, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0256, loss_semantic_seg: 0.1508, s0.loss_cls: 0.1440, s0.acc: 94.6687, s0.loss_bbox: 0.0834, s0.loss_mask: 0.1846, s1.loss_cls: 0.0658, s1.acc: 95.0542, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0866, s2.loss_cls: 0.0335, s2.acc: 94.8866, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0411, loss: 0.9899 2022-05-15 16:20:18,273 - mmdet - INFO - Epoch [27][6900/7330] lr: 1.000e-04, eta: 1 day, 3:29:01, time: 1.472, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0264, loss_semantic_seg: 0.1634, s0.loss_cls: 0.1383, s0.acc: 94.9094, s0.loss_bbox: 0.0778, s0.loss_mask: 0.1837, s1.loss_cls: 0.0629, s1.acc: 95.3716, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0868, s2.loss_cls: 0.0315, s2.acc: 95.2860, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0413, loss: 0.9792 2022-05-15 16:21:31,606 - mmdet - INFO - Epoch [27][6950/7330] lr: 1.000e-04, eta: 1 day, 3:27:46, time: 1.467, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0253, loss_semantic_seg: 0.1618, s0.loss_cls: 0.1429, s0.acc: 94.7629, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1831, s1.loss_cls: 0.0648, s1.acc: 95.2959, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0861, s2.loss_cls: 0.0333, s2.acc: 95.0929, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0409, loss: 0.9948 2022-05-15 16:22:45,584 - mmdet - INFO - Epoch [27][7000/7330] lr: 1.000e-04, eta: 1 day, 3:26:31, time: 1.479, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0247, loss_semantic_seg: 0.1487, s0.loss_cls: 0.1387, s0.acc: 94.8804, s0.loss_bbox: 0.0808, s0.loss_mask: 0.1837, s1.loss_cls: 0.0643, s1.acc: 95.3179, s1.loss_bbox: 0.0908, s1.loss_mask: 0.0859, s2.loss_cls: 0.0323, s2.acc: 95.1694, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0405, loss: 0.9665 2022-05-15 16:23:58,713 - mmdet - INFO - Epoch [27][7050/7330] lr: 1.000e-04, eta: 1 day, 3:25:17, time: 1.463, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1523, s0.loss_cls: 0.1408, s0.acc: 94.7600, s0.loss_bbox: 0.0820, s0.loss_mask: 0.1807, s1.loss_cls: 0.0644, s1.acc: 95.2437, s1.loss_bbox: 0.0942, s1.loss_mask: 0.0849, s2.loss_cls: 0.0321, s2.acc: 95.1530, s2.loss_bbox: 0.0625, s2.loss_mask: 0.0404, loss: 0.9779 2022-05-15 16:25:12,554 - mmdet - INFO - Epoch [27][7100/7330] lr: 1.000e-04, eta: 1 day, 3:24:02, time: 1.477, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1492, s0.loss_cls: 0.1425, s0.acc: 94.6807, s0.loss_bbox: 0.0839, s0.loss_mask: 0.1831, s1.loss_cls: 0.0659, s1.acc: 95.0998, s1.loss_bbox: 0.0964, s1.loss_mask: 0.0861, s2.loss_cls: 0.0340, s2.acc: 94.7481, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0405, loss: 0.9854 2022-05-15 16:26:25,943 - mmdet - INFO - Epoch [27][7150/7330] lr: 1.000e-04, eta: 1 day, 3:22:47, time: 1.468, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1499, s0.loss_cls: 0.1408, s0.acc: 94.7498, s0.loss_bbox: 0.0805, s0.loss_mask: 0.1798, s1.loss_cls: 0.0636, s1.acc: 95.3053, s1.loss_bbox: 0.0915, s1.loss_mask: 0.0856, s2.loss_cls: 0.0328, s2.acc: 95.0280, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0407, loss: 0.9675 2022-05-15 16:27:40,125 - mmdet - INFO - Epoch [27][7200/7330] lr: 1.000e-04, eta: 1 day, 3:21:32, time: 1.484, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1525, s0.loss_cls: 0.1422, s0.acc: 94.7866, s0.loss_bbox: 0.0824, s0.loss_mask: 0.1835, s1.loss_cls: 0.0661, s1.acc: 95.0825, s1.loss_bbox: 0.0938, s1.loss_mask: 0.0867, s2.loss_cls: 0.0335, s2.acc: 94.9520, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0410, loss: 0.9859 2022-05-15 16:28:53,997 - mmdet - INFO - Epoch [27][7250/7330] lr: 1.000e-04, eta: 1 day, 3:20:18, time: 1.477, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1541, s0.loss_cls: 0.1405, s0.acc: 94.8076, s0.loss_bbox: 0.0835, s0.loss_mask: 0.1850, s1.loss_cls: 0.0638, s1.acc: 95.3606, s1.loss_bbox: 0.0927, s1.loss_mask: 0.0873, s2.loss_cls: 0.0323, s2.acc: 95.1703, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0413, loss: 0.9848 2022-05-15 16:30:06,999 - mmdet - INFO - Epoch [27][7300/7330] lr: 1.000e-04, eta: 1 day, 3:19:03, time: 1.460, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1575, s0.loss_cls: 0.1428, s0.acc: 94.7417, s0.loss_bbox: 0.0785, s0.loss_mask: 0.1826, s1.loss_cls: 0.0647, s1.acc: 95.3056, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0870, s2.loss_cls: 0.0331, s2.acc: 95.1302, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0416, loss: 0.9788 2022-05-15 16:31:07,769 - mmdet - INFO - Saving checkpoint at 27 epochs 2022-05-15 16:36:01,555 - mmdet - INFO - Evaluating bbox... 2022-05-15 16:36:50,497 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.558 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.745 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.617 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.416 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.598 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.687 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.603 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.765 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.857 2022-05-15 16:36:50,498 - mmdet - INFO - Evaluating segm... 2022-05-15 16:37:41,787 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.483 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.725 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.529 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 ] = 0.518 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.664 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.488 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.665 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.770 2022-05-15 16:37:42,842 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-15 16:37:42,843 - mmdet - INFO - Epoch(val) [27][313] bbox_mAP: 0.5580, bbox_mAP_50: 0.7450, bbox_mAP_75: 0.6170, bbox_mAP_s: 0.4160, bbox_mAP_m: 0.5980, bbox_mAP_l: 0.6870, bbox_mAP_copypaste: 0.558 0.745 0.617 0.416 0.598 0.687, segm_mAP: 0.4830, segm_mAP_50: 0.7250, segm_mAP_75: 0.5290, segm_mAP_s: 0.3060, segm_mAP_m: 0.5180, segm_mAP_l: 0.6640, segm_mAP_copypaste: 0.483 0.725 0.529 0.306 0.518 0.664 2022-05-15 16:42:27,915 - mmdet - INFO - Epoch [28][50/7330] lr: 1.000e-05, eta: 1 day, 3:17:59, time: 5.701, data_time: 4.227, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0249, loss_semantic_seg: 0.1564, s0.loss_cls: 0.1332, s0.acc: 95.0125, s0.loss_bbox: 0.0794, s0.loss_mask: 0.1856, s1.loss_cls: 0.0608, s1.acc: 95.4996, s1.loss_bbox: 0.0943, s1.loss_mask: 0.0876, s2.loss_cls: 0.0313, s2.acc: 95.3015, s2.loss_bbox: 0.0637, s2.loss_mask: 0.0415, loss: 0.9756 2022-05-15 16:43:42,158 - mmdet - INFO - Epoch [28][100/7330] lr: 1.000e-05, eta: 1 day, 3:16:44, time: 1.485, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0239, loss_semantic_seg: 0.1436, s0.loss_cls: 0.1337, s0.acc: 94.9851, s0.loss_bbox: 0.0787, s0.loss_mask: 0.1800, s1.loss_cls: 0.0607, s1.acc: 95.4494, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0855, s2.loss_cls: 0.0311, s2.acc: 95.3063, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0407, loss: 0.9481 2022-05-15 16:44:55,242 - mmdet - INFO - Epoch [28][150/7330] lr: 1.000e-05, eta: 1 day, 3:15:29, time: 1.462, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1460, s0.loss_cls: 0.1373, s0.acc: 94.8840, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1825, s1.loss_cls: 0.0629, s1.acc: 95.3743, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0868, s2.loss_cls: 0.0320, s2.acc: 95.1239, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0411, loss: 0.9577 2022-05-15 16:46:08,192 - mmdet - INFO - Epoch [28][200/7330] lr: 1.000e-05, eta: 1 day, 3:14:14, time: 1.459, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1430, s0.loss_cls: 0.1280, s0.acc: 95.2876, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1766, s1.loss_cls: 0.0573, s1.acc: 95.8076, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0833, s2.loss_cls: 0.0296, s2.acc: 95.5688, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0395, loss: 0.9148 2022-05-15 16:47:21,209 - mmdet - INFO - Epoch [28][250/7330] lr: 1.000e-05, eta: 1 day, 3:12:59, time: 1.460, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1398, s0.loss_cls: 0.1310, s0.acc: 95.1138, s0.loss_bbox: 0.0788, s0.loss_mask: 0.1805, s1.loss_cls: 0.0596, s1.acc: 95.6329, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0851, s2.loss_cls: 0.0308, s2.acc: 95.4054, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0404, loss: 0.9365 2022-05-15 16:48:34,461 - mmdet - INFO - Epoch [28][300/7330] lr: 1.000e-05, eta: 1 day, 3:11:44, time: 1.465, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1387, s0.loss_cls: 0.1342, s0.acc: 94.8821, s0.loss_bbox: 0.0776, s0.loss_mask: 0.1844, s1.loss_cls: 0.0605, s1.acc: 95.4710, s1.loss_bbox: 0.0923, s1.loss_mask: 0.0872, s2.loss_cls: 0.0312, s2.acc: 95.2788, s2.loss_bbox: 0.0633, s2.loss_mask: 0.0410, loss: 0.9507 2022-05-15 16:49:47,728 - mmdet - INFO - Epoch [28][350/7330] lr: 1.000e-05, eta: 1 day, 3:10:29, time: 1.465, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0244, loss_semantic_seg: 0.1380, s0.loss_cls: 0.1369, s0.acc: 94.8347, s0.loss_bbox: 0.0799, s0.loss_mask: 0.1811, s1.loss_cls: 0.0612, s1.acc: 95.4098, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0858, s2.loss_cls: 0.0314, s2.acc: 95.2871, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0409, loss: 0.9502 2022-05-15 16:51:00,860 - mmdet - INFO - Epoch [28][400/7330] lr: 1.000e-05, eta: 1 day, 3:09:14, time: 1.463, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1404, s0.loss_cls: 0.1348, s0.acc: 94.8818, s0.loss_bbox: 0.0779, s0.loss_mask: 0.1771, s1.loss_cls: 0.0614, s1.acc: 95.3590, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0841, s2.loss_cls: 0.0314, s2.acc: 95.1848, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0400, loss: 0.9363 2022-05-15 16:52:15,106 - mmdet - INFO - Epoch [28][450/7330] lr: 1.000e-05, eta: 1 day, 3:07:59, time: 1.485, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1479, s0.loss_cls: 0.1380, s0.acc: 94.7546, s0.loss_bbox: 0.0806, s0.loss_mask: 0.1837, s1.loss_cls: 0.0626, s1.acc: 95.3055, s1.loss_bbox: 0.0939, s1.loss_mask: 0.0869, s2.loss_cls: 0.0323, s2.acc: 95.1272, s2.loss_bbox: 0.0634, s2.loss_mask: 0.0414, loss: 0.9716 2022-05-15 16:53:28,387 - mmdet - INFO - Epoch [28][500/7330] lr: 1.000e-05, eta: 1 day, 3:06:44, time: 1.465, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1383, s0.loss_cls: 0.1259, s0.acc: 95.1416, s0.loss_bbox: 0.0756, s0.loss_mask: 0.1776, s1.loss_cls: 0.0567, s1.acc: 95.6482, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0850, s2.loss_cls: 0.0290, s2.acc: 95.5244, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0404, loss: 0.9194 2022-05-15 16:54:41,808 - mmdet - INFO - Epoch [28][550/7330] lr: 1.000e-05, eta: 1 day, 3:05:29, time: 1.469, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1375, s0.loss_cls: 0.1263, s0.acc: 95.2551, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1702, s1.loss_cls: 0.0562, s1.acc: 95.8070, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0810, s2.loss_cls: 0.0285, s2.acc: 95.7010, s2.loss_bbox: 0.0554, s2.loss_mask: 0.0383, loss: 0.8852 2022-05-15 16:55:54,880 - mmdet - INFO - Epoch [28][600/7330] lr: 1.000e-05, eta: 1 day, 3:04:14, time: 1.461, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1345, s0.loss_cls: 0.1249, s0.acc: 95.3220, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1760, s1.loss_cls: 0.0554, s1.acc: 95.8779, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0835, s2.loss_cls: 0.0292, s2.acc: 95.6565, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0399, loss: 0.8973 2022-05-15 16:57:08,250 - mmdet - INFO - Epoch [28][650/7330] lr: 1.000e-05, eta: 1 day, 3:02:59, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1424, s0.loss_cls: 0.1281, s0.acc: 95.1294, s0.loss_bbox: 0.0759, s0.loss_mask: 0.1775, s1.loss_cls: 0.0580, s1.acc: 95.5548, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0844, s2.loss_cls: 0.0298, s2.acc: 95.3721, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0400, loss: 0.9244 2022-05-15 16:58:21,868 - mmdet - INFO - Epoch [28][700/7330] lr: 1.000e-05, eta: 1 day, 3:01:45, time: 1.472, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0241, loss_semantic_seg: 0.1299, s0.loss_cls: 0.1317, s0.acc: 94.9795, s0.loss_bbox: 0.0792, s0.loss_mask: 0.1759, s1.loss_cls: 0.0596, s1.acc: 95.4539, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0831, s2.loss_cls: 0.0308, s2.acc: 95.2627, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0398, loss: 0.9256 2022-05-15 16:59:35,428 - mmdet - INFO - Epoch [28][750/7330] lr: 1.000e-05, eta: 1 day, 3:00:30, time: 1.471, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1259, s0.acc: 95.2361, s0.loss_bbox: 0.0772, s0.loss_mask: 0.1740, s1.loss_cls: 0.0569, s1.acc: 95.7269, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0821, s2.loss_cls: 0.0291, s2.acc: 95.5788, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0389, loss: 0.9075 2022-05-15 17:00:48,673 - mmdet - INFO - Epoch [28][800/7330] lr: 1.000e-05, eta: 1 day, 2:59:15, time: 1.465, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1374, s0.loss_cls: 0.1225, s0.acc: 95.3447, s0.loss_bbox: 0.0756, s0.loss_mask: 0.1759, s1.loss_cls: 0.0553, s1.acc: 95.7580, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0833, s2.loss_cls: 0.0286, s2.acc: 95.5689, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0397, loss: 0.9036 2022-05-15 17:02:02,198 - mmdet - INFO - Epoch [28][850/7330] lr: 1.000e-05, eta: 1 day, 2:58:00, time: 1.471, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0245, loss_semantic_seg: 0.1390, s0.loss_cls: 0.1348, s0.acc: 94.9871, s0.loss_bbox: 0.0772, s0.loss_mask: 0.1797, s1.loss_cls: 0.0608, s1.acc: 95.4835, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0855, s2.loss_cls: 0.0309, s2.acc: 95.3851, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0405, loss: 0.9406 2022-05-15 17:03:14,191 - mmdet - INFO - Epoch [28][900/7330] lr: 1.000e-05, eta: 1 day, 2:56:44, time: 1.440, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1402, s0.loss_cls: 0.1309, s0.acc: 95.1570, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1777, s1.loss_cls: 0.0592, s1.acc: 95.7295, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0842, s2.loss_cls: 0.0303, s2.acc: 95.4223, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0399, loss: 0.9271 2022-05-15 17:04:27,618 - mmdet - INFO - Epoch [28][950/7330] lr: 1.000e-05, eta: 1 day, 2:55:30, time: 1.469, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1396, s0.loss_cls: 0.1342, s0.acc: 94.9583, s0.loss_bbox: 0.0774, s0.loss_mask: 0.1806, s1.loss_cls: 0.0602, s1.acc: 95.4943, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0861, s2.loss_cls: 0.0313, s2.acc: 95.2886, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0408, loss: 0.9438 2022-05-15 17:05:41,151 - mmdet - INFO - Epoch [28][1000/7330] lr: 1.000e-05, eta: 1 day, 2:54:15, time: 1.470, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1251, s0.acc: 95.2698, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1743, s1.loss_cls: 0.0561, s1.acc: 95.7744, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0826, s2.loss_cls: 0.0288, s2.acc: 95.5366, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0395, loss: 0.8994 2022-05-15 17:06:54,398 - mmdet - INFO - Epoch [28][1050/7330] lr: 1.000e-05, eta: 1 day, 2:53:00, time: 1.465, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1352, s0.loss_cls: 0.1278, s0.acc: 95.2168, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1767, s1.loss_cls: 0.0584, s1.acc: 95.7135, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0831, s2.loss_cls: 0.0298, s2.acc: 95.4969, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0395, loss: 0.9084 2022-05-15 17:08:07,925 - mmdet - INFO - Epoch [28][1100/7330] lr: 1.000e-05, eta: 1 day, 2:51:45, time: 1.471, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1382, s0.loss_cls: 0.1339, s0.acc: 94.9478, s0.loss_bbox: 0.0790, s0.loss_mask: 0.1806, s1.loss_cls: 0.0603, s1.acc: 95.5096, s1.loss_bbox: 0.0934, s1.loss_mask: 0.0857, s2.loss_cls: 0.0308, s2.acc: 95.3520, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0404, loss: 0.9447 2022-05-15 17:09:21,254 - mmdet - INFO - Epoch [28][1150/7330] lr: 1.000e-05, eta: 1 day, 2:50:30, time: 1.467, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1312, s0.loss_cls: 0.1339, s0.acc: 95.0232, s0.loss_bbox: 0.0818, s0.loss_mask: 0.1825, s1.loss_cls: 0.0610, s1.acc: 95.4891, s1.loss_bbox: 0.0965, s1.loss_mask: 0.0862, s2.loss_cls: 0.0320, s2.acc: 95.1609, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0405, loss: 0.9500 2022-05-15 17:10:34,953 - mmdet - INFO - Epoch [28][1200/7330] lr: 1.000e-05, eta: 1 day, 2:49:15, time: 1.474, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1406, s0.loss_cls: 0.1306, s0.acc: 95.0708, s0.loss_bbox: 0.0770, s0.loss_mask: 0.1751, s1.loss_cls: 0.0586, s1.acc: 95.5649, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0834, s2.loss_cls: 0.0298, s2.acc: 95.4823, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0393, loss: 0.9226 2022-05-15 17:11:47,283 - mmdet - INFO - Epoch [28][1250/7330] lr: 1.000e-05, eta: 1 day, 2:48:00, time: 1.447, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1282, s0.loss_cls: 0.1215, s0.acc: 95.3279, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1751, s1.loss_cls: 0.0548, s1.acc: 95.8809, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0829, s2.loss_cls: 0.0283, s2.acc: 95.6770, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0395, loss: 0.8885 2022-05-15 17:13:00,233 - mmdet - INFO - Epoch [28][1300/7330] lr: 1.000e-05, eta: 1 day, 2:46:45, time: 1.459, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1355, s0.loss_cls: 0.1291, s0.acc: 95.1321, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1820, s1.loss_cls: 0.0579, s1.acc: 95.6805, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0857, s2.loss_cls: 0.0295, s2.acc: 95.5039, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0405, loss: 0.9302 2022-05-15 17:14:13,252 - mmdet - INFO - Epoch [28][1350/7330] lr: 1.000e-05, eta: 1 day, 2:45:30, time: 1.461, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1365, s0.loss_cls: 0.1310, s0.acc: 95.0759, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1785, s1.loss_cls: 0.0594, s1.acc: 95.6021, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0846, s2.loss_cls: 0.0306, s2.acc: 95.4071, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0403, loss: 0.9255 2022-05-15 17:15:27,035 - mmdet - INFO - Epoch [28][1400/7330] lr: 1.000e-05, eta: 1 day, 2:44:15, time: 1.474, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1376, s0.loss_cls: 0.1239, s0.acc: 95.3677, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1676, s1.loss_cls: 0.0557, s1.acc: 95.8158, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0793, s2.loss_cls: 0.0287, s2.acc: 95.6693, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0377, loss: 0.8806 2022-05-15 17:16:41,410 - mmdet - INFO - Epoch [28][1450/7330] lr: 1.000e-05, eta: 1 day, 2:43:00, time: 1.489, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1379, s0.loss_cls: 0.1297, s0.acc: 95.1292, s0.loss_bbox: 0.0770, s0.loss_mask: 0.1726, s1.loss_cls: 0.0581, s1.acc: 95.6679, s1.loss_bbox: 0.0907, s1.loss_mask: 0.0818, s2.loss_cls: 0.0295, s2.acc: 95.5270, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0388, loss: 0.9195 2022-05-15 17:17:55,281 - mmdet - INFO - Epoch [28][1500/7330] lr: 1.000e-05, eta: 1 day, 2:41:46, time: 1.477, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0252, loss_semantic_seg: 0.1333, s0.loss_cls: 0.1335, s0.acc: 94.9841, s0.loss_bbox: 0.0785, s0.loss_mask: 0.1805, s1.loss_cls: 0.0614, s1.acc: 95.3718, s1.loss_bbox: 0.0919, s1.loss_mask: 0.0851, s2.loss_cls: 0.0314, s2.acc: 95.2712, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0406, loss: 0.9397 2022-05-15 17:19:08,281 - mmdet - INFO - Epoch [28][1550/7330] lr: 1.000e-05, eta: 1 day, 2:40:31, time: 1.460, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1394, s0.loss_cls: 0.1246, s0.acc: 95.3208, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1762, s1.loss_cls: 0.0553, s1.acc: 95.8546, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0840, s2.loss_cls: 0.0284, s2.acc: 95.6745, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0398, loss: 0.9132 2022-05-15 17:20:21,851 - mmdet - INFO - Epoch [28][1600/7330] lr: 1.000e-05, eta: 1 day, 2:39:16, time: 1.471, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1322, s0.loss_cls: 0.1244, s0.acc: 95.2295, s0.loss_bbox: 0.0778, s0.loss_mask: 0.1760, s1.loss_cls: 0.0553, s1.acc: 95.7896, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0840, s2.loss_cls: 0.0288, s2.acc: 95.5845, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0400, loss: 0.9059 2022-05-15 17:21:35,975 - mmdet - INFO - Epoch [28][1650/7330] lr: 1.000e-05, eta: 1 day, 2:38:01, time: 1.482, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1328, s0.loss_cls: 0.1284, s0.acc: 95.0947, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1737, s1.loss_cls: 0.0583, s1.acc: 95.5667, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0819, s2.loss_cls: 0.0299, s2.acc: 95.4596, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0389, loss: 0.9053 2022-05-15 17:22:50,363 - mmdet - INFO - Epoch [28][1700/7330] lr: 1.000e-05, eta: 1 day, 2:36:47, time: 1.488, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1269, s0.loss_cls: 0.1247, s0.acc: 95.1716, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1732, s1.loss_cls: 0.0557, s1.acc: 95.6769, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0823, s2.loss_cls: 0.0286, s2.acc: 95.5012, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0391, loss: 0.8869 2022-05-15 17:24:03,309 - mmdet - INFO - Epoch [28][1750/7330] lr: 1.000e-05, eta: 1 day, 2:35:32, time: 1.459, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1378, s0.loss_cls: 0.1256, s0.acc: 95.2180, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1793, s1.loss_cls: 0.0556, s1.acc: 95.7720, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0856, s2.loss_cls: 0.0288, s2.acc: 95.6487, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0405, loss: 0.9187 2022-05-15 17:25:17,294 - mmdet - INFO - Epoch [28][1800/7330] lr: 1.000e-05, eta: 1 day, 2:34:17, time: 1.480, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1338, s0.loss_cls: 0.1225, s0.acc: 95.3860, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1750, s1.loss_cls: 0.0553, s1.acc: 95.8947, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0831, s2.loss_cls: 0.0279, s2.acc: 95.7983, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0397, loss: 0.8902 2022-05-15 17:26:30,503 - mmdet - INFO - Epoch [28][1850/7330] lr: 1.000e-05, eta: 1 day, 2:33:02, time: 1.464, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1402, s0.loss_cls: 0.1266, s0.acc: 95.2258, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1750, s1.loss_cls: 0.0565, s1.acc: 95.7956, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0838, s2.loss_cls: 0.0287, s2.acc: 95.6018, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0402, loss: 0.9083 2022-05-15 17:27:43,533 - mmdet - INFO - Epoch [28][1900/7330] lr: 1.000e-05, eta: 1 day, 2:31:47, time: 1.460, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1334, s0.loss_cls: 0.1285, s0.acc: 95.1670, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1781, s1.loss_cls: 0.0583, s1.acc: 95.5396, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0843, s2.loss_cls: 0.0303, s2.acc: 95.3917, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0398, loss: 0.9178 2022-05-15 17:28:56,911 - mmdet - INFO - Epoch [28][1950/7330] lr: 1.000e-05, eta: 1 day, 2:30:32, time: 1.468, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1386, s0.loss_cls: 0.1262, s0.acc: 95.2876, s0.loss_bbox: 0.0765, s0.loss_mask: 0.1804, s1.loss_cls: 0.0576, s1.acc: 95.6892, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0861, s2.loss_cls: 0.0294, s2.acc: 95.5284, s2.loss_bbox: 0.0623, s2.loss_mask: 0.0407, loss: 0.9264 2022-05-15 17:30:08,994 - mmdet - INFO - Epoch [28][2000/7330] lr: 1.000e-05, eta: 1 day, 2:29:17, time: 1.442, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1352, s0.loss_cls: 0.1247, s0.acc: 95.3044, s0.loss_bbox: 0.0758, s0.loss_mask: 0.1785, s1.loss_cls: 0.0559, s1.acc: 95.7920, s1.loss_bbox: 0.0887, s1.loss_mask: 0.0850, s2.loss_cls: 0.0289, s2.acc: 95.6261, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0400, loss: 0.9089 2022-05-15 17:31:21,686 - mmdet - INFO - Epoch [28][2050/7330] lr: 1.000e-05, eta: 1 day, 2:28:01, time: 1.452, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1356, s0.loss_cls: 0.1242, s0.acc: 95.3643, s0.loss_bbox: 0.0756, s0.loss_mask: 0.1736, s1.loss_cls: 0.0551, s1.acc: 95.9586, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0819, s2.loss_cls: 0.0283, s2.acc: 95.7398, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0390, loss: 0.8981 2022-05-15 17:32:34,789 - mmdet - INFO - Epoch [28][2100/7330] lr: 1.000e-05, eta: 1 day, 2:26:46, time: 1.464, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1379, s0.loss_cls: 0.1324, s0.acc: 94.9817, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1759, s1.loss_cls: 0.0594, s1.acc: 95.5050, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0838, s2.loss_cls: 0.0301, s2.acc: 95.3743, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0399, loss: 0.9246 2022-05-15 17:33:49,297 - mmdet - INFO - Epoch [28][2150/7330] lr: 1.000e-05, eta: 1 day, 2:25:32, time: 1.490, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1317, s0.loss_cls: 0.1327, s0.acc: 95.0273, s0.loss_bbox: 0.0797, s0.loss_mask: 0.1794, s1.loss_cls: 0.0596, s1.acc: 95.6222, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0847, s2.loss_cls: 0.0301, s2.acc: 95.4885, s2.loss_bbox: 0.0618, s2.loss_mask: 0.0402, loss: 0.9300 2022-05-15 17:35:02,475 - mmdet - INFO - Epoch [28][2200/7330] lr: 1.000e-05, eta: 1 day, 2:24:17, time: 1.464, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1403, s0.loss_cls: 0.1285, s0.acc: 95.2012, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1765, s1.loss_cls: 0.0578, s1.acc: 95.7383, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0832, s2.loss_cls: 0.0296, s2.acc: 95.5096, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0395, loss: 0.9148 2022-05-15 17:36:15,358 - mmdet - INFO - Epoch [28][2250/7330] lr: 1.000e-05, eta: 1 day, 2:23:02, time: 1.457, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1328, s0.loss_cls: 0.1287, s0.acc: 95.1318, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1787, s1.loss_cls: 0.0575, s1.acc: 95.6241, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0850, s2.loss_cls: 0.0297, s2.acc: 95.4973, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0406, loss: 0.9184 2022-05-15 17:37:29,645 - mmdet - INFO - Epoch [28][2300/7330] lr: 1.000e-05, eta: 1 day, 2:21:47, time: 1.486, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1355, s0.loss_cls: 0.1281, s0.acc: 95.1890, s0.loss_bbox: 0.0767, s0.loss_mask: 0.1767, s1.loss_cls: 0.0579, s1.acc: 95.7290, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0841, s2.loss_cls: 0.0301, s2.acc: 95.3879, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0399, loss: 0.9162 2022-05-15 17:38:43,396 - mmdet - INFO - Epoch [28][2350/7330] lr: 1.000e-05, eta: 1 day, 2:20:33, time: 1.475, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1315, s0.loss_cls: 0.1183, s0.acc: 95.4956, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1711, s1.loss_cls: 0.0529, s1.acc: 96.0450, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0814, s2.loss_cls: 0.0276, s2.acc: 95.7674, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0387, loss: 0.8708 2022-05-15 17:39:56,580 - mmdet - INFO - Epoch [28][2400/7330] lr: 1.000e-05, eta: 1 day, 2:19:18, time: 1.464, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1376, s0.loss_cls: 0.1178, s0.acc: 95.4934, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1761, s1.loss_cls: 0.0531, s1.acc: 95.9167, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0838, s2.loss_cls: 0.0280, s2.acc: 95.7069, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0399, loss: 0.8828 2022-05-15 17:41:10,729 - mmdet - INFO - Epoch [28][2450/7330] lr: 1.000e-05, eta: 1 day, 2:18:03, time: 1.483, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1258, s0.loss_cls: 0.1229, s0.acc: 95.3950, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1707, s1.loss_cls: 0.0545, s1.acc: 95.9634, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0811, s2.loss_cls: 0.0281, s2.acc: 95.7739, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0385, loss: 0.8721 2022-05-15 17:42:23,657 - mmdet - INFO - Epoch [28][2500/7330] lr: 1.000e-05, eta: 1 day, 2:16:48, time: 1.459, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1361, s0.loss_cls: 0.1166, s0.acc: 95.5769, s0.loss_bbox: 0.0685, s0.loss_mask: 0.1703, s1.loss_cls: 0.0520, s1.acc: 96.0909, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0811, s2.loss_cls: 0.0266, s2.acc: 95.8727, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0388, loss: 0.8637 2022-05-15 17:43:37,025 - mmdet - INFO - Epoch [28][2550/7330] lr: 1.000e-05, eta: 1 day, 2:15:33, time: 1.467, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0238, loss_semantic_seg: 0.1334, s0.loss_cls: 0.1252, s0.acc: 95.2949, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1740, s1.loss_cls: 0.0557, s1.acc: 95.7413, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0826, s2.loss_cls: 0.0290, s2.acc: 95.5610, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0395, loss: 0.9017 2022-05-15 17:44:50,620 - mmdet - INFO - Epoch [28][2600/7330] lr: 1.000e-05, eta: 1 day, 2:14:18, time: 1.472, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1341, s0.loss_cls: 0.1243, s0.acc: 95.3181, s0.loss_bbox: 0.0782, s0.loss_mask: 0.1776, s1.loss_cls: 0.0550, s1.acc: 95.8352, s1.loss_bbox: 0.0891, s1.loss_mask: 0.0838, s2.loss_cls: 0.0284, s2.acc: 95.6646, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0397, loss: 0.9078 2022-05-15 17:46:05,129 - mmdet - INFO - Epoch [28][2650/7330] lr: 1.000e-05, eta: 1 day, 2:13:04, time: 1.490, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1301, s0.loss_cls: 0.1283, s0.acc: 95.1809, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1779, s1.loss_cls: 0.0569, s1.acc: 95.6773, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0846, s2.loss_cls: 0.0292, s2.acc: 95.5734, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0401, loss: 0.9064 2022-05-15 17:47:18,980 - mmdet - INFO - Epoch [28][2700/7330] lr: 1.000e-05, eta: 1 day, 2:11:49, time: 1.477, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1351, s0.loss_cls: 0.1238, s0.acc: 95.2615, s0.loss_bbox: 0.0768, s0.loss_mask: 0.1752, s1.loss_cls: 0.0558, s1.acc: 95.7409, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0824, s2.loss_cls: 0.0285, s2.acc: 95.5969, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0392, loss: 0.9015 2022-05-15 17:48:33,294 - mmdet - INFO - Epoch [28][2750/7330] lr: 1.000e-05, eta: 1 day, 2:10:34, time: 1.486, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0251, loss_semantic_seg: 0.1434, s0.loss_cls: 0.1315, s0.acc: 95.0537, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1766, s1.loss_cls: 0.0599, s1.acc: 95.4768, s1.loss_bbox: 0.0887, s1.loss_mask: 0.0838, s2.loss_cls: 0.0311, s2.acc: 95.3178, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0399, loss: 0.9354 2022-05-15 17:49:47,632 - mmdet - INFO - Epoch [28][2800/7330] lr: 1.000e-05, eta: 1 day, 2:09:20, time: 1.487, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1327, s0.loss_cls: 0.1265, s0.acc: 95.2195, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1754, s1.loss_cls: 0.0573, s1.acc: 95.6979, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0828, s2.loss_cls: 0.0297, s2.acc: 95.4141, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0393, loss: 0.9052 2022-05-15 17:51:01,357 - mmdet - INFO - Epoch [28][2850/7330] lr: 1.000e-05, eta: 1 day, 2:08:05, time: 1.475, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1332, s0.loss_cls: 0.1274, s0.acc: 95.2075, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1761, s1.loss_cls: 0.0566, s1.acc: 95.7515, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0831, s2.loss_cls: 0.0290, s2.acc: 95.6293, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0394, loss: 0.8997 2022-05-15 17:52:15,150 - mmdet - INFO - Epoch [28][2900/7330] lr: 1.000e-05, eta: 1 day, 2:06:50, time: 1.476, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1322, s0.loss_cls: 0.1265, s0.acc: 95.2278, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1751, s1.loss_cls: 0.0571, s1.acc: 95.7065, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0827, s2.loss_cls: 0.0291, s2.acc: 95.6058, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0393, loss: 0.9019 2022-05-15 17:53:29,209 - mmdet - INFO - Epoch [28][2950/7330] lr: 1.000e-05, eta: 1 day, 2:05:35, time: 1.481, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1320, s0.loss_cls: 0.1245, s0.acc: 95.1958, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1764, s1.loss_cls: 0.0559, s1.acc: 95.7006, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0839, s2.loss_cls: 0.0287, s2.acc: 95.5842, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0401, loss: 0.9019 2022-05-15 17:54:41,883 - mmdet - INFO - Epoch [28][3000/7330] lr: 1.000e-05, eta: 1 day, 2:04:20, time: 1.454, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1369, s0.loss_cls: 0.1301, s0.acc: 95.2178, s0.loss_bbox: 0.0780, s0.loss_mask: 0.1793, s1.loss_cls: 0.0590, s1.acc: 95.6961, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0846, s2.loss_cls: 0.0302, s2.acc: 95.5443, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0400, loss: 0.9236 2022-05-15 17:55:54,525 - mmdet - INFO - Epoch [28][3050/7330] lr: 1.000e-05, eta: 1 day, 2:03:05, time: 1.453, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1258, s0.loss_cls: 0.1240, s0.acc: 95.2444, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1748, s1.loss_cls: 0.0548, s1.acc: 95.7991, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0835, s2.loss_cls: 0.0278, s2.acc: 95.7553, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0397, loss: 0.8838 2022-05-15 17:57:07,723 - mmdet - INFO - Epoch [28][3100/7330] lr: 1.000e-05, eta: 1 day, 2:01:50, time: 1.464, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1420, s0.loss_cls: 0.1219, s0.acc: 95.3799, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1716, s1.loss_cls: 0.0536, s1.acc: 95.9826, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0818, s2.loss_cls: 0.0277, s2.acc: 95.7659, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0385, loss: 0.8905 2022-05-15 17:58:21,859 - mmdet - INFO - Epoch [28][3150/7330] lr: 1.000e-05, eta: 1 day, 2:00:36, time: 1.482, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1279, s0.acc: 95.2138, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1726, s1.loss_cls: 0.0575, s1.acc: 95.7650, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0826, s2.loss_cls: 0.0294, s2.acc: 95.5385, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0392, loss: 0.9052 2022-05-15 17:59:35,317 - mmdet - INFO - Epoch [28][3200/7330] lr: 1.000e-05, eta: 1 day, 1:59:21, time: 1.470, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1352, s0.loss_cls: 0.1300, s0.acc: 95.2246, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1740, s1.loss_cls: 0.0580, s1.acc: 95.8292, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0827, s2.loss_cls: 0.0299, s2.acc: 95.5422, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0391, loss: 0.9106 2022-05-15 18:00:49,680 - mmdet - INFO - Epoch [28][3250/7330] lr: 1.000e-05, eta: 1 day, 1:58:06, time: 1.487, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1270, s0.loss_cls: 0.1198, s0.acc: 95.4968, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1721, s1.loss_cls: 0.0533, s1.acc: 96.0265, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0823, s2.loss_cls: 0.0278, s2.acc: 95.7092, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0390, loss: 0.8690 2022-05-15 18:02:03,401 - mmdet - INFO - Epoch [28][3300/7330] lr: 1.000e-05, eta: 1 day, 1:56:51, time: 1.475, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1302, s0.loss_cls: 0.1278, s0.acc: 95.3108, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1751, s1.loss_cls: 0.0574, s1.acc: 95.7980, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0831, s2.loss_cls: 0.0300, s2.acc: 95.6370, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0395, loss: 0.8995 2022-05-15 18:03:16,967 - mmdet - INFO - Epoch [28][3350/7330] lr: 1.000e-05, eta: 1 day, 1:55:37, time: 1.471, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1369, s0.loss_cls: 0.1167, s0.acc: 95.5564, s0.loss_bbox: 0.0705, s0.loss_mask: 0.1708, s1.loss_cls: 0.0523, s1.acc: 96.0534, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0810, s2.loss_cls: 0.0270, s2.acc: 95.8841, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0387, loss: 0.8730 2022-05-15 18:04:30,456 - mmdet - INFO - Epoch [28][3400/7330] lr: 1.000e-05, eta: 1 day, 1:54:22, time: 1.470, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1399, s0.loss_cls: 0.1261, s0.acc: 95.1748, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1794, s1.loss_cls: 0.0573, s1.acc: 95.6251, s1.loss_bbox: 0.0902, s1.loss_mask: 0.0858, s2.loss_cls: 0.0294, s2.acc: 95.4971, s2.loss_bbox: 0.0620, s2.loss_mask: 0.0410, loss: 0.9227 2022-05-15 18:05:43,709 - mmdet - INFO - Epoch [28][3450/7330] lr: 1.000e-05, eta: 1 day, 1:53:07, time: 1.465, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1338, s0.loss_cls: 0.1253, s0.acc: 95.1892, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1735, s1.loss_cls: 0.0571, s1.acc: 95.5894, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0821, s2.loss_cls: 0.0301, s2.acc: 95.4362, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0391, loss: 0.8967 2022-05-15 18:06:57,737 - mmdet - INFO - Epoch [28][3500/7330] lr: 1.000e-05, eta: 1 day, 1:51:52, time: 1.480, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1335, s0.loss_cls: 0.1283, s0.acc: 95.1538, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1777, s1.loss_cls: 0.0584, s1.acc: 95.6449, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0848, s2.loss_cls: 0.0303, s2.acc: 95.4316, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0403, loss: 0.9168 2022-05-15 18:08:11,163 - mmdet - INFO - Epoch [28][3550/7330] lr: 1.000e-05, eta: 1 day, 1:50:37, time: 1.468, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1307, s0.loss_cls: 0.1261, s0.acc: 95.3525, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1740, s1.loss_cls: 0.0553, s1.acc: 95.9522, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0825, s2.loss_cls: 0.0278, s2.acc: 95.8733, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0391, loss: 0.8863 2022-05-15 18:09:24,358 - mmdet - INFO - Epoch [28][3600/7330] lr: 1.000e-05, eta: 1 day, 1:49:22, time: 1.464, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1410, s0.loss_cls: 0.1251, s0.acc: 95.2822, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1727, s1.loss_cls: 0.0553, s1.acc: 95.8993, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0822, s2.loss_cls: 0.0281, s2.acc: 95.7007, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0392, loss: 0.8970 2022-05-15 18:10:37,265 - mmdet - INFO - Epoch [28][3650/7330] lr: 1.000e-05, eta: 1 day, 1:48:07, time: 1.458, data_time: 0.011, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1353, s0.loss_cls: 0.1206, s0.acc: 95.4187, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1778, s1.loss_cls: 0.0550, s1.acc: 95.8837, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0845, s2.loss_cls: 0.0281, s2.acc: 95.6771, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0402, loss: 0.9001 2022-05-15 18:11:49,817 - mmdet - INFO - Epoch [28][3700/7330] lr: 1.000e-05, eta: 1 day, 1:46:52, time: 1.451, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1290, s0.loss_cls: 0.1237, s0.acc: 95.2556, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1771, s1.loss_cls: 0.0551, s1.acc: 95.8537, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0837, s2.loss_cls: 0.0284, s2.acc: 95.6970, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0399, loss: 0.8960 2022-05-15 18:13:02,093 - mmdet - INFO - Epoch [28][3750/7330] lr: 1.000e-05, eta: 1 day, 1:45:37, time: 1.445, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1368, s0.loss_cls: 0.1294, s0.acc: 95.1753, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1791, s1.loss_cls: 0.0594, s1.acc: 95.5815, s1.loss_bbox: 0.0904, s1.loss_mask: 0.0848, s2.loss_cls: 0.0305, s2.acc: 95.3380, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0401, loss: 0.9263 2022-05-15 18:14:16,127 - mmdet - INFO - Epoch [28][3800/7330] lr: 1.000e-05, eta: 1 day, 1:44:22, time: 1.481, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1335, s0.loss_cls: 0.1229, s0.acc: 95.4026, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1747, s1.loss_cls: 0.0554, s1.acc: 95.8546, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0832, s2.loss_cls: 0.0283, s2.acc: 95.6880, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0396, loss: 0.8888 2022-05-15 18:15:29,442 - mmdet - INFO - Epoch [28][3850/7330] lr: 1.000e-05, eta: 1 day, 1:43:07, time: 1.466, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1343, s0.loss_cls: 0.1260, s0.acc: 95.1602, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1739, s1.loss_cls: 0.0558, s1.acc: 95.6729, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0828, s2.loss_cls: 0.0286, s2.acc: 95.5454, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0394, loss: 0.9040 2022-05-15 18:16:41,902 - mmdet - INFO - Epoch [28][3900/7330] lr: 1.000e-05, eta: 1 day, 1:41:52, time: 1.449, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1324, s0.loss_cls: 0.1170, s0.acc: 95.6387, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1695, s1.loss_cls: 0.0522, s1.acc: 96.0838, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0807, s2.loss_cls: 0.0270, s2.acc: 95.9269, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0383, loss: 0.8598 2022-05-15 18:17:54,501 - mmdet - INFO - Epoch [28][3950/7330] lr: 1.000e-05, eta: 1 day, 1:40:37, time: 1.452, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1330, s0.loss_cls: 0.1234, s0.acc: 95.3303, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1745, s1.loss_cls: 0.0550, s1.acc: 95.9011, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0832, s2.loss_cls: 0.0285, s2.acc: 95.6913, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0394, loss: 0.8924 2022-05-15 18:19:07,292 - mmdet - INFO - Epoch [28][4000/7330] lr: 1.000e-05, eta: 1 day, 1:39:22, time: 1.456, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1314, s0.loss_cls: 0.1175, s0.acc: 95.4971, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1732, s1.loss_cls: 0.0524, s1.acc: 96.0606, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0822, s2.loss_cls: 0.0270, s2.acc: 95.8684, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0389, loss: 0.8703 2022-05-15 18:20:20,312 - mmdet - INFO - Epoch [28][4050/7330] lr: 1.000e-05, eta: 1 day, 1:38:07, time: 1.460, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1322, s0.loss_cls: 0.1182, s0.acc: 95.5510, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1725, s1.loss_cls: 0.0522, s1.acc: 96.0587, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0818, s2.loss_cls: 0.0272, s2.acc: 95.8720, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0390, loss: 0.8747 2022-05-15 18:21:33,091 - mmdet - INFO - Epoch [28][4100/7330] lr: 1.000e-05, eta: 1 day, 1:36:52, time: 1.456, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1314, s0.loss_cls: 0.1262, s0.acc: 95.1814, s0.loss_bbox: 0.0787, s0.loss_mask: 0.1786, s1.loss_cls: 0.0569, s1.acc: 95.6757, s1.loss_bbox: 0.0924, s1.loss_mask: 0.0843, s2.loss_cls: 0.0291, s2.acc: 95.4714, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0400, loss: 0.9192 2022-05-15 18:22:46,696 - mmdet - INFO - Epoch [28][4150/7330] lr: 1.000e-05, eta: 1 day, 1:35:37, time: 1.472, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1336, s0.loss_cls: 0.1235, s0.acc: 95.3367, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1715, s1.loss_cls: 0.0559, s1.acc: 95.8404, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0814, s2.loss_cls: 0.0289, s2.acc: 95.7498, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0390, loss: 0.8950 2022-05-15 18:23:58,914 - mmdet - INFO - Epoch [28][4200/7330] lr: 1.000e-05, eta: 1 day, 1:34:22, time: 1.444, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1289, s0.loss_cls: 0.1290, s0.acc: 95.0845, s0.loss_bbox: 0.0784, s0.loss_mask: 0.1793, s1.loss_cls: 0.0567, s1.acc: 95.7856, s1.loss_bbox: 0.0906, s1.loss_mask: 0.0849, s2.loss_cls: 0.0289, s2.acc: 95.5985, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0402, loss: 0.9166 2022-05-15 18:25:11,795 - mmdet - INFO - Epoch [28][4250/7330] lr: 1.000e-05, eta: 1 day, 1:33:07, time: 1.458, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1301, s0.loss_cls: 0.1169, s0.acc: 95.5579, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1721, s1.loss_cls: 0.0520, s1.acc: 96.1460, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0823, s2.loss_cls: 0.0269, s2.acc: 95.9436, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0395, loss: 0.8679 2022-05-15 18:26:24,716 - mmdet - INFO - Epoch [28][4300/7330] lr: 1.000e-05, eta: 1 day, 1:31:52, time: 1.458, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1350, s0.loss_cls: 0.1275, s0.acc: 95.1504, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1792, s1.loss_cls: 0.0567, s1.acc: 95.7535, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0848, s2.loss_cls: 0.0290, s2.acc: 95.4602, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0401, loss: 0.9135 2022-05-15 18:27:37,694 - mmdet - INFO - Epoch [28][4350/7330] lr: 1.000e-05, eta: 1 day, 1:30:37, time: 1.460, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1384, s0.loss_cls: 0.1222, s0.acc: 95.4043, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1751, s1.loss_cls: 0.0552, s1.acc: 95.8438, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0838, s2.loss_cls: 0.0281, s2.acc: 95.7109, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0402, loss: 0.8957 2022-05-15 18:28:51,679 - mmdet - INFO - Epoch [28][4400/7330] lr: 1.000e-05, eta: 1 day, 1:29:22, time: 1.479, data_time: 0.026, memory: 64760, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0243, loss_semantic_seg: 0.1327, s0.loss_cls: 0.1275, s0.acc: 95.2119, s0.loss_bbox: 0.0765, s0.loss_mask: 0.1753, s1.loss_cls: 0.0565, s1.acc: 95.8297, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0832, s2.loss_cls: 0.0291, s2.acc: 95.6421, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0394, loss: 0.9109 2022-05-15 18:30:04,816 - mmdet - INFO - Epoch [28][4450/7330] lr: 1.000e-05, eta: 1 day, 1:28:07, time: 1.463, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1271, s0.loss_cls: 0.1242, s0.acc: 95.2295, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1734, s1.loss_cls: 0.0547, s1.acc: 95.7949, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0823, s2.loss_cls: 0.0282, s2.acc: 95.7291, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0391, loss: 0.8906 2022-05-15 18:31:17,582 - mmdet - INFO - Epoch [28][4500/7330] lr: 1.000e-05, eta: 1 day, 1:26:52, time: 1.455, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1366, s0.loss_cls: 0.1267, s0.acc: 95.1877, s0.loss_bbox: 0.0763, s0.loss_mask: 0.1751, s1.loss_cls: 0.0572, s1.acc: 95.7664, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0830, s2.loss_cls: 0.0292, s2.acc: 95.5032, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0395, loss: 0.9057 2022-05-15 18:32:30,726 - mmdet - INFO - Epoch [28][4550/7330] lr: 1.000e-05, eta: 1 day, 1:25:37, time: 1.462, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1383, s0.loss_cls: 0.1306, s0.acc: 95.0715, s0.loss_bbox: 0.0802, s0.loss_mask: 0.1848, s1.loss_cls: 0.0589, s1.acc: 95.5139, s1.loss_bbox: 0.0955, s1.loss_mask: 0.0875, s2.loss_cls: 0.0308, s2.acc: 95.2322, s2.loss_bbox: 0.0636, s2.loss_mask: 0.0416, loss: 0.9516 2022-05-15 18:33:43,513 - mmdet - INFO - Epoch [28][4600/7330] lr: 1.000e-05, eta: 1 day, 1:24:22, time: 1.456, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1376, s0.loss_cls: 0.1211, s0.acc: 95.3843, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1718, s1.loss_cls: 0.0541, s1.acc: 95.9213, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0813, s2.loss_cls: 0.0274, s2.acc: 95.8318, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0385, loss: 0.8817 2022-05-15 18:34:56,009 - mmdet - INFO - Epoch [28][4650/7330] lr: 1.000e-05, eta: 1 day, 1:23:07, time: 1.450, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1326, s0.loss_cls: 0.1275, s0.acc: 95.1082, s0.loss_bbox: 0.0759, s0.loss_mask: 0.1782, s1.loss_cls: 0.0571, s1.acc: 95.6133, s1.loss_bbox: 0.0891, s1.loss_mask: 0.0846, s2.loss_cls: 0.0295, s2.acc: 95.3671, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0402, loss: 0.9115 2022-05-15 18:36:09,540 - mmdet - INFO - Epoch [28][4700/7330] lr: 1.000e-05, eta: 1 day, 1:21:52, time: 1.470, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1391, s0.loss_cls: 0.1253, s0.acc: 95.1504, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1765, s1.loss_cls: 0.0567, s1.acc: 95.6352, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0838, s2.loss_cls: 0.0295, s2.acc: 95.4635, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0399, loss: 0.9123 2022-05-15 18:37:22,489 - mmdet - INFO - Epoch [28][4750/7330] lr: 1.000e-05, eta: 1 day, 1:20:37, time: 1.459, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1311, s0.loss_cls: 0.1238, s0.acc: 95.3206, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1771, s1.loss_cls: 0.0545, s1.acc: 95.8909, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0841, s2.loss_cls: 0.0278, s2.acc: 95.6837, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0401, loss: 0.8975 2022-05-15 18:38:35,261 - mmdet - INFO - Epoch [28][4800/7330] lr: 1.000e-05, eta: 1 day, 1:19:22, time: 1.456, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1313, s0.loss_cls: 0.1230, s0.acc: 95.2356, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1753, s1.loss_cls: 0.0550, s1.acc: 95.7708, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0839, s2.loss_cls: 0.0280, s2.acc: 95.6355, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0398, loss: 0.8922 2022-05-15 18:39:48,343 - mmdet - INFO - Epoch [28][4850/7330] lr: 1.000e-05, eta: 1 day, 1:18:07, time: 1.462, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1280, s0.loss_cls: 0.1218, s0.acc: 95.3601, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1718, s1.loss_cls: 0.0549, s1.acc: 95.8481, s1.loss_bbox: 0.0828, s1.loss_mask: 0.0816, s2.loss_cls: 0.0277, s2.acc: 95.7710, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0391, loss: 0.8716 2022-05-15 18:41:00,875 - mmdet - INFO - Epoch [28][4900/7330] lr: 1.000e-05, eta: 1 day, 1:16:52, time: 1.451, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1278, s0.loss_cls: 0.1206, s0.acc: 95.4412, s0.loss_bbox: 0.0700, s0.loss_mask: 0.1674, s1.loss_cls: 0.0531, s1.acc: 95.9511, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0804, s2.loss_cls: 0.0275, s2.acc: 95.7935, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0383, loss: 0.8650 2022-05-15 18:42:13,558 - mmdet - INFO - Epoch [28][4950/7330] lr: 1.000e-05, eta: 1 day, 1:15:37, time: 1.454, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1297, s0.loss_cls: 0.1203, s0.acc: 95.4036, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1750, s1.loss_cls: 0.0529, s1.acc: 96.0107, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0832, s2.loss_cls: 0.0274, s2.acc: 95.7689, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0394, loss: 0.8774 2022-05-15 18:43:26,375 - mmdet - INFO - Epoch [28][5000/7330] lr: 1.000e-05, eta: 1 day, 1:14:22, time: 1.454, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1373, s0.loss_cls: 0.1305, s0.acc: 95.1653, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1802, s1.loss_cls: 0.0585, s1.acc: 95.6311, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0855, s2.loss_cls: 0.0294, s2.acc: 95.5668, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0406, loss: 0.9215 2022-05-15 18:44:39,915 - mmdet - INFO - Epoch [28][5050/7330] lr: 1.000e-05, eta: 1 day, 1:13:07, time: 1.473, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1319, s0.loss_cls: 0.1165, s0.acc: 95.6663, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1682, s1.loss_cls: 0.0523, s1.acc: 96.1780, s1.loss_bbox: 0.0808, s1.loss_mask: 0.0796, s2.loss_cls: 0.0276, s2.acc: 95.9161, s2.loss_bbox: 0.0547, s2.loss_mask: 0.0378, loss: 0.8547 2022-05-15 18:45:52,908 - mmdet - INFO - Epoch [28][5100/7330] lr: 1.000e-05, eta: 1 day, 1:11:52, time: 1.460, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1311, s0.loss_cls: 0.1258, s0.acc: 95.2363, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1768, s1.loss_cls: 0.0569, s1.acc: 95.7774, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0838, s2.loss_cls: 0.0292, s2.acc: 95.5792, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0397, loss: 0.9037 2022-05-15 18:47:05,653 - mmdet - INFO - Epoch [28][5150/7330] lr: 1.000e-05, eta: 1 day, 1:10:37, time: 1.455, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1340, s0.loss_cls: 0.1233, s0.acc: 95.3301, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1768, s1.loss_cls: 0.0547, s1.acc: 95.8923, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0839, s2.loss_cls: 0.0283, s2.acc: 95.7433, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0400, loss: 0.8970 2022-05-15 18:48:19,267 - mmdet - INFO - Epoch [28][5200/7330] lr: 1.000e-05, eta: 1 day, 1:09:23, time: 1.472, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1329, s0.loss_cls: 0.1180, s0.acc: 95.5271, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1726, s1.loss_cls: 0.0525, s1.acc: 96.0379, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0816, s2.loss_cls: 0.0271, s2.acc: 95.8725, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0387, loss: 0.8738 2022-05-15 18:49:32,082 - mmdet - INFO - Epoch [28][5250/7330] lr: 1.000e-05, eta: 1 day, 1:08:08, time: 1.456, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1244, s0.loss_cls: 0.1185, s0.acc: 95.5242, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1715, s1.loss_cls: 0.0533, s1.acc: 96.0117, s1.loss_bbox: 0.0820, s1.loss_mask: 0.0817, s2.loss_cls: 0.0272, s2.acc: 95.8605, s2.loss_bbox: 0.0556, s2.loss_mask: 0.0391, loss: 0.8601 2022-05-15 18:50:45,141 - mmdet - INFO - Epoch [28][5300/7330] lr: 1.000e-05, eta: 1 day, 1:06:53, time: 1.461, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1332, s0.loss_cls: 0.1230, s0.acc: 95.2920, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1764, s1.loss_cls: 0.0553, s1.acc: 95.8429, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0833, s2.loss_cls: 0.0287, s2.acc: 95.6715, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0395, loss: 0.8973 2022-05-15 18:51:58,751 - mmdet - INFO - Epoch [28][5350/7330] lr: 1.000e-05, eta: 1 day, 1:05:38, time: 1.472, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1350, s0.loss_cls: 0.1237, s0.acc: 95.3230, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1704, s1.loss_cls: 0.0550, s1.acc: 95.8232, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0811, s2.loss_cls: 0.0283, s2.acc: 95.6267, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0383, loss: 0.8845 2022-05-15 18:53:11,655 - mmdet - INFO - Epoch [28][5400/7330] lr: 1.000e-05, eta: 1 day, 1:04:23, time: 1.458, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1221, s0.acc: 95.3188, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1735, s1.loss_cls: 0.0543, s1.acc: 95.8724, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0823, s2.loss_cls: 0.0276, s2.acc: 95.7717, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0390, loss: 0.8867 2022-05-15 18:54:24,790 - mmdet - INFO - Epoch [28][5450/7330] lr: 1.000e-05, eta: 1 day, 1:03:08, time: 1.463, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1323, s0.loss_cls: 0.1213, s0.acc: 95.4302, s0.loss_bbox: 0.0691, s0.loss_mask: 0.1774, s1.loss_cls: 0.0549, s1.acc: 95.9773, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0844, s2.loss_cls: 0.0280, s2.acc: 95.8268, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0401, loss: 0.8858 2022-05-15 18:55:38,038 - mmdet - INFO - Epoch [28][5500/7330] lr: 1.000e-05, eta: 1 day, 1:01:53, time: 1.465, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1399, s0.loss_cls: 0.1240, s0.acc: 95.2708, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1735, s1.loss_cls: 0.0551, s1.acc: 95.8524, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0825, s2.loss_cls: 0.0289, s2.acc: 95.5764, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0393, loss: 0.9009 2022-05-15 18:56:51,156 - mmdet - INFO - Epoch [28][5550/7330] lr: 1.000e-05, eta: 1 day, 1:00:38, time: 1.462, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1339, s0.loss_cls: 0.1245, s0.acc: 95.3101, s0.loss_bbox: 0.0759, s0.loss_mask: 0.1763, s1.loss_cls: 0.0550, s1.acc: 95.9342, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0834, s2.loss_cls: 0.0284, s2.acc: 95.6702, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0397, loss: 0.9038 2022-05-15 18:58:05,104 - mmdet - INFO - Epoch [28][5600/7330] lr: 1.000e-05, eta: 1 day, 0:59:23, time: 1.479, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1264, s0.loss_cls: 0.1214, s0.acc: 95.3696, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1750, s1.loss_cls: 0.0544, s1.acc: 95.8755, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0834, s2.loss_cls: 0.0281, s2.acc: 95.7039, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0397, loss: 0.8857 2022-05-15 18:59:17,825 - mmdet - INFO - Epoch [28][5650/7330] lr: 1.000e-05, eta: 1 day, 0:58:08, time: 1.455, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1317, s0.loss_cls: 0.1272, s0.acc: 95.1892, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1707, s1.loss_cls: 0.0571, s1.acc: 95.7389, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0807, s2.loss_cls: 0.0291, s2.acc: 95.6327, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0384, loss: 0.8936 2022-05-15 19:00:31,061 - mmdet - INFO - Epoch [28][5700/7330] lr: 1.000e-05, eta: 1 day, 0:56:54, time: 1.465, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1352, s0.loss_cls: 0.1230, s0.acc: 95.4229, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1729, s1.loss_cls: 0.0552, s1.acc: 95.9256, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0817, s2.loss_cls: 0.0280, s2.acc: 95.6996, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0391, loss: 0.8862 2022-05-15 19:01:44,706 - mmdet - INFO - Epoch [28][5750/7330] lr: 1.000e-05, eta: 1 day, 0:55:39, time: 1.473, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1345, s0.loss_cls: 0.1233, s0.acc: 95.3159, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1796, s1.loss_cls: 0.0547, s1.acc: 95.8747, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0851, s2.loss_cls: 0.0279, s2.acc: 95.7697, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0405, loss: 0.9086 2022-05-15 19:02:58,833 - mmdet - INFO - Epoch [28][5800/7330] lr: 1.000e-05, eta: 1 day, 0:54:24, time: 1.482, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1354, s0.loss_cls: 0.1274, s0.acc: 95.1553, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1771, s1.loss_cls: 0.0580, s1.acc: 95.5875, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0845, s2.loss_cls: 0.0295, s2.acc: 95.3574, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0404, loss: 0.9074 2022-05-15 19:04:12,261 - mmdet - INFO - Epoch [28][5850/7330] lr: 1.000e-05, eta: 1 day, 0:53:09, time: 1.466, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1254, s0.loss_cls: 0.1248, s0.acc: 95.3210, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1742, s1.loss_cls: 0.0566, s1.acc: 95.7010, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0827, s2.loss_cls: 0.0288, s2.acc: 95.5437, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0394, loss: 0.8820 2022-05-15 19:05:24,916 - mmdet - INFO - Epoch [28][5900/7330] lr: 1.000e-05, eta: 1 day, 0:51:54, time: 1.455, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1290, s0.loss_cls: 0.1256, s0.acc: 95.2834, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1696, s1.loss_cls: 0.0558, s1.acc: 95.8302, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0803, s2.loss_cls: 0.0289, s2.acc: 95.7020, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0378, loss: 0.8815 2022-05-15 19:06:38,181 - mmdet - INFO - Epoch [28][5950/7330] lr: 1.000e-05, eta: 1 day, 0:50:39, time: 1.465, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0257, loss_semantic_seg: 0.1330, s0.loss_cls: 0.1317, s0.acc: 94.9683, s0.loss_bbox: 0.0770, s0.loss_mask: 0.1791, s1.loss_cls: 0.0594, s1.acc: 95.5027, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0854, s2.loss_cls: 0.0302, s2.acc: 95.2992, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0405, loss: 0.9299 2022-05-15 19:07:51,071 - mmdet - INFO - Epoch [28][6000/7330] lr: 1.000e-05, eta: 1 day, 0:49:24, time: 1.458, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1377, s0.loss_cls: 0.1267, s0.acc: 95.2720, s0.loss_bbox: 0.0685, s0.loss_mask: 0.1699, s1.loss_cls: 0.0573, s1.acc: 95.7520, s1.loss_bbox: 0.0816, s1.loss_mask: 0.0812, s2.loss_cls: 0.0294, s2.acc: 95.5512, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0387, loss: 0.8850 2022-05-15 19:09:03,822 - mmdet - INFO - Epoch [28][6050/7330] lr: 1.000e-05, eta: 1 day, 0:48:09, time: 1.455, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1392, s0.loss_cls: 0.1285, s0.acc: 95.1541, s0.loss_bbox: 0.0782, s0.loss_mask: 0.1795, s1.loss_cls: 0.0584, s1.acc: 95.6434, s1.loss_bbox: 0.0920, s1.loss_mask: 0.0853, s2.loss_cls: 0.0304, s2.acc: 95.4650, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0399, loss: 0.9295 2022-05-15 19:10:17,645 - mmdet - INFO - Epoch [28][6100/7330] lr: 1.000e-05, eta: 1 day, 0:46:55, time: 1.476, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1303, s0.loss_cls: 0.1244, s0.acc: 95.2849, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1757, s1.loss_cls: 0.0558, s1.acc: 95.7855, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0829, s2.loss_cls: 0.0284, s2.acc: 95.5508, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0391, loss: 0.8971 2022-05-15 19:11:30,644 - mmdet - INFO - Epoch [28][6150/7330] lr: 1.000e-05, eta: 1 day, 0:45:40, time: 1.460, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1311, s0.loss_cls: 0.1226, s0.acc: 95.3362, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1727, s1.loss_cls: 0.0551, s1.acc: 95.7847, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0824, s2.loss_cls: 0.0280, s2.acc: 95.6549, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0392, loss: 0.8828 2022-05-15 19:12:43,703 - mmdet - INFO - Epoch [28][6200/7330] lr: 1.000e-05, eta: 1 day, 0:44:25, time: 1.461, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1332, s0.loss_cls: 0.1212, s0.acc: 95.4180, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1718, s1.loss_cls: 0.0541, s1.acc: 95.9604, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0818, s2.loss_cls: 0.0281, s2.acc: 95.7822, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0390, loss: 0.8809 2022-05-15 19:13:57,196 - mmdet - INFO - Epoch [28][6250/7330] lr: 1.000e-05, eta: 1 day, 0:43:10, time: 1.470, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1314, s0.loss_cls: 0.1140, s0.acc: 95.7156, s0.loss_bbox: 0.0680, s0.loss_mask: 0.1637, s1.loss_cls: 0.0501, s1.acc: 96.2775, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0786, s2.loss_cls: 0.0261, s2.acc: 96.1191, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0373, loss: 0.8435 2022-05-15 19:15:11,046 - mmdet - INFO - Epoch [28][6300/7330] lr: 1.000e-05, eta: 1 day, 0:41:55, time: 1.477, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1321, s0.loss_cls: 0.1272, s0.acc: 95.2502, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1762, s1.loss_cls: 0.0572, s1.acc: 95.6946, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0837, s2.loss_cls: 0.0294, s2.acc: 95.5065, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0395, loss: 0.9146 2022-05-15 19:16:23,385 - mmdet - INFO - Epoch [28][6350/7330] lr: 1.000e-05, eta: 1 day, 0:40:40, time: 1.447, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1347, s0.loss_cls: 0.1270, s0.acc: 95.1797, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1758, s1.loss_cls: 0.0565, s1.acc: 95.7580, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0832, s2.loss_cls: 0.0294, s2.acc: 95.4830, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0395, loss: 0.9011 2022-05-15 19:17:37,117 - mmdet - INFO - Epoch [28][6400/7330] lr: 1.000e-05, eta: 1 day, 0:39:25, time: 1.475, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1311, s0.loss_cls: 0.1239, s0.acc: 95.4126, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1703, s1.loss_cls: 0.0558, s1.acc: 95.9143, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0804, s2.loss_cls: 0.0288, s2.acc: 95.6768, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0385, loss: 0.8854 2022-05-15 19:18:49,703 - mmdet - INFO - Epoch [28][6450/7330] lr: 1.000e-05, eta: 1 day, 0:38:10, time: 1.452, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1306, s0.loss_cls: 0.1213, s0.acc: 95.4250, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1775, s1.loss_cls: 0.0539, s1.acc: 95.9813, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0856, s2.loss_cls: 0.0275, s2.acc: 95.8281, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0407, loss: 0.8939 2022-05-15 19:20:02,408 - mmdet - INFO - Epoch [28][6500/7330] lr: 1.000e-05, eta: 1 day, 0:36:55, time: 1.454, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1277, s0.loss_cls: 0.1180, s0.acc: 95.5017, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1719, s1.loss_cls: 0.0518, s1.acc: 96.0125, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0815, s2.loss_cls: 0.0265, s2.acc: 95.9809, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0389, loss: 0.8577 2022-05-15 19:21:15,272 - mmdet - INFO - Epoch [28][6550/7330] lr: 1.000e-05, eta: 1 day, 0:35:40, time: 1.457, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1378, s0.loss_cls: 0.1172, s0.acc: 95.5488, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1718, s1.loss_cls: 0.0527, s1.acc: 95.9843, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0811, s2.loss_cls: 0.0270, s2.acc: 95.8035, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0386, loss: 0.8734 2022-05-15 19:22:29,050 - mmdet - INFO - Epoch [28][6600/7330] lr: 1.000e-05, eta: 1 day, 0:34:26, time: 1.474, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1329, s0.loss_cls: 0.1161, s0.acc: 95.5774, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1720, s1.loss_cls: 0.0520, s1.acc: 96.0652, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0825, s2.loss_cls: 0.0266, s2.acc: 95.9274, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0391, loss: 0.8722 2022-05-15 19:23:43,487 - mmdet - INFO - Epoch [28][6650/7330] lr: 1.000e-05, eta: 1 day, 0:33:11, time: 1.491, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1330, s0.loss_cls: 0.1190, s0.acc: 95.5007, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1700, s1.loss_cls: 0.0538, s1.acc: 95.9944, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0810, s2.loss_cls: 0.0278, s2.acc: 95.8603, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0386, loss: 0.8721 2022-05-15 19:24:56,605 - mmdet - INFO - Epoch [28][6700/7330] lr: 1.000e-05, eta: 1 day, 0:31:56, time: 1.462, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1327, s0.loss_cls: 0.1225, s0.acc: 95.4600, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1705, s1.loss_cls: 0.0540, s1.acc: 96.0215, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0812, s2.loss_cls: 0.0276, s2.acc: 95.8553, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0387, loss: 0.8719 2022-05-15 19:26:09,717 - mmdet - INFO - Epoch [28][6750/7330] lr: 1.000e-05, eta: 1 day, 0:30:41, time: 1.462, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1323, s0.loss_cls: 0.1264, s0.acc: 95.1794, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1777, s1.loss_cls: 0.0569, s1.acc: 95.6455, s1.loss_bbox: 0.0897, s1.loss_mask: 0.0843, s2.loss_cls: 0.0293, s2.acc: 95.4802, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0401, loss: 0.9108 2022-05-15 19:27:23,402 - mmdet - INFO - Epoch [28][6800/7330] lr: 1.000e-05, eta: 1 day, 0:29:27, time: 1.474, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1308, s0.loss_cls: 0.1235, s0.acc: 95.2739, s0.loss_bbox: 0.0737, s0.loss_mask: 0.1748, s1.loss_cls: 0.0552, s1.acc: 95.7800, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0828, s2.loss_cls: 0.0283, s2.acc: 95.6707, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0393, loss: 0.8916 2022-05-15 19:28:37,142 - mmdet - INFO - Epoch [28][6850/7330] lr: 1.000e-05, eta: 1 day, 0:28:12, time: 1.475, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1335, s0.loss_cls: 0.1131, s0.acc: 95.7188, s0.loss_bbox: 0.0655, s0.loss_mask: 0.1646, s1.loss_cls: 0.0502, s1.acc: 96.2131, s1.loss_bbox: 0.0785, s1.loss_mask: 0.0781, s2.loss_cls: 0.0262, s2.acc: 96.0353, s2.loss_bbox: 0.0549, s2.loss_mask: 0.0375, loss: 0.8360 2022-05-15 19:29:50,049 - mmdet - INFO - Epoch [28][6900/7330] lr: 1.000e-05, eta: 1 day, 0:26:57, time: 1.458, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1307, s0.loss_cls: 0.1274, s0.acc: 95.1504, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1762, s1.loss_cls: 0.0574, s1.acc: 95.6449, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0837, s2.loss_cls: 0.0295, s2.acc: 95.4818, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0398, loss: 0.9047 2022-05-15 19:31:02,388 - mmdet - INFO - Epoch [28][6950/7330] lr: 1.000e-05, eta: 1 day, 0:25:42, time: 1.447, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1307, s0.loss_cls: 0.1211, s0.acc: 95.4241, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1721, s1.loss_cls: 0.0544, s1.acc: 95.9558, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0823, s2.loss_cls: 0.0277, s2.acc: 95.8320, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0390, loss: 0.8840 2022-05-15 19:32:15,488 - mmdet - INFO - Epoch [28][7000/7330] lr: 1.000e-05, eta: 1 day, 0:24:27, time: 1.462, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1300, s0.loss_cls: 0.1173, s0.acc: 95.5071, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1722, s1.loss_cls: 0.0525, s1.acc: 96.0586, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0825, s2.loss_cls: 0.0269, s2.acc: 95.9255, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0388, loss: 0.8690 2022-05-15 19:33:29,102 - mmdet - INFO - Epoch [28][7050/7330] lr: 1.000e-05, eta: 1 day, 0:23:12, time: 1.472, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1274, s0.loss_cls: 0.1161, s0.acc: 95.6216, s0.loss_bbox: 0.0673, s0.loss_mask: 0.1664, s1.loss_cls: 0.0520, s1.acc: 96.1575, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0797, s2.loss_cls: 0.0267, s2.acc: 96.0436, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0379, loss: 0.8451 2022-05-15 19:34:42,460 - mmdet - INFO - Epoch [28][7100/7330] lr: 1.000e-05, eta: 1 day, 0:21:57, time: 1.467, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1342, s0.loss_cls: 0.1253, s0.acc: 95.2358, s0.loss_bbox: 0.0761, s0.loss_mask: 0.1768, s1.loss_cls: 0.0556, s1.acc: 95.7801, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0836, s2.loss_cls: 0.0285, s2.acc: 95.6224, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0393, loss: 0.9053 2022-05-15 19:35:55,280 - mmdet - INFO - Epoch [28][7150/7330] lr: 1.000e-05, eta: 1 day, 0:20:42, time: 1.456, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1294, s0.loss_cls: 0.1210, s0.acc: 95.4326, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1745, s1.loss_cls: 0.0533, s1.acc: 95.9933, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0827, s2.loss_cls: 0.0275, s2.acc: 95.8018, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0391, loss: 0.8823 2022-05-15 19:37:08,303 - mmdet - INFO - Epoch [28][7200/7330] lr: 1.000e-05, eta: 1 day, 0:19:27, time: 1.460, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1328, s0.loss_cls: 0.1237, s0.acc: 95.3208, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1755, s1.loss_cls: 0.0551, s1.acc: 95.8599, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0830, s2.loss_cls: 0.0286, s2.acc: 95.6113, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0393, loss: 0.9001 2022-05-15 19:38:21,995 - mmdet - INFO - Epoch [28][7250/7330] lr: 1.000e-05, eta: 1 day, 0:18:13, time: 1.474, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1287, s0.loss_cls: 0.1252, s0.acc: 95.2075, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1771, s1.loss_cls: 0.0565, s1.acc: 95.6970, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0844, s2.loss_cls: 0.0294, s2.acc: 95.4397, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0400, loss: 0.9012 2022-05-15 19:39:36,252 - mmdet - INFO - Epoch [28][7300/7330] lr: 1.000e-05, eta: 1 day, 0:16:58, time: 1.485, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1287, s0.loss_cls: 0.1184, s0.acc: 95.5149, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1665, s1.loss_cls: 0.0530, s1.acc: 96.0244, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0787, s2.loss_cls: 0.0274, s2.acc: 95.8365, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0372, loss: 0.8605 2022-05-15 19:40:38,615 - mmdet - INFO - Saving checkpoint at 28 epochs 2022-05-15 19:45:18,346 - mmdet - INFO - Evaluating bbox... 2022-05-15 19:46:01,534 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.576 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.762 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.635 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.430 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.614 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.715 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.737 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.737 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.737 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.610 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.770 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.864 2022-05-15 19:46:01,536 - mmdet - INFO - Evaluating segm... 2022-05-15 19:46:46,980 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.501 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.742 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.549 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.321 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.533 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.682 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 ] = 0.498 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.671 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.777 2022-05-15 19:46:47,794 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-15 19:46:47,796 - mmdet - INFO - Epoch(val) [28][313] bbox_mAP: 0.5760, bbox_mAP_50: 0.7620, bbox_mAP_75: 0.6350, bbox_mAP_s: 0.4300, bbox_mAP_m: 0.6140, bbox_mAP_l: 0.7150, bbox_mAP_copypaste: 0.576 0.762 0.635 0.430 0.614 0.715, segm_mAP: 0.5010, segm_mAP_50: 0.7420, segm_mAP_75: 0.5490, segm_mAP_s: 0.3210, segm_mAP_m: 0.5330, segm_mAP_l: 0.6820, segm_mAP_copypaste: 0.501 0.742 0.549 0.321 0.533 0.682 2022-05-15 19:52:12,584 - mmdet - INFO - Epoch [29][50/7330] lr: 1.000e-05, eta: 1 day, 0:15:58, time: 6.495, data_time: 5.049, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1340, s0.loss_cls: 0.1203, s0.acc: 95.4060, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1694, s1.loss_cls: 0.0545, s1.acc: 95.9080, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0803, s2.loss_cls: 0.0280, s2.acc: 95.6816, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0382, loss: 0.8735 2022-05-15 19:53:26,342 - mmdet - INFO - Epoch [29][100/7330] lr: 1.000e-05, eta: 1 day, 0:14:43, time: 1.475, data_time: 0.025, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1299, s0.loss_cls: 0.1230, s0.acc: 95.2327, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1809, s1.loss_cls: 0.0542, s1.acc: 95.8155, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0858, s2.loss_cls: 0.0282, s2.acc: 95.6757, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0405, loss: 0.9062 2022-05-15 19:54:39,058 - mmdet - INFO - Epoch [29][150/7330] lr: 1.000e-05, eta: 1 day, 0:13:28, time: 1.454, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1308, s0.loss_cls: 0.1225, s0.acc: 95.3384, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1782, s1.loss_cls: 0.0541, s1.acc: 95.9549, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0843, s2.loss_cls: 0.0276, s2.acc: 95.8274, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0400, loss: 0.8938 2022-05-15 19:55:52,305 - mmdet - INFO - Epoch [29][200/7330] lr: 1.000e-05, eta: 1 day, 0:12:13, time: 1.465, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1269, s0.loss_cls: 0.1268, s0.acc: 95.1943, s0.loss_bbox: 0.0767, s0.loss_mask: 0.1787, s1.loss_cls: 0.0570, s1.acc: 95.7034, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0849, s2.loss_cls: 0.0293, s2.acc: 95.6033, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0403, loss: 0.9077 2022-05-15 19:57:04,476 - mmdet - INFO - Epoch [29][250/7330] lr: 1.000e-05, eta: 1 day, 0:10:58, time: 1.443, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1285, s0.loss_cls: 0.1155, s0.acc: 95.6296, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1725, s1.loss_cls: 0.0512, s1.acc: 96.1770, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0825, s2.loss_cls: 0.0270, s2.acc: 95.9238, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0394, loss: 0.8690 2022-05-15 19:58:15,779 - mmdet - INFO - Epoch [29][300/7330] lr: 1.000e-05, eta: 1 day, 0:09:42, time: 1.426, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1346, s0.loss_cls: 0.1227, s0.acc: 95.3281, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1739, s1.loss_cls: 0.0547, s1.acc: 95.7929, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0825, s2.loss_cls: 0.0282, s2.acc: 95.6477, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0392, loss: 0.8948 2022-05-15 19:59:28,229 - mmdet - INFO - Epoch [29][350/7330] lr: 1.000e-05, eta: 1 day, 0:08:27, time: 1.449, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1318, s0.loss_cls: 0.1257, s0.acc: 95.2695, s0.loss_bbox: 0.0756, s0.loss_mask: 0.1749, s1.loss_cls: 0.0569, s1.acc: 95.6861, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0825, s2.loss_cls: 0.0288, s2.acc: 95.4971, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0391, loss: 0.9003 2022-05-15 20:00:41,115 - mmdet - INFO - Epoch [29][400/7330] lr: 1.000e-05, eta: 1 day, 0:07:12, time: 1.457, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1338, s0.loss_cls: 0.1234, s0.acc: 95.3245, s0.loss_bbox: 0.0753, s0.loss_mask: 0.1764, s1.loss_cls: 0.0551, s1.acc: 95.8544, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0839, s2.loss_cls: 0.0282, s2.acc: 95.6605, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0398, loss: 0.9000 2022-05-15 20:01:53,889 - mmdet - INFO - Epoch [29][450/7330] lr: 1.000e-05, eta: 1 day, 0:05:57, time: 1.456, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1270, s0.loss_cls: 0.1158, s0.acc: 95.6035, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1679, s1.loss_cls: 0.0516, s1.acc: 96.0580, s1.loss_bbox: 0.0803, s1.loss_mask: 0.0796, s2.loss_cls: 0.0263, s2.acc: 95.9375, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0380, loss: 0.8451 2022-05-15 20:03:06,777 - mmdet - INFO - Epoch [29][500/7330] lr: 1.000e-05, eta: 1 day, 0:04:42, time: 1.457, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1355, s0.loss_cls: 0.1198, s0.acc: 95.4241, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1711, s1.loss_cls: 0.0525, s1.acc: 96.0116, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0803, s2.loss_cls: 0.0267, s2.acc: 95.8862, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0382, loss: 0.8737 2022-05-15 20:04:19,409 - mmdet - INFO - Epoch [29][550/7330] lr: 1.000e-05, eta: 1 day, 0:03:27, time: 1.453, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1284, s0.loss_cls: 0.1187, s0.acc: 95.5063, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1746, s1.loss_cls: 0.0523, s1.acc: 96.0236, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0826, s2.loss_cls: 0.0267, s2.acc: 95.8841, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0395, loss: 0.8732 2022-05-15 20:05:32,793 - mmdet - INFO - Epoch [29][600/7330] lr: 1.000e-05, eta: 1 day, 0:02:12, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1246, s0.loss_cls: 0.1166, s0.acc: 95.5220, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1707, s1.loss_cls: 0.0516, s1.acc: 96.0895, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0811, s2.loss_cls: 0.0261, s2.acc: 96.0312, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0388, loss: 0.8574 2022-05-15 20:06:46,017 - mmdet - INFO - Epoch [29][650/7330] lr: 1.000e-05, eta: 1 day, 0:00:57, time: 1.466, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1299, s0.loss_cls: 0.1149, s0.acc: 95.6460, s0.loss_bbox: 0.0685, s0.loss_mask: 0.1667, s1.loss_cls: 0.0505, s1.acc: 96.1667, s1.loss_bbox: 0.0807, s1.loss_mask: 0.0799, s2.loss_cls: 0.0254, s2.acc: 96.0802, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0383, loss: 0.8461 2022-05-15 20:07:58,688 - mmdet - INFO - Epoch [29][700/7330] lr: 1.000e-05, eta: 23:59:42, time: 1.454, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1265, s0.loss_cls: 0.1223, s0.acc: 95.4036, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1756, s1.loss_cls: 0.0556, s1.acc: 95.8953, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0829, s2.loss_cls: 0.0273, s2.acc: 95.8599, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0394, loss: 0.8805 2022-05-15 20:09:11,785 - mmdet - INFO - Epoch [29][750/7330] lr: 1.000e-05, eta: 23:58:27, time: 1.462, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1300, s0.loss_cls: 0.1221, s0.acc: 95.2947, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1733, s1.loss_cls: 0.0543, s1.acc: 95.8515, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0823, s2.loss_cls: 0.0279, s2.acc: 95.6824, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0392, loss: 0.8790 2022-05-15 20:10:25,152 - mmdet - INFO - Epoch [29][800/7330] lr: 1.000e-05, eta: 23:57:12, time: 1.467, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1249, s0.loss_cls: 0.1154, s0.acc: 95.6194, s0.loss_bbox: 0.0670, s0.loss_mask: 0.1714, s1.loss_cls: 0.0517, s1.acc: 96.1568, s1.loss_bbox: 0.0800, s1.loss_mask: 0.0819, s2.loss_cls: 0.0262, s2.acc: 96.1050, s2.loss_bbox: 0.0558, s2.loss_mask: 0.0392, loss: 0.8504 2022-05-15 20:11:37,843 - mmdet - INFO - Epoch [29][850/7330] lr: 1.000e-05, eta: 23:55:57, time: 1.454, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1297, s0.loss_cls: 0.1203, s0.acc: 95.3389, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1722, s1.loss_cls: 0.0536, s1.acc: 95.8873, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0818, s2.loss_cls: 0.0278, s2.acc: 95.6855, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0388, loss: 0.8802 2022-05-15 20:12:50,058 - mmdet - INFO - Epoch [29][900/7330] lr: 1.000e-05, eta: 23:54:42, time: 1.444, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1286, s0.loss_cls: 0.1217, s0.acc: 95.2986, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1786, s1.loss_cls: 0.0545, s1.acc: 95.8199, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0837, s2.loss_cls: 0.0283, s2.acc: 95.6761, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0396, loss: 0.8960 2022-05-15 20:14:02,472 - mmdet - INFO - Epoch [29][950/7330] lr: 1.000e-05, eta: 23:53:27, time: 1.449, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1252, s0.loss_cls: 0.1237, s0.acc: 95.2825, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1738, s1.loss_cls: 0.0552, s1.acc: 95.7893, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0822, s2.loss_cls: 0.0286, s2.acc: 95.5531, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0390, loss: 0.8903 2022-05-15 20:15:15,475 - mmdet - INFO - Epoch [29][1000/7330] lr: 1.000e-05, eta: 23:52:12, time: 1.460, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1407, s0.loss_cls: 0.1191, s0.acc: 95.4358, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1688, s1.loss_cls: 0.0526, s1.acc: 95.9720, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0802, s2.loss_cls: 0.0270, s2.acc: 95.8592, s2.loss_bbox: 0.0558, s2.loss_mask: 0.0380, loss: 0.8663 2022-05-15 20:16:27,549 - mmdet - INFO - Epoch [29][1050/7330] lr: 1.000e-05, eta: 23:50:56, time: 1.441, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1320, s0.loss_cls: 0.1207, s0.acc: 95.4468, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1692, s1.loss_cls: 0.0537, s1.acc: 96.0205, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0810, s2.loss_cls: 0.0279, s2.acc: 95.8976, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0390, loss: 0.8766 2022-05-15 20:17:39,598 - mmdet - INFO - Epoch [29][1100/7330] lr: 1.000e-05, eta: 23:49:41, time: 1.441, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1284, s0.loss_cls: 0.1229, s0.acc: 95.3086, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1781, s1.loss_cls: 0.0555, s1.acc: 95.7694, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0840, s2.loss_cls: 0.0289, s2.acc: 95.4954, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0395, loss: 0.8913 2022-05-15 20:18:52,099 - mmdet - INFO - Epoch [29][1150/7330] lr: 1.000e-05, eta: 23:48:26, time: 1.450, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1310, s0.loss_cls: 0.1181, s0.acc: 95.4756, s0.loss_bbox: 0.0685, s0.loss_mask: 0.1706, s1.loss_cls: 0.0526, s1.acc: 96.0697, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0808, s2.loss_cls: 0.0270, s2.acc: 95.8165, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0383, loss: 0.8641 2022-05-15 20:20:04,900 - mmdet - INFO - Epoch [29][1200/7330] lr: 1.000e-05, eta: 23:47:11, time: 1.456, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1342, s0.loss_cls: 0.1295, s0.acc: 95.0833, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1787, s1.loss_cls: 0.0576, s1.acc: 95.6171, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0850, s2.loss_cls: 0.0295, s2.acc: 95.4598, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0403, loss: 0.9203 2022-05-15 20:21:17,556 - mmdet - INFO - Epoch [29][1250/7330] lr: 1.000e-05, eta: 23:45:56, time: 1.453, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1309, s0.loss_cls: 0.1239, s0.acc: 95.2656, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1743, s1.loss_cls: 0.0559, s1.acc: 95.8076, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0821, s2.loss_cls: 0.0285, s2.acc: 95.6812, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0386, loss: 0.8905 2022-05-15 20:22:31,004 - mmdet - INFO - Epoch [29][1300/7330] lr: 1.000e-05, eta: 23:44:41, time: 1.468, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1334, s0.loss_cls: 0.1204, s0.acc: 95.4138, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1711, s1.loss_cls: 0.0539, s1.acc: 95.8926, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0813, s2.loss_cls: 0.0277, s2.acc: 95.7362, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0387, loss: 0.8810 2022-05-15 20:23:43,183 - mmdet - INFO - Epoch [29][1350/7330] lr: 1.000e-05, eta: 23:43:26, time: 1.444, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0235, loss_semantic_seg: 0.1321, s0.loss_cls: 0.1246, s0.acc: 95.2192, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1740, s1.loss_cls: 0.0569, s1.acc: 95.6581, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0827, s2.loss_cls: 0.0289, s2.acc: 95.4768, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0394, loss: 0.8948 2022-05-15 20:24:56,156 - mmdet - INFO - Epoch [29][1400/7330] lr: 1.000e-05, eta: 23:42:11, time: 1.459, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1303, s0.loss_cls: 0.1185, s0.acc: 95.4666, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1740, s1.loss_cls: 0.0532, s1.acc: 95.9536, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0822, s2.loss_cls: 0.0275, s2.acc: 95.7932, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0391, loss: 0.8772 2022-05-15 20:26:09,112 - mmdet - INFO - Epoch [29][1450/7330] lr: 1.000e-05, eta: 23:40:56, time: 1.459, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1331, s0.loss_cls: 0.1220, s0.acc: 95.3662, s0.loss_bbox: 0.0737, s0.loss_mask: 0.1772, s1.loss_cls: 0.0547, s1.acc: 95.8744, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0837, s2.loss_cls: 0.0279, s2.acc: 95.7578, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0398, loss: 0.8969 2022-05-15 20:27:22,537 - mmdet - INFO - Epoch [29][1500/7330] lr: 1.000e-05, eta: 23:39:41, time: 1.469, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1332, s0.loss_cls: 0.1164, s0.acc: 95.5369, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1684, s1.loss_cls: 0.0517, s1.acc: 96.0273, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0795, s2.loss_cls: 0.0269, s2.acc: 95.8608, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0378, loss: 0.8595 2022-05-15 20:28:35,324 - mmdet - INFO - Epoch [29][1550/7330] lr: 1.000e-05, eta: 23:38:26, time: 1.456, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1242, s0.loss_cls: 0.1184, s0.acc: 95.4712, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1736, s1.loss_cls: 0.0529, s1.acc: 95.9894, s1.loss_bbox: 0.0818, s1.loss_mask: 0.0828, s2.loss_cls: 0.0268, s2.acc: 95.8846, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0394, loss: 0.8609 2022-05-15 20:29:48,246 - mmdet - INFO - Epoch [29][1600/7330] lr: 1.000e-05, eta: 23:37:11, time: 1.458, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1226, s0.loss_cls: 0.1221, s0.acc: 95.2498, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1786, s1.loss_cls: 0.0546, s1.acc: 95.7590, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0844, s2.loss_cls: 0.0283, s2.acc: 95.6459, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0397, loss: 0.8911 2022-05-15 20:31:00,791 - mmdet - INFO - Epoch [29][1650/7330] lr: 1.000e-05, eta: 23:35:56, time: 1.451, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1330, s0.loss_cls: 0.1215, s0.acc: 95.3840, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1688, s1.loss_cls: 0.0531, s1.acc: 95.9956, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0806, s2.loss_cls: 0.0272, s2.acc: 95.8001, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0385, loss: 0.8741 2022-05-15 20:32:13,224 - mmdet - INFO - Epoch [29][1700/7330] lr: 1.000e-05, eta: 23:34:41, time: 1.448, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1293, s0.loss_cls: 0.1172, s0.acc: 95.6038, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1704, s1.loss_cls: 0.0504, s1.acc: 96.2689, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0812, s2.loss_cls: 0.0262, s2.acc: 96.0309, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0386, loss: 0.8603 2022-05-15 20:33:25,848 - mmdet - INFO - Epoch [29][1750/7330] lr: 1.000e-05, eta: 23:33:26, time: 1.451, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1277, s0.loss_cls: 0.1216, s0.acc: 95.3484, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1740, s1.loss_cls: 0.0535, s1.acc: 95.9929, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0828, s2.loss_cls: 0.0272, s2.acc: 95.8659, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0396, loss: 0.8876 2022-05-15 20:34:37,943 - mmdet - INFO - Epoch [29][1800/7330] lr: 1.000e-05, eta: 23:32:11, time: 1.444, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1293, s0.loss_cls: 0.1179, s0.acc: 95.4993, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1712, s1.loss_cls: 0.0530, s1.acc: 95.9885, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0807, s2.loss_cls: 0.0275, s2.acc: 95.7960, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0381, loss: 0.8689 2022-05-15 20:35:49,406 - mmdet - INFO - Epoch [29][1850/7330] lr: 1.000e-05, eta: 23:30:55, time: 1.429, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1372, s0.loss_cls: 0.1213, s0.acc: 95.5056, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1757, s1.loss_cls: 0.0529, s1.acc: 96.0906, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0838, s2.loss_cls: 0.0269, s2.acc: 95.8933, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0399, loss: 0.8922 2022-05-15 20:37:01,722 - mmdet - INFO - Epoch [29][1900/7330] lr: 1.000e-05, eta: 23:29:40, time: 1.446, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1262, s0.loss_cls: 0.1239, s0.acc: 95.4600, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1719, s1.loss_cls: 0.0548, s1.acc: 95.9848, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0817, s2.loss_cls: 0.0279, s2.acc: 95.7974, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0390, loss: 0.8788 2022-05-15 20:38:14,441 - mmdet - INFO - Epoch [29][1950/7330] lr: 1.000e-05, eta: 23:28:25, time: 1.454, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1348, s0.loss_cls: 0.1171, s0.acc: 95.5437, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1733, s1.loss_cls: 0.0519, s1.acc: 96.0587, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0824, s2.loss_cls: 0.0270, s2.acc: 95.8473, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0393, loss: 0.8752 2022-05-15 20:39:26,221 - mmdet - INFO - Epoch [29][2000/7330] lr: 1.000e-05, eta: 23:27:10, time: 1.436, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1288, s0.loss_cls: 0.1181, s0.acc: 95.4792, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1720, s1.loss_cls: 0.0523, s1.acc: 96.0311, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0813, s2.loss_cls: 0.0267, s2.acc: 95.8710, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0388, loss: 0.8735 2022-05-15 20:40:38,317 - mmdet - INFO - Epoch [29][2050/7330] lr: 1.000e-05, eta: 23:25:55, time: 1.442, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1286, s0.loss_cls: 0.1138, s0.acc: 95.6904, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1692, s1.loss_cls: 0.0502, s1.acc: 96.2275, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0807, s2.loss_cls: 0.0262, s2.acc: 95.9992, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0387, loss: 0.8534 2022-05-15 20:41:51,622 - mmdet - INFO - Epoch [29][2100/7330] lr: 1.000e-05, eta: 23:24:40, time: 1.465, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1339, s0.loss_cls: 0.1242, s0.acc: 95.3193, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1739, s1.loss_cls: 0.0550, s1.acc: 95.8935, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0829, s2.loss_cls: 0.0287, s2.acc: 95.6084, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0394, loss: 0.9019 2022-05-15 20:43:04,379 - mmdet - INFO - Epoch [29][2150/7330] lr: 1.000e-05, eta: 23:23:25, time: 1.456, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1330, s0.loss_cls: 0.1219, s0.acc: 95.3074, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1703, s1.loss_cls: 0.0549, s1.acc: 95.7569, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0812, s2.loss_cls: 0.0276, s2.acc: 95.7196, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0388, loss: 0.8788 2022-05-15 20:44:16,272 - mmdet - INFO - Epoch [29][2200/7330] lr: 1.000e-05, eta: 23:22:10, time: 1.438, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1245, s0.loss_cls: 0.1211, s0.acc: 95.4419, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1747, s1.loss_cls: 0.0529, s1.acc: 95.9873, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0833, s2.loss_cls: 0.0270, s2.acc: 95.8444, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0395, loss: 0.8797 2022-05-15 20:45:28,956 - mmdet - INFO - Epoch [29][2250/7330] lr: 1.000e-05, eta: 23:20:55, time: 1.454, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1276, s0.loss_cls: 0.1182, s0.acc: 95.4763, s0.loss_bbox: 0.0705, s0.loss_mask: 0.1683, s1.loss_cls: 0.0523, s1.acc: 95.9774, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0803, s2.loss_cls: 0.0268, s2.acc: 95.8586, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0383, loss: 0.8577 2022-05-15 20:46:42,281 - mmdet - INFO - Epoch [29][2300/7330] lr: 1.000e-05, eta: 23:19:40, time: 1.466, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0246, loss_semantic_seg: 0.1278, s0.loss_cls: 0.1268, s0.acc: 95.1714, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1808, s1.loss_cls: 0.0568, s1.acc: 95.7279, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0856, s2.loss_cls: 0.0292, s2.acc: 95.5337, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0404, loss: 0.9130 2022-05-15 20:47:54,024 - mmdet - INFO - Epoch [29][2350/7330] lr: 1.000e-05, eta: 23:18:24, time: 1.435, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1362, s0.loss_cls: 0.1223, s0.acc: 95.3389, s0.loss_bbox: 0.0751, s0.loss_mask: 0.1754, s1.loss_cls: 0.0552, s1.acc: 95.8347, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0833, s2.loss_cls: 0.0283, s2.acc: 95.6630, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0395, loss: 0.9005 2022-05-15 20:49:06,064 - mmdet - INFO - Epoch [29][2400/7330] lr: 1.000e-05, eta: 23:17:09, time: 1.440, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1288, s0.loss_cls: 0.1178, s0.acc: 95.4915, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1727, s1.loss_cls: 0.0517, s1.acc: 96.0419, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0825, s2.loss_cls: 0.0265, s2.acc: 95.9088, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0393, loss: 0.8672 2022-05-15 20:50:19,191 - mmdet - INFO - Epoch [29][2450/7330] lr: 1.000e-05, eta: 23:15:54, time: 1.463, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1401, s0.loss_cls: 0.1238, s0.acc: 95.3105, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1726, s1.loss_cls: 0.0547, s1.acc: 95.8491, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0817, s2.loss_cls: 0.0281, s2.acc: 95.6873, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0388, loss: 0.8882 2022-05-15 20:51:31,726 - mmdet - INFO - Epoch [29][2500/7330] lr: 1.000e-05, eta: 23:14:39, time: 1.451, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1316, s0.loss_cls: 0.1209, s0.acc: 95.3831, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1748, s1.loss_cls: 0.0531, s1.acc: 96.0354, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0832, s2.loss_cls: 0.0269, s2.acc: 95.8608, s2.loss_bbox: 0.0628, s2.loss_mask: 0.0397, loss: 0.8915 2022-05-15 20:52:43,157 - mmdet - INFO - Epoch [29][2550/7330] lr: 1.000e-05, eta: 23:13:24, time: 1.428, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1306, s0.loss_cls: 0.1209, s0.acc: 95.4280, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1759, s1.loss_cls: 0.0543, s1.acc: 95.8998, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0836, s2.loss_cls: 0.0282, s2.acc: 95.6532, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0398, loss: 0.8870 2022-05-15 20:53:54,525 - mmdet - INFO - Epoch [29][2600/7330] lr: 1.000e-05, eta: 23:12:08, time: 1.428, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1267, s0.loss_cls: 0.1169, s0.acc: 95.5066, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1745, s1.loss_cls: 0.0512, s1.acc: 96.0345, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0834, s2.loss_cls: 0.0266, s2.acc: 95.8342, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0396, loss: 0.8682 2022-05-15 20:55:06,661 - mmdet - INFO - Epoch [29][2650/7330] lr: 1.000e-05, eta: 23:10:53, time: 1.443, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1264, s0.loss_cls: 0.1195, s0.acc: 95.3904, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1708, s1.loss_cls: 0.0535, s1.acc: 95.9189, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0811, s2.loss_cls: 0.0276, s2.acc: 95.7151, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0384, loss: 0.8678 2022-05-15 20:56:18,790 - mmdet - INFO - Epoch [29][2700/7330] lr: 1.000e-05, eta: 23:09:38, time: 1.443, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0194, loss_semantic_seg: 0.1333, s0.loss_cls: 0.1220, s0.acc: 95.3469, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1681, s1.loss_cls: 0.0543, s1.acc: 95.8652, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0805, s2.loss_cls: 0.0280, s2.acc: 95.6892, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0384, loss: 0.8752 2022-05-15 20:57:31,386 - mmdet - INFO - Epoch [29][2750/7330] lr: 1.000e-05, eta: 23:08:23, time: 1.452, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1241, s0.loss_cls: 0.1219, s0.acc: 95.4233, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1750, s1.loss_cls: 0.0539, s1.acc: 95.9253, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0833, s2.loss_cls: 0.0280, s2.acc: 95.6900, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0398, loss: 0.8810 2022-05-15 20:58:43,502 - mmdet - INFO - Epoch [29][2800/7330] lr: 1.000e-05, eta: 23:07:08, time: 1.442, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1348, s0.loss_cls: 0.1225, s0.acc: 95.3658, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1708, s1.loss_cls: 0.0546, s1.acc: 95.9140, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0814, s2.loss_cls: 0.0282, s2.acc: 95.7343, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0387, loss: 0.8840 2022-05-15 20:59:56,159 - mmdet - INFO - Epoch [29][2850/7330] lr: 1.000e-05, eta: 23:05:53, time: 1.453, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1280, s0.loss_cls: 0.1239, s0.acc: 95.2866, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1751, s1.loss_cls: 0.0558, s1.acc: 95.8162, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0835, s2.loss_cls: 0.0288, s2.acc: 95.6452, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0399, loss: 0.8912 2022-05-15 21:01:09,591 - mmdet - INFO - Epoch [29][2900/7330] lr: 1.000e-05, eta: 23:04:38, time: 1.469, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1314, s0.loss_cls: 0.1257, s0.acc: 95.1904, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1742, s1.loss_cls: 0.0573, s1.acc: 95.6384, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0834, s2.loss_cls: 0.0292, s2.acc: 95.4308, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0397, loss: 0.8969 2022-05-15 21:02:22,302 - mmdet - INFO - Epoch [29][2950/7330] lr: 1.000e-05, eta: 23:03:23, time: 1.454, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1308, s0.loss_cls: 0.1187, s0.acc: 95.4912, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1719, s1.loss_cls: 0.0523, s1.acc: 96.0211, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0813, s2.loss_cls: 0.0267, s2.acc: 95.8750, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0385, loss: 0.8711 2022-05-15 21:03:34,493 - mmdet - INFO - Epoch [29][3000/7330] lr: 1.000e-05, eta: 23:02:08, time: 1.444, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1307, s0.loss_cls: 0.1212, s0.acc: 95.3125, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1745, s1.loss_cls: 0.0537, s1.acc: 95.8227, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0836, s2.loss_cls: 0.0280, s2.acc: 95.6214, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0399, loss: 0.8929 2022-05-15 21:04:46,839 - mmdet - INFO - Epoch [29][3050/7330] lr: 1.000e-05, eta: 23:00:53, time: 1.447, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1270, s0.loss_cls: 0.1147, s0.acc: 95.6826, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1702, s1.loss_cls: 0.0500, s1.acc: 96.3291, s1.loss_bbox: 0.0820, s1.loss_mask: 0.0812, s2.loss_cls: 0.0262, s2.acc: 96.1444, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0384, loss: 0.8507 2022-05-15 21:06:00,354 - mmdet - INFO - Epoch [29][3100/7330] lr: 1.000e-05, eta: 22:59:38, time: 1.470, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1332, s0.loss_cls: 0.1268, s0.acc: 95.1262, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1738, s1.loss_cls: 0.0564, s1.acc: 95.6766, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0816, s2.loss_cls: 0.0284, s2.acc: 95.6007, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0388, loss: 0.8973 2022-05-15 21:07:13,424 - mmdet - INFO - Epoch [29][3150/7330] lr: 1.000e-05, eta: 22:58:23, time: 1.461, data_time: 0.011, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1262, s0.loss_cls: 0.1253, s0.acc: 95.2754, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1718, s1.loss_cls: 0.0554, s1.acc: 95.9234, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0815, s2.loss_cls: 0.0286, s2.acc: 95.8018, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0390, loss: 0.8913 2022-05-15 21:08:25,033 - mmdet - INFO - Epoch [29][3200/7330] lr: 1.000e-05, eta: 22:57:08, time: 1.432, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1355, s0.loss_cls: 0.1166, s0.acc: 95.6523, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1744, s1.loss_cls: 0.0522, s1.acc: 96.1594, s1.loss_bbox: 0.0828, s1.loss_mask: 0.0836, s2.loss_cls: 0.0268, s2.acc: 95.9878, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0396, loss: 0.8760 2022-05-15 21:09:38,042 - mmdet - INFO - Epoch [29][3250/7330] lr: 1.000e-05, eta: 22:55:53, time: 1.460, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1273, s0.loss_cls: 0.1216, s0.acc: 95.3784, s0.loss_bbox: 0.0737, s0.loss_mask: 0.1755, s1.loss_cls: 0.0560, s1.acc: 95.7968, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0839, s2.loss_cls: 0.0287, s2.acc: 95.6162, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0399, loss: 0.8911 2022-05-15 21:10:50,607 - mmdet - INFO - Epoch [29][3300/7330] lr: 1.000e-05, eta: 22:54:38, time: 1.449, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1315, s0.loss_cls: 0.1151, s0.acc: 95.6328, s0.loss_bbox: 0.0675, s0.loss_mask: 0.1679, s1.loss_cls: 0.0515, s1.acc: 96.1798, s1.loss_bbox: 0.0802, s1.loss_mask: 0.0799, s2.loss_cls: 0.0263, s2.acc: 96.0430, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0378, loss: 0.8477 2022-05-15 21:12:03,590 - mmdet - INFO - Epoch [29][3350/7330] lr: 1.000e-05, eta: 22:53:23, time: 1.462, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1224, s0.loss_cls: 0.1195, s0.acc: 95.4795, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1749, s1.loss_cls: 0.0538, s1.acc: 95.9591, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0835, s2.loss_cls: 0.0276, s2.acc: 95.8163, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0395, loss: 0.8748 2022-05-15 21:13:16,589 - mmdet - INFO - Epoch [29][3400/7330] lr: 1.000e-05, eta: 22:52:08, time: 1.460, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1286, s0.loss_cls: 0.1269, s0.acc: 95.1986, s0.loss_bbox: 0.0774, s0.loss_mask: 0.1804, s1.loss_cls: 0.0573, s1.acc: 95.7013, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0859, s2.loss_cls: 0.0289, s2.acc: 95.5652, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0408, loss: 0.9124 2022-05-15 21:14:31,111 - mmdet - INFO - Epoch [29][3450/7330] lr: 1.000e-05, eta: 22:50:53, time: 1.490, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1284, s0.loss_cls: 0.1192, s0.acc: 95.4478, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1709, s1.loss_cls: 0.0534, s1.acc: 95.9563, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0813, s2.loss_cls: 0.0275, s2.acc: 95.7218, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0387, loss: 0.8707 2022-05-15 21:15:43,497 - mmdet - INFO - Epoch [29][3500/7330] lr: 1.000e-05, eta: 22:49:38, time: 1.448, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1230, s0.loss_cls: 0.1193, s0.acc: 95.4070, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1694, s1.loss_cls: 0.0537, s1.acc: 95.8970, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0807, s2.loss_cls: 0.0275, s2.acc: 95.7631, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0385, loss: 0.8663 2022-05-15 21:16:56,953 - mmdet - INFO - Epoch [29][3550/7330] lr: 1.000e-05, eta: 22:48:24, time: 1.469, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1308, s0.loss_cls: 0.1176, s0.acc: 95.4814, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1678, s1.loss_cls: 0.0514, s1.acc: 96.0822, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0795, s2.loss_cls: 0.0261, s2.acc: 95.9456, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0379, loss: 0.8539 2022-05-15 21:18:09,926 - mmdet - INFO - Epoch [29][3600/7330] lr: 1.000e-05, eta: 22:47:09, time: 1.460, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1324, s0.loss_cls: 0.1169, s0.acc: 95.5173, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1660, s1.loss_cls: 0.0524, s1.acc: 95.9570, s1.loss_bbox: 0.0820, s1.loss_mask: 0.0788, s2.loss_cls: 0.0261, s2.acc: 95.8993, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0374, loss: 0.8563 2022-05-15 21:19:22,433 - mmdet - INFO - Epoch [29][3650/7330] lr: 1.000e-05, eta: 22:45:54, time: 1.450, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1294, s0.loss_cls: 0.1169, s0.acc: 95.5227, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1723, s1.loss_cls: 0.0522, s1.acc: 96.0218, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0818, s2.loss_cls: 0.0270, s2.acc: 95.8131, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0389, loss: 0.8684 2022-05-15 21:20:34,819 - mmdet - INFO - Epoch [29][3700/7330] lr: 1.000e-05, eta: 22:44:39, time: 1.448, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1287, s0.loss_cls: 0.1269, s0.acc: 95.1182, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1801, s1.loss_cls: 0.0561, s1.acc: 95.6489, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0854, s2.loss_cls: 0.0289, s2.acc: 95.4957, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0405, loss: 0.9150 2022-05-15 21:21:47,266 - mmdet - INFO - Epoch [29][3750/7330] lr: 1.000e-05, eta: 22:43:23, time: 1.449, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1230, s0.loss_cls: 0.1212, s0.acc: 95.3994, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1717, s1.loss_cls: 0.0545, s1.acc: 95.9258, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0816, s2.loss_cls: 0.0282, s2.acc: 95.6801, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0389, loss: 0.8753 2022-05-15 21:23:00,172 - mmdet - INFO - Epoch [29][3800/7330] lr: 1.000e-05, eta: 22:42:09, time: 1.458, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1358, s0.loss_cls: 0.1216, s0.acc: 95.4006, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1741, s1.loss_cls: 0.0555, s1.acc: 95.8192, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0828, s2.loss_cls: 0.0287, s2.acc: 95.5946, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0393, loss: 0.8941 2022-05-15 21:24:14,266 - mmdet - INFO - Epoch [29][3850/7330] lr: 1.000e-05, eta: 22:40:54, time: 1.480, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1252, s0.loss_cls: 0.1146, s0.acc: 95.6579, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1665, s1.loss_cls: 0.0497, s1.acc: 96.2283, s1.loss_bbox: 0.0810, s1.loss_mask: 0.0787, s2.loss_cls: 0.0256, s2.acc: 96.0902, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0377, loss: 0.8418 2022-05-15 21:25:26,686 - mmdet - INFO - Epoch [29][3900/7330] lr: 1.000e-05, eta: 22:39:39, time: 1.450, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1330, s0.loss_cls: 0.1225, s0.acc: 95.2808, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1772, s1.loss_cls: 0.0548, s1.acc: 95.7743, s1.loss_bbox: 0.0887, s1.loss_mask: 0.0841, s2.loss_cls: 0.0285, s2.acc: 95.6006, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0400, loss: 0.8995 2022-05-15 21:26:39,535 - mmdet - INFO - Epoch [29][3950/7330] lr: 1.000e-05, eta: 22:38:24, time: 1.457, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1370, s0.loss_cls: 0.1191, s0.acc: 95.4158, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1754, s1.loss_cls: 0.0534, s1.acc: 95.8675, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0837, s2.loss_cls: 0.0275, s2.acc: 95.7916, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0401, loss: 0.8863 2022-05-15 21:27:53,537 - mmdet - INFO - Epoch [29][4000/7330] lr: 1.000e-05, eta: 22:37:09, time: 1.480, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1294, s0.loss_cls: 0.1228, s0.acc: 95.2656, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1747, s1.loss_cls: 0.0555, s1.acc: 95.7186, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0830, s2.loss_cls: 0.0285, s2.acc: 95.5426, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0395, loss: 0.8925 2022-05-15 21:29:07,651 - mmdet - INFO - Epoch [29][4050/7330] lr: 1.000e-05, eta: 22:35:55, time: 1.482, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1311, s0.loss_cls: 0.1247, s0.acc: 95.3035, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1770, s1.loss_cls: 0.0550, s1.acc: 95.8594, s1.loss_bbox: 0.0887, s1.loss_mask: 0.0843, s2.loss_cls: 0.0285, s2.acc: 95.6231, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0401, loss: 0.9021 2022-05-15 21:30:21,050 - mmdet - INFO - Epoch [29][4100/7330] lr: 1.000e-05, eta: 22:34:40, time: 1.468, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1313, s0.loss_cls: 0.1208, s0.acc: 95.3870, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1710, s1.loss_cls: 0.0537, s1.acc: 95.9838, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0816, s2.loss_cls: 0.0274, s2.acc: 95.9437, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0388, loss: 0.8786 2022-05-15 21:31:34,242 - mmdet - INFO - Epoch [29][4150/7330] lr: 1.000e-05, eta: 22:33:25, time: 1.464, data_time: 0.011, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1249, s0.loss_cls: 0.1178, s0.acc: 95.4661, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1709, s1.loss_cls: 0.0525, s1.acc: 96.0146, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0814, s2.loss_cls: 0.0269, s2.acc: 95.8322, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0384, loss: 0.8630 2022-05-15 21:32:48,145 - mmdet - INFO - Epoch [29][4200/7330] lr: 1.000e-05, eta: 22:32:10, time: 1.478, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1348, s0.loss_cls: 0.1212, s0.acc: 95.4373, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1761, s1.loss_cls: 0.0542, s1.acc: 95.8910, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0834, s2.loss_cls: 0.0282, s2.acc: 95.6884, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0396, loss: 0.8921 2022-05-15 21:33:59,482 - mmdet - INFO - Epoch [29][4250/7330] lr: 1.000e-05, eta: 22:30:55, time: 1.427, data_time: 0.011, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1364, s0.loss_cls: 0.1178, s0.acc: 95.5583, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1685, s1.loss_cls: 0.0537, s1.acc: 95.9837, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0802, s2.loss_cls: 0.0274, s2.acc: 95.7693, s2.loss_bbox: 0.0553, s2.loss_mask: 0.0380, loss: 0.8640 2022-05-15 21:35:11,190 - mmdet - INFO - Epoch [29][4300/7330] lr: 1.000e-05, eta: 22:29:40, time: 1.434, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1291, s0.loss_cls: 0.1171, s0.acc: 95.5117, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1744, s1.loss_cls: 0.0522, s1.acc: 96.0707, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0831, s2.loss_cls: 0.0270, s2.acc: 95.9010, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0394, loss: 0.8784 2022-05-15 21:36:23,840 - mmdet - INFO - Epoch [29][4350/7330] lr: 1.000e-05, eta: 22:28:25, time: 1.452, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1254, s0.loss_cls: 0.1243, s0.acc: 95.2102, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1725, s1.loss_cls: 0.0549, s1.acc: 95.7645, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0819, s2.loss_cls: 0.0285, s2.acc: 95.4653, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0391, loss: 0.8870 2022-05-15 21:37:36,586 - mmdet - INFO - Epoch [29][4400/7330] lr: 1.000e-05, eta: 22:27:10, time: 1.455, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1273, s0.loss_cls: 0.1141, s0.acc: 95.6252, s0.loss_bbox: 0.0681, s0.loss_mask: 0.1657, s1.loss_cls: 0.0502, s1.acc: 96.2047, s1.loss_bbox: 0.0816, s1.loss_mask: 0.0789, s2.loss_cls: 0.0261, s2.acc: 95.9396, s2.loss_bbox: 0.0552, s2.loss_mask: 0.0376, loss: 0.8413 2022-05-15 21:38:48,824 - mmdet - INFO - Epoch [29][4450/7330] lr: 1.000e-05, eta: 22:25:55, time: 1.445, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1239, s0.loss_cls: 0.1166, s0.acc: 95.5952, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1727, s1.loss_cls: 0.0520, s1.acc: 96.0657, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0820, s2.loss_cls: 0.0270, s2.acc: 95.9039, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0391, loss: 0.8592 2022-05-15 21:40:02,163 - mmdet - INFO - Epoch [29][4500/7330] lr: 1.000e-05, eta: 22:24:40, time: 1.466, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1322, s0.loss_cls: 0.1183, s0.acc: 95.5264, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1665, s1.loss_cls: 0.0520, s1.acc: 96.1417, s1.loss_bbox: 0.0818, s1.loss_mask: 0.0793, s2.loss_cls: 0.0265, s2.acc: 95.9857, s2.loss_bbox: 0.0552, s2.loss_mask: 0.0377, loss: 0.8537 2022-05-15 21:41:15,713 - mmdet - INFO - Epoch [29][4550/7330] lr: 1.000e-05, eta: 22:23:25, time: 1.471, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1395, s0.loss_cls: 0.1292, s0.acc: 95.1067, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1769, s1.loss_cls: 0.0579, s1.acc: 95.6422, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0842, s2.loss_cls: 0.0294, s2.acc: 95.5185, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0400, loss: 0.9229 2022-05-15 21:42:29,074 - mmdet - INFO - Epoch [29][4600/7330] lr: 1.000e-05, eta: 22:22:10, time: 1.467, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1296, s0.loss_cls: 0.1206, s0.acc: 95.4277, s0.loss_bbox: 0.0691, s0.loss_mask: 0.1708, s1.loss_cls: 0.0539, s1.acc: 95.9831, s1.loss_bbox: 0.0816, s1.loss_mask: 0.0815, s2.loss_cls: 0.0273, s2.acc: 95.8862, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0388, loss: 0.8669 2022-05-15 21:43:41,614 - mmdet - INFO - Epoch [29][4650/7330] lr: 1.000e-05, eta: 22:20:55, time: 1.451, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1358, s0.loss_cls: 0.1288, s0.acc: 95.1712, s0.loss_bbox: 0.0771, s0.loss_mask: 0.1759, s1.loss_cls: 0.0584, s1.acc: 95.6958, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0836, s2.loss_cls: 0.0298, s2.acc: 95.4388, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0396, loss: 0.9138 2022-05-15 21:44:54,002 - mmdet - INFO - Epoch [29][4700/7330] lr: 1.000e-05, eta: 22:19:40, time: 1.447, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1360, s0.loss_cls: 0.1233, s0.acc: 95.3652, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1730, s1.loss_cls: 0.0551, s1.acc: 95.9293, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0824, s2.loss_cls: 0.0288, s2.acc: 95.6451, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0388, loss: 0.8920 2022-05-15 21:46:07,168 - mmdet - INFO - Epoch [29][4750/7330] lr: 1.000e-05, eta: 22:18:25, time: 1.464, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1277, s0.loss_cls: 0.1190, s0.acc: 95.5042, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1693, s1.loss_cls: 0.0534, s1.acc: 95.9807, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0799, s2.loss_cls: 0.0273, s2.acc: 95.8651, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0379, loss: 0.8636 2022-05-15 21:47:20,624 - mmdet - INFO - Epoch [29][4800/7330] lr: 1.000e-05, eta: 22:17:11, time: 1.469, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1350, s0.loss_cls: 0.1323, s0.acc: 94.9994, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1774, s1.loss_cls: 0.0591, s1.acc: 95.5611, s1.loss_bbox: 0.0900, s1.loss_mask: 0.0844, s2.loss_cls: 0.0305, s2.acc: 95.3037, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0401, loss: 0.9253 2022-05-15 21:48:32,442 - mmdet - INFO - Epoch [29][4850/7330] lr: 1.000e-05, eta: 22:15:55, time: 1.436, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1341, s0.loss_cls: 0.1299, s0.acc: 95.1125, s0.loss_bbox: 0.0758, s0.loss_mask: 0.1782, s1.loss_cls: 0.0592, s1.acc: 95.5541, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0844, s2.loss_cls: 0.0303, s2.acc: 95.3731, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0398, loss: 0.9174 2022-05-15 21:49:45,031 - mmdet - INFO - Epoch [29][4900/7330] lr: 1.000e-05, eta: 22:14:40, time: 1.451, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1314, s0.loss_cls: 0.1297, s0.acc: 95.0950, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1761, s1.loss_cls: 0.0580, s1.acc: 95.6082, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0841, s2.loss_cls: 0.0296, s2.acc: 95.4444, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0403, loss: 0.9059 2022-05-15 21:50:57,986 - mmdet - INFO - Epoch [29][4950/7330] lr: 1.000e-05, eta: 22:13:25, time: 1.460, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1256, s0.loss_cls: 0.1216, s0.acc: 95.2986, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1740, s1.loss_cls: 0.0540, s1.acc: 95.8802, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0828, s2.loss_cls: 0.0277, s2.acc: 95.7098, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0392, loss: 0.8822 2022-05-15 21:52:10,406 - mmdet - INFO - Epoch [29][5000/7330] lr: 1.000e-05, eta: 22:12:10, time: 1.448, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1302, s0.loss_cls: 0.1220, s0.acc: 95.3979, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1757, s1.loss_cls: 0.0539, s1.acc: 95.9837, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0836, s2.loss_cls: 0.0278, s2.acc: 95.8143, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0397, loss: 0.8904 2022-05-15 21:53:24,196 - mmdet - INFO - Epoch [29][5050/7330] lr: 1.000e-05, eta: 22:10:56, time: 1.476, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1280, s0.loss_cls: 0.1177, s0.acc: 95.5034, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1683, s1.loss_cls: 0.0532, s1.acc: 95.9808, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0803, s2.loss_cls: 0.0276, s2.acc: 95.8047, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0382, loss: 0.8556 2022-05-15 21:54:37,496 - mmdet - INFO - Epoch [29][5100/7330] lr: 1.000e-05, eta: 22:09:41, time: 1.466, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1291, s0.loss_cls: 0.1229, s0.acc: 95.3406, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1745, s1.loss_cls: 0.0551, s1.acc: 95.8076, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0827, s2.loss_cls: 0.0282, s2.acc: 95.6061, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0391, loss: 0.8881 2022-05-15 21:55:50,933 - mmdet - INFO - Epoch [29][5150/7330] lr: 1.000e-05, eta: 22:08:26, time: 1.469, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1300, s0.loss_cls: 0.1258, s0.acc: 95.2117, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1782, s1.loss_cls: 0.0568, s1.acc: 95.7098, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0840, s2.loss_cls: 0.0286, s2.acc: 95.6448, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0398, loss: 0.9030 2022-05-15 21:57:04,494 - mmdet - INFO - Epoch [29][5200/7330] lr: 1.000e-05, eta: 22:07:11, time: 1.471, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1294, s0.loss_cls: 0.1168, s0.acc: 95.5061, s0.loss_bbox: 0.0691, s0.loss_mask: 0.1732, s1.loss_cls: 0.0520, s1.acc: 96.1056, s1.loss_bbox: 0.0826, s1.loss_mask: 0.0823, s2.loss_cls: 0.0265, s2.acc: 96.0115, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0393, loss: 0.8651 2022-05-15 21:58:17,088 - mmdet - INFO - Epoch [29][5250/7330] lr: 1.000e-05, eta: 22:05:56, time: 1.452, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1303, s0.loss_cls: 0.1232, s0.acc: 95.3433, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1743, s1.loss_cls: 0.0548, s1.acc: 95.9360, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0828, s2.loss_cls: 0.0278, s2.acc: 95.7852, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0393, loss: 0.8865 2022-05-15 21:59:29,093 - mmdet - INFO - Epoch [29][5300/7330] lr: 1.000e-05, eta: 22:04:41, time: 1.440, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1331, s0.loss_cls: 0.1166, s0.acc: 95.4993, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1728, s1.loss_cls: 0.0522, s1.acc: 95.9539, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0832, s2.loss_cls: 0.0273, s2.acc: 95.7467, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0397, loss: 0.8772 2022-05-15 22:00:42,775 - mmdet - INFO - Epoch [29][5350/7330] lr: 1.000e-05, eta: 22:03:27, time: 1.474, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1297, s0.loss_cls: 0.1218, s0.acc: 95.2964, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1730, s1.loss_cls: 0.0543, s1.acc: 95.8036, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0823, s2.loss_cls: 0.0280, s2.acc: 95.6128, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0393, loss: 0.8921 2022-05-15 22:01:56,875 - mmdet - INFO - Epoch [29][5400/7330] lr: 1.000e-05, eta: 22:02:12, time: 1.481, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1329, s0.loss_cls: 0.1220, s0.acc: 95.3218, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1715, s1.loss_cls: 0.0546, s1.acc: 95.8808, s1.loss_bbox: 0.0891, s1.loss_mask: 0.0818, s2.loss_cls: 0.0281, s2.acc: 95.7150, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0386, loss: 0.8912 2022-05-15 22:03:10,811 - mmdet - INFO - Epoch [29][5450/7330] lr: 1.000e-05, eta: 22:00:57, time: 1.479, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1274, s0.loss_cls: 0.1276, s0.acc: 95.1836, s0.loss_bbox: 0.0770, s0.loss_mask: 0.1756, s1.loss_cls: 0.0578, s1.acc: 95.6579, s1.loss_bbox: 0.0916, s1.loss_mask: 0.0845, s2.loss_cls: 0.0295, s2.acc: 95.4613, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0397, loss: 0.9100 2022-05-15 22:04:24,442 - mmdet - INFO - Epoch [29][5500/7330] lr: 1.000e-05, eta: 21:59:43, time: 1.472, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1313, s0.loss_cls: 0.1183, s0.acc: 95.4521, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1685, s1.loss_cls: 0.0530, s1.acc: 95.9503, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0807, s2.loss_cls: 0.0271, s2.acc: 95.7973, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0385, loss: 0.8702 2022-05-15 22:05:37,834 - mmdet - INFO - Epoch [29][5550/7330] lr: 1.000e-05, eta: 21:58:28, time: 1.468, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1340, s0.loss_cls: 0.1209, s0.acc: 95.4055, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1772, s1.loss_cls: 0.0543, s1.acc: 95.9357, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0836, s2.loss_cls: 0.0278, s2.acc: 95.8477, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0397, loss: 0.8898 2022-05-15 22:06:51,766 - mmdet - INFO - Epoch [29][5600/7330] lr: 1.000e-05, eta: 21:57:13, time: 1.476, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1313, s0.loss_cls: 0.1217, s0.acc: 95.3777, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1700, s1.loss_cls: 0.0560, s1.acc: 95.8224, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0803, s2.loss_cls: 0.0289, s2.acc: 95.6924, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0383, loss: 0.8772 2022-05-15 22:08:04,651 - mmdet - INFO - Epoch [29][5650/7330] lr: 1.000e-05, eta: 21:55:58, time: 1.460, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1286, s0.loss_cls: 0.1187, s0.acc: 95.4741, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1689, s1.loss_cls: 0.0527, s1.acc: 96.0683, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0803, s2.loss_cls: 0.0269, s2.acc: 95.9967, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0384, loss: 0.8662 2022-05-15 22:09:17,578 - mmdet - INFO - Epoch [29][5700/7330] lr: 1.000e-05, eta: 21:54:43, time: 1.459, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1291, s0.loss_cls: 0.1190, s0.acc: 95.5530, s0.loss_bbox: 0.0684, s0.loss_mask: 0.1711, s1.loss_cls: 0.0536, s1.acc: 95.9429, s1.loss_bbox: 0.0828, s1.loss_mask: 0.0819, s2.loss_cls: 0.0278, s2.acc: 95.6552, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0391, loss: 0.8658 2022-05-15 22:10:31,597 - mmdet - INFO - Epoch [29][5750/7330] lr: 1.000e-05, eta: 21:53:29, time: 1.480, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1259, s0.loss_cls: 0.1206, s0.acc: 95.4172, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1690, s1.loss_cls: 0.0525, s1.acc: 96.0286, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0803, s2.loss_cls: 0.0270, s2.acc: 95.8322, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0384, loss: 0.8622 2022-05-15 22:11:43,954 - mmdet - INFO - Epoch [29][5800/7330] lr: 1.000e-05, eta: 21:52:14, time: 1.447, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1373, s0.loss_cls: 0.1183, s0.acc: 95.5422, s0.loss_bbox: 0.0737, s0.loss_mask: 0.1724, s1.loss_cls: 0.0527, s1.acc: 95.9602, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0819, s2.loss_cls: 0.0279, s2.acc: 95.6880, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0390, loss: 0.8836 2022-05-15 22:12:58,055 - mmdet - INFO - Epoch [29][5850/7330] lr: 1.000e-05, eta: 21:50:59, time: 1.482, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1267, s0.loss_cls: 0.1259, s0.acc: 95.1909, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1807, s1.loss_cls: 0.0570, s1.acc: 95.6785, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0861, s2.loss_cls: 0.0290, s2.acc: 95.5457, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0408, loss: 0.9078 2022-05-15 22:14:13,142 - mmdet - INFO - Epoch [29][5900/7330] lr: 1.000e-05, eta: 21:49:45, time: 1.502, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1294, s0.loss_cls: 0.1207, s0.acc: 95.5190, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1710, s1.loss_cls: 0.0540, s1.acc: 96.0802, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0812, s2.loss_cls: 0.0282, s2.acc: 95.7855, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0386, loss: 0.8701 2022-05-15 22:15:26,459 - mmdet - INFO - Epoch [29][5950/7330] lr: 1.000e-05, eta: 21:48:30, time: 1.466, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1299, s0.loss_cls: 0.1188, s0.acc: 95.5168, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1720, s1.loss_cls: 0.0530, s1.acc: 95.9837, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0824, s2.loss_cls: 0.0274, s2.acc: 95.8014, s2.loss_bbox: 0.0553, s2.loss_mask: 0.0393, loss: 0.8648 2022-05-15 22:16:40,676 - mmdet - INFO - Epoch [29][6000/7330] lr: 1.000e-05, eta: 21:47:15, time: 1.484, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1300, s0.loss_cls: 0.1240, s0.acc: 95.2429, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1719, s1.loss_cls: 0.0557, s1.acc: 95.8108, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0815, s2.loss_cls: 0.0281, s2.acc: 95.6482, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0387, loss: 0.8846 2022-05-15 22:17:53,945 - mmdet - INFO - Epoch [29][6050/7330] lr: 1.000e-05, eta: 21:46:01, time: 1.466, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1283, s0.loss_cls: 0.1281, s0.acc: 95.0818, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1799, s1.loss_cls: 0.0577, s1.acc: 95.5838, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0858, s2.loss_cls: 0.0296, s2.acc: 95.3792, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0406, loss: 0.9132 2022-05-15 22:19:06,995 - mmdet - INFO - Epoch [29][6100/7330] lr: 1.000e-05, eta: 21:44:46, time: 1.461, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1244, s0.loss_cls: 0.1138, s0.acc: 95.7299, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1690, s1.loss_cls: 0.0500, s1.acc: 96.2906, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0812, s2.loss_cls: 0.0263, s2.acc: 96.0611, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0388, loss: 0.8513 2022-05-15 22:20:20,664 - mmdet - INFO - Epoch [29][6150/7330] lr: 1.000e-05, eta: 21:43:31, time: 1.473, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1278, s0.loss_cls: 0.1186, s0.acc: 95.4919, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1728, s1.loss_cls: 0.0523, s1.acc: 96.0103, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0825, s2.loss_cls: 0.0271, s2.acc: 95.7529, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0388, loss: 0.8696 2022-05-15 22:21:33,609 - mmdet - INFO - Epoch [29][6200/7330] lr: 1.000e-05, eta: 21:42:16, time: 1.459, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1263, s0.loss_cls: 0.1155, s0.acc: 95.5742, s0.loss_bbox: 0.0689, s0.loss_mask: 0.1701, s1.loss_cls: 0.0500, s1.acc: 96.2591, s1.loss_bbox: 0.0818, s1.loss_mask: 0.0814, s2.loss_cls: 0.0260, s2.acc: 96.0688, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0387, loss: 0.8502 2022-05-15 22:22:46,502 - mmdet - INFO - Epoch [29][6250/7330] lr: 1.000e-05, eta: 21:41:01, time: 1.456, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1291, s0.loss_cls: 0.1184, s0.acc: 95.5107, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1725, s1.loss_cls: 0.0526, s1.acc: 96.0221, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0817, s2.loss_cls: 0.0265, s2.acc: 95.9047, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0388, loss: 0.8656 2022-05-15 22:24:00,642 - mmdet - INFO - Epoch [29][6300/7330] lr: 1.000e-05, eta: 21:39:47, time: 1.485, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1238, s0.acc: 95.2979, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1734, s1.loss_cls: 0.0554, s1.acc: 95.7976, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0828, s2.loss_cls: 0.0281, s2.acc: 95.6940, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0393, loss: 0.8878 2022-05-15 22:25:14,360 - mmdet - INFO - Epoch [29][6350/7330] lr: 1.000e-05, eta: 21:38:32, time: 1.474, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1120, s0.acc: 95.7585, s0.loss_bbox: 0.0685, s0.loss_mask: 0.1674, s1.loss_cls: 0.0494, s1.acc: 96.3607, s1.loss_bbox: 0.0797, s1.loss_mask: 0.0795, s2.loss_cls: 0.0255, s2.acc: 96.1221, s2.loss_bbox: 0.0553, s2.loss_mask: 0.0379, loss: 0.8454 2022-05-15 22:26:26,790 - mmdet - INFO - Epoch [29][6400/7330] lr: 1.000e-05, eta: 21:37:17, time: 1.449, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1265, s0.loss_cls: 0.1191, s0.acc: 95.4094, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1710, s1.loss_cls: 0.0530, s1.acc: 95.9944, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0808, s2.loss_cls: 0.0273, s2.acc: 95.8944, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0384, loss: 0.8641 2022-05-15 22:27:40,074 - mmdet - INFO - Epoch [29][6450/7330] lr: 1.000e-05, eta: 21:36:02, time: 1.465, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1348, s0.loss_cls: 0.1262, s0.acc: 95.1670, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1757, s1.loss_cls: 0.0557, s1.acc: 95.7096, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0833, s2.loss_cls: 0.0286, s2.acc: 95.5644, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0394, loss: 0.9040 2022-05-15 22:28:53,579 - mmdet - INFO - Epoch [29][6500/7330] lr: 1.000e-05, eta: 21:34:47, time: 1.469, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1380, s0.loss_cls: 0.1215, s0.acc: 95.4229, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1718, s1.loss_cls: 0.0538, s1.acc: 95.9567, s1.loss_bbox: 0.0826, s1.loss_mask: 0.0820, s2.loss_cls: 0.0271, s2.acc: 95.8571, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0390, loss: 0.8775 2022-05-15 22:30:06,612 - mmdet - INFO - Epoch [29][6550/7330] lr: 1.000e-05, eta: 21:33:32, time: 1.463, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1307, s0.loss_cls: 0.1233, s0.acc: 95.3188, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1695, s1.loss_cls: 0.0548, s1.acc: 95.8599, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0808, s2.loss_cls: 0.0282, s2.acc: 95.6265, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0383, loss: 0.8809 2022-05-15 22:31:20,302 - mmdet - INFO - Epoch [29][6600/7330] lr: 1.000e-05, eta: 21:32:18, time: 1.474, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1331, s0.loss_cls: 0.1314, s0.acc: 94.9722, s0.loss_bbox: 0.0765, s0.loss_mask: 0.1745, s1.loss_cls: 0.0595, s1.acc: 95.4900, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0827, s2.loss_cls: 0.0306, s2.acc: 95.3091, s2.loss_bbox: 0.0622, s2.loss_mask: 0.0395, loss: 0.9205 2022-05-15 22:32:33,929 - mmdet - INFO - Epoch [29][6650/7330] lr: 1.000e-05, eta: 21:31:03, time: 1.472, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1266, s0.loss_cls: 0.1220, s0.acc: 95.3499, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1680, s1.loss_cls: 0.0540, s1.acc: 95.8286, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0794, s2.loss_cls: 0.0274, s2.acc: 95.8070, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0378, loss: 0.8651 2022-05-15 22:33:46,379 - mmdet - INFO - Epoch [29][6700/7330] lr: 1.000e-05, eta: 21:29:48, time: 1.449, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0185, loss_semantic_seg: 0.1266, s0.loss_cls: 0.1125, s0.acc: 95.7280, s0.loss_bbox: 0.0674, s0.loss_mask: 0.1650, s1.loss_cls: 0.0489, s1.acc: 96.3086, s1.loss_bbox: 0.0799, s1.loss_mask: 0.0785, s2.loss_cls: 0.0253, s2.acc: 96.0993, s2.loss_bbox: 0.0545, s2.loss_mask: 0.0375, loss: 0.8275 2022-05-15 22:34:59,303 - mmdet - INFO - Epoch [29][6750/7330] lr: 1.000e-05, eta: 21:28:33, time: 1.458, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1280, s0.loss_cls: 0.1179, s0.acc: 95.5115, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1716, s1.loss_cls: 0.0526, s1.acc: 96.0241, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0810, s2.loss_cls: 0.0269, s2.acc: 95.8525, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0384, loss: 0.8607 2022-05-15 22:36:12,793 - mmdet - INFO - Epoch [29][6800/7330] lr: 1.000e-05, eta: 21:27:18, time: 1.470, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1300, s0.loss_cls: 0.1159, s0.acc: 95.6208, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1704, s1.loss_cls: 0.0505, s1.acc: 96.2419, s1.loss_bbox: 0.0829, s1.loss_mask: 0.0811, s2.loss_cls: 0.0263, s2.acc: 96.0426, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0388, loss: 0.8577 2022-05-15 22:37:25,855 - mmdet - INFO - Epoch [29][6850/7330] lr: 1.000e-05, eta: 21:26:04, time: 1.461, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1251, s0.loss_cls: 0.1232, s0.acc: 95.3335, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1758, s1.loss_cls: 0.0550, s1.acc: 95.8989, s1.loss_bbox: 0.0881, s1.loss_mask: 0.0834, s2.loss_cls: 0.0289, s2.acc: 95.5562, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0395, loss: 0.8879 2022-05-15 22:38:38,534 - mmdet - INFO - Epoch [29][6900/7330] lr: 1.000e-05, eta: 21:24:49, time: 1.452, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1256, s0.loss_cls: 0.1203, s0.acc: 95.4751, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1734, s1.loss_cls: 0.0529, s1.acc: 96.0800, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0828, s2.loss_cls: 0.0275, s2.acc: 95.8049, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0394, loss: 0.8824 2022-05-15 22:39:52,343 - mmdet - INFO - Epoch [29][6950/7330] lr: 1.000e-05, eta: 21:23:34, time: 1.478, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1322, s0.loss_cls: 0.1174, s0.acc: 95.5266, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1675, s1.loss_cls: 0.0518, s1.acc: 96.1151, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0797, s2.loss_cls: 0.0268, s2.acc: 95.8573, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0376, loss: 0.8594 2022-05-15 22:41:05,339 - mmdet - INFO - Epoch [29][7000/7330] lr: 1.000e-05, eta: 21:22:19, time: 1.460, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1259, s0.loss_cls: 0.1167, s0.acc: 95.5447, s0.loss_bbox: 0.0691, s0.loss_mask: 0.1687, s1.loss_cls: 0.0514, s1.acc: 96.1019, s1.loss_bbox: 0.0820, s1.loss_mask: 0.0801, s2.loss_cls: 0.0266, s2.acc: 95.9158, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0381, loss: 0.8514 2022-05-15 22:42:17,272 - mmdet - INFO - Epoch [29][7050/7330] lr: 1.000e-05, eta: 21:21:04, time: 1.439, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1244, s0.loss_cls: 0.1185, s0.acc: 95.4805, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1680, s1.loss_cls: 0.0527, s1.acc: 95.9788, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0798, s2.loss_cls: 0.0272, s2.acc: 95.7844, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0377, loss: 0.8538 2022-05-15 22:43:30,621 - mmdet - INFO - Epoch [29][7100/7330] lr: 1.000e-05, eta: 21:19:49, time: 1.467, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1287, s0.loss_cls: 0.1199, s0.acc: 95.4045, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1722, s1.loss_cls: 0.0547, s1.acc: 95.8081, s1.loss_bbox: 0.0807, s1.loss_mask: 0.0823, s2.loss_cls: 0.0277, s2.acc: 95.7305, s2.loss_bbox: 0.0558, s2.loss_mask: 0.0392, loss: 0.8638 2022-05-15 22:44:43,731 - mmdet - INFO - Epoch [29][7150/7330] lr: 1.000e-05, eta: 21:18:34, time: 1.462, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1276, s0.loss_cls: 0.1200, s0.acc: 95.5110, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1685, s1.loss_cls: 0.0527, s1.acc: 96.0816, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0801, s2.loss_cls: 0.0270, s2.acc: 95.9704, s2.loss_bbox: 0.0548, s2.loss_mask: 0.0381, loss: 0.8574 2022-05-15 22:45:57,748 - mmdet - INFO - Epoch [29][7200/7330] lr: 1.000e-05, eta: 21:17:20, time: 1.480, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1315, s0.loss_cls: 0.1225, s0.acc: 95.2703, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1772, s1.loss_cls: 0.0543, s1.acc: 95.8254, s1.loss_bbox: 0.0892, s1.loss_mask: 0.0841, s2.loss_cls: 0.0279, s2.acc: 95.6313, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0399, loss: 0.8995 2022-05-15 22:47:10,362 - mmdet - INFO - Epoch [29][7250/7330] lr: 1.000e-05, eta: 21:16:05, time: 1.452, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1213, s0.loss_cls: 0.1153, s0.acc: 95.5581, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1637, s1.loss_cls: 0.0510, s1.acc: 96.1477, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0776, s2.loss_cls: 0.0268, s2.acc: 95.8692, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0370, loss: 0.8414 2022-05-15 22:48:22,864 - mmdet - INFO - Epoch [29][7300/7330] lr: 1.000e-05, eta: 21:14:50, time: 1.450, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1276, s0.loss_cls: 0.1178, s0.acc: 95.4231, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1693, s1.loss_cls: 0.0512, s1.acc: 96.0046, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0802, s2.loss_cls: 0.0261, s2.acc: 95.8969, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0383, loss: 0.8544 2022-05-15 22:49:25,685 - mmdet - INFO - Saving checkpoint at 29 epochs 2022-05-15 22:54:11,803 - mmdet - INFO - Evaluating bbox... 2022-05-15 22:54:52,113 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.578 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.765 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.636 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.432 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.617 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.720 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.739 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.739 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.739 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.610 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.771 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.867 2022-05-15 22:54:52,114 - mmdet - INFO - Evaluating segm... 2022-05-15 22:55:40,239 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.502 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.744 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.549 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 ] = 0.533 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.685 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 ] = 0.499 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.672 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.780 2022-05-15 22:55:40,935 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-15 22:55:40,935 - mmdet - INFO - Epoch(val) [29][313] bbox_mAP: 0.5780, bbox_mAP_50: 0.7650, bbox_mAP_75: 0.6360, bbox_mAP_s: 0.4320, bbox_mAP_m: 0.6170, bbox_mAP_l: 0.7200, bbox_mAP_copypaste: 0.578 0.765 0.636 0.432 0.617 0.720, segm_mAP: 0.5020, segm_mAP_50: 0.7440, segm_mAP_75: 0.5490, segm_mAP_s: 0.3230, segm_mAP_m: 0.5330, segm_mAP_l: 0.6850, segm_mAP_copypaste: 0.502 0.744 0.549 0.323 0.533 0.685 2022-05-15 23:00:59,883 - mmdet - INFO - Epoch [30][50/7330] lr: 1.000e-05, eta: 21:13:39, time: 6.378, data_time: 4.909, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1301, s0.loss_cls: 0.1191, s0.acc: 95.4128, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1723, s1.loss_cls: 0.0525, s1.acc: 96.0133, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0826, s2.loss_cls: 0.0269, s2.acc: 95.8320, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0394, loss: 0.8754 2022-05-15 23:02:13,117 - mmdet - INFO - Epoch [30][100/7330] lr: 1.000e-05, eta: 21:12:24, time: 1.465, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1239, s0.loss_cls: 0.1124, s0.acc: 95.7273, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1690, s1.loss_cls: 0.0498, s1.acc: 96.2424, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0799, s2.loss_cls: 0.0251, s2.acc: 96.1231, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0380, loss: 0.8410 2022-05-15 23:03:26,766 - mmdet - INFO - Epoch [30][150/7330] lr: 1.000e-05, eta: 21:11:09, time: 1.473, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1299, s0.loss_cls: 0.1120, s0.acc: 95.7097, s0.loss_bbox: 0.0678, s0.loss_mask: 0.1685, s1.loss_cls: 0.0502, s1.acc: 96.1935, s1.loss_bbox: 0.0795, s1.loss_mask: 0.0798, s2.loss_cls: 0.0253, s2.acc: 96.0495, s2.loss_bbox: 0.0548, s2.loss_mask: 0.0379, loss: 0.8394 2022-05-15 23:04:39,639 - mmdet - INFO - Epoch [30][200/7330] lr: 1.000e-05, eta: 21:09:54, time: 1.457, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1319, s0.loss_cls: 0.1210, s0.acc: 95.3279, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1733, s1.loss_cls: 0.0538, s1.acc: 95.8492, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0826, s2.loss_cls: 0.0280, s2.acc: 95.5997, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0390, loss: 0.8890 2022-05-15 23:05:52,358 - mmdet - INFO - Epoch [30][250/7330] lr: 1.000e-05, eta: 21:08:39, time: 1.454, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1298, s0.loss_cls: 0.1234, s0.acc: 95.4250, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1687, s1.loss_cls: 0.0552, s1.acc: 95.9599, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0806, s2.loss_cls: 0.0282, s2.acc: 95.8518, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0381, loss: 0.8725 2022-05-15 23:07:05,115 - mmdet - INFO - Epoch [30][300/7330] lr: 1.000e-05, eta: 21:07:24, time: 1.455, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1279, s0.loss_cls: 0.1180, s0.acc: 95.4883, s0.loss_bbox: 0.0717, s0.loss_mask: 0.1727, s1.loss_cls: 0.0537, s1.acc: 95.9198, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0816, s2.loss_cls: 0.0280, s2.acc: 95.7335, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0386, loss: 0.8716 2022-05-15 23:08:18,494 - mmdet - INFO - Epoch [30][350/7330] lr: 1.000e-05, eta: 21:06:09, time: 1.465, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1222, s0.loss_cls: 0.1167, s0.acc: 95.5430, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1720, s1.loss_cls: 0.0517, s1.acc: 96.0799, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0821, s2.loss_cls: 0.0263, s2.acc: 95.9399, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0391, loss: 0.8677 2022-05-15 23:09:32,009 - mmdet - INFO - Epoch [30][400/7330] lr: 1.000e-05, eta: 21:04:55, time: 1.469, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1286, s0.loss_cls: 0.1165, s0.acc: 95.5198, s0.loss_bbox: 0.0700, s0.loss_mask: 0.1721, s1.loss_cls: 0.0520, s1.acc: 96.0788, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0823, s2.loss_cls: 0.0269, s2.acc: 95.8673, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0389, loss: 0.8613 2022-05-15 23:10:45,185 - mmdet - INFO - Epoch [30][450/7330] lr: 1.000e-05, eta: 21:03:40, time: 1.467, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1275, s0.loss_cls: 0.1118, s0.acc: 95.7043, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1686, s1.loss_cls: 0.0493, s1.acc: 96.2810, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0802, s2.loss_cls: 0.0254, s2.acc: 96.0904, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0382, loss: 0.8484 2022-05-15 23:11:57,581 - mmdet - INFO - Epoch [30][500/7330] lr: 1.000e-05, eta: 21:02:25, time: 1.448, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1240, s0.loss_cls: 0.1176, s0.acc: 95.5364, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1772, s1.loss_cls: 0.0522, s1.acc: 96.0870, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0840, s2.loss_cls: 0.0266, s2.acc: 95.9035, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0398, loss: 0.8716 2022-05-15 23:13:10,855 - mmdet - INFO - Epoch [30][550/7330] lr: 1.000e-05, eta: 21:01:10, time: 1.465, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1322, s0.loss_cls: 0.1108, s0.acc: 95.7996, s0.loss_bbox: 0.0671, s0.loss_mask: 0.1668, s1.loss_cls: 0.0483, s1.acc: 96.3659, s1.loss_bbox: 0.0799, s1.loss_mask: 0.0796, s2.loss_cls: 0.0245, s2.acc: 96.2488, s2.loss_bbox: 0.0551, s2.loss_mask: 0.0380, loss: 0.8375 2022-05-15 23:14:24,339 - mmdet - INFO - Epoch [30][600/7330] lr: 1.000e-05, eta: 20:59:55, time: 1.470, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1268, s0.loss_cls: 0.1231, s0.acc: 95.3596, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1738, s1.loss_cls: 0.0551, s1.acc: 95.9102, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0826, s2.loss_cls: 0.0281, s2.acc: 95.7800, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0395, loss: 0.8840 2022-05-15 23:15:37,514 - mmdet - INFO - Epoch [30][650/7330] lr: 1.000e-05, eta: 20:58:40, time: 1.461, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1329, s0.loss_cls: 0.1258, s0.acc: 95.2258, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1748, s1.loss_cls: 0.0566, s1.acc: 95.7608, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0828, s2.loss_cls: 0.0289, s2.acc: 95.6384, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0391, loss: 0.8980 2022-05-15 23:16:49,913 - mmdet - INFO - Epoch [30][700/7330] lr: 1.000e-05, eta: 20:57:25, time: 1.450, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1313, s0.loss_cls: 0.1218, s0.acc: 95.4565, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1754, s1.loss_cls: 0.0548, s1.acc: 95.8962, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0832, s2.loss_cls: 0.0283, s2.acc: 95.6872, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0395, loss: 0.8843 2022-05-15 23:18:02,628 - mmdet - INFO - Epoch [30][750/7330] lr: 1.000e-05, eta: 20:56:10, time: 1.454, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1288, s0.loss_cls: 0.1173, s0.acc: 95.5522, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1715, s1.loss_cls: 0.0519, s1.acc: 96.1149, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0825, s2.loss_cls: 0.0268, s2.acc: 95.8969, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0392, loss: 0.8627 2022-05-15 23:19:15,215 - mmdet - INFO - Epoch [30][800/7330] lr: 1.000e-05, eta: 20:54:55, time: 1.452, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1265, s0.loss_cls: 0.1265, s0.acc: 95.1250, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1769, s1.loss_cls: 0.0569, s1.acc: 95.5943, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0839, s2.loss_cls: 0.0294, s2.acc: 95.4692, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0400, loss: 0.9049 2022-05-15 23:20:27,498 - mmdet - INFO - Epoch [30][850/7330] lr: 1.000e-05, eta: 20:53:40, time: 1.446, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1269, s0.loss_cls: 0.1213, s0.acc: 95.3076, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1714, s1.loss_cls: 0.0530, s1.acc: 95.9372, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0813, s2.loss_cls: 0.0272, s2.acc: 95.8262, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0387, loss: 0.8697 2022-05-15 23:21:41,057 - mmdet - INFO - Epoch [30][900/7330] lr: 1.000e-05, eta: 20:52:25, time: 1.471, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1251, s0.loss_cls: 0.1202, s0.acc: 95.3916, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1693, s1.loss_cls: 0.0539, s1.acc: 95.8950, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0806, s2.loss_cls: 0.0270, s2.acc: 95.8059, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0385, loss: 0.8591 2022-05-15 23:22:55,091 - mmdet - INFO - Epoch [30][950/7330] lr: 1.000e-05, eta: 20:51:11, time: 1.481, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1255, s0.loss_cls: 0.1217, s0.acc: 95.3410, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1770, s1.loss_cls: 0.0544, s1.acc: 95.9115, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0841, s2.loss_cls: 0.0279, s2.acc: 95.7575, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0400, loss: 0.8840 2022-05-15 23:24:07,544 - mmdet - INFO - Epoch [30][1000/7330] lr: 1.000e-05, eta: 20:49:56, time: 1.449, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1248, s0.loss_cls: 0.1134, s0.acc: 95.6804, s0.loss_bbox: 0.0667, s0.loss_mask: 0.1668, s1.loss_cls: 0.0505, s1.acc: 96.1658, s1.loss_bbox: 0.0801, s1.loss_mask: 0.0795, s2.loss_cls: 0.0257, s2.acc: 96.0105, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0380, loss: 0.8368 2022-05-15 23:25:20,921 - mmdet - INFO - Epoch [30][1050/7330] lr: 1.000e-05, eta: 20:48:41, time: 1.467, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1278, s0.loss_cls: 0.1213, s0.acc: 95.3149, s0.loss_bbox: 0.0756, s0.loss_mask: 0.1755, s1.loss_cls: 0.0531, s1.acc: 95.8865, s1.loss_bbox: 0.0893, s1.loss_mask: 0.0829, s2.loss_cls: 0.0272, s2.acc: 95.7232, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0393, loss: 0.8925 2022-05-15 23:26:34,024 - mmdet - INFO - Epoch [30][1100/7330] lr: 1.000e-05, eta: 20:47:26, time: 1.462, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1290, s0.loss_cls: 0.1253, s0.acc: 95.2141, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1765, s1.loss_cls: 0.0564, s1.acc: 95.7994, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0842, s2.loss_cls: 0.0285, s2.acc: 95.6501, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0402, loss: 0.9000 2022-05-15 23:27:46,179 - mmdet - INFO - Epoch [30][1150/7330] lr: 1.000e-05, eta: 20:46:11, time: 1.443, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1339, s0.loss_cls: 0.1199, s0.acc: 95.4480, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1731, s1.loss_cls: 0.0548, s1.acc: 95.8662, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0824, s2.loss_cls: 0.0277, s2.acc: 95.8292, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0392, loss: 0.8785 2022-05-15 23:28:58,752 - mmdet - INFO - Epoch [30][1200/7330] lr: 1.000e-05, eta: 20:44:56, time: 1.451, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1327, s0.loss_cls: 0.1219, s0.acc: 95.4119, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1760, s1.loss_cls: 0.0541, s1.acc: 96.0140, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0836, s2.loss_cls: 0.0274, s2.acc: 95.9588, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0396, loss: 0.8962 2022-05-15 23:30:11,747 - mmdet - INFO - Epoch [30][1250/7330] lr: 1.000e-05, eta: 20:43:41, time: 1.460, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1357, s0.loss_cls: 0.1238, s0.acc: 95.3574, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1694, s1.loss_cls: 0.0555, s1.acc: 95.8364, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0807, s2.loss_cls: 0.0285, s2.acc: 95.6976, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0386, loss: 0.8862 2022-05-15 23:31:24,524 - mmdet - INFO - Epoch [30][1300/7330] lr: 1.000e-05, eta: 20:42:26, time: 1.456, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1306, s0.loss_cls: 0.1220, s0.acc: 95.2925, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1737, s1.loss_cls: 0.0542, s1.acc: 95.7635, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0827, s2.loss_cls: 0.0277, s2.acc: 95.6662, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0394, loss: 0.8874 2022-05-15 23:32:37,599 - mmdet - INFO - Epoch [30][1350/7330] lr: 1.000e-05, eta: 20:41:11, time: 1.461, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1258, s0.loss_cls: 0.1216, s0.acc: 95.3694, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1738, s1.loss_cls: 0.0535, s1.acc: 95.9707, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0822, s2.loss_cls: 0.0274, s2.acc: 95.7329, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0390, loss: 0.8757 2022-05-15 23:33:50,314 - mmdet - INFO - Epoch [30][1400/7330] lr: 1.000e-05, eta: 20:39:56, time: 1.452, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1225, s0.loss_cls: 0.1152, s0.acc: 95.6716, s0.loss_bbox: 0.0674, s0.loss_mask: 0.1712, s1.loss_cls: 0.0507, s1.acc: 96.2203, s1.loss_bbox: 0.0805, s1.loss_mask: 0.0816, s2.loss_cls: 0.0260, s2.acc: 96.0266, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0388, loss: 0.8468 2022-05-15 23:35:03,608 - mmdet - INFO - Epoch [30][1450/7330] lr: 1.000e-05, eta: 20:38:42, time: 1.468, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1249, s0.loss_cls: 0.1194, s0.acc: 95.4070, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1727, s1.loss_cls: 0.0535, s1.acc: 95.9396, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0826, s2.loss_cls: 0.0274, s2.acc: 95.7600, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0393, loss: 0.8738 2022-05-15 23:36:16,808 - mmdet - INFO - Epoch [30][1500/7330] lr: 1.000e-05, eta: 20:37:27, time: 1.464, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0240, loss_semantic_seg: 0.1331, s0.loss_cls: 0.1305, s0.acc: 95.0913, s0.loss_bbox: 0.0791, s0.loss_mask: 0.1773, s1.loss_cls: 0.0579, s1.acc: 95.6291, s1.loss_bbox: 0.0922, s1.loss_mask: 0.0835, s2.loss_cls: 0.0295, s2.acc: 95.4688, s2.loss_bbox: 0.0629, s2.loss_mask: 0.0398, loss: 0.9252 2022-05-15 23:37:30,533 - mmdet - INFO - Epoch [30][1550/7330] lr: 1.000e-05, eta: 20:36:12, time: 1.475, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1222, s0.loss_cls: 0.1167, s0.acc: 95.5801, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1721, s1.loss_cls: 0.0507, s1.acc: 96.1510, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0821, s2.loss_cls: 0.0261, s2.acc: 95.9903, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0388, loss: 0.8609 2022-05-15 23:38:43,231 - mmdet - INFO - Epoch [30][1600/7330] lr: 1.000e-05, eta: 20:34:57, time: 1.454, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1281, s0.loss_cls: 0.1171, s0.acc: 95.6208, s0.loss_bbox: 0.0685, s0.loss_mask: 0.1634, s1.loss_cls: 0.0520, s1.acc: 96.1371, s1.loss_bbox: 0.0798, s1.loss_mask: 0.0772, s2.loss_cls: 0.0265, s2.acc: 95.9665, s2.loss_bbox: 0.0546, s2.loss_mask: 0.0366, loss: 0.8365 2022-05-15 23:39:55,527 - mmdet - INFO - Epoch [30][1650/7330] lr: 1.000e-05, eta: 20:33:42, time: 1.446, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0191, loss_semantic_seg: 0.1265, s0.loss_cls: 0.1156, s0.acc: 95.5742, s0.loss_bbox: 0.0666, s0.loss_mask: 0.1676, s1.loss_cls: 0.0501, s1.acc: 96.2525, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0799, s2.loss_cls: 0.0257, s2.acc: 96.2002, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0380, loss: 0.8423 2022-05-15 23:41:09,260 - mmdet - INFO - Epoch [30][1700/7330] lr: 1.000e-05, eta: 20:32:27, time: 1.475, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1272, s0.loss_cls: 0.1235, s0.acc: 95.2700, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1762, s1.loss_cls: 0.0548, s1.acc: 95.8532, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0830, s2.loss_cls: 0.0277, s2.acc: 95.6802, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0395, loss: 0.8878 2022-05-15 23:42:21,367 - mmdet - INFO - Epoch [30][1750/7330] lr: 1.000e-05, eta: 20:31:12, time: 1.442, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1313, s0.loss_cls: 0.1172, s0.acc: 95.5452, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1707, s1.loss_cls: 0.0520, s1.acc: 96.0595, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0817, s2.loss_cls: 0.0263, s2.acc: 95.9116, s2.loss_bbox: 0.0556, s2.loss_mask: 0.0389, loss: 0.8577 2022-05-15 23:43:33,951 - mmdet - INFO - Epoch [30][1800/7330] lr: 1.000e-05, eta: 20:29:57, time: 1.452, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1274, s0.loss_cls: 0.1160, s0.acc: 95.5002, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1728, s1.loss_cls: 0.0524, s1.acc: 95.9832, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0828, s2.loss_cls: 0.0269, s2.acc: 95.7954, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0398, loss: 0.8666 2022-05-15 23:44:47,175 - mmdet - INFO - Epoch [30][1850/7330] lr: 1.000e-05, eta: 20:28:42, time: 1.464, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1322, s0.loss_cls: 0.1162, s0.acc: 95.5061, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1714, s1.loss_cls: 0.0522, s1.acc: 95.9165, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0813, s2.loss_cls: 0.0263, s2.acc: 95.8538, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0388, loss: 0.8661 2022-05-15 23:45:59,479 - mmdet - INFO - Epoch [30][1900/7330] lr: 1.000e-05, eta: 20:27:27, time: 1.446, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1258, s0.loss_cls: 0.1180, s0.acc: 95.5588, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1685, s1.loss_cls: 0.0509, s1.acc: 96.2042, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0799, s2.loss_cls: 0.0264, s2.acc: 95.9915, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0379, loss: 0.8587 2022-05-15 23:47:12,639 - mmdet - INFO - Epoch [30][1950/7330] lr: 1.000e-05, eta: 20:26:12, time: 1.463, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1242, s0.loss_cls: 0.1239, s0.acc: 95.2656, s0.loss_bbox: 0.0754, s0.loss_mask: 0.1734, s1.loss_cls: 0.0559, s1.acc: 95.7309, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0820, s2.loss_cls: 0.0283, s2.acc: 95.5726, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0390, loss: 0.8883 2022-05-15 23:48:26,225 - mmdet - INFO - Epoch [30][2000/7330] lr: 1.000e-05, eta: 20:24:58, time: 1.472, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1254, s0.loss_cls: 0.1128, s0.acc: 95.6914, s0.loss_bbox: 0.0680, s0.loss_mask: 0.1680, s1.loss_cls: 0.0501, s1.acc: 96.2898, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0794, s2.loss_cls: 0.0258, s2.acc: 96.0421, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0378, loss: 0.8393 2022-05-15 23:49:39,920 - mmdet - INFO - Epoch [30][2050/7330] lr: 1.000e-05, eta: 20:23:43, time: 1.474, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0194, loss_semantic_seg: 0.1272, s0.loss_cls: 0.1167, s0.acc: 95.5398, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1723, s1.loss_cls: 0.0517, s1.acc: 96.1404, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0825, s2.loss_cls: 0.0263, s2.acc: 95.9297, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0394, loss: 0.8646 2022-05-15 23:50:53,449 - mmdet - INFO - Epoch [30][2100/7330] lr: 1.000e-05, eta: 20:22:28, time: 1.471, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1261, s0.loss_cls: 0.1137, s0.acc: 95.6433, s0.loss_bbox: 0.0672, s0.loss_mask: 0.1676, s1.loss_cls: 0.0500, s1.acc: 96.1916, s1.loss_bbox: 0.0802, s1.loss_mask: 0.0798, s2.loss_cls: 0.0257, s2.acc: 96.0309, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0380, loss: 0.8392 2022-05-15 23:52:07,564 - mmdet - INFO - Epoch [30][2150/7330] lr: 1.000e-05, eta: 20:21:14, time: 1.482, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1294, s0.loss_cls: 0.1201, s0.acc: 95.5208, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1728, s1.loss_cls: 0.0523, s1.acc: 96.1501, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0822, s2.loss_cls: 0.0271, s2.acc: 95.8959, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0392, loss: 0.8798 2022-05-15 23:53:22,005 - mmdet - INFO - Epoch [30][2200/7330] lr: 1.000e-05, eta: 20:19:59, time: 1.489, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1252, s0.loss_cls: 0.1171, s0.acc: 95.5994, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1684, s1.loss_cls: 0.0516, s1.acc: 96.1369, s1.loss_bbox: 0.0828, s1.loss_mask: 0.0808, s2.loss_cls: 0.0265, s2.acc: 96.0440, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0381, loss: 0.8510 2022-05-15 23:54:35,590 - mmdet - INFO - Epoch [30][2250/7330] lr: 1.000e-05, eta: 20:18:44, time: 1.472, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1304, s0.loss_cls: 0.1184, s0.acc: 95.4343, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1720, s1.loss_cls: 0.0528, s1.acc: 95.9851, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0823, s2.loss_cls: 0.0276, s2.acc: 95.7199, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0393, loss: 0.8695 2022-05-15 23:55:49,305 - mmdet - INFO - Epoch [30][2300/7330] lr: 1.000e-05, eta: 20:17:30, time: 1.474, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1241, s0.loss_cls: 0.1128, s0.acc: 95.5728, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1703, s1.loss_cls: 0.0490, s1.acc: 96.1474, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0806, s2.loss_cls: 0.0255, s2.acc: 95.9088, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0382, loss: 0.8467 2022-05-15 23:57:01,595 - mmdet - INFO - Epoch [30][2350/7330] lr: 1.000e-05, eta: 20:16:15, time: 1.445, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1305, s0.loss_cls: 0.1085, s0.acc: 95.9033, s0.loss_bbox: 0.0656, s0.loss_mask: 0.1659, s1.loss_cls: 0.0469, s1.acc: 96.4620, s1.loss_bbox: 0.0798, s1.loss_mask: 0.0792, s2.loss_cls: 0.0238, s2.acc: 96.3180, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0376, loss: 0.8275 2022-05-15 23:58:14,767 - mmdet - INFO - Epoch [30][2400/7330] lr: 1.000e-05, eta: 20:15:00, time: 1.464, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1278, s0.loss_cls: 0.1179, s0.acc: 95.5459, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1769, s1.loss_cls: 0.0528, s1.acc: 96.1002, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0841, s2.loss_cls: 0.0273, s2.acc: 95.8218, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0399, loss: 0.8769 2022-05-15 23:59:27,985 - mmdet - INFO - Epoch [30][2450/7330] lr: 1.000e-05, eta: 20:13:45, time: 1.464, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1267, s0.loss_cls: 0.1160, s0.acc: 95.4907, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1729, s1.loss_cls: 0.0522, s1.acc: 96.0461, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0819, s2.loss_cls: 0.0270, s2.acc: 95.8820, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0386, loss: 0.8624 2022-05-16 00:00:43,114 - mmdet - INFO - Epoch [30][2500/7330] lr: 1.000e-05, eta: 20:12:31, time: 1.502, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1298, s0.loss_cls: 0.1204, s0.acc: 95.4497, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1732, s1.loss_cls: 0.0535, s1.acc: 95.9567, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0823, s2.loss_cls: 0.0276, s2.acc: 95.8037, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0392, loss: 0.8852 2022-05-16 00:01:57,045 - mmdet - INFO - Epoch [30][2550/7330] lr: 1.000e-05, eta: 20:11:16, time: 1.479, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1250, s0.loss_cls: 0.1221, s0.acc: 95.3179, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1721, s1.loss_cls: 0.0530, s1.acc: 95.9329, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0820, s2.loss_cls: 0.0272, s2.acc: 95.8440, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0391, loss: 0.8759 2022-05-16 00:03:10,694 - mmdet - INFO - Epoch [30][2600/7330] lr: 1.000e-05, eta: 20:10:01, time: 1.473, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1271, s0.loss_cls: 0.1215, s0.acc: 95.3926, s0.loss_bbox: 0.0705, s0.loss_mask: 0.1719, s1.loss_cls: 0.0550, s1.acc: 95.8383, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0824, s2.loss_cls: 0.0283, s2.acc: 95.7042, s2.loss_bbox: 0.0560, s2.loss_mask: 0.0393, loss: 0.8704 2022-05-16 00:04:23,237 - mmdet - INFO - Epoch [30][2650/7330] lr: 1.000e-05, eta: 20:08:46, time: 1.451, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1279, s0.loss_cls: 0.1194, s0.acc: 95.4692, s0.loss_bbox: 0.0692, s0.loss_mask: 0.1707, s1.loss_cls: 0.0535, s1.acc: 95.9531, s1.loss_bbox: 0.0826, s1.loss_mask: 0.0809, s2.loss_cls: 0.0272, s2.acc: 95.8049, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0383, loss: 0.8616 2022-05-16 00:05:37,260 - mmdet - INFO - Epoch [30][2700/7330] lr: 1.000e-05, eta: 20:07:32, time: 1.481, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1276, s0.loss_cls: 0.1191, s0.acc: 95.5505, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1670, s1.loss_cls: 0.0531, s1.acc: 96.0769, s1.loss_bbox: 0.0811, s1.loss_mask: 0.0795, s2.loss_cls: 0.0267, s2.acc: 95.9264, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0378, loss: 0.8529 2022-05-16 00:06:50,383 - mmdet - INFO - Epoch [30][2750/7330] lr: 1.000e-05, eta: 20:06:17, time: 1.462, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1204, s0.loss_cls: 0.1131, s0.acc: 95.6970, s0.loss_bbox: 0.0662, s0.loss_mask: 0.1674, s1.loss_cls: 0.0492, s1.acc: 96.2819, s1.loss_bbox: 0.0799, s1.loss_mask: 0.0796, s2.loss_cls: 0.0254, s2.acc: 96.1716, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0379, loss: 0.8306 2022-05-16 00:08:03,546 - mmdet - INFO - Epoch [30][2800/7330] lr: 1.000e-05, eta: 20:05:02, time: 1.463, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1274, s0.loss_cls: 0.1170, s0.acc: 95.5476, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1700, s1.loss_cls: 0.0520, s1.acc: 96.0427, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0809, s2.loss_cls: 0.0268, s2.acc: 95.8541, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0385, loss: 0.8581 2022-05-16 00:09:17,262 - mmdet - INFO - Epoch [30][2850/7330] lr: 1.000e-05, eta: 20:03:47, time: 1.475, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1291, s0.loss_cls: 0.1143, s0.acc: 95.5779, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1725, s1.loss_cls: 0.0503, s1.acc: 96.1147, s1.loss_bbox: 0.0828, s1.loss_mask: 0.0821, s2.loss_cls: 0.0260, s2.acc: 96.0185, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0392, loss: 0.8574 2022-05-16 00:10:30,363 - mmdet - INFO - Epoch [30][2900/7330] lr: 1.000e-05, eta: 20:02:32, time: 1.462, data_time: 0.011, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1288, s0.loss_cls: 0.1210, s0.acc: 95.4680, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1698, s1.loss_cls: 0.0535, s1.acc: 96.0410, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0805, s2.loss_cls: 0.0268, s2.acc: 95.9260, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0384, loss: 0.8684 2022-05-16 00:11:44,162 - mmdet - INFO - Epoch [30][2950/7330] lr: 1.000e-05, eta: 20:01:18, time: 1.476, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1290, s0.loss_cls: 0.1223, s0.acc: 95.2542, s0.loss_bbox: 0.0756, s0.loss_mask: 0.1739, s1.loss_cls: 0.0547, s1.acc: 95.7925, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0822, s2.loss_cls: 0.0284, s2.acc: 95.5746, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0388, loss: 0.8882 2022-05-16 00:12:57,391 - mmdet - INFO - Epoch [30][3000/7330] lr: 1.000e-05, eta: 20:00:03, time: 1.465, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1242, s0.loss_cls: 0.1162, s0.acc: 95.4536, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1739, s1.loss_cls: 0.0519, s1.acc: 96.0038, s1.loss_bbox: 0.0829, s1.loss_mask: 0.0825, s2.loss_cls: 0.0269, s2.acc: 95.7817, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0394, loss: 0.8589 2022-05-16 00:14:09,371 - mmdet - INFO - Epoch [30][3050/7330] lr: 1.000e-05, eta: 19:58:48, time: 1.439, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1281, s0.loss_cls: 0.1183, s0.acc: 95.5461, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1687, s1.loss_cls: 0.0530, s1.acc: 96.0038, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0800, s2.loss_cls: 0.0274, s2.acc: 95.7991, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0380, loss: 0.8581 2022-05-16 00:15:22,963 - mmdet - INFO - Epoch [30][3100/7330] lr: 1.000e-05, eta: 19:57:33, time: 1.472, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1264, s0.loss_cls: 0.1177, s0.acc: 95.4695, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1690, s1.loss_cls: 0.0523, s1.acc: 96.0318, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0804, s2.loss_cls: 0.0269, s2.acc: 95.7473, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0381, loss: 0.8610 2022-05-16 00:16:37,156 - mmdet - INFO - Epoch [30][3150/7330] lr: 1.000e-05, eta: 19:56:18, time: 1.483, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1241, s0.loss_cls: 0.1191, s0.acc: 95.4282, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1696, s1.loss_cls: 0.0536, s1.acc: 95.8786, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0807, s2.loss_cls: 0.0274, s2.acc: 95.7464, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0383, loss: 0.8662 2022-05-16 00:17:51,309 - mmdet - INFO - Epoch [30][3200/7330] lr: 1.000e-05, eta: 19:55:04, time: 1.483, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1313, s0.loss_cls: 0.1107, s0.acc: 95.8066, s0.loss_bbox: 0.0663, s0.loss_mask: 0.1627, s1.loss_cls: 0.0484, s1.acc: 96.3724, s1.loss_bbox: 0.0797, s1.loss_mask: 0.0775, s2.loss_cls: 0.0252, s2.acc: 96.1902, s2.loss_bbox: 0.0552, s2.loss_mask: 0.0373, loss: 0.8272 2022-05-16 00:19:03,677 - mmdet - INFO - Epoch [30][3250/7330] lr: 1.000e-05, eta: 19:53:49, time: 1.447, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1276, s0.loss_cls: 0.1162, s0.acc: 95.5356, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1707, s1.loss_cls: 0.0509, s1.acc: 96.1298, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0814, s2.loss_cls: 0.0266, s2.acc: 95.8777, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0386, loss: 0.8652 2022-05-16 00:20:16,107 - mmdet - INFO - Epoch [30][3300/7330] lr: 1.000e-05, eta: 19:52:34, time: 1.448, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1274, s0.loss_cls: 0.1177, s0.acc: 95.5356, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1695, s1.loss_cls: 0.0527, s1.acc: 96.0072, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0809, s2.loss_cls: 0.0267, s2.acc: 95.9216, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0387, loss: 0.8629 2022-05-16 00:21:28,483 - mmdet - INFO - Epoch [30][3350/7330] lr: 1.000e-05, eta: 19:51:19, time: 1.448, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1262, s0.loss_cls: 0.1163, s0.acc: 95.6111, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1693, s1.loss_cls: 0.0519, s1.acc: 96.1093, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0805, s2.loss_cls: 0.0267, s2.acc: 96.0002, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0385, loss: 0.8540 2022-05-16 00:22:42,342 - mmdet - INFO - Epoch [30][3400/7330] lr: 1.000e-05, eta: 19:50:04, time: 1.477, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1285, s0.loss_cls: 0.1143, s0.acc: 95.6365, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1679, s1.loss_cls: 0.0495, s1.acc: 96.2403, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0798, s2.loss_cls: 0.0254, s2.acc: 96.0507, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0381, loss: 0.8477 2022-05-16 00:23:54,918 - mmdet - INFO - Epoch [30][3450/7330] lr: 1.000e-05, eta: 19:48:49, time: 1.452, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1297, s0.loss_cls: 0.1204, s0.acc: 95.3564, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1760, s1.loss_cls: 0.0532, s1.acc: 95.9990, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0841, s2.loss_cls: 0.0276, s2.acc: 95.7850, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0402, loss: 0.8796 2022-05-16 00:25:08,214 - mmdet - INFO - Epoch [30][3500/7330] lr: 1.000e-05, eta: 19:47:34, time: 1.466, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0242, loss_semantic_seg: 0.1337, s0.loss_cls: 0.1252, s0.acc: 95.1924, s0.loss_bbox: 0.0775, s0.loss_mask: 0.1787, s1.loss_cls: 0.0560, s1.acc: 95.7315, s1.loss_bbox: 0.0901, s1.loss_mask: 0.0852, s2.loss_cls: 0.0292, s2.acc: 95.4462, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0406, loss: 0.9152 2022-05-16 00:26:21,819 - mmdet - INFO - Epoch [30][3550/7330] lr: 1.000e-05, eta: 19:46:20, time: 1.472, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1325, s0.loss_cls: 0.1168, s0.acc: 95.5564, s0.loss_bbox: 0.0684, s0.loss_mask: 0.1692, s1.loss_cls: 0.0521, s1.acc: 96.0681, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0801, s2.loss_cls: 0.0266, s2.acc: 96.0006, s2.loss_bbox: 0.0556, s2.loss_mask: 0.0379, loss: 0.8553 2022-05-16 00:27:35,173 - mmdet - INFO - Epoch [30][3600/7330] lr: 1.000e-05, eta: 19:45:05, time: 1.467, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1276, s0.loss_cls: 0.1194, s0.acc: 95.3743, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1751, s1.loss_cls: 0.0524, s1.acc: 95.9522, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0833, s2.loss_cls: 0.0271, s2.acc: 95.7100, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0396, loss: 0.8813 2022-05-16 00:28:48,035 - mmdet - INFO - Epoch [30][3650/7330] lr: 1.000e-05, eta: 19:43:50, time: 1.457, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1269, s0.loss_cls: 0.1085, s0.acc: 95.7656, s0.loss_bbox: 0.0646, s0.loss_mask: 0.1658, s1.loss_cls: 0.0476, s1.acc: 96.2863, s1.loss_bbox: 0.0771, s1.loss_mask: 0.0789, s2.loss_cls: 0.0243, s2.acc: 96.2218, s2.loss_bbox: 0.0546, s2.loss_mask: 0.0377, loss: 0.8207 2022-05-16 00:30:01,758 - mmdet - INFO - Epoch [30][3700/7330] lr: 1.000e-05, eta: 19:42:35, time: 1.475, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1173, s0.loss_cls: 0.1166, s0.acc: 95.5017, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1722, s1.loss_cls: 0.0504, s1.acc: 96.1418, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0823, s2.loss_cls: 0.0260, s2.acc: 95.9920, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0391, loss: 0.8547 2022-05-16 00:31:15,273 - mmdet - INFO - Epoch [30][3750/7330] lr: 1.000e-05, eta: 19:41:21, time: 1.470, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1248, s0.loss_cls: 0.1186, s0.acc: 95.5569, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1702, s1.loss_cls: 0.0515, s1.acc: 96.1373, s1.loss_bbox: 0.0826, s1.loss_mask: 0.0814, s2.loss_cls: 0.0262, s2.acc: 96.0787, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0388, loss: 0.8560 2022-05-16 00:32:28,599 - mmdet - INFO - Epoch [30][3800/7330] lr: 1.000e-05, eta: 19:40:06, time: 1.466, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1256, s0.loss_cls: 0.1217, s0.acc: 95.4070, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1762, s1.loss_cls: 0.0543, s1.acc: 95.9235, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0840, s2.loss_cls: 0.0278, s2.acc: 95.7770, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0400, loss: 0.8823 2022-05-16 00:33:42,176 - mmdet - INFO - Epoch [30][3850/7330] lr: 1.000e-05, eta: 19:38:51, time: 1.472, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1226, s0.loss_cls: 0.1152, s0.acc: 95.6299, s0.loss_bbox: 0.0684, s0.loss_mask: 0.1686, s1.loss_cls: 0.0503, s1.acc: 96.1810, s1.loss_bbox: 0.0829, s1.loss_mask: 0.0808, s2.loss_cls: 0.0256, s2.acc: 96.0731, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0385, loss: 0.8434 2022-05-16 00:34:55,482 - mmdet - INFO - Epoch [30][3900/7330] lr: 1.000e-05, eta: 19:37:36, time: 1.466, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1243, s0.loss_cls: 0.1183, s0.acc: 95.4705, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1700, s1.loss_cls: 0.0520, s1.acc: 96.0519, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0813, s2.loss_cls: 0.0263, s2.acc: 95.9284, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0389, loss: 0.8574 2022-05-16 00:36:07,865 - mmdet - INFO - Epoch [30][3950/7330] lr: 1.000e-05, eta: 19:36:21, time: 1.448, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1289, s0.loss_cls: 0.1257, s0.acc: 95.2290, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1793, s1.loss_cls: 0.0550, s1.acc: 95.9373, s1.loss_bbox: 0.0903, s1.loss_mask: 0.0855, s2.loss_cls: 0.0286, s2.acc: 95.6420, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0405, loss: 0.9103 2022-05-16 00:37:21,187 - mmdet - INFO - Epoch [30][4000/7330] lr: 1.000e-05, eta: 19:35:07, time: 1.467, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0191, loss_semantic_seg: 0.1241, s0.loss_cls: 0.1171, s0.acc: 95.4966, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1699, s1.loss_cls: 0.0519, s1.acc: 96.0317, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0810, s2.loss_cls: 0.0264, s2.acc: 95.8036, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0385, loss: 0.8532 2022-05-16 00:38:34,624 - mmdet - INFO - Epoch [30][4050/7330] lr: 1.000e-05, eta: 19:33:52, time: 1.468, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1281, s0.loss_cls: 0.1156, s0.acc: 95.5332, s0.loss_bbox: 0.0680, s0.loss_mask: 0.1673, s1.loss_cls: 0.0519, s1.acc: 96.0218, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0794, s2.loss_cls: 0.0265, s2.acc: 95.8739, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0380, loss: 0.8505 2022-05-16 00:39:47,568 - mmdet - INFO - Epoch [30][4100/7330] lr: 1.000e-05, eta: 19:32:37, time: 1.460, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0186, loss_semantic_seg: 0.1251, s0.loss_cls: 0.1115, s0.acc: 95.7793, s0.loss_bbox: 0.0673, s0.loss_mask: 0.1675, s1.loss_cls: 0.0491, s1.acc: 96.3206, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0801, s2.loss_cls: 0.0254, s2.acc: 96.1811, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0383, loss: 0.8335 2022-05-16 00:41:00,403 - mmdet - INFO - Epoch [30][4150/7330] lr: 1.000e-05, eta: 19:31:22, time: 1.457, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1258, s0.loss_cls: 0.1160, s0.acc: 95.4814, s0.loss_bbox: 0.0700, s0.loss_mask: 0.1708, s1.loss_cls: 0.0523, s1.acc: 95.9080, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0813, s2.loss_cls: 0.0273, s2.acc: 95.6667, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0388, loss: 0.8591 2022-05-16 00:42:13,808 - mmdet - INFO - Epoch [30][4200/7330] lr: 1.000e-05, eta: 19:30:07, time: 1.468, data_time: 0.011, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1188, s0.loss_cls: 0.1155, s0.acc: 95.6311, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1679, s1.loss_cls: 0.0509, s1.acc: 96.1176, s1.loss_bbox: 0.0829, s1.loss_mask: 0.0803, s2.loss_cls: 0.0261, s2.acc: 96.0062, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0383, loss: 0.8419 2022-05-16 00:43:27,053 - mmdet - INFO - Epoch [30][4250/7330] lr: 1.000e-05, eta: 19:28:53, time: 1.465, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1260, s0.loss_cls: 0.1254, s0.acc: 95.2358, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1724, s1.loss_cls: 0.0550, s1.acc: 95.8497, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0818, s2.loss_cls: 0.0285, s2.acc: 95.5870, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0388, loss: 0.8900 2022-05-16 00:44:39,148 - mmdet - INFO - Epoch [30][4300/7330] lr: 1.000e-05, eta: 19:27:38, time: 1.442, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1273, s0.loss_cls: 0.1152, s0.acc: 95.6575, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1720, s1.loss_cls: 0.0507, s1.acc: 96.2280, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0821, s2.loss_cls: 0.0262, s2.acc: 96.0865, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0389, loss: 0.8586 2022-05-16 00:45:52,171 - mmdet - INFO - Epoch [30][4350/7330] lr: 1.000e-05, eta: 19:26:23, time: 1.460, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1237, s0.loss_cls: 0.1147, s0.acc: 95.6045, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1704, s1.loss_cls: 0.0505, s1.acc: 96.1237, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0808, s2.loss_cls: 0.0258, s2.acc: 95.9721, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0382, loss: 0.8458 2022-05-16 00:47:06,448 - mmdet - INFO - Epoch [30][4400/7330] lr: 1.000e-05, eta: 19:25:08, time: 1.486, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1274, s0.loss_cls: 0.1252, s0.acc: 95.1645, s0.loss_bbox: 0.0762, s0.loss_mask: 0.1765, s1.loss_cls: 0.0562, s1.acc: 95.6663, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0839, s2.loss_cls: 0.0287, s2.acc: 95.4744, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0399, loss: 0.9009 2022-05-16 00:48:19,414 - mmdet - INFO - Epoch [30][4450/7330] lr: 1.000e-05, eta: 19:23:53, time: 1.457, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1203, s0.loss_cls: 0.1189, s0.acc: 95.4939, s0.loss_bbox: 0.0689, s0.loss_mask: 0.1676, s1.loss_cls: 0.0515, s1.acc: 96.1276, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0795, s2.loss_cls: 0.0268, s2.acc: 95.9718, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0380, loss: 0.8434 2022-05-16 00:49:32,651 - mmdet - INFO - Epoch [30][4500/7330] lr: 1.000e-05, eta: 19:22:38, time: 1.466, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1286, s0.loss_cls: 0.1260, s0.acc: 95.2097, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1721, s1.loss_cls: 0.0562, s1.acc: 95.7516, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0818, s2.loss_cls: 0.0287, s2.acc: 95.5612, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0389, loss: 0.8909 2022-05-16 00:50:45,760 - mmdet - INFO - Epoch [30][4550/7330] lr: 1.000e-05, eta: 19:21:24, time: 1.463, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0194, loss_semantic_seg: 0.1258, s0.loss_cls: 0.1189, s0.acc: 95.5051, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1705, s1.loss_cls: 0.0527, s1.acc: 96.0005, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0810, s2.loss_cls: 0.0268, s2.acc: 95.8782, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0382, loss: 0.8650 2022-05-16 00:51:58,450 - mmdet - INFO - Epoch [30][4600/7330] lr: 1.000e-05, eta: 19:20:09, time: 1.454, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1359, s0.loss_cls: 0.1203, s0.acc: 95.4053, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1739, s1.loss_cls: 0.0534, s1.acc: 95.9247, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0826, s2.loss_cls: 0.0277, s2.acc: 95.7266, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0393, loss: 0.8870 2022-05-16 00:53:10,819 - mmdet - INFO - Epoch [30][4650/7330] lr: 1.000e-05, eta: 19:18:54, time: 1.447, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1279, s0.loss_cls: 0.1160, s0.acc: 95.5549, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1719, s1.loss_cls: 0.0512, s1.acc: 96.0734, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0818, s2.loss_cls: 0.0262, s2.acc: 95.9826, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0391, loss: 0.8653 2022-05-16 00:54:23,154 - mmdet - INFO - Epoch [30][4700/7330] lr: 1.000e-05, eta: 19:17:39, time: 1.447, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1294, s0.loss_cls: 0.1175, s0.acc: 95.5283, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1683, s1.loss_cls: 0.0521, s1.acc: 96.0792, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0796, s2.loss_cls: 0.0264, s2.acc: 95.8986, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0377, loss: 0.8511 2022-05-16 00:55:36,107 - mmdet - INFO - Epoch [30][4750/7330] lr: 1.000e-05, eta: 19:16:24, time: 1.459, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1230, s0.loss_cls: 0.1147, s0.acc: 95.5479, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1716, s1.loss_cls: 0.0501, s1.acc: 96.1747, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0817, s2.loss_cls: 0.0262, s2.acc: 95.9139, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0389, loss: 0.8509 2022-05-16 00:56:48,194 - mmdet - INFO - Epoch [30][4800/7330] lr: 1.000e-05, eta: 19:15:09, time: 1.442, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1262, s0.loss_cls: 0.1176, s0.acc: 95.4988, s0.loss_bbox: 0.0674, s0.loss_mask: 0.1726, s1.loss_cls: 0.0515, s1.acc: 96.0419, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0820, s2.loss_cls: 0.0264, s2.acc: 95.8935, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0391, loss: 0.8580 2022-05-16 00:58:01,292 - mmdet - INFO - Epoch [30][4850/7330] lr: 1.000e-05, eta: 19:13:54, time: 1.462, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1240, s0.loss_cls: 0.1189, s0.acc: 95.4290, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1699, s1.loss_cls: 0.0527, s1.acc: 95.9986, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0806, s2.loss_cls: 0.0272, s2.acc: 95.8605, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0387, loss: 0.8607 2022-05-16 00:59:13,977 - mmdet - INFO - Epoch [30][4900/7330] lr: 1.000e-05, eta: 19:12:39, time: 1.454, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1275, s0.loss_cls: 0.1139, s0.acc: 95.6650, s0.loss_bbox: 0.0663, s0.loss_mask: 0.1703, s1.loss_cls: 0.0510, s1.acc: 96.1311, s1.loss_bbox: 0.0794, s1.loss_mask: 0.0811, s2.loss_cls: 0.0265, s2.acc: 95.9047, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0385, loss: 0.8445 2022-05-16 01:00:28,008 - mmdet - INFO - Epoch [30][4950/7330] lr: 1.000e-05, eta: 19:11:25, time: 1.481, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1272, s0.loss_cls: 0.1219, s0.acc: 95.3171, s0.loss_bbox: 0.0757, s0.loss_mask: 0.1724, s1.loss_cls: 0.0539, s1.acc: 95.8458, s1.loss_bbox: 0.0912, s1.loss_mask: 0.0821, s2.loss_cls: 0.0279, s2.acc: 95.6616, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0388, loss: 0.8885 2022-05-16 01:01:41,116 - mmdet - INFO - Epoch [30][5000/7330] lr: 1.000e-05, eta: 19:10:10, time: 1.462, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1343, s0.loss_cls: 0.1231, s0.acc: 95.3013, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1757, s1.loss_cls: 0.0553, s1.acc: 95.7279, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0838, s2.loss_cls: 0.0278, s2.acc: 95.7460, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0397, loss: 0.8906 2022-05-16 01:02:53,901 - mmdet - INFO - Epoch [30][5050/7330] lr: 1.000e-05, eta: 19:08:55, time: 1.456, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1226, s0.loss_cls: 0.1127, s0.acc: 95.6809, s0.loss_bbox: 0.0673, s0.loss_mask: 0.1703, s1.loss_cls: 0.0487, s1.acc: 96.3720, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0811, s2.loss_cls: 0.0255, s2.acc: 96.1192, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0387, loss: 0.8390 2022-05-16 01:04:06,690 - mmdet - INFO - Epoch [30][5100/7330] lr: 1.000e-05, eta: 19:07:40, time: 1.456, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1311, s0.loss_cls: 0.1212, s0.acc: 95.3894, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1783, s1.loss_cls: 0.0543, s1.acc: 95.9160, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0855, s2.loss_cls: 0.0275, s2.acc: 95.7690, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0405, loss: 0.8941 2022-05-16 01:05:18,490 - mmdet - INFO - Epoch [30][5150/7330] lr: 1.000e-05, eta: 19:06:25, time: 1.436, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1273, s0.loss_cls: 0.1206, s0.acc: 95.3799, s0.loss_bbox: 0.0742, s0.loss_mask: 0.1769, s1.loss_cls: 0.0532, s1.acc: 95.9593, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0844, s2.loss_cls: 0.0272, s2.acc: 95.7752, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0401, loss: 0.8881 2022-05-16 01:06:31,672 - mmdet - INFO - Epoch [30][5200/7330] lr: 1.000e-05, eta: 19:05:10, time: 1.463, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1269, s0.loss_cls: 0.1238, s0.acc: 95.2886, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1745, s1.loss_cls: 0.0554, s1.acc: 95.7662, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0832, s2.loss_cls: 0.0285, s2.acc: 95.5460, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0398, loss: 0.8894 2022-05-16 01:07:44,243 - mmdet - INFO - Epoch [30][5250/7330] lr: 1.000e-05, eta: 19:03:55, time: 1.452, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1236, s0.loss_cls: 0.1278, s0.acc: 95.1421, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1823, s1.loss_cls: 0.0566, s1.acc: 95.6663, s1.loss_bbox: 0.0913, s1.loss_mask: 0.0869, s2.loss_cls: 0.0295, s2.acc: 95.4455, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0415, loss: 0.9182 2022-05-16 01:08:56,415 - mmdet - INFO - Epoch [30][5300/7330] lr: 1.000e-05, eta: 19:02:40, time: 1.443, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1343, s0.loss_cls: 0.1266, s0.acc: 95.1816, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1775, s1.loss_cls: 0.0564, s1.acc: 95.7084, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0842, s2.loss_cls: 0.0289, s2.acc: 95.6166, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0400, loss: 0.9028 2022-05-16 01:10:08,771 - mmdet - INFO - Epoch [30][5350/7330] lr: 1.000e-05, eta: 19:01:25, time: 1.447, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1240, s0.loss_cls: 0.1177, s0.acc: 95.5430, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1704, s1.loss_cls: 0.0520, s1.acc: 96.1013, s1.loss_bbox: 0.0826, s1.loss_mask: 0.0813, s2.loss_cls: 0.0263, s2.acc: 95.9860, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0388, loss: 0.8559 2022-05-16 01:11:22,963 - mmdet - INFO - Epoch [30][5400/7330] lr: 1.000e-05, eta: 19:00:11, time: 1.483, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1294, s0.loss_cls: 0.1173, s0.acc: 95.5059, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1741, s1.loss_cls: 0.0530, s1.acc: 95.9282, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0822, s2.loss_cls: 0.0271, s2.acc: 95.7942, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0391, loss: 0.8703 2022-05-16 01:12:35,207 - mmdet - INFO - Epoch [30][5450/7330] lr: 1.000e-05, eta: 18:58:56, time: 1.445, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1257, s0.loss_cls: 0.1205, s0.acc: 95.4785, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1724, s1.loss_cls: 0.0533, s1.acc: 96.0272, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0821, s2.loss_cls: 0.0270, s2.acc: 95.9244, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0395, loss: 0.8782 2022-05-16 01:13:48,215 - mmdet - INFO - Epoch [30][5500/7330] lr: 1.000e-05, eta: 18:57:41, time: 1.460, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1268, s0.loss_cls: 0.1234, s0.acc: 95.3645, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1761, s1.loss_cls: 0.0553, s1.acc: 95.8708, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0834, s2.loss_cls: 0.0280, s2.acc: 95.7149, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0397, loss: 0.8879 2022-05-16 01:15:01,193 - mmdet - INFO - Epoch [30][5550/7330] lr: 1.000e-05, eta: 18:56:26, time: 1.459, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1301, s0.loss_cls: 0.1167, s0.acc: 95.5259, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1739, s1.loss_cls: 0.0520, s1.acc: 95.9578, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0828, s2.loss_cls: 0.0271, s2.acc: 95.8001, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0392, loss: 0.8719 2022-05-16 01:16:14,017 - mmdet - INFO - Epoch [30][5600/7330] lr: 1.000e-05, eta: 18:55:11, time: 1.457, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1319, s0.loss_cls: 0.1196, s0.acc: 95.4031, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1683, s1.loss_cls: 0.0532, s1.acc: 95.9727, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0803, s2.loss_cls: 0.0273, s2.acc: 95.7348, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0381, loss: 0.8680 2022-05-16 01:17:27,310 - mmdet - INFO - Epoch [30][5650/7330] lr: 1.000e-05, eta: 18:53:56, time: 1.466, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1284, s0.loss_cls: 0.1203, s0.acc: 95.4131, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1721, s1.loss_cls: 0.0537, s1.acc: 95.8864, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0821, s2.loss_cls: 0.0280, s2.acc: 95.6764, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0394, loss: 0.8810 2022-05-16 01:18:39,672 - mmdet - INFO - Epoch [30][5700/7330] lr: 1.000e-05, eta: 18:52:42, time: 1.447, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1252, s0.loss_cls: 0.1192, s0.acc: 95.4841, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1734, s1.loss_cls: 0.0527, s1.acc: 96.0629, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0824, s2.loss_cls: 0.0264, s2.acc: 95.9347, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0389, loss: 0.8710 2022-05-16 01:19:53,289 - mmdet - INFO - Epoch [30][5750/7330] lr: 1.000e-05, eta: 18:51:27, time: 1.472, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1282, s0.loss_cls: 0.1243, s0.acc: 95.2368, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1756, s1.loss_cls: 0.0555, s1.acc: 95.7790, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0831, s2.loss_cls: 0.0286, s2.acc: 95.5797, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0396, loss: 0.8933 2022-05-16 01:21:07,180 - mmdet - INFO - Epoch [30][5800/7330] lr: 1.000e-05, eta: 18:50:12, time: 1.478, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1231, s0.loss_cls: 0.1211, s0.acc: 95.3842, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1763, s1.loss_cls: 0.0535, s1.acc: 95.9810, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0837, s2.loss_cls: 0.0272, s2.acc: 95.8704, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0399, loss: 0.8792 2022-05-16 01:22:19,643 - mmdet - INFO - Epoch [30][5850/7330] lr: 1.000e-05, eta: 18:48:57, time: 1.449, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1299, s0.loss_cls: 0.1241, s0.acc: 95.2124, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1730, s1.loss_cls: 0.0563, s1.acc: 95.6890, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0824, s2.loss_cls: 0.0293, s2.acc: 95.4707, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0391, loss: 0.8936 2022-05-16 01:23:32,210 - mmdet - INFO - Epoch [30][5900/7330] lr: 1.000e-05, eta: 18:47:42, time: 1.451, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1295, s0.loss_cls: 0.1248, s0.acc: 95.2073, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1736, s1.loss_cls: 0.0556, s1.acc: 95.7345, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0824, s2.loss_cls: 0.0285, s2.acc: 95.5221, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0389, loss: 0.8923 2022-05-16 01:24:44,668 - mmdet - INFO - Epoch [30][5950/7330] lr: 1.000e-05, eta: 18:46:27, time: 1.447, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1272, s0.loss_cls: 0.1205, s0.acc: 95.4580, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1707, s1.loss_cls: 0.0529, s1.acc: 96.0167, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0814, s2.loss_cls: 0.0272, s2.acc: 95.8467, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0388, loss: 0.8697 2022-05-16 01:25:57,572 - mmdet - INFO - Epoch [30][6000/7330] lr: 1.000e-05, eta: 18:45:13, time: 1.460, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1262, s0.loss_cls: 0.1204, s0.acc: 95.3899, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1720, s1.loss_cls: 0.0531, s1.acc: 95.9446, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0813, s2.loss_cls: 0.0280, s2.acc: 95.7490, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0387, loss: 0.8712 2022-05-16 01:27:09,500 - mmdet - INFO - Epoch [30][6050/7330] lr: 1.000e-05, eta: 18:43:58, time: 1.438, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1285, s0.loss_cls: 0.1200, s0.acc: 95.4106, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1693, s1.loss_cls: 0.0531, s1.acc: 95.9671, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0805, s2.loss_cls: 0.0276, s2.acc: 95.7651, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0381, loss: 0.8622 2022-05-16 01:28:21,546 - mmdet - INFO - Epoch [30][6100/7330] lr: 1.000e-05, eta: 18:42:43, time: 1.441, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1252, s0.loss_cls: 0.1235, s0.acc: 95.2737, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1779, s1.loss_cls: 0.0556, s1.acc: 95.7320, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0850, s2.loss_cls: 0.0288, s2.acc: 95.4431, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0404, loss: 0.8971 2022-05-16 01:29:35,199 - mmdet - INFO - Epoch [30][6150/7330] lr: 1.000e-05, eta: 18:41:28, time: 1.473, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1253, s0.loss_cls: 0.1191, s0.acc: 95.5131, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1688, s1.loss_cls: 0.0534, s1.acc: 95.9539, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0802, s2.loss_cls: 0.0273, s2.acc: 95.9300, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0381, loss: 0.8620 2022-05-16 01:30:48,259 - mmdet - INFO - Epoch [30][6200/7330] lr: 1.000e-05, eta: 18:40:13, time: 1.462, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1297, s0.loss_cls: 0.1195, s0.acc: 95.4014, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1733, s1.loss_cls: 0.0527, s1.acc: 95.9550, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0828, s2.loss_cls: 0.0271, s2.acc: 95.7947, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0394, loss: 0.8829 2022-05-16 01:32:00,316 - mmdet - INFO - Epoch [30][6250/7330] lr: 1.000e-05, eta: 18:38:58, time: 1.441, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1303, s0.loss_cls: 0.1214, s0.acc: 95.4104, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1659, s1.loss_cls: 0.0539, s1.acc: 95.9136, s1.loss_bbox: 0.0829, s1.loss_mask: 0.0786, s2.loss_cls: 0.0276, s2.acc: 95.7146, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0373, loss: 0.8613 2022-05-16 01:33:11,656 - mmdet - INFO - Epoch [30][6300/7330] lr: 1.000e-05, eta: 18:37:43, time: 1.427, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1300, s0.loss_cls: 0.1216, s0.acc: 95.4048, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1766, s1.loss_cls: 0.0546, s1.acc: 95.8624, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0841, s2.loss_cls: 0.0277, s2.acc: 95.7175, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0398, loss: 0.8886 2022-05-16 01:34:24,606 - mmdet - INFO - Epoch [30][6350/7330] lr: 1.000e-05, eta: 18:36:28, time: 1.459, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1279, s0.loss_cls: 0.1122, s0.acc: 95.6338, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1711, s1.loss_cls: 0.0483, s1.acc: 96.2663, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0811, s2.loss_cls: 0.0253, s2.acc: 96.0991, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0387, loss: 0.8470 2022-05-16 01:35:36,782 - mmdet - INFO - Epoch [30][6400/7330] lr: 1.000e-05, eta: 18:35:13, time: 1.444, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1203, s0.loss_cls: 0.1179, s0.acc: 95.5024, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1731, s1.loss_cls: 0.0526, s1.acc: 95.9728, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0825, s2.loss_cls: 0.0276, s2.acc: 95.7940, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0392, loss: 0.8646 2022-05-16 01:36:48,298 - mmdet - INFO - Epoch [30][6450/7330] lr: 1.000e-05, eta: 18:33:58, time: 1.430, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1277, s0.loss_cls: 0.1138, s0.acc: 95.5889, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1662, s1.loss_cls: 0.0503, s1.acc: 96.0947, s1.loss_bbox: 0.0809, s1.loss_mask: 0.0787, s2.loss_cls: 0.0261, s2.acc: 95.8964, s2.loss_bbox: 0.0561, s2.loss_mask: 0.0376, loss: 0.8395 2022-05-16 01:38:01,285 - mmdet - INFO - Epoch [30][6500/7330] lr: 1.000e-05, eta: 18:32:43, time: 1.459, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1333, s0.loss_cls: 0.1239, s0.acc: 95.2463, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1702, s1.loss_cls: 0.0553, s1.acc: 95.8248, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0808, s2.loss_cls: 0.0286, s2.acc: 95.6762, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0385, loss: 0.8848 2022-05-16 01:39:14,489 - mmdet - INFO - Epoch [30][6550/7330] lr: 1.000e-05, eta: 18:31:29, time: 1.464, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1290, s0.loss_cls: 0.1233, s0.acc: 95.3359, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1750, s1.loss_cls: 0.0543, s1.acc: 95.9416, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0831, s2.loss_cls: 0.0283, s2.acc: 95.6232, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0397, loss: 0.8861 2022-05-16 01:40:27,487 - mmdet - INFO - Epoch [30][6600/7330] lr: 1.000e-05, eta: 18:30:14, time: 1.460, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1265, s0.loss_cls: 0.1186, s0.acc: 95.4229, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1727, s1.loss_cls: 0.0526, s1.acc: 95.9781, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0826, s2.loss_cls: 0.0273, s2.acc: 95.6976, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0394, loss: 0.8693 2022-05-16 01:41:40,432 - mmdet - INFO - Epoch [30][6650/7330] lr: 1.000e-05, eta: 18:28:59, time: 1.459, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1305, s0.loss_cls: 0.1187, s0.acc: 95.4165, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1694, s1.loss_cls: 0.0526, s1.acc: 95.9703, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0809, s2.loss_cls: 0.0275, s2.acc: 95.7155, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0386, loss: 0.8727 2022-05-16 01:42:53,335 - mmdet - INFO - Epoch [30][6700/7330] lr: 1.000e-05, eta: 18:27:44, time: 1.458, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1306, s0.loss_cls: 0.1217, s0.acc: 95.2839, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1759, s1.loss_cls: 0.0538, s1.acc: 95.8165, s1.loss_bbox: 0.0897, s1.loss_mask: 0.0840, s2.loss_cls: 0.0276, s2.acc: 95.6617, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0398, loss: 0.8925 2022-05-16 01:44:06,006 - mmdet - INFO - Epoch [30][6750/7330] lr: 1.000e-05, eta: 18:26:29, time: 1.453, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1260, s0.loss_cls: 0.1187, s0.acc: 95.4331, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1721, s1.loss_cls: 0.0524, s1.acc: 96.0023, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0819, s2.loss_cls: 0.0269, s2.acc: 95.8552, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0389, loss: 0.8646 2022-05-16 01:45:19,016 - mmdet - INFO - Epoch [30][6800/7330] lr: 1.000e-05, eta: 18:25:14, time: 1.461, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0233, loss_semantic_seg: 0.1307, s0.loss_cls: 0.1237, s0.acc: 95.3123, s0.loss_bbox: 0.0752, s0.loss_mask: 0.1722, s1.loss_cls: 0.0550, s1.acc: 95.7760, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0818, s2.loss_cls: 0.0285, s2.acc: 95.5780, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0387, loss: 0.8902 2022-05-16 01:46:31,518 - mmdet - INFO - Epoch [30][6850/7330] lr: 1.000e-05, eta: 18:24:00, time: 1.450, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1315, s0.loss_cls: 0.1173, s0.acc: 95.5850, s0.loss_bbox: 0.0692, s0.loss_mask: 0.1687, s1.loss_cls: 0.0527, s1.acc: 96.0528, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0805, s2.loss_cls: 0.0268, s2.acc: 95.8958, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0383, loss: 0.8625 2022-05-16 01:47:44,025 - mmdet - INFO - Epoch [30][6900/7330] lr: 1.000e-05, eta: 18:22:45, time: 1.450, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1297, s0.loss_cls: 0.1181, s0.acc: 95.5063, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1720, s1.loss_cls: 0.0520, s1.acc: 96.1127, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0822, s2.loss_cls: 0.0263, s2.acc: 95.9625, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0388, loss: 0.8652 2022-05-16 01:48:56,169 - mmdet - INFO - Epoch [30][6950/7330] lr: 1.000e-05, eta: 18:21:30, time: 1.442, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1243, s0.loss_cls: 0.1181, s0.acc: 95.5293, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1699, s1.loss_cls: 0.0525, s1.acc: 96.1251, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0815, s2.loss_cls: 0.0272, s2.acc: 95.9240, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0389, loss: 0.8570 2022-05-16 01:50:09,509 - mmdet - INFO - Epoch [30][7000/7330] lr: 1.000e-05, eta: 18:20:15, time: 1.467, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1232, s0.loss_cls: 0.1101, s0.acc: 95.7688, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1647, s1.loss_cls: 0.0485, s1.acc: 96.2397, s1.loss_bbox: 0.0810, s1.loss_mask: 0.0785, s2.loss_cls: 0.0249, s2.acc: 96.1398, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0373, loss: 0.8265 2022-05-16 01:51:23,479 - mmdet - INFO - Epoch [30][7050/7330] lr: 1.000e-05, eta: 18:19:00, time: 1.479, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1327, s0.loss_cls: 0.1245, s0.acc: 95.2778, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1748, s1.loss_cls: 0.0553, s1.acc: 95.8287, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0832, s2.loss_cls: 0.0281, s2.acc: 95.7526, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0395, loss: 0.8970 2022-05-16 01:52:36,879 - mmdet - INFO - Epoch [30][7100/7330] lr: 1.000e-05, eta: 18:17:46, time: 1.468, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1208, s0.loss_cls: 0.1186, s0.acc: 95.4238, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1728, s1.loss_cls: 0.0532, s1.acc: 95.9204, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0824, s2.loss_cls: 0.0276, s2.acc: 95.6285, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0392, loss: 0.8670 2022-05-16 01:53:50,116 - mmdet - INFO - Epoch [30][7150/7330] lr: 1.000e-05, eta: 18:16:31, time: 1.465, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1301, s0.loss_cls: 0.1178, s0.acc: 95.5881, s0.loss_bbox: 0.0684, s0.loss_mask: 0.1669, s1.loss_cls: 0.0527, s1.acc: 96.1022, s1.loss_bbox: 0.0816, s1.loss_mask: 0.0798, s2.loss_cls: 0.0268, s2.acc: 95.9754, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0382, loss: 0.8551 2022-05-16 01:55:02,692 - mmdet - INFO - Epoch [30][7200/7330] lr: 1.000e-05, eta: 18:15:16, time: 1.451, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1298, s0.loss_cls: 0.1198, s0.acc: 95.4453, s0.loss_bbox: 0.0717, s0.loss_mask: 0.1725, s1.loss_cls: 0.0527, s1.acc: 95.9906, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0818, s2.loss_cls: 0.0277, s2.acc: 95.7560, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0390, loss: 0.8776 2022-05-16 01:56:15,161 - mmdet - INFO - Epoch [30][7250/7330] lr: 1.000e-05, eta: 18:14:01, time: 1.449, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1274, s0.loss_cls: 0.1127, s0.acc: 95.7144, s0.loss_bbox: 0.0671, s0.loss_mask: 0.1710, s1.loss_cls: 0.0506, s1.acc: 96.1867, s1.loss_bbox: 0.0794, s1.loss_mask: 0.0804, s2.loss_cls: 0.0262, s2.acc: 95.9601, s2.loss_bbox: 0.0553, s2.loss_mask: 0.0384, loss: 0.8419 2022-05-16 01:57:27,769 - mmdet - INFO - Epoch [30][7300/7330] lr: 1.000e-05, eta: 18:12:46, time: 1.452, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1267, s0.loss_cls: 0.1138, s0.acc: 95.5925, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1701, s1.loss_cls: 0.0505, s1.acc: 96.0552, s1.loss_bbox: 0.0828, s1.loss_mask: 0.0816, s2.loss_cls: 0.0264, s2.acc: 95.8799, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0390, loss: 0.8510 2022-05-16 01:58:32,008 - mmdet - INFO - Saving checkpoint at 30 epochs 2022-05-16 02:03:16,424 - mmdet - INFO - Evaluating bbox... 2022-05-16 02:03:57,733 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.577 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.764 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.635 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.432 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.614 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.717 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.738 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.738 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.738 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.607 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.770 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.863 2022-05-16 02:03:57,734 - mmdet - INFO - Evaluating segm... 2022-05-16 02:04:43,274 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.501 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.744 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.548 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.323 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.532 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.680 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 ] = 0.496 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.672 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.777 2022-05-16 02:04:44,127 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 02:04:44,129 - mmdet - INFO - Epoch(val) [30][313] bbox_mAP: 0.5770, bbox_mAP_50: 0.7640, bbox_mAP_75: 0.6350, bbox_mAP_s: 0.4320, bbox_mAP_m: 0.6140, bbox_mAP_l: 0.7170, bbox_mAP_copypaste: 0.577 0.764 0.635 0.432 0.614 0.717, segm_mAP: 0.5010, segm_mAP_50: 0.7440, segm_mAP_75: 0.5480, segm_mAP_s: 0.3230, segm_mAP_m: 0.5320, segm_mAP_l: 0.6800, segm_mAP_copypaste: 0.501 0.744 0.548 0.323 0.532 0.680 2022-05-16 02:10:27,487 - mmdet - INFO - Epoch [31][50/7330] lr: 1.000e-05, eta: 18:11:32, time: 6.867, data_time: 5.384, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1241, s0.loss_cls: 0.1148, s0.acc: 95.5759, s0.loss_bbox: 0.0668, s0.loss_mask: 0.1690, s1.loss_cls: 0.0505, s1.acc: 96.0978, s1.loss_bbox: 0.0811, s1.loss_mask: 0.0802, s2.loss_cls: 0.0261, s2.acc: 95.8632, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0383, loss: 0.8425 2022-05-16 02:11:41,114 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 02:11:41,115 - mmdet - INFO - Epoch [31][100/7330] lr: 1.000e-05, eta: 18:10:17, time: 1.472, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1283, s0.loss_cls: 0.1231, s0.acc: 95.3595, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1709, s1.loss_cls: 0.0556, s1.acc: 95.7973, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0815, s2.loss_cls: 0.0284, s2.acc: 95.6689, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0386, loss: 0.8792 2022-05-16 02:12:54,329 - mmdet - INFO - Epoch [31][150/7330] lr: 1.000e-05, eta: 18:09:02, time: 1.464, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1261, s0.loss_cls: 0.1215, s0.acc: 95.3528, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1708, s1.loss_cls: 0.0536, s1.acc: 95.9667, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0811, s2.loss_cls: 0.0276, s2.acc: 95.8083, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0387, loss: 0.8757 2022-05-16 02:14:07,509 - mmdet - INFO - Epoch [31][200/7330] lr: 1.000e-05, eta: 18:07:47, time: 1.464, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0191, loss_semantic_seg: 0.1254, s0.loss_cls: 0.1149, s0.acc: 95.6274, s0.loss_bbox: 0.0676, s0.loss_mask: 0.1640, s1.loss_cls: 0.0512, s1.acc: 96.1393, s1.loss_bbox: 0.0807, s1.loss_mask: 0.0783, s2.loss_cls: 0.0264, s2.acc: 95.9604, s2.loss_bbox: 0.0557, s2.loss_mask: 0.0373, loss: 0.8329 2022-05-16 02:15:21,495 - mmdet - INFO - Epoch [31][250/7330] lr: 1.000e-05, eta: 18:06:33, time: 1.480, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1269, s0.loss_cls: 0.1175, s0.acc: 95.5144, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1715, s1.loss_cls: 0.0521, s1.acc: 96.0894, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0816, s2.loss_cls: 0.0265, s2.acc: 95.9603, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0387, loss: 0.8652 2022-05-16 02:16:34,763 - mmdet - INFO - Epoch [31][300/7330] lr: 1.000e-05, eta: 18:05:18, time: 1.463, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1252, s0.loss_cls: 0.1153, s0.acc: 95.6118, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1680, s1.loss_cls: 0.0513, s1.acc: 96.0938, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0792, s2.loss_cls: 0.0264, s2.acc: 95.9465, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0378, loss: 0.8522 2022-05-16 02:17:47,336 - mmdet - INFO - Epoch [31][350/7330] lr: 1.000e-05, eta: 18:04:03, time: 1.454, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1250, s0.loss_cls: 0.1190, s0.acc: 95.4924, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1713, s1.loss_cls: 0.0520, s1.acc: 96.1131, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0816, s2.loss_cls: 0.0267, s2.acc: 95.8994, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0391, loss: 0.8644 2022-05-16 02:19:01,094 - mmdet - INFO - Epoch [31][400/7330] lr: 1.000e-05, eta: 18:02:48, time: 1.475, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1283, s0.loss_cls: 0.1130, s0.acc: 95.6672, s0.loss_bbox: 0.0664, s0.loss_mask: 0.1633, s1.loss_cls: 0.0488, s1.acc: 96.2557, s1.loss_bbox: 0.0806, s1.loss_mask: 0.0777, s2.loss_cls: 0.0247, s2.acc: 96.1582, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0373, loss: 0.8331 2022-05-16 02:20:14,422 - mmdet - INFO - Epoch [31][450/7330] lr: 1.000e-05, eta: 18:01:34, time: 1.467, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0194, loss_semantic_seg: 0.1304, s0.loss_cls: 0.1190, s0.acc: 95.4209, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1688, s1.loss_cls: 0.0529, s1.acc: 95.9572, s1.loss_bbox: 0.0826, s1.loss_mask: 0.0799, s2.loss_cls: 0.0270, s2.acc: 95.8134, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0382, loss: 0.8568 2022-05-16 02:21:27,414 - mmdet - INFO - Epoch [31][500/7330] lr: 1.000e-05, eta: 18:00:19, time: 1.460, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1207, s0.loss_cls: 0.1163, s0.acc: 95.4480, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1680, s1.loss_cls: 0.0518, s1.acc: 96.0530, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0802, s2.loss_cls: 0.0268, s2.acc: 95.8333, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0381, loss: 0.8487 2022-05-16 02:22:40,432 - mmdet - INFO - Epoch [31][550/7330] lr: 1.000e-05, eta: 17:59:04, time: 1.460, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1290, s0.loss_cls: 0.1151, s0.acc: 95.5354, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1694, s1.loss_cls: 0.0509, s1.acc: 96.0576, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0804, s2.loss_cls: 0.0264, s2.acc: 95.8346, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0386, loss: 0.8580 2022-05-16 02:23:53,336 - mmdet - INFO - Epoch [31][600/7330] lr: 1.000e-05, eta: 17:57:49, time: 1.458, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1307, s0.loss_cls: 0.1183, s0.acc: 95.4536, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1712, s1.loss_cls: 0.0523, s1.acc: 96.0032, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0810, s2.loss_cls: 0.0266, s2.acc: 95.8648, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0385, loss: 0.8649 2022-05-16 02:25:06,834 - mmdet - INFO - Epoch [31][650/7330] lr: 1.000e-05, eta: 17:56:34, time: 1.470, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1254, s0.loss_cls: 0.1201, s0.acc: 95.4661, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1720, s1.loss_cls: 0.0532, s1.acc: 95.9736, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0826, s2.loss_cls: 0.0275, s2.acc: 95.7748, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0395, loss: 0.8704 2022-05-16 02:26:20,791 - mmdet - INFO - Epoch [31][700/7330] lr: 1.000e-05, eta: 17:55:20, time: 1.478, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1229, s0.loss_cls: 0.1262, s0.acc: 95.1548, s0.loss_bbox: 0.0764, s0.loss_mask: 0.1791, s1.loss_cls: 0.0563, s1.acc: 95.6416, s1.loss_bbox: 0.0921, s1.loss_mask: 0.0849, s2.loss_cls: 0.0288, s2.acc: 95.4670, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0405, loss: 0.9077 2022-05-16 02:27:34,126 - mmdet - INFO - Epoch [31][750/7330] lr: 1.000e-05, eta: 17:54:05, time: 1.469, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1249, s0.loss_cls: 0.1167, s0.acc: 95.5415, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1696, s1.loss_cls: 0.0525, s1.acc: 96.0441, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0810, s2.loss_cls: 0.0272, s2.acc: 95.7302, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0386, loss: 0.8567 2022-05-16 02:28:47,787 - mmdet - INFO - Epoch [31][800/7330] lr: 1.000e-05, eta: 17:52:50, time: 1.473, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1259, s0.loss_cls: 0.1136, s0.acc: 95.6296, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1700, s1.loss_cls: 0.0504, s1.acc: 96.0783, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0810, s2.loss_cls: 0.0260, s2.acc: 95.8717, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0386, loss: 0.8495 2022-05-16 02:30:01,213 - mmdet - INFO - Epoch [31][850/7330] lr: 1.000e-05, eta: 17:51:35, time: 1.468, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1244, s0.loss_cls: 0.1257, s0.acc: 95.2095, s0.loss_bbox: 0.0760, s0.loss_mask: 0.1730, s1.loss_cls: 0.0560, s1.acc: 95.7734, s1.loss_bbox: 0.0893, s1.loss_mask: 0.0820, s2.loss_cls: 0.0291, s2.acc: 95.5379, s2.loss_bbox: 0.0613, s2.loss_mask: 0.0388, loss: 0.8946 2022-05-16 02:31:13,583 - mmdet - INFO - Epoch [31][900/7330] lr: 1.000e-05, eta: 17:50:20, time: 1.447, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1291, s0.loss_cls: 0.1117, s0.acc: 95.6772, s0.loss_bbox: 0.0676, s0.loss_mask: 0.1697, s1.loss_cls: 0.0497, s1.acc: 96.1981, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0802, s2.loss_cls: 0.0254, s2.acc: 96.0671, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0383, loss: 0.8453 2022-05-16 02:32:27,118 - mmdet - INFO - Epoch [31][950/7330] lr: 1.000e-05, eta: 17:49:06, time: 1.471, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1305, s0.loss_cls: 0.1174, s0.acc: 95.5271, s0.loss_bbox: 0.0685, s0.loss_mask: 0.1669, s1.loss_cls: 0.0511, s1.acc: 96.1440, s1.loss_bbox: 0.0810, s1.loss_mask: 0.0791, s2.loss_cls: 0.0266, s2.acc: 95.9491, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0377, loss: 0.8502 2022-05-16 02:33:40,684 - mmdet - INFO - Epoch [31][1000/7330] lr: 1.000e-05, eta: 17:47:51, time: 1.471, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1265, s0.loss_cls: 0.1281, s0.acc: 95.1790, s0.loss_bbox: 0.0768, s0.loss_mask: 0.1766, s1.loss_cls: 0.0571, s1.acc: 95.7074, s1.loss_bbox: 0.0909, s1.loss_mask: 0.0843, s2.loss_cls: 0.0292, s2.acc: 95.5735, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0403, loss: 0.9120 2022-05-16 02:34:53,408 - mmdet - INFO - Epoch [31][1050/7330] lr: 1.000e-05, eta: 17:46:36, time: 1.454, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1234, s0.loss_cls: 0.1203, s0.acc: 95.3948, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1744, s1.loss_cls: 0.0533, s1.acc: 95.8847, s1.loss_bbox: 0.0898, s1.loss_mask: 0.0832, s2.loss_cls: 0.0278, s2.acc: 95.6757, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0398, loss: 0.8815 2022-05-16 02:36:06,314 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 02:36:06,315 - mmdet - INFO - Epoch [31][1100/7330] lr: 1.000e-05, eta: 17:45:21, time: 1.458, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1283, s0.loss_cls: 0.1249, s0.acc: 95.2681, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1745, s1.loss_cls: 0.0549, s1.acc: 95.8507, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0829, s2.loss_cls: 0.0284, s2.acc: 95.6436, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0394, loss: 0.8901 2022-05-16 02:37:19,600 - mmdet - INFO - Epoch [31][1150/7330] lr: 1.000e-05, eta: 17:44:06, time: 1.465, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1307, s0.loss_cls: 0.1237, s0.acc: 95.3022, s0.loss_bbox: 0.0745, s0.loss_mask: 0.1724, s1.loss_cls: 0.0548, s1.acc: 95.8485, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0817, s2.loss_cls: 0.0285, s2.acc: 95.6723, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0385, loss: 0.8891 2022-05-16 02:38:32,890 - mmdet - INFO - Epoch [31][1200/7330] lr: 1.000e-05, eta: 17:42:52, time: 1.464, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1223, s0.loss_cls: 0.1169, s0.acc: 95.5337, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1676, s1.loss_cls: 0.0513, s1.acc: 96.0791, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0801, s2.loss_cls: 0.0265, s2.acc: 96.0022, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0383, loss: 0.8522 2022-05-16 02:39:45,523 - mmdet - INFO - Epoch [31][1250/7330] lr: 1.000e-05, eta: 17:41:37, time: 1.454, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1250, s0.loss_cls: 0.1163, s0.acc: 95.5757, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1683, s1.loss_cls: 0.0515, s1.acc: 96.0945, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0801, s2.loss_cls: 0.0266, s2.acc: 95.9254, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0382, loss: 0.8469 2022-05-16 02:40:58,738 - mmdet - INFO - Epoch [31][1300/7330] lr: 1.000e-05, eta: 17:40:22, time: 1.464, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1273, s0.loss_cls: 0.1199, s0.acc: 95.4827, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1722, s1.loss_cls: 0.0524, s1.acc: 96.0654, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0821, s2.loss_cls: 0.0270, s2.acc: 95.8990, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0387, loss: 0.8658 2022-05-16 02:42:12,066 - mmdet - INFO - Epoch [31][1350/7330] lr: 1.000e-05, eta: 17:39:07, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1264, s0.loss_cls: 0.1175, s0.acc: 95.4976, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1699, s1.loss_cls: 0.0518, s1.acc: 96.1166, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0809, s2.loss_cls: 0.0263, s2.acc: 95.9661, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0385, loss: 0.8590 2022-05-16 02:43:25,250 - mmdet - INFO - Epoch [31][1400/7330] lr: 1.000e-05, eta: 17:37:52, time: 1.464, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1278, s0.loss_cls: 0.1151, s0.acc: 95.5522, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1736, s1.loss_cls: 0.0512, s1.acc: 96.0443, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0829, s2.loss_cls: 0.0269, s2.acc: 95.8134, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0393, loss: 0.8654 2022-05-16 02:44:38,250 - mmdet - INFO - Epoch [31][1450/7330] lr: 1.000e-05, eta: 17:36:38, time: 1.460, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1323, s0.loss_cls: 0.1204, s0.acc: 95.3655, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1765, s1.loss_cls: 0.0529, s1.acc: 95.9134, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0836, s2.loss_cls: 0.0276, s2.acc: 95.6574, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0397, loss: 0.8921 2022-05-16 02:45:51,412 - mmdet - INFO - Epoch [31][1500/7330] lr: 1.000e-05, eta: 17:35:23, time: 1.463, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1221, s0.loss_cls: 0.1173, s0.acc: 95.5837, s0.loss_bbox: 0.0667, s0.loss_mask: 0.1662, s1.loss_cls: 0.0518, s1.acc: 96.1546, s1.loss_bbox: 0.0792, s1.loss_mask: 0.0791, s2.loss_cls: 0.0263, s2.acc: 96.0225, s2.loss_bbox: 0.0551, s2.loss_mask: 0.0377, loss: 0.8352 2022-05-16 02:47:04,790 - mmdet - INFO - Epoch [31][1550/7330] lr: 1.000e-05, eta: 17:34:08, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1220, s0.loss_cls: 0.1179, s0.acc: 95.4463, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1675, s1.loss_cls: 0.0532, s1.acc: 95.9412, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0799, s2.loss_cls: 0.0274, s2.acc: 95.7239, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0382, loss: 0.8507 2022-05-16 02:48:17,511 - mmdet - INFO - Epoch [31][1600/7330] lr: 1.000e-05, eta: 17:32:53, time: 1.455, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1249, s0.loss_cls: 0.1170, s0.acc: 95.4675, s0.loss_bbox: 0.0685, s0.loss_mask: 0.1662, s1.loss_cls: 0.0525, s1.acc: 95.9028, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0793, s2.loss_cls: 0.0273, s2.acc: 95.7920, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0378, loss: 0.8481 2022-05-16 02:49:29,753 - mmdet - INFO - Epoch [31][1650/7330] lr: 1.000e-05, eta: 17:31:38, time: 1.444, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1237, s0.loss_cls: 0.1181, s0.acc: 95.4241, s0.loss_bbox: 0.0680, s0.loss_mask: 0.1719, s1.loss_cls: 0.0531, s1.acc: 95.9119, s1.loss_bbox: 0.0805, s1.loss_mask: 0.0818, s2.loss_cls: 0.0267, s2.acc: 95.8115, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0390, loss: 0.8542 2022-05-16 02:50:43,082 - mmdet - INFO - Epoch [31][1700/7330] lr: 1.000e-05, eta: 17:30:23, time: 1.467, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1249, s0.loss_cls: 0.1231, s0.acc: 95.3020, s0.loss_bbox: 0.0740, s0.loss_mask: 0.1755, s1.loss_cls: 0.0553, s1.acc: 95.7465, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0832, s2.loss_cls: 0.0286, s2.acc: 95.5999, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0395, loss: 0.8909 2022-05-16 02:51:56,031 - mmdet - INFO - Epoch [31][1750/7330] lr: 1.000e-05, eta: 17:29:09, time: 1.459, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1245, s0.loss_cls: 0.1119, s0.acc: 95.7915, s0.loss_bbox: 0.0679, s0.loss_mask: 0.1702, s1.loss_cls: 0.0488, s1.acc: 96.3607, s1.loss_bbox: 0.0816, s1.loss_mask: 0.0812, s2.loss_cls: 0.0254, s2.acc: 96.1013, s2.loss_bbox: 0.0552, s2.loss_mask: 0.0380, loss: 0.8412 2022-05-16 02:53:09,450 - mmdet - INFO - Epoch [31][1800/7330] lr: 1.000e-05, eta: 17:27:54, time: 1.468, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1265, s0.loss_cls: 0.1141, s0.acc: 95.6975, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1721, s1.loss_cls: 0.0497, s1.acc: 96.3062, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0820, s2.loss_cls: 0.0265, s2.acc: 95.9819, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0391, loss: 0.8499 2022-05-16 02:54:21,726 - mmdet - INFO - Epoch [31][1850/7330] lr: 1.000e-05, eta: 17:26:39, time: 1.446, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1286, s0.loss_cls: 0.1182, s0.acc: 95.5042, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1715, s1.loss_cls: 0.0525, s1.acc: 96.0337, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0817, s2.loss_cls: 0.0270, s2.acc: 95.8031, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0386, loss: 0.8725 2022-05-16 02:55:35,084 - mmdet - INFO - Epoch [31][1900/7330] lr: 1.000e-05, eta: 17:25:24, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1257, s0.loss_cls: 0.1184, s0.acc: 95.4644, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1698, s1.loss_cls: 0.0513, s1.acc: 96.0942, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0812, s2.loss_cls: 0.0264, s2.acc: 95.9677, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0389, loss: 0.8632 2022-05-16 02:56:47,496 - mmdet - INFO - Epoch [31][1950/7330] lr: 1.000e-05, eta: 17:24:09, time: 1.448, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1257, s0.loss_cls: 0.1148, s0.acc: 95.5374, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1700, s1.loss_cls: 0.0511, s1.acc: 96.0248, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0811, s2.loss_cls: 0.0261, s2.acc: 95.8763, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0385, loss: 0.8553 2022-05-16 02:58:00,348 - mmdet - INFO - Epoch [31][2000/7330] lr: 1.000e-05, eta: 17:22:54, time: 1.457, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1251, s0.loss_cls: 0.1244, s0.acc: 95.2678, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1741, s1.loss_cls: 0.0556, s1.acc: 95.8256, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0833, s2.loss_cls: 0.0289, s2.acc: 95.6684, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0398, loss: 0.8853 2022-05-16 02:59:12,503 - mmdet - INFO - Epoch [31][2050/7330] lr: 1.000e-05, eta: 17:21:39, time: 1.443, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1275, s0.loss_cls: 0.1149, s0.acc: 95.5620, s0.loss_bbox: 0.0676, s0.loss_mask: 0.1686, s1.loss_cls: 0.0509, s1.acc: 96.1546, s1.loss_bbox: 0.0807, s1.loss_mask: 0.0811, s2.loss_cls: 0.0260, s2.acc: 95.9594, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0387, loss: 0.8470 2022-05-16 03:00:25,600 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 03:00:25,601 - mmdet - INFO - Epoch [31][2100/7330] lr: 1.000e-05, eta: 17:20:25, time: 1.462, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1252, s0.loss_cls: 0.1174, s0.acc: 95.5718, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1695, s1.loss_cls: 0.0510, s1.acc: 96.1820, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0807, s2.loss_cls: 0.0260, s2.acc: 96.0386, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0386, loss: 0.8528 2022-05-16 03:01:37,274 - mmdet - INFO - Epoch [31][2150/7330] lr: 1.000e-05, eta: 17:19:10, time: 1.433, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1269, s0.loss_cls: 0.1166, s0.acc: 95.5781, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1668, s1.loss_cls: 0.0502, s1.acc: 96.2082, s1.loss_bbox: 0.0817, s1.loss_mask: 0.0793, s2.loss_cls: 0.0255, s2.acc: 96.0277, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0381, loss: 0.8450 2022-05-16 03:02:49,604 - mmdet - INFO - Epoch [31][2200/7330] lr: 1.000e-05, eta: 17:17:55, time: 1.446, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1234, s0.loss_cls: 0.1211, s0.acc: 95.2886, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1740, s1.loss_cls: 0.0538, s1.acc: 95.8541, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0827, s2.loss_cls: 0.0274, s2.acc: 95.6503, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0393, loss: 0.8809 2022-05-16 03:04:01,619 - mmdet - INFO - Epoch [31][2250/7330] lr: 1.000e-05, eta: 17:16:40, time: 1.441, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1284, s0.loss_cls: 0.1226, s0.acc: 95.2979, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1727, s1.loss_cls: 0.0542, s1.acc: 95.8150, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0826, s2.loss_cls: 0.0280, s2.acc: 95.6048, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0392, loss: 0.8798 2022-05-16 03:05:14,093 - mmdet - INFO - Epoch [31][2300/7330] lr: 1.000e-05, eta: 17:15:25, time: 1.449, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1244, s0.loss_cls: 0.1158, s0.acc: 95.6089, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1735, s1.loss_cls: 0.0509, s1.acc: 96.1239, s1.loss_bbox: 0.0828, s1.loss_mask: 0.0823, s2.loss_cls: 0.0262, s2.acc: 96.0531, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0393, loss: 0.8570 2022-05-16 03:06:26,044 - mmdet - INFO - Epoch [31][2350/7330] lr: 1.000e-05, eta: 17:14:10, time: 1.439, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1292, s0.loss_cls: 0.1193, s0.acc: 95.5247, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1698, s1.loss_cls: 0.0538, s1.acc: 96.0425, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0810, s2.loss_cls: 0.0276, s2.acc: 95.8600, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0384, loss: 0.8716 2022-05-16 03:07:37,495 - mmdet - INFO - Epoch [31][2400/7330] lr: 1.000e-05, eta: 17:12:55, time: 1.430, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1229, s0.loss_cls: 0.1058, s0.acc: 95.9106, s0.loss_bbox: 0.0645, s0.loss_mask: 0.1656, s1.loss_cls: 0.0470, s1.acc: 96.4021, s1.loss_bbox: 0.0791, s1.loss_mask: 0.0797, s2.loss_cls: 0.0249, s2.acc: 96.1177, s2.loss_bbox: 0.0546, s2.loss_mask: 0.0381, loss: 0.8139 2022-05-16 03:08:49,410 - mmdet - INFO - Epoch [31][2450/7330] lr: 1.000e-05, eta: 17:11:40, time: 1.438, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0189, loss_semantic_seg: 0.1199, s0.loss_cls: 0.1041, s0.acc: 96.0359, s0.loss_bbox: 0.0650, s0.loss_mask: 0.1647, s1.loss_cls: 0.0452, s1.acc: 96.5915, s1.loss_bbox: 0.0791, s1.loss_mask: 0.0792, s2.loss_cls: 0.0235, s2.acc: 96.3319, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0376, loss: 0.8076 2022-05-16 03:10:01,841 - mmdet - INFO - Epoch [31][2500/7330] lr: 1.000e-05, eta: 17:10:25, time: 1.448, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1242, s0.loss_cls: 0.1160, s0.acc: 95.4656, s0.loss_bbox: 0.0679, s0.loss_mask: 0.1724, s1.loss_cls: 0.0518, s1.acc: 95.9972, s1.loss_bbox: 0.0821, s1.loss_mask: 0.0821, s2.loss_cls: 0.0269, s2.acc: 95.7751, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0392, loss: 0.8557 2022-05-16 03:11:15,346 - mmdet - INFO - Epoch [31][2550/7330] lr: 1.000e-05, eta: 17:09:10, time: 1.470, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1291, s0.loss_cls: 0.1207, s0.acc: 95.3660, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1730, s1.loss_cls: 0.0539, s1.acc: 95.9079, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0822, s2.loss_cls: 0.0273, s2.acc: 95.8004, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0393, loss: 0.8778 2022-05-16 03:12:29,018 - mmdet - INFO - Epoch [31][2600/7330] lr: 1.000e-05, eta: 17:07:55, time: 1.472, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1248, s0.loss_cls: 0.1172, s0.acc: 95.5144, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1696, s1.loss_cls: 0.0515, s1.acc: 96.0759, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0807, s2.loss_cls: 0.0262, s2.acc: 96.0306, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0385, loss: 0.8541 2022-05-16 03:13:41,692 - mmdet - INFO - Epoch [31][2650/7330] lr: 1.000e-05, eta: 17:06:40, time: 1.455, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1238, s0.loss_cls: 0.1251, s0.acc: 95.2825, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1740, s1.loss_cls: 0.0563, s1.acc: 95.7752, s1.loss_bbox: 0.0883, s1.loss_mask: 0.0832, s2.loss_cls: 0.0288, s2.acc: 95.5498, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0395, loss: 0.8907 2022-05-16 03:14:54,202 - mmdet - INFO - Epoch [31][2700/7330] lr: 1.000e-05, eta: 17:05:26, time: 1.450, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1260, s0.loss_cls: 0.1128, s0.acc: 95.6213, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1711, s1.loss_cls: 0.0498, s1.acc: 96.1171, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0818, s2.loss_cls: 0.0257, s2.acc: 95.9039, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0391, loss: 0.8557 2022-05-16 03:16:07,032 - mmdet - INFO - Epoch [31][2750/7330] lr: 1.000e-05, eta: 17:04:11, time: 1.457, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1239, s0.loss_cls: 0.1158, s0.acc: 95.6738, s0.loss_bbox: 0.0692, s0.loss_mask: 0.1679, s1.loss_cls: 0.0507, s1.acc: 96.2839, s1.loss_bbox: 0.0828, s1.loss_mask: 0.0804, s2.loss_cls: 0.0259, s2.acc: 96.1431, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0384, loss: 0.8487 2022-05-16 03:17:20,387 - mmdet - INFO - Epoch [31][2800/7330] lr: 1.000e-05, eta: 17:02:56, time: 1.465, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1214, s0.loss_cls: 0.1162, s0.acc: 95.5808, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1683, s1.loss_cls: 0.0511, s1.acc: 96.1059, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0804, s2.loss_cls: 0.0261, s2.acc: 95.9339, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0383, loss: 0.8497 2022-05-16 03:18:32,542 - mmdet - INFO - Epoch [31][2850/7330] lr: 1.000e-05, eta: 17:01:41, time: 1.445, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1315, s0.loss_cls: 0.1156, s0.acc: 95.5771, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1712, s1.loss_cls: 0.0517, s1.acc: 96.1681, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0820, s2.loss_cls: 0.0264, s2.acc: 95.9535, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0392, loss: 0.8632 2022-05-16 03:19:44,298 - mmdet - INFO - Epoch [31][2900/7330] lr: 1.000e-05, eta: 17:00:26, time: 1.435, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1243, s0.loss_cls: 0.1139, s0.acc: 95.6384, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1653, s1.loss_cls: 0.0501, s1.acc: 96.1979, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0788, s2.loss_cls: 0.0260, s2.acc: 96.0315, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0376, loss: 0.8404 2022-05-16 03:20:57,532 - mmdet - INFO - Epoch [31][2950/7330] lr: 1.000e-05, eta: 16:59:11, time: 1.465, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1267, s0.loss_cls: 0.1151, s0.acc: 95.5684, s0.loss_bbox: 0.0680, s0.loss_mask: 0.1687, s1.loss_cls: 0.0509, s1.acc: 96.1180, s1.loss_bbox: 0.0821, s1.loss_mask: 0.0808, s2.loss_cls: 0.0265, s2.acc: 95.9506, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0384, loss: 0.8494 2022-05-16 03:22:10,937 - mmdet - INFO - Epoch [31][3000/7330] lr: 1.000e-05, eta: 16:57:56, time: 1.468, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1279, s0.loss_cls: 0.1204, s0.acc: 95.4482, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1724, s1.loss_cls: 0.0538, s1.acc: 95.8910, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0819, s2.loss_cls: 0.0275, s2.acc: 95.7801, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0389, loss: 0.8786 2022-05-16 03:23:22,929 - mmdet - INFO - Epoch [31][3050/7330] lr: 1.000e-05, eta: 16:56:41, time: 1.440, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1268, s0.loss_cls: 0.1196, s0.acc: 95.4258, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1763, s1.loss_cls: 0.0538, s1.acc: 95.9271, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0842, s2.loss_cls: 0.0276, s2.acc: 95.7681, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0402, loss: 0.8877 2022-05-16 03:24:35,392 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 03:24:35,408 - mmdet - INFO - Epoch [31][3100/7330] lr: 1.000e-05, eta: 16:55:27, time: 1.447, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1317, s0.loss_cls: 0.1135, s0.acc: 95.6846, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1677, s1.loss_cls: 0.0505, s1.acc: 96.2200, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0798, s2.loss_cls: 0.0266, s2.acc: 95.9001, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0379, loss: 0.8524 2022-05-16 03:25:47,215 - mmdet - INFO - Epoch [31][3150/7330] lr: 1.000e-05, eta: 16:54:12, time: 1.438, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1285, s0.loss_cls: 0.1174, s0.acc: 95.5091, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1719, s1.loss_cls: 0.0518, s1.acc: 96.0020, s1.loss_bbox: 0.0826, s1.loss_mask: 0.0812, s2.loss_cls: 0.0265, s2.acc: 95.8436, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0388, loss: 0.8602 2022-05-16 03:26:59,967 - mmdet - INFO - Epoch [31][3200/7330] lr: 1.000e-05, eta: 16:52:57, time: 1.455, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1226, s0.loss_cls: 0.1182, s0.acc: 95.4690, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1722, s1.loss_cls: 0.0517, s1.acc: 96.0183, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0816, s2.loss_cls: 0.0268, s2.acc: 95.7361, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0388, loss: 0.8646 2022-05-16 03:28:12,896 - mmdet - INFO - Epoch [31][3250/7330] lr: 1.000e-05, eta: 16:51:42, time: 1.459, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1226, s0.loss_cls: 0.1128, s0.acc: 95.6997, s0.loss_bbox: 0.0676, s0.loss_mask: 0.1675, s1.loss_cls: 0.0494, s1.acc: 96.2267, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0794, s2.loss_cls: 0.0256, s2.acc: 96.0814, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0379, loss: 0.8379 2022-05-16 03:29:27,071 - mmdet - INFO - Epoch [31][3300/7330] lr: 1.000e-05, eta: 16:50:27, time: 1.484, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1252, s0.loss_cls: 0.1198, s0.acc: 95.3933, s0.loss_bbox: 0.0727, s0.loss_mask: 0.1733, s1.loss_cls: 0.0530, s1.acc: 95.8738, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0823, s2.loss_cls: 0.0271, s2.acc: 95.7196, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0392, loss: 0.8784 2022-05-16 03:30:39,068 - mmdet - INFO - Epoch [31][3350/7330] lr: 1.000e-05, eta: 16:49:12, time: 1.440, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1231, s0.loss_cls: 0.1183, s0.acc: 95.4807, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1718, s1.loss_cls: 0.0518, s1.acc: 96.0577, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0816, s2.loss_cls: 0.0260, s2.acc: 95.9285, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0388, loss: 0.8645 2022-05-16 03:31:52,018 - mmdet - INFO - Epoch [31][3400/7330] lr: 1.000e-05, eta: 16:47:58, time: 1.459, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1245, s0.loss_cls: 0.1166, s0.acc: 95.5784, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1699, s1.loss_cls: 0.0513, s1.acc: 96.1348, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0809, s2.loss_cls: 0.0265, s2.acc: 95.9737, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0386, loss: 0.8544 2022-05-16 03:33:05,460 - mmdet - INFO - Epoch [31][3450/7330] lr: 1.000e-05, eta: 16:46:43, time: 1.469, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1248, s0.loss_cls: 0.1220, s0.acc: 95.3574, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1703, s1.loss_cls: 0.0550, s1.acc: 95.8046, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0810, s2.loss_cls: 0.0282, s2.acc: 95.6323, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0383, loss: 0.8735 2022-05-16 03:34:16,915 - mmdet - INFO - Epoch [31][3500/7330] lr: 1.000e-05, eta: 16:45:28, time: 1.429, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1223, s0.loss_cls: 0.1140, s0.acc: 95.5908, s0.loss_bbox: 0.0673, s0.loss_mask: 0.1672, s1.loss_cls: 0.0516, s1.acc: 96.0548, s1.loss_bbox: 0.0805, s1.loss_mask: 0.0794, s2.loss_cls: 0.0264, s2.acc: 95.8820, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0379, loss: 0.8395 2022-05-16 03:35:29,952 - mmdet - INFO - Epoch [31][3550/7330] lr: 1.000e-05, eta: 16:44:13, time: 1.461, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1239, s0.loss_cls: 0.1130, s0.acc: 95.6716, s0.loss_bbox: 0.0680, s0.loss_mask: 0.1699, s1.loss_cls: 0.0498, s1.acc: 96.1858, s1.loss_bbox: 0.0820, s1.loss_mask: 0.0812, s2.loss_cls: 0.0258, s2.acc: 96.0438, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0387, loss: 0.8440 2022-05-16 03:36:43,561 - mmdet - INFO - Epoch [31][3600/7330] lr: 1.000e-05, eta: 16:42:58, time: 1.472, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1274, s0.loss_cls: 0.1147, s0.acc: 95.5635, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1683, s1.loss_cls: 0.0508, s1.acc: 96.1380, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0794, s2.loss_cls: 0.0263, s2.acc: 95.9386, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0381, loss: 0.8494 2022-05-16 03:37:56,734 - mmdet - INFO - Epoch [31][3650/7330] lr: 1.000e-05, eta: 16:41:44, time: 1.463, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1292, s0.loss_cls: 0.1160, s0.acc: 95.4739, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1721, s1.loss_cls: 0.0512, s1.acc: 96.0172, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0817, s2.loss_cls: 0.0265, s2.acc: 95.8090, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0390, loss: 0.8676 2022-05-16 03:39:09,618 - mmdet - INFO - Epoch [31][3700/7330] lr: 1.000e-05, eta: 16:40:29, time: 1.458, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1283, s0.loss_cls: 0.1153, s0.acc: 95.6216, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1708, s1.loss_cls: 0.0502, s1.acc: 96.1797, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0816, s2.loss_cls: 0.0260, s2.acc: 96.0105, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0387, loss: 0.8535 2022-05-16 03:40:22,700 - mmdet - INFO - Epoch [31][3750/7330] lr: 1.000e-05, eta: 16:39:14, time: 1.462, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1252, s0.loss_cls: 0.1224, s0.acc: 95.3687, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1755, s1.loss_cls: 0.0538, s1.acc: 95.9175, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0839, s2.loss_cls: 0.0281, s2.acc: 95.7251, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0401, loss: 0.8867 2022-05-16 03:41:35,120 - mmdet - INFO - Epoch [31][3800/7330] lr: 1.000e-05, eta: 16:37:59, time: 1.448, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1286, s0.loss_cls: 0.1208, s0.acc: 95.3865, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1729, s1.loss_cls: 0.0531, s1.acc: 95.9454, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0821, s2.loss_cls: 0.0277, s2.acc: 95.7831, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0390, loss: 0.8796 2022-05-16 03:42:47,382 - mmdet - INFO - Epoch [31][3850/7330] lr: 1.000e-05, eta: 16:36:44, time: 1.445, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1259, s0.loss_cls: 0.1147, s0.acc: 95.6228, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1693, s1.loss_cls: 0.0505, s1.acc: 96.2133, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0805, s2.loss_cls: 0.0262, s2.acc: 95.9926, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0384, loss: 0.8537 2022-05-16 03:43:59,927 - mmdet - INFO - Epoch [31][3900/7330] lr: 1.000e-05, eta: 16:35:29, time: 1.451, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1269, s0.loss_cls: 0.1177, s0.acc: 95.5269, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1762, s1.loss_cls: 0.0527, s1.acc: 96.0488, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0842, s2.loss_cls: 0.0268, s2.acc: 95.9227, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0401, loss: 0.8689 2022-05-16 03:45:11,594 - mmdet - INFO - Epoch [31][3950/7330] lr: 1.000e-05, eta: 16:34:14, time: 1.433, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1261, s0.loss_cls: 0.1245, s0.acc: 95.2666, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1708, s1.loss_cls: 0.0554, s1.acc: 95.8882, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0813, s2.loss_cls: 0.0280, s2.acc: 95.7774, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0389, loss: 0.8808 2022-05-16 03:46:24,688 - mmdet - INFO - Epoch [31][4000/7330] lr: 1.000e-05, eta: 16:33:00, time: 1.462, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1333, s0.loss_cls: 0.1189, s0.acc: 95.5444, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1728, s1.loss_cls: 0.0516, s1.acc: 96.1236, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0820, s2.loss_cls: 0.0264, s2.acc: 96.0188, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0390, loss: 0.8701 2022-05-16 03:47:36,905 - mmdet - INFO - Epoch [31][4050/7330] lr: 1.000e-05, eta: 16:31:45, time: 1.444, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1312, s0.loss_cls: 0.1167, s0.acc: 95.5276, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1712, s1.loss_cls: 0.0519, s1.acc: 96.0460, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0817, s2.loss_cls: 0.0262, s2.acc: 95.9156, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0391, loss: 0.8649 2022-05-16 03:48:49,847 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 03:48:49,851 - mmdet - INFO - Epoch [31][4100/7330] lr: 1.000e-05, eta: 16:30:30, time: 1.459, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1285, s0.loss_cls: 0.1148, s0.acc: 95.6848, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1699, s1.loss_cls: 0.0498, s1.acc: 96.3086, s1.loss_bbox: 0.0817, s1.loss_mask: 0.0808, s2.loss_cls: 0.0255, s2.acc: 96.1266, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0387, loss: 0.8512 2022-05-16 03:50:02,673 - mmdet - INFO - Epoch [31][4150/7330] lr: 1.000e-05, eta: 16:29:15, time: 1.456, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1255, s0.loss_cls: 0.1161, s0.acc: 95.4685, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1757, s1.loss_cls: 0.0518, s1.acc: 96.0302, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0830, s2.loss_cls: 0.0268, s2.acc: 95.8165, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0397, loss: 0.8729 2022-05-16 03:51:15,427 - mmdet - INFO - Epoch [31][4200/7330] lr: 1.000e-05, eta: 16:28:00, time: 1.455, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1246, s0.loss_cls: 0.1153, s0.acc: 95.6282, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1730, s1.loss_cls: 0.0510, s1.acc: 96.1865, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0822, s2.loss_cls: 0.0265, s2.acc: 96.0380, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0390, loss: 0.8577 2022-05-16 03:52:28,768 - mmdet - INFO - Epoch [31][4250/7330] lr: 1.000e-05, eta: 16:26:45, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1159, s0.loss_cls: 0.1212, s0.acc: 95.3872, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1733, s1.loss_cls: 0.0541, s1.acc: 95.9598, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0820, s2.loss_cls: 0.0279, s2.acc: 95.6980, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0388, loss: 0.8699 2022-05-16 03:53:42,438 - mmdet - INFO - Epoch [31][4300/7330] lr: 1.000e-05, eta: 16:25:31, time: 1.474, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1244, s0.loss_cls: 0.1173, s0.acc: 95.5310, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1710, s1.loss_cls: 0.0524, s1.acc: 96.0082, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0813, s2.loss_cls: 0.0275, s2.acc: 95.7329, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0390, loss: 0.8614 2022-05-16 03:54:54,232 - mmdet - INFO - Epoch [31][4350/7330] lr: 1.000e-05, eta: 16:24:16, time: 1.436, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1278, s0.loss_cls: 0.1154, s0.acc: 95.6715, s0.loss_bbox: 0.0663, s0.loss_mask: 0.1693, s1.loss_cls: 0.0511, s1.acc: 96.2304, s1.loss_bbox: 0.0816, s1.loss_mask: 0.0810, s2.loss_cls: 0.0261, s2.acc: 96.1127, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0387, loss: 0.8523 2022-05-16 03:56:07,644 - mmdet - INFO - Epoch [31][4400/7330] lr: 1.000e-05, eta: 16:23:01, time: 1.468, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1285, s0.loss_cls: 0.1171, s0.acc: 95.4443, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1691, s1.loss_cls: 0.0514, s1.acc: 95.9340, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0804, s2.loss_cls: 0.0264, s2.acc: 95.7382, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0382, loss: 0.8576 2022-05-16 03:57:21,463 - mmdet - INFO - Epoch [31][4450/7330] lr: 1.000e-05, eta: 16:21:46, time: 1.476, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1263, s0.loss_cls: 0.1163, s0.acc: 95.4973, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1713, s1.loss_cls: 0.0512, s1.acc: 96.1278, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0820, s2.loss_cls: 0.0263, s2.acc: 96.0318, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0389, loss: 0.8628 2022-05-16 03:58:34,336 - mmdet - INFO - Epoch [31][4500/7330] lr: 1.000e-05, eta: 16:20:32, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1245, s0.loss_cls: 0.1224, s0.acc: 95.4089, s0.loss_bbox: 0.0737, s0.loss_mask: 0.1769, s1.loss_cls: 0.0547, s1.acc: 95.9135, s1.loss_bbox: 0.0889, s1.loss_mask: 0.0844, s2.loss_cls: 0.0281, s2.acc: 95.7414, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0403, loss: 0.8878 2022-05-16 03:59:48,168 - mmdet - INFO - Epoch [31][4550/7330] lr: 1.000e-05, eta: 16:19:17, time: 1.477, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1353, s0.loss_cls: 0.1207, s0.acc: 95.3833, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1732, s1.loss_cls: 0.0542, s1.acc: 95.8641, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0822, s2.loss_cls: 0.0278, s2.acc: 95.6730, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0390, loss: 0.8823 2022-05-16 04:01:02,298 - mmdet - INFO - Epoch [31][4600/7330] lr: 1.000e-05, eta: 16:18:02, time: 1.483, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1249, s0.loss_cls: 0.1187, s0.acc: 95.4629, s0.loss_bbox: 0.0682, s0.loss_mask: 0.1723, s1.loss_cls: 0.0533, s1.acc: 95.9237, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0818, s2.loss_cls: 0.0275, s2.acc: 95.7550, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0390, loss: 0.8588 2022-05-16 04:02:15,843 - mmdet - INFO - Epoch [31][4650/7330] lr: 1.000e-05, eta: 16:16:48, time: 1.471, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1277, s0.loss_cls: 0.1229, s0.acc: 95.2761, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1734, s1.loss_cls: 0.0554, s1.acc: 95.7667, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0824, s2.loss_cls: 0.0284, s2.acc: 95.6021, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0393, loss: 0.8848 2022-05-16 04:03:28,689 - mmdet - INFO - Epoch [31][4700/7330] lr: 1.000e-05, eta: 16:15:33, time: 1.457, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1244, s0.loss_cls: 0.1173, s0.acc: 95.5376, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1750, s1.loss_cls: 0.0533, s1.acc: 95.9910, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0828, s2.loss_cls: 0.0275, s2.acc: 95.7120, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0393, loss: 0.8717 2022-05-16 04:04:42,395 - mmdet - INFO - Epoch [31][4750/7330] lr: 1.000e-05, eta: 16:14:18, time: 1.474, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1297, s0.loss_cls: 0.1064, s0.acc: 95.9060, s0.loss_bbox: 0.0634, s0.loss_mask: 0.1608, s1.loss_cls: 0.0465, s1.acc: 96.4901, s1.loss_bbox: 0.0773, s1.loss_mask: 0.0766, s2.loss_cls: 0.0243, s2.acc: 96.2958, s2.loss_bbox: 0.0544, s2.loss_mask: 0.0366, loss: 0.8090 2022-05-16 04:05:55,516 - mmdet - INFO - Epoch [31][4800/7330] lr: 1.000e-05, eta: 16:13:04, time: 1.462, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1315, s0.loss_cls: 0.1155, s0.acc: 95.5957, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1723, s1.loss_cls: 0.0504, s1.acc: 96.2096, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0823, s2.loss_cls: 0.0259, s2.acc: 96.0124, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0394, loss: 0.8631 2022-05-16 04:07:07,899 - mmdet - INFO - Epoch [31][4850/7330] lr: 1.000e-05, eta: 16:11:49, time: 1.448, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1316, s0.loss_cls: 0.1169, s0.acc: 95.5566, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1709, s1.loss_cls: 0.0509, s1.acc: 96.1327, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0818, s2.loss_cls: 0.0267, s2.acc: 95.9112, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0388, loss: 0.8617 2022-05-16 04:08:20,644 - mmdet - INFO - Epoch [31][4900/7330] lr: 1.000e-05, eta: 16:10:34, time: 1.455, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1265, s0.loss_cls: 0.1159, s0.acc: 95.5935, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1672, s1.loss_cls: 0.0502, s1.acc: 96.3029, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0795, s2.loss_cls: 0.0255, s2.acc: 96.2408, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0379, loss: 0.8459 2022-05-16 04:09:31,219 - mmdet - INFO - Epoch [31][4950/7330] lr: 1.000e-05, eta: 16:09:19, time: 1.411, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1264, s0.loss_cls: 0.1120, s0.acc: 95.6445, s0.loss_bbox: 0.0680, s0.loss_mask: 0.1680, s1.loss_cls: 0.0495, s1.acc: 96.1443, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0795, s2.loss_cls: 0.0259, s2.acc: 95.9000, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0376, loss: 0.8404 2022-05-16 04:10:43,310 - mmdet - INFO - Epoch [31][5000/7330] lr: 1.000e-05, eta: 16:08:04, time: 1.442, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1238, s0.loss_cls: 0.1156, s0.acc: 95.5627, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1681, s1.loss_cls: 0.0512, s1.acc: 96.1315, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0799, s2.loss_cls: 0.0272, s2.acc: 95.8222, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0380, loss: 0.8504 2022-05-16 04:11:55,509 - mmdet - INFO - Epoch [31][5050/7330] lr: 1.000e-05, eta: 16:06:49, time: 1.444, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1224, s0.loss_cls: 0.1119, s0.acc: 95.7173, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1685, s1.loss_cls: 0.0484, s1.acc: 96.2930, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0805, s2.loss_cls: 0.0251, s2.acc: 96.1261, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0386, loss: 0.8394 2022-05-16 04:13:08,843 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 04:13:08,845 - mmdet - INFO - Epoch [31][5100/7330] lr: 1.000e-05, eta: 16:05:34, time: 1.467, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1246, s0.loss_cls: 0.1166, s0.acc: 95.4736, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1757, s1.loss_cls: 0.0513, s1.acc: 95.9803, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0833, s2.loss_cls: 0.0263, s2.acc: 95.8812, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0397, loss: 0.8702 2022-05-16 04:14:21,979 - mmdet - INFO - Epoch [31][5150/7330] lr: 1.000e-05, eta: 16:04:19, time: 1.463, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1215, s0.loss_cls: 0.1186, s0.acc: 95.5259, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1684, s1.loss_cls: 0.0520, s1.acc: 96.1850, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0802, s2.loss_cls: 0.0266, s2.acc: 96.0049, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0383, loss: 0.8490 2022-05-16 04:15:35,206 - mmdet - INFO - Epoch [31][5200/7330] lr: 1.000e-05, eta: 16:03:05, time: 1.464, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1189, s0.loss_cls: 0.1147, s0.acc: 95.5745, s0.loss_bbox: 0.0666, s0.loss_mask: 0.1713, s1.loss_cls: 0.0515, s1.acc: 96.0754, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0822, s2.loss_cls: 0.0266, s2.acc: 95.9606, s2.loss_bbox: 0.0546, s2.loss_mask: 0.0389, loss: 0.8408 2022-05-16 04:16:48,717 - mmdet - INFO - Epoch [31][5250/7330] lr: 1.000e-05, eta: 16:01:50, time: 1.470, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1278, s0.loss_cls: 0.1166, s0.acc: 95.4558, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1680, s1.loss_cls: 0.0528, s1.acc: 95.9301, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0796, s2.loss_cls: 0.0275, s2.acc: 95.7779, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0379, loss: 0.8598 2022-05-16 04:18:01,318 - mmdet - INFO - Epoch [31][5300/7330] lr: 1.000e-05, eta: 16:00:35, time: 1.452, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1226, s0.loss_cls: 0.1121, s0.acc: 95.6936, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1677, s1.loss_cls: 0.0502, s1.acc: 96.1491, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0796, s2.loss_cls: 0.0255, s2.acc: 96.1155, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0380, loss: 0.8393 2022-05-16 04:19:13,783 - mmdet - INFO - Epoch [31][5350/7330] lr: 1.000e-05, eta: 15:59:20, time: 1.447, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1243, s0.loss_cls: 0.1150, s0.acc: 95.6174, s0.loss_bbox: 0.0675, s0.loss_mask: 0.1703, s1.loss_cls: 0.0503, s1.acc: 96.2463, s1.loss_bbox: 0.0818, s1.loss_mask: 0.0812, s2.loss_cls: 0.0261, s2.acc: 96.0483, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0387, loss: 0.8471 2022-05-16 04:20:27,526 - mmdet - INFO - Epoch [31][5400/7330] lr: 1.000e-05, eta: 15:58:06, time: 1.477, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1315, s0.loss_cls: 0.1208, s0.acc: 95.3298, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1742, s1.loss_cls: 0.0529, s1.acc: 95.9132, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0819, s2.loss_cls: 0.0273, s2.acc: 95.6976, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0387, loss: 0.8813 2022-05-16 04:21:39,217 - mmdet - INFO - Epoch [31][5450/7330] lr: 1.000e-05, eta: 15:56:51, time: 1.434, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1275, s0.loss_cls: 0.1225, s0.acc: 95.2896, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1742, s1.loss_cls: 0.0546, s1.acc: 95.8362, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0830, s2.loss_cls: 0.0279, s2.acc: 95.6495, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0394, loss: 0.8867 2022-05-16 04:22:52,104 - mmdet - INFO - Epoch [31][5500/7330] lr: 1.000e-05, eta: 15:55:36, time: 1.458, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1280, s0.loss_cls: 0.1150, s0.acc: 95.6252, s0.loss_bbox: 0.0684, s0.loss_mask: 0.1710, s1.loss_cls: 0.0513, s1.acc: 96.1491, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0810, s2.loss_cls: 0.0259, s2.acc: 96.0718, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0387, loss: 0.8571 2022-05-16 04:24:04,881 - mmdet - INFO - Epoch [31][5550/7330] lr: 1.000e-05, eta: 15:54:21, time: 1.456, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1215, s0.loss_cls: 0.1169, s0.acc: 95.5674, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1716, s1.loss_cls: 0.0517, s1.acc: 96.0965, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0816, s2.loss_cls: 0.0263, s2.acc: 96.0460, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0389, loss: 0.8614 2022-05-16 04:25:17,782 - mmdet - INFO - Epoch [31][5600/7330] lr: 1.000e-05, eta: 15:53:06, time: 1.455, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1291, s0.loss_cls: 0.1139, s0.acc: 95.6404, s0.loss_bbox: 0.0680, s0.loss_mask: 0.1705, s1.loss_cls: 0.0501, s1.acc: 96.1402, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0804, s2.loss_cls: 0.0254, s2.acc: 96.1116, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0380, loss: 0.8497 2022-05-16 04:26:29,913 - mmdet - INFO - Epoch [31][5650/7330] lr: 1.000e-05, eta: 15:51:51, time: 1.445, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1255, s0.loss_cls: 0.1222, s0.acc: 95.4155, s0.loss_bbox: 0.0724, s0.loss_mask: 0.1765, s1.loss_cls: 0.0543, s1.acc: 95.9455, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0836, s2.loss_cls: 0.0284, s2.acc: 95.6905, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0395, loss: 0.8838 2022-05-16 04:27:42,532 - mmdet - INFO - Epoch [31][5700/7330] lr: 1.000e-05, eta: 15:50:37, time: 1.452, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1267, s0.loss_cls: 0.1216, s0.acc: 95.3547, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1742, s1.loss_cls: 0.0544, s1.acc: 95.8163, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0824, s2.loss_cls: 0.0274, s2.acc: 95.8254, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0389, loss: 0.8772 2022-05-16 04:28:55,922 - mmdet - INFO - Epoch [31][5750/7330] lr: 1.000e-05, eta: 15:49:22, time: 1.468, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1264, s0.loss_cls: 0.1238, s0.acc: 95.3132, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1730, s1.loss_cls: 0.0555, s1.acc: 95.8268, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0816, s2.loss_cls: 0.0285, s2.acc: 95.6408, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0388, loss: 0.8844 2022-05-16 04:30:10,789 - mmdet - INFO - Epoch [31][5800/7330] lr: 1.000e-05, eta: 15:48:08, time: 1.497, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1279, s0.loss_cls: 0.1224, s0.acc: 95.3489, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1670, s1.loss_cls: 0.0541, s1.acc: 95.9934, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0799, s2.loss_cls: 0.0277, s2.acc: 95.7634, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0383, loss: 0.8668 2022-05-16 04:31:23,665 - mmdet - INFO - Epoch [31][5850/7330] lr: 1.000e-05, eta: 15:46:53, time: 1.457, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1287, s0.loss_cls: 0.1180, s0.acc: 95.4807, s0.loss_bbox: 0.0717, s0.loss_mask: 0.1699, s1.loss_cls: 0.0528, s1.acc: 96.0053, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0804, s2.loss_cls: 0.0268, s2.acc: 95.9337, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0385, loss: 0.8651 2022-05-16 04:32:37,151 - mmdet - INFO - Epoch [31][5900/7330] lr: 1.000e-05, eta: 15:45:38, time: 1.470, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1275, s0.loss_cls: 0.1162, s0.acc: 95.5422, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1762, s1.loss_cls: 0.0522, s1.acc: 95.9844, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0847, s2.loss_cls: 0.0270, s2.acc: 95.7804, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0401, loss: 0.8717 2022-05-16 04:33:49,037 - mmdet - INFO - Epoch [31][5950/7330] lr: 1.000e-05, eta: 15:44:23, time: 1.438, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0189, loss_semantic_seg: 0.1201, s0.loss_cls: 0.1134, s0.acc: 95.6965, s0.loss_bbox: 0.0666, s0.loss_mask: 0.1686, s1.loss_cls: 0.0503, s1.acc: 96.2113, s1.loss_bbox: 0.0810, s1.loss_mask: 0.0801, s2.loss_cls: 0.0261, s2.acc: 96.1040, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0383, loss: 0.8335 2022-05-16 04:35:02,204 - mmdet - INFO - Epoch [31][6000/7330] lr: 1.000e-05, eta: 15:43:08, time: 1.461, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1249, s0.loss_cls: 0.1168, s0.acc: 95.6018, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1693, s1.loss_cls: 0.0512, s1.acc: 96.1921, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0806, s2.loss_cls: 0.0261, s2.acc: 96.0139, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0384, loss: 0.8525 2022-05-16 04:36:14,858 - mmdet - INFO - Epoch [31][6050/7330] lr: 1.000e-05, eta: 15:41:54, time: 1.455, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1220, s0.loss_cls: 0.1162, s0.acc: 95.5474, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1687, s1.loss_cls: 0.0516, s1.acc: 96.0497, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0800, s2.loss_cls: 0.0266, s2.acc: 95.8699, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0384, loss: 0.8496 2022-05-16 04:37:28,189 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 04:37:28,190 - mmdet - INFO - Epoch [31][6100/7330] lr: 1.000e-05, eta: 15:40:39, time: 1.467, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1285, s0.loss_cls: 0.1175, s0.acc: 95.4595, s0.loss_bbox: 0.0705, s0.loss_mask: 0.1733, s1.loss_cls: 0.0524, s1.acc: 95.9881, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0826, s2.loss_cls: 0.0273, s2.acc: 95.7841, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0394, loss: 0.8674 2022-05-16 04:38:40,000 - mmdet - INFO - Epoch [31][6150/7330] lr: 1.000e-05, eta: 15:39:24, time: 1.436, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1231, s0.loss_cls: 0.1182, s0.acc: 95.5327, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1660, s1.loss_cls: 0.0522, s1.acc: 96.0788, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0794, s2.loss_cls: 0.0271, s2.acc: 95.8497, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0377, loss: 0.8471 2022-05-16 04:39:53,725 - mmdet - INFO - Epoch [31][6200/7330] lr: 1.000e-05, eta: 15:38:09, time: 1.475, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1194, s0.loss_cls: 0.1170, s0.acc: 95.4465, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1666, s1.loss_cls: 0.0524, s1.acc: 95.9919, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0795, s2.loss_cls: 0.0268, s2.acc: 95.8673, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0378, loss: 0.8440 2022-05-16 04:41:06,928 - mmdet - INFO - Epoch [31][6250/7330] lr: 1.000e-05, eta: 15:36:55, time: 1.464, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1233, s0.loss_cls: 0.1221, s0.acc: 95.3953, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1726, s1.loss_cls: 0.0545, s1.acc: 95.8788, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0819, s2.loss_cls: 0.0277, s2.acc: 95.6713, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0389, loss: 0.8776 2022-05-16 04:42:20,024 - mmdet - INFO - Epoch [31][6300/7330] lr: 1.000e-05, eta: 15:35:40, time: 1.462, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1288, s0.loss_cls: 0.1237, s0.acc: 95.3311, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1717, s1.loss_cls: 0.0550, s1.acc: 95.9184, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0814, s2.loss_cls: 0.0284, s2.acc: 95.7439, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0386, loss: 0.8820 2022-05-16 04:43:33,221 - mmdet - INFO - Epoch [31][6350/7330] lr: 1.000e-05, eta: 15:34:25, time: 1.464, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1300, s0.loss_cls: 0.1195, s0.acc: 95.4392, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1717, s1.loss_cls: 0.0524, s1.acc: 95.9470, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0814, s2.loss_cls: 0.0272, s2.acc: 95.7928, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0388, loss: 0.8670 2022-05-16 04:44:45,673 - mmdet - INFO - Epoch [31][6400/7330] lr: 1.000e-05, eta: 15:33:10, time: 1.449, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1275, s0.loss_cls: 0.1175, s0.acc: 95.4846, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1717, s1.loss_cls: 0.0518, s1.acc: 96.0303, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0819, s2.loss_cls: 0.0262, s2.acc: 95.8643, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0388, loss: 0.8618 2022-05-16 04:45:58,771 - mmdet - INFO - Epoch [31][6450/7330] lr: 1.000e-05, eta: 15:31:56, time: 1.462, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1263, s0.loss_cls: 0.1252, s0.acc: 95.2603, s0.loss_bbox: 0.0735, s0.loss_mask: 0.1732, s1.loss_cls: 0.0558, s1.acc: 95.8285, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0820, s2.loss_cls: 0.0283, s2.acc: 95.6024, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0391, loss: 0.8861 2022-05-16 04:47:11,358 - mmdet - INFO - Epoch [31][6500/7330] lr: 1.000e-05, eta: 15:30:41, time: 1.452, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1273, s0.loss_cls: 0.1210, s0.acc: 95.4360, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1751, s1.loss_cls: 0.0539, s1.acc: 95.9395, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0833, s2.loss_cls: 0.0280, s2.acc: 95.7775, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0394, loss: 0.8779 2022-05-16 04:48:24,822 - mmdet - INFO - Epoch [31][6550/7330] lr: 1.000e-05, eta: 15:29:26, time: 1.469, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1303, s0.loss_cls: 0.1197, s0.acc: 95.4067, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1741, s1.loss_cls: 0.0526, s1.acc: 95.8995, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0828, s2.loss_cls: 0.0273, s2.acc: 95.7310, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0398, loss: 0.8756 2022-05-16 04:49:38,762 - mmdet - INFO - Epoch [31][6600/7330] lr: 1.000e-05, eta: 15:28:12, time: 1.479, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1269, s0.loss_cls: 0.1255, s0.acc: 95.1833, s0.loss_bbox: 0.0759, s0.loss_mask: 0.1695, s1.loss_cls: 0.0570, s1.acc: 95.6371, s1.loss_bbox: 0.0905, s1.loss_mask: 0.0805, s2.loss_cls: 0.0295, s2.acc: 95.3651, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0380, loss: 0.8904 2022-05-16 04:50:51,444 - mmdet - INFO - Epoch [31][6650/7330] lr: 1.000e-05, eta: 15:26:57, time: 1.454, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1262, s0.loss_cls: 0.1186, s0.acc: 95.4563, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1734, s1.loss_cls: 0.0530, s1.acc: 95.9687, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0821, s2.loss_cls: 0.0276, s2.acc: 95.8369, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0391, loss: 0.8743 2022-05-16 04:52:04,123 - mmdet - INFO - Epoch [31][6700/7330] lr: 1.000e-05, eta: 15:25:42, time: 1.453, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1248, s0.loss_cls: 0.1133, s0.acc: 95.6938, s0.loss_bbox: 0.0671, s0.loss_mask: 0.1663, s1.loss_cls: 0.0498, s1.acc: 96.2253, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0793, s2.loss_cls: 0.0252, s2.acc: 96.1576, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0376, loss: 0.8355 2022-05-16 04:53:16,994 - mmdet - INFO - Epoch [31][6750/7330] lr: 1.000e-05, eta: 15:24:27, time: 1.458, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1270, s0.loss_cls: 0.1274, s0.acc: 95.1589, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1760, s1.loss_cls: 0.0574, s1.acc: 95.7075, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0842, s2.loss_cls: 0.0299, s2.acc: 95.5470, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0402, loss: 0.9048 2022-05-16 04:54:29,735 - mmdet - INFO - Epoch [31][6800/7330] lr: 1.000e-05, eta: 15:23:12, time: 1.454, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1264, s0.loss_cls: 0.1239, s0.acc: 95.3223, s0.loss_bbox: 0.0717, s0.loss_mask: 0.1729, s1.loss_cls: 0.0556, s1.acc: 95.8755, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0822, s2.loss_cls: 0.0284, s2.acc: 95.7512, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0390, loss: 0.8798 2022-05-16 04:55:43,103 - mmdet - INFO - Epoch [31][6850/7330] lr: 1.000e-05, eta: 15:21:58, time: 1.468, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1264, s0.loss_cls: 0.1111, s0.acc: 95.7568, s0.loss_bbox: 0.0649, s0.loss_mask: 0.1630, s1.loss_cls: 0.0490, s1.acc: 96.3217, s1.loss_bbox: 0.0779, s1.loss_mask: 0.0780, s2.loss_cls: 0.0250, s2.acc: 96.1652, s2.loss_bbox: 0.0552, s2.loss_mask: 0.0373, loss: 0.8206 2022-05-16 04:56:55,824 - mmdet - INFO - Epoch [31][6900/7330] lr: 1.000e-05, eta: 15:20:43, time: 1.453, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1242, s0.loss_cls: 0.1150, s0.acc: 95.6211, s0.loss_bbox: 0.0663, s0.loss_mask: 0.1640, s1.loss_cls: 0.0505, s1.acc: 96.2051, s1.loss_bbox: 0.0800, s1.loss_mask: 0.0779, s2.loss_cls: 0.0260, s2.acc: 96.0656, s2.loss_bbox: 0.0554, s2.loss_mask: 0.0373, loss: 0.8298 2022-05-16 04:58:08,274 - mmdet - INFO - Epoch [31][6950/7330] lr: 1.000e-05, eta: 15:19:28, time: 1.451, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1322, s0.loss_cls: 0.1209, s0.acc: 95.3911, s0.loss_bbox: 0.0705, s0.loss_mask: 0.1701, s1.loss_cls: 0.0536, s1.acc: 95.9886, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0806, s2.loss_cls: 0.0278, s2.acc: 95.8588, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0385, loss: 0.8715 2022-05-16 04:59:21,215 - mmdet - INFO - Epoch [31][7000/7330] lr: 1.000e-05, eta: 15:18:13, time: 1.459, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1269, s0.loss_cls: 0.1178, s0.acc: 95.4968, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1685, s1.loss_cls: 0.0512, s1.acc: 96.0390, s1.loss_bbox: 0.0828, s1.loss_mask: 0.0803, s2.loss_cls: 0.0263, s2.acc: 95.8799, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0379, loss: 0.8572 2022-05-16 05:00:34,907 - mmdet - INFO - Epoch [31][7050/7330] lr: 1.000e-05, eta: 15:16:59, time: 1.474, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0187, loss_semantic_seg: 0.1210, s0.loss_cls: 0.1117, s0.acc: 95.7314, s0.loss_bbox: 0.0667, s0.loss_mask: 0.1672, s1.loss_cls: 0.0491, s1.acc: 96.2916, s1.loss_bbox: 0.0803, s1.loss_mask: 0.0800, s2.loss_cls: 0.0254, s2.acc: 96.1528, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0383, loss: 0.8279 2022-05-16 05:01:47,452 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 05:01:47,460 - mmdet - INFO - Epoch [31][7100/7330] lr: 1.000e-05, eta: 15:15:44, time: 1.451, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1232, s0.loss_cls: 0.1175, s0.acc: 95.5466, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1729, s1.loss_cls: 0.0518, s1.acc: 96.1164, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0824, s2.loss_cls: 0.0265, s2.acc: 96.0015, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0393, loss: 0.8604 2022-05-16 05:03:00,052 - mmdet - INFO - Epoch [31][7150/7330] lr: 1.000e-05, eta: 15:14:29, time: 1.452, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1249, s0.loss_cls: 0.1216, s0.acc: 95.3843, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1718, s1.loss_cls: 0.0542, s1.acc: 95.9423, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0812, s2.loss_cls: 0.0278, s2.acc: 95.7872, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0385, loss: 0.8674 2022-05-16 05:04:13,189 - mmdet - INFO - Epoch [31][7200/7330] lr: 1.000e-05, eta: 15:13:14, time: 1.463, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1224, s0.loss_cls: 0.1194, s0.acc: 95.4875, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1729, s1.loss_cls: 0.0532, s1.acc: 96.0168, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0825, s2.loss_cls: 0.0275, s2.acc: 95.7766, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0390, loss: 0.8697 2022-05-16 05:05:27,225 - mmdet - INFO - Epoch [31][7250/7330] lr: 1.000e-05, eta: 15:12:00, time: 1.481, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1208, s0.loss_cls: 0.1181, s0.acc: 95.5269, s0.loss_bbox: 0.0676, s0.loss_mask: 0.1715, s1.loss_cls: 0.0527, s1.acc: 95.9920, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0818, s2.loss_cls: 0.0270, s2.acc: 95.8789, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0390, loss: 0.8540 2022-05-16 05:06:39,764 - mmdet - INFO - Epoch [31][7300/7330] lr: 1.000e-05, eta: 15:10:45, time: 1.451, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1228, s0.loss_cls: 0.1214, s0.acc: 95.4636, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1720, s1.loss_cls: 0.0532, s1.acc: 96.0251, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0816, s2.loss_cls: 0.0273, s2.acc: 95.9228, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0386, loss: 0.8713 2022-05-16 05:07:40,891 - mmdet - INFO - Saving checkpoint at 31 epochs 2022-05-16 05:12:35,327 - mmdet - INFO - Evaluating bbox... 2022-05-16 05:13:16,103 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.578 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.764 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.637 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.436 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.616 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.719 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.736 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.736 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.736 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.604 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.770 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.864 2022-05-16 05:13:16,104 - mmdet - INFO - Evaluating segm... 2022-05-16 05:14:06,081 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.502 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.744 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.550 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.327 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.534 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.679 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 ] = 0.496 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.671 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.776 2022-05-16 05:14:07,022 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 05:14:07,025 - mmdet - INFO - Epoch(val) [31][313] bbox_mAP: 0.5780, bbox_mAP_50: 0.7640, bbox_mAP_75: 0.6370, bbox_mAP_s: 0.4360, bbox_mAP_m: 0.6160, bbox_mAP_l: 0.7190, bbox_mAP_copypaste: 0.578 0.764 0.637 0.436 0.616 0.719, segm_mAP: 0.5020, segm_mAP_50: 0.7440, segm_mAP_75: 0.5500, segm_mAP_s: 0.3270, segm_mAP_m: 0.5340, segm_mAP_l: 0.6790, segm_mAP_copypaste: 0.502 0.744 0.550 0.327 0.534 0.679 2022-05-16 05:19:43,519 - mmdet - INFO - Epoch [32][50/7330] lr: 1.000e-05, eta: 15:09:21, time: 6.729, data_time: 5.272, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1263, s0.loss_cls: 0.1162, s0.acc: 95.4951, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1692, s1.loss_cls: 0.0514, s1.acc: 96.0294, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0808, s2.loss_cls: 0.0270, s2.acc: 95.7872, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0384, loss: 0.8556 2022-05-16 05:20:56,109 - mmdet - INFO - Epoch [32][100/7330] lr: 1.000e-05, eta: 15:08:06, time: 1.452, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1196, s0.loss_cls: 0.1144, s0.acc: 95.5959, s0.loss_bbox: 0.0668, s0.loss_mask: 0.1692, s1.loss_cls: 0.0500, s1.acc: 96.2147, s1.loss_bbox: 0.0828, s1.loss_mask: 0.0810, s2.loss_cls: 0.0257, s2.acc: 96.0557, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0384, loss: 0.8401 2022-05-16 05:22:08,823 - mmdet - INFO - Epoch [32][150/7330] lr: 1.000e-05, eta: 15:06:51, time: 1.454, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1237, s0.loss_cls: 0.1169, s0.acc: 95.5134, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1674, s1.loss_cls: 0.0514, s1.acc: 96.0357, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0796, s2.loss_cls: 0.0261, s2.acc: 95.9884, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0381, loss: 0.8470 2022-05-16 05:23:21,548 - mmdet - INFO - Epoch [32][200/7330] lr: 1.000e-05, eta: 15:05:36, time: 1.455, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1268, s0.loss_cls: 0.1188, s0.acc: 95.4924, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1702, s1.loss_cls: 0.0532, s1.acc: 95.9385, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0810, s2.loss_cls: 0.0280, s2.acc: 95.6588, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0383, loss: 0.8658 2022-05-16 05:24:33,838 - mmdet - INFO - Epoch [32][250/7330] lr: 1.000e-05, eta: 15:04:22, time: 1.445, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1213, s0.loss_cls: 0.1120, s0.acc: 95.7786, s0.loss_bbox: 0.0666, s0.loss_mask: 0.1648, s1.loss_cls: 0.0497, s1.acc: 96.2478, s1.loss_bbox: 0.0806, s1.loss_mask: 0.0784, s2.loss_cls: 0.0255, s2.acc: 96.1734, s2.loss_bbox: 0.0558, s2.loss_mask: 0.0373, loss: 0.8263 2022-05-16 05:25:46,851 - mmdet - INFO - Epoch [32][300/7330] lr: 1.000e-05, eta: 15:03:07, time: 1.460, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1202, s0.loss_cls: 0.1194, s0.acc: 95.3708, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1707, s1.loss_cls: 0.0526, s1.acc: 95.9742, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0813, s2.loss_cls: 0.0264, s2.acc: 95.8313, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0388, loss: 0.8584 2022-05-16 05:27:00,163 - mmdet - INFO - Epoch [32][350/7330] lr: 1.000e-05, eta: 15:01:52, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1214, s0.loss_cls: 0.1143, s0.acc: 95.6562, s0.loss_bbox: 0.0653, s0.loss_mask: 0.1606, s1.loss_cls: 0.0495, s1.acc: 96.3289, s1.loss_bbox: 0.0775, s1.loss_mask: 0.0762, s2.loss_cls: 0.0255, s2.acc: 96.2115, s2.loss_bbox: 0.0543, s2.loss_mask: 0.0361, loss: 0.8152 2022-05-16 05:28:13,785 - mmdet - INFO - Epoch [32][400/7330] lr: 1.000e-05, eta: 15:00:37, time: 1.473, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1188, s0.loss_cls: 0.1123, s0.acc: 95.6504, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1703, s1.loss_cls: 0.0481, s1.acc: 96.3487, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0816, s2.loss_cls: 0.0246, s2.acc: 96.1972, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0392, loss: 0.8429 2022-05-16 05:29:27,429 - mmdet - INFO - Epoch [32][450/7330] lr: 1.000e-05, eta: 14:59:23, time: 1.473, data_time: 0.024, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1211, s0.loss_cls: 0.1187, s0.acc: 95.4502, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1724, s1.loss_cls: 0.0531, s1.acc: 95.9977, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0819, s2.loss_cls: 0.0269, s2.acc: 95.8556, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0392, loss: 0.8612 2022-05-16 05:30:39,449 - mmdet - INFO - Epoch [32][500/7330] lr: 1.000e-05, eta: 14:58:08, time: 1.440, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1279, s0.loss_cls: 0.1185, s0.acc: 95.4944, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1719, s1.loss_cls: 0.0529, s1.acc: 96.0560, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0816, s2.loss_cls: 0.0273, s2.acc: 95.8593, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0390, loss: 0.8717 2022-05-16 05:31:52,691 - mmdet - INFO - Epoch [32][550/7330] lr: 1.000e-05, eta: 14:56:53, time: 1.465, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1215, s0.loss_cls: 0.1149, s0.acc: 95.6804, s0.loss_bbox: 0.0692, s0.loss_mask: 0.1697, s1.loss_cls: 0.0504, s1.acc: 96.2458, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0808, s2.loss_cls: 0.0258, s2.acc: 96.0845, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0383, loss: 0.8460 2022-05-16 05:33:05,531 - mmdet - INFO - Epoch [32][600/7330] lr: 1.000e-05, eta: 14:55:38, time: 1.457, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1187, s0.loss_cls: 0.1207, s0.acc: 95.3005, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1712, s1.loss_cls: 0.0535, s1.acc: 95.8224, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0816, s2.loss_cls: 0.0274, s2.acc: 95.6212, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0386, loss: 0.8687 2022-05-16 05:34:17,866 - mmdet - INFO - Epoch [32][650/7330] lr: 1.000e-05, eta: 14:54:23, time: 1.447, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0194, loss_semantic_seg: 0.1194, s0.loss_cls: 0.1103, s0.acc: 95.7776, s0.loss_bbox: 0.0663, s0.loss_mask: 0.1653, s1.loss_cls: 0.0485, s1.acc: 96.2946, s1.loss_bbox: 0.0794, s1.loss_mask: 0.0791, s2.loss_cls: 0.0250, s2.acc: 96.1662, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0379, loss: 0.8188 2022-05-16 05:35:29,667 - mmdet - INFO - Epoch [32][700/7330] lr: 1.000e-05, eta: 14:53:08, time: 1.436, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1280, s0.loss_cls: 0.1196, s0.acc: 95.4026, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1711, s1.loss_cls: 0.0524, s1.acc: 95.9558, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0813, s2.loss_cls: 0.0270, s2.acc: 95.7916, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0387, loss: 0.8646 2022-05-16 05:36:42,585 - mmdet - INFO - Epoch [32][750/7330] lr: 1.000e-05, eta: 14:51:54, time: 1.458, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1237, s0.loss_cls: 0.1195, s0.acc: 95.4832, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1716, s1.loss_cls: 0.0524, s1.acc: 96.0524, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0814, s2.loss_cls: 0.0270, s2.acc: 95.8678, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0388, loss: 0.8656 2022-05-16 05:37:55,232 - mmdet - INFO - Epoch [32][800/7330] lr: 1.000e-05, eta: 14:50:39, time: 1.453, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1291, s0.loss_cls: 0.1177, s0.acc: 95.4763, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1742, s1.loss_cls: 0.0516, s1.acc: 96.0355, s1.loss_bbox: 0.0896, s1.loss_mask: 0.0834, s2.loss_cls: 0.0271, s2.acc: 95.8020, s2.loss_bbox: 0.0621, s2.loss_mask: 0.0396, loss: 0.8841 2022-05-16 05:39:08,774 - mmdet - INFO - Epoch [32][850/7330] lr: 1.000e-05, eta: 14:49:24, time: 1.470, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1264, s0.loss_cls: 0.1152, s0.acc: 95.6016, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1678, s1.loss_cls: 0.0512, s1.acc: 96.1609, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0800, s2.loss_cls: 0.0264, s2.acc: 96.0036, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0382, loss: 0.8466 2022-05-16 05:40:21,841 - mmdet - INFO - Epoch [32][900/7330] lr: 1.000e-05, eta: 14:48:09, time: 1.462, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1197, s0.loss_cls: 0.1143, s0.acc: 95.6011, s0.loss_bbox: 0.0684, s0.loss_mask: 0.1684, s1.loss_cls: 0.0510, s1.acc: 96.1310, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0801, s2.loss_cls: 0.0265, s2.acc: 95.9479, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0382, loss: 0.8413 2022-05-16 05:41:33,515 - mmdet - INFO - Epoch [32][950/7330] lr: 1.000e-05, eta: 14:46:54, time: 1.434, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1200, s0.loss_cls: 0.1096, s0.acc: 95.7837, s0.loss_bbox: 0.0643, s0.loss_mask: 0.1636, s1.loss_cls: 0.0483, s1.acc: 96.3371, s1.loss_bbox: 0.0778, s1.loss_mask: 0.0777, s2.loss_cls: 0.0249, s2.acc: 96.2179, s2.loss_bbox: 0.0546, s2.loss_mask: 0.0372, loss: 0.8118 2022-05-16 05:42:46,785 - mmdet - INFO - Epoch [32][1000/7330] lr: 1.000e-05, eta: 14:45:40, time: 1.465, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1242, s0.loss_cls: 0.1224, s0.acc: 95.2649, s0.loss_bbox: 0.0766, s0.loss_mask: 0.1750, s1.loss_cls: 0.0533, s1.acc: 95.9286, s1.loss_bbox: 0.0893, s1.loss_mask: 0.0832, s2.loss_cls: 0.0274, s2.acc: 95.7614, s2.loss_bbox: 0.0617, s2.loss_mask: 0.0396, loss: 0.8871 2022-05-16 05:43:59,919 - mmdet - INFO - Epoch [32][1050/7330] lr: 1.000e-05, eta: 14:44:25, time: 1.463, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1268, s0.loss_cls: 0.1226, s0.acc: 95.3584, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1718, s1.loss_cls: 0.0540, s1.acc: 96.0064, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0815, s2.loss_cls: 0.0279, s2.acc: 95.7675, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0388, loss: 0.8743 2022-05-16 05:45:11,739 - mmdet - INFO - Epoch [32][1100/7330] lr: 1.000e-05, eta: 14:43:10, time: 1.436, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1208, s0.loss_cls: 0.1158, s0.acc: 95.5457, s0.loss_bbox: 0.0691, s0.loss_mask: 0.1711, s1.loss_cls: 0.0514, s1.acc: 96.1269, s1.loss_bbox: 0.0814, s1.loss_mask: 0.0809, s2.loss_cls: 0.0261, s2.acc: 96.0045, s2.loss_bbox: 0.0560, s2.loss_mask: 0.0387, loss: 0.8460 2022-05-16 05:46:24,539 - mmdet - INFO - Epoch [32][1150/7330] lr: 1.000e-05, eta: 14:41:55, time: 1.457, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1244, s0.loss_cls: 0.1171, s0.acc: 95.4819, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1737, s1.loss_cls: 0.0519, s1.acc: 96.0830, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0822, s2.loss_cls: 0.0266, s2.acc: 95.8900, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0390, loss: 0.8687 2022-05-16 05:47:36,340 - mmdet - INFO - Epoch [32][1200/7330] lr: 1.000e-05, eta: 14:40:40, time: 1.436, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0176, loss_semantic_seg: 0.1220, s0.loss_cls: 0.1050, s0.acc: 95.9893, s0.loss_bbox: 0.0651, s0.loss_mask: 0.1656, s1.loss_cls: 0.0452, s1.acc: 96.6129, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0794, s2.loss_cls: 0.0238, s2.acc: 96.3035, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0380, loss: 0.8128 2022-05-16 05:48:49,512 - mmdet - INFO - Epoch [32][1250/7330] lr: 1.000e-05, eta: 14:39:25, time: 1.463, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0191, loss_semantic_seg: 0.1272, s0.loss_cls: 0.1092, s0.acc: 95.7827, s0.loss_bbox: 0.0669, s0.loss_mask: 0.1661, s1.loss_cls: 0.0467, s1.acc: 96.3725, s1.loss_bbox: 0.0818, s1.loss_mask: 0.0795, s2.loss_cls: 0.0242, s2.acc: 96.2314, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0378, loss: 0.8269 2022-05-16 05:50:02,694 - mmdet - INFO - Epoch [32][1300/7330] lr: 1.000e-05, eta: 14:38:11, time: 1.464, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1233, s0.loss_cls: 0.1173, s0.acc: 95.5269, s0.loss_bbox: 0.0681, s0.loss_mask: 0.1672, s1.loss_cls: 0.0519, s1.acc: 96.0408, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0799, s2.loss_cls: 0.0268, s2.acc: 95.9272, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0383, loss: 0.8481 2022-05-16 05:51:15,553 - mmdet - INFO - Epoch [32][1350/7330] lr: 1.000e-05, eta: 14:36:56, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1194, s0.loss_cls: 0.1137, s0.acc: 95.6306, s0.loss_bbox: 0.0666, s0.loss_mask: 0.1716, s1.loss_cls: 0.0502, s1.acc: 96.1687, s1.loss_bbox: 0.0817, s1.loss_mask: 0.0814, s2.loss_cls: 0.0262, s2.acc: 95.9327, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0387, loss: 0.8391 2022-05-16 05:52:28,690 - mmdet - INFO - Epoch [32][1400/7330] lr: 1.000e-05, eta: 14:35:41, time: 1.463, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1206, s0.loss_cls: 0.1174, s0.acc: 95.5920, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1671, s1.loss_cls: 0.0524, s1.acc: 96.1205, s1.loss_bbox: 0.0807, s1.loss_mask: 0.0791, s2.loss_cls: 0.0267, s2.acc: 95.9976, s2.loss_bbox: 0.0561, s2.loss_mask: 0.0374, loss: 0.8433 2022-05-16 05:53:40,938 - mmdet - INFO - Epoch [32][1450/7330] lr: 1.000e-05, eta: 14:34:26, time: 1.445, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1246, s0.loss_cls: 0.1192, s0.acc: 95.4187, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1701, s1.loss_cls: 0.0535, s1.acc: 95.9160, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0810, s2.loss_cls: 0.0275, s2.acc: 95.7987, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0386, loss: 0.8673 2022-05-16 05:54:54,929 - mmdet - INFO - Epoch [32][1500/7330] lr: 1.000e-05, eta: 14:33:12, time: 1.478, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1229, s0.loss_cls: 0.1144, s0.acc: 95.5444, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1693, s1.loss_cls: 0.0503, s1.acc: 96.1192, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0805, s2.loss_cls: 0.0258, s2.acc: 96.0633, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0384, loss: 0.8509 2022-05-16 05:56:07,216 - mmdet - INFO - Epoch [32][1550/7330] lr: 1.000e-05, eta: 14:31:57, time: 1.448, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1311, s0.loss_cls: 0.1192, s0.acc: 95.4431, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1723, s1.loss_cls: 0.0528, s1.acc: 96.0581, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0821, s2.loss_cls: 0.0269, s2.acc: 95.9168, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0387, loss: 0.8760 2022-05-16 05:57:20,202 - mmdet - INFO - Epoch [32][1600/7330] lr: 1.000e-05, eta: 14:30:42, time: 1.460, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1273, s0.loss_cls: 0.1235, s0.acc: 95.2487, s0.loss_bbox: 0.0743, s0.loss_mask: 0.1758, s1.loss_cls: 0.0545, s1.acc: 95.8702, s1.loss_bbox: 0.0891, s1.loss_mask: 0.0838, s2.loss_cls: 0.0283, s2.acc: 95.5968, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0397, loss: 0.8915 2022-05-16 05:58:33,702 - mmdet - INFO - Epoch [32][1650/7330] lr: 1.000e-05, eta: 14:29:27, time: 1.470, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1271, s0.loss_cls: 0.1184, s0.acc: 95.4460, s0.loss_bbox: 0.0717, s0.loss_mask: 0.1738, s1.loss_cls: 0.0521, s1.acc: 96.0232, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0829, s2.loss_cls: 0.0262, s2.acc: 95.9004, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0394, loss: 0.8754 2022-05-16 05:59:46,382 - mmdet - INFO - Epoch [32][1700/7330] lr: 1.000e-05, eta: 14:28:12, time: 1.453, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1245, s0.loss_cls: 0.1126, s0.acc: 95.7490, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1695, s1.loss_cls: 0.0484, s1.acc: 96.3679, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0808, s2.loss_cls: 0.0248, s2.acc: 96.2281, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0386, loss: 0.8450 2022-05-16 06:01:00,636 - mmdet - INFO - Epoch [32][1750/7330] lr: 1.000e-05, eta: 14:26:58, time: 1.485, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1243, s0.loss_cls: 0.1147, s0.acc: 95.6465, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1728, s1.loss_cls: 0.0498, s1.acc: 96.2259, s1.loss_bbox: 0.0826, s1.loss_mask: 0.0824, s2.loss_cls: 0.0258, s2.acc: 96.0969, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0392, loss: 0.8535 2022-05-16 06:02:14,558 - mmdet - INFO - Epoch [32][1800/7330] lr: 1.000e-05, eta: 14:25:43, time: 1.478, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1247, s0.loss_cls: 0.1177, s0.acc: 95.5398, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1697, s1.loss_cls: 0.0520, s1.acc: 96.0678, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0806, s2.loss_cls: 0.0269, s2.acc: 95.8344, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0381, loss: 0.8571 2022-05-16 06:03:27,267 - mmdet - INFO - Epoch [32][1850/7330] lr: 1.000e-05, eta: 14:24:29, time: 1.454, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0188, loss_semantic_seg: 0.1220, s0.loss_cls: 0.1127, s0.acc: 95.6704, s0.loss_bbox: 0.0672, s0.loss_mask: 0.1639, s1.loss_cls: 0.0499, s1.acc: 96.1656, s1.loss_bbox: 0.0800, s1.loss_mask: 0.0781, s2.loss_cls: 0.0254, s2.acc: 96.0738, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0373, loss: 0.8241 2022-05-16 06:04:40,275 - mmdet - INFO - Epoch [32][1900/7330] lr: 1.000e-05, eta: 14:23:14, time: 1.461, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1276, s0.loss_cls: 0.1156, s0.acc: 95.6094, s0.loss_bbox: 0.0689, s0.loss_mask: 0.1677, s1.loss_cls: 0.0512, s1.acc: 96.1114, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0798, s2.loss_cls: 0.0260, s2.acc: 95.9545, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0383, loss: 0.8497 2022-05-16 06:05:53,403 - mmdet - INFO - Epoch [32][1950/7330] lr: 1.000e-05, eta: 14:21:59, time: 1.460, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1249, s0.loss_cls: 0.1197, s0.acc: 95.4902, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1708, s1.loss_cls: 0.0523, s1.acc: 96.0016, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0813, s2.loss_cls: 0.0268, s2.acc: 95.8690, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0389, loss: 0.8621 2022-05-16 06:07:05,434 - mmdet - INFO - Epoch [32][2000/7330] lr: 1.000e-05, eta: 14:20:44, time: 1.443, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1253, s0.loss_cls: 0.1098, s0.acc: 95.7969, s0.loss_bbox: 0.0679, s0.loss_mask: 0.1720, s1.loss_cls: 0.0484, s1.acc: 96.3449, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0815, s2.loss_cls: 0.0244, s2.acc: 96.2515, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0391, loss: 0.8436 2022-05-16 06:08:18,542 - mmdet - INFO - Epoch [32][2050/7330] lr: 1.000e-05, eta: 14:19:29, time: 1.462, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1231, s0.loss_cls: 0.1161, s0.acc: 95.5710, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1673, s1.loss_cls: 0.0512, s1.acc: 96.1111, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0797, s2.loss_cls: 0.0263, s2.acc: 95.9742, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0379, loss: 0.8448 2022-05-16 06:09:31,400 - mmdet - INFO - Epoch [32][2100/7330] lr: 1.000e-05, eta: 14:18:15, time: 1.457, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1219, s0.loss_cls: 0.1137, s0.acc: 95.6660, s0.loss_bbox: 0.0681, s0.loss_mask: 0.1662, s1.loss_cls: 0.0502, s1.acc: 96.1939, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0792, s2.loss_cls: 0.0257, s2.acc: 96.0625, s2.loss_bbox: 0.0561, s2.loss_mask: 0.0377, loss: 0.8337 2022-05-16 06:10:44,248 - mmdet - INFO - Epoch [32][2150/7330] lr: 1.000e-05, eta: 14:17:00, time: 1.457, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1260, s0.loss_cls: 0.1166, s0.acc: 95.5237, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1699, s1.loss_cls: 0.0512, s1.acc: 96.0631, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0814, s2.loss_cls: 0.0269, s2.acc: 95.9454, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0385, loss: 0.8611 2022-05-16 06:11:57,409 - mmdet - INFO - Epoch [32][2200/7330] lr: 1.000e-05, eta: 14:15:45, time: 1.463, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1244, s0.loss_cls: 0.1230, s0.acc: 95.2874, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1739, s1.loss_cls: 0.0546, s1.acc: 95.8731, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0830, s2.loss_cls: 0.0280, s2.acc: 95.7354, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0391, loss: 0.8801 2022-05-16 06:13:10,276 - mmdet - INFO - Epoch [32][2250/7330] lr: 1.000e-05, eta: 14:14:30, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1303, s0.loss_cls: 0.1182, s0.acc: 95.4558, s0.loss_bbox: 0.0700, s0.loss_mask: 0.1703, s1.loss_cls: 0.0521, s1.acc: 95.9456, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0810, s2.loss_cls: 0.0272, s2.acc: 95.7732, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0382, loss: 0.8622 2022-05-16 06:14:23,181 - mmdet - INFO - Epoch [32][2300/7330] lr: 1.000e-05, eta: 14:13:16, time: 1.458, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1276, s0.loss_cls: 0.1120, s0.acc: 95.7432, s0.loss_bbox: 0.0674, s0.loss_mask: 0.1693, s1.loss_cls: 0.0487, s1.acc: 96.3970, s1.loss_bbox: 0.0808, s1.loss_mask: 0.0803, s2.loss_cls: 0.0257, s2.acc: 96.1926, s2.loss_bbox: 0.0553, s2.loss_mask: 0.0382, loss: 0.8387 2022-05-16 06:15:36,234 - mmdet - INFO - Epoch [32][2350/7330] lr: 1.000e-05, eta: 14:12:01, time: 1.461, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1244, s0.loss_cls: 0.1209, s0.acc: 95.3494, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1737, s1.loss_cls: 0.0539, s1.acc: 95.8554, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0828, s2.loss_cls: 0.0277, s2.acc: 95.6953, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0394, loss: 0.8774 2022-05-16 06:16:49,325 - mmdet - INFO - Epoch [32][2400/7330] lr: 1.000e-05, eta: 14:10:46, time: 1.462, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1293, s0.loss_cls: 0.1203, s0.acc: 95.4172, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1767, s1.loss_cls: 0.0529, s1.acc: 95.9688, s1.loss_bbox: 0.0888, s1.loss_mask: 0.0835, s2.loss_cls: 0.0275, s2.acc: 95.8306, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0396, loss: 0.8895 2022-05-16 06:18:01,739 - mmdet - INFO - Epoch [32][2450/7330] lr: 1.000e-05, eta: 14:09:31, time: 1.448, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0194, loss_semantic_seg: 0.1225, s0.loss_cls: 0.1118, s0.acc: 95.6638, s0.loss_bbox: 0.0673, s0.loss_mask: 0.1688, s1.loss_cls: 0.0483, s1.acc: 96.3002, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0807, s2.loss_cls: 0.0250, s2.acc: 96.1731, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0386, loss: 0.8343 2022-05-16 06:19:14,662 - mmdet - INFO - Epoch [32][2500/7330] lr: 1.000e-05, eta: 14:08:17, time: 1.459, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1227, s0.loss_cls: 0.1059, s0.acc: 95.9451, s0.loss_bbox: 0.0643, s0.loss_mask: 0.1657, s1.loss_cls: 0.0460, s1.acc: 96.5095, s1.loss_bbox: 0.0783, s1.loss_mask: 0.0791, s2.loss_cls: 0.0237, s2.acc: 96.4236, s2.loss_bbox: 0.0551, s2.loss_mask: 0.0378, loss: 0.8123 2022-05-16 06:20:27,179 - mmdet - INFO - Epoch [32][2550/7330] lr: 1.000e-05, eta: 14:07:02, time: 1.450, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1193, s0.loss_cls: 0.1117, s0.acc: 95.6301, s0.loss_bbox: 0.0684, s0.loss_mask: 0.1684, s1.loss_cls: 0.0488, s1.acc: 96.1988, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0807, s2.loss_cls: 0.0252, s2.acc: 96.0517, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0386, loss: 0.8369 2022-05-16 06:21:40,083 - mmdet - INFO - Epoch [32][2600/7330] lr: 1.000e-05, eta: 14:05:47, time: 1.458, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1274, s0.loss_cls: 0.1200, s0.acc: 95.4280, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1749, s1.loss_cls: 0.0534, s1.acc: 95.9277, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0828, s2.loss_cls: 0.0276, s2.acc: 95.6914, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0392, loss: 0.8800 2022-05-16 06:22:53,272 - mmdet - INFO - Epoch [32][2650/7330] lr: 1.000e-05, eta: 14:04:32, time: 1.464, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1245, s0.loss_cls: 0.1161, s0.acc: 95.5752, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1709, s1.loss_cls: 0.0521, s1.acc: 95.9876, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0807, s2.loss_cls: 0.0274, s2.acc: 95.7601, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0383, loss: 0.8605 2022-05-16 06:24:07,141 - mmdet - INFO - Epoch [32][2700/7330] lr: 1.000e-05, eta: 14:03:18, time: 1.477, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1285, s0.loss_cls: 0.1211, s0.acc: 95.3794, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1766, s1.loss_cls: 0.0542, s1.acc: 95.9765, s1.loss_bbox: 0.0882, s1.loss_mask: 0.0835, s2.loss_cls: 0.0278, s2.acc: 95.7810, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0398, loss: 0.8900 2022-05-16 06:25:19,113 - mmdet - INFO - Epoch [32][2750/7330] lr: 1.000e-05, eta: 14:02:03, time: 1.440, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1173, s0.loss_cls: 0.1152, s0.acc: 95.6306, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1654, s1.loss_cls: 0.0511, s1.acc: 96.1560, s1.loss_bbox: 0.0816, s1.loss_mask: 0.0788, s2.loss_cls: 0.0258, s2.acc: 96.1253, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0375, loss: 0.8325 2022-05-16 06:26:32,311 - mmdet - INFO - Epoch [32][2800/7330] lr: 1.000e-05, eta: 14:00:48, time: 1.464, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1280, s0.loss_cls: 0.1170, s0.acc: 95.5291, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1717, s1.loss_cls: 0.0511, s1.acc: 96.0941, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0819, s2.loss_cls: 0.0268, s2.acc: 95.8195, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0390, loss: 0.8701 2022-05-16 06:27:45,721 - mmdet - INFO - Epoch [32][2850/7330] lr: 1.000e-05, eta: 13:59:33, time: 1.468, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1301, s0.loss_cls: 0.1183, s0.acc: 95.5461, s0.loss_bbox: 0.0689, s0.loss_mask: 0.1692, s1.loss_cls: 0.0530, s1.acc: 96.0491, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0810, s2.loss_cls: 0.0270, s2.acc: 95.8258, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0386, loss: 0.8599 2022-05-16 06:28:58,734 - mmdet - INFO - Epoch [32][2900/7330] lr: 1.000e-05, eta: 13:58:19, time: 1.460, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1196, s0.loss_cls: 0.1209, s0.acc: 95.3459, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1694, s1.loss_cls: 0.0531, s1.acc: 95.9303, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0801, s2.loss_cls: 0.0271, s2.acc: 95.7935, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0380, loss: 0.8593 2022-05-16 06:30:11,081 - mmdet - INFO - Epoch [32][2950/7330] lr: 1.000e-05, eta: 13:57:04, time: 1.447, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1254, s0.loss_cls: 0.1195, s0.acc: 95.4694, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1725, s1.loss_cls: 0.0531, s1.acc: 96.0318, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0817, s2.loss_cls: 0.0274, s2.acc: 95.8678, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0390, loss: 0.8720 2022-05-16 06:31:24,427 - mmdet - INFO - Epoch [32][3000/7330] lr: 1.000e-05, eta: 13:55:49, time: 1.467, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1240, s0.loss_cls: 0.1184, s0.acc: 95.4934, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1661, s1.loss_cls: 0.0523, s1.acc: 96.0825, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0786, s2.loss_cls: 0.0267, s2.acc: 95.9426, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0373, loss: 0.8535 2022-05-16 06:32:37,040 - mmdet - INFO - Epoch [32][3050/7330] lr: 1.000e-05, eta: 13:54:34, time: 1.452, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1289, s0.loss_cls: 0.1201, s0.acc: 95.3899, s0.loss_bbox: 0.0691, s0.loss_mask: 0.1700, s1.loss_cls: 0.0539, s1.acc: 95.8823, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0814, s2.loss_cls: 0.0278, s2.acc: 95.7237, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0389, loss: 0.8696 2022-05-16 06:33:50,768 - mmdet - INFO - Epoch [32][3100/7330] lr: 1.000e-05, eta: 13:53:20, time: 1.474, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1291, s0.loss_cls: 0.1156, s0.acc: 95.5967, s0.loss_bbox: 0.0678, s0.loss_mask: 0.1707, s1.loss_cls: 0.0510, s1.acc: 96.2029, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0811, s2.loss_cls: 0.0261, s2.acc: 96.0315, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0387, loss: 0.8568 2022-05-16 06:35:04,925 - mmdet - INFO - Epoch [32][3150/7330] lr: 1.000e-05, eta: 13:52:05, time: 1.483, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1291, s0.loss_cls: 0.1119, s0.acc: 95.6633, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1670, s1.loss_cls: 0.0488, s1.acc: 96.2480, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0797, s2.loss_cls: 0.0254, s2.acc: 96.0563, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0379, loss: 0.8395 2022-05-16 06:36:18,111 - mmdet - INFO - Epoch [32][3200/7330] lr: 1.000e-05, eta: 13:50:50, time: 1.464, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1328, s0.loss_cls: 0.1262, s0.acc: 95.1375, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1742, s1.loss_cls: 0.0568, s1.acc: 95.6529, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0829, s2.loss_cls: 0.0292, s2.acc: 95.4787, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0392, loss: 0.8983 2022-05-16 06:37:31,629 - mmdet - INFO - Epoch [32][3250/7330] lr: 1.000e-05, eta: 13:49:36, time: 1.470, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1240, s0.loss_cls: 0.1219, s0.acc: 95.3640, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1714, s1.loss_cls: 0.0543, s1.acc: 95.8699, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0817, s2.loss_cls: 0.0280, s2.acc: 95.7060, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0390, loss: 0.8758 2022-05-16 06:38:44,804 - mmdet - INFO - Epoch [32][3300/7330] lr: 1.000e-05, eta: 13:48:21, time: 1.463, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1242, s0.loss_cls: 0.1168, s0.acc: 95.5188, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1709, s1.loss_cls: 0.0514, s1.acc: 96.0680, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0810, s2.loss_cls: 0.0268, s2.acc: 95.8761, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0385, loss: 0.8544 2022-05-16 06:39:58,443 - mmdet - INFO - Epoch [32][3350/7330] lr: 1.000e-05, eta: 13:47:06, time: 1.473, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1213, s0.loss_cls: 0.1140, s0.acc: 95.6223, s0.loss_bbox: 0.0676, s0.loss_mask: 0.1650, s1.loss_cls: 0.0499, s1.acc: 96.2175, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0788, s2.loss_cls: 0.0255, s2.acc: 96.0850, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0379, loss: 0.8343 2022-05-16 06:41:13,225 - mmdet - INFO - Epoch [32][3400/7330] lr: 1.000e-05, eta: 13:45:52, time: 1.496, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1262, s0.loss_cls: 0.1171, s0.acc: 95.6338, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1666, s1.loss_cls: 0.0505, s1.acc: 96.2861, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0788, s2.loss_cls: 0.0258, s2.acc: 96.1289, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0374, loss: 0.8475 2022-05-16 06:42:26,661 - mmdet - INFO - Epoch [32][3450/7330] lr: 1.000e-05, eta: 13:44:37, time: 1.469, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1265, s0.loss_cls: 0.1188, s0.acc: 95.5308, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1720, s1.loss_cls: 0.0523, s1.acc: 96.0281, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0815, s2.loss_cls: 0.0269, s2.acc: 95.7878, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0386, loss: 0.8673 2022-05-16 06:43:40,277 - mmdet - INFO - Epoch [32][3500/7330] lr: 1.000e-05, eta: 13:43:23, time: 1.472, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1223, s0.loss_cls: 0.1180, s0.acc: 95.4136, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1730, s1.loss_cls: 0.0519, s1.acc: 96.0256, s1.loss_bbox: 0.0880, s1.loss_mask: 0.0829, s2.loss_cls: 0.0271, s2.acc: 95.8265, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0393, loss: 0.8671 2022-05-16 06:44:53,837 - mmdet - INFO - Epoch [32][3550/7330] lr: 1.000e-05, eta: 13:42:08, time: 1.471, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1229, s0.loss_cls: 0.1158, s0.acc: 95.6267, s0.loss_bbox: 0.0684, s0.loss_mask: 0.1665, s1.loss_cls: 0.0511, s1.acc: 96.1292, s1.loss_bbox: 0.0797, s1.loss_mask: 0.0792, s2.loss_cls: 0.0260, s2.acc: 96.0455, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0379, loss: 0.8375 2022-05-16 06:46:06,723 - mmdet - INFO - Epoch [32][3600/7330] lr: 1.000e-05, eta: 13:40:53, time: 1.458, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1162, s0.loss_cls: 0.1126, s0.acc: 95.6640, s0.loss_bbox: 0.0691, s0.loss_mask: 0.1683, s1.loss_cls: 0.0498, s1.acc: 96.2347, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0802, s2.loss_cls: 0.0261, s2.acc: 95.9945, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0382, loss: 0.8344 2022-05-16 06:47:20,911 - mmdet - INFO - Epoch [32][3650/7330] lr: 1.000e-05, eta: 13:39:39, time: 1.484, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1260, s0.loss_cls: 0.1156, s0.acc: 95.5083, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1737, s1.loss_cls: 0.0513, s1.acc: 96.0890, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0828, s2.loss_cls: 0.0268, s2.acc: 95.7335, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0392, loss: 0.8677 2022-05-16 06:48:34,169 - mmdet - INFO - Epoch [32][3700/7330] lr: 1.000e-05, eta: 13:38:24, time: 1.465, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1186, s0.loss_cls: 0.1166, s0.acc: 95.5166, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1698, s1.loss_cls: 0.0512, s1.acc: 96.0883, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0810, s2.loss_cls: 0.0263, s2.acc: 95.8757, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0386, loss: 0.8491 2022-05-16 06:49:47,687 - mmdet - INFO - Epoch [32][3750/7330] lr: 1.000e-05, eta: 13:37:09, time: 1.470, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0189, loss_semantic_seg: 0.1264, s0.loss_cls: 0.1149, s0.acc: 95.6616, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1720, s1.loss_cls: 0.0504, s1.acc: 96.2570, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0818, s2.loss_cls: 0.0260, s2.acc: 96.0067, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0389, loss: 0.8540 2022-05-16 06:51:00,554 - mmdet - INFO - Epoch [32][3800/7330] lr: 1.000e-05, eta: 13:35:54, time: 1.457, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1281, s0.loss_cls: 0.1152, s0.acc: 95.5908, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1661, s1.loss_cls: 0.0501, s1.acc: 96.2323, s1.loss_bbox: 0.0829, s1.loss_mask: 0.0789, s2.loss_cls: 0.0258, s2.acc: 96.0307, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0377, loss: 0.8471 2022-05-16 06:52:14,310 - mmdet - INFO - Epoch [32][3850/7330] lr: 1.000e-05, eta: 13:34:40, time: 1.476, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1266, s0.loss_cls: 0.1159, s0.acc: 95.6162, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1721, s1.loss_cls: 0.0506, s1.acc: 96.1713, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0818, s2.loss_cls: 0.0270, s2.acc: 95.8846, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0389, loss: 0.8571 2022-05-16 06:53:28,051 - mmdet - INFO - Epoch [32][3900/7330] lr: 1.000e-05, eta: 13:33:25, time: 1.475, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1276, s0.loss_cls: 0.1217, s0.acc: 95.3894, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1742, s1.loss_cls: 0.0544, s1.acc: 95.8738, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0829, s2.loss_cls: 0.0280, s2.acc: 95.7463, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0394, loss: 0.8832 2022-05-16 06:54:41,131 - mmdet - INFO - Epoch [32][3950/7330] lr: 1.000e-05, eta: 13:32:11, time: 1.462, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1272, s0.loss_cls: 0.1150, s0.acc: 95.5601, s0.loss_bbox: 0.0679, s0.loss_mask: 0.1732, s1.loss_cls: 0.0506, s1.acc: 96.1269, s1.loss_bbox: 0.0828, s1.loss_mask: 0.0825, s2.loss_cls: 0.0263, s2.acc: 95.9811, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0393, loss: 0.8551 2022-05-16 06:55:54,207 - mmdet - INFO - Epoch [32][4000/7330] lr: 1.000e-05, eta: 13:30:56, time: 1.462, data_time: 0.011, memory: 64760, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0188, loss_semantic_seg: 0.1293, s0.loss_cls: 0.1103, s0.acc: 95.8655, s0.loss_bbox: 0.0642, s0.loss_mask: 0.1643, s1.loss_cls: 0.0487, s1.acc: 96.3850, s1.loss_bbox: 0.0783, s1.loss_mask: 0.0785, s2.loss_cls: 0.0246, s2.acc: 96.3017, s2.loss_bbox: 0.0561, s2.loss_mask: 0.0377, loss: 0.8233 2022-05-16 06:57:07,997 - mmdet - INFO - Epoch [32][4050/7330] lr: 1.000e-05, eta: 13:29:41, time: 1.476, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1268, s0.loss_cls: 0.1170, s0.acc: 95.5427, s0.loss_bbox: 0.0673, s0.loss_mask: 0.1705, s1.loss_cls: 0.0517, s1.acc: 96.1134, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0815, s2.loss_cls: 0.0264, s2.acc: 95.9009, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0389, loss: 0.8552 2022-05-16 06:58:20,940 - mmdet - INFO - Epoch [32][4100/7330] lr: 1.000e-05, eta: 13:28:26, time: 1.459, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1270, s0.loss_cls: 0.1165, s0.acc: 95.5242, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1702, s1.loss_cls: 0.0513, s1.acc: 96.0714, s1.loss_bbox: 0.0818, s1.loss_mask: 0.0807, s2.loss_cls: 0.0260, s2.acc: 95.9710, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0384, loss: 0.8535 2022-05-16 06:59:34,404 - mmdet - INFO - Epoch [32][4150/7330] lr: 1.000e-05, eta: 13:27:12, time: 1.469, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1252, s0.loss_cls: 0.1195, s0.acc: 95.5259, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1732, s1.loss_cls: 0.0521, s1.acc: 96.2591, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0830, s2.loss_cls: 0.0269, s2.acc: 95.9358, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0395, loss: 0.8714 2022-05-16 07:00:47,930 - mmdet - INFO - Epoch [32][4200/7330] lr: 1.000e-05, eta: 13:25:57, time: 1.470, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1263, s0.loss_cls: 0.1202, s0.acc: 95.3025, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1818, s1.loss_cls: 0.0530, s1.acc: 95.9561, s1.loss_bbox: 0.0899, s1.loss_mask: 0.0867, s2.loss_cls: 0.0275, s2.acc: 95.7315, s2.loss_bbox: 0.0611, s2.loss_mask: 0.0410, loss: 0.9011 2022-05-16 07:02:01,143 - mmdet - INFO - Epoch [32][4250/7330] lr: 1.000e-05, eta: 13:24:42, time: 1.464, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1246, s0.loss_cls: 0.1168, s0.acc: 95.5413, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1713, s1.loss_cls: 0.0508, s1.acc: 96.1811, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0819, s2.loss_cls: 0.0263, s2.acc: 96.0597, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0389, loss: 0.8611 2022-05-16 07:03:13,984 - mmdet - INFO - Epoch [32][4300/7330] lr: 1.000e-05, eta: 13:23:28, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1262, s0.loss_cls: 0.1170, s0.acc: 95.5999, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1703, s1.loss_cls: 0.0510, s1.acc: 96.1824, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0816, s2.loss_cls: 0.0265, s2.acc: 96.0159, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0389, loss: 0.8608 2022-05-16 07:04:26,530 - mmdet - INFO - Epoch [32][4350/7330] lr: 1.000e-05, eta: 13:22:13, time: 1.451, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0189, loss_semantic_seg: 0.1204, s0.loss_cls: 0.1135, s0.acc: 95.6699, s0.loss_bbox: 0.0682, s0.loss_mask: 0.1690, s1.loss_cls: 0.0500, s1.acc: 96.2013, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0802, s2.loss_cls: 0.0257, s2.acc: 96.0637, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0382, loss: 0.8392 2022-05-16 07:05:39,496 - mmdet - INFO - Epoch [32][4400/7330] lr: 1.000e-05, eta: 13:20:58, time: 1.459, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1315, s0.loss_cls: 0.1226, s0.acc: 95.3296, s0.loss_bbox: 0.0741, s0.loss_mask: 0.1746, s1.loss_cls: 0.0529, s1.acc: 95.9503, s1.loss_bbox: 0.0890, s1.loss_mask: 0.0826, s2.loss_cls: 0.0278, s2.acc: 95.7998, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0393, loss: 0.8904 2022-05-16 07:06:51,459 - mmdet - INFO - Epoch [32][4450/7330] lr: 1.000e-05, eta: 13:19:43, time: 1.439, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1173, s0.loss_cls: 0.1135, s0.acc: 95.5856, s0.loss_bbox: 0.0692, s0.loss_mask: 0.1709, s1.loss_cls: 0.0504, s1.acc: 96.1368, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0816, s2.loss_cls: 0.0261, s2.acc: 95.9461, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0388, loss: 0.8430 2022-05-16 07:08:03,715 - mmdet - INFO - Epoch [32][4500/7330] lr: 1.000e-05, eta: 13:18:29, time: 1.445, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1248, s0.loss_cls: 0.1167, s0.acc: 95.6233, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1686, s1.loss_cls: 0.0519, s1.acc: 96.1000, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0797, s2.loss_cls: 0.0265, s2.acc: 95.9272, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0378, loss: 0.8479 2022-05-16 07:09:16,112 - mmdet - INFO - Epoch [32][4550/7330] lr: 1.000e-05, eta: 13:17:14, time: 1.448, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1262, s0.loss_cls: 0.1174, s0.acc: 95.5740, s0.loss_bbox: 0.0679, s0.loss_mask: 0.1696, s1.loss_cls: 0.0518, s1.acc: 96.1471, s1.loss_bbox: 0.0806, s1.loss_mask: 0.0813, s2.loss_cls: 0.0267, s2.acc: 95.9754, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0389, loss: 0.8499 2022-05-16 07:10:29,558 - mmdet - INFO - Epoch [32][4600/7330] lr: 1.000e-05, eta: 13:15:59, time: 1.469, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1260, s0.loss_cls: 0.1223, s0.acc: 95.3193, s0.loss_bbox: 0.0725, s0.loss_mask: 0.1754, s1.loss_cls: 0.0537, s1.acc: 95.9237, s1.loss_bbox: 0.0871, s1.loss_mask: 0.0833, s2.loss_cls: 0.0275, s2.acc: 95.8085, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0394, loss: 0.8847 2022-05-16 07:11:43,538 - mmdet - INFO - Epoch [32][4650/7330] lr: 1.000e-05, eta: 13:14:44, time: 1.477, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1217, s0.loss_cls: 0.1158, s0.acc: 95.5903, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1672, s1.loss_cls: 0.0508, s1.acc: 96.0968, s1.loss_bbox: 0.0807, s1.loss_mask: 0.0796, s2.loss_cls: 0.0257, s2.acc: 95.9991, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0381, loss: 0.8369 2022-05-16 07:12:56,991 - mmdet - INFO - Epoch [32][4700/7330] lr: 1.000e-05, eta: 13:13:30, time: 1.471, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1231, s0.loss_cls: 0.1162, s0.acc: 95.5308, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1723, s1.loss_cls: 0.0509, s1.acc: 96.2035, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0814, s2.loss_cls: 0.0259, s2.acc: 96.0650, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0386, loss: 0.8588 2022-05-16 07:14:09,679 - mmdet - INFO - Epoch [32][4750/7330] lr: 1.000e-05, eta: 13:12:15, time: 1.454, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1253, s0.loss_cls: 0.1215, s0.acc: 95.3843, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1727, s1.loss_cls: 0.0538, s1.acc: 95.8865, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0825, s2.loss_cls: 0.0273, s2.acc: 95.7948, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0392, loss: 0.8776 2022-05-16 07:15:22,784 - mmdet - INFO - Epoch [32][4800/7330] lr: 1.000e-05, eta: 13:11:00, time: 1.462, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1224, s0.loss_cls: 0.1227, s0.acc: 95.3069, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1746, s1.loss_cls: 0.0553, s1.acc: 95.8046, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0829, s2.loss_cls: 0.0275, s2.acc: 95.7567, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0392, loss: 0.8841 2022-05-16 07:16:35,437 - mmdet - INFO - Epoch [32][4850/7330] lr: 1.000e-05, eta: 13:09:46, time: 1.454, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1212, s0.loss_cls: 0.1120, s0.acc: 95.6870, s0.loss_bbox: 0.0659, s0.loss_mask: 0.1653, s1.loss_cls: 0.0492, s1.acc: 96.3081, s1.loss_bbox: 0.0767, s1.loss_mask: 0.0794, s2.loss_cls: 0.0253, s2.acc: 96.1345, s2.loss_bbox: 0.0537, s2.loss_mask: 0.0380, loss: 0.8214 2022-05-16 07:17:48,372 - mmdet - INFO - Epoch [32][4900/7330] lr: 1.000e-05, eta: 13:08:31, time: 1.459, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1190, s0.loss_cls: 0.1177, s0.acc: 95.4543, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1718, s1.loss_cls: 0.0518, s1.acc: 96.0532, s1.loss_bbox: 0.0821, s1.loss_mask: 0.0816, s2.loss_cls: 0.0263, s2.acc: 95.9759, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0388, loss: 0.8491 2022-05-16 07:19:01,730 - mmdet - INFO - Epoch [32][4950/7330] lr: 1.000e-05, eta: 13:07:16, time: 1.467, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1340, s0.loss_cls: 0.1224, s0.acc: 95.3440, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1734, s1.loss_cls: 0.0545, s1.acc: 95.9129, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0816, s2.loss_cls: 0.0283, s2.acc: 95.7171, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0388, loss: 0.8797 2022-05-16 07:20:15,039 - mmdet - INFO - Epoch [32][5000/7330] lr: 1.000e-05, eta: 13:06:02, time: 1.465, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1256, s0.loss_cls: 0.1185, s0.acc: 95.4767, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1715, s1.loss_cls: 0.0537, s1.acc: 95.9787, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0810, s2.loss_cls: 0.0272, s2.acc: 95.9069, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0383, loss: 0.8603 2022-05-16 07:21:28,104 - mmdet - INFO - Epoch [32][5050/7330] lr: 1.000e-05, eta: 13:04:47, time: 1.463, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1294, s0.loss_cls: 0.1207, s0.acc: 95.4517, s0.loss_bbox: 0.0733, s0.loss_mask: 0.1745, s1.loss_cls: 0.0533, s1.acc: 95.9925, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0826, s2.loss_cls: 0.0269, s2.acc: 95.8410, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0392, loss: 0.8778 2022-05-16 07:22:41,426 - mmdet - INFO - Epoch [32][5100/7330] lr: 1.000e-05, eta: 13:03:32, time: 1.466, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1312, s0.loss_cls: 0.1216, s0.acc: 95.3879, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1753, s1.loss_cls: 0.0539, s1.acc: 95.9894, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0836, s2.loss_cls: 0.0279, s2.acc: 95.8101, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0397, loss: 0.8888 2022-05-16 07:23:54,312 - mmdet - INFO - Epoch [32][5150/7330] lr: 1.000e-05, eta: 13:02:17, time: 1.458, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1230, s0.loss_cls: 0.1195, s0.acc: 95.4465, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1752, s1.loss_cls: 0.0540, s1.acc: 95.9512, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0834, s2.loss_cls: 0.0277, s2.acc: 95.7018, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0395, loss: 0.8719 2022-05-16 07:25:07,817 - mmdet - INFO - Epoch [32][5200/7330] lr: 1.000e-05, eta: 13:01:03, time: 1.470, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0189, loss_semantic_seg: 0.1284, s0.loss_cls: 0.1203, s0.acc: 95.4429, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1692, s1.loss_cls: 0.0532, s1.acc: 95.9696, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0803, s2.loss_cls: 0.0268, s2.acc: 95.8376, s2.loss_bbox: 0.0554, s2.loss_mask: 0.0380, loss: 0.8567 2022-05-16 07:26:20,964 - mmdet - INFO - Epoch [32][5250/7330] lr: 1.000e-05, eta: 12:59:48, time: 1.463, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1268, s0.loss_cls: 0.1152, s0.acc: 95.6809, s0.loss_bbox: 0.0684, s0.loss_mask: 0.1663, s1.loss_cls: 0.0501, s1.acc: 96.2257, s1.loss_bbox: 0.0817, s1.loss_mask: 0.0792, s2.loss_cls: 0.0257, s2.acc: 96.1909, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0380, loss: 0.8419 2022-05-16 07:27:34,356 - mmdet - INFO - Epoch [32][5300/7330] lr: 1.000e-05, eta: 12:58:33, time: 1.468, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1236, s0.loss_cls: 0.1198, s0.acc: 95.3650, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1722, s1.loss_cls: 0.0522, s1.acc: 96.0201, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0817, s2.loss_cls: 0.0269, s2.acc: 95.8485, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0387, loss: 0.8660 2022-05-16 07:28:47,530 - mmdet - INFO - Epoch [32][5350/7330] lr: 1.000e-05, eta: 12:57:19, time: 1.463, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1242, s0.loss_cls: 0.1142, s0.acc: 95.6521, s0.loss_bbox: 0.0678, s0.loss_mask: 0.1700, s1.loss_cls: 0.0507, s1.acc: 96.1365, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0809, s2.loss_cls: 0.0266, s2.acc: 95.9275, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0386, loss: 0.8472 2022-05-16 07:30:02,363 - mmdet - INFO - Epoch [32][5400/7330] lr: 1.000e-05, eta: 12:56:04, time: 1.496, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1231, s0.loss_cls: 0.1130, s0.acc: 95.6973, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1734, s1.loss_cls: 0.0494, s1.acc: 96.3087, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0830, s2.loss_cls: 0.0256, s2.acc: 96.0637, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0394, loss: 0.8589 2022-05-16 07:31:15,980 - mmdet - INFO - Epoch [32][5450/7330] lr: 1.000e-05, eta: 12:54:50, time: 1.472, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1243, s0.loss_cls: 0.1177, s0.acc: 95.4482, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1712, s1.loss_cls: 0.0512, s1.acc: 96.0947, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0815, s2.loss_cls: 0.0263, s2.acc: 95.8912, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0389, loss: 0.8642 2022-05-16 07:32:28,914 - mmdet - INFO - Epoch [32][5500/7330] lr: 1.000e-05, eta: 12:53:35, time: 1.459, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1246, s0.loss_cls: 0.1211, s0.acc: 95.3301, s0.loss_bbox: 0.0705, s0.loss_mask: 0.1697, s1.loss_cls: 0.0534, s1.acc: 95.8807, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0812, s2.loss_cls: 0.0275, s2.acc: 95.7772, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0389, loss: 0.8721 2022-05-16 07:33:42,599 - mmdet - INFO - Epoch [32][5550/7330] lr: 1.000e-05, eta: 12:52:20, time: 1.474, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1222, s0.loss_cls: 0.1192, s0.acc: 95.4810, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1759, s1.loss_cls: 0.0519, s1.acc: 96.0238, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0836, s2.loss_cls: 0.0269, s2.acc: 95.8225, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0396, loss: 0.8707 2022-05-16 07:34:55,088 - mmdet - INFO - Epoch [32][5600/7330] lr: 1.000e-05, eta: 12:51:06, time: 1.450, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1234, s0.loss_cls: 0.1084, s0.acc: 95.8096, s0.loss_bbox: 0.0653, s0.loss_mask: 0.1644, s1.loss_cls: 0.0474, s1.acc: 96.4283, s1.loss_bbox: 0.0764, s1.loss_mask: 0.0787, s2.loss_cls: 0.0244, s2.acc: 96.2628, s2.loss_bbox: 0.0541, s2.loss_mask: 0.0375, loss: 0.8118 2022-05-16 07:36:06,860 - mmdet - INFO - Epoch [32][5650/7330] lr: 1.000e-05, eta: 12:49:51, time: 1.436, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1202, s0.loss_cls: 0.1119, s0.acc: 95.7458, s0.loss_bbox: 0.0656, s0.loss_mask: 0.1649, s1.loss_cls: 0.0493, s1.acc: 96.3008, s1.loss_bbox: 0.0796, s1.loss_mask: 0.0782, s2.loss_cls: 0.0249, s2.acc: 96.1901, s2.loss_bbox: 0.0538, s2.loss_mask: 0.0372, loss: 0.8184 2022-05-16 07:37:20,590 - mmdet - INFO - Epoch [32][5700/7330] lr: 1.000e-05, eta: 12:48:36, time: 1.474, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1203, s0.loss_cls: 0.1169, s0.acc: 95.5159, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1700, s1.loss_cls: 0.0511, s1.acc: 96.1130, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0813, s2.loss_cls: 0.0261, s2.acc: 95.9582, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0387, loss: 0.8526 2022-05-16 07:38:33,410 - mmdet - INFO - Epoch [32][5750/7330] lr: 1.000e-05, eta: 12:47:21, time: 1.456, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1248, s0.loss_cls: 0.1158, s0.acc: 95.6702, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1664, s1.loss_cls: 0.0507, s1.acc: 96.2317, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0789, s2.loss_cls: 0.0264, s2.acc: 95.9863, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0378, loss: 0.8454 2022-05-16 07:39:46,663 - mmdet - INFO - Epoch [32][5800/7330] lr: 1.000e-05, eta: 12:46:07, time: 1.466, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1231, s0.loss_cls: 0.1176, s0.acc: 95.5134, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1688, s1.loss_cls: 0.0517, s1.acc: 96.0837, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0805, s2.loss_cls: 0.0265, s2.acc: 95.9288, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0384, loss: 0.8550 2022-05-16 07:41:00,128 - mmdet - INFO - Epoch [32][5850/7330] lr: 1.000e-05, eta: 12:44:52, time: 1.469, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1227, s0.loss_cls: 0.1166, s0.acc: 95.4976, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1707, s1.loss_cls: 0.0520, s1.acc: 96.0536, s1.loss_bbox: 0.0828, s1.loss_mask: 0.0808, s2.loss_cls: 0.0264, s2.acc: 95.8614, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0387, loss: 0.8510 2022-05-16 07:42:13,260 - mmdet - INFO - Epoch [32][5900/7330] lr: 1.000e-05, eta: 12:43:37, time: 1.463, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1284, s0.loss_cls: 0.1173, s0.acc: 95.4717, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1704, s1.loss_cls: 0.0509, s1.acc: 96.1384, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0813, s2.loss_cls: 0.0257, s2.acc: 96.0486, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0387, loss: 0.8627 2022-05-16 07:43:25,430 - mmdet - INFO - Epoch [32][5950/7330] lr: 1.000e-05, eta: 12:42:23, time: 1.444, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1258, s0.loss_cls: 0.1194, s0.acc: 95.4298, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1699, s1.loss_cls: 0.0531, s1.acc: 95.9830, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0807, s2.loss_cls: 0.0271, s2.acc: 95.7751, s2.loss_bbox: 0.0557, s2.loss_mask: 0.0385, loss: 0.8625 2022-05-16 07:44:38,312 - mmdet - INFO - Epoch [32][6000/7330] lr: 1.000e-05, eta: 12:41:08, time: 1.457, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1250, s0.loss_cls: 0.1158, s0.acc: 95.5105, s0.loss_bbox: 0.0700, s0.loss_mask: 0.1693, s1.loss_cls: 0.0514, s1.acc: 96.0567, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0805, s2.loss_cls: 0.0269, s2.acc: 95.7394, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0384, loss: 0.8550 2022-05-16 07:45:51,268 - mmdet - INFO - Epoch [32][6050/7330] lr: 1.000e-05, eta: 12:39:53, time: 1.460, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1234, s0.loss_cls: 0.1181, s0.acc: 95.3757, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1729, s1.loss_cls: 0.0534, s1.acc: 95.7875, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0822, s2.loss_cls: 0.0280, s2.acc: 95.6582, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0390, loss: 0.8664 2022-05-16 07:47:04,245 - mmdet - INFO - Epoch [32][6100/7330] lr: 1.000e-05, eta: 12:38:39, time: 1.460, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0236, loss_semantic_seg: 0.1261, s0.loss_cls: 0.1241, s0.acc: 95.2433, s0.loss_bbox: 0.0749, s0.loss_mask: 0.1731, s1.loss_cls: 0.0554, s1.acc: 95.8094, s1.loss_bbox: 0.0893, s1.loss_mask: 0.0823, s2.loss_cls: 0.0283, s2.acc: 95.6066, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0391, loss: 0.8929 2022-05-16 07:48:17,841 - mmdet - INFO - Epoch [32][6150/7330] lr: 1.000e-05, eta: 12:37:24, time: 1.470, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1224, s0.loss_cls: 0.1154, s0.acc: 95.5896, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1704, s1.loss_cls: 0.0510, s1.acc: 96.0945, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0811, s2.loss_cls: 0.0261, s2.acc: 95.8836, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0387, loss: 0.8512 2022-05-16 07:49:31,308 - mmdet - INFO - Epoch [32][6200/7330] lr: 1.000e-05, eta: 12:36:09, time: 1.469, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1232, s0.loss_cls: 0.1124, s0.acc: 95.6992, s0.loss_bbox: 0.0678, s0.loss_mask: 0.1689, s1.loss_cls: 0.0498, s1.acc: 96.2121, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0807, s2.loss_cls: 0.0250, s2.acc: 96.1499, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0387, loss: 0.8409 2022-05-16 07:50:43,582 - mmdet - INFO - Epoch [32][6250/7330] lr: 1.000e-05, eta: 12:34:54, time: 1.448, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1231, s0.loss_cls: 0.1182, s0.acc: 95.5891, s0.loss_bbox: 0.0705, s0.loss_mask: 0.1683, s1.loss_cls: 0.0519, s1.acc: 96.1684, s1.loss_bbox: 0.0820, s1.loss_mask: 0.0800, s2.loss_cls: 0.0259, s2.acc: 96.0976, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0380, loss: 0.8487 2022-05-16 07:51:56,524 - mmdet - INFO - Epoch [32][6300/7330] lr: 1.000e-05, eta: 12:33:40, time: 1.459, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1260, s0.loss_cls: 0.1120, s0.acc: 95.6621, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1689, s1.loss_cls: 0.0485, s1.acc: 96.3090, s1.loss_bbox: 0.0826, s1.loss_mask: 0.0808, s2.loss_cls: 0.0251, s2.acc: 96.0645, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0385, loss: 0.8440 2022-05-16 07:53:10,552 - mmdet - INFO - Epoch [32][6350/7330] lr: 1.000e-05, eta: 12:32:25, time: 1.481, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1259, s0.loss_cls: 0.1216, s0.acc: 95.4421, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1669, s1.loss_cls: 0.0539, s1.acc: 95.9578, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0790, s2.loss_cls: 0.0272, s2.acc: 95.8640, s2.loss_bbox: 0.0561, s2.loss_mask: 0.0373, loss: 0.8596 2022-05-16 07:54:23,974 - mmdet - INFO - Epoch [32][6400/7330] lr: 1.000e-05, eta: 12:31:11, time: 1.468, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1262, s0.loss_cls: 0.1158, s0.acc: 95.5425, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1685, s1.loss_cls: 0.0504, s1.acc: 96.2290, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0804, s2.loss_cls: 0.0259, s2.acc: 96.0208, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0383, loss: 0.8542 2022-05-16 07:55:37,510 - mmdet - INFO - Epoch [32][6450/7330] lr: 1.000e-05, eta: 12:29:56, time: 1.470, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1211, s0.loss_cls: 0.1148, s0.acc: 95.5996, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1725, s1.loss_cls: 0.0508, s1.acc: 96.1172, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0822, s2.loss_cls: 0.0259, s2.acc: 95.9392, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0393, loss: 0.8515 2022-05-16 07:56:50,359 - mmdet - INFO - Epoch [32][6500/7330] lr: 1.000e-05, eta: 12:28:41, time: 1.458, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1226, s0.loss_cls: 0.1099, s0.acc: 95.7261, s0.loss_bbox: 0.0647, s0.loss_mask: 0.1644, s1.loss_cls: 0.0487, s1.acc: 96.2604, s1.loss_bbox: 0.0807, s1.loss_mask: 0.0785, s2.loss_cls: 0.0253, s2.acc: 96.0089, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0373, loss: 0.8189 2022-05-16 07:58:03,935 - mmdet - INFO - Epoch [32][6550/7330] lr: 1.000e-05, eta: 12:27:27, time: 1.472, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1236, s0.loss_cls: 0.1163, s0.acc: 95.4868, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1702, s1.loss_cls: 0.0515, s1.acc: 96.0061, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0808, s2.loss_cls: 0.0264, s2.acc: 95.8530, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0384, loss: 0.8519 2022-05-16 07:59:16,380 - mmdet - INFO - Epoch [32][6600/7330] lr: 1.000e-05, eta: 12:26:12, time: 1.449, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1250, s0.loss_cls: 0.1155, s0.acc: 95.5462, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1684, s1.loss_cls: 0.0513, s1.acc: 96.0910, s1.loss_bbox: 0.0821, s1.loss_mask: 0.0806, s2.loss_cls: 0.0259, s2.acc: 95.9161, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0382, loss: 0.8459 2022-05-16 08:00:28,779 - mmdet - INFO - Epoch [32][6650/7330] lr: 1.000e-05, eta: 12:24:57, time: 1.448, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1260, s0.loss_cls: 0.1152, s0.acc: 95.6580, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1663, s1.loss_cls: 0.0510, s1.acc: 96.2119, s1.loss_bbox: 0.0807, s1.loss_mask: 0.0784, s2.loss_cls: 0.0263, s2.acc: 96.1113, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0373, loss: 0.8398 2022-05-16 08:01:43,217 - mmdet - INFO - Epoch [32][6700/7330] lr: 1.000e-05, eta: 12:23:43, time: 1.489, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1234, s0.loss_cls: 0.1199, s0.acc: 95.4790, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1705, s1.loss_cls: 0.0519, s1.acc: 96.1793, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0811, s2.loss_cls: 0.0266, s2.acc: 96.0752, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0387, loss: 0.8606 2022-05-16 08:02:56,318 - mmdet - INFO - Epoch [32][6750/7330] lr: 1.000e-05, eta: 12:22:28, time: 1.462, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1250, s0.loss_cls: 0.1248, s0.acc: 95.3086, s0.loss_bbox: 0.0748, s0.loss_mask: 0.1764, s1.loss_cls: 0.0552, s1.acc: 95.8925, s1.loss_bbox: 0.0897, s1.loss_mask: 0.0833, s2.loss_cls: 0.0283, s2.acc: 95.6138, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0394, loss: 0.8946 2022-05-16 08:04:09,347 - mmdet - INFO - Epoch [32][6800/7330] lr: 1.000e-05, eta: 12:21:13, time: 1.460, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1257, s0.loss_cls: 0.1198, s0.acc: 95.3288, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1749, s1.loss_cls: 0.0533, s1.acc: 95.9121, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0829, s2.loss_cls: 0.0273, s2.acc: 95.7228, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0395, loss: 0.8761 2022-05-16 08:05:22,319 - mmdet - INFO - Epoch [32][6850/7330] lr: 1.000e-05, eta: 12:19:59, time: 1.460, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1208, s0.loss_cls: 0.1093, s0.acc: 95.7904, s0.loss_bbox: 0.0648, s0.loss_mask: 0.1683, s1.loss_cls: 0.0475, s1.acc: 96.3921, s1.loss_bbox: 0.0790, s1.loss_mask: 0.0807, s2.loss_cls: 0.0243, s2.acc: 96.2355, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0389, loss: 0.8217 2022-05-16 08:06:35,859 - mmdet - INFO - Epoch [32][6900/7330] lr: 1.000e-05, eta: 12:18:44, time: 1.471, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1224, s0.loss_cls: 0.1182, s0.acc: 95.4473, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1683, s1.loss_cls: 0.0528, s1.acc: 95.9903, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0807, s2.loss_cls: 0.0274, s2.acc: 95.7637, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0385, loss: 0.8616 2022-05-16 08:07:48,593 - mmdet - INFO - Epoch [32][6950/7330] lr: 1.000e-05, eta: 12:17:29, time: 1.455, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1247, s0.loss_cls: 0.1156, s0.acc: 95.5415, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1706, s1.loss_cls: 0.0510, s1.acc: 96.0754, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0811, s2.loss_cls: 0.0264, s2.acc: 95.9593, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0386, loss: 0.8555 2022-05-16 08:09:01,328 - mmdet - INFO - Epoch [32][7000/7330] lr: 1.000e-05, eta: 12:16:15, time: 1.454, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1285, s0.loss_cls: 0.1158, s0.acc: 95.5601, s0.loss_bbox: 0.0667, s0.loss_mask: 0.1671, s1.loss_cls: 0.0516, s1.acc: 96.0368, s1.loss_bbox: 0.0814, s1.loss_mask: 0.0798, s2.loss_cls: 0.0262, s2.acc: 95.8462, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0380, loss: 0.8468 2022-05-16 08:10:14,430 - mmdet - INFO - Epoch [32][7050/7330] lr: 1.000e-05, eta: 12:15:00, time: 1.461, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1237, s0.loss_cls: 0.1118, s0.acc: 95.7427, s0.loss_bbox: 0.0681, s0.loss_mask: 0.1643, s1.loss_cls: 0.0484, s1.acc: 96.3408, s1.loss_bbox: 0.0810, s1.loss_mask: 0.0780, s2.loss_cls: 0.0252, s2.acc: 96.1238, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0372, loss: 0.8289 2022-05-16 08:11:27,572 - mmdet - INFO - Epoch [32][7100/7330] lr: 1.000e-05, eta: 12:13:45, time: 1.464, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1281, s0.loss_cls: 0.1130, s0.acc: 95.6213, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1676, s1.loss_cls: 0.0506, s1.acc: 96.0458, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0792, s2.loss_cls: 0.0259, s2.acc: 95.9725, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0378, loss: 0.8459 2022-05-16 08:12:41,367 - mmdet - INFO - Epoch [32][7150/7330] lr: 1.000e-05, eta: 12:12:31, time: 1.476, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1275, s0.loss_cls: 0.1220, s0.acc: 95.3774, s0.loss_bbox: 0.0724, s0.loss_mask: 0.1722, s1.loss_cls: 0.0546, s1.acc: 95.8905, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0819, s2.loss_cls: 0.0281, s2.acc: 95.6871, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0390, loss: 0.8776 2022-05-16 08:13:55,283 - mmdet - INFO - Epoch [32][7200/7330] lr: 1.000e-05, eta: 12:11:16, time: 1.478, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1209, s0.loss_cls: 0.1073, s0.acc: 95.8267, s0.loss_bbox: 0.0651, s0.loss_mask: 0.1660, s1.loss_cls: 0.0481, s1.acc: 96.3252, s1.loss_bbox: 0.0784, s1.loss_mask: 0.0786, s2.loss_cls: 0.0251, s2.acc: 96.1339, s2.loss_bbox: 0.0551, s2.loss_mask: 0.0375, loss: 0.8158 2022-05-16 08:15:09,037 - mmdet - INFO - Epoch [32][7250/7330] lr: 1.000e-05, eta: 12:10:01, time: 1.473, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1255, s0.loss_cls: 0.1118, s0.acc: 95.7358, s0.loss_bbox: 0.0685, s0.loss_mask: 0.1691, s1.loss_cls: 0.0502, s1.acc: 96.1556, s1.loss_bbox: 0.0799, s1.loss_mask: 0.0799, s2.loss_cls: 0.0258, s2.acc: 95.9428, s2.loss_bbox: 0.0556, s2.loss_mask: 0.0381, loss: 0.8392 2022-05-16 08:16:22,669 - mmdet - INFO - Epoch [32][7300/7330] lr: 1.000e-05, eta: 12:08:47, time: 1.475, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1267, s0.loss_cls: 0.1165, s0.acc: 95.5750, s0.loss_bbox: 0.0691, s0.loss_mask: 0.1710, s1.loss_cls: 0.0519, s1.acc: 96.0617, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0817, s2.loss_cls: 0.0266, s2.acc: 95.9500, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0389, loss: 0.8581 2022-05-16 08:17:24,842 - mmdet - INFO - Saving checkpoint at 32 epochs 2022-05-16 08:22:07,679 - mmdet - INFO - Evaluating bbox... 2022-05-16 08:22:47,166 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.579 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.764 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.637 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.434 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.616 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.719 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.737 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.737 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.737 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.607 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.769 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.863 2022-05-16 08:22:47,169 - mmdet - INFO - Evaluating segm... 2022-05-16 08:23:34,403 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.502 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.744 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.551 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.325 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.534 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.680 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 ] = 0.499 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.670 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.776 2022-05-16 08:23:35,197 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 08:23:35,199 - mmdet - INFO - Epoch(val) [32][313] bbox_mAP: 0.5790, bbox_mAP_50: 0.7640, bbox_mAP_75: 0.6370, bbox_mAP_s: 0.4340, bbox_mAP_m: 0.6160, bbox_mAP_l: 0.7190, bbox_mAP_copypaste: 0.579 0.764 0.637 0.434 0.616 0.719, segm_mAP: 0.5020, segm_mAP_50: 0.7440, segm_mAP_75: 0.5510, segm_mAP_s: 0.3250, segm_mAP_m: 0.5340, segm_mAP_l: 0.6800, segm_mAP_copypaste: 0.502 0.744 0.551 0.325 0.534 0.680 2022-05-16 08:29:00,156 - mmdet - INFO - Epoch [33][50/7330] lr: 1.000e-05, eta: 12:07:13, time: 6.498, data_time: 5.025, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1189, s0.loss_cls: 0.1202, s0.acc: 95.3301, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1755, s1.loss_cls: 0.0523, s1.acc: 95.9389, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0831, s2.loss_cls: 0.0269, s2.acc: 95.8182, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0396, loss: 0.8713 2022-05-16 08:30:14,360 - mmdet - INFO - Epoch [33][100/7330] lr: 1.000e-05, eta: 12:05:59, time: 1.484, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1229, s0.loss_cls: 0.1177, s0.acc: 95.4822, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1711, s1.loss_cls: 0.0517, s1.acc: 96.0684, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0812, s2.loss_cls: 0.0261, s2.acc: 95.9986, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0390, loss: 0.8561 2022-05-16 08:31:27,947 - mmdet - INFO - Epoch [33][150/7330] lr: 1.000e-05, eta: 12:04:44, time: 1.472, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1171, s0.loss_cls: 0.1183, s0.acc: 95.4768, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1708, s1.loss_cls: 0.0517, s1.acc: 96.0203, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0811, s2.loss_cls: 0.0265, s2.acc: 95.8370, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0385, loss: 0.8507 2022-05-16 08:32:41,130 - mmdet - INFO - Epoch [33][200/7330] lr: 1.000e-05, eta: 12:03:29, time: 1.464, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1201, s0.loss_cls: 0.1194, s0.acc: 95.4109, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1691, s1.loss_cls: 0.0526, s1.acc: 95.9610, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0810, s2.loss_cls: 0.0272, s2.acc: 95.8379, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0387, loss: 0.8571 2022-05-16 08:33:53,498 - mmdet - INFO - Epoch [33][250/7330] lr: 1.000e-05, eta: 12:02:15, time: 1.448, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1203, s0.loss_cls: 0.1173, s0.acc: 95.4993, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1699, s1.loss_cls: 0.0522, s1.acc: 96.0130, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0808, s2.loss_cls: 0.0265, s2.acc: 95.8542, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0385, loss: 0.8557 2022-05-16 08:35:06,169 - mmdet - INFO - Epoch [33][300/7330] lr: 1.000e-05, eta: 12:01:00, time: 1.453, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1264, s0.loss_cls: 0.1217, s0.acc: 95.3706, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1691, s1.loss_cls: 0.0538, s1.acc: 95.9957, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0804, s2.loss_cls: 0.0279, s2.acc: 95.8298, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0382, loss: 0.8760 2022-05-16 08:36:19,739 - mmdet - INFO - Epoch [33][350/7330] lr: 1.000e-05, eta: 11:59:45, time: 1.471, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1200, s0.loss_cls: 0.1200, s0.acc: 95.4260, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1718, s1.loss_cls: 0.0533, s1.acc: 95.9423, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0818, s2.loss_cls: 0.0273, s2.acc: 95.8615, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0392, loss: 0.8701 2022-05-16 08:37:33,358 - mmdet - INFO - Epoch [33][400/7330] lr: 1.000e-05, eta: 11:58:31, time: 1.472, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1210, s0.loss_cls: 0.1221, s0.acc: 95.2995, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1735, s1.loss_cls: 0.0542, s1.acc: 95.8405, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0820, s2.loss_cls: 0.0273, s2.acc: 95.7596, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0390, loss: 0.8688 2022-05-16 08:38:46,672 - mmdet - INFO - Epoch [33][450/7330] lr: 1.000e-05, eta: 11:57:16, time: 1.466, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1224, s0.loss_cls: 0.1172, s0.acc: 95.4807, s0.loss_bbox: 0.0705, s0.loss_mask: 0.1709, s1.loss_cls: 0.0521, s1.acc: 96.0462, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0819, s2.loss_cls: 0.0269, s2.acc: 95.8493, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0391, loss: 0.8611 2022-05-16 08:40:00,722 - mmdet - INFO - Epoch [33][500/7330] lr: 1.000e-05, eta: 11:56:01, time: 1.481, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1187, s0.loss_cls: 0.1175, s0.acc: 95.5200, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1673, s1.loss_cls: 0.0515, s1.acc: 96.1249, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0797, s2.loss_cls: 0.0269, s2.acc: 95.9001, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0379, loss: 0.8477 2022-05-16 08:41:14,593 - mmdet - INFO - Epoch [33][550/7330] lr: 1.000e-05, eta: 11:54:47, time: 1.477, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1260, s0.loss_cls: 0.1195, s0.acc: 95.3486, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1723, s1.loss_cls: 0.0521, s1.acc: 95.9115, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0819, s2.loss_cls: 0.0267, s2.acc: 95.7199, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0391, loss: 0.8695 2022-05-16 08:42:27,069 - mmdet - INFO - Epoch [33][600/7330] lr: 1.000e-05, eta: 11:53:32, time: 1.450, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1259, s0.loss_cls: 0.1210, s0.acc: 95.3533, s0.loss_bbox: 0.0737, s0.loss_mask: 0.1752, s1.loss_cls: 0.0528, s1.acc: 95.9194, s1.loss_bbox: 0.0897, s1.loss_mask: 0.0831, s2.loss_cls: 0.0274, s2.acc: 95.6761, s2.loss_bbox: 0.0616, s2.loss_mask: 0.0394, loss: 0.8877 2022-05-16 08:43:40,440 - mmdet - INFO - Epoch [33][650/7330] lr: 1.000e-05, eta: 11:52:17, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0189, loss_semantic_seg: 0.1210, s0.loss_cls: 0.1096, s0.acc: 95.7805, s0.loss_bbox: 0.0657, s0.loss_mask: 0.1685, s1.loss_cls: 0.0476, s1.acc: 96.4176, s1.loss_bbox: 0.0796, s1.loss_mask: 0.0805, s2.loss_cls: 0.0243, s2.acc: 96.2214, s2.loss_bbox: 0.0550, s2.loss_mask: 0.0383, loss: 0.8220 2022-05-16 08:44:53,668 - mmdet - INFO - Epoch [33][700/7330] lr: 1.000e-05, eta: 11:51:02, time: 1.465, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1247, s0.loss_cls: 0.1140, s0.acc: 95.5361, s0.loss_bbox: 0.0668, s0.loss_mask: 0.1671, s1.loss_cls: 0.0496, s1.acc: 96.1025, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0800, s2.loss_cls: 0.0255, s2.acc: 95.9345, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0381, loss: 0.8391 2022-05-16 08:46:06,933 - mmdet - INFO - Epoch [33][750/7330] lr: 1.000e-05, eta: 11:49:48, time: 1.465, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1211, s0.loss_cls: 0.1177, s0.acc: 95.5059, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1701, s1.loss_cls: 0.0513, s1.acc: 96.1528, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0809, s2.loss_cls: 0.0263, s2.acc: 95.9582, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0385, loss: 0.8617 2022-05-16 08:47:19,542 - mmdet - INFO - Epoch [33][800/7330] lr: 1.000e-05, eta: 11:48:33, time: 1.450, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1249, s0.loss_cls: 0.1088, s0.acc: 95.8899, s0.loss_bbox: 0.0651, s0.loss_mask: 0.1692, s1.loss_cls: 0.0477, s1.acc: 96.4164, s1.loss_bbox: 0.0786, s1.loss_mask: 0.0805, s2.loss_cls: 0.0242, s2.acc: 96.4048, s2.loss_bbox: 0.0549, s2.loss_mask: 0.0386, loss: 0.8261 2022-05-16 08:48:31,922 - mmdet - INFO - Epoch [33][850/7330] lr: 1.000e-05, eta: 11:47:18, time: 1.449, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1223, s0.loss_cls: 0.1138, s0.acc: 95.6313, s0.loss_bbox: 0.0664, s0.loss_mask: 0.1691, s1.loss_cls: 0.0500, s1.acc: 96.1252, s1.loss_bbox: 0.0806, s1.loss_mask: 0.0812, s2.loss_cls: 0.0258, s2.acc: 95.9853, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0388, loss: 0.8370 2022-05-16 08:49:44,721 - mmdet - INFO - Epoch [33][900/7330] lr: 1.000e-05, eta: 11:46:03, time: 1.456, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1267, s0.loss_cls: 0.1198, s0.acc: 95.4602, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1741, s1.loss_cls: 0.0521, s1.acc: 96.1020, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0828, s2.loss_cls: 0.0269, s2.acc: 95.8973, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0396, loss: 0.8720 2022-05-16 08:50:58,887 - mmdet - INFO - Epoch [33][950/7330] lr: 1.000e-05, eta: 11:44:49, time: 1.483, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1258, s0.loss_cls: 0.1163, s0.acc: 95.4408, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1716, s1.loss_cls: 0.0508, s1.acc: 96.0711, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0822, s2.loss_cls: 0.0262, s2.acc: 95.8816, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0393, loss: 0.8670 2022-05-16 08:52:11,887 - mmdet - INFO - Epoch [33][1000/7330] lr: 1.000e-05, eta: 11:43:34, time: 1.460, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1280, s0.loss_cls: 0.1198, s0.acc: 95.3972, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1717, s1.loss_cls: 0.0523, s1.acc: 95.9325, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0818, s2.loss_cls: 0.0266, s2.acc: 95.8400, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0389, loss: 0.8679 2022-05-16 08:53:25,309 - mmdet - INFO - Epoch [33][1050/7330] lr: 1.000e-05, eta: 11:42:20, time: 1.469, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1210, s0.loss_cls: 0.1126, s0.acc: 95.8252, s0.loss_bbox: 0.0668, s0.loss_mask: 0.1669, s1.loss_cls: 0.0483, s1.acc: 96.3950, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0792, s2.loss_cls: 0.0252, s2.acc: 96.2794, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0375, loss: 0.8327 2022-05-16 08:54:38,702 - mmdet - INFO - Epoch [33][1100/7330] lr: 1.000e-05, eta: 11:41:05, time: 1.468, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1216, s0.loss_cls: 0.1109, s0.acc: 95.7605, s0.loss_bbox: 0.0669, s0.loss_mask: 0.1665, s1.loss_cls: 0.0479, s1.acc: 96.3595, s1.loss_bbox: 0.0806, s1.loss_mask: 0.0792, s2.loss_cls: 0.0246, s2.acc: 96.1760, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0379, loss: 0.8273 2022-05-16 08:55:51,353 - mmdet - INFO - Epoch [33][1150/7330] lr: 1.000e-05, eta: 11:39:50, time: 1.453, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1272, s0.loss_cls: 0.1137, s0.acc: 95.6436, s0.loss_bbox: 0.0670, s0.loss_mask: 0.1669, s1.loss_cls: 0.0505, s1.acc: 96.1653, s1.loss_bbox: 0.0803, s1.loss_mask: 0.0798, s2.loss_cls: 0.0257, s2.acc: 96.0336, s2.loss_bbox: 0.0560, s2.loss_mask: 0.0381, loss: 0.8392 2022-05-16 08:57:04,813 - mmdet - INFO - Epoch [33][1200/7330] lr: 1.000e-05, eta: 11:38:35, time: 1.469, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1253, s0.loss_cls: 0.1203, s0.acc: 95.3289, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1690, s1.loss_cls: 0.0531, s1.acc: 95.8805, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0805, s2.loss_cls: 0.0273, s2.acc: 95.7993, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0381, loss: 0.8615 2022-05-16 08:58:17,685 - mmdet - INFO - Epoch [33][1250/7330] lr: 1.000e-05, eta: 11:37:21, time: 1.458, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1221, s0.loss_cls: 0.1118, s0.acc: 95.6122, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1679, s1.loss_cls: 0.0485, s1.acc: 96.2310, s1.loss_bbox: 0.0786, s1.loss_mask: 0.0798, s2.loss_cls: 0.0247, s2.acc: 96.2047, s2.loss_bbox: 0.0556, s2.loss_mask: 0.0381, loss: 0.8292 2022-05-16 08:59:30,668 - mmdet - INFO - Epoch [33][1300/7330] lr: 1.000e-05, eta: 11:36:06, time: 1.460, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1266, s0.loss_cls: 0.1197, s0.acc: 95.4436, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1700, s1.loss_cls: 0.0534, s1.acc: 96.0091, s1.loss_bbox: 0.0821, s1.loss_mask: 0.0803, s2.loss_cls: 0.0277, s2.acc: 95.7374, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0380, loss: 0.8587 2022-05-16 09:00:43,037 - mmdet - INFO - Epoch [33][1350/7330] lr: 1.000e-05, eta: 11:34:51, time: 1.447, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1237, s0.loss_cls: 0.1050, s0.acc: 95.9839, s0.loss_bbox: 0.0623, s0.loss_mask: 0.1616, s1.loss_cls: 0.0452, s1.acc: 96.5822, s1.loss_bbox: 0.0765, s1.loss_mask: 0.0770, s2.loss_cls: 0.0228, s2.acc: 96.5043, s2.loss_bbox: 0.0537, s2.loss_mask: 0.0368, loss: 0.7978 2022-05-16 09:01:55,206 - mmdet - INFO - Epoch [33][1400/7330] lr: 1.000e-05, eta: 11:33:36, time: 1.444, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1237, s0.loss_cls: 0.1145, s0.acc: 95.5139, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1688, s1.loss_cls: 0.0499, s1.acc: 96.0921, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0804, s2.loss_cls: 0.0255, s2.acc: 95.9306, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0385, loss: 0.8495 2022-05-16 09:03:07,325 - mmdet - INFO - Epoch [33][1450/7330] lr: 1.000e-05, eta: 11:32:22, time: 1.442, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0191, loss_semantic_seg: 0.1273, s0.loss_cls: 0.1097, s0.acc: 95.8516, s0.loss_bbox: 0.0627, s0.loss_mask: 0.1633, s1.loss_cls: 0.0482, s1.acc: 96.4361, s1.loss_bbox: 0.0773, s1.loss_mask: 0.0784, s2.loss_cls: 0.0249, s2.acc: 96.2821, s2.loss_bbox: 0.0560, s2.loss_mask: 0.0376, loss: 0.8180 2022-05-16 09:04:20,621 - mmdet - INFO - Epoch [33][1500/7330] lr: 1.000e-05, eta: 11:31:07, time: 1.466, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1256, s0.loss_cls: 0.1145, s0.acc: 95.6589, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1697, s1.loss_cls: 0.0499, s1.acc: 96.2406, s1.loss_bbox: 0.0817, s1.loss_mask: 0.0804, s2.loss_cls: 0.0263, s2.acc: 95.9957, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0382, loss: 0.8455 2022-05-16 09:05:32,945 - mmdet - INFO - Epoch [33][1550/7330] lr: 1.000e-05, eta: 11:29:52, time: 1.446, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1255, s0.loss_cls: 0.1143, s0.acc: 95.6147, s0.loss_bbox: 0.0678, s0.loss_mask: 0.1665, s1.loss_cls: 0.0503, s1.acc: 96.1892, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0796, s2.loss_cls: 0.0262, s2.acc: 95.9944, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0380, loss: 0.8460 2022-05-16 09:06:46,147 - mmdet - INFO - Epoch [33][1600/7330] lr: 1.000e-05, eta: 11:28:37, time: 1.464, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1216, s0.loss_cls: 0.1116, s0.acc: 95.7476, s0.loss_bbox: 0.0666, s0.loss_mask: 0.1651, s1.loss_cls: 0.0488, s1.acc: 96.2710, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0785, s2.loss_cls: 0.0255, s2.acc: 96.0765, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0374, loss: 0.8283 2022-05-16 09:07:59,741 - mmdet - INFO - Epoch [33][1650/7330] lr: 1.000e-05, eta: 11:27:23, time: 1.472, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1277, s0.loss_cls: 0.1214, s0.acc: 95.3174, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1715, s1.loss_cls: 0.0536, s1.acc: 95.9241, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0815, s2.loss_cls: 0.0277, s2.acc: 95.7421, s2.loss_bbox: 0.0600, s2.loss_mask: 0.0388, loss: 0.8740 2022-05-16 09:09:12,056 - mmdet - INFO - Epoch [33][1700/7330] lr: 1.000e-05, eta: 11:26:08, time: 1.447, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1208, s0.loss_cls: 0.1166, s0.acc: 95.5149, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1724, s1.loss_cls: 0.0515, s1.acc: 96.1238, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0816, s2.loss_cls: 0.0264, s2.acc: 95.9441, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0388, loss: 0.8607 2022-05-16 09:10:24,435 - mmdet - INFO - Epoch [33][1750/7330] lr: 1.000e-05, eta: 11:24:53, time: 1.447, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1262, s0.loss_cls: 0.1129, s0.acc: 95.7129, s0.loss_bbox: 0.0654, s0.loss_mask: 0.1654, s1.loss_cls: 0.0502, s1.acc: 96.1916, s1.loss_bbox: 0.0785, s1.loss_mask: 0.0788, s2.loss_cls: 0.0257, s2.acc: 96.0782, s2.loss_bbox: 0.0541, s2.loss_mask: 0.0375, loss: 0.8293 2022-05-16 09:11:37,340 - mmdet - INFO - Epoch [33][1800/7330] lr: 1.000e-05, eta: 11:23:39, time: 1.458, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1220, s0.loss_cls: 0.1187, s0.acc: 95.4854, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1690, s1.loss_cls: 0.0521, s1.acc: 96.0757, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0806, s2.loss_cls: 0.0264, s2.acc: 96.0009, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0384, loss: 0.8569 2022-05-16 09:12:49,840 - mmdet - INFO - Epoch [33][1850/7330] lr: 1.000e-05, eta: 11:22:24, time: 1.450, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1260, s0.loss_cls: 0.1220, s0.acc: 95.3818, s0.loss_bbox: 0.0755, s0.loss_mask: 0.1766, s1.loss_cls: 0.0550, s1.acc: 95.8096, s1.loss_bbox: 0.0884, s1.loss_mask: 0.0836, s2.loss_cls: 0.0284, s2.acc: 95.6680, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0399, loss: 0.8943 2022-05-16 09:14:02,433 - mmdet - INFO - Epoch [33][1900/7330] lr: 1.000e-05, eta: 11:21:09, time: 1.452, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1246, s0.loss_cls: 0.1186, s0.acc: 95.4397, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1725, s1.loss_cls: 0.0530, s1.acc: 95.9820, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0817, s2.loss_cls: 0.0268, s2.acc: 95.7680, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0388, loss: 0.8661 2022-05-16 09:15:14,904 - mmdet - INFO - Epoch [33][1950/7330] lr: 1.000e-05, eta: 11:19:54, time: 1.449, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1243, s0.loss_cls: 0.1140, s0.acc: 95.6322, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1692, s1.loss_cls: 0.0501, s1.acc: 96.1785, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0802, s2.loss_cls: 0.0255, s2.acc: 96.0680, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0383, loss: 0.8439 2022-05-16 09:16:26,311 - mmdet - INFO - Epoch [33][2000/7330] lr: 1.000e-05, eta: 11:18:39, time: 1.428, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1205, s0.loss_cls: 0.1161, s0.acc: 95.5916, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1713, s1.loss_cls: 0.0500, s1.acc: 96.2382, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0822, s2.loss_cls: 0.0257, s2.acc: 96.0802, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0392, loss: 0.8543 2022-05-16 09:17:39,720 - mmdet - INFO - Epoch [33][2050/7330] lr: 1.000e-05, eta: 11:17:25, time: 1.468, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1260, s0.loss_cls: 0.1197, s0.acc: 95.3767, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1707, s1.loss_cls: 0.0535, s1.acc: 95.9593, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0813, s2.loss_cls: 0.0277, s2.acc: 95.7072, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0387, loss: 0.8706 2022-05-16 09:18:52,807 - mmdet - INFO - Epoch [33][2100/7330] lr: 1.000e-05, eta: 11:16:10, time: 1.462, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1246, s0.loss_cls: 0.1170, s0.acc: 95.6357, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1707, s1.loss_cls: 0.0518, s1.acc: 96.1185, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0813, s2.loss_cls: 0.0275, s2.acc: 95.8553, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0391, loss: 0.8588 2022-05-16 09:20:05,034 - mmdet - INFO - Epoch [33][2150/7330] lr: 1.000e-05, eta: 11:14:55, time: 1.444, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1235, s0.loss_cls: 0.1168, s0.acc: 95.5747, s0.loss_bbox: 0.0678, s0.loss_mask: 0.1697, s1.loss_cls: 0.0502, s1.acc: 96.2269, s1.loss_bbox: 0.0820, s1.loss_mask: 0.0806, s2.loss_cls: 0.0258, s2.acc: 96.0908, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0385, loss: 0.8463 2022-05-16 09:21:17,265 - mmdet - INFO - Epoch [33][2200/7330] lr: 1.000e-05, eta: 11:13:40, time: 1.444, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1230, s0.loss_cls: 0.1090, s0.acc: 95.8470, s0.loss_bbox: 0.0644, s0.loss_mask: 0.1639, s1.loss_cls: 0.0473, s1.acc: 96.4612, s1.loss_bbox: 0.0776, s1.loss_mask: 0.0782, s2.loss_cls: 0.0238, s2.acc: 96.4009, s2.loss_bbox: 0.0542, s2.loss_mask: 0.0373, loss: 0.8111 2022-05-16 09:22:29,651 - mmdet - INFO - Epoch [33][2250/7330] lr: 1.000e-05, eta: 11:12:26, time: 1.448, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1218, s0.loss_cls: 0.1142, s0.acc: 95.6909, s0.loss_bbox: 0.0685, s0.loss_mask: 0.1687, s1.loss_cls: 0.0494, s1.acc: 96.3092, s1.loss_bbox: 0.0810, s1.loss_mask: 0.0806, s2.loss_cls: 0.0247, s2.acc: 96.2544, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0387, loss: 0.8378 2022-05-16 09:23:43,111 - mmdet - INFO - Epoch [33][2300/7330] lr: 1.000e-05, eta: 11:11:11, time: 1.469, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1240, s0.loss_cls: 0.1122, s0.acc: 95.7019, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1678, s1.loss_cls: 0.0499, s1.acc: 96.2031, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0799, s2.loss_cls: 0.0255, s2.acc: 96.0025, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0381, loss: 0.8368 2022-05-16 09:24:55,298 - mmdet - INFO - Epoch [33][2350/7330] lr: 1.000e-05, eta: 11:09:56, time: 1.444, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0188, loss_semantic_seg: 0.1227, s0.loss_cls: 0.1148, s0.acc: 95.5918, s0.loss_bbox: 0.0667, s0.loss_mask: 0.1708, s1.loss_cls: 0.0507, s1.acc: 96.1687, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0814, s2.loss_cls: 0.0259, s2.acc: 96.0025, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0388, loss: 0.8440 2022-05-16 09:26:08,098 - mmdet - INFO - Epoch [33][2400/7330] lr: 1.000e-05, eta: 11:08:42, time: 1.457, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1217, s0.loss_cls: 0.1181, s0.acc: 95.5283, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1704, s1.loss_cls: 0.0517, s1.acc: 96.1519, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0804, s2.loss_cls: 0.0265, s2.acc: 96.0045, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0383, loss: 0.8523 2022-05-16 09:27:21,217 - mmdet - INFO - Epoch [33][2450/7330] lr: 1.000e-05, eta: 11:07:27, time: 1.462, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1237, s0.loss_cls: 0.1118, s0.acc: 95.6694, s0.loss_bbox: 0.0665, s0.loss_mask: 0.1659, s1.loss_cls: 0.0490, s1.acc: 96.2705, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0796, s2.loss_cls: 0.0252, s2.acc: 96.1297, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0380, loss: 0.8338 2022-05-16 09:28:33,071 - mmdet - INFO - Epoch [33][2500/7330] lr: 1.000e-05, eta: 11:06:12, time: 1.437, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1241, s0.loss_cls: 0.1158, s0.acc: 95.5844, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1696, s1.loss_cls: 0.0505, s1.acc: 96.1363, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0814, s2.loss_cls: 0.0262, s2.acc: 95.9691, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0389, loss: 0.8586 2022-05-16 09:29:45,312 - mmdet - INFO - Epoch [33][2550/7330] lr: 1.000e-05, eta: 11:04:57, time: 1.445, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1229, s0.loss_cls: 0.1130, s0.acc: 95.6521, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1677, s1.loss_cls: 0.0493, s1.acc: 96.2361, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0809, s2.loss_cls: 0.0252, s2.acc: 96.1520, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0385, loss: 0.8412 2022-05-16 09:30:57,669 - mmdet - INFO - Epoch [33][2600/7330] lr: 1.000e-05, eta: 11:03:42, time: 1.447, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1231, s0.loss_cls: 0.1180, s0.acc: 95.5144, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1710, s1.loss_cls: 0.0521, s1.acc: 96.0581, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0815, s2.loss_cls: 0.0268, s2.acc: 95.7338, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0389, loss: 0.8616 2022-05-16 09:32:09,515 - mmdet - INFO - Epoch [33][2650/7330] lr: 1.000e-05, eta: 11:02:28, time: 1.437, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1192, s0.loss_cls: 0.1151, s0.acc: 95.5388, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1689, s1.loss_cls: 0.0499, s1.acc: 96.2363, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0811, s2.loss_cls: 0.0252, s2.acc: 96.0901, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0386, loss: 0.8463 2022-05-16 09:33:22,275 - mmdet - INFO - Epoch [33][2700/7330] lr: 1.000e-05, eta: 11:01:13, time: 1.455, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1226, s0.loss_cls: 0.1152, s0.acc: 95.5982, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1659, s1.loss_cls: 0.0512, s1.acc: 96.1986, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0786, s2.loss_cls: 0.0267, s2.acc: 95.9508, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0374, loss: 0.8474 2022-05-16 09:34:35,130 - mmdet - INFO - Epoch [33][2750/7330] lr: 1.000e-05, eta: 10:59:58, time: 1.457, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1237, s0.loss_cls: 0.1234, s0.acc: 95.3694, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1688, s1.loss_cls: 0.0539, s1.acc: 95.9356, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0806, s2.loss_cls: 0.0282, s2.acc: 95.7223, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0383, loss: 0.8665 2022-05-16 09:35:47,605 - mmdet - INFO - Epoch [33][2800/7330] lr: 1.000e-05, eta: 10:58:44, time: 1.450, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1204, s0.loss_cls: 0.1141, s0.acc: 95.6855, s0.loss_bbox: 0.0692, s0.loss_mask: 0.1667, s1.loss_cls: 0.0502, s1.acc: 96.3005, s1.loss_bbox: 0.0828, s1.loss_mask: 0.0790, s2.loss_cls: 0.0253, s2.acc: 96.2000, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0378, loss: 0.8387 2022-05-16 09:37:00,372 - mmdet - INFO - Epoch [33][2850/7330] lr: 1.000e-05, eta: 10:57:29, time: 1.455, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1226, s0.loss_cls: 0.1181, s0.acc: 95.4688, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1690, s1.loss_cls: 0.0528, s1.acc: 96.0148, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0806, s2.loss_cls: 0.0271, s2.acc: 95.8619, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0385, loss: 0.8570 2022-05-16 09:38:13,243 - mmdet - INFO - Epoch [33][2900/7330] lr: 1.000e-05, eta: 10:56:14, time: 1.457, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1243, s0.loss_cls: 0.1164, s0.acc: 95.5215, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1709, s1.loss_cls: 0.0512, s1.acc: 96.0828, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0818, s2.loss_cls: 0.0264, s2.acc: 95.8919, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0390, loss: 0.8603 2022-05-16 09:39:25,916 - mmdet - INFO - Epoch [33][2950/7330] lr: 1.000e-05, eta: 10:54:59, time: 1.453, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1241, s0.loss_cls: 0.1186, s0.acc: 95.4998, s0.loss_bbox: 0.0678, s0.loss_mask: 0.1686, s1.loss_cls: 0.0529, s1.acc: 96.0383, s1.loss_bbox: 0.0821, s1.loss_mask: 0.0805, s2.loss_cls: 0.0276, s2.acc: 95.7451, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0384, loss: 0.8521 2022-05-16 09:40:38,935 - mmdet - INFO - Epoch [33][3000/7330] lr: 1.000e-05, eta: 10:53:45, time: 1.460, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1189, s0.loss_cls: 0.1184, s0.acc: 95.4646, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1710, s1.loss_cls: 0.0524, s1.acc: 96.0331, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0812, s2.loss_cls: 0.0266, s2.acc: 95.9133, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0387, loss: 0.8499 2022-05-16 09:41:51,261 - mmdet - INFO - Epoch [33][3050/7330] lr: 1.000e-05, eta: 10:52:30, time: 1.447, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0189, loss_semantic_seg: 0.1208, s0.loss_cls: 0.1133, s0.acc: 95.6592, s0.loss_bbox: 0.0675, s0.loss_mask: 0.1662, s1.loss_cls: 0.0502, s1.acc: 96.1934, s1.loss_bbox: 0.0793, s1.loss_mask: 0.0796, s2.loss_cls: 0.0254, s2.acc: 96.0901, s2.loss_bbox: 0.0553, s2.loss_mask: 0.0381, loss: 0.8294 2022-05-16 09:43:02,900 - mmdet - INFO - Epoch [33][3100/7330] lr: 1.000e-05, eta: 10:51:15, time: 1.433, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1204, s0.loss_cls: 0.1134, s0.acc: 95.6184, s0.loss_bbox: 0.0691, s0.loss_mask: 0.1694, s1.loss_cls: 0.0493, s1.acc: 96.2100, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0811, s2.loss_cls: 0.0252, s2.acc: 95.9933, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0388, loss: 0.8453 2022-05-16 09:44:16,186 - mmdet - INFO - Epoch [33][3150/7330] lr: 1.000e-05, eta: 10:50:00, time: 1.466, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1176, s0.loss_cls: 0.1196, s0.acc: 95.3647, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1691, s1.loss_cls: 0.0529, s1.acc: 95.9395, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0804, s2.loss_cls: 0.0271, s2.acc: 95.8120, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0382, loss: 0.8573 2022-05-16 09:45:28,656 - mmdet - INFO - Epoch [33][3200/7330] lr: 1.000e-05, eta: 10:48:46, time: 1.447, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1276, s0.loss_cls: 0.1192, s0.acc: 95.4585, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1732, s1.loss_cls: 0.0518, s1.acc: 96.0447, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0827, s2.loss_cls: 0.0266, s2.acc: 95.8902, s2.loss_bbox: 0.0615, s2.loss_mask: 0.0395, loss: 0.8740 2022-05-16 09:46:40,889 - mmdet - INFO - Epoch [33][3250/7330] lr: 1.000e-05, eta: 10:47:31, time: 1.447, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1248, s0.loss_cls: 0.1215, s0.acc: 95.3816, s0.loss_bbox: 0.0721, s0.loss_mask: 0.1744, s1.loss_cls: 0.0537, s1.acc: 95.9556, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0830, s2.loss_cls: 0.0276, s2.acc: 95.8088, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0394, loss: 0.8779 2022-05-16 09:47:52,701 - mmdet - INFO - Epoch [33][3300/7330] lr: 1.000e-05, eta: 10:46:16, time: 1.436, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1205, s0.loss_cls: 0.1133, s0.acc: 95.6327, s0.loss_bbox: 0.0685, s0.loss_mask: 0.1682, s1.loss_cls: 0.0497, s1.acc: 96.1286, s1.loss_bbox: 0.0816, s1.loss_mask: 0.0804, s2.loss_cls: 0.0258, s2.acc: 95.8815, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0383, loss: 0.8364 2022-05-16 09:49:05,110 - mmdet - INFO - Epoch [33][3350/7330] lr: 1.000e-05, eta: 10:45:01, time: 1.449, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1197, s0.loss_cls: 0.1187, s0.acc: 95.4480, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1686, s1.loss_cls: 0.0527, s1.acc: 95.9554, s1.loss_bbox: 0.0870, s1.loss_mask: 0.0798, s2.loss_cls: 0.0268, s2.acc: 95.7459, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0380, loss: 0.8578 2022-05-16 09:50:17,419 - mmdet - INFO - Epoch [33][3400/7330] lr: 1.000e-05, eta: 10:43:47, time: 1.446, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1268, s0.loss_cls: 0.1158, s0.acc: 95.5784, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1737, s1.loss_cls: 0.0513, s1.acc: 96.0989, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0825, s2.loss_cls: 0.0263, s2.acc: 95.9388, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0393, loss: 0.8666 2022-05-16 09:51:31,183 - mmdet - INFO - Epoch [33][3450/7330] lr: 1.000e-05, eta: 10:42:32, time: 1.475, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1168, s0.loss_cls: 0.1135, s0.acc: 95.6975, s0.loss_bbox: 0.0674, s0.loss_mask: 0.1699, s1.loss_cls: 0.0503, s1.acc: 96.2619, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0814, s2.loss_cls: 0.0262, s2.acc: 96.0045, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0387, loss: 0.8374 2022-05-16 09:52:43,621 - mmdet - INFO - Epoch [33][3500/7330] lr: 1.000e-05, eta: 10:41:17, time: 1.449, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1236, s0.loss_cls: 0.1150, s0.acc: 95.5810, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1723, s1.loss_cls: 0.0507, s1.acc: 96.1726, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0819, s2.loss_cls: 0.0261, s2.acc: 95.9756, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0390, loss: 0.8596 2022-05-16 09:53:55,573 - mmdet - INFO - Epoch [33][3550/7330] lr: 1.000e-05, eta: 10:40:03, time: 1.439, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1303, s0.loss_cls: 0.1170, s0.acc: 95.5066, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1732, s1.loss_cls: 0.0508, s1.acc: 96.0590, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0828, s2.loss_cls: 0.0256, s2.acc: 95.9572, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0393, loss: 0.8642 2022-05-16 09:55:07,352 - mmdet - INFO - Epoch [33][3600/7330] lr: 1.000e-05, eta: 10:38:48, time: 1.436, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1234, s0.loss_cls: 0.1132, s0.acc: 95.7627, s0.loss_bbox: 0.0663, s0.loss_mask: 0.1632, s1.loss_cls: 0.0495, s1.acc: 96.3342, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0780, s2.loss_cls: 0.0257, s2.acc: 96.1197, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0375, loss: 0.8306 2022-05-16 09:56:20,299 - mmdet - INFO - Epoch [33][3650/7330] lr: 1.000e-05, eta: 10:37:33, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1190, s0.loss_cls: 0.1101, s0.acc: 95.7156, s0.loss_bbox: 0.0681, s0.loss_mask: 0.1695, s1.loss_cls: 0.0484, s1.acc: 96.2599, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0809, s2.loss_cls: 0.0251, s2.acc: 96.1176, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0388, loss: 0.8393 2022-05-16 09:57:32,812 - mmdet - INFO - Epoch [33][3700/7330] lr: 1.000e-05, eta: 10:36:18, time: 1.452, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1234, s0.loss_cls: 0.1131, s0.acc: 95.6357, s0.loss_bbox: 0.0676, s0.loss_mask: 0.1710, s1.loss_cls: 0.0486, s1.acc: 96.3062, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0810, s2.loss_cls: 0.0248, s2.acc: 96.1375, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0386, loss: 0.8413 2022-05-16 09:58:44,925 - mmdet - INFO - Epoch [33][3750/7330] lr: 1.000e-05, eta: 10:35:04, time: 1.442, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0189, loss_semantic_seg: 0.1191, s0.loss_cls: 0.1142, s0.acc: 95.6702, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1640, s1.loss_cls: 0.0494, s1.acc: 96.3130, s1.loss_bbox: 0.0821, s1.loss_mask: 0.0786, s2.loss_cls: 0.0256, s2.acc: 96.1520, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0375, loss: 0.8279 2022-05-16 09:59:57,138 - mmdet - INFO - Epoch [33][3800/7330] lr: 1.000e-05, eta: 10:33:49, time: 1.444, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1174, s0.loss_cls: 0.1157, s0.acc: 95.5903, s0.loss_bbox: 0.0679, s0.loss_mask: 0.1661, s1.loss_cls: 0.0497, s1.acc: 96.2374, s1.loss_bbox: 0.0826, s1.loss_mask: 0.0796, s2.loss_cls: 0.0257, s2.acc: 95.9877, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0379, loss: 0.8355 2022-05-16 10:01:10,566 - mmdet - INFO - Epoch [33][3850/7330] lr: 1.000e-05, eta: 10:32:34, time: 1.468, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1209, s0.loss_cls: 0.1161, s0.acc: 95.5598, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1676, s1.loss_cls: 0.0512, s1.acc: 96.1517, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0803, s2.loss_cls: 0.0264, s2.acc: 95.9247, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0382, loss: 0.8466 2022-05-16 10:02:22,952 - mmdet - INFO - Epoch [33][3900/7330] lr: 1.000e-05, eta: 10:31:19, time: 1.448, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1228, s0.loss_cls: 0.1119, s0.acc: 95.7891, s0.loss_bbox: 0.0671, s0.loss_mask: 0.1678, s1.loss_cls: 0.0479, s1.acc: 96.4876, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0799, s2.loss_cls: 0.0243, s2.acc: 96.3935, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0378, loss: 0.8333 2022-05-16 10:03:36,435 - mmdet - INFO - Epoch [33][3950/7330] lr: 1.000e-05, eta: 10:30:05, time: 1.470, data_time: 0.011, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1241, s0.loss_cls: 0.1220, s0.acc: 95.3826, s0.loss_bbox: 0.0736, s0.loss_mask: 0.1724, s1.loss_cls: 0.0543, s1.acc: 95.8405, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0815, s2.loss_cls: 0.0275, s2.acc: 95.7110, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0389, loss: 0.8725 2022-05-16 10:04:49,271 - mmdet - INFO - Epoch [33][4000/7330] lr: 1.000e-05, eta: 10:28:50, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1281, s0.loss_cls: 0.1143, s0.acc: 95.5986, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1698, s1.loss_cls: 0.0503, s1.acc: 96.1649, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0811, s2.loss_cls: 0.0260, s2.acc: 96.0339, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0384, loss: 0.8519 2022-05-16 10:06:02,655 - mmdet - INFO - Epoch [33][4050/7330] lr: 1.000e-05, eta: 10:27:36, time: 1.468, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1260, s0.loss_cls: 0.1150, s0.acc: 95.5686, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1676, s1.loss_cls: 0.0507, s1.acc: 96.1265, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0789, s2.loss_cls: 0.0257, s2.acc: 96.0765, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0376, loss: 0.8449 2022-05-16 10:07:15,364 - mmdet - INFO - Epoch [33][4100/7330] lr: 1.000e-05, eta: 10:26:21, time: 1.454, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1264, s0.loss_cls: 0.1131, s0.acc: 95.6741, s0.loss_bbox: 0.0659, s0.loss_mask: 0.1691, s1.loss_cls: 0.0499, s1.acc: 96.2217, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0808, s2.loss_cls: 0.0258, s2.acc: 96.0589, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0383, loss: 0.8453 2022-05-16 10:08:27,927 - mmdet - INFO - Epoch [33][4150/7330] lr: 1.000e-05, eta: 10:25:06, time: 1.450, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0185, loss_semantic_seg: 0.1212, s0.loss_cls: 0.1072, s0.acc: 95.8608, s0.loss_bbox: 0.0644, s0.loss_mask: 0.1637, s1.loss_cls: 0.0477, s1.acc: 96.3591, s1.loss_bbox: 0.0803, s1.loss_mask: 0.0779, s2.loss_cls: 0.0247, s2.acc: 96.2133, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0373, loss: 0.8129 2022-05-16 10:09:40,302 - mmdet - INFO - Epoch [33][4200/7330] lr: 1.000e-05, eta: 10:23:51, time: 1.449, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1248, s0.loss_cls: 0.1182, s0.acc: 95.4717, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1704, s1.loss_cls: 0.0522, s1.acc: 96.0618, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0811, s2.loss_cls: 0.0263, s2.acc: 95.8591, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0384, loss: 0.8571 2022-05-16 10:10:52,746 - mmdet - INFO - Epoch [33][4250/7330] lr: 1.000e-05, eta: 10:22:37, time: 1.449, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1227, s0.loss_cls: 0.1138, s0.acc: 95.6113, s0.loss_bbox: 0.0663, s0.loss_mask: 0.1664, s1.loss_cls: 0.0498, s1.acc: 96.1305, s1.loss_bbox: 0.0803, s1.loss_mask: 0.0794, s2.loss_cls: 0.0261, s2.acc: 95.9528, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0378, loss: 0.8331 2022-05-16 10:12:05,107 - mmdet - INFO - Epoch [33][4300/7330] lr: 1.000e-05, eta: 10:21:22, time: 1.447, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1195, s0.loss_cls: 0.1142, s0.acc: 95.6694, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1698, s1.loss_cls: 0.0503, s1.acc: 96.2213, s1.loss_bbox: 0.0820, s1.loss_mask: 0.0810, s2.loss_cls: 0.0260, s2.acc: 96.0323, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0386, loss: 0.8418 2022-05-16 10:13:18,385 - mmdet - INFO - Epoch [33][4350/7330] lr: 1.000e-05, eta: 10:20:07, time: 1.465, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1222, s0.loss_cls: 0.1126, s0.acc: 95.6431, s0.loss_bbox: 0.0684, s0.loss_mask: 0.1679, s1.loss_cls: 0.0492, s1.acc: 96.2433, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0794, s2.loss_cls: 0.0249, s2.acc: 96.1587, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0381, loss: 0.8358 2022-05-16 10:14:31,362 - mmdet - INFO - Epoch [33][4400/7330] lr: 1.000e-05, eta: 10:18:53, time: 1.459, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1209, s0.loss_cls: 0.1169, s0.acc: 95.5344, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1702, s1.loss_cls: 0.0509, s1.acc: 96.1523, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0809, s2.loss_cls: 0.0263, s2.acc: 95.9883, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0383, loss: 0.8532 2022-05-16 10:15:44,106 - mmdet - INFO - Epoch [33][4450/7330] lr: 1.000e-05, eta: 10:17:38, time: 1.456, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1183, s0.loss_cls: 0.1160, s0.acc: 95.5203, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1691, s1.loss_cls: 0.0515, s1.acc: 96.0311, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0802, s2.loss_cls: 0.0264, s2.acc: 95.9030, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0384, loss: 0.8468 2022-05-16 10:16:57,101 - mmdet - INFO - Epoch [33][4500/7330] lr: 1.000e-05, eta: 10:16:23, time: 1.460, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1250, s0.loss_cls: 0.1194, s0.acc: 95.4141, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1711, s1.loss_cls: 0.0530, s1.acc: 95.9767, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0814, s2.loss_cls: 0.0269, s2.acc: 95.8123, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0388, loss: 0.8676 2022-05-16 10:18:10,082 - mmdet - INFO - Epoch [33][4550/7330] lr: 1.000e-05, eta: 10:15:09, time: 1.460, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1221, s0.loss_cls: 0.1193, s0.acc: 95.3792, s0.loss_bbox: 0.0729, s0.loss_mask: 0.1738, s1.loss_cls: 0.0529, s1.acc: 95.8958, s1.loss_bbox: 0.0872, s1.loss_mask: 0.0834, s2.loss_cls: 0.0275, s2.acc: 95.6308, s2.loss_bbox: 0.0599, s2.loss_mask: 0.0399, loss: 0.8739 2022-05-16 10:19:24,287 - mmdet - INFO - Epoch [33][4600/7330] lr: 1.000e-05, eta: 10:13:54, time: 1.484, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1275, s0.loss_cls: 0.1169, s0.acc: 95.5083, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1668, s1.loss_cls: 0.0513, s1.acc: 96.0516, s1.loss_bbox: 0.0811, s1.loss_mask: 0.0790, s2.loss_cls: 0.0263, s2.acc: 95.9687, s2.loss_bbox: 0.0561, s2.loss_mask: 0.0376, loss: 0.8456 2022-05-16 10:20:36,634 - mmdet - INFO - Epoch [33][4650/7330] lr: 1.000e-05, eta: 10:12:39, time: 1.447, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1217, s0.loss_cls: 0.1057, s0.acc: 95.8264, s0.loss_bbox: 0.0642, s0.loss_mask: 0.1638, s1.loss_cls: 0.0467, s1.acc: 96.3642, s1.loss_bbox: 0.0766, s1.loss_mask: 0.0777, s2.loss_cls: 0.0236, s2.acc: 96.2775, s2.loss_bbox: 0.0532, s2.loss_mask: 0.0371, loss: 0.8036 2022-05-16 10:21:50,104 - mmdet - INFO - Epoch [33][4700/7330] lr: 1.000e-05, eta: 10:11:25, time: 1.469, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1201, s0.loss_cls: 0.1109, s0.acc: 95.7079, s0.loss_bbox: 0.0685, s0.loss_mask: 0.1698, s1.loss_cls: 0.0494, s1.acc: 96.1746, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0805, s2.loss_cls: 0.0253, s2.acc: 96.0520, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0384, loss: 0.8352 2022-05-16 10:23:04,059 - mmdet - INFO - Epoch [33][4750/7330] lr: 1.000e-05, eta: 10:10:10, time: 1.479, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1206, s0.loss_cls: 0.1189, s0.acc: 95.3904, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1748, s1.loss_cls: 0.0536, s1.acc: 95.8351, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0830, s2.loss_cls: 0.0271, s2.acc: 95.7152, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0396, loss: 0.8676 2022-05-16 10:24:17,504 - mmdet - INFO - Epoch [33][4800/7330] lr: 1.000e-05, eta: 10:08:56, time: 1.469, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1272, s0.loss_cls: 0.1150, s0.acc: 95.5665, s0.loss_bbox: 0.0685, s0.loss_mask: 0.1693, s1.loss_cls: 0.0508, s1.acc: 96.0603, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0806, s2.loss_cls: 0.0263, s2.acc: 95.8904, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0385, loss: 0.8550 2022-05-16 10:25:31,090 - mmdet - INFO - Epoch [33][4850/7330] lr: 1.000e-05, eta: 10:07:41, time: 1.472, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1320, s0.loss_cls: 0.1076, s0.acc: 95.8647, s0.loss_bbox: 0.0657, s0.loss_mask: 0.1697, s1.loss_cls: 0.0464, s1.acc: 96.4295, s1.loss_bbox: 0.0809, s1.loss_mask: 0.0808, s2.loss_cls: 0.0240, s2.acc: 96.2413, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0385, loss: 0.8333 2022-05-16 10:26:43,897 - mmdet - INFO - Epoch [33][4900/7330] lr: 1.000e-05, eta: 10:06:26, time: 1.456, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1217, s0.loss_cls: 0.1184, s0.acc: 95.3984, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1744, s1.loss_cls: 0.0513, s1.acc: 95.9972, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0828, s2.loss_cls: 0.0265, s2.acc: 95.7845, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0394, loss: 0.8682 2022-05-16 10:27:56,472 - mmdet - INFO - Epoch [33][4950/7330] lr: 1.000e-05, eta: 10:05:12, time: 1.451, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1248, s0.loss_cls: 0.1201, s0.acc: 95.3809, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1707, s1.loss_cls: 0.0530, s1.acc: 95.8992, s1.loss_bbox: 0.0873, s1.loss_mask: 0.0817, s2.loss_cls: 0.0269, s2.acc: 95.7627, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0390, loss: 0.8715 2022-05-16 10:29:09,946 - mmdet - INFO - Epoch [33][5000/7330] lr: 1.000e-05, eta: 10:03:57, time: 1.469, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1191, s0.loss_cls: 0.1184, s0.acc: 95.4375, s0.loss_bbox: 0.0700, s0.loss_mask: 0.1716, s1.loss_cls: 0.0530, s1.acc: 95.9339, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0815, s2.loss_cls: 0.0268, s2.acc: 95.8069, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0388, loss: 0.8563 2022-05-16 10:30:22,494 - mmdet - INFO - Epoch [33][5050/7330] lr: 1.000e-05, eta: 10:02:42, time: 1.451, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0191, loss_semantic_seg: 0.1218, s0.loss_cls: 0.1116, s0.acc: 95.7627, s0.loss_bbox: 0.0668, s0.loss_mask: 0.1638, s1.loss_cls: 0.0485, s1.acc: 96.3493, s1.loss_bbox: 0.0793, s1.loss_mask: 0.0779, s2.loss_cls: 0.0248, s2.acc: 96.1697, s2.loss_bbox: 0.0560, s2.loss_mask: 0.0372, loss: 0.8204 2022-05-16 10:31:34,764 - mmdet - INFO - Epoch [33][5100/7330] lr: 1.000e-05, eta: 10:01:28, time: 1.446, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1237, s0.loss_cls: 0.1131, s0.acc: 95.6543, s0.loss_bbox: 0.0675, s0.loss_mask: 0.1717, s1.loss_cls: 0.0492, s1.acc: 96.2057, s1.loss_bbox: 0.0820, s1.loss_mask: 0.0816, s2.loss_cls: 0.0255, s2.acc: 96.0444, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0388, loss: 0.8464 2022-05-16 10:32:48,754 - mmdet - INFO - Epoch [33][5150/7330] lr: 1.000e-05, eta: 10:00:13, time: 1.480, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1278, s0.loss_cls: 0.1225, s0.acc: 95.2993, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1717, s1.loss_cls: 0.0551, s1.acc: 95.8196, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0815, s2.loss_cls: 0.0287, s2.acc: 95.5528, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0389, loss: 0.8791 2022-05-16 10:34:02,030 - mmdet - INFO - Epoch [33][5200/7330] lr: 1.000e-05, eta: 9:58:58, time: 1.466, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1209, s0.loss_cls: 0.1181, s0.acc: 95.5005, s0.loss_bbox: 0.0712, s0.loss_mask: 0.1664, s1.loss_cls: 0.0529, s1.acc: 96.0269, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0794, s2.loss_cls: 0.0269, s2.acc: 95.8796, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0380, loss: 0.8488 2022-05-16 10:35:14,962 - mmdet - INFO - Epoch [33][5250/7330] lr: 1.000e-05, eta: 9:57:44, time: 1.459, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1285, s0.loss_cls: 0.1210, s0.acc: 95.3364, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1700, s1.loss_cls: 0.0543, s1.acc: 95.8839, s1.loss_bbox: 0.0866, s1.loss_mask: 0.0807, s2.loss_cls: 0.0277, s2.acc: 95.7356, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0383, loss: 0.8759 2022-05-16 10:36:28,210 - mmdet - INFO - Epoch [33][5300/7330] lr: 1.000e-05, eta: 9:56:29, time: 1.465, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1240, s0.loss_cls: 0.1158, s0.acc: 95.5222, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1703, s1.loss_cls: 0.0507, s1.acc: 96.0836, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0808, s2.loss_cls: 0.0263, s2.acc: 95.9538, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0384, loss: 0.8600 2022-05-16 10:37:40,433 - mmdet - INFO - Epoch [33][5350/7330] lr: 1.000e-05, eta: 9:55:14, time: 1.444, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1235, s0.loss_cls: 0.1189, s0.acc: 95.4590, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1726, s1.loss_cls: 0.0535, s1.acc: 95.9428, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0825, s2.loss_cls: 0.0270, s2.acc: 95.7790, s2.loss_bbox: 0.0597, s2.loss_mask: 0.0393, loss: 0.8685 2022-05-16 10:38:53,371 - mmdet - INFO - Epoch [33][5400/7330] lr: 1.000e-05, eta: 9:54:00, time: 1.459, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1312, s0.loss_cls: 0.1151, s0.acc: 95.6340, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1708, s1.loss_cls: 0.0508, s1.acc: 96.1451, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0818, s2.loss_cls: 0.0261, s2.acc: 95.9258, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0389, loss: 0.8649 2022-05-16 10:40:06,427 - mmdet - INFO - Epoch [33][5450/7330] lr: 1.000e-05, eta: 9:52:45, time: 1.461, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1234, s0.loss_cls: 0.1155, s0.acc: 95.5767, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1685, s1.loss_cls: 0.0511, s1.acc: 96.1522, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0805, s2.loss_cls: 0.0263, s2.acc: 95.9415, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0384, loss: 0.8492 2022-05-16 10:41:19,073 - mmdet - INFO - Epoch [33][5500/7330] lr: 1.000e-05, eta: 9:51:30, time: 1.453, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1231, s0.loss_cls: 0.1190, s0.acc: 95.4475, s0.loss_bbox: 0.0705, s0.loss_mask: 0.1715, s1.loss_cls: 0.0527, s1.acc: 95.9894, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0815, s2.loss_cls: 0.0269, s2.acc: 95.8196, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0385, loss: 0.8615 2022-05-16 10:42:32,893 - mmdet - INFO - Epoch [33][5550/7330] lr: 1.000e-05, eta: 9:50:16, time: 1.476, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1288, s0.loss_cls: 0.1125, s0.acc: 95.6895, s0.loss_bbox: 0.0665, s0.loss_mask: 0.1693, s1.loss_cls: 0.0497, s1.acc: 96.1573, s1.loss_bbox: 0.0803, s1.loss_mask: 0.0801, s2.loss_cls: 0.0255, s2.acc: 96.0450, s2.loss_bbox: 0.0560, s2.loss_mask: 0.0380, loss: 0.8397 2022-05-16 10:43:45,893 - mmdet - INFO - Epoch [33][5600/7330] lr: 1.000e-05, eta: 9:49:01, time: 1.460, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0234, loss_semantic_seg: 0.1225, s0.loss_cls: 0.1232, s0.acc: 95.2881, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1713, s1.loss_cls: 0.0545, s1.acc: 95.7710, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0813, s2.loss_cls: 0.0274, s2.acc: 95.7968, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0388, loss: 0.8783 2022-05-16 10:44:58,238 - mmdet - INFO - Epoch [33][5650/7330] lr: 1.000e-05, eta: 9:47:46, time: 1.447, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1225, s0.loss_cls: 0.1091, s0.acc: 95.8228, s0.loss_bbox: 0.0644, s0.loss_mask: 0.1664, s1.loss_cls: 0.0478, s1.acc: 96.3437, s1.loss_bbox: 0.0795, s1.loss_mask: 0.0794, s2.loss_cls: 0.0250, s2.acc: 96.1475, s2.loss_bbox: 0.0551, s2.loss_mask: 0.0378, loss: 0.8200 2022-05-16 10:46:12,636 - mmdet - INFO - Epoch [33][5700/7330] lr: 1.000e-05, eta: 9:46:32, time: 1.487, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1239, s0.loss_cls: 0.1171, s0.acc: 95.5063, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1707, s1.loss_cls: 0.0518, s1.acc: 96.0450, s1.loss_bbox: 0.0829, s1.loss_mask: 0.0819, s2.loss_cls: 0.0262, s2.acc: 95.9600, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0390, loss: 0.8575 2022-05-16 10:47:26,053 - mmdet - INFO - Epoch [33][5750/7330] lr: 1.000e-05, eta: 9:45:17, time: 1.469, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1209, s0.loss_cls: 0.1125, s0.acc: 95.7419, s0.loss_bbox: 0.0658, s0.loss_mask: 0.1670, s1.loss_cls: 0.0493, s1.acc: 96.2971, s1.loss_bbox: 0.0777, s1.loss_mask: 0.0791, s2.loss_cls: 0.0245, s2.acc: 96.2522, s2.loss_bbox: 0.0547, s2.loss_mask: 0.0377, loss: 0.8239 2022-05-16 10:48:38,568 - mmdet - INFO - Epoch [33][5800/7330] lr: 1.000e-05, eta: 9:44:03, time: 1.450, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1292, s0.loss_cls: 0.1132, s0.acc: 95.6592, s0.loss_bbox: 0.0679, s0.loss_mask: 0.1657, s1.loss_cls: 0.0491, s1.acc: 96.2445, s1.loss_bbox: 0.0806, s1.loss_mask: 0.0785, s2.loss_cls: 0.0253, s2.acc: 96.1206, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0373, loss: 0.8393 2022-05-16 10:49:51,692 - mmdet - INFO - Epoch [33][5850/7330] lr: 1.000e-05, eta: 9:42:48, time: 1.462, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1229, s0.loss_cls: 0.1083, s0.acc: 95.7898, s0.loss_bbox: 0.0668, s0.loss_mask: 0.1668, s1.loss_cls: 0.0474, s1.acc: 96.3390, s1.loss_bbox: 0.0803, s1.loss_mask: 0.0791, s2.loss_cls: 0.0243, s2.acc: 96.1557, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0377, loss: 0.8231 2022-05-16 10:51:03,997 - mmdet - INFO - Epoch [33][5900/7330] lr: 1.000e-05, eta: 9:41:33, time: 1.446, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1235, s0.loss_cls: 0.1091, s0.acc: 95.8098, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1672, s1.loss_cls: 0.0469, s1.acc: 96.4396, s1.loss_bbox: 0.0820, s1.loss_mask: 0.0796, s2.loss_cls: 0.0243, s2.acc: 96.2604, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0379, loss: 0.8324 2022-05-16 10:52:16,892 - mmdet - INFO - Epoch [33][5950/7330] lr: 1.000e-05, eta: 9:40:19, time: 1.458, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1282, s0.loss_cls: 0.1095, s0.acc: 95.7336, s0.loss_bbox: 0.0657, s0.loss_mask: 0.1681, s1.loss_cls: 0.0483, s1.acc: 96.2313, s1.loss_bbox: 0.0807, s1.loss_mask: 0.0801, s2.loss_cls: 0.0249, s2.acc: 96.1490, s2.loss_bbox: 0.0552, s2.loss_mask: 0.0382, loss: 0.8320 2022-05-16 10:53:29,134 - mmdet - INFO - Epoch [33][6000/7330] lr: 1.000e-05, eta: 9:39:04, time: 1.444, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0194, loss_semantic_seg: 0.1242, s0.loss_cls: 0.1108, s0.acc: 95.7077, s0.loss_bbox: 0.0665, s0.loss_mask: 0.1668, s1.loss_cls: 0.0474, s1.acc: 96.3162, s1.loss_bbox: 0.0821, s1.loss_mask: 0.0796, s2.loss_cls: 0.0250, s2.acc: 96.1269, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0379, loss: 0.8310 2022-05-16 10:54:41,272 - mmdet - INFO - Epoch [33][6050/7330] lr: 1.000e-05, eta: 9:37:49, time: 1.443, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0188, loss_semantic_seg: 0.1204, s0.loss_cls: 0.1095, s0.acc: 95.7979, s0.loss_bbox: 0.0670, s0.loss_mask: 0.1664, s1.loss_cls: 0.0477, s1.acc: 96.2826, s1.loss_bbox: 0.0812, s1.loss_mask: 0.0792, s2.loss_cls: 0.0246, s2.acc: 96.2183, s2.loss_bbox: 0.0553, s2.loss_mask: 0.0377, loss: 0.8214 2022-05-16 10:55:53,069 - mmdet - INFO - Epoch [33][6100/7330] lr: 1.000e-05, eta: 9:36:34, time: 1.436, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1180, s0.loss_cls: 0.1072, s0.acc: 95.8992, s0.loss_bbox: 0.0635, s0.loss_mask: 0.1634, s1.loss_cls: 0.0470, s1.acc: 96.4457, s1.loss_bbox: 0.0771, s1.loss_mask: 0.0781, s2.loss_cls: 0.0241, s2.acc: 96.3557, s2.loss_bbox: 0.0541, s2.loss_mask: 0.0372, loss: 0.8015 2022-05-16 10:57:06,432 - mmdet - INFO - Epoch [33][6150/7330] lr: 1.000e-05, eta: 9:35:20, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1253, s0.loss_cls: 0.1191, s0.acc: 95.3899, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1744, s1.loss_cls: 0.0531, s1.acc: 95.9027, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0825, s2.loss_cls: 0.0277, s2.acc: 95.7098, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0390, loss: 0.8773 2022-05-16 10:58:19,736 - mmdet - INFO - Epoch [33][6200/7330] lr: 1.000e-05, eta: 9:34:05, time: 1.466, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0192, loss_semantic_seg: 0.1287, s0.loss_cls: 0.1152, s0.acc: 95.5696, s0.loss_bbox: 0.0661, s0.loss_mask: 0.1668, s1.loss_cls: 0.0507, s1.acc: 96.1039, s1.loss_bbox: 0.0818, s1.loss_mask: 0.0795, s2.loss_cls: 0.0261, s2.acc: 95.9074, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0376, loss: 0.8424 2022-05-16 10:59:32,908 - mmdet - INFO - Epoch [33][6250/7330] lr: 1.000e-05, eta: 9:32:51, time: 1.464, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1215, s0.loss_cls: 0.1154, s0.acc: 95.5710, s0.loss_bbox: 0.0680, s0.loss_mask: 0.1704, s1.loss_cls: 0.0511, s1.acc: 96.1433, s1.loss_bbox: 0.0826, s1.loss_mask: 0.0811, s2.loss_cls: 0.0266, s2.acc: 95.9414, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0386, loss: 0.8468 2022-05-16 11:00:46,353 - mmdet - INFO - Epoch [33][6300/7330] lr: 1.000e-05, eta: 9:31:36, time: 1.469, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1259, s0.loss_cls: 0.1131, s0.acc: 95.7429, s0.loss_bbox: 0.0679, s0.loss_mask: 0.1691, s1.loss_cls: 0.0496, s1.acc: 96.3148, s1.loss_bbox: 0.0807, s1.loss_mask: 0.0809, s2.loss_cls: 0.0254, s2.acc: 96.1351, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0387, loss: 0.8415 2022-05-16 11:01:59,385 - mmdet - INFO - Epoch [33][6350/7330] lr: 1.000e-05, eta: 9:30:21, time: 1.461, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0189, loss_semantic_seg: 0.1215, s0.loss_cls: 0.1050, s0.acc: 95.9785, s0.loss_bbox: 0.0630, s0.loss_mask: 0.1642, s1.loss_cls: 0.0454, s1.acc: 96.5711, s1.loss_bbox: 0.0789, s1.loss_mask: 0.0783, s2.loss_cls: 0.0235, s2.acc: 96.3603, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0375, loss: 0.8053 2022-05-16 11:03:12,083 - mmdet - INFO - Epoch [33][6400/7330] lr: 1.000e-05, eta: 9:29:07, time: 1.454, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1276, s0.loss_cls: 0.1123, s0.acc: 95.6541, s0.loss_bbox: 0.0668, s0.loss_mask: 0.1694, s1.loss_cls: 0.0489, s1.acc: 96.2263, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0807, s2.loss_cls: 0.0257, s2.acc: 95.9755, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0384, loss: 0.8398 2022-05-16 11:04:25,293 - mmdet - INFO - Epoch [33][6450/7330] lr: 1.000e-05, eta: 9:27:52, time: 1.464, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1244, s0.loss_cls: 0.1212, s0.acc: 95.4187, s0.loss_bbox: 0.0691, s0.loss_mask: 0.1713, s1.loss_cls: 0.0539, s1.acc: 95.9589, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0811, s2.loss_cls: 0.0276, s2.acc: 95.8997, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0386, loss: 0.8606 2022-05-16 11:05:38,172 - mmdet - INFO - Epoch [33][6500/7330] lr: 1.000e-05, eta: 9:26:38, time: 1.458, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1243, s0.loss_cls: 0.1195, s0.acc: 95.3911, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1711, s1.loss_cls: 0.0524, s1.acc: 96.0215, s1.loss_bbox: 0.0874, s1.loss_mask: 0.0815, s2.loss_cls: 0.0270, s2.acc: 95.8175, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0387, loss: 0.8706 2022-05-16 11:06:51,482 - mmdet - INFO - Epoch [33][6550/7330] lr: 1.000e-05, eta: 9:25:23, time: 1.466, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1280, s0.loss_cls: 0.1251, s0.acc: 95.2136, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1787, s1.loss_cls: 0.0558, s1.acc: 95.7108, s1.loss_bbox: 0.0893, s1.loss_mask: 0.0854, s2.loss_cls: 0.0290, s2.acc: 95.5154, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0409, loss: 0.9045 2022-05-16 11:08:05,897 - mmdet - INFO - Epoch [33][6600/7330] lr: 1.000e-05, eta: 9:24:08, time: 1.488, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1207, s0.loss_cls: 0.1142, s0.acc: 95.6184, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1706, s1.loss_cls: 0.0498, s1.acc: 96.3012, s1.loss_bbox: 0.0817, s1.loss_mask: 0.0809, s2.loss_cls: 0.0254, s2.acc: 96.2071, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0387, loss: 0.8425 2022-05-16 11:09:19,412 - mmdet - INFO - Epoch [33][6650/7330] lr: 1.000e-05, eta: 9:22:54, time: 1.470, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1237, s0.loss_cls: 0.1131, s0.acc: 95.7075, s0.loss_bbox: 0.0673, s0.loss_mask: 0.1686, s1.loss_cls: 0.0490, s1.acc: 96.3031, s1.loss_bbox: 0.0807, s1.loss_mask: 0.0806, s2.loss_cls: 0.0250, s2.acc: 96.1289, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0386, loss: 0.8370 2022-05-16 11:10:32,920 - mmdet - INFO - Epoch [33][6700/7330] lr: 1.000e-05, eta: 9:21:39, time: 1.470, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1233, s0.loss_cls: 0.1124, s0.acc: 95.7383, s0.loss_bbox: 0.0670, s0.loss_mask: 0.1681, s1.loss_cls: 0.0493, s1.acc: 96.2674, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0801, s2.loss_cls: 0.0255, s2.acc: 96.0882, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0384, loss: 0.8379 2022-05-16 11:11:46,529 - mmdet - INFO - Epoch [33][6750/7330] lr: 1.000e-05, eta: 9:20:25, time: 1.472, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1239, s0.loss_cls: 0.1151, s0.acc: 95.5867, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1728, s1.loss_cls: 0.0516, s1.acc: 96.0744, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0827, s2.loss_cls: 0.0262, s2.acc: 95.9450, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0395, loss: 0.8596 2022-05-16 11:12:59,688 - mmdet - INFO - Epoch [33][6800/7330] lr: 1.000e-05, eta: 9:19:10, time: 1.463, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1238, s0.loss_cls: 0.1150, s0.acc: 95.6292, s0.loss_bbox: 0.0661, s0.loss_mask: 0.1670, s1.loss_cls: 0.0512, s1.acc: 96.1698, s1.loss_bbox: 0.0793, s1.loss_mask: 0.0797, s2.loss_cls: 0.0258, s2.acc: 96.1853, s2.loss_bbox: 0.0561, s2.loss_mask: 0.0382, loss: 0.8355 2022-05-16 11:14:14,064 - mmdet - INFO - Epoch [33][6850/7330] lr: 1.000e-05, eta: 9:17:56, time: 1.488, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1239, s0.loss_cls: 0.1146, s0.acc: 95.5793, s0.loss_bbox: 0.0675, s0.loss_mask: 0.1677, s1.loss_cls: 0.0508, s1.acc: 96.1358, s1.loss_bbox: 0.0817, s1.loss_mask: 0.0809, s2.loss_cls: 0.0265, s2.acc: 95.9553, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0388, loss: 0.8450 2022-05-16 11:15:27,523 - mmdet - INFO - Epoch [33][6900/7330] lr: 1.000e-05, eta: 9:16:41, time: 1.469, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1190, s0.loss_cls: 0.1189, s0.acc: 95.4871, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1705, s1.loss_cls: 0.0515, s1.acc: 96.1028, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0814, s2.loss_cls: 0.0275, s2.acc: 95.8072, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0387, loss: 0.8539 2022-05-16 11:16:41,224 - mmdet - INFO - Epoch [33][6950/7330] lr: 1.000e-05, eta: 9:15:26, time: 1.475, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1272, s0.loss_cls: 0.1156, s0.acc: 95.6609, s0.loss_bbox: 0.0671, s0.loss_mask: 0.1699, s1.loss_cls: 0.0504, s1.acc: 96.2245, s1.loss_bbox: 0.0818, s1.loss_mask: 0.0808, s2.loss_cls: 0.0255, s2.acc: 96.1227, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0385, loss: 0.8483 2022-05-16 11:17:55,266 - mmdet - INFO - Epoch [33][7000/7330] lr: 1.000e-05, eta: 9:14:12, time: 1.481, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1282, s0.loss_cls: 0.1182, s0.acc: 95.5129, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1710, s1.loss_cls: 0.0527, s1.acc: 96.1405, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0814, s2.loss_cls: 0.0270, s2.acc: 95.9909, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0387, loss: 0.8625 2022-05-16 11:19:09,398 - mmdet - INFO - Epoch [33][7050/7330] lr: 1.000e-05, eta: 9:12:57, time: 1.482, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1253, s0.loss_cls: 0.1158, s0.acc: 95.5647, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1673, s1.loss_cls: 0.0510, s1.acc: 96.1034, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0795, s2.loss_cls: 0.0261, s2.acc: 95.9803, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0377, loss: 0.8438 2022-05-16 11:20:22,102 - mmdet - INFO - Epoch [33][7100/7330] lr: 1.000e-05, eta: 9:11:43, time: 1.455, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1256, s0.loss_cls: 0.1130, s0.acc: 95.6882, s0.loss_bbox: 0.0659, s0.loss_mask: 0.1628, s1.loss_cls: 0.0495, s1.acc: 96.2493, s1.loss_bbox: 0.0788, s1.loss_mask: 0.0780, s2.loss_cls: 0.0255, s2.acc: 96.1170, s2.loss_bbox: 0.0539, s2.loss_mask: 0.0371, loss: 0.8240 2022-05-16 11:21:35,696 - mmdet - INFO - Epoch [33][7150/7330] lr: 1.000e-05, eta: 9:10:28, time: 1.471, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1250, s0.loss_cls: 0.1177, s0.acc: 95.5625, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1696, s1.loss_cls: 0.0508, s1.acc: 96.1819, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0805, s2.loss_cls: 0.0254, s2.acc: 96.1425, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0383, loss: 0.8563 2022-05-16 11:22:48,144 - mmdet - INFO - Epoch [33][7200/7330] lr: 1.000e-05, eta: 9:09:13, time: 1.449, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1254, s0.loss_cls: 0.1124, s0.acc: 95.6887, s0.loss_bbox: 0.0669, s0.loss_mask: 0.1695, s1.loss_cls: 0.0495, s1.acc: 96.1653, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0814, s2.loss_cls: 0.0255, s2.acc: 96.0568, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0391, loss: 0.8465 2022-05-16 11:24:00,379 - mmdet - INFO - Epoch [33][7250/7330] lr: 1.000e-05, eta: 9:07:59, time: 1.445, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1263, s0.loss_cls: 0.1168, s0.acc: 95.5283, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1716, s1.loss_cls: 0.0518, s1.acc: 96.0717, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0817, s2.loss_cls: 0.0267, s2.acc: 95.8752, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0388, loss: 0.8626 2022-05-16 11:25:12,861 - mmdet - INFO - Epoch [33][7300/7330] lr: 1.000e-05, eta: 9:06:44, time: 1.450, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1170, s0.loss_cls: 0.1071, s0.acc: 95.9111, s0.loss_bbox: 0.0638, s0.loss_mask: 0.1649, s1.loss_cls: 0.0470, s1.acc: 96.4367, s1.loss_bbox: 0.0780, s1.loss_mask: 0.0790, s2.loss_cls: 0.0248, s2.acc: 96.2074, s2.loss_bbox: 0.0561, s2.loss_mask: 0.0377, loss: 0.8077 2022-05-16 11:26:16,093 - mmdet - INFO - Saving checkpoint at 33 epochs 2022-05-16 11:31:38,032 - mmdet - INFO - Evaluating bbox... 2022-05-16 11:32:16,121 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.577 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.765 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.635 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.435 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.615 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.721 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.736 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.736 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.736 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.768 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.859 2022-05-16 11:32:16,123 - mmdet - INFO - Evaluating segm... 2022-05-16 11:33:03,769 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.502 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.745 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.549 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.327 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.534 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.681 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 ] = 0.500 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.670 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.775 2022-05-16 11:33:04,562 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 11:33:04,564 - mmdet - INFO - Epoch(val) [33][313] bbox_mAP: 0.5770, bbox_mAP_50: 0.7650, bbox_mAP_75: 0.6350, bbox_mAP_s: 0.4350, bbox_mAP_m: 0.6150, bbox_mAP_l: 0.7210, bbox_mAP_copypaste: 0.577 0.765 0.635 0.435 0.615 0.721, segm_mAP: 0.5020, segm_mAP_50: 0.7450, segm_mAP_75: 0.5490, segm_mAP_s: 0.3270, segm_mAP_m: 0.5340, segm_mAP_l: 0.6810, segm_mAP_copypaste: 0.502 0.745 0.549 0.327 0.534 0.681 2022-05-16 11:38:44,319 - mmdet - INFO - Epoch [34][50/7330] lr: 1.000e-06, eta: 9:05:05, time: 6.795, data_time: 5.316, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1207, s0.loss_cls: 0.1152, s0.acc: 95.5554, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1674, s1.loss_cls: 0.0505, s1.acc: 96.1609, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0797, s2.loss_cls: 0.0263, s2.acc: 95.9970, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0378, loss: 0.8449 2022-05-16 11:39:57,522 - mmdet - INFO - Epoch [34][100/7330] lr: 1.000e-06, eta: 9:03:50, time: 1.464, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1210, s0.loss_cls: 0.1210, s0.acc: 95.3594, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1697, s1.loss_cls: 0.0534, s1.acc: 95.8788, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0815, s2.loss_cls: 0.0272, s2.acc: 95.7500, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0388, loss: 0.8615 2022-05-16 11:41:10,901 - mmdet - INFO - Epoch [34][150/7330] lr: 1.000e-06, eta: 9:02:36, time: 1.467, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1228, s0.loss_cls: 0.1168, s0.acc: 95.5265, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1710, s1.loss_cls: 0.0508, s1.acc: 96.1286, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0815, s2.loss_cls: 0.0259, s2.acc: 95.9634, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0390, loss: 0.8588 2022-05-16 11:42:24,325 - mmdet - INFO - Epoch [34][200/7330] lr: 1.000e-06, eta: 9:01:21, time: 1.469, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1128, s0.loss_cls: 0.1160, s0.acc: 95.5427, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1686, s1.loss_cls: 0.0496, s1.acc: 96.1954, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0803, s2.loss_cls: 0.0263, s2.acc: 95.9757, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0384, loss: 0.8404 2022-05-16 11:43:37,452 - mmdet - INFO - Epoch [34][250/7330] lr: 1.000e-06, eta: 9:00:06, time: 1.462, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1215, s0.loss_cls: 0.1159, s0.acc: 95.6133, s0.loss_bbox: 0.0685, s0.loss_mask: 0.1708, s1.loss_cls: 0.0515, s1.acc: 96.1588, s1.loss_bbox: 0.0812, s1.loss_mask: 0.0814, s2.loss_cls: 0.0260, s2.acc: 96.0244, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0387, loss: 0.8492 2022-05-16 11:44:50,045 - mmdet - INFO - Epoch [34][300/7330] lr: 1.000e-06, eta: 8:58:52, time: 1.452, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1172, s0.loss_cls: 0.1196, s0.acc: 95.3650, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1703, s1.loss_cls: 0.0524, s1.acc: 95.9796, s1.loss_bbox: 0.0849, s1.loss_mask: 0.0807, s2.loss_cls: 0.0266, s2.acc: 95.8503, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0382, loss: 0.8539 2022-05-16 11:46:03,115 - mmdet - INFO - Epoch [34][350/7330] lr: 1.000e-06, eta: 8:57:37, time: 1.462, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1262, s0.loss_cls: 0.1111, s0.acc: 95.7866, s0.loss_bbox: 0.0662, s0.loss_mask: 0.1653, s1.loss_cls: 0.0488, s1.acc: 96.3158, s1.loss_bbox: 0.0798, s1.loss_mask: 0.0792, s2.loss_cls: 0.0252, s2.acc: 96.1411, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0375, loss: 0.8301 2022-05-16 11:47:16,103 - mmdet - INFO - Epoch [34][400/7330] lr: 1.000e-06, eta: 8:56:22, time: 1.460, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1201, s0.loss_cls: 0.1160, s0.acc: 95.5649, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1687, s1.loss_cls: 0.0510, s1.acc: 96.1519, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0803, s2.loss_cls: 0.0260, s2.acc: 96.0342, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0383, loss: 0.8478 2022-05-16 11:48:28,947 - mmdet - INFO - Epoch [34][450/7330] lr: 1.000e-06, eta: 8:55:08, time: 1.457, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1208, s0.loss_cls: 0.1148, s0.acc: 95.6516, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1701, s1.loss_cls: 0.0500, s1.acc: 96.2301, s1.loss_bbox: 0.0800, s1.loss_mask: 0.0809, s2.loss_cls: 0.0260, s2.acc: 96.0782, s2.loss_bbox: 0.0547, s2.loss_mask: 0.0386, loss: 0.8397 2022-05-16 11:49:42,044 - mmdet - INFO - Epoch [34][500/7330] lr: 1.000e-06, eta: 8:53:53, time: 1.462, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1224, s0.loss_cls: 0.1170, s0.acc: 95.5796, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1678, s1.loss_cls: 0.0515, s1.acc: 96.1923, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0800, s2.loss_cls: 0.0266, s2.acc: 96.0612, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0378, loss: 0.8490 2022-05-16 11:50:55,876 - mmdet - INFO - Epoch [34][550/7330] lr: 1.000e-06, eta: 8:52:38, time: 1.474, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1222, s0.loss_cls: 0.1161, s0.acc: 95.6021, s0.loss_bbox: 0.0678, s0.loss_mask: 0.1703, s1.loss_cls: 0.0516, s1.acc: 96.1106, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0815, s2.loss_cls: 0.0263, s2.acc: 95.9764, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0390, loss: 0.8483 2022-05-16 11:52:09,436 - mmdet - INFO - Epoch [34][600/7330] lr: 1.000e-06, eta: 8:51:24, time: 1.473, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1248, s0.loss_cls: 0.1180, s0.acc: 95.4314, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1688, s1.loss_cls: 0.0528, s1.acc: 96.0412, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0800, s2.loss_cls: 0.0268, s2.acc: 95.8123, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0379, loss: 0.8556 2022-05-16 11:53:22,224 - mmdet - INFO - Epoch [34][650/7330] lr: 1.000e-06, eta: 8:50:09, time: 1.456, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1259, s0.loss_cls: 0.1135, s0.acc: 95.6775, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1688, s1.loss_cls: 0.0488, s1.acc: 96.3226, s1.loss_bbox: 0.0812, s1.loss_mask: 0.0803, s2.loss_cls: 0.0251, s2.acc: 96.1534, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0383, loss: 0.8413 2022-05-16 11:54:34,973 - mmdet - INFO - Epoch [34][700/7330] lr: 1.000e-06, eta: 8:48:54, time: 1.454, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1198, s0.loss_cls: 0.1118, s0.acc: 95.6929, s0.loss_bbox: 0.0668, s0.loss_mask: 0.1669, s1.loss_cls: 0.0489, s1.acc: 96.3154, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0801, s2.loss_cls: 0.0261, s2.acc: 96.0857, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0381, loss: 0.8343 2022-05-16 11:55:47,301 - mmdet - INFO - Epoch [34][750/7330] lr: 1.000e-06, eta: 8:47:40, time: 1.447, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0194, loss_semantic_seg: 0.1249, s0.loss_cls: 0.1137, s0.acc: 95.6968, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1678, s1.loss_cls: 0.0491, s1.acc: 96.3432, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0797, s2.loss_cls: 0.0251, s2.acc: 96.1644, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0380, loss: 0.8415 2022-05-16 11:56:59,713 - mmdet - INFO - Epoch [34][800/7330] lr: 1.000e-06, eta: 8:46:25, time: 1.448, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1234, s0.loss_cls: 0.1111, s0.acc: 95.7163, s0.loss_bbox: 0.0679, s0.loss_mask: 0.1639, s1.loss_cls: 0.0481, s1.acc: 96.2994, s1.loss_bbox: 0.0821, s1.loss_mask: 0.0783, s2.loss_cls: 0.0251, s2.acc: 96.1487, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0373, loss: 0.8285 2022-05-16 11:58:12,762 - mmdet - INFO - Epoch [34][850/7330] lr: 1.000e-06, eta: 8:45:10, time: 1.461, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1195, s0.loss_cls: 0.1129, s0.acc: 95.6001, s0.loss_bbox: 0.0671, s0.loss_mask: 0.1669, s1.loss_cls: 0.0496, s1.acc: 96.1351, s1.loss_bbox: 0.0814, s1.loss_mask: 0.0798, s2.loss_cls: 0.0254, s2.acc: 96.0227, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0380, loss: 0.8338 2022-05-16 11:59:25,152 - mmdet - INFO - Epoch [34][900/7330] lr: 1.000e-06, eta: 8:43:56, time: 1.448, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1178, s0.loss_cls: 0.1138, s0.acc: 95.6565, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1686, s1.loss_cls: 0.0498, s1.acc: 96.2078, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0802, s2.loss_cls: 0.0256, s2.acc: 95.9944, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0383, loss: 0.8422 2022-05-16 12:00:40,031 - mmdet - INFO - Epoch [34][950/7330] lr: 1.000e-06, eta: 8:42:41, time: 1.497, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1245, s0.loss_cls: 0.1128, s0.acc: 95.6416, s0.loss_bbox: 0.0651, s0.loss_mask: 0.1672, s1.loss_cls: 0.0503, s1.acc: 96.1966, s1.loss_bbox: 0.0806, s1.loss_mask: 0.0792, s2.loss_cls: 0.0255, s2.acc: 96.0021, s2.loss_bbox: 0.0560, s2.loss_mask: 0.0379, loss: 0.8362 2022-05-16 12:01:52,193 - mmdet - INFO - Epoch [34][1000/7330] lr: 1.000e-06, eta: 8:41:26, time: 1.443, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1265, s0.loss_cls: 0.1155, s0.acc: 95.5919, s0.loss_bbox: 0.0724, s0.loss_mask: 0.1692, s1.loss_cls: 0.0508, s1.acc: 96.2017, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0807, s2.loss_cls: 0.0256, s2.acc: 96.0865, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0384, loss: 0.8562 2022-05-16 12:03:06,374 - mmdet - INFO - Epoch [34][1050/7330] lr: 1.000e-06, eta: 8:40:12, time: 1.483, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1248, s0.loss_cls: 0.1157, s0.acc: 95.5422, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1688, s1.loss_cls: 0.0515, s1.acc: 96.0881, s1.loss_bbox: 0.0829, s1.loss_mask: 0.0806, s2.loss_cls: 0.0265, s2.acc: 95.8605, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0384, loss: 0.8522 2022-05-16 12:04:19,533 - mmdet - INFO - Epoch [34][1100/7330] lr: 1.000e-06, eta: 8:38:57, time: 1.463, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1220, s0.loss_cls: 0.1108, s0.acc: 95.7795, s0.loss_bbox: 0.0666, s0.loss_mask: 0.1669, s1.loss_cls: 0.0483, s1.acc: 96.2881, s1.loss_bbox: 0.0801, s1.loss_mask: 0.0792, s2.loss_cls: 0.0248, s2.acc: 96.1973, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0379, loss: 0.8270 2022-05-16 12:05:33,250 - mmdet - INFO - Epoch [34][1150/7330] lr: 1.000e-06, eta: 8:37:43, time: 1.476, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1223, s0.loss_cls: 0.1181, s0.acc: 95.4964, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1692, s1.loss_cls: 0.0521, s1.acc: 96.0642, s1.loss_bbox: 0.0828, s1.loss_mask: 0.0803, s2.loss_cls: 0.0269, s2.acc: 95.8939, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0380, loss: 0.8525 2022-05-16 12:06:45,729 - mmdet - INFO - Epoch [34][1200/7330] lr: 1.000e-06, eta: 8:36:28, time: 1.449, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1274, s0.loss_cls: 0.1138, s0.acc: 95.5916, s0.loss_bbox: 0.0666, s0.loss_mask: 0.1696, s1.loss_cls: 0.0490, s1.acc: 96.2135, s1.loss_bbox: 0.0807, s1.loss_mask: 0.0811, s2.loss_cls: 0.0255, s2.acc: 96.0488, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0387, loss: 0.8433 2022-05-16 12:07:59,652 - mmdet - INFO - Epoch [34][1250/7330] lr: 1.000e-06, eta: 8:35:13, time: 1.478, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1222, s0.loss_cls: 0.1223, s0.acc: 95.3357, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1729, s1.loss_cls: 0.0539, s1.acc: 95.8604, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0817, s2.loss_cls: 0.0277, s2.acc: 95.7247, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0388, loss: 0.8722 2022-05-16 12:09:12,688 - mmdet - INFO - Epoch [34][1300/7330] lr: 1.000e-06, eta: 8:33:59, time: 1.461, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1225, s0.loss_cls: 0.1179, s0.acc: 95.5488, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1718, s1.loss_cls: 0.0510, s1.acc: 96.1845, s1.loss_bbox: 0.0877, s1.loss_mask: 0.0820, s2.loss_cls: 0.0264, s2.acc: 95.9524, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0391, loss: 0.8639 2022-05-16 12:10:26,824 - mmdet - INFO - Epoch [34][1350/7330] lr: 1.000e-06, eta: 8:32:44, time: 1.483, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1248, s0.loss_cls: 0.1133, s0.acc: 95.7683, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1675, s1.loss_cls: 0.0497, s1.acc: 96.3279, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0796, s2.loss_cls: 0.0255, s2.acc: 96.1289, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0381, loss: 0.8466 2022-05-16 12:11:40,550 - mmdet - INFO - Epoch [34][1400/7330] lr: 1.000e-06, eta: 8:31:29, time: 1.475, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1154, s0.loss_cls: 0.1157, s0.acc: 95.5386, s0.loss_bbox: 0.0668, s0.loss_mask: 0.1672, s1.loss_cls: 0.0518, s1.acc: 96.0400, s1.loss_bbox: 0.0801, s1.loss_mask: 0.0801, s2.loss_cls: 0.0261, s2.acc: 96.0397, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0383, loss: 0.8337 2022-05-16 12:12:54,612 - mmdet - INFO - Epoch [34][1450/7330] lr: 1.000e-06, eta: 8:30:15, time: 1.481, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1235, s0.loss_cls: 0.1139, s0.acc: 95.6299, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1691, s1.loss_cls: 0.0495, s1.acc: 96.2176, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0808, s2.loss_cls: 0.0258, s2.acc: 96.0653, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0387, loss: 0.8485 2022-05-16 12:14:07,992 - mmdet - INFO - Epoch [34][1500/7330] lr: 1.000e-06, eta: 8:29:00, time: 1.468, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1172, s0.loss_cls: 0.1121, s0.acc: 95.7003, s0.loss_bbox: 0.0669, s0.loss_mask: 0.1659, s1.loss_cls: 0.0494, s1.acc: 96.2071, s1.loss_bbox: 0.0802, s1.loss_mask: 0.0791, s2.loss_cls: 0.0248, s2.acc: 96.1777, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0377, loss: 0.8221 2022-05-16 12:15:21,771 - mmdet - INFO - Epoch [34][1550/7330] lr: 1.000e-06, eta: 8:27:46, time: 1.475, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1272, s0.loss_cls: 0.1140, s0.acc: 95.6145, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1700, s1.loss_cls: 0.0498, s1.acc: 96.1864, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0808, s2.loss_cls: 0.0257, s2.acc: 96.0292, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0385, loss: 0.8517 2022-05-16 12:16:35,252 - mmdet - INFO - Epoch [34][1600/7330] lr: 1.000e-06, eta: 8:26:31, time: 1.470, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1216, s0.loss_cls: 0.1100, s0.acc: 95.7891, s0.loss_bbox: 0.0661, s0.loss_mask: 0.1652, s1.loss_cls: 0.0475, s1.acc: 96.3573, s1.loss_bbox: 0.0799, s1.loss_mask: 0.0789, s2.loss_cls: 0.0252, s2.acc: 96.0492, s2.loss_bbox: 0.0549, s2.loss_mask: 0.0377, loss: 0.8193 2022-05-16 12:17:48,403 - mmdet - INFO - Epoch [34][1650/7330] lr: 1.000e-06, eta: 8:25:16, time: 1.463, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0184, loss_semantic_seg: 0.1171, s0.loss_cls: 0.1095, s0.acc: 95.8357, s0.loss_bbox: 0.0654, s0.loss_mask: 0.1655, s1.loss_cls: 0.0479, s1.acc: 96.4484, s1.loss_bbox: 0.0795, s1.loss_mask: 0.0787, s2.loss_cls: 0.0246, s2.acc: 96.2803, s2.loss_bbox: 0.0556, s2.loss_mask: 0.0376, loss: 0.8115 2022-05-16 12:19:00,824 - mmdet - INFO - Epoch [34][1700/7330] lr: 1.000e-06, eta: 8:24:02, time: 1.449, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0191, loss_semantic_seg: 0.1229, s0.loss_cls: 0.1082, s0.acc: 95.8384, s0.loss_bbox: 0.0655, s0.loss_mask: 0.1641, s1.loss_cls: 0.0467, s1.acc: 96.4892, s1.loss_bbox: 0.0807, s1.loss_mask: 0.0788, s2.loss_cls: 0.0238, s2.acc: 96.3178, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0377, loss: 0.8163 2022-05-16 12:20:13,077 - mmdet - INFO - Epoch [34][1750/7330] lr: 1.000e-06, eta: 8:22:47, time: 1.445, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1240, s0.loss_cls: 0.1156, s0.acc: 95.5588, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1677, s1.loss_cls: 0.0514, s1.acc: 96.1310, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0800, s2.loss_cls: 0.0263, s2.acc: 95.9769, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0381, loss: 0.8477 2022-05-16 12:21:27,178 - mmdet - INFO - Epoch [34][1800/7330] lr: 1.000e-06, eta: 8:21:32, time: 1.482, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1232, s0.loss_cls: 0.1144, s0.acc: 95.5901, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1661, s1.loss_cls: 0.0504, s1.acc: 96.2095, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0790, s2.loss_cls: 0.0259, s2.acc: 96.0214, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0378, loss: 0.8399 2022-05-16 12:22:40,646 - mmdet - INFO - Epoch [34][1850/7330] lr: 1.000e-06, eta: 8:20:18, time: 1.467, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1244, s0.loss_cls: 0.1105, s0.acc: 95.7615, s0.loss_bbox: 0.0700, s0.loss_mask: 0.1678, s1.loss_cls: 0.0483, s1.acc: 96.3208, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0796, s2.loss_cls: 0.0245, s2.acc: 96.1868, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0380, loss: 0.8380 2022-05-16 12:23:53,685 - mmdet - INFO - Epoch [34][1900/7330] lr: 1.000e-06, eta: 8:19:03, time: 1.463, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1222, s0.loss_cls: 0.1078, s0.acc: 95.8247, s0.loss_bbox: 0.0659, s0.loss_mask: 0.1672, s1.loss_cls: 0.0481, s1.acc: 96.2734, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0794, s2.loss_cls: 0.0251, s2.acc: 96.0922, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0376, loss: 0.8220 2022-05-16 12:25:05,794 - mmdet - INFO - Epoch [34][1950/7330] lr: 1.000e-06, eta: 8:17:48, time: 1.442, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1183, s0.loss_cls: 0.1136, s0.acc: 95.6589, s0.loss_bbox: 0.0667, s0.loss_mask: 0.1686, s1.loss_cls: 0.0502, s1.acc: 96.2381, s1.loss_bbox: 0.0799, s1.loss_mask: 0.0805, s2.loss_cls: 0.0255, s2.acc: 96.1404, s2.loss_bbox: 0.0558, s2.loss_mask: 0.0383, loss: 0.8307 2022-05-16 12:26:18,109 - mmdet - INFO - Epoch [34][2000/7330] lr: 1.000e-06, eta: 8:16:34, time: 1.446, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0188, loss_semantic_seg: 0.1165, s0.loss_cls: 0.1096, s0.acc: 95.7629, s0.loss_bbox: 0.0659, s0.loss_mask: 0.1634, s1.loss_cls: 0.0471, s1.acc: 96.4219, s1.loss_bbox: 0.0803, s1.loss_mask: 0.0778, s2.loss_cls: 0.0243, s2.acc: 96.2417, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0370, loss: 0.8092 2022-05-16 12:27:30,273 - mmdet - INFO - Epoch [34][2050/7330] lr: 1.000e-06, eta: 8:15:19, time: 1.443, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1158, s0.loss_cls: 0.1137, s0.acc: 95.6631, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1684, s1.loss_cls: 0.0497, s1.acc: 96.2184, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0803, s2.loss_cls: 0.0259, s2.acc: 96.0391, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0385, loss: 0.8378 2022-05-16 12:28:43,215 - mmdet - INFO - Epoch [34][2100/7330] lr: 1.000e-06, eta: 8:14:04, time: 1.459, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1178, s0.loss_cls: 0.1117, s0.acc: 95.7283, s0.loss_bbox: 0.0660, s0.loss_mask: 0.1703, s1.loss_cls: 0.0491, s1.acc: 96.2753, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0812, s2.loss_cls: 0.0249, s2.acc: 96.2628, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0391, loss: 0.8323 2022-05-16 12:29:55,489 - mmdet - INFO - Epoch [34][2150/7330] lr: 1.000e-06, eta: 8:12:50, time: 1.445, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1215, s0.loss_cls: 0.1114, s0.acc: 95.6912, s0.loss_bbox: 0.0673, s0.loss_mask: 0.1695, s1.loss_cls: 0.0490, s1.acc: 96.1067, s1.loss_bbox: 0.0805, s1.loss_mask: 0.0806, s2.loss_cls: 0.0249, s2.acc: 95.9422, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0385, loss: 0.8339 2022-05-16 12:31:08,087 - mmdet - INFO - Epoch [34][2200/7330] lr: 1.000e-06, eta: 8:11:35, time: 1.452, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1198, s0.loss_cls: 0.1127, s0.acc: 95.5991, s0.loss_bbox: 0.0669, s0.loss_mask: 0.1684, s1.loss_cls: 0.0491, s1.acc: 96.1919, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0799, s2.loss_cls: 0.0253, s2.acc: 96.0699, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0380, loss: 0.8333 2022-05-16 12:32:20,327 - mmdet - INFO - Epoch [34][2250/7330] lr: 1.000e-06, eta: 8:10:20, time: 1.445, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1219, s0.loss_cls: 0.1116, s0.acc: 95.6841, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1698, s1.loss_cls: 0.0479, s1.acc: 96.3224, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0810, s2.loss_cls: 0.0248, s2.acc: 96.2074, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0386, loss: 0.8427 2022-05-16 12:33:34,075 - mmdet - INFO - Epoch [34][2300/7330] lr: 1.000e-06, eta: 8:09:06, time: 1.475, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1227, s0.loss_cls: 0.1135, s0.acc: 95.6963, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1651, s1.loss_cls: 0.0492, s1.acc: 96.2909, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0790, s2.loss_cls: 0.0254, s2.acc: 96.1054, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0376, loss: 0.8390 2022-05-16 12:34:46,727 - mmdet - INFO - Epoch [34][2350/7330] lr: 1.000e-06, eta: 8:07:51, time: 1.453, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1208, s0.loss_cls: 0.1076, s0.acc: 95.8237, s0.loss_bbox: 0.0648, s0.loss_mask: 0.1665, s1.loss_cls: 0.0467, s1.acc: 96.4217, s1.loss_bbox: 0.0790, s1.loss_mask: 0.0795, s2.loss_cls: 0.0241, s2.acc: 96.2928, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0381, loss: 0.8185 2022-05-16 12:35:59,042 - mmdet - INFO - Epoch [34][2400/7330] lr: 1.000e-06, eta: 8:06:36, time: 1.446, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1219, s0.loss_cls: 0.1137, s0.acc: 95.6311, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1641, s1.loss_cls: 0.0498, s1.acc: 96.1296, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0783, s2.loss_cls: 0.0251, s2.acc: 96.0200, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0371, loss: 0.8338 2022-05-16 12:37:12,135 - mmdet - INFO - Epoch [34][2450/7330] lr: 1.000e-06, eta: 8:05:22, time: 1.462, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1209, s0.loss_cls: 0.1114, s0.acc: 95.6841, s0.loss_bbox: 0.0658, s0.loss_mask: 0.1665, s1.loss_cls: 0.0494, s1.acc: 96.2032, s1.loss_bbox: 0.0784, s1.loss_mask: 0.0795, s2.loss_cls: 0.0253, s2.acc: 96.0574, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0378, loss: 0.8253 2022-05-16 12:38:24,090 - mmdet - INFO - Epoch [34][2500/7330] lr: 1.000e-06, eta: 8:04:07, time: 1.439, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0189, loss_semantic_seg: 0.1198, s0.loss_cls: 0.1100, s0.acc: 95.7388, s0.loss_bbox: 0.0659, s0.loss_mask: 0.1671, s1.loss_cls: 0.0485, s1.acc: 96.2548, s1.loss_bbox: 0.0788, s1.loss_mask: 0.0798, s2.loss_cls: 0.0243, s2.acc: 96.1584, s2.loss_bbox: 0.0548, s2.loss_mask: 0.0380, loss: 0.8188 2022-05-16 12:39:36,863 - mmdet - INFO - Epoch [34][2550/7330] lr: 1.000e-06, eta: 8:02:52, time: 1.455, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1232, s0.loss_cls: 0.1200, s0.acc: 95.3994, s0.loss_bbox: 0.0685, s0.loss_mask: 0.1691, s1.loss_cls: 0.0529, s1.acc: 95.9919, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0806, s2.loss_cls: 0.0271, s2.acc: 95.8024, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0386, loss: 0.8577 2022-05-16 12:40:48,774 - mmdet - INFO - Epoch [34][2600/7330] lr: 1.000e-06, eta: 8:01:38, time: 1.438, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1184, s0.loss_cls: 0.1153, s0.acc: 95.5317, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1692, s1.loss_cls: 0.0509, s1.acc: 96.0709, s1.loss_bbox: 0.0829, s1.loss_mask: 0.0803, s2.loss_cls: 0.0263, s2.acc: 95.8854, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0385, loss: 0.8452 2022-05-16 12:42:01,573 - mmdet - INFO - Epoch [34][2650/7330] lr: 1.000e-06, eta: 8:00:23, time: 1.456, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0189, loss_semantic_seg: 0.1176, s0.loss_cls: 0.1046, s0.acc: 95.9807, s0.loss_bbox: 0.0624, s0.loss_mask: 0.1620, s1.loss_cls: 0.0449, s1.acc: 96.6198, s1.loss_bbox: 0.0779, s1.loss_mask: 0.0775, s2.loss_cls: 0.0232, s2.acc: 96.4488, s2.loss_bbox: 0.0547, s2.loss_mask: 0.0367, loss: 0.7919 2022-05-16 12:43:13,475 - mmdet - INFO - Epoch [34][2700/7330] lr: 1.000e-06, eta: 7:59:08, time: 1.438, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1148, s0.loss_cls: 0.1134, s0.acc: 95.5559, s0.loss_bbox: 0.0666, s0.loss_mask: 0.1636, s1.loss_cls: 0.0500, s1.acc: 96.1225, s1.loss_bbox: 0.0798, s1.loss_mask: 0.0777, s2.loss_cls: 0.0256, s2.acc: 96.0251, s2.loss_bbox: 0.0557, s2.loss_mask: 0.0369, loss: 0.8191 2022-05-16 12:44:26,547 - mmdet - INFO - Epoch [34][2750/7330] lr: 1.000e-06, eta: 7:57:54, time: 1.462, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1296, s0.loss_cls: 0.1176, s0.acc: 95.5144, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1695, s1.loss_cls: 0.0512, s1.acc: 96.1436, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0806, s2.loss_cls: 0.0263, s2.acc: 96.0142, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0382, loss: 0.8599 2022-05-16 12:45:38,629 - mmdet - INFO - Epoch [34][2800/7330] lr: 1.000e-06, eta: 7:56:39, time: 1.442, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1174, s0.loss_cls: 0.1126, s0.acc: 95.7183, s0.loss_bbox: 0.0675, s0.loss_mask: 0.1687, s1.loss_cls: 0.0502, s1.acc: 96.2249, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0810, s2.loss_cls: 0.0264, s2.acc: 95.9312, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0384, loss: 0.8356 2022-05-16 12:46:51,226 - mmdet - INFO - Epoch [34][2850/7330] lr: 1.000e-06, eta: 7:55:24, time: 1.452, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0189, loss_semantic_seg: 0.1263, s0.loss_cls: 0.1117, s0.acc: 95.7422, s0.loss_bbox: 0.0663, s0.loss_mask: 0.1629, s1.loss_cls: 0.0489, s1.acc: 96.2349, s1.loss_bbox: 0.0793, s1.loss_mask: 0.0779, s2.loss_cls: 0.0249, s2.acc: 96.1709, s2.loss_bbox: 0.0552, s2.loss_mask: 0.0371, loss: 0.8218 2022-05-16 12:48:03,300 - mmdet - INFO - Epoch [34][2900/7330] lr: 1.000e-06, eta: 7:54:09, time: 1.441, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0188, loss_semantic_seg: 0.1207, s0.loss_cls: 0.1098, s0.acc: 95.7661, s0.loss_bbox: 0.0661, s0.loss_mask: 0.1671, s1.loss_cls: 0.0477, s1.acc: 96.3676, s1.loss_bbox: 0.0798, s1.loss_mask: 0.0800, s2.loss_cls: 0.0241, s2.acc: 96.2786, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0384, loss: 0.8225 2022-05-16 12:49:14,615 - mmdet - INFO - Epoch [34][2950/7330] lr: 1.000e-06, eta: 7:52:55, time: 1.426, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1215, s0.loss_cls: 0.1108, s0.acc: 95.7107, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1681, s1.loss_cls: 0.0476, s1.acc: 96.3343, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0799, s2.loss_cls: 0.0248, s2.acc: 96.1703, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0383, loss: 0.8291 2022-05-16 12:50:27,023 - mmdet - INFO - Epoch [34][3000/7330] lr: 1.000e-06, eta: 7:51:40, time: 1.446, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1220, s0.loss_cls: 0.1145, s0.acc: 95.6180, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1669, s1.loss_cls: 0.0506, s1.acc: 96.1566, s1.loss_bbox: 0.0798, s1.loss_mask: 0.0788, s2.loss_cls: 0.0258, s2.acc: 96.0344, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0377, loss: 0.8328 2022-05-16 12:51:40,203 - mmdet - INFO - Epoch [34][3050/7330] lr: 1.000e-06, eta: 7:50:25, time: 1.466, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1243, s0.loss_cls: 0.1176, s0.acc: 95.4788, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1691, s1.loss_cls: 0.0518, s1.acc: 96.0826, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0803, s2.loss_cls: 0.0265, s2.acc: 95.9547, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0384, loss: 0.8539 2022-05-16 12:52:52,396 - mmdet - INFO - Epoch [34][3100/7330] lr: 1.000e-06, eta: 7:49:11, time: 1.443, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1192, s0.loss_cls: 0.1097, s0.acc: 95.7473, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1663, s1.loss_cls: 0.0481, s1.acc: 96.2630, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0792, s2.loss_cls: 0.0248, s2.acc: 96.1287, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0377, loss: 0.8236 2022-05-16 12:54:05,067 - mmdet - INFO - Epoch [34][3150/7330] lr: 1.000e-06, eta: 7:47:56, time: 1.454, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1213, s0.loss_cls: 0.1124, s0.acc: 95.6887, s0.loss_bbox: 0.0659, s0.loss_mask: 0.1735, s1.loss_cls: 0.0496, s1.acc: 96.1785, s1.loss_bbox: 0.0814, s1.loss_mask: 0.0838, s2.loss_cls: 0.0257, s2.acc: 95.9856, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0403, loss: 0.8436 2022-05-16 12:55:18,117 - mmdet - INFO - Epoch [34][3200/7330] lr: 1.000e-06, eta: 7:46:41, time: 1.461, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1216, s0.loss_cls: 0.1165, s0.acc: 95.5017, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1683, s1.loss_cls: 0.0513, s1.acc: 96.0890, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0797, s2.loss_cls: 0.0268, s2.acc: 95.8407, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0377, loss: 0.8483 2022-05-16 12:56:30,277 - mmdet - INFO - Epoch [34][3250/7330] lr: 1.000e-06, eta: 7:45:27, time: 1.443, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1235, s0.loss_cls: 0.1152, s0.acc: 95.6001, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1693, s1.loss_cls: 0.0510, s1.acc: 96.1688, s1.loss_bbox: 0.0817, s1.loss_mask: 0.0806, s2.loss_cls: 0.0260, s2.acc: 96.1095, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0386, loss: 0.8488 2022-05-16 12:57:43,078 - mmdet - INFO - Epoch [34][3300/7330] lr: 1.000e-06, eta: 7:44:12, time: 1.456, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1239, s0.loss_cls: 0.1105, s0.acc: 95.7617, s0.loss_bbox: 0.0651, s0.loss_mask: 0.1665, s1.loss_cls: 0.0490, s1.acc: 96.2957, s1.loss_bbox: 0.0795, s1.loss_mask: 0.0795, s2.loss_cls: 0.0254, s2.acc: 96.1371, s2.loss_bbox: 0.0550, s2.loss_mask: 0.0378, loss: 0.8260 2022-05-16 12:58:56,670 - mmdet - INFO - Epoch [34][3350/7330] lr: 1.000e-06, eta: 7:42:58, time: 1.471, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1195, s0.loss_cls: 0.1131, s0.acc: 95.6946, s0.loss_bbox: 0.0671, s0.loss_mask: 0.1639, s1.loss_cls: 0.0503, s1.acc: 96.2226, s1.loss_bbox: 0.0808, s1.loss_mask: 0.0779, s2.loss_cls: 0.0257, s2.acc: 96.1498, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0373, loss: 0.8266 2022-05-16 13:00:10,045 - mmdet - INFO - Epoch [34][3400/7330] lr: 1.000e-06, eta: 7:41:43, time: 1.468, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1201, s0.loss_cls: 0.1168, s0.acc: 95.5508, s0.loss_bbox: 0.0675, s0.loss_mask: 0.1679, s1.loss_cls: 0.0517, s1.acc: 96.0283, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0803, s2.loss_cls: 0.0269, s2.acc: 95.8296, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0382, loss: 0.8459 2022-05-16 13:01:23,222 - mmdet - INFO - Epoch [34][3450/7330] lr: 1.000e-06, eta: 7:40:28, time: 1.464, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1215, s0.loss_cls: 0.1183, s0.acc: 95.4727, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1719, s1.loss_cls: 0.0529, s1.acc: 95.9788, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0816, s2.loss_cls: 0.0269, s2.acc: 95.7399, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0388, loss: 0.8603 2022-05-16 13:02:36,918 - mmdet - INFO - Epoch [34][3500/7330] lr: 1.000e-06, eta: 7:39:14, time: 1.474, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1202, s0.loss_cls: 0.1114, s0.acc: 95.6589, s0.loss_bbox: 0.0685, s0.loss_mask: 0.1738, s1.loss_cls: 0.0496, s1.acc: 96.1257, s1.loss_bbox: 0.0818, s1.loss_mask: 0.0828, s2.loss_cls: 0.0254, s2.acc: 95.9662, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0395, loss: 0.8459 2022-05-16 13:03:49,588 - mmdet - INFO - Epoch [34][3550/7330] lr: 1.000e-06, eta: 7:37:59, time: 1.453, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1229, s0.loss_cls: 0.1118, s0.acc: 95.6167, s0.loss_bbox: 0.0674, s0.loss_mask: 0.1638, s1.loss_cls: 0.0498, s1.acc: 96.1046, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0782, s2.loss_cls: 0.0256, s2.acc: 96.0072, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0372, loss: 0.8307 2022-05-16 13:05:02,830 - mmdet - INFO - Epoch [34][3600/7330] lr: 1.000e-06, eta: 7:36:45, time: 1.465, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1182, s0.loss_cls: 0.1144, s0.acc: 95.5825, s0.loss_bbox: 0.0681, s0.loss_mask: 0.1674, s1.loss_cls: 0.0509, s1.acc: 96.1300, s1.loss_bbox: 0.0818, s1.loss_mask: 0.0802, s2.loss_cls: 0.0263, s2.acc: 95.9011, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0382, loss: 0.8367 2022-05-16 13:06:15,384 - mmdet - INFO - Epoch [34][3650/7330] lr: 1.000e-06, eta: 7:35:30, time: 1.451, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1212, s0.loss_cls: 0.1169, s0.acc: 95.5898, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1677, s1.loss_cls: 0.0519, s1.acc: 96.1516, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0805, s2.loss_cls: 0.0265, s2.acc: 96.0204, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0382, loss: 0.8523 2022-05-16 13:07:28,241 - mmdet - INFO - Epoch [34][3700/7330] lr: 1.000e-06, eta: 7:34:15, time: 1.457, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1290, s0.loss_cls: 0.1184, s0.acc: 95.4937, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1713, s1.loss_cls: 0.0524, s1.acc: 96.0340, s1.loss_bbox: 0.0821, s1.loss_mask: 0.0817, s2.loss_cls: 0.0262, s2.acc: 95.9606, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0391, loss: 0.8652 2022-05-16 13:08:41,172 - mmdet - INFO - Epoch [34][3750/7330] lr: 1.000e-06, eta: 7:33:01, time: 1.459, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1167, s0.loss_cls: 0.1100, s0.acc: 95.7883, s0.loss_bbox: 0.0657, s0.loss_mask: 0.1648, s1.loss_cls: 0.0491, s1.acc: 96.2524, s1.loss_bbox: 0.0795, s1.loss_mask: 0.0788, s2.loss_cls: 0.0250, s2.acc: 96.1519, s2.loss_bbox: 0.0550, s2.loss_mask: 0.0374, loss: 0.8140 2022-05-16 13:09:54,416 - mmdet - INFO - Epoch [34][3800/7330] lr: 1.000e-06, eta: 7:31:46, time: 1.465, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1214, s0.loss_cls: 0.1149, s0.acc: 95.5966, s0.loss_bbox: 0.0705, s0.loss_mask: 0.1718, s1.loss_cls: 0.0504, s1.acc: 96.2311, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0819, s2.loss_cls: 0.0258, s2.acc: 95.9848, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0390, loss: 0.8553 2022-05-16 13:11:07,782 - mmdet - INFO - Epoch [34][3850/7330] lr: 1.000e-06, eta: 7:30:31, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0226, loss_semantic_seg: 0.1252, s0.loss_cls: 0.1207, s0.acc: 95.4595, s0.loss_bbox: 0.0718, s0.loss_mask: 0.1698, s1.loss_cls: 0.0533, s1.acc: 95.9591, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0803, s2.loss_cls: 0.0271, s2.acc: 95.7860, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0382, loss: 0.8673 2022-05-16 13:12:20,707 - mmdet - INFO - Epoch [34][3900/7330] lr: 1.000e-06, eta: 7:29:17, time: 1.459, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1237, s0.loss_cls: 0.1160, s0.acc: 95.5776, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1705, s1.loss_cls: 0.0510, s1.acc: 96.1685, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0810, s2.loss_cls: 0.0260, s2.acc: 95.9878, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0385, loss: 0.8521 2022-05-16 13:13:33,296 - mmdet - INFO - Epoch [34][3950/7330] lr: 1.000e-06, eta: 7:28:02, time: 1.452, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1246, s0.loss_cls: 0.1123, s0.acc: 95.7324, s0.loss_bbox: 0.0670, s0.loss_mask: 0.1695, s1.loss_cls: 0.0498, s1.acc: 96.2384, s1.loss_bbox: 0.0795, s1.loss_mask: 0.0807, s2.loss_cls: 0.0253, s2.acc: 96.1013, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0385, loss: 0.8373 2022-05-16 13:14:48,782 - mmdet - INFO - Epoch [34][4000/7330] lr: 1.000e-06, eta: 7:26:48, time: 1.509, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1158, s0.loss_cls: 0.1106, s0.acc: 95.7690, s0.loss_bbox: 0.0657, s0.loss_mask: 0.1667, s1.loss_cls: 0.0477, s1.acc: 96.3611, s1.loss_bbox: 0.0799, s1.loss_mask: 0.0800, s2.loss_cls: 0.0244, s2.acc: 96.2922, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0383, loss: 0.8186 2022-05-16 13:16:01,151 - mmdet - INFO - Epoch [34][4050/7330] lr: 1.000e-06, eta: 7:25:33, time: 1.448, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1174, s0.loss_cls: 0.1147, s0.acc: 95.5530, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1719, s1.loss_cls: 0.0503, s1.acc: 96.1516, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0818, s2.loss_cls: 0.0260, s2.acc: 96.0579, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0387, loss: 0.8463 2022-05-16 13:17:15,295 - mmdet - INFO - Epoch [34][4100/7330] lr: 1.000e-06, eta: 7:24:18, time: 1.483, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1253, s0.loss_cls: 0.1213, s0.acc: 95.3757, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1736, s1.loss_cls: 0.0530, s1.acc: 95.9934, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0829, s2.loss_cls: 0.0276, s2.acc: 95.8062, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0395, loss: 0.8761 2022-05-16 13:18:28,014 - mmdet - INFO - Epoch [34][4150/7330] lr: 1.000e-06, eta: 7:23:04, time: 1.452, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0191, loss_semantic_seg: 0.1161, s0.loss_cls: 0.1050, s0.acc: 95.8706, s0.loss_bbox: 0.0640, s0.loss_mask: 0.1646, s1.loss_cls: 0.0461, s1.acc: 96.4221, s1.loss_bbox: 0.0778, s1.loss_mask: 0.0785, s2.loss_cls: 0.0238, s2.acc: 96.2836, s2.loss_bbox: 0.0535, s2.loss_mask: 0.0376, loss: 0.7983 2022-05-16 13:19:40,605 - mmdet - INFO - Epoch [34][4200/7330] lr: 1.000e-06, eta: 7:21:49, time: 1.454, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1262, s0.loss_cls: 0.1153, s0.acc: 95.5320, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1719, s1.loss_cls: 0.0514, s1.acc: 96.0354, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0820, s2.loss_cls: 0.0264, s2.acc: 95.8616, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0391, loss: 0.8571 2022-05-16 13:20:54,158 - mmdet - INFO - Epoch [34][4250/7330] lr: 1.000e-06, eta: 7:20:35, time: 1.471, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1246, s0.loss_cls: 0.1142, s0.acc: 95.6796, s0.loss_bbox: 0.0665, s0.loss_mask: 0.1598, s1.loss_cls: 0.0504, s1.acc: 96.2295, s1.loss_bbox: 0.0778, s1.loss_mask: 0.0759, s2.loss_cls: 0.0260, s2.acc: 96.1597, s2.loss_bbox: 0.0551, s2.loss_mask: 0.0364, loss: 0.8205 2022-05-16 13:22:07,003 - mmdet - INFO - Epoch [34][4300/7330] lr: 1.000e-06, eta: 7:19:20, time: 1.457, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0192, loss_semantic_seg: 0.1273, s0.loss_cls: 0.1094, s0.acc: 95.7878, s0.loss_bbox: 0.0666, s0.loss_mask: 0.1696, s1.loss_cls: 0.0477, s1.acc: 96.3757, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0808, s2.loss_cls: 0.0247, s2.acc: 96.1068, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0386, loss: 0.8348 2022-05-16 13:23:20,684 - mmdet - INFO - Epoch [34][4350/7330] lr: 1.000e-06, eta: 7:18:05, time: 1.474, data_time: 0.024, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1211, s0.loss_cls: 0.1195, s0.acc: 95.4360, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1731, s1.loss_cls: 0.0531, s1.acc: 95.9424, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0825, s2.loss_cls: 0.0275, s2.acc: 95.8014, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0394, loss: 0.8698 2022-05-16 13:24:33,438 - mmdet - INFO - Epoch [34][4400/7330] lr: 1.000e-06, eta: 7:16:51, time: 1.455, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1226, s0.loss_cls: 0.1179, s0.acc: 95.5176, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1733, s1.loss_cls: 0.0513, s1.acc: 96.1065, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0822, s2.loss_cls: 0.0266, s2.acc: 95.9620, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0389, loss: 0.8607 2022-05-16 13:25:46,269 - mmdet - INFO - Epoch [34][4450/7330] lr: 1.000e-06, eta: 7:15:36, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1265, s0.loss_cls: 0.1118, s0.acc: 95.7388, s0.loss_bbox: 0.0659, s0.loss_mask: 0.1673, s1.loss_cls: 0.0486, s1.acc: 96.3312, s1.loss_bbox: 0.0776, s1.loss_mask: 0.0793, s2.loss_cls: 0.0248, s2.acc: 96.1798, s2.loss_bbox: 0.0547, s2.loss_mask: 0.0379, loss: 0.8277 2022-05-16 13:26:59,354 - mmdet - INFO - Epoch [34][4500/7330] lr: 1.000e-06, eta: 7:14:22, time: 1.462, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1199, s0.loss_cls: 0.1064, s0.acc: 95.9268, s0.loss_bbox: 0.0614, s0.loss_mask: 0.1646, s1.loss_cls: 0.0463, s1.acc: 96.4892, s1.loss_bbox: 0.0740, s1.loss_mask: 0.0790, s2.loss_cls: 0.0237, s2.acc: 96.3490, s2.loss_bbox: 0.0533, s2.loss_mask: 0.0382, loss: 0.7976 2022-05-16 13:28:12,667 - mmdet - INFO - Epoch [34][4550/7330] lr: 1.000e-06, eta: 7:13:07, time: 1.466, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1150, s0.loss_cls: 0.1087, s0.acc: 95.8616, s0.loss_bbox: 0.0663, s0.loss_mask: 0.1643, s1.loss_cls: 0.0469, s1.acc: 96.5032, s1.loss_bbox: 0.0790, s1.loss_mask: 0.0786, s2.loss_cls: 0.0240, s2.acc: 96.3705, s2.loss_bbox: 0.0556, s2.loss_mask: 0.0375, loss: 0.8094 2022-05-16 13:29:25,041 - mmdet - INFO - Epoch [34][4600/7330] lr: 1.000e-06, eta: 7:11:52, time: 1.447, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1217, s0.loss_cls: 0.1156, s0.acc: 95.5852, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1705, s1.loss_cls: 0.0504, s1.acc: 96.1843, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0813, s2.loss_cls: 0.0257, s2.acc: 96.1287, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0388, loss: 0.8558 2022-05-16 13:30:38,581 - mmdet - INFO - Epoch [34][4650/7330] lr: 1.000e-06, eta: 7:10:38, time: 1.471, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1194, s0.loss_cls: 0.1179, s0.acc: 95.4441, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1692, s1.loss_cls: 0.0525, s1.acc: 95.9979, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0810, s2.loss_cls: 0.0265, s2.acc: 95.9421, s2.loss_bbox: 0.0590, s2.loss_mask: 0.0384, loss: 0.8558 2022-05-16 13:31:50,782 - mmdet - INFO - Epoch [34][4700/7330] lr: 1.000e-06, eta: 7:09:23, time: 1.442, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1188, s0.loss_cls: 0.1139, s0.acc: 95.6501, s0.loss_bbox: 0.0692, s0.loss_mask: 0.1675, s1.loss_cls: 0.0493, s1.acc: 96.2515, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0796, s2.loss_cls: 0.0258, s2.acc: 96.0329, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0380, loss: 0.8354 2022-05-16 13:33:03,215 - mmdet - INFO - Epoch [34][4750/7330] lr: 1.000e-06, eta: 7:08:08, time: 1.451, data_time: 0.024, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0194, loss_semantic_seg: 0.1209, s0.loss_cls: 0.1100, s0.acc: 95.7957, s0.loss_bbox: 0.0669, s0.loss_mask: 0.1673, s1.loss_cls: 0.0474, s1.acc: 96.3678, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0800, s2.loss_cls: 0.0249, s2.acc: 96.2133, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0381, loss: 0.8271 2022-05-16 13:34:16,179 - mmdet - INFO - Epoch [34][4800/7330] lr: 1.000e-06, eta: 7:06:54, time: 1.459, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1238, s0.loss_cls: 0.1146, s0.acc: 95.6079, s0.loss_bbox: 0.0678, s0.loss_mask: 0.1663, s1.loss_cls: 0.0514, s1.acc: 96.1314, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0791, s2.loss_cls: 0.0263, s2.acc: 95.9841, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0376, loss: 0.8396 2022-05-16 13:35:29,639 - mmdet - INFO - Epoch [34][4850/7330] lr: 1.000e-06, eta: 7:05:39, time: 1.469, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1205, s0.loss_cls: 0.1163, s0.acc: 95.6003, s0.loss_bbox: 0.0689, s0.loss_mask: 0.1709, s1.loss_cls: 0.0509, s1.acc: 96.1422, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0814, s2.loss_cls: 0.0264, s2.acc: 95.9287, s2.loss_bbox: 0.0605, s2.loss_mask: 0.0387, loss: 0.8546 2022-05-16 13:36:42,215 - mmdet - INFO - Epoch [34][4900/7330] lr: 1.000e-06, eta: 7:04:25, time: 1.452, data_time: 0.024, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1254, s0.loss_cls: 0.1163, s0.acc: 95.4492, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1695, s1.loss_cls: 0.0517, s1.acc: 95.9361, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0812, s2.loss_cls: 0.0263, s2.acc: 95.8710, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0387, loss: 0.8549 2022-05-16 13:37:54,236 - mmdet - INFO - Epoch [34][4950/7330] lr: 1.000e-06, eta: 7:03:10, time: 1.440, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1298, s0.loss_cls: 0.1138, s0.acc: 95.7446, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1689, s1.loss_cls: 0.0502, s1.acc: 96.2239, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0805, s2.loss_cls: 0.0257, s2.acc: 96.0486, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0384, loss: 0.8550 2022-05-16 13:39:07,245 - mmdet - INFO - Epoch [34][5000/7330] lr: 1.000e-06, eta: 7:01:55, time: 1.460, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1207, s0.loss_cls: 0.1159, s0.acc: 95.5632, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1708, s1.loss_cls: 0.0508, s1.acc: 96.0943, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0813, s2.loss_cls: 0.0257, s2.acc: 96.0325, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0387, loss: 0.8499 2022-05-16 13:40:19,895 - mmdet - INFO - Epoch [34][5050/7330] lr: 1.000e-06, eta: 7:00:41, time: 1.453, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1266, s0.loss_cls: 0.1142, s0.acc: 95.5686, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1731, s1.loss_cls: 0.0498, s1.acc: 96.2347, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0822, s2.loss_cls: 0.0257, s2.acc: 96.0387, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0396, loss: 0.8570 2022-05-16 13:41:32,161 - mmdet - INFO - Epoch [34][5100/7330] lr: 1.000e-06, eta: 6:59:26, time: 1.445, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1245, s0.loss_cls: 0.1169, s0.acc: 95.4883, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1714, s1.loss_cls: 0.0516, s1.acc: 96.0725, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0819, s2.loss_cls: 0.0264, s2.acc: 95.9396, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0388, loss: 0.8643 2022-05-16 13:42:45,421 - mmdet - INFO - Epoch [34][5150/7330] lr: 1.000e-06, eta: 6:58:11, time: 1.465, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1221, s0.loss_cls: 0.1191, s0.acc: 95.4346, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1697, s1.loss_cls: 0.0528, s1.acc: 96.0323, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0806, s2.loss_cls: 0.0276, s2.acc: 95.7759, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0383, loss: 0.8626 2022-05-16 13:43:57,557 - mmdet - INFO - Epoch [34][5200/7330] lr: 1.000e-06, eta: 6:56:57, time: 1.443, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1254, s0.loss_cls: 0.1132, s0.acc: 95.7551, s0.loss_bbox: 0.0661, s0.loss_mask: 0.1674, s1.loss_cls: 0.0501, s1.acc: 96.3113, s1.loss_bbox: 0.0811, s1.loss_mask: 0.0793, s2.loss_cls: 0.0262, s2.acc: 96.0469, s2.loss_bbox: 0.0560, s2.loss_mask: 0.0378, loss: 0.8371 2022-05-16 13:45:10,998 - mmdet - INFO - Epoch [34][5250/7330] lr: 1.000e-06, eta: 6:55:42, time: 1.467, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0237, loss_semantic_seg: 0.1190, s0.loss_cls: 0.1203, s0.acc: 95.3533, s0.loss_bbox: 0.0738, s0.loss_mask: 0.1759, s1.loss_cls: 0.0537, s1.acc: 95.8751, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0828, s2.loss_cls: 0.0275, s2.acc: 95.7927, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0393, loss: 0.8787 2022-05-16 13:46:24,952 - mmdet - INFO - Epoch [34][5300/7330] lr: 1.000e-06, eta: 6:54:28, time: 1.481, data_time: 0.024, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1238, s0.loss_cls: 0.1175, s0.acc: 95.5010, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1678, s1.loss_cls: 0.0519, s1.acc: 96.0139, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0801, s2.loss_cls: 0.0268, s2.acc: 95.9142, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0382, loss: 0.8512 2022-05-16 13:47:36,977 - mmdet - INFO - Epoch [34][5350/7330] lr: 1.000e-06, eta: 6:53:13, time: 1.441, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1276, s0.loss_cls: 0.1088, s0.acc: 95.8228, s0.loss_bbox: 0.0645, s0.loss_mask: 0.1683, s1.loss_cls: 0.0477, s1.acc: 96.3933, s1.loss_bbox: 0.0794, s1.loss_mask: 0.0807, s2.loss_cls: 0.0244, s2.acc: 96.2207, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0385, loss: 0.8277 2022-05-16 13:48:49,430 - mmdet - INFO - Epoch [34][5400/7330] lr: 1.000e-06, eta: 6:51:58, time: 1.449, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1165, s0.loss_cls: 0.1079, s0.acc: 95.8000, s0.loss_bbox: 0.0648, s0.loss_mask: 0.1625, s1.loss_cls: 0.0475, s1.acc: 96.2520, s1.loss_bbox: 0.0786, s1.loss_mask: 0.0774, s2.loss_cls: 0.0240, s2.acc: 96.2258, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0369, loss: 0.8044 2022-05-16 13:50:01,560 - mmdet - INFO - Epoch [34][5450/7330] lr: 1.000e-06, eta: 6:50:44, time: 1.443, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1168, s0.loss_cls: 0.1154, s0.acc: 95.5547, s0.loss_bbox: 0.0700, s0.loss_mask: 0.1690, s1.loss_cls: 0.0511, s1.acc: 96.1870, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0804, s2.loss_cls: 0.0263, s2.acc: 96.0053, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0382, loss: 0.8454 2022-05-16 13:51:14,759 - mmdet - INFO - Epoch [34][5500/7330] lr: 1.000e-06, eta: 6:49:29, time: 1.464, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1234, s0.loss_cls: 0.1154, s0.acc: 95.5952, s0.loss_bbox: 0.0667, s0.loss_mask: 0.1672, s1.loss_cls: 0.0514, s1.acc: 96.1707, s1.loss_bbox: 0.0787, s1.loss_mask: 0.0793, s2.loss_cls: 0.0263, s2.acc: 96.0489, s2.loss_bbox: 0.0549, s2.loss_mask: 0.0377, loss: 0.8351 2022-05-16 13:52:27,234 - mmdet - INFO - Epoch [34][5550/7330] lr: 1.000e-06, eta: 6:48:15, time: 1.450, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1221, s0.loss_cls: 0.1148, s0.acc: 95.5940, s0.loss_bbox: 0.0692, s0.loss_mask: 0.1646, s1.loss_cls: 0.0494, s1.acc: 96.1922, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0786, s2.loss_cls: 0.0255, s2.acc: 96.0940, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0374, loss: 0.8378 2022-05-16 13:53:40,087 - mmdet - INFO - Epoch [34][5600/7330] lr: 1.000e-06, eta: 6:47:00, time: 1.457, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1195, s0.loss_cls: 0.1157, s0.acc: 95.5807, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1693, s1.loss_cls: 0.0519, s1.acc: 96.0322, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0806, s2.loss_cls: 0.0266, s2.acc: 95.8512, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0386, loss: 0.8492 2022-05-16 13:54:52,445 - mmdet - INFO - Epoch [34][5650/7330] lr: 1.000e-06, eta: 6:45:45, time: 1.447, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1183, s0.loss_cls: 0.1158, s0.acc: 95.5698, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1728, s1.loss_cls: 0.0520, s1.acc: 96.0448, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0827, s2.loss_cls: 0.0269, s2.acc: 95.8836, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0397, loss: 0.8584 2022-05-16 13:56:04,992 - mmdet - INFO - Epoch [34][5700/7330] lr: 1.000e-06, eta: 6:44:31, time: 1.450, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1200, s0.loss_cls: 0.1173, s0.acc: 95.5688, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1675, s1.loss_cls: 0.0510, s1.acc: 96.1518, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0797, s2.loss_cls: 0.0265, s2.acc: 95.9951, s2.loss_bbox: 0.0604, s2.loss_mask: 0.0379, loss: 0.8536 2022-05-16 13:57:17,623 - mmdet - INFO - Epoch [34][5750/7330] lr: 1.000e-06, eta: 6:43:16, time: 1.453, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1277, s0.loss_cls: 0.1131, s0.acc: 95.7048, s0.loss_bbox: 0.0670, s0.loss_mask: 0.1683, s1.loss_cls: 0.0496, s1.acc: 96.2075, s1.loss_bbox: 0.0817, s1.loss_mask: 0.0802, s2.loss_cls: 0.0251, s2.acc: 96.1444, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0384, loss: 0.8419 2022-05-16 13:58:30,514 - mmdet - INFO - Epoch [34][5800/7330] lr: 1.000e-06, eta: 6:42:01, time: 1.458, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1201, s0.loss_cls: 0.1182, s0.acc: 95.4707, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1725, s1.loss_cls: 0.0520, s1.acc: 96.1022, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0828, s2.loss_cls: 0.0267, s2.acc: 95.9431, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0396, loss: 0.8650 2022-05-16 13:59:43,046 - mmdet - INFO - Epoch [34][5850/7330] lr: 1.000e-06, eta: 6:40:47, time: 1.451, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0187, loss_semantic_seg: 0.1209, s0.loss_cls: 0.1115, s0.acc: 95.7158, s0.loss_bbox: 0.0641, s0.loss_mask: 0.1650, s1.loss_cls: 0.0488, s1.acc: 96.3210, s1.loss_bbox: 0.0772, s1.loss_mask: 0.0789, s2.loss_cls: 0.0253, s2.acc: 96.1655, s2.loss_bbox: 0.0541, s2.loss_mask: 0.0378, loss: 0.8149 2022-05-16 14:00:55,805 - mmdet - INFO - Epoch [34][5900/7330] lr: 1.000e-06, eta: 6:39:32, time: 1.455, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1231, s0.loss_cls: 0.1155, s0.acc: 95.6018, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1737, s1.loss_cls: 0.0503, s1.acc: 96.1483, s1.loss_bbox: 0.0846, s1.loss_mask: 0.0824, s2.loss_cls: 0.0260, s2.acc: 96.0571, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0393, loss: 0.8616 2022-05-16 14:02:09,258 - mmdet - INFO - Epoch [34][5950/7330] lr: 1.000e-06, eta: 6:38:18, time: 1.469, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0186, loss_semantic_seg: 0.1233, s0.loss_cls: 0.1114, s0.acc: 95.7744, s0.loss_bbox: 0.0658, s0.loss_mask: 0.1623, s1.loss_cls: 0.0480, s1.acc: 96.3975, s1.loss_bbox: 0.0786, s1.loss_mask: 0.0774, s2.loss_cls: 0.0244, s2.acc: 96.2685, s2.loss_bbox: 0.0543, s2.loss_mask: 0.0368, loss: 0.8133 2022-05-16 14:03:22,196 - mmdet - INFO - Epoch [34][6000/7330] lr: 1.000e-06, eta: 6:37:03, time: 1.459, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1249, s0.loss_cls: 0.1096, s0.acc: 95.8374, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1676, s1.loss_cls: 0.0473, s1.acc: 96.4413, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0794, s2.loss_cls: 0.0245, s2.acc: 96.2791, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0376, loss: 0.8334 2022-05-16 14:04:34,191 - mmdet - INFO - Epoch [34][6050/7330] lr: 1.000e-06, eta: 6:35:48, time: 1.439, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1226, s0.loss_cls: 0.1189, s0.acc: 95.3630, s0.loss_bbox: 0.0717, s0.loss_mask: 0.1726, s1.loss_cls: 0.0537, s1.acc: 95.9130, s1.loss_bbox: 0.0869, s1.loss_mask: 0.0824, s2.loss_cls: 0.0274, s2.acc: 95.6745, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0393, loss: 0.8698 2022-05-16 14:05:47,067 - mmdet - INFO - Epoch [34][6100/7330] lr: 1.000e-06, eta: 6:34:34, time: 1.458, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0194, loss_semantic_seg: 0.1209, s0.loss_cls: 0.1085, s0.acc: 95.8074, s0.loss_bbox: 0.0650, s0.loss_mask: 0.1631, s1.loss_cls: 0.0471, s1.acc: 96.4053, s1.loss_bbox: 0.0791, s1.loss_mask: 0.0780, s2.loss_cls: 0.0241, s2.acc: 96.2402, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0373, loss: 0.8114 2022-05-16 14:07:00,373 - mmdet - INFO - Epoch [34][6150/7330] lr: 1.000e-06, eta: 6:33:19, time: 1.466, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1275, s0.loss_cls: 0.1178, s0.acc: 95.4915, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1730, s1.loss_cls: 0.0513, s1.acc: 96.0117, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0819, s2.loss_cls: 0.0262, s2.acc: 95.8616, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0390, loss: 0.8684 2022-05-16 14:08:13,923 - mmdet - INFO - Epoch [34][6200/7330] lr: 1.000e-06, eta: 6:32:05, time: 1.471, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1157, s0.loss_cls: 0.1137, s0.acc: 95.6394, s0.loss_bbox: 0.0663, s0.loss_mask: 0.1673, s1.loss_cls: 0.0499, s1.acc: 96.2202, s1.loss_bbox: 0.0809, s1.loss_mask: 0.0802, s2.loss_cls: 0.0257, s2.acc: 96.0583, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0383, loss: 0.8295 2022-05-16 14:09:25,941 - mmdet - INFO - Epoch [34][6250/7330] lr: 1.000e-06, eta: 6:30:50, time: 1.440, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1192, s0.loss_cls: 0.1090, s0.acc: 95.8174, s0.loss_bbox: 0.0654, s0.loss_mask: 0.1687, s1.loss_cls: 0.0476, s1.acc: 96.3925, s1.loss_bbox: 0.0803, s1.loss_mask: 0.0806, s2.loss_cls: 0.0246, s2.acc: 96.2571, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0386, loss: 0.8245 2022-05-16 14:10:38,439 - mmdet - INFO - Epoch [34][6300/7330] lr: 1.000e-06, eta: 6:29:35, time: 1.450, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1215, s0.loss_cls: 0.1107, s0.acc: 95.6794, s0.loss_bbox: 0.0643, s0.loss_mask: 0.1633, s1.loss_cls: 0.0488, s1.acc: 96.2466, s1.loss_bbox: 0.0779, s1.loss_mask: 0.0777, s2.loss_cls: 0.0251, s2.acc: 96.1155, s2.loss_bbox: 0.0545, s2.loss_mask: 0.0372, loss: 0.8150 2022-05-16 14:11:50,933 - mmdet - INFO - Epoch [34][6350/7330] lr: 1.000e-06, eta: 6:28:21, time: 1.450, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1170, s0.loss_cls: 0.1147, s0.acc: 95.5730, s0.loss_bbox: 0.0682, s0.loss_mask: 0.1666, s1.loss_cls: 0.0512, s1.acc: 96.0999, s1.loss_bbox: 0.0803, s1.loss_mask: 0.0789, s2.loss_cls: 0.0259, s2.acc: 95.9504, s2.loss_bbox: 0.0558, s2.loss_mask: 0.0375, loss: 0.8325 2022-05-16 14:13:04,865 - mmdet - INFO - Epoch [34][6400/7330] lr: 1.000e-06, eta: 6:27:06, time: 1.478, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1253, s0.loss_cls: 0.1148, s0.acc: 95.5899, s0.loss_bbox: 0.0660, s0.loss_mask: 0.1673, s1.loss_cls: 0.0504, s1.acc: 96.1723, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0791, s2.loss_cls: 0.0264, s2.acc: 95.9432, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0378, loss: 0.8410 2022-05-16 14:14:17,117 - mmdet - INFO - Epoch [34][6450/7330] lr: 1.000e-06, eta: 6:25:52, time: 1.445, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1287, s0.loss_cls: 0.1179, s0.acc: 95.5337, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1686, s1.loss_cls: 0.0520, s1.acc: 96.0826, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0801, s2.loss_cls: 0.0264, s2.acc: 95.9851, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0382, loss: 0.8606 2022-05-16 14:15:30,804 - mmdet - INFO - Epoch [34][6500/7330] lr: 1.000e-06, eta: 6:24:37, time: 1.474, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1195, s0.loss_cls: 0.1088, s0.acc: 95.7344, s0.loss_bbox: 0.0642, s0.loss_mask: 0.1658, s1.loss_cls: 0.0472, s1.acc: 96.3378, s1.loss_bbox: 0.0787, s1.loss_mask: 0.0797, s2.loss_cls: 0.0239, s2.acc: 96.2739, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0382, loss: 0.8141 2022-05-16 14:16:43,722 - mmdet - INFO - Epoch [34][6550/7330] lr: 1.000e-06, eta: 6:23:22, time: 1.458, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0189, loss_semantic_seg: 0.1205, s0.loss_cls: 0.1056, s0.acc: 95.9521, s0.loss_bbox: 0.0665, s0.loss_mask: 0.1650, s1.loss_cls: 0.0456, s1.acc: 96.5999, s1.loss_bbox: 0.0802, s1.loss_mask: 0.0790, s2.loss_cls: 0.0234, s2.acc: 96.3799, s2.loss_bbox: 0.0558, s2.loss_mask: 0.0377, loss: 0.8105 2022-05-16 14:17:56,846 - mmdet - INFO - Epoch [34][6600/7330] lr: 1.000e-06, eta: 6:22:08, time: 1.462, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1209, s0.loss_cls: 0.1178, s0.acc: 95.4592, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1714, s1.loss_cls: 0.0529, s1.acc: 95.9366, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0813, s2.loss_cls: 0.0273, s2.acc: 95.6334, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0387, loss: 0.8562 2022-05-16 14:19:10,309 - mmdet - INFO - Epoch [34][6650/7330] lr: 1.000e-06, eta: 6:20:53, time: 1.469, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1183, s0.loss_cls: 0.1104, s0.acc: 95.7488, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1681, s1.loss_cls: 0.0484, s1.acc: 96.3244, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0805, s2.loss_cls: 0.0249, s2.acc: 96.1961, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0384, loss: 0.8312 2022-05-16 14:20:22,656 - mmdet - INFO - Epoch [34][6700/7330] lr: 1.000e-06, eta: 6:19:39, time: 1.447, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1194, s0.loss_cls: 0.1139, s0.acc: 95.6387, s0.loss_bbox: 0.0676, s0.loss_mask: 0.1652, s1.loss_cls: 0.0497, s1.acc: 96.1467, s1.loss_bbox: 0.0812, s1.loss_mask: 0.0787, s2.loss_cls: 0.0257, s2.acc: 95.9671, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0377, loss: 0.8298 2022-05-16 14:21:35,926 - mmdet - INFO - Epoch [34][6750/7330] lr: 1.000e-06, eta: 6:18:24, time: 1.465, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1189, s0.loss_cls: 0.1135, s0.acc: 95.6431, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1642, s1.loss_cls: 0.0500, s1.acc: 96.1730, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0783, s2.loss_cls: 0.0256, s2.acc: 96.0268, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0375, loss: 0.8290 2022-05-16 14:22:49,621 - mmdet - INFO - Epoch [34][6800/7330] lr: 1.000e-06, eta: 6:17:10, time: 1.474, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1209, s0.loss_cls: 0.1137, s0.acc: 95.6382, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1622, s1.loss_cls: 0.0496, s1.acc: 96.2031, s1.loss_bbox: 0.0801, s1.loss_mask: 0.0774, s2.loss_cls: 0.0255, s2.acc: 96.0422, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0370, loss: 0.8248 2022-05-16 14:24:02,804 - mmdet - INFO - Epoch [34][6850/7330] lr: 1.000e-06, eta: 6:15:55, time: 1.464, data_time: 0.024, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1219, s0.loss_cls: 0.1141, s0.acc: 95.5608, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1701, s1.loss_cls: 0.0498, s1.acc: 96.0914, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0812, s2.loss_cls: 0.0255, s2.acc: 96.0100, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0388, loss: 0.8463 2022-05-16 14:25:15,557 - mmdet - INFO - Epoch [34][6900/7330] lr: 1.000e-06, eta: 6:14:40, time: 1.454, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1207, s0.loss_cls: 0.1155, s0.acc: 95.5796, s0.loss_bbox: 0.0682, s0.loss_mask: 0.1658, s1.loss_cls: 0.0500, s1.acc: 96.2345, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0786, s2.loss_cls: 0.0251, s2.acc: 96.2054, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0374, loss: 0.8345 2022-05-16 14:26:28,506 - mmdet - INFO - Epoch [34][6950/7330] lr: 1.000e-06, eta: 6:13:26, time: 1.460, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1276, s0.loss_cls: 0.1197, s0.acc: 95.3955, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1751, s1.loss_cls: 0.0531, s1.acc: 95.9149, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0829, s2.loss_cls: 0.0270, s2.acc: 95.8111, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0396, loss: 0.8709 2022-05-16 14:27:41,230 - mmdet - INFO - Epoch [34][7000/7330] lr: 1.000e-06, eta: 6:12:11, time: 1.454, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1222, s0.loss_cls: 0.1157, s0.acc: 95.5896, s0.loss_bbox: 0.0689, s0.loss_mask: 0.1696, s1.loss_cls: 0.0506, s1.acc: 96.1427, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0804, s2.loss_cls: 0.0261, s2.acc: 95.9872, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0383, loss: 0.8476 2022-05-16 14:28:54,374 - mmdet - INFO - Epoch [34][7050/7330] lr: 1.000e-06, eta: 6:10:57, time: 1.463, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1214, s0.loss_cls: 0.1124, s0.acc: 95.5948, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1697, s1.loss_cls: 0.0492, s1.acc: 96.1256, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0811, s2.loss_cls: 0.0261, s2.acc: 95.9059, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0385, loss: 0.8417 2022-05-16 14:30:07,206 - mmdet - INFO - Epoch [34][7100/7330] lr: 1.000e-06, eta: 6:09:42, time: 1.457, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1174, s0.loss_cls: 0.1178, s0.acc: 95.5061, s0.loss_bbox: 0.0680, s0.loss_mask: 0.1671, s1.loss_cls: 0.0524, s1.acc: 96.0293, s1.loss_bbox: 0.0818, s1.loss_mask: 0.0792, s2.loss_cls: 0.0260, s2.acc: 96.0219, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0378, loss: 0.8413 2022-05-16 14:31:19,794 - mmdet - INFO - Epoch [34][7150/7330] lr: 1.000e-06, eta: 6:08:27, time: 1.452, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1215, s0.loss_cls: 0.1126, s0.acc: 95.5908, s0.loss_bbox: 0.0678, s0.loss_mask: 0.1716, s1.loss_cls: 0.0501, s1.acc: 96.0815, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0822, s2.loss_cls: 0.0255, s2.acc: 95.9667, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0393, loss: 0.8454 2022-05-16 14:32:32,405 - mmdet - INFO - Epoch [34][7200/7330] lr: 1.000e-06, eta: 6:07:13, time: 1.452, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1161, s0.loss_cls: 0.1143, s0.acc: 95.5901, s0.loss_bbox: 0.0671, s0.loss_mask: 0.1696, s1.loss_cls: 0.0506, s1.acc: 96.1505, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0805, s2.loss_cls: 0.0262, s2.acc: 95.9578, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0385, loss: 0.8351 2022-05-16 14:33:44,604 - mmdet - INFO - Epoch [34][7250/7330] lr: 1.000e-06, eta: 6:05:58, time: 1.444, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1134, s0.loss_cls: 0.1129, s0.acc: 95.6938, s0.loss_bbox: 0.0679, s0.loss_mask: 0.1711, s1.loss_cls: 0.0488, s1.acc: 96.3064, s1.loss_bbox: 0.0845, s1.loss_mask: 0.0817, s2.loss_cls: 0.0251, s2.acc: 96.1612, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0390, loss: 0.8381 2022-05-16 14:34:57,578 - mmdet - INFO - Epoch [34][7300/7330] lr: 1.000e-06, eta: 6:04:44, time: 1.459, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1225, s0.loss_cls: 0.1118, s0.acc: 95.7236, s0.loss_bbox: 0.0667, s0.loss_mask: 0.1674, s1.loss_cls: 0.0496, s1.acc: 96.2584, s1.loss_bbox: 0.0783, s1.loss_mask: 0.0792, s2.loss_cls: 0.0254, s2.acc: 96.1163, s2.loss_bbox: 0.0557, s2.loss_mask: 0.0377, loss: 0.8280 2022-05-16 14:36:00,019 - mmdet - INFO - Saving checkpoint at 34 epochs 2022-05-16 14:40:41,581 - mmdet - INFO - Evaluating bbox... 2022-05-16 14:41:20,223 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.579 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.766 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.637 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.436 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.616 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.723 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.737 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.737 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.737 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.768 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.862 2022-05-16 14:41:20,224 - mmdet - INFO - Evaluating segm... 2022-05-16 14:42:06,965 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.502 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.745 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.550 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.327 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.533 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.683 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 ] = 0.500 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 ] = 0.776 2022-05-16 14:42:07,671 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 14:42:07,673 - mmdet - INFO - Epoch(val) [34][313] bbox_mAP: 0.5790, bbox_mAP_50: 0.7660, bbox_mAP_75: 0.6370, bbox_mAP_s: 0.4360, bbox_mAP_m: 0.6160, bbox_mAP_l: 0.7230, bbox_mAP_copypaste: 0.579 0.766 0.637 0.436 0.616 0.723, segm_mAP: 0.5020, segm_mAP_50: 0.7450, segm_mAP_75: 0.5500, segm_mAP_s: 0.3270, segm_mAP_m: 0.5330, segm_mAP_l: 0.6830, segm_mAP_copypaste: 0.502 0.745 0.550 0.327 0.533 0.683 2022-05-16 14:47:36,115 - mmdet - INFO - Epoch [35][50/7330] lr: 1.000e-06, eta: 6:02:57, time: 6.568, data_time: 5.119, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1234, s0.loss_cls: 0.1110, s0.acc: 95.7390, s0.loss_bbox: 0.0667, s0.loss_mask: 0.1682, s1.loss_cls: 0.0493, s1.acc: 96.2223, s1.loss_bbox: 0.0799, s1.loss_mask: 0.0796, s2.loss_cls: 0.0254, s2.acc: 96.0156, s2.loss_bbox: 0.0557, s2.loss_mask: 0.0380, loss: 0.8306 2022-05-16 14:48:49,072 - mmdet - INFO - Epoch [35][100/7330] lr: 1.000e-06, eta: 6:01:42, time: 1.459, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1208, s0.loss_cls: 0.1162, s0.acc: 95.4973, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1678, s1.loss_cls: 0.0516, s1.acc: 96.0805, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0794, s2.loss_cls: 0.0266, s2.acc: 95.9823, s2.loss_bbox: 0.0561, s2.loss_mask: 0.0378, loss: 0.8425 2022-05-16 14:50:01,731 - mmdet - INFO - Epoch [35][150/7330] lr: 1.000e-06, eta: 6:00:28, time: 1.453, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1183, s0.loss_cls: 0.1133, s0.acc: 95.6277, s0.loss_bbox: 0.0680, s0.loss_mask: 0.1651, s1.loss_cls: 0.0495, s1.acc: 96.1680, s1.loss_bbox: 0.0820, s1.loss_mask: 0.0780, s2.loss_cls: 0.0252, s2.acc: 96.0774, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0369, loss: 0.8287 2022-05-16 14:51:13,434 - mmdet - INFO - Epoch [35][200/7330] lr: 1.000e-06, eta: 5:59:13, time: 1.434, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1219, s0.loss_cls: 0.1157, s0.acc: 95.4990, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1698, s1.loss_cls: 0.0504, s1.acc: 96.1080, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0808, s2.loss_cls: 0.0256, s2.acc: 96.0810, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0388, loss: 0.8510 2022-05-16 14:52:25,238 - mmdet - INFO - Epoch [35][250/7330] lr: 1.000e-06, eta: 5:57:58, time: 1.436, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1191, s0.loss_cls: 0.1155, s0.acc: 95.4692, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1759, s1.loss_cls: 0.0506, s1.acc: 96.0480, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0840, s2.loss_cls: 0.0261, s2.acc: 95.8672, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0402, loss: 0.8617 2022-05-16 14:53:37,853 - mmdet - INFO - Epoch [35][300/7330] lr: 1.000e-06, eta: 5:56:44, time: 1.452, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0194, loss_semantic_seg: 0.1243, s0.loss_cls: 0.1120, s0.acc: 95.6702, s0.loss_bbox: 0.0676, s0.loss_mask: 0.1657, s1.loss_cls: 0.0500, s1.acc: 96.1863, s1.loss_bbox: 0.0804, s1.loss_mask: 0.0790, s2.loss_cls: 0.0257, s2.acc: 96.0128, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0377, loss: 0.8317 2022-05-16 14:54:50,106 - mmdet - INFO - Epoch [35][350/7330] lr: 1.000e-06, eta: 5:55:29, time: 1.445, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1241, s0.loss_cls: 0.1176, s0.acc: 95.4861, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1701, s1.loss_cls: 0.0515, s1.acc: 96.0328, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0804, s2.loss_cls: 0.0268, s2.acc: 95.7590, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0382, loss: 0.8587 2022-05-16 14:56:03,015 - mmdet - INFO - Epoch [35][400/7330] lr: 1.000e-06, eta: 5:54:14, time: 1.459, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1180, s0.loss_cls: 0.1079, s0.acc: 95.8254, s0.loss_bbox: 0.0639, s0.loss_mask: 0.1656, s1.loss_cls: 0.0472, s1.acc: 96.4390, s1.loss_bbox: 0.0793, s1.loss_mask: 0.0792, s2.loss_cls: 0.0238, s2.acc: 96.3201, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0379, loss: 0.8121 2022-05-16 14:57:15,486 - mmdet - INFO - Epoch [35][450/7330] lr: 1.000e-06, eta: 5:53:00, time: 1.449, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0190, loss_semantic_seg: 0.1223, s0.loss_cls: 0.1086, s0.acc: 95.8649, s0.loss_bbox: 0.0640, s0.loss_mask: 0.1635, s1.loss_cls: 0.0473, s1.acc: 96.4275, s1.loss_bbox: 0.0771, s1.loss_mask: 0.0780, s2.loss_cls: 0.0239, s2.acc: 96.3663, s2.loss_bbox: 0.0558, s2.loss_mask: 0.0375, loss: 0.8091 2022-05-16 14:58:29,272 - mmdet - INFO - Epoch [35][500/7330] lr: 1.000e-06, eta: 5:51:45, time: 1.476, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1173, s0.loss_cls: 0.1054, s0.acc: 95.9553, s0.loss_bbox: 0.0643, s0.loss_mask: 0.1636, s1.loss_cls: 0.0457, s1.acc: 96.4980, s1.loss_bbox: 0.0792, s1.loss_mask: 0.0781, s2.loss_cls: 0.0237, s2.acc: 96.3138, s2.loss_bbox: 0.0561, s2.loss_mask: 0.0374, loss: 0.8040 2022-05-16 14:59:41,944 - mmdet - INFO - Epoch [35][550/7330] lr: 1.000e-06, eta: 5:50:30, time: 1.453, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1204, s0.loss_cls: 0.1112, s0.acc: 95.6724, s0.loss_bbox: 0.0659, s0.loss_mask: 0.1658, s1.loss_cls: 0.0492, s1.acc: 96.2407, s1.loss_bbox: 0.0792, s1.loss_mask: 0.0789, s2.loss_cls: 0.0249, s2.acc: 96.2011, s2.loss_bbox: 0.0550, s2.loss_mask: 0.0377, loss: 0.8229 2022-05-16 15:00:54,014 - mmdet - INFO - Epoch [35][600/7330] lr: 1.000e-06, eta: 5:49:16, time: 1.441, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1216, s0.loss_cls: 0.1138, s0.acc: 95.6619, s0.loss_bbox: 0.0670, s0.loss_mask: 0.1649, s1.loss_cls: 0.0496, s1.acc: 96.2777, s1.loss_bbox: 0.0821, s1.loss_mask: 0.0786, s2.loss_cls: 0.0256, s2.acc: 95.9855, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0375, loss: 0.8302 2022-05-16 15:02:07,174 - mmdet - INFO - Epoch [35][650/7330] lr: 1.000e-06, eta: 5:48:01, time: 1.463, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0190, loss_semantic_seg: 0.1190, s0.loss_cls: 0.1112, s0.acc: 95.7261, s0.loss_bbox: 0.0676, s0.loss_mask: 0.1686, s1.loss_cls: 0.0491, s1.acc: 96.2896, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0805, s2.loss_cls: 0.0258, s2.acc: 96.0195, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0383, loss: 0.8326 2022-05-16 15:03:19,644 - mmdet - INFO - Epoch [35][700/7330] lr: 1.000e-06, eta: 5:46:46, time: 1.450, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1172, s0.loss_cls: 0.1094, s0.acc: 95.7630, s0.loss_bbox: 0.0665, s0.loss_mask: 0.1685, s1.loss_cls: 0.0480, s1.acc: 96.3652, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0800, s2.loss_cls: 0.0245, s2.acc: 96.2259, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0382, loss: 0.8251 2022-05-16 15:04:32,552 - mmdet - INFO - Epoch [35][750/7330] lr: 1.000e-06, eta: 5:45:32, time: 1.458, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1168, s0.loss_cls: 0.1067, s0.acc: 95.9021, s0.loss_bbox: 0.0643, s0.loss_mask: 0.1645, s1.loss_cls: 0.0464, s1.acc: 96.4546, s1.loss_bbox: 0.0779, s1.loss_mask: 0.0783, s2.loss_cls: 0.0239, s2.acc: 96.3200, s2.loss_bbox: 0.0550, s2.loss_mask: 0.0374, loss: 0.8047 2022-05-16 15:05:45,554 - mmdet - INFO - Epoch [35][800/7330] lr: 1.000e-06, eta: 5:44:17, time: 1.460, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1237, s0.loss_cls: 0.1144, s0.acc: 95.5613, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1646, s1.loss_cls: 0.0503, s1.acc: 96.0844, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0787, s2.loss_cls: 0.0258, s2.acc: 95.9677, s2.loss_bbox: 0.0554, s2.loss_mask: 0.0374, loss: 0.8354 2022-05-16 15:06:57,947 - mmdet - INFO - Epoch [35][850/7330] lr: 1.000e-06, eta: 5:43:03, time: 1.447, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0193, loss_semantic_seg: 0.1262, s0.loss_cls: 0.1117, s0.acc: 95.7739, s0.loss_bbox: 0.0657, s0.loss_mask: 0.1641, s1.loss_cls: 0.0495, s1.acc: 96.3419, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0786, s2.loss_cls: 0.0253, s2.acc: 96.1881, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0375, loss: 0.8309 2022-05-16 15:08:10,759 - mmdet - INFO - Epoch [35][900/7330] lr: 1.000e-06, eta: 5:41:48, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1248, s0.loss_cls: 0.1190, s0.acc: 95.4119, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1692, s1.loss_cls: 0.0523, s1.acc: 95.9718, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0808, s2.loss_cls: 0.0266, s2.acc: 95.8955, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0386, loss: 0.8598 2022-05-16 15:09:23,465 - mmdet - INFO - Epoch [35][950/7330] lr: 1.000e-06, eta: 5:40:33, time: 1.454, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1181, s0.loss_cls: 0.1082, s0.acc: 95.8420, s0.loss_bbox: 0.0651, s0.loss_mask: 0.1616, s1.loss_cls: 0.0472, s1.acc: 96.3958, s1.loss_bbox: 0.0801, s1.loss_mask: 0.0774, s2.loss_cls: 0.0243, s2.acc: 96.2140, s2.loss_bbox: 0.0554, s2.loss_mask: 0.0370, loss: 0.8076 2022-05-16 15:10:35,247 - mmdet - INFO - Epoch [35][1000/7330] lr: 1.000e-06, eta: 5:39:19, time: 1.436, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0120, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1186, s0.loss_cls: 0.1068, s0.acc: 95.9236, s0.loss_bbox: 0.0642, s0.loss_mask: 0.1647, s1.loss_cls: 0.0461, s1.acc: 96.4520, s1.loss_bbox: 0.0798, s1.loss_mask: 0.0788, s2.loss_cls: 0.0242, s2.acc: 96.2958, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0378, loss: 0.8091 2022-05-16 15:11:48,296 - mmdet - INFO - Epoch [35][1050/7330] lr: 1.000e-06, eta: 5:38:04, time: 1.461, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0180, loss_semantic_seg: 0.1250, s0.loss_cls: 0.1100, s0.acc: 95.7334, s0.loss_bbox: 0.0671, s0.loss_mask: 0.1686, s1.loss_cls: 0.0479, s1.acc: 96.3148, s1.loss_bbox: 0.0832, s1.loss_mask: 0.0804, s2.loss_cls: 0.0248, s2.acc: 96.1381, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0383, loss: 0.8339 2022-05-16 15:13:00,908 - mmdet - INFO - Epoch [35][1100/7330] lr: 1.000e-06, eta: 5:36:49, time: 1.452, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1234, s0.loss_cls: 0.1105, s0.acc: 95.7361, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1689, s1.loss_cls: 0.0483, s1.acc: 96.3132, s1.loss_bbox: 0.0821, s1.loss_mask: 0.0805, s2.loss_cls: 0.0254, s2.acc: 96.0957, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0383, loss: 0.8384 2022-05-16 15:14:13,521 - mmdet - INFO - Epoch [35][1150/7330] lr: 1.000e-06, eta: 5:35:35, time: 1.452, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0190, loss_semantic_seg: 0.1225, s0.loss_cls: 0.1108, s0.acc: 95.7715, s0.loss_bbox: 0.0662, s0.loss_mask: 0.1685, s1.loss_cls: 0.0491, s1.acc: 96.3061, s1.loss_bbox: 0.0781, s1.loss_mask: 0.0797, s2.loss_cls: 0.0246, s2.acc: 96.2017, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0380, loss: 0.8244 2022-05-16 15:15:25,506 - mmdet - INFO - Epoch [35][1200/7330] lr: 1.000e-06, eta: 5:34:20, time: 1.440, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1160, s0.loss_cls: 0.1100, s0.acc: 95.7349, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1698, s1.loss_cls: 0.0473, s1.acc: 96.3960, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0801, s2.loss_cls: 0.0249, s2.acc: 96.1446, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0382, loss: 0.8292 2022-05-16 15:16:37,688 - mmdet - INFO - Epoch [35][1250/7330] lr: 1.000e-06, eta: 5:33:06, time: 1.444, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1227, s0.loss_cls: 0.1073, s0.acc: 95.8762, s0.loss_bbox: 0.0651, s0.loss_mask: 0.1639, s1.loss_cls: 0.0466, s1.acc: 96.4910, s1.loss_bbox: 0.0794, s1.loss_mask: 0.0780, s2.loss_cls: 0.0241, s2.acc: 96.3162, s2.loss_bbox: 0.0553, s2.loss_mask: 0.0372, loss: 0.8117 2022-05-16 15:17:51,282 - mmdet - INFO - Epoch [35][1300/7330] lr: 1.000e-06, eta: 5:31:51, time: 1.472, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1208, s0.loss_cls: 0.1159, s0.acc: 95.5212, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1705, s1.loss_cls: 0.0520, s1.acc: 96.0260, s1.loss_bbox: 0.0821, s1.loss_mask: 0.0807, s2.loss_cls: 0.0268, s2.acc: 95.8923, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0384, loss: 0.8476 2022-05-16 15:19:04,040 - mmdet - INFO - Epoch [35][1350/7330] lr: 1.000e-06, eta: 5:30:36, time: 1.455, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0191, loss_semantic_seg: 0.1240, s0.loss_cls: 0.1096, s0.acc: 95.8066, s0.loss_bbox: 0.0655, s0.loss_mask: 0.1636, s1.loss_cls: 0.0485, s1.acc: 96.3767, s1.loss_bbox: 0.0787, s1.loss_mask: 0.0779, s2.loss_cls: 0.0248, s2.acc: 96.2202, s2.loss_bbox: 0.0552, s2.loss_mask: 0.0371, loss: 0.8167 2022-05-16 15:20:16,464 - mmdet - INFO - Epoch [35][1400/7330] lr: 1.000e-06, eta: 5:29:22, time: 1.448, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1205, s0.loss_cls: 0.1255, s0.acc: 95.2271, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1748, s1.loss_cls: 0.0551, s1.acc: 95.8117, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0829, s2.loss_cls: 0.0281, s2.acc: 95.6771, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0395, loss: 0.8795 2022-05-16 15:21:30,650 - mmdet - INFO - Epoch [35][1450/7330] lr: 1.000e-06, eta: 5:28:07, time: 1.484, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1179, s0.loss_cls: 0.1101, s0.acc: 95.7592, s0.loss_bbox: 0.0651, s0.loss_mask: 0.1650, s1.loss_cls: 0.0488, s1.acc: 96.2831, s1.loss_bbox: 0.0796, s1.loss_mask: 0.0781, s2.loss_cls: 0.0253, s2.acc: 96.0668, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0375, loss: 0.8178 2022-05-16 15:22:43,736 - mmdet - INFO - Epoch [35][1500/7330] lr: 1.000e-06, eta: 5:26:53, time: 1.462, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1231, s0.loss_cls: 0.1183, s0.acc: 95.5056, s0.loss_bbox: 0.0717, s0.loss_mask: 0.1752, s1.loss_cls: 0.0522, s1.acc: 96.0652, s1.loss_bbox: 0.0848, s1.loss_mask: 0.0831, s2.loss_cls: 0.0264, s2.acc: 95.9515, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0396, loss: 0.8689 2022-05-16 15:23:57,152 - mmdet - INFO - Epoch [35][1550/7330] lr: 1.000e-06, eta: 5:25:38, time: 1.468, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1166, s0.loss_cls: 0.1137, s0.acc: 95.5679, s0.loss_bbox: 0.0679, s0.loss_mask: 0.1710, s1.loss_cls: 0.0495, s1.acc: 96.1431, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0810, s2.loss_cls: 0.0256, s2.acc: 95.9441, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0386, loss: 0.8395 2022-05-16 15:25:10,492 - mmdet - INFO - Epoch [35][1600/7330] lr: 1.000e-06, eta: 5:24:23, time: 1.467, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1191, s0.loss_cls: 0.1170, s0.acc: 95.5664, s0.loss_bbox: 0.0670, s0.loss_mask: 0.1664, s1.loss_cls: 0.0520, s1.acc: 96.0830, s1.loss_bbox: 0.0807, s1.loss_mask: 0.0794, s2.loss_cls: 0.0266, s2.acc: 95.9307, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0378, loss: 0.8370 2022-05-16 15:26:24,356 - mmdet - INFO - Epoch [35][1650/7330] lr: 1.000e-06, eta: 5:23:09, time: 1.477, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0184, loss_semantic_seg: 0.1145, s0.loss_cls: 0.1059, s0.acc: 95.9958, s0.loss_bbox: 0.0647, s0.loss_mask: 0.1620, s1.loss_cls: 0.0453, s1.acc: 96.6238, s1.loss_bbox: 0.0787, s1.loss_mask: 0.0769, s2.loss_cls: 0.0236, s2.acc: 96.3529, s2.loss_bbox: 0.0561, s2.loss_mask: 0.0370, loss: 0.7947 2022-05-16 15:27:37,050 - mmdet - INFO - Epoch [35][1700/7330] lr: 1.000e-06, eta: 5:21:54, time: 1.454, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1203, s0.loss_cls: 0.1146, s0.acc: 95.6418, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1715, s1.loss_cls: 0.0503, s1.acc: 96.1994, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0817, s2.loss_cls: 0.0259, s2.acc: 95.9745, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0387, loss: 0.8520 2022-05-16 15:28:49,770 - mmdet - INFO - Epoch [35][1750/7330] lr: 1.000e-06, eta: 5:20:40, time: 1.454, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1249, s0.loss_cls: 0.1151, s0.acc: 95.6050, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1691, s1.loss_cls: 0.0497, s1.acc: 96.2175, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0806, s2.loss_cls: 0.0254, s2.acc: 96.0539, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0384, loss: 0.8482 2022-05-16 15:30:01,923 - mmdet - INFO - Epoch [35][1800/7330] lr: 1.000e-06, eta: 5:19:25, time: 1.443, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1195, s0.loss_cls: 0.1088, s0.acc: 95.7664, s0.loss_bbox: 0.0661, s0.loss_mask: 0.1684, s1.loss_cls: 0.0469, s1.acc: 96.3725, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0804, s2.loss_cls: 0.0241, s2.acc: 96.2376, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0385, loss: 0.8256 2022-05-16 15:31:15,299 - mmdet - INFO - Epoch [35][1850/7330] lr: 1.000e-06, eta: 5:18:10, time: 1.468, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1171, s0.loss_cls: 0.1107, s0.acc: 95.7803, s0.loss_bbox: 0.0660, s0.loss_mask: 0.1652, s1.loss_cls: 0.0479, s1.acc: 96.4100, s1.loss_bbox: 0.0795, s1.loss_mask: 0.0787, s2.loss_cls: 0.0244, s2.acc: 96.3304, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0377, loss: 0.8159 2022-05-16 15:32:28,087 - mmdet - INFO - Epoch [35][1900/7330] lr: 1.000e-06, eta: 5:16:56, time: 1.456, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0194, loss_semantic_seg: 0.1194, s0.loss_cls: 0.1105, s0.acc: 95.6667, s0.loss_bbox: 0.0664, s0.loss_mask: 0.1688, s1.loss_cls: 0.0491, s1.acc: 96.2303, s1.loss_bbox: 0.0809, s1.loss_mask: 0.0802, s2.loss_cls: 0.0253, s2.acc: 96.0131, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0382, loss: 0.8269 2022-05-16 15:33:40,922 - mmdet - INFO - Epoch [35][1950/7330] lr: 1.000e-06, eta: 5:15:41, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1158, s0.loss_cls: 0.1071, s0.acc: 95.8644, s0.loss_bbox: 0.0646, s0.loss_mask: 0.1644, s1.loss_cls: 0.0460, s1.acc: 96.4486, s1.loss_bbox: 0.0784, s1.loss_mask: 0.0783, s2.loss_cls: 0.0236, s2.acc: 96.3685, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0377, loss: 0.8044 2022-05-16 15:34:53,256 - mmdet - INFO - Epoch [35][2000/7330] lr: 1.000e-06, eta: 5:14:27, time: 1.445, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1217, s0.loss_cls: 0.1150, s0.acc: 95.5674, s0.loss_bbox: 0.0691, s0.loss_mask: 0.1699, s1.loss_cls: 0.0509, s1.acc: 96.1097, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0812, s2.loss_cls: 0.0264, s2.acc: 95.9462, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0387, loss: 0.8495 2022-05-16 15:36:05,876 - mmdet - INFO - Epoch [35][2050/7330] lr: 1.000e-06, eta: 5:13:12, time: 1.454, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1192, s0.loss_cls: 0.1163, s0.acc: 95.4580, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1723, s1.loss_cls: 0.0501, s1.acc: 96.0922, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0822, s2.loss_cls: 0.0257, s2.acc: 95.9468, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0393, loss: 0.8530 2022-05-16 15:37:19,192 - mmdet - INFO - Epoch [35][2100/7330] lr: 1.000e-06, eta: 5:11:57, time: 1.466, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1235, s0.loss_cls: 0.1141, s0.acc: 95.6746, s0.loss_bbox: 0.0665, s0.loss_mask: 0.1713, s1.loss_cls: 0.0502, s1.acc: 96.2392, s1.loss_bbox: 0.0807, s1.loss_mask: 0.0824, s2.loss_cls: 0.0258, s2.acc: 96.0804, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0394, loss: 0.8434 2022-05-16 15:38:32,134 - mmdet - INFO - Epoch [35][2150/7330] lr: 1.000e-06, eta: 5:10:43, time: 1.458, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1164, s0.loss_cls: 0.1104, s0.acc: 95.7249, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1701, s1.loss_cls: 0.0482, s1.acc: 96.2961, s1.loss_bbox: 0.0843, s1.loss_mask: 0.0809, s2.loss_cls: 0.0249, s2.acc: 96.0882, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0387, loss: 0.8338 2022-05-16 15:39:44,677 - mmdet - INFO - Epoch [35][2200/7330] lr: 1.000e-06, eta: 5:09:28, time: 1.451, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1213, s0.loss_cls: 0.1092, s0.acc: 95.7439, s0.loss_bbox: 0.0633, s0.loss_mask: 0.1641, s1.loss_cls: 0.0473, s1.acc: 96.3483, s1.loss_bbox: 0.0779, s1.loss_mask: 0.0782, s2.loss_cls: 0.0243, s2.acc: 96.1593, s2.loss_bbox: 0.0554, s2.loss_mask: 0.0375, loss: 0.8120 2022-05-16 15:40:57,107 - mmdet - INFO - Epoch [35][2250/7330] lr: 1.000e-06, eta: 5:08:14, time: 1.448, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1192, s0.loss_cls: 0.1115, s0.acc: 95.6753, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1680, s1.loss_cls: 0.0490, s1.acc: 96.2555, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0801, s2.loss_cls: 0.0251, s2.acc: 96.1311, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0381, loss: 0.8321 2022-05-16 15:42:09,995 - mmdet - INFO - Epoch [35][2300/7330] lr: 1.000e-06, eta: 5:06:59, time: 1.458, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1237, s0.loss_cls: 0.1178, s0.acc: 95.5630, s0.loss_bbox: 0.0672, s0.loss_mask: 0.1679, s1.loss_cls: 0.0517, s1.acc: 96.1424, s1.loss_bbox: 0.0818, s1.loss_mask: 0.0804, s2.loss_cls: 0.0262, s2.acc: 96.0767, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0384, loss: 0.8462 2022-05-16 15:43:23,241 - mmdet - INFO - Epoch [35][2350/7330] lr: 1.000e-06, eta: 5:05:44, time: 1.465, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1184, s0.loss_cls: 0.1082, s0.acc: 95.7690, s0.loss_bbox: 0.0648, s0.loss_mask: 0.1661, s1.loss_cls: 0.0479, s1.acc: 96.3508, s1.loss_bbox: 0.0800, s1.loss_mask: 0.0797, s2.loss_cls: 0.0249, s2.acc: 96.1529, s2.loss_bbox: 0.0560, s2.loss_mask: 0.0380, loss: 0.8194 2022-05-16 15:44:36,215 - mmdet - INFO - Epoch [35][2400/7330] lr: 1.000e-06, eta: 5:04:30, time: 1.460, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1245, s0.loss_cls: 0.1147, s0.acc: 95.6052, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1688, s1.loss_cls: 0.0503, s1.acc: 96.1645, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0806, s2.loss_cls: 0.0261, s2.acc: 95.8660, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0386, loss: 0.8469 2022-05-16 15:45:48,540 - mmdet - INFO - Epoch [35][2450/7330] lr: 1.000e-06, eta: 5:03:15, time: 1.446, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0187, loss_semantic_seg: 0.1135, s0.loss_cls: 0.1060, s0.acc: 95.9539, s0.loss_bbox: 0.0638, s0.loss_mask: 0.1674, s1.loss_cls: 0.0461, s1.acc: 96.4857, s1.loss_bbox: 0.0771, s1.loss_mask: 0.0800, s2.loss_cls: 0.0231, s2.acc: 96.3678, s2.loss_bbox: 0.0525, s2.loss_mask: 0.0380, loss: 0.7981 2022-05-16 15:47:01,606 - mmdet - INFO - Epoch [35][2500/7330] lr: 1.000e-06, eta: 5:02:01, time: 1.461, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1226, s0.loss_cls: 0.1053, s0.acc: 96.0068, s0.loss_bbox: 0.0625, s0.loss_mask: 0.1623, s1.loss_cls: 0.0453, s1.acc: 96.5661, s1.loss_bbox: 0.0749, s1.loss_mask: 0.0775, s2.loss_cls: 0.0233, s2.acc: 96.4297, s2.loss_bbox: 0.0536, s2.loss_mask: 0.0370, loss: 0.7962 2022-05-16 15:48:13,880 - mmdet - INFO - Epoch [35][2550/7330] lr: 1.000e-06, eta: 5:00:46, time: 1.446, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1266, s0.loss_cls: 0.1146, s0.acc: 95.6416, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1700, s1.loss_cls: 0.0496, s1.acc: 96.2103, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0807, s2.loss_cls: 0.0257, s2.acc: 95.9712, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0385, loss: 0.8530 2022-05-16 15:49:27,515 - mmdet - INFO - Epoch [35][2600/7330] lr: 1.000e-06, eta: 4:59:32, time: 1.472, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1155, s0.loss_cls: 0.1171, s0.acc: 95.4980, s0.loss_bbox: 0.0691, s0.loss_mask: 0.1696, s1.loss_cls: 0.0519, s1.acc: 96.0691, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0807, s2.loss_cls: 0.0267, s2.acc: 95.8665, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0383, loss: 0.8473 2022-05-16 15:50:40,991 - mmdet - INFO - Epoch [35][2650/7330] lr: 1.000e-06, eta: 4:58:17, time: 1.470, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1197, s0.loss_cls: 0.1140, s0.acc: 95.6055, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1720, s1.loss_cls: 0.0503, s1.acc: 96.1773, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0817, s2.loss_cls: 0.0252, s2.acc: 96.0207, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0388, loss: 0.8477 2022-05-16 15:51:54,003 - mmdet - INFO - Epoch [35][2700/7330] lr: 1.000e-06, eta: 4:57:02, time: 1.460, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1265, s0.loss_cls: 0.1167, s0.acc: 95.4934, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1709, s1.loss_cls: 0.0513, s1.acc: 96.0668, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0810, s2.loss_cls: 0.0264, s2.acc: 95.8913, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0383, loss: 0.8591 2022-05-16 15:53:06,693 - mmdet - INFO - Epoch [35][2750/7330] lr: 1.000e-06, eta: 4:55:48, time: 1.454, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1244, s0.loss_cls: 0.1144, s0.acc: 95.5735, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1713, s1.loss_cls: 0.0512, s1.acc: 96.0428, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0814, s2.loss_cls: 0.0263, s2.acc: 95.8616, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0384, loss: 0.8487 2022-05-16 15:54:20,071 - mmdet - INFO - Epoch [35][2800/7330] lr: 1.000e-06, eta: 4:54:33, time: 1.467, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1296, s0.loss_cls: 0.1236, s0.acc: 95.3047, s0.loss_bbox: 0.0739, s0.loss_mask: 0.1768, s1.loss_cls: 0.0538, s1.acc: 95.8745, s1.loss_bbox: 0.0878, s1.loss_mask: 0.0843, s2.loss_cls: 0.0274, s2.acc: 95.7641, s2.loss_bbox: 0.0608, s2.loss_mask: 0.0402, loss: 0.8933 2022-05-16 15:55:33,674 - mmdet - INFO - Epoch [35][2850/7330] lr: 1.000e-06, eta: 4:53:19, time: 1.472, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1202, s0.loss_cls: 0.1135, s0.acc: 95.6526, s0.loss_bbox: 0.0670, s0.loss_mask: 0.1683, s1.loss_cls: 0.0499, s1.acc: 96.2006, s1.loss_bbox: 0.0805, s1.loss_mask: 0.0803, s2.loss_cls: 0.0260, s2.acc: 95.9916, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0383, loss: 0.8332 2022-05-16 15:56:47,616 - mmdet - INFO - Epoch [35][2900/7330] lr: 1.000e-06, eta: 4:52:04, time: 1.479, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0228, loss_semantic_seg: 0.1244, s0.loss_cls: 0.1145, s0.acc: 95.5710, s0.loss_bbox: 0.0670, s0.loss_mask: 0.1633, s1.loss_cls: 0.0498, s1.acc: 96.1804, s1.loss_bbox: 0.0808, s1.loss_mask: 0.0785, s2.loss_cls: 0.0255, s2.acc: 96.0248, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0375, loss: 0.8347 2022-05-16 15:58:00,768 - mmdet - INFO - Epoch [35][2950/7330] lr: 1.000e-06, eta: 4:50:50, time: 1.462, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1198, s0.loss_cls: 0.1079, s0.acc: 95.8552, s0.loss_bbox: 0.0657, s0.loss_mask: 0.1645, s1.loss_cls: 0.0467, s1.acc: 96.4154, s1.loss_bbox: 0.0775, s1.loss_mask: 0.0777, s2.loss_cls: 0.0239, s2.acc: 96.3221, s2.loss_bbox: 0.0549, s2.loss_mask: 0.0370, loss: 0.8096 2022-05-16 15:59:14,152 - mmdet - INFO - Epoch [35][3000/7330] lr: 1.000e-06, eta: 4:49:35, time: 1.468, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1254, s0.loss_cls: 0.1125, s0.acc: 95.6323, s0.loss_bbox: 0.0681, s0.loss_mask: 0.1691, s1.loss_cls: 0.0491, s1.acc: 96.2083, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0804, s2.loss_cls: 0.0257, s2.acc: 96.0232, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0383, loss: 0.8449 2022-05-16 16:00:28,262 - mmdet - INFO - Epoch [35][3050/7330] lr: 1.000e-06, eta: 4:48:20, time: 1.482, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1167, s0.loss_cls: 0.1157, s0.acc: 95.5310, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1705, s1.loss_cls: 0.0506, s1.acc: 96.1587, s1.loss_bbox: 0.0859, s1.loss_mask: 0.0815, s2.loss_cls: 0.0263, s2.acc: 95.9668, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0389, loss: 0.8509 2022-05-16 16:01:41,941 - mmdet - INFO - Epoch [35][3100/7330] lr: 1.000e-06, eta: 4:47:06, time: 1.472, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1224, s0.loss_cls: 0.1080, s0.acc: 95.8843, s0.loss_bbox: 0.0647, s0.loss_mask: 0.1615, s1.loss_cls: 0.0472, s1.acc: 96.4809, s1.loss_bbox: 0.0773, s1.loss_mask: 0.0767, s2.loss_cls: 0.0237, s2.acc: 96.3573, s2.loss_bbox: 0.0552, s2.loss_mask: 0.0368, loss: 0.8079 2022-05-16 16:02:55,393 - mmdet - INFO - Epoch [35][3150/7330] lr: 1.000e-06, eta: 4:45:51, time: 1.471, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1188, s0.loss_cls: 0.1133, s0.acc: 95.5872, s0.loss_bbox: 0.0681, s0.loss_mask: 0.1677, s1.loss_cls: 0.0498, s1.acc: 96.1457, s1.loss_bbox: 0.0818, s1.loss_mask: 0.0801, s2.loss_cls: 0.0256, s2.acc: 96.0272, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0384, loss: 0.8349 2022-05-16 16:04:08,633 - mmdet - INFO - Epoch [35][3200/7330] lr: 1.000e-06, eta: 4:44:37, time: 1.465, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1237, s0.loss_cls: 0.1148, s0.acc: 95.5428, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1717, s1.loss_cls: 0.0502, s1.acc: 96.1254, s1.loss_bbox: 0.0852, s1.loss_mask: 0.0818, s2.loss_cls: 0.0260, s2.acc: 95.9528, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0389, loss: 0.8565 2022-05-16 16:05:21,851 - mmdet - INFO - Epoch [35][3250/7330] lr: 1.000e-06, eta: 4:43:22, time: 1.464, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1232, s0.loss_cls: 0.1195, s0.acc: 95.3857, s0.loss_bbox: 0.0722, s0.loss_mask: 0.1704, s1.loss_cls: 0.0537, s1.acc: 95.8751, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0806, s2.loss_cls: 0.0274, s2.acc: 95.6573, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0383, loss: 0.8643 2022-05-16 16:06:34,766 - mmdet - INFO - Epoch [35][3300/7330] lr: 1.000e-06, eta: 4:42:08, time: 1.459, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1181, s0.loss_cls: 0.1160, s0.acc: 95.6174, s0.loss_bbox: 0.0688, s0.loss_mask: 0.1647, s1.loss_cls: 0.0509, s1.acc: 96.1873, s1.loss_bbox: 0.0804, s1.loss_mask: 0.0784, s2.loss_cls: 0.0261, s2.acc: 95.9708, s2.loss_bbox: 0.0547, s2.loss_mask: 0.0375, loss: 0.8309 2022-05-16 16:07:48,723 - mmdet - INFO - Epoch [35][3350/7330] lr: 1.000e-06, eta: 4:40:53, time: 1.479, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1144, s0.loss_cls: 0.1126, s0.acc: 95.6946, s0.loss_bbox: 0.0680, s0.loss_mask: 0.1627, s1.loss_cls: 0.0506, s1.acc: 96.1493, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0768, s2.loss_cls: 0.0259, s2.acc: 96.0636, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0366, loss: 0.8215 2022-05-16 16:09:02,031 - mmdet - INFO - Epoch [35][3400/7330] lr: 1.000e-06, eta: 4:39:39, time: 1.466, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1183, s0.loss_cls: 0.1131, s0.acc: 95.6384, s0.loss_bbox: 0.0668, s0.loss_mask: 0.1641, s1.loss_cls: 0.0487, s1.acc: 96.2361, s1.loss_bbox: 0.0812, s1.loss_mask: 0.0783, s2.loss_cls: 0.0249, s2.acc: 96.1366, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0372, loss: 0.8263 2022-05-16 16:10:15,525 - mmdet - INFO - Epoch [35][3450/7330] lr: 1.000e-06, eta: 4:38:24, time: 1.469, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1216, s0.loss_cls: 0.1192, s0.acc: 95.3943, s0.loss_bbox: 0.0715, s0.loss_mask: 0.1690, s1.loss_cls: 0.0535, s1.acc: 95.8981, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0804, s2.loss_cls: 0.0277, s2.acc: 95.7623, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0381, loss: 0.8586 2022-05-16 16:11:28,229 - mmdet - INFO - Epoch [35][3500/7330] lr: 1.000e-06, eta: 4:37:09, time: 1.452, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1187, s0.loss_cls: 0.1072, s0.acc: 95.8855, s0.loss_bbox: 0.0637, s0.loss_mask: 0.1639, s1.loss_cls: 0.0465, s1.acc: 96.4945, s1.loss_bbox: 0.0773, s1.loss_mask: 0.0782, s2.loss_cls: 0.0239, s2.acc: 96.3321, s2.loss_bbox: 0.0545, s2.loss_mask: 0.0373, loss: 0.8030 2022-05-16 16:12:40,916 - mmdet - INFO - Epoch [35][3550/7330] lr: 1.000e-06, eta: 4:35:55, time: 1.456, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1209, s0.loss_cls: 0.1137, s0.acc: 95.6453, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1711, s1.loss_cls: 0.0498, s1.acc: 96.1862, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0820, s2.loss_cls: 0.0259, s2.acc: 95.9942, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0385, loss: 0.8470 2022-05-16 16:13:53,298 - mmdet - INFO - Epoch [35][3600/7330] lr: 1.000e-06, eta: 4:34:40, time: 1.447, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1260, s0.loss_cls: 0.1092, s0.acc: 95.7922, s0.loss_bbox: 0.0663, s0.loss_mask: 0.1665, s1.loss_cls: 0.0480, s1.acc: 96.3053, s1.loss_bbox: 0.0803, s1.loss_mask: 0.0800, s2.loss_cls: 0.0246, s2.acc: 96.2141, s2.loss_bbox: 0.0552, s2.loss_mask: 0.0381, loss: 0.8289 2022-05-16 16:15:06,868 - mmdet - INFO - Epoch [35][3650/7330] lr: 1.000e-06, eta: 4:33:26, time: 1.472, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1214, s0.loss_cls: 0.1127, s0.acc: 95.6301, s0.loss_bbox: 0.0682, s0.loss_mask: 0.1676, s1.loss_cls: 0.0490, s1.acc: 96.2418, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0798, s2.loss_cls: 0.0247, s2.acc: 96.1907, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0384, loss: 0.8375 2022-05-16 16:16:20,148 - mmdet - INFO - Epoch [35][3700/7330] lr: 1.000e-06, eta: 4:32:11, time: 1.465, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1228, s0.loss_cls: 0.1173, s0.acc: 95.4519, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1756, s1.loss_cls: 0.0510, s1.acc: 96.1332, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0832, s2.loss_cls: 0.0263, s2.acc: 95.9086, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0396, loss: 0.8638 2022-05-16 16:17:33,387 - mmdet - INFO - Epoch [35][3750/7330] lr: 1.000e-06, eta: 4:30:57, time: 1.465, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1211, s0.loss_cls: 0.1122, s0.acc: 95.7974, s0.loss_bbox: 0.0659, s0.loss_mask: 0.1653, s1.loss_cls: 0.0491, s1.acc: 96.3409, s1.loss_bbox: 0.0800, s1.loss_mask: 0.0790, s2.loss_cls: 0.0251, s2.acc: 96.3086, s2.loss_bbox: 0.0551, s2.loss_mask: 0.0374, loss: 0.8238 2022-05-16 16:18:46,501 - mmdet - INFO - Epoch [35][3800/7330] lr: 1.000e-06, eta: 4:29:42, time: 1.462, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1234, s0.loss_cls: 0.1089, s0.acc: 95.7949, s0.loss_bbox: 0.0644, s0.loss_mask: 0.1650, s1.loss_cls: 0.0474, s1.acc: 96.3257, s1.loss_bbox: 0.0767, s1.loss_mask: 0.0791, s2.loss_cls: 0.0242, s2.acc: 96.2109, s2.loss_bbox: 0.0542, s2.loss_mask: 0.0376, loss: 0.8136 2022-05-16 16:19:59,946 - mmdet - INFO - Epoch [35][3850/7330] lr: 1.000e-06, eta: 4:28:27, time: 1.469, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1196, s0.loss_cls: 0.1193, s0.acc: 95.4270, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1723, s1.loss_cls: 0.0531, s1.acc: 95.9461, s1.loss_bbox: 0.0895, s1.loss_mask: 0.0824, s2.loss_cls: 0.0274, s2.acc: 95.7181, s2.loss_bbox: 0.0614, s2.loss_mask: 0.0394, loss: 0.8714 2022-05-16 16:21:13,612 - mmdet - INFO - Epoch [35][3900/7330] lr: 1.000e-06, eta: 4:27:13, time: 1.473, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1197, s0.loss_cls: 0.1117, s0.acc: 95.6763, s0.loss_bbox: 0.0674, s0.loss_mask: 0.1681, s1.loss_cls: 0.0486, s1.acc: 96.2647, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0797, s2.loss_cls: 0.0250, s2.acc: 96.1279, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0382, loss: 0.8324 2022-05-16 16:22:27,111 - mmdet - INFO - Epoch [35][3950/7330] lr: 1.000e-06, eta: 4:25:58, time: 1.468, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1166, s0.loss_cls: 0.1124, s0.acc: 95.6702, s0.loss_bbox: 0.0671, s0.loss_mask: 0.1675, s1.loss_cls: 0.0486, s1.acc: 96.2747, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0804, s2.loss_cls: 0.0254, s2.acc: 96.0831, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0382, loss: 0.8318 2022-05-16 16:23:40,309 - mmdet - INFO - Epoch [35][4000/7330] lr: 1.000e-06, eta: 4:24:44, time: 1.466, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1230, s0.loss_cls: 0.1212, s0.acc: 95.3281, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1756, s1.loss_cls: 0.0533, s1.acc: 95.8996, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0835, s2.loss_cls: 0.0273, s2.acc: 95.7361, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0399, loss: 0.8784 2022-05-16 16:24:53,947 - mmdet - INFO - Epoch [35][4050/7330] lr: 1.000e-06, eta: 4:23:29, time: 1.471, data_time: 0.024, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1165, s0.loss_cls: 0.1132, s0.acc: 95.6133, s0.loss_bbox: 0.0657, s0.loss_mask: 0.1694, s1.loss_cls: 0.0490, s1.acc: 96.2435, s1.loss_bbox: 0.0799, s1.loss_mask: 0.0806, s2.loss_cls: 0.0251, s2.acc: 96.1076, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0383, loss: 0.8306 2022-05-16 16:26:06,851 - mmdet - INFO - Epoch [35][4100/7330] lr: 1.000e-06, eta: 4:22:15, time: 1.460, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1267, s0.loss_cls: 0.1185, s0.acc: 95.4612, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1742, s1.loss_cls: 0.0518, s1.acc: 96.0689, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0830, s2.loss_cls: 0.0267, s2.acc: 95.8615, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0394, loss: 0.8719 2022-05-16 16:27:19,579 - mmdet - INFO - Epoch [35][4150/7330] lr: 1.000e-06, eta: 4:21:00, time: 1.454, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1217, s0.loss_cls: 0.1135, s0.acc: 95.5168, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1709, s1.loss_cls: 0.0498, s1.acc: 96.0370, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0817, s2.loss_cls: 0.0255, s2.acc: 95.9780, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0389, loss: 0.8464 2022-05-16 16:28:32,298 - mmdet - INFO - Epoch [35][4200/7330] lr: 1.000e-06, eta: 4:19:46, time: 1.455, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1221, s0.loss_cls: 0.1154, s0.acc: 95.6562, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1706, s1.loss_cls: 0.0496, s1.acc: 96.2927, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0815, s2.loss_cls: 0.0255, s2.acc: 96.1681, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0389, loss: 0.8503 2022-05-16 16:29:44,940 - mmdet - INFO - Epoch [35][4250/7330] lr: 1.000e-06, eta: 4:18:31, time: 1.453, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1217, s0.loss_cls: 0.1163, s0.acc: 95.6038, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1671, s1.loss_cls: 0.0512, s1.acc: 96.1770, s1.loss_bbox: 0.0810, s1.loss_mask: 0.0794, s2.loss_cls: 0.0259, s2.acc: 96.0202, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0380, loss: 0.8416 2022-05-16 16:30:58,080 - mmdet - INFO - Epoch [35][4300/7330] lr: 1.000e-06, eta: 4:17:16, time: 1.462, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1204, s0.loss_cls: 0.1208, s0.acc: 95.3560, s0.loss_bbox: 0.0713, s0.loss_mask: 0.1725, s1.loss_cls: 0.0536, s1.acc: 95.8941, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0821, s2.loss_cls: 0.0274, s2.acc: 95.7407, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0392, loss: 0.8719 2022-05-16 16:32:10,651 - mmdet - INFO - Epoch [35][4350/7330] lr: 1.000e-06, eta: 4:16:02, time: 1.452, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1181, s0.loss_cls: 0.1202, s0.acc: 95.3313, s0.loss_bbox: 0.0705, s0.loss_mask: 0.1682, s1.loss_cls: 0.0542, s1.acc: 95.9071, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0796, s2.loss_cls: 0.0271, s2.acc: 95.7985, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0380, loss: 0.8589 2022-05-16 16:33:24,180 - mmdet - INFO - Epoch [35][4400/7330] lr: 1.000e-06, eta: 4:14:47, time: 1.471, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1213, s0.loss_cls: 0.1151, s0.acc: 95.6252, s0.loss_bbox: 0.0678, s0.loss_mask: 0.1644, s1.loss_cls: 0.0508, s1.acc: 96.1646, s1.loss_bbox: 0.0809, s1.loss_mask: 0.0782, s2.loss_cls: 0.0267, s2.acc: 95.9132, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0370, loss: 0.8347 2022-05-16 16:34:37,525 - mmdet - INFO - Epoch [35][4450/7330] lr: 1.000e-06, eta: 4:13:33, time: 1.467, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1263, s0.loss_cls: 0.1152, s0.acc: 95.5598, s0.loss_bbox: 0.0674, s0.loss_mask: 0.1673, s1.loss_cls: 0.0509, s1.acc: 96.0847, s1.loss_bbox: 0.0821, s1.loss_mask: 0.0795, s2.loss_cls: 0.0260, s2.acc: 96.0087, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0379, loss: 0.8458 2022-05-16 16:35:50,770 - mmdet - INFO - Epoch [35][4500/7330] lr: 1.000e-06, eta: 4:12:18, time: 1.465, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0227, loss_semantic_seg: 0.1220, s0.loss_cls: 0.1150, s0.acc: 95.6357, s0.loss_bbox: 0.0689, s0.loss_mask: 0.1680, s1.loss_cls: 0.0501, s1.acc: 96.1858, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0801, s2.loss_cls: 0.0258, s2.acc: 96.0605, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0382, loss: 0.8467 2022-05-16 16:37:04,140 - mmdet - INFO - Epoch [35][4550/7330] lr: 1.000e-06, eta: 4:11:04, time: 1.467, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1271, s0.loss_cls: 0.1118, s0.acc: 95.7539, s0.loss_bbox: 0.0661, s0.loss_mask: 0.1655, s1.loss_cls: 0.0490, s1.acc: 96.2888, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0797, s2.loss_cls: 0.0257, s2.acc: 95.9866, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0379, loss: 0.8405 2022-05-16 16:38:17,768 - mmdet - INFO - Epoch [35][4600/7330] lr: 1.000e-06, eta: 4:09:49, time: 1.472, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1234, s0.loss_cls: 0.1237, s0.acc: 95.2739, s0.loss_bbox: 0.0744, s0.loss_mask: 0.1750, s1.loss_cls: 0.0547, s1.acc: 95.8613, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0830, s2.loss_cls: 0.0281, s2.acc: 95.7491, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0395, loss: 0.8884 2022-05-16 16:39:30,842 - mmdet - INFO - Epoch [35][4650/7330] lr: 1.000e-06, eta: 4:08:35, time: 1.462, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1237, s0.loss_cls: 0.1187, s0.acc: 95.4458, s0.loss_bbox: 0.0710, s0.loss_mask: 0.1717, s1.loss_cls: 0.0523, s1.acc: 95.9596, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0813, s2.loss_cls: 0.0269, s2.acc: 95.8422, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0389, loss: 0.8623 2022-05-16 16:40:43,049 - mmdet - INFO - Epoch [35][4700/7330] lr: 1.000e-06, eta: 4:07:20, time: 1.444, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1179, s0.loss_cls: 0.1122, s0.acc: 95.6672, s0.loss_bbox: 0.0673, s0.loss_mask: 0.1686, s1.loss_cls: 0.0489, s1.acc: 96.2403, s1.loss_bbox: 0.0811, s1.loss_mask: 0.0804, s2.loss_cls: 0.0251, s2.acc: 96.1155, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0383, loss: 0.8298 2022-05-16 16:41:56,375 - mmdet - INFO - Epoch [35][4750/7330] lr: 1.000e-06, eta: 4:06:05, time: 1.467, data_time: 0.024, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1221, s0.loss_cls: 0.1126, s0.acc: 95.6924, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1669, s1.loss_cls: 0.0487, s1.acc: 96.3705, s1.loss_bbox: 0.0835, s1.loss_mask: 0.0796, s2.loss_cls: 0.0252, s2.acc: 96.1667, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0380, loss: 0.8368 2022-05-16 16:43:08,444 - mmdet - INFO - Epoch [35][4800/7330] lr: 1.000e-06, eta: 4:04:51, time: 1.442, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1240, s0.loss_cls: 0.1111, s0.acc: 95.7043, s0.loss_bbox: 0.0652, s0.loss_mask: 0.1671, s1.loss_cls: 0.0496, s1.acc: 96.1204, s1.loss_bbox: 0.0796, s1.loss_mask: 0.0797, s2.loss_cls: 0.0254, s2.acc: 96.0057, s2.loss_bbox: 0.0557, s2.loss_mask: 0.0381, loss: 0.8286 2022-05-16 16:44:21,644 - mmdet - INFO - Epoch [35][4850/7330] lr: 1.000e-06, eta: 4:03:36, time: 1.464, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1225, s0.loss_cls: 0.1143, s0.acc: 95.6406, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1738, s1.loss_cls: 0.0496, s1.acc: 96.2752, s1.loss_bbox: 0.0885, s1.loss_mask: 0.0827, s2.loss_cls: 0.0261, s2.acc: 96.0066, s2.loss_bbox: 0.0606, s2.loss_mask: 0.0390, loss: 0.8652 2022-05-16 16:45:34,403 - mmdet - INFO - Epoch [35][4900/7330] lr: 1.000e-06, eta: 4:02:22, time: 1.455, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1216, s0.loss_cls: 0.1105, s0.acc: 95.7493, s0.loss_bbox: 0.0655, s0.loss_mask: 0.1665, s1.loss_cls: 0.0483, s1.acc: 96.3082, s1.loss_bbox: 0.0805, s1.loss_mask: 0.0796, s2.loss_cls: 0.0244, s2.acc: 96.2141, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0380, loss: 0.8252 2022-05-16 16:46:47,398 - mmdet - INFO - Epoch [35][4950/7330] lr: 1.000e-06, eta: 4:01:07, time: 1.460, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1200, s0.loss_cls: 0.1107, s0.acc: 95.7305, s0.loss_bbox: 0.0676, s0.loss_mask: 0.1667, s1.loss_cls: 0.0484, s1.acc: 96.2920, s1.loss_bbox: 0.0804, s1.loss_mask: 0.0784, s2.loss_cls: 0.0250, s2.acc: 96.1101, s2.loss_bbox: 0.0557, s2.loss_mask: 0.0375, loss: 0.8241 2022-05-16 16:47:59,907 - mmdet - INFO - Epoch [35][5000/7330] lr: 1.000e-06, eta: 3:59:53, time: 1.450, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0194, loss_semantic_seg: 0.1216, s0.loss_cls: 0.1107, s0.acc: 95.7556, s0.loss_bbox: 0.0646, s0.loss_mask: 0.1643, s1.loss_cls: 0.0492, s1.acc: 96.3174, s1.loss_bbox: 0.0793, s1.loss_mask: 0.0784, s2.loss_cls: 0.0249, s2.acc: 96.2181, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0375, loss: 0.8194 2022-05-16 16:49:13,517 - mmdet - INFO - Epoch [35][5050/7330] lr: 1.000e-06, eta: 3:58:38, time: 1.473, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1160, s0.loss_cls: 0.1141, s0.acc: 95.6211, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1687, s1.loss_cls: 0.0489, s1.acc: 96.2186, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0808, s2.loss_cls: 0.0257, s2.acc: 96.0514, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0384, loss: 0.8354 2022-05-16 16:50:26,589 - mmdet - INFO - Epoch [35][5100/7330] lr: 1.000e-06, eta: 3:57:23, time: 1.461, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1216, s0.loss_cls: 0.1185, s0.acc: 95.4360, s0.loss_bbox: 0.0720, s0.loss_mask: 0.1711, s1.loss_cls: 0.0531, s1.acc: 95.9630, s1.loss_bbox: 0.0860, s1.loss_mask: 0.0817, s2.loss_cls: 0.0268, s2.acc: 95.8825, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0393, loss: 0.8654 2022-05-16 16:51:39,756 - mmdet - INFO - Epoch [35][5150/7330] lr: 1.000e-06, eta: 3:56:09, time: 1.464, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1194, s0.loss_cls: 0.1093, s0.acc: 95.7349, s0.loss_bbox: 0.0654, s0.loss_mask: 0.1651, s1.loss_cls: 0.0476, s1.acc: 96.3178, s1.loss_bbox: 0.0799, s1.loss_mask: 0.0790, s2.loss_cls: 0.0246, s2.acc: 96.2330, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0376, loss: 0.8177 2022-05-16 16:52:52,057 - mmdet - INFO - Epoch [35][5200/7330] lr: 1.000e-06, eta: 3:54:54, time: 1.446, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1222, s0.loss_cls: 0.1114, s0.acc: 95.7986, s0.loss_bbox: 0.0640, s0.loss_mask: 0.1632, s1.loss_cls: 0.0487, s1.acc: 96.3611, s1.loss_bbox: 0.0792, s1.loss_mask: 0.0777, s2.loss_cls: 0.0249, s2.acc: 96.2625, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0370, loss: 0.8159 2022-05-16 16:54:04,686 - mmdet - INFO - Epoch [35][5250/7330] lr: 1.000e-06, eta: 3:53:40, time: 1.453, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1162, s0.loss_cls: 0.1109, s0.acc: 95.7927, s0.loss_bbox: 0.0665, s0.loss_mask: 0.1699, s1.loss_cls: 0.0481, s1.acc: 96.4135, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0811, s2.loss_cls: 0.0246, s2.acc: 96.2500, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0386, loss: 0.8313 2022-05-16 16:55:18,213 - mmdet - INFO - Epoch [35][5300/7330] lr: 1.000e-06, eta: 3:52:25, time: 1.471, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1169, s0.loss_cls: 0.1217, s0.acc: 95.3748, s0.loss_bbox: 0.0724, s0.loss_mask: 0.1688, s1.loss_cls: 0.0529, s1.acc: 96.0418, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0804, s2.loss_cls: 0.0267, s2.acc: 95.9543, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0381, loss: 0.8578 2022-05-16 16:56:31,036 - mmdet - INFO - Epoch [35][5350/7330] lr: 1.000e-06, eta: 3:51:11, time: 1.456, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1269, s0.loss_cls: 0.1117, s0.acc: 95.7009, s0.loss_bbox: 0.0689, s0.loss_mask: 0.1709, s1.loss_cls: 0.0495, s1.acc: 96.1902, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0813, s2.loss_cls: 0.0260, s2.acc: 95.9908, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0388, loss: 0.8492 2022-05-16 16:57:43,356 - mmdet - INFO - Epoch [35][5400/7330] lr: 1.000e-06, eta: 3:49:56, time: 1.446, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1217, s0.loss_cls: 0.1087, s0.acc: 95.8860, s0.loss_bbox: 0.0636, s0.loss_mask: 0.1654, s1.loss_cls: 0.0472, s1.acc: 96.4886, s1.loss_bbox: 0.0811, s1.loss_mask: 0.0796, s2.loss_cls: 0.0242, s2.acc: 96.2848, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0380, loss: 0.8204 2022-05-16 16:58:56,127 - mmdet - INFO - Epoch [35][5450/7330] lr: 1.000e-06, eta: 3:48:42, time: 1.456, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1174, s0.loss_cls: 0.1157, s0.acc: 95.6062, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1682, s1.loss_cls: 0.0508, s1.acc: 96.1599, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0801, s2.loss_cls: 0.0260, s2.acc: 95.9147, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0380, loss: 0.8351 2022-05-16 17:00:09,706 - mmdet - INFO - Epoch [35][5500/7330] lr: 1.000e-06, eta: 3:47:27, time: 1.472, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1229, s0.loss_cls: 0.1130, s0.acc: 95.6797, s0.loss_bbox: 0.0672, s0.loss_mask: 0.1661, s1.loss_cls: 0.0491, s1.acc: 96.2620, s1.loss_bbox: 0.0812, s1.loss_mask: 0.0789, s2.loss_cls: 0.0250, s2.acc: 96.1256, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0378, loss: 0.8345 2022-05-16 17:01:22,067 - mmdet - INFO - Epoch [35][5550/7330] lr: 1.000e-06, eta: 3:46:12, time: 1.447, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1203, s0.loss_cls: 0.1145, s0.acc: 95.6206, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1696, s1.loss_cls: 0.0499, s1.acc: 96.2107, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0809, s2.loss_cls: 0.0256, s2.acc: 96.0700, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0385, loss: 0.8427 2022-05-16 17:02:36,315 - mmdet - INFO - Epoch [35][5600/7330] lr: 1.000e-06, eta: 3:44:58, time: 1.483, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1205, s0.loss_cls: 0.1154, s0.acc: 95.5210, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1695, s1.loss_cls: 0.0506, s1.acc: 96.1247, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0805, s2.loss_cls: 0.0260, s2.acc: 95.9136, s2.loss_bbox: 0.0586, s2.loss_mask: 0.0383, loss: 0.8497 2022-05-16 17:03:49,228 - mmdet - INFO - Epoch [35][5650/7330] lr: 1.000e-06, eta: 3:43:43, time: 1.460, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1233, s0.loss_cls: 0.1208, s0.acc: 95.4158, s0.loss_bbox: 0.0731, s0.loss_mask: 0.1685, s1.loss_cls: 0.0535, s1.acc: 95.9654, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0796, s2.loss_cls: 0.0277, s2.acc: 95.7414, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0378, loss: 0.8609 2022-05-16 17:05:01,670 - mmdet - INFO - Epoch [35][5700/7330] lr: 1.000e-06, eta: 3:42:29, time: 1.449, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0190, loss_semantic_seg: 0.1223, s0.loss_cls: 0.1076, s0.acc: 95.8267, s0.loss_bbox: 0.0673, s0.loss_mask: 0.1677, s1.loss_cls: 0.0466, s1.acc: 96.4635, s1.loss_bbox: 0.0828, s1.loss_mask: 0.0805, s2.loss_cls: 0.0245, s2.acc: 96.2754, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0383, loss: 0.8263 2022-05-16 17:06:15,194 - mmdet - INFO - Epoch [35][5750/7330] lr: 1.000e-06, eta: 3:41:14, time: 1.471, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1233, s0.loss_cls: 0.1118, s0.acc: 95.7087, s0.loss_bbox: 0.0670, s0.loss_mask: 0.1700, s1.loss_cls: 0.0492, s1.acc: 96.2836, s1.loss_bbox: 0.0828, s1.loss_mask: 0.0808, s2.loss_cls: 0.0247, s2.acc: 96.1934, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0382, loss: 0.8385 2022-05-16 17:07:28,206 - mmdet - INFO - Epoch [35][5800/7330] lr: 1.000e-06, eta: 3:40:00, time: 1.460, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1197, s0.loss_cls: 0.1102, s0.acc: 95.7002, s0.loss_bbox: 0.0657, s0.loss_mask: 0.1659, s1.loss_cls: 0.0484, s1.acc: 96.2679, s1.loss_bbox: 0.0789, s1.loss_mask: 0.0791, s2.loss_cls: 0.0248, s2.acc: 96.1495, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0379, loss: 0.8206 2022-05-16 17:08:41,303 - mmdet - INFO - Epoch [35][5850/7330] lr: 1.000e-06, eta: 3:38:45, time: 1.462, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1168, s0.loss_cls: 0.1062, s0.acc: 95.9160, s0.loss_bbox: 0.0644, s0.loss_mask: 0.1645, s1.loss_cls: 0.0462, s1.acc: 96.5007, s1.loss_bbox: 0.0782, s1.loss_mask: 0.0790, s2.loss_cls: 0.0237, s2.acc: 96.3612, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0376, loss: 0.8050 2022-05-16 17:09:54,016 - mmdet - INFO - Epoch [35][5900/7330] lr: 1.000e-06, eta: 3:37:31, time: 1.454, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1194, s0.loss_cls: 0.1086, s0.acc: 95.7554, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1700, s1.loss_cls: 0.0472, s1.acc: 96.3568, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0812, s2.loss_cls: 0.0242, s2.acc: 96.2063, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0387, loss: 0.8298 2022-05-16 17:11:08,313 - mmdet - INFO - Epoch [35][5950/7330] lr: 1.000e-06, eta: 3:36:16, time: 1.486, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1236, s0.loss_cls: 0.1136, s0.acc: 95.6228, s0.loss_bbox: 0.0709, s0.loss_mask: 0.1669, s1.loss_cls: 0.0499, s1.acc: 96.1250, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0789, s2.loss_cls: 0.0257, s2.acc: 96.0928, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0377, loss: 0.8458 2022-05-16 17:12:22,554 - mmdet - INFO - Epoch [35][6000/7330] lr: 1.000e-06, eta: 3:35:02, time: 1.483, data_time: 0.027, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1198, s0.loss_cls: 0.1141, s0.acc: 95.6802, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1697, s1.loss_cls: 0.0499, s1.acc: 96.2874, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0810, s2.loss_cls: 0.0262, s2.acc: 95.9890, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0384, loss: 0.8511 2022-05-16 17:13:35,752 - mmdet - INFO - Epoch [35][6050/7330] lr: 1.000e-06, eta: 3:33:47, time: 1.466, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1235, s0.loss_cls: 0.1145, s0.acc: 95.6150, s0.loss_bbox: 0.0693, s0.loss_mask: 0.1729, s1.loss_cls: 0.0493, s1.acc: 96.2105, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0825, s2.loss_cls: 0.0252, s2.acc: 96.0981, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0392, loss: 0.8551 2022-05-16 17:14:48,432 - mmdet - INFO - Epoch [35][6100/7330] lr: 1.000e-06, eta: 3:32:33, time: 1.454, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1221, s0.loss_cls: 0.1119, s0.acc: 95.6316, s0.loss_bbox: 0.0691, s0.loss_mask: 0.1728, s1.loss_cls: 0.0488, s1.acc: 96.2462, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0828, s2.loss_cls: 0.0251, s2.acc: 96.0632, s2.loss_bbox: 0.0603, s2.loss_mask: 0.0396, loss: 0.8533 2022-05-16 17:16:02,016 - mmdet - INFO - Epoch [35][6150/7330] lr: 1.000e-06, eta: 3:31:18, time: 1.472, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1245, s0.loss_cls: 0.1227, s0.acc: 95.2410, s0.loss_bbox: 0.0732, s0.loss_mask: 0.1724, s1.loss_cls: 0.0543, s1.acc: 95.8831, s1.loss_bbox: 0.0879, s1.loss_mask: 0.0819, s2.loss_cls: 0.0281, s2.acc: 95.6512, s2.loss_bbox: 0.0607, s2.loss_mask: 0.0390, loss: 0.8789 2022-05-16 17:17:15,300 - mmdet - INFO - Epoch [35][6200/7330] lr: 1.000e-06, eta: 3:30:04, time: 1.465, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0221, loss_semantic_seg: 0.1229, s0.loss_cls: 0.1148, s0.acc: 95.5808, s0.loss_bbox: 0.0675, s0.loss_mask: 0.1660, s1.loss_cls: 0.0505, s1.acc: 96.1924, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0790, s2.loss_cls: 0.0261, s2.acc: 96.0806, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0376, loss: 0.8401 2022-05-16 17:18:27,370 - mmdet - INFO - Epoch [35][6250/7330] lr: 1.000e-06, eta: 3:28:49, time: 1.442, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0190, loss_semantic_seg: 0.1229, s0.loss_cls: 0.1134, s0.acc: 95.7383, s0.loss_bbox: 0.0672, s0.loss_mask: 0.1640, s1.loss_cls: 0.0486, s1.acc: 96.3829, s1.loss_bbox: 0.0801, s1.loss_mask: 0.0778, s2.loss_cls: 0.0244, s2.acc: 96.3296, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0372, loss: 0.8245 2022-05-16 17:19:39,746 - mmdet - INFO - Epoch [35][6300/7330] lr: 1.000e-06, eta: 3:27:34, time: 1.447, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1137, s0.loss_cls: 0.1068, s0.acc: 95.8611, s0.loss_bbox: 0.0658, s0.loss_mask: 0.1654, s1.loss_cls: 0.0466, s1.acc: 96.4613, s1.loss_bbox: 0.0802, s1.loss_mask: 0.0789, s2.loss_cls: 0.0237, s2.acc: 96.2647, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0378, loss: 0.8086 2022-05-16 17:20:52,570 - mmdet - INFO - Epoch [35][6350/7330] lr: 1.000e-06, eta: 3:26:20, time: 1.457, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1180, s0.loss_cls: 0.1137, s0.acc: 95.7082, s0.loss_bbox: 0.0668, s0.loss_mask: 0.1662, s1.loss_cls: 0.0496, s1.acc: 96.2921, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0788, s2.loss_cls: 0.0253, s2.acc: 96.1815, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0379, loss: 0.8316 2022-05-16 17:22:05,829 - mmdet - INFO - Epoch [35][6400/7330] lr: 1.000e-06, eta: 3:25:05, time: 1.463, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1162, s0.loss_cls: 0.1132, s0.acc: 95.6208, s0.loss_bbox: 0.0680, s0.loss_mask: 0.1689, s1.loss_cls: 0.0501, s1.acc: 96.1338, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0805, s2.loss_cls: 0.0257, s2.acc: 95.9766, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0381, loss: 0.8347 2022-05-16 17:23:18,457 - mmdet - INFO - Epoch [35][6450/7330] lr: 1.000e-06, eta: 3:23:51, time: 1.454, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1195, s0.loss_cls: 0.1184, s0.acc: 95.4502, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1639, s1.loss_cls: 0.0519, s1.acc: 96.0258, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0785, s2.loss_cls: 0.0270, s2.acc: 95.8717, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0375, loss: 0.8463 2022-05-16 17:24:31,499 - mmdet - INFO - Epoch [35][6500/7330] lr: 1.000e-06, eta: 3:22:36, time: 1.461, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1133, s0.loss_cls: 0.1156, s0.acc: 95.5205, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1717, s1.loss_cls: 0.0510, s1.acc: 96.0615, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0813, s2.loss_cls: 0.0259, s2.acc: 95.9950, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0388, loss: 0.8448 2022-05-16 17:25:44,075 - mmdet - INFO - Epoch [35][6550/7330] lr: 1.000e-06, eta: 3:21:22, time: 1.452, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1219, s0.loss_cls: 0.1144, s0.acc: 95.6147, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1692, s1.loss_cls: 0.0506, s1.acc: 96.1487, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0810, s2.loss_cls: 0.0262, s2.acc: 95.9112, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0386, loss: 0.8506 2022-05-16 17:26:56,771 - mmdet - INFO - Epoch [35][6600/7330] lr: 1.000e-06, eta: 3:20:07, time: 1.453, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0187, loss_semantic_seg: 0.1213, s0.loss_cls: 0.1102, s0.acc: 95.7471, s0.loss_bbox: 0.0673, s0.loss_mask: 0.1665, s1.loss_cls: 0.0492, s1.acc: 96.2789, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0796, s2.loss_cls: 0.0251, s2.acc: 96.0839, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0379, loss: 0.8288 2022-05-16 17:28:09,295 - mmdet - INFO - Epoch [35][6650/7330] lr: 1.000e-06, eta: 3:18:53, time: 1.451, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0194, loss_semantic_seg: 0.1173, s0.loss_cls: 0.1095, s0.acc: 95.7366, s0.loss_bbox: 0.0656, s0.loss_mask: 0.1674, s1.loss_cls: 0.0478, s1.acc: 96.2546, s1.loss_bbox: 0.0812, s1.loss_mask: 0.0802, s2.loss_cls: 0.0246, s2.acc: 96.2021, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0384, loss: 0.8221 2022-05-16 17:29:22,830 - mmdet - INFO - Epoch [35][6700/7330] lr: 1.000e-06, eta: 3:17:38, time: 1.471, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1252, s0.loss_cls: 0.1108, s0.acc: 95.6871, s0.loss_bbox: 0.0645, s0.loss_mask: 0.1605, s1.loss_cls: 0.0490, s1.acc: 96.1821, s1.loss_bbox: 0.0780, s1.loss_mask: 0.0767, s2.loss_cls: 0.0251, s2.acc: 95.9856, s2.loss_bbox: 0.0548, s2.loss_mask: 0.0367, loss: 0.8148 2022-05-16 17:30:36,217 - mmdet - INFO - Epoch [35][6750/7330] lr: 1.000e-06, eta: 3:16:24, time: 1.468, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1236, s0.loss_cls: 0.1115, s0.acc: 95.6951, s0.loss_bbox: 0.0657, s0.loss_mask: 0.1631, s1.loss_cls: 0.0486, s1.acc: 96.2394, s1.loss_bbox: 0.0793, s1.loss_mask: 0.0772, s2.loss_cls: 0.0248, s2.acc: 96.0966, s2.loss_bbox: 0.0560, s2.loss_mask: 0.0369, loss: 0.8201 2022-05-16 17:31:48,604 - mmdet - INFO - Epoch [35][6800/7330] lr: 1.000e-06, eta: 3:15:09, time: 1.448, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1252, s0.loss_cls: 0.1176, s0.acc: 95.4631, s0.loss_bbox: 0.0707, s0.loss_mask: 0.1751, s1.loss_cls: 0.0521, s1.acc: 95.9443, s1.loss_bbox: 0.0858, s1.loss_mask: 0.0833, s2.loss_cls: 0.0269, s2.acc: 95.8387, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0396, loss: 0.8725 2022-05-16 17:33:01,544 - mmdet - INFO - Epoch [35][6850/7330] lr: 1.000e-06, eta: 3:13:54, time: 1.459, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1230, s0.loss_cls: 0.1132, s0.acc: 95.6707, s0.loss_bbox: 0.0674, s0.loss_mask: 0.1659, s1.loss_cls: 0.0497, s1.acc: 96.2503, s1.loss_bbox: 0.0816, s1.loss_mask: 0.0791, s2.loss_cls: 0.0256, s2.acc: 96.1354, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0380, loss: 0.8350 2022-05-16 17:34:14,736 - mmdet - INFO - Epoch [35][6900/7330] lr: 1.000e-06, eta: 3:12:40, time: 1.464, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1217, s0.loss_cls: 0.1177, s0.acc: 95.4941, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1728, s1.loss_cls: 0.0523, s1.acc: 95.9935, s1.loss_bbox: 0.0841, s1.loss_mask: 0.0824, s2.loss_cls: 0.0267, s2.acc: 95.7964, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0394, loss: 0.8591 2022-05-16 17:35:28,944 - mmdet - INFO - Epoch [35][6950/7330] lr: 1.000e-06, eta: 3:11:25, time: 1.484, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1193, s0.loss_cls: 0.1137, s0.acc: 95.6213, s0.loss_bbox: 0.0692, s0.loss_mask: 0.1708, s1.loss_cls: 0.0496, s1.acc: 96.2514, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0811, s2.loss_cls: 0.0252, s2.acc: 96.1098, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0387, loss: 0.8462 2022-05-16 17:36:42,140 - mmdet - INFO - Epoch [35][7000/7330] lr: 1.000e-06, eta: 3:10:11, time: 1.462, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1184, s0.loss_cls: 0.1095, s0.acc: 95.7229, s0.loss_bbox: 0.0645, s0.loss_mask: 0.1662, s1.loss_cls: 0.0482, s1.acc: 96.2969, s1.loss_bbox: 0.0818, s1.loss_mask: 0.0799, s2.loss_cls: 0.0251, s2.acc: 96.1030, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0378, loss: 0.8208 2022-05-16 17:37:55,620 - mmdet - INFO - Epoch [35][7050/7330] lr: 1.000e-06, eta: 3:08:56, time: 1.472, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1280, s0.loss_cls: 0.1150, s0.acc: 95.5505, s0.loss_bbox: 0.0723, s0.loss_mask: 0.1718, s1.loss_cls: 0.0506, s1.acc: 96.0795, s1.loss_bbox: 0.0853, s1.loss_mask: 0.0815, s2.loss_cls: 0.0262, s2.acc: 95.9285, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0387, loss: 0.8631 2022-05-16 17:39:08,664 - mmdet - INFO - Epoch [35][7100/7330] lr: 1.000e-06, eta: 3:07:42, time: 1.461, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1235, s0.loss_cls: 0.1133, s0.acc: 95.6754, s0.loss_bbox: 0.0679, s0.loss_mask: 0.1679, s1.loss_cls: 0.0494, s1.acc: 96.2945, s1.loss_bbox: 0.0810, s1.loss_mask: 0.0801, s2.loss_cls: 0.0252, s2.acc: 96.0833, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0384, loss: 0.8386 2022-05-16 17:40:21,784 - mmdet - INFO - Epoch [35][7150/7330] lr: 1.000e-06, eta: 3:06:27, time: 1.462, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1212, s0.loss_cls: 0.1052, s0.acc: 95.9531, s0.loss_bbox: 0.0631, s0.loss_mask: 0.1614, s1.loss_cls: 0.0456, s1.acc: 96.4811, s1.loss_bbox: 0.0771, s1.loss_mask: 0.0770, s2.loss_cls: 0.0240, s2.acc: 96.3285, s2.loss_bbox: 0.0539, s2.loss_mask: 0.0368, loss: 0.7983 2022-05-16 17:41:36,350 - mmdet - INFO - Epoch [35][7200/7330] lr: 1.000e-06, eta: 3:05:13, time: 1.491, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1198, s0.loss_cls: 0.1142, s0.acc: 95.7012, s0.loss_bbox: 0.0668, s0.loss_mask: 0.1636, s1.loss_cls: 0.0506, s1.acc: 96.2923, s1.loss_bbox: 0.0799, s1.loss_mask: 0.0785, s2.loss_cls: 0.0256, s2.acc: 96.1628, s2.loss_bbox: 0.0550, s2.loss_mask: 0.0374, loss: 0.8240 2022-05-16 17:42:50,386 - mmdet - INFO - Epoch [35][7250/7330] lr: 1.000e-06, eta: 3:03:58, time: 1.481, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1272, s0.loss_cls: 0.1191, s0.acc: 95.4907, s0.loss_bbox: 0.0692, s0.loss_mask: 0.1680, s1.loss_cls: 0.0528, s1.acc: 95.9824, s1.loss_bbox: 0.0839, s1.loss_mask: 0.0800, s2.loss_cls: 0.0269, s2.acc: 95.8529, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0382, loss: 0.8590 2022-05-16 17:44:03,137 - mmdet - INFO - Epoch [35][7300/7330] lr: 1.000e-06, eta: 3:02:44, time: 1.455, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1273, s0.loss_cls: 0.1150, s0.acc: 95.5823, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1704, s1.loss_cls: 0.0506, s1.acc: 96.1170, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0815, s2.loss_cls: 0.0256, s2.acc: 96.0165, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0389, loss: 0.8562 2022-05-16 17:45:05,814 - mmdet - INFO - Saving checkpoint at 35 epochs 2022-05-16 17:49:57,560 - mmdet - INFO - Evaluating bbox... 2022-05-16 17:50:36,641 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.579 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.766 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.635 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.436 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.616 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.726 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.736 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.736 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.736 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.768 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.863 2022-05-16 17:50:36,642 - mmdet - INFO - Evaluating segm... 2022-05-16 17:51:23,700 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.502 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.744 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.549 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.328 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.533 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.683 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 ] = 0.499 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 ] = 0.776 2022-05-16 17:51:24,414 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 17:51:24,416 - mmdet - INFO - Epoch(val) [35][313] bbox_mAP: 0.5790, bbox_mAP_50: 0.7660, bbox_mAP_75: 0.6350, bbox_mAP_s: 0.4360, bbox_mAP_m: 0.6160, bbox_mAP_l: 0.7260, bbox_mAP_copypaste: 0.579 0.766 0.635 0.436 0.616 0.726, segm_mAP: 0.5020, segm_mAP_50: 0.7440, segm_mAP_75: 0.5490, segm_mAP_s: 0.3280, segm_mAP_m: 0.5330, segm_mAP_l: 0.6830, segm_mAP_copypaste: 0.502 0.744 0.549 0.328 0.533 0.683 2022-05-16 17:56:56,781 - mmdet - INFO - Epoch [36][50/7330] lr: 1.000e-06, eta: 3:00:51, time: 6.646, data_time: 5.196, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1145, s0.loss_cls: 0.1118, s0.acc: 95.7406, s0.loss_bbox: 0.0669, s0.loss_mask: 0.1677, s1.loss_cls: 0.0483, s1.acc: 96.3802, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0802, s2.loss_cls: 0.0246, s2.acc: 96.2556, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0384, loss: 0.8278 2022-05-16 17:58:09,866 - mmdet - INFO - Epoch [36][100/7330] lr: 1.000e-06, eta: 2:59:36, time: 1.462, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1267, s0.loss_cls: 0.1120, s0.acc: 95.6240, s0.loss_bbox: 0.0664, s0.loss_mask: 0.1653, s1.loss_cls: 0.0500, s1.acc: 96.1764, s1.loss_bbox: 0.0805, s1.loss_mask: 0.0786, s2.loss_cls: 0.0255, s2.acc: 96.0549, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0375, loss: 0.8339 2022-05-16 17:59:23,084 - mmdet - INFO - Epoch [36][150/7330] lr: 1.000e-06, eta: 2:58:22, time: 1.464, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1180, s0.loss_cls: 0.1138, s0.acc: 95.5654, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1715, s1.loss_cls: 0.0497, s1.acc: 96.1241, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0822, s2.loss_cls: 0.0256, s2.acc: 95.9769, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0390, loss: 0.8459 2022-05-16 18:00:37,984 - mmdet - INFO - Epoch [36][200/7330] lr: 1.000e-06, eta: 2:57:07, time: 1.498, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1158, s0.loss_cls: 0.1158, s0.acc: 95.4822, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1665, s1.loss_cls: 0.0511, s1.acc: 96.0358, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0788, s2.loss_cls: 0.0261, s2.acc: 95.9213, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0378, loss: 0.8362 2022-05-16 18:01:51,052 - mmdet - INFO - Epoch [36][250/7330] lr: 1.000e-06, eta: 2:55:52, time: 1.461, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1201, s0.loss_cls: 0.1139, s0.acc: 95.5767, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1698, s1.loss_cls: 0.0507, s1.acc: 96.1117, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0808, s2.loss_cls: 0.0261, s2.acc: 95.9154, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0384, loss: 0.8445 2022-05-16 18:03:04,041 - mmdet - INFO - Epoch [36][300/7330] lr: 1.000e-06, eta: 2:54:38, time: 1.459, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1217, s0.loss_cls: 0.1158, s0.acc: 95.5658, s0.loss_bbox: 0.0673, s0.loss_mask: 0.1719, s1.loss_cls: 0.0509, s1.acc: 96.1284, s1.loss_bbox: 0.0818, s1.loss_mask: 0.0820, s2.loss_cls: 0.0262, s2.acc: 95.9421, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0388, loss: 0.8483 2022-05-16 18:04:16,856 - mmdet - INFO - Epoch [36][350/7330] lr: 1.000e-06, eta: 2:53:23, time: 1.456, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1205, s0.loss_cls: 0.1179, s0.acc: 95.5067, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1706, s1.loss_cls: 0.0522, s1.acc: 96.0704, s1.loss_bbox: 0.0826, s1.loss_mask: 0.0813, s2.loss_cls: 0.0268, s2.acc: 95.9185, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0385, loss: 0.8532 2022-05-16 18:05:30,303 - mmdet - INFO - Epoch [36][400/7330] lr: 1.000e-06, eta: 2:52:09, time: 1.469, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1313, s0.loss_cls: 0.1188, s0.acc: 95.4465, s0.loss_bbox: 0.0730, s0.loss_mask: 0.1728, s1.loss_cls: 0.0523, s1.acc: 96.0310, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0820, s2.loss_cls: 0.0268, s2.acc: 95.8802, s2.loss_bbox: 0.0596, s2.loss_mask: 0.0388, loss: 0.8803 2022-05-16 18:06:42,742 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 18:06:42,745 - mmdet - INFO - Epoch [36][450/7330] lr: 1.000e-06, eta: 2:50:54, time: 1.449, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1270, s0.loss_cls: 0.1121, s0.acc: 95.6775, s0.loss_bbox: 0.0669, s0.loss_mask: 0.1657, s1.loss_cls: 0.0495, s1.acc: 96.2483, s1.loss_bbox: 0.0796, s1.loss_mask: 0.0788, s2.loss_cls: 0.0255, s2.acc: 96.0595, s2.loss_bbox: 0.0546, s2.loss_mask: 0.0377, loss: 0.8323 2022-05-16 18:07:55,690 - mmdet - INFO - Epoch [36][500/7330] lr: 1.000e-06, eta: 2:49:40, time: 1.459, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1203, s0.loss_cls: 0.1106, s0.acc: 95.7161, s0.loss_bbox: 0.0658, s0.loss_mask: 0.1656, s1.loss_cls: 0.0485, s1.acc: 96.2213, s1.loss_bbox: 0.0805, s1.loss_mask: 0.0789, s2.loss_cls: 0.0251, s2.acc: 96.0462, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0376, loss: 0.8240 2022-05-16 18:09:08,720 - mmdet - INFO - Epoch [36][550/7330] lr: 1.000e-06, eta: 2:48:25, time: 1.461, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0224, loss_semantic_seg: 0.1206, s0.loss_cls: 0.1147, s0.acc: 95.5630, s0.loss_bbox: 0.0700, s0.loss_mask: 0.1646, s1.loss_cls: 0.0502, s1.acc: 96.1508, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0780, s2.loss_cls: 0.0260, s2.acc: 95.9651, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0371, loss: 0.8370 2022-05-16 18:10:21,496 - mmdet - INFO - Epoch [36][600/7330] lr: 1.000e-06, eta: 2:47:10, time: 1.456, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1205, s0.loss_cls: 0.1162, s0.acc: 95.4934, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1687, s1.loss_cls: 0.0512, s1.acc: 96.0928, s1.loss_bbox: 0.0876, s1.loss_mask: 0.0803, s2.loss_cls: 0.0270, s2.acc: 95.8320, s2.loss_bbox: 0.0612, s2.loss_mask: 0.0383, loss: 0.8559 2022-05-16 18:11:34,158 - mmdet - INFO - Epoch [36][650/7330] lr: 1.000e-06, eta: 2:45:56, time: 1.453, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0188, loss_semantic_seg: 0.1224, s0.loss_cls: 0.1109, s0.acc: 95.7751, s0.loss_bbox: 0.0655, s0.loss_mask: 0.1650, s1.loss_cls: 0.0495, s1.acc: 96.2404, s1.loss_bbox: 0.0785, s1.loss_mask: 0.0782, s2.loss_cls: 0.0250, s2.acc: 96.1162, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0373, loss: 0.8188 2022-05-16 18:12:47,347 - mmdet - INFO - Epoch [36][700/7330] lr: 1.000e-06, eta: 2:44:41, time: 1.464, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0188, loss_semantic_seg: 0.1239, s0.loss_cls: 0.1101, s0.acc: 95.7146, s0.loss_bbox: 0.0678, s0.loss_mask: 0.1717, s1.loss_cls: 0.0483, s1.acc: 96.2844, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0818, s2.loss_cls: 0.0250, s2.acc: 96.1402, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0388, loss: 0.8394 2022-05-16 18:14:00,039 - mmdet - INFO - Epoch [36][750/7330] lr: 1.000e-06, eta: 2:43:27, time: 1.454, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1202, s0.loss_cls: 0.1087, s0.acc: 95.8442, s0.loss_bbox: 0.0645, s0.loss_mask: 0.1644, s1.loss_cls: 0.0475, s1.acc: 96.4176, s1.loss_bbox: 0.0809, s1.loss_mask: 0.0785, s2.loss_cls: 0.0246, s2.acc: 96.2616, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0373, loss: 0.8158 2022-05-16 18:15:12,522 - mmdet - INFO - Epoch [36][800/7330] lr: 1.000e-06, eta: 2:42:12, time: 1.450, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1187, s0.loss_cls: 0.1116, s0.acc: 95.7683, s0.loss_bbox: 0.0667, s0.loss_mask: 0.1657, s1.loss_cls: 0.0479, s1.acc: 96.3869, s1.loss_bbox: 0.0808, s1.loss_mask: 0.0792, s2.loss_cls: 0.0248, s2.acc: 96.2400, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0381, loss: 0.8242 2022-05-16 18:16:24,599 - mmdet - INFO - Epoch [36][850/7330] lr: 1.000e-06, eta: 2:40:58, time: 1.441, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1205, s0.loss_cls: 0.1180, s0.acc: 95.5354, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1743, s1.loss_cls: 0.0518, s1.acc: 96.1577, s1.loss_bbox: 0.0867, s1.loss_mask: 0.0833, s2.loss_cls: 0.0270, s2.acc: 95.8397, s2.loss_bbox: 0.0591, s2.loss_mask: 0.0397, loss: 0.8660 2022-05-16 18:17:36,820 - mmdet - INFO - Epoch [36][900/7330] lr: 1.000e-06, eta: 2:39:43, time: 1.444, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1227, s0.loss_cls: 0.1229, s0.acc: 95.2332, s0.loss_bbox: 0.0746, s0.loss_mask: 0.1792, s1.loss_cls: 0.0548, s1.acc: 95.7477, s1.loss_bbox: 0.0891, s1.loss_mask: 0.0846, s2.loss_cls: 0.0284, s2.acc: 95.5819, s2.loss_bbox: 0.0610, s2.loss_mask: 0.0403, loss: 0.8925 2022-05-16 18:18:49,488 - mmdet - INFO - Epoch [36][950/7330] lr: 1.000e-06, eta: 2:38:28, time: 1.453, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1213, s0.loss_cls: 0.1165, s0.acc: 95.5107, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1696, s1.loss_cls: 0.0514, s1.acc: 96.0117, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0805, s2.loss_cls: 0.0264, s2.acc: 95.8885, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0381, loss: 0.8465 2022-05-16 18:20:02,662 - mmdet - INFO - Epoch [36][1000/7330] lr: 1.000e-06, eta: 2:37:14, time: 1.464, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1210, s0.loss_cls: 0.1098, s0.acc: 95.7659, s0.loss_bbox: 0.0653, s0.loss_mask: 0.1638, s1.loss_cls: 0.0483, s1.acc: 96.2911, s1.loss_bbox: 0.0770, s1.loss_mask: 0.0785, s2.loss_cls: 0.0245, s2.acc: 96.2002, s2.loss_bbox: 0.0538, s2.loss_mask: 0.0374, loss: 0.8142 2022-05-16 18:21:15,782 - mmdet - INFO - Epoch [36][1050/7330] lr: 1.000e-06, eta: 2:35:59, time: 1.463, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1200, s0.loss_cls: 0.1142, s0.acc: 95.7139, s0.loss_bbox: 0.0664, s0.loss_mask: 0.1681, s1.loss_cls: 0.0490, s1.acc: 96.4145, s1.loss_bbox: 0.0808, s1.loss_mask: 0.0802, s2.loss_cls: 0.0256, s2.acc: 96.2512, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0384, loss: 0.8336 2022-05-16 18:22:27,382 - mmdet - INFO - Epoch [36][1100/7330] lr: 1.000e-06, eta: 2:34:45, time: 1.432, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1201, s0.loss_cls: 0.1111, s0.acc: 95.7722, s0.loss_bbox: 0.0643, s0.loss_mask: 0.1645, s1.loss_cls: 0.0479, s1.acc: 96.3830, s1.loss_bbox: 0.0779, s1.loss_mask: 0.0786, s2.loss_cls: 0.0246, s2.acc: 96.2733, s2.loss_bbox: 0.0553, s2.loss_mask: 0.0374, loss: 0.8156 2022-05-16 18:23:38,618 - mmdet - INFO - Epoch [36][1150/7330] lr: 1.000e-06, eta: 2:33:30, time: 1.425, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1199, s0.loss_cls: 0.1168, s0.acc: 95.4570, s0.loss_bbox: 0.0719, s0.loss_mask: 0.1678, s1.loss_cls: 0.0506, s1.acc: 96.1260, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0795, s2.loss_cls: 0.0263, s2.acc: 95.9494, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0376, loss: 0.8502 2022-05-16 18:24:50,466 - mmdet - INFO - Epoch [36][1200/7330] lr: 1.000e-06, eta: 2:32:16, time: 1.437, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1186, s0.loss_cls: 0.1086, s0.acc: 95.7830, s0.loss_bbox: 0.0655, s0.loss_mask: 0.1658, s1.loss_cls: 0.0475, s1.acc: 96.4232, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0795, s2.loss_cls: 0.0246, s2.acc: 96.2645, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0381, loss: 0.8204 2022-05-16 18:26:03,357 - mmdet - INFO - Epoch [36][1250/7330] lr: 1.000e-06, eta: 2:31:01, time: 1.457, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1211, s0.loss_cls: 0.1159, s0.acc: 95.5552, s0.loss_bbox: 0.0684, s0.loss_mask: 0.1709, s1.loss_cls: 0.0505, s1.acc: 96.1300, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0811, s2.loss_cls: 0.0257, s2.acc: 96.1391, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0385, loss: 0.8480 2022-05-16 18:27:15,965 - mmdet - INFO - Epoch [36][1300/7330] lr: 1.000e-06, eta: 2:29:46, time: 1.452, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1220, s0.loss_cls: 0.1115, s0.acc: 95.6527, s0.loss_bbox: 0.0669, s0.loss_mask: 0.1629, s1.loss_cls: 0.0492, s1.acc: 96.1999, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0771, s2.loss_cls: 0.0257, s2.acc: 95.9280, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0368, loss: 0.8265 2022-05-16 18:28:27,271 - mmdet - INFO - Epoch [36][1350/7330] lr: 1.000e-06, eta: 2:28:32, time: 1.426, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1216, s0.loss_cls: 0.1094, s0.acc: 95.7532, s0.loss_bbox: 0.0678, s0.loss_mask: 0.1661, s1.loss_cls: 0.0471, s1.acc: 96.4267, s1.loss_bbox: 0.0806, s1.loss_mask: 0.0792, s2.loss_cls: 0.0242, s2.acc: 96.2224, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0376, loss: 0.8242 2022-05-16 18:29:39,177 - mmdet - INFO - Epoch [36][1400/7330] lr: 1.000e-06, eta: 2:27:17, time: 1.439, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1173, s0.loss_cls: 0.1154, s0.acc: 95.5696, s0.loss_bbox: 0.0668, s0.loss_mask: 0.1671, s1.loss_cls: 0.0500, s1.acc: 96.2032, s1.loss_bbox: 0.0814, s1.loss_mask: 0.0795, s2.loss_cls: 0.0256, s2.acc: 96.0479, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0380, loss: 0.8330 2022-05-16 18:30:51,299 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 18:30:51,303 - mmdet - INFO - Epoch [36][1450/7330] lr: 1.000e-06, eta: 2:26:03, time: 1.442, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1195, s0.loss_cls: 0.1161, s0.acc: 95.5500, s0.loss_bbox: 0.0705, s0.loss_mask: 0.1718, s1.loss_cls: 0.0507, s1.acc: 96.2077, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0821, s2.loss_cls: 0.0256, s2.acc: 96.0994, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0391, loss: 0.8543 2022-05-16 18:32:03,587 - mmdet - INFO - Epoch [36][1500/7330] lr: 1.000e-06, eta: 2:24:48, time: 1.446, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1224, s0.loss_cls: 0.1185, s0.acc: 95.4048, s0.loss_bbox: 0.0734, s0.loss_mask: 0.1712, s1.loss_cls: 0.0540, s1.acc: 95.8856, s1.loss_bbox: 0.0863, s1.loss_mask: 0.0809, s2.loss_cls: 0.0277, s2.acc: 95.7379, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0382, loss: 0.8633 2022-05-16 18:33:16,208 - mmdet - INFO - Epoch [36][1550/7330] lr: 1.000e-06, eta: 2:23:34, time: 1.452, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1216, s0.loss_cls: 0.1186, s0.acc: 95.4426, s0.loss_bbox: 0.0690, s0.loss_mask: 0.1700, s1.loss_cls: 0.0518, s1.acc: 96.0565, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0811, s2.loss_cls: 0.0269, s2.acc: 95.8546, s2.loss_bbox: 0.0577, s2.loss_mask: 0.0385, loss: 0.8538 2022-05-16 18:34:29,109 - mmdet - INFO - Epoch [36][1600/7330] lr: 1.000e-06, eta: 2:22:19, time: 1.456, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0188, loss_semantic_seg: 0.1191, s0.loss_cls: 0.1147, s0.acc: 95.5977, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1657, s1.loss_cls: 0.0502, s1.acc: 96.2052, s1.loss_bbox: 0.0811, s1.loss_mask: 0.0788, s2.loss_cls: 0.0252, s2.acc: 96.1850, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0376, loss: 0.8296 2022-05-16 18:35:42,120 - mmdet - INFO - Epoch [36][1650/7330] lr: 1.000e-06, eta: 2:21:05, time: 1.462, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1187, s0.loss_cls: 0.1218, s0.acc: 95.2974, s0.loss_bbox: 0.0728, s0.loss_mask: 0.1727, s1.loss_cls: 0.0550, s1.acc: 95.7458, s1.loss_bbox: 0.0862, s1.loss_mask: 0.0820, s2.loss_cls: 0.0280, s2.acc: 95.6454, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0390, loss: 0.8688 2022-05-16 18:36:55,518 - mmdet - INFO - Epoch [36][1700/7330] lr: 1.000e-06, eta: 2:19:50, time: 1.468, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1199, s0.loss_cls: 0.1147, s0.acc: 95.6189, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1619, s1.loss_cls: 0.0493, s1.acc: 96.2496, s1.loss_bbox: 0.0803, s1.loss_mask: 0.0771, s2.loss_cls: 0.0250, s2.acc: 96.1700, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0369, loss: 0.8244 2022-05-16 18:38:09,237 - mmdet - INFO - Epoch [36][1750/7330] lr: 1.000e-06, eta: 2:18:35, time: 1.474, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1229, s0.loss_cls: 0.1147, s0.acc: 95.6072, s0.loss_bbox: 0.0682, s0.loss_mask: 0.1686, s1.loss_cls: 0.0514, s1.acc: 96.1083, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0806, s2.loss_cls: 0.0259, s2.acc: 96.0132, s2.loss_bbox: 0.0584, s2.loss_mask: 0.0386, loss: 0.8475 2022-05-16 18:39:22,997 - mmdet - INFO - Epoch [36][1800/7330] lr: 1.000e-06, eta: 2:17:21, time: 1.475, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0231, loss_semantic_seg: 0.1269, s0.loss_cls: 0.1190, s0.acc: 95.4122, s0.loss_bbox: 0.0708, s0.loss_mask: 0.1672, s1.loss_cls: 0.0524, s1.acc: 96.0128, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0793, s2.loss_cls: 0.0271, s2.acc: 95.7906, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0377, loss: 0.8590 2022-05-16 18:40:36,514 - mmdet - INFO - Epoch [36][1850/7330] lr: 1.000e-06, eta: 2:16:06, time: 1.470, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1199, s0.loss_cls: 0.1166, s0.acc: 95.5090, s0.loss_bbox: 0.0701, s0.loss_mask: 0.1662, s1.loss_cls: 0.0508, s1.acc: 96.0751, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0789, s2.loss_cls: 0.0264, s2.acc: 95.8736, s2.loss_bbox: 0.0595, s2.loss_mask: 0.0376, loss: 0.8453 2022-05-16 18:41:49,492 - mmdet - INFO - Epoch [36][1900/7330] lr: 1.000e-06, eta: 2:14:52, time: 1.459, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1231, s0.loss_cls: 0.1128, s0.acc: 95.7041, s0.loss_bbox: 0.0661, s0.loss_mask: 0.1655, s1.loss_cls: 0.0499, s1.acc: 96.2319, s1.loss_bbox: 0.0803, s1.loss_mask: 0.0789, s2.loss_cls: 0.0261, s2.acc: 95.9981, s2.loss_bbox: 0.0568, s2.loss_mask: 0.0376, loss: 0.8308 2022-05-16 18:43:02,092 - mmdet - INFO - Epoch [36][1950/7330] lr: 1.000e-06, eta: 2:13:37, time: 1.454, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1141, s0.loss_cls: 0.1137, s0.acc: 95.6687, s0.loss_bbox: 0.0674, s0.loss_mask: 0.1656, s1.loss_cls: 0.0502, s1.acc: 96.1799, s1.loss_bbox: 0.0800, s1.loss_mask: 0.0786, s2.loss_cls: 0.0253, s2.acc: 96.1490, s2.loss_bbox: 0.0558, s2.loss_mask: 0.0373, loss: 0.8233 2022-05-16 18:44:15,212 - mmdet - INFO - Epoch [36][2000/7330] lr: 1.000e-06, eta: 2:12:23, time: 1.462, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1151, s0.loss_cls: 0.1091, s0.acc: 95.7688, s0.loss_bbox: 0.0659, s0.loss_mask: 0.1698, s1.loss_cls: 0.0476, s1.acc: 96.3188, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0813, s2.loss_cls: 0.0245, s2.acc: 96.1940, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0388, loss: 0.8267 2022-05-16 18:45:27,532 - mmdet - INFO - Epoch [36][2050/7330] lr: 1.000e-06, eta: 2:11:08, time: 1.446, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0194, loss_semantic_seg: 0.1239, s0.loss_cls: 0.1074, s0.acc: 95.8904, s0.loss_bbox: 0.0630, s0.loss_mask: 0.1666, s1.loss_cls: 0.0471, s1.acc: 96.4904, s1.loss_bbox: 0.0763, s1.loss_mask: 0.0799, s2.loss_cls: 0.0247, s2.acc: 96.2839, s2.loss_bbox: 0.0547, s2.loss_mask: 0.0380, loss: 0.8135 2022-05-16 18:46:40,766 - mmdet - INFO - Epoch [36][2100/7330] lr: 1.000e-06, eta: 2:09:54, time: 1.465, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1273, s0.loss_cls: 0.1193, s0.acc: 95.4387, s0.loss_bbox: 0.0680, s0.loss_mask: 0.1714, s1.loss_cls: 0.0526, s1.acc: 95.9940, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0810, s2.loss_cls: 0.0269, s2.acc: 95.8689, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0385, loss: 0.8599 2022-05-16 18:47:53,131 - mmdet - INFO - Epoch [36][2150/7330] lr: 1.000e-06, eta: 2:08:39, time: 1.447, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1182, s0.loss_cls: 0.1122, s0.acc: 95.7178, s0.loss_bbox: 0.0661, s0.loss_mask: 0.1668, s1.loss_cls: 0.0485, s1.acc: 96.3834, s1.loss_bbox: 0.0808, s1.loss_mask: 0.0799, s2.loss_cls: 0.0243, s2.acc: 96.3234, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0382, loss: 0.8259 2022-05-16 18:49:05,553 - mmdet - INFO - Epoch [36][2200/7330] lr: 1.000e-06, eta: 2:07:25, time: 1.448, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1174, s0.loss_cls: 0.1114, s0.acc: 95.7832, s0.loss_bbox: 0.0650, s0.loss_mask: 0.1648, s1.loss_cls: 0.0487, s1.acc: 96.2887, s1.loss_bbox: 0.0783, s1.loss_mask: 0.0786, s2.loss_cls: 0.0243, s2.acc: 96.2522, s2.loss_bbox: 0.0558, s2.loss_mask: 0.0376, loss: 0.8156 2022-05-16 18:50:18,128 - mmdet - INFO - Epoch [36][2250/7330] lr: 1.000e-06, eta: 2:06:10, time: 1.451, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1251, s0.loss_cls: 0.1175, s0.acc: 95.4927, s0.loss_bbox: 0.0684, s0.loss_mask: 0.1716, s1.loss_cls: 0.0517, s1.acc: 96.0011, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0821, s2.loss_cls: 0.0263, s2.acc: 95.8483, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0392, loss: 0.8587 2022-05-16 18:51:30,280 - mmdet - INFO - Epoch [36][2300/7330] lr: 1.000e-06, eta: 2:04:55, time: 1.443, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1222, s0.loss_cls: 0.1126, s0.acc: 95.7158, s0.loss_bbox: 0.0638, s0.loss_mask: 0.1643, s1.loss_cls: 0.0494, s1.acc: 96.2719, s1.loss_bbox: 0.0779, s1.loss_mask: 0.0786, s2.loss_cls: 0.0251, s2.acc: 96.1334, s2.loss_bbox: 0.0552, s2.loss_mask: 0.0377, loss: 0.8216 2022-05-16 18:52:42,555 - mmdet - INFO - Epoch [36][2350/7330] lr: 1.000e-06, eta: 2:03:41, time: 1.445, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1214, s0.loss_cls: 0.1183, s0.acc: 95.4921, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1718, s1.loss_cls: 0.0527, s1.acc: 95.9930, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0814, s2.loss_cls: 0.0272, s2.acc: 95.7783, s2.loss_bbox: 0.0580, s2.loss_mask: 0.0388, loss: 0.8591 2022-05-16 18:53:56,057 - mmdet - INFO - Epoch [36][2400/7330] lr: 1.000e-06, eta: 2:02:26, time: 1.470, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0230, loss_semantic_seg: 0.1269, s0.loss_cls: 0.1200, s0.acc: 95.4380, s0.loss_bbox: 0.0716, s0.loss_mask: 0.1718, s1.loss_cls: 0.0532, s1.acc: 95.9570, s1.loss_bbox: 0.0855, s1.loss_mask: 0.0811, s2.loss_cls: 0.0277, s2.acc: 95.7620, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0383, loss: 0.8712 2022-05-16 18:55:08,915 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 18:55:08,927 - mmdet - INFO - Epoch [36][2450/7330] lr: 1.000e-06, eta: 2:01:12, time: 1.457, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1225, s0.loss_cls: 0.1068, s0.acc: 95.8452, s0.loss_bbox: 0.0631, s0.loss_mask: 0.1643, s1.loss_cls: 0.0467, s1.acc: 96.4109, s1.loss_bbox: 0.0767, s1.loss_mask: 0.0783, s2.loss_cls: 0.0239, s2.acc: 96.2546, s2.loss_bbox: 0.0533, s2.loss_mask: 0.0374, loss: 0.8050 2022-05-16 18:56:21,967 - mmdet - INFO - Epoch [36][2500/7330] lr: 1.000e-06, eta: 1:59:57, time: 1.461, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1153, s0.loss_cls: 0.1067, s0.acc: 95.9016, s0.loss_bbox: 0.0664, s0.loss_mask: 0.1668, s1.loss_cls: 0.0467, s1.acc: 96.3895, s1.loss_bbox: 0.0810, s1.loss_mask: 0.0796, s2.loss_cls: 0.0240, s2.acc: 96.2261, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0380, loss: 0.8153 2022-05-16 18:57:35,505 - mmdet - INFO - Epoch [36][2550/7330] lr: 1.000e-06, eta: 1:58:43, time: 1.471, data_time: 0.011, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0186, loss_semantic_seg: 0.1192, s0.loss_cls: 0.1067, s0.acc: 95.8779, s0.loss_bbox: 0.0650, s0.loss_mask: 0.1649, s1.loss_cls: 0.0465, s1.acc: 96.4678, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0790, s2.loss_cls: 0.0239, s2.acc: 96.3095, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0380, loss: 0.8140 2022-05-16 18:58:48,774 - mmdet - INFO - Epoch [36][2600/7330] lr: 1.000e-06, eta: 1:57:28, time: 1.465, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1244, s0.loss_cls: 0.1101, s0.acc: 95.7444, s0.loss_bbox: 0.0646, s0.loss_mask: 0.1657, s1.loss_cls: 0.0482, s1.acc: 96.3430, s1.loss_bbox: 0.0804, s1.loss_mask: 0.0796, s2.loss_cls: 0.0244, s2.acc: 96.1978, s2.loss_bbox: 0.0567, s2.loss_mask: 0.0382, loss: 0.8259 2022-05-16 19:00:01,845 - mmdet - INFO - Epoch [36][2650/7330] lr: 1.000e-06, eta: 1:56:14, time: 1.462, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1270, s0.loss_cls: 0.1152, s0.acc: 95.5486, s0.loss_bbox: 0.0678, s0.loss_mask: 0.1661, s1.loss_cls: 0.0500, s1.acc: 96.0993, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0795, s2.loss_cls: 0.0253, s2.acc: 95.9655, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0381, loss: 0.8453 2022-05-16 19:01:13,306 - mmdet - INFO - Epoch [36][2700/7330] lr: 1.000e-06, eta: 1:54:59, time: 1.429, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1238, s0.loss_cls: 0.1106, s0.acc: 95.8020, s0.loss_bbox: 0.0673, s0.loss_mask: 0.1661, s1.loss_cls: 0.0488, s1.acc: 96.3139, s1.loss_bbox: 0.0797, s1.loss_mask: 0.0787, s2.loss_cls: 0.0248, s2.acc: 96.1976, s2.loss_bbox: 0.0553, s2.loss_mask: 0.0374, loss: 0.8259 2022-05-16 19:02:26,233 - mmdet - INFO - Epoch [36][2750/7330] lr: 1.000e-06, eta: 1:53:45, time: 1.458, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1118, s0.loss_cls: 0.1122, s0.acc: 95.6487, s0.loss_bbox: 0.0664, s0.loss_mask: 0.1639, s1.loss_cls: 0.0489, s1.acc: 96.1911, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0781, s2.loss_cls: 0.0252, s2.acc: 96.0635, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0374, loss: 0.8199 2022-05-16 19:03:40,702 - mmdet - INFO - Epoch [36][2800/7330] lr: 1.000e-06, eta: 1:52:30, time: 1.490, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0232, loss_semantic_seg: 0.1207, s0.loss_cls: 0.1195, s0.acc: 95.3684, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1691, s1.loss_cls: 0.0524, s1.acc: 95.9434, s1.loss_bbox: 0.0850, s1.loss_mask: 0.0800, s2.loss_cls: 0.0269, s2.acc: 95.7240, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0383, loss: 0.8608 2022-05-16 19:04:54,055 - mmdet - INFO - Epoch [36][2850/7330] lr: 1.000e-06, eta: 1:51:15, time: 1.467, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1206, s0.loss_cls: 0.1108, s0.acc: 95.7666, s0.loss_bbox: 0.0651, s0.loss_mask: 0.1669, s1.loss_cls: 0.0482, s1.acc: 96.3498, s1.loss_bbox: 0.0793, s1.loss_mask: 0.0802, s2.loss_cls: 0.0253, s2.acc: 96.1514, s2.loss_bbox: 0.0560, s2.loss_mask: 0.0383, loss: 0.8242 2022-05-16 19:06:06,945 - mmdet - INFO - Epoch [36][2900/7330] lr: 1.000e-06, eta: 1:50:01, time: 1.458, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0188, loss_semantic_seg: 0.1122, s0.loss_cls: 0.1069, s0.acc: 95.8685, s0.loss_bbox: 0.0645, s0.loss_mask: 0.1618, s1.loss_cls: 0.0465, s1.acc: 96.4522, s1.loss_bbox: 0.0792, s1.loss_mask: 0.0768, s2.loss_cls: 0.0240, s2.acc: 96.2806, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0368, loss: 0.7983 2022-05-16 19:07:20,114 - mmdet - INFO - Epoch [36][2950/7330] lr: 1.000e-06, eta: 1:48:46, time: 1.463, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0225, loss_semantic_seg: 0.1194, s0.loss_cls: 0.1153, s0.acc: 95.5598, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1716, s1.loss_cls: 0.0510, s1.acc: 96.1173, s1.loss_bbox: 0.0842, s1.loss_mask: 0.0819, s2.loss_cls: 0.0269, s2.acc: 95.8479, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0388, loss: 0.8539 2022-05-16 19:08:33,818 - mmdet - INFO - Epoch [36][3000/7330] lr: 1.000e-06, eta: 1:47:32, time: 1.474, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1191, s0.loss_cls: 0.1117, s0.acc: 95.6202, s0.loss_bbox: 0.0700, s0.loss_mask: 0.1717, s1.loss_cls: 0.0488, s1.acc: 96.2144, s1.loss_bbox: 0.0857, s1.loss_mask: 0.0810, s2.loss_cls: 0.0254, s2.acc: 96.0341, s2.loss_bbox: 0.0593, s2.loss_mask: 0.0385, loss: 0.8448 2022-05-16 19:09:46,956 - mmdet - INFO - Epoch [36][3050/7330] lr: 1.000e-06, eta: 1:46:17, time: 1.463, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1138, s0.loss_cls: 0.1059, s0.acc: 95.9102, s0.loss_bbox: 0.0631, s0.loss_mask: 0.1605, s1.loss_cls: 0.0458, s1.acc: 96.4764, s1.loss_bbox: 0.0748, s1.loss_mask: 0.0765, s2.loss_cls: 0.0237, s2.acc: 96.3463, s2.loss_bbox: 0.0534, s2.loss_mask: 0.0368, loss: 0.7865 2022-05-16 19:11:00,316 - mmdet - INFO - Epoch [36][3100/7330] lr: 1.000e-06, eta: 1:45:03, time: 1.467, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1293, s0.loss_cls: 0.1128, s0.acc: 95.5969, s0.loss_bbox: 0.0655, s0.loss_mask: 0.1638, s1.loss_cls: 0.0493, s1.acc: 96.2470, s1.loss_bbox: 0.0809, s1.loss_mask: 0.0781, s2.loss_cls: 0.0247, s2.acc: 96.2371, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0371, loss: 0.8307 2022-05-16 19:12:12,861 - mmdet - INFO - Epoch [36][3150/7330] lr: 1.000e-06, eta: 1:43:48, time: 1.451, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0191, loss_semantic_seg: 0.1180, s0.loss_cls: 0.1123, s0.acc: 95.6968, s0.loss_bbox: 0.0665, s0.loss_mask: 0.1659, s1.loss_cls: 0.0482, s1.acc: 96.3217, s1.loss_bbox: 0.0808, s1.loss_mask: 0.0790, s2.loss_cls: 0.0251, s2.acc: 96.1957, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0378, loss: 0.8231 2022-05-16 19:13:25,760 - mmdet - INFO - Epoch [36][3200/7330] lr: 1.000e-06, eta: 1:42:34, time: 1.458, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1265, s0.loss_cls: 0.1143, s0.acc: 95.6711, s0.loss_bbox: 0.0660, s0.loss_mask: 0.1674, s1.loss_cls: 0.0509, s1.acc: 96.1888, s1.loss_bbox: 0.0789, s1.loss_mask: 0.0796, s2.loss_cls: 0.0255, s2.acc: 96.1170, s2.loss_bbox: 0.0544, s2.loss_mask: 0.0379, loss: 0.8359 2022-05-16 19:14:39,490 - mmdet - INFO - Epoch [36][3250/7330] lr: 1.000e-06, eta: 1:41:19, time: 1.475, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1239, s0.loss_cls: 0.1101, s0.acc: 95.7703, s0.loss_bbox: 0.0681, s0.loss_mask: 0.1650, s1.loss_cls: 0.0479, s1.acc: 96.3184, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0786, s2.loss_cls: 0.0243, s2.acc: 96.2660, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0373, loss: 0.8270 2022-05-16 19:15:52,178 - mmdet - INFO - Epoch [36][3300/7330] lr: 1.000e-06, eta: 1:40:05, time: 1.454, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1206, s0.loss_cls: 0.1123, s0.acc: 95.6648, s0.loss_bbox: 0.0665, s0.loss_mask: 0.1685, s1.loss_cls: 0.0485, s1.acc: 96.2919, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0804, s2.loss_cls: 0.0253, s2.acc: 96.1337, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0384, loss: 0.8322 2022-05-16 19:17:05,293 - mmdet - INFO - Epoch [36][3350/7330] lr: 1.000e-06, eta: 1:38:50, time: 1.462, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0192, loss_semantic_seg: 0.1163, s0.loss_cls: 0.1071, s0.acc: 95.8188, s0.loss_bbox: 0.0635, s0.loss_mask: 0.1628, s1.loss_cls: 0.0456, s1.acc: 96.4765, s1.loss_bbox: 0.0803, s1.loss_mask: 0.0774, s2.loss_cls: 0.0240, s2.acc: 96.3459, s2.loss_bbox: 0.0566, s2.loss_mask: 0.0371, loss: 0.8024 2022-05-16 19:18:17,857 - mmdet - INFO - Epoch [36][3400/7330] lr: 1.000e-06, eta: 1:37:36, time: 1.451, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1168, s0.loss_cls: 0.1087, s0.acc: 95.8169, s0.loss_bbox: 0.0660, s0.loss_mask: 0.1654, s1.loss_cls: 0.0470, s1.acc: 96.3934, s1.loss_bbox: 0.0808, s1.loss_mask: 0.0786, s2.loss_cls: 0.0244, s2.acc: 96.1637, s2.loss_bbox: 0.0573, s2.loss_mask: 0.0376, loss: 0.8147 2022-05-16 19:19:30,727 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 19:19:30,731 - mmdet - INFO - Epoch [36][3450/7330] lr: 1.000e-06, eta: 1:36:21, time: 1.457, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1184, s0.loss_cls: 0.1159, s0.acc: 95.5449, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1731, s1.loss_cls: 0.0516, s1.acc: 96.0695, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0828, s2.loss_cls: 0.0263, s2.acc: 95.9421, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0394, loss: 0.8552 2022-05-16 19:20:43,969 - mmdet - INFO - Epoch [36][3500/7330] lr: 1.000e-06, eta: 1:35:07, time: 1.465, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1149, s0.loss_cls: 0.1128, s0.acc: 95.7383, s0.loss_bbox: 0.0691, s0.loss_mask: 0.1723, s1.loss_cls: 0.0498, s1.acc: 96.2684, s1.loss_bbox: 0.0826, s1.loss_mask: 0.0817, s2.loss_cls: 0.0256, s2.acc: 96.0314, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0388, loss: 0.8404 2022-05-16 19:21:57,967 - mmdet - INFO - Epoch [36][3550/7330] lr: 1.000e-06, eta: 1:33:52, time: 1.480, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1244, s0.loss_cls: 0.1128, s0.acc: 95.6558, s0.loss_bbox: 0.0655, s0.loss_mask: 0.1680, s1.loss_cls: 0.0485, s1.acc: 96.2607, s1.loss_bbox: 0.0806, s1.loss_mask: 0.0803, s2.loss_cls: 0.0251, s2.acc: 96.1403, s2.loss_bbox: 0.0557, s2.loss_mask: 0.0383, loss: 0.8338 2022-05-16 19:23:10,546 - mmdet - INFO - Epoch [36][3600/7330] lr: 1.000e-06, eta: 1:32:38, time: 1.451, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1197, s0.loss_cls: 0.1099, s0.acc: 95.8218, s0.loss_bbox: 0.0655, s0.loss_mask: 0.1647, s1.loss_cls: 0.0480, s1.acc: 96.3710, s1.loss_bbox: 0.0796, s1.loss_mask: 0.0786, s2.loss_cls: 0.0251, s2.acc: 96.1924, s2.loss_bbox: 0.0548, s2.loss_mask: 0.0376, loss: 0.8191 2022-05-16 19:24:23,346 - mmdet - INFO - Epoch [36][3650/7330] lr: 1.000e-06, eta: 1:31:23, time: 1.456, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1184, s0.loss_cls: 0.1086, s0.acc: 95.8896, s0.loss_bbox: 0.0660, s0.loss_mask: 0.1637, s1.loss_cls: 0.0472, s1.acc: 96.4742, s1.loss_bbox: 0.0801, s1.loss_mask: 0.0782, s2.loss_cls: 0.0243, s2.acc: 96.3846, s2.loss_bbox: 0.0556, s2.loss_mask: 0.0373, loss: 0.8118 2022-05-16 19:25:36,281 - mmdet - INFO - Epoch [36][3700/7330] lr: 1.000e-06, eta: 1:30:09, time: 1.459, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0192, loss_semantic_seg: 0.1211, s0.loss_cls: 0.1103, s0.acc: 95.7683, s0.loss_bbox: 0.0678, s0.loss_mask: 0.1671, s1.loss_cls: 0.0482, s1.acc: 96.2998, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0795, s2.loss_cls: 0.0245, s2.acc: 96.1723, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0380, loss: 0.8297 2022-05-16 19:26:49,335 - mmdet - INFO - Epoch [36][3750/7330] lr: 1.000e-06, eta: 1:28:54, time: 1.461, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1228, s0.loss_cls: 0.1125, s0.acc: 95.6594, s0.loss_bbox: 0.0694, s0.loss_mask: 0.1670, s1.loss_cls: 0.0497, s1.acc: 96.1959, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0793, s2.loss_cls: 0.0254, s2.acc: 96.0390, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0378, loss: 0.8395 2022-05-16 19:28:02,995 - mmdet - INFO - Epoch [36][3800/7330] lr: 1.000e-06, eta: 1:27:39, time: 1.473, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1247, s0.loss_cls: 0.1130, s0.acc: 95.6738, s0.loss_bbox: 0.0676, s0.loss_mask: 0.1713, s1.loss_cls: 0.0499, s1.acc: 96.1320, s1.loss_bbox: 0.0827, s1.loss_mask: 0.0814, s2.loss_cls: 0.0254, s2.acc: 96.0732, s2.loss_bbox: 0.0578, s2.loss_mask: 0.0387, loss: 0.8473 2022-05-16 19:29:15,579 - mmdet - INFO - Epoch [36][3850/7330] lr: 1.000e-06, eta: 1:26:25, time: 1.452, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0218, loss_semantic_seg: 0.1208, s0.loss_cls: 0.1181, s0.acc: 95.5234, s0.loss_bbox: 0.0684, s0.loss_mask: 0.1699, s1.loss_cls: 0.0522, s1.acc: 96.0852, s1.loss_bbox: 0.0837, s1.loss_mask: 0.0810, s2.loss_cls: 0.0265, s2.acc: 95.8953, s2.loss_bbox: 0.0594, s2.loss_mask: 0.0386, loss: 0.8546 2022-05-16 19:30:28,817 - mmdet - INFO - Epoch [36][3900/7330] lr: 1.000e-06, eta: 1:25:10, time: 1.465, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1248, s0.loss_cls: 0.1121, s0.acc: 95.6711, s0.loss_bbox: 0.0679, s0.loss_mask: 0.1652, s1.loss_cls: 0.0486, s1.acc: 96.2392, s1.loss_bbox: 0.0818, s1.loss_mask: 0.0781, s2.loss_cls: 0.0252, s2.acc: 96.0296, s2.loss_bbox: 0.0561, s2.loss_mask: 0.0372, loss: 0.8328 2022-05-16 19:31:41,208 - mmdet - INFO - Epoch [36][3950/7330] lr: 1.000e-06, eta: 1:23:56, time: 1.448, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1139, s0.loss_cls: 0.1160, s0.acc: 95.5210, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1715, s1.loss_cls: 0.0512, s1.acc: 96.0134, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0816, s2.loss_cls: 0.0261, s2.acc: 95.8642, s2.loss_bbox: 0.0601, s2.loss_mask: 0.0390, loss: 0.8486 2022-05-16 19:32:54,695 - mmdet - INFO - Epoch [36][4000/7330] lr: 1.000e-06, eta: 1:22:41, time: 1.470, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1227, s0.loss_cls: 0.1134, s0.acc: 95.6790, s0.loss_bbox: 0.0680, s0.loss_mask: 0.1647, s1.loss_cls: 0.0499, s1.acc: 96.2194, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0784, s2.loss_cls: 0.0260, s2.acc: 95.9970, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0373, loss: 0.8337 2022-05-16 19:34:08,047 - mmdet - INFO - Epoch [36][4050/7330] lr: 1.000e-06, eta: 1:21:27, time: 1.467, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1204, s0.loss_cls: 0.1129, s0.acc: 95.6326, s0.loss_bbox: 0.0665, s0.loss_mask: 0.1656, s1.loss_cls: 0.0493, s1.acc: 96.2611, s1.loss_bbox: 0.0802, s1.loss_mask: 0.0787, s2.loss_cls: 0.0251, s2.acc: 96.0819, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0377, loss: 0.8266 2022-05-16 19:35:21,730 - mmdet - INFO - Epoch [36][4100/7330] lr: 1.000e-06, eta: 1:20:12, time: 1.474, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1211, s0.loss_cls: 0.1171, s0.acc: 95.5442, s0.loss_bbox: 0.0691, s0.loss_mask: 0.1692, s1.loss_cls: 0.0517, s1.acc: 96.0680, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0803, s2.loss_cls: 0.0262, s2.acc: 96.0337, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0381, loss: 0.8485 2022-05-16 19:36:34,510 - mmdet - INFO - Epoch [36][4150/7330] lr: 1.000e-06, eta: 1:18:58, time: 1.455, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1236, s0.loss_cls: 0.1162, s0.acc: 95.5295, s0.loss_bbox: 0.0684, s0.loss_mask: 0.1716, s1.loss_cls: 0.0504, s1.acc: 96.1035, s1.loss_bbox: 0.0851, s1.loss_mask: 0.0823, s2.loss_cls: 0.0260, s2.acc: 95.9728, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0394, loss: 0.8586 2022-05-16 19:37:47,248 - mmdet - INFO - Epoch [36][4200/7330] lr: 1.000e-06, eta: 1:17:43, time: 1.455, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1243, s0.loss_cls: 0.1095, s0.acc: 95.7893, s0.loss_bbox: 0.0672, s0.loss_mask: 0.1676, s1.loss_cls: 0.0488, s1.acc: 96.2298, s1.loss_bbox: 0.0820, s1.loss_mask: 0.0795, s2.loss_cls: 0.0249, s2.acc: 96.0577, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0378, loss: 0.8310 2022-05-16 19:39:00,616 - mmdet - INFO - Epoch [36][4250/7330] lr: 1.000e-06, eta: 1:16:29, time: 1.467, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1239, s0.loss_cls: 0.1186, s0.acc: 95.5049, s0.loss_bbox: 0.0711, s0.loss_mask: 0.1687, s1.loss_cls: 0.0537, s1.acc: 95.8975, s1.loss_bbox: 0.0833, s1.loss_mask: 0.0801, s2.loss_cls: 0.0272, s2.acc: 95.7636, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0381, loss: 0.8578 2022-05-16 19:40:13,359 - mmdet - INFO - Epoch [36][4300/7330] lr: 1.000e-06, eta: 1:15:14, time: 1.455, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1198, s0.loss_cls: 0.1109, s0.acc: 95.7349, s0.loss_bbox: 0.0658, s0.loss_mask: 0.1634, s1.loss_cls: 0.0484, s1.acc: 96.3364, s1.loss_bbox: 0.0803, s1.loss_mask: 0.0782, s2.loss_cls: 0.0249, s2.acc: 96.1473, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0372, loss: 0.8205 2022-05-16 19:41:26,212 - mmdet - INFO - Epoch [36][4350/7330] lr: 1.000e-06, eta: 1:14:00, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1238, s0.loss_cls: 0.1094, s0.acc: 95.8074, s0.loss_bbox: 0.0651, s0.loss_mask: 0.1651, s1.loss_cls: 0.0479, s1.acc: 96.3116, s1.loss_bbox: 0.0784, s1.loss_mask: 0.0790, s2.loss_cls: 0.0246, s2.acc: 96.1668, s2.loss_bbox: 0.0552, s2.loss_mask: 0.0379, loss: 0.8206 2022-05-16 19:42:38,658 - mmdet - INFO - Epoch [36][4400/7330] lr: 1.000e-06, eta: 1:12:45, time: 1.449, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1183, s0.loss_cls: 0.1101, s0.acc: 95.6951, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1708, s1.loss_cls: 0.0471, s1.acc: 96.3275, s1.loss_bbox: 0.0817, s1.loss_mask: 0.0814, s2.loss_cls: 0.0246, s2.acc: 96.1856, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0388, loss: 0.8316 2022-05-16 19:43:52,167 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 19:43:52,266 - mmdet - INFO - Epoch [36][4450/7330] lr: 1.000e-06, eta: 1:11:31, time: 1.471, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1225, s0.loss_cls: 0.1115, s0.acc: 95.7126, s0.loss_bbox: 0.0672, s0.loss_mask: 0.1663, s1.loss_cls: 0.0483, s1.acc: 96.3129, s1.loss_bbox: 0.0801, s1.loss_mask: 0.0790, s2.loss_cls: 0.0250, s2.acc: 96.0678, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0375, loss: 0.8264 2022-05-16 19:45:05,430 - mmdet - INFO - Epoch [36][4500/7330] lr: 1.000e-06, eta: 1:10:16, time: 1.465, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1205, s0.loss_cls: 0.1130, s0.acc: 95.6396, s0.loss_bbox: 0.0698, s0.loss_mask: 0.1630, s1.loss_cls: 0.0501, s1.acc: 96.1192, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0774, s2.loss_cls: 0.0256, s2.acc: 96.0369, s2.loss_bbox: 0.0565, s2.loss_mask: 0.0368, loss: 0.8310 2022-05-16 19:46:17,839 - mmdet - INFO - Epoch [36][4550/7330] lr: 1.000e-06, eta: 1:09:02, time: 1.449, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1204, s0.loss_cls: 0.1094, s0.acc: 95.7209, s0.loss_bbox: 0.0684, s0.loss_mask: 0.1720, s1.loss_cls: 0.0472, s1.acc: 96.3374, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0819, s2.loss_cls: 0.0244, s2.acc: 96.1281, s2.loss_bbox: 0.0592, s2.loss_mask: 0.0389, loss: 0.8384 2022-05-16 19:47:30,677 - mmdet - INFO - Epoch [36][4600/7330] lr: 1.000e-06, eta: 1:07:47, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1243, s0.loss_cls: 0.1146, s0.acc: 95.5964, s0.loss_bbox: 0.0695, s0.loss_mask: 0.1673, s1.loss_cls: 0.0487, s1.acc: 96.2646, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0801, s2.loss_cls: 0.0252, s2.acc: 96.0595, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0381, loss: 0.8432 2022-05-16 19:48:43,387 - mmdet - INFO - Epoch [36][4650/7330] lr: 1.000e-06, eta: 1:06:33, time: 1.454, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1174, s0.loss_cls: 0.1114, s0.acc: 95.7388, s0.loss_bbox: 0.0655, s0.loss_mask: 0.1692, s1.loss_cls: 0.0487, s1.acc: 96.2869, s1.loss_bbox: 0.0798, s1.loss_mask: 0.0801, s2.loss_cls: 0.0247, s2.acc: 96.1914, s2.loss_bbox: 0.0546, s2.loss_mask: 0.0380, loss: 0.8218 2022-05-16 19:49:55,858 - mmdet - INFO - Epoch [36][4700/7330] lr: 1.000e-06, eta: 1:05:18, time: 1.449, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1235, s0.loss_cls: 0.1187, s0.acc: 95.4656, s0.loss_bbox: 0.0747, s0.loss_mask: 0.1765, s1.loss_cls: 0.0512, s1.acc: 96.1706, s1.loss_bbox: 0.0894, s1.loss_mask: 0.0839, s2.loss_cls: 0.0262, s2.acc: 96.0651, s2.loss_bbox: 0.0630, s2.loss_mask: 0.0402, loss: 0.8813 2022-05-16 19:51:09,380 - mmdet - INFO - Epoch [36][4750/7330] lr: 1.000e-06, eta: 1:04:04, time: 1.470, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1197, s0.loss_cls: 0.1099, s0.acc: 95.7464, s0.loss_bbox: 0.0670, s0.loss_mask: 0.1677, s1.loss_cls: 0.0477, s1.acc: 96.3858, s1.loss_bbox: 0.0802, s1.loss_mask: 0.0808, s2.loss_cls: 0.0245, s2.acc: 96.1825, s2.loss_bbox: 0.0561, s2.loss_mask: 0.0386, loss: 0.8258 2022-05-16 19:52:22,961 - mmdet - INFO - Epoch [36][4800/7330] lr: 1.000e-06, eta: 1:02:49, time: 1.471, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1161, s0.loss_cls: 0.1148, s0.acc: 95.6003, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1708, s1.loss_cls: 0.0498, s1.acc: 96.1769, s1.loss_bbox: 0.0847, s1.loss_mask: 0.0816, s2.loss_cls: 0.0255, s2.acc: 95.9627, s2.loss_bbox: 0.0581, s2.loss_mask: 0.0387, loss: 0.8431 2022-05-16 19:53:35,990 - mmdet - INFO - Epoch [36][4850/7330] lr: 1.000e-06, eta: 1:01:35, time: 1.461, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1175, s0.loss_cls: 0.1097, s0.acc: 95.7988, s0.loss_bbox: 0.0672, s0.loss_mask: 0.1654, s1.loss_cls: 0.0471, s1.acc: 96.4240, s1.loss_bbox: 0.0816, s1.loss_mask: 0.0785, s2.loss_cls: 0.0243, s2.acc: 96.2720, s2.loss_bbox: 0.0571, s2.loss_mask: 0.0376, loss: 0.8192 2022-05-16 19:54:48,217 - mmdet - INFO - Epoch [36][4900/7330] lr: 1.000e-06, eta: 1:00:20, time: 1.445, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1190, s0.loss_cls: 0.1123, s0.acc: 95.6572, s0.loss_bbox: 0.0669, s0.loss_mask: 0.1720, s1.loss_cls: 0.0501, s1.acc: 96.0976, s1.loss_bbox: 0.0812, s1.loss_mask: 0.0821, s2.loss_cls: 0.0256, s2.acc: 96.0015, s2.loss_bbox: 0.0562, s2.loss_mask: 0.0391, loss: 0.8375 2022-05-16 19:56:02,108 - mmdet - INFO - Epoch [36][4950/7330] lr: 1.000e-06, eta: 0:59:06, time: 1.476, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1178, s0.loss_cls: 0.1163, s0.acc: 95.5520, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1707, s1.loss_cls: 0.0509, s1.acc: 96.0558, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0810, s2.loss_cls: 0.0261, s2.acc: 95.8859, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0387, loss: 0.8481 2022-05-16 19:57:14,476 - mmdet - INFO - Epoch [36][5000/7330] lr: 1.000e-06, eta: 0:57:51, time: 1.449, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0229, loss_semantic_seg: 0.1230, s0.loss_cls: 0.1207, s0.acc: 95.3538, s0.loss_bbox: 0.0726, s0.loss_mask: 0.1745, s1.loss_cls: 0.0538, s1.acc: 95.9024, s1.loss_bbox: 0.0864, s1.loss_mask: 0.0825, s2.loss_cls: 0.0273, s2.acc: 95.7707, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0394, loss: 0.8757 2022-05-16 19:58:27,017 - mmdet - INFO - Epoch [36][5050/7330] lr: 1.000e-06, eta: 0:56:37, time: 1.451, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0210, loss_semantic_seg: 0.1146, s0.loss_cls: 0.1087, s0.acc: 95.8640, s0.loss_bbox: 0.0647, s0.loss_mask: 0.1622, s1.loss_cls: 0.0465, s1.acc: 96.4312, s1.loss_bbox: 0.0792, s1.loss_mask: 0.0779, s2.loss_cls: 0.0238, s2.acc: 96.3640, s2.loss_bbox: 0.0545, s2.loss_mask: 0.0368, loss: 0.8019 2022-05-16 19:59:39,287 - mmdet - INFO - Epoch [36][5100/7330] lr: 1.000e-06, eta: 0:55:22, time: 1.445, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0211, loss_semantic_seg: 0.1233, s0.loss_cls: 0.1115, s0.acc: 95.7014, s0.loss_bbox: 0.0674, s0.loss_mask: 0.1698, s1.loss_cls: 0.0498, s1.acc: 96.2112, s1.loss_bbox: 0.0822, s1.loss_mask: 0.0810, s2.loss_cls: 0.0260, s2.acc: 95.9870, s2.loss_bbox: 0.0572, s2.loss_mask: 0.0385, loss: 0.8408 2022-05-16 20:00:51,676 - mmdet - INFO - Epoch [36][5150/7330] lr: 1.000e-06, eta: 0:54:08, time: 1.448, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1224, s0.loss_cls: 0.1096, s0.acc: 95.7881, s0.loss_bbox: 0.0668, s0.loss_mask: 0.1706, s1.loss_cls: 0.0482, s1.acc: 96.2890, s1.loss_bbox: 0.0800, s1.loss_mask: 0.0816, s2.loss_cls: 0.0246, s2.acc: 96.1310, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0390, loss: 0.8333 2022-05-16 20:02:04,844 - mmdet - INFO - Epoch [36][5200/7330] lr: 1.000e-06, eta: 0:52:53, time: 1.463, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1244, s0.loss_cls: 0.1133, s0.acc: 95.6145, s0.loss_bbox: 0.0706, s0.loss_mask: 0.1669, s1.loss_cls: 0.0501, s1.acc: 96.1549, s1.loss_bbox: 0.0868, s1.loss_mask: 0.0795, s2.loss_cls: 0.0259, s2.acc: 95.9479, s2.loss_bbox: 0.0598, s2.loss_mask: 0.0377, loss: 0.8485 2022-05-16 20:03:18,294 - mmdet - INFO - Epoch [36][5250/7330] lr: 1.000e-06, eta: 0:51:38, time: 1.469, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1179, s0.loss_cls: 0.1114, s0.acc: 95.7297, s0.loss_bbox: 0.0681, s0.loss_mask: 0.1704, s1.loss_cls: 0.0483, s1.acc: 96.2835, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0812, s2.loss_cls: 0.0249, s2.acc: 96.0694, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0385, loss: 0.8362 2022-05-16 20:04:32,172 - mmdet - INFO - Epoch [36][5300/7330] lr: 1.000e-06, eta: 0:50:24, time: 1.477, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0206, loss_semantic_seg: 0.1189, s0.loss_cls: 0.1131, s0.acc: 95.6934, s0.loss_bbox: 0.0683, s0.loss_mask: 0.1635, s1.loss_cls: 0.0500, s1.acc: 96.1891, s1.loss_bbox: 0.0813, s1.loss_mask: 0.0780, s2.loss_cls: 0.0258, s2.acc: 96.0699, s2.loss_bbox: 0.0557, s2.loss_mask: 0.0368, loss: 0.8264 2022-05-16 20:05:45,397 - mmdet - INFO - Epoch [36][5350/7330] lr: 1.000e-06, eta: 0:49:09, time: 1.465, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0220, loss_semantic_seg: 0.1137, s0.loss_cls: 0.1124, s0.acc: 95.7654, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1643, s1.loss_cls: 0.0487, s1.acc: 96.3270, s1.loss_bbox: 0.0791, s1.loss_mask: 0.0782, s2.loss_cls: 0.0248, s2.acc: 96.2859, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0375, loss: 0.8175 2022-05-16 20:07:00,254 - mmdet - INFO - Epoch [36][5400/7330] lr: 1.000e-06, eta: 0:47:55, time: 1.496, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1258, s0.loss_cls: 0.1175, s0.acc: 95.5356, s0.loss_bbox: 0.0699, s0.loss_mask: 0.1723, s1.loss_cls: 0.0516, s1.acc: 96.1203, s1.loss_bbox: 0.0854, s1.loss_mask: 0.0825, s2.loss_cls: 0.0264, s2.acc: 95.9408, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0394, loss: 0.8650 2022-05-16 20:08:14,657 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 20:08:14,659 - mmdet - INFO - Epoch [36][5450/7330] lr: 1.000e-06, eta: 0:46:41, time: 1.489, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0215, loss_semantic_seg: 0.1235, s0.loss_cls: 0.1203, s0.acc: 95.3896, s0.loss_bbox: 0.0703, s0.loss_mask: 0.1732, s1.loss_cls: 0.0529, s1.acc: 95.9860, s1.loss_bbox: 0.0831, s1.loss_mask: 0.0827, s2.loss_cls: 0.0269, s2.acc: 95.8745, s2.loss_bbox: 0.0574, s2.loss_mask: 0.0394, loss: 0.8660 2022-05-16 20:09:28,291 - mmdet - INFO - Epoch [36][5500/7330] lr: 1.000e-06, eta: 0:45:26, time: 1.472, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0192, loss_semantic_seg: 0.1188, s0.loss_cls: 0.1081, s0.acc: 95.8918, s0.loss_bbox: 0.0632, s0.loss_mask: 0.1598, s1.loss_cls: 0.0486, s1.acc: 96.4071, s1.loss_bbox: 0.0755, s1.loss_mask: 0.0755, s2.loss_cls: 0.0245, s2.acc: 96.3419, s2.loss_bbox: 0.0528, s2.loss_mask: 0.0361, loss: 0.7961 2022-05-16 20:10:42,017 - mmdet - INFO - Epoch [36][5550/7330] lr: 1.000e-06, eta: 0:44:12, time: 1.475, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1228, s0.loss_cls: 0.1101, s0.acc: 95.7561, s0.loss_bbox: 0.0668, s0.loss_mask: 0.1683, s1.loss_cls: 0.0486, s1.acc: 96.2739, s1.loss_bbox: 0.0823, s1.loss_mask: 0.0806, s2.loss_cls: 0.0249, s2.acc: 96.1298, s2.loss_bbox: 0.0561, s2.loss_mask: 0.0382, loss: 0.8332 2022-05-16 20:11:55,410 - mmdet - INFO - Epoch [36][5600/7330] lr: 1.000e-06, eta: 0:42:57, time: 1.468, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1204, s0.loss_cls: 0.1156, s0.acc: 95.6338, s0.loss_bbox: 0.0682, s0.loss_mask: 0.1654, s1.loss_cls: 0.0509, s1.acc: 96.2279, s1.loss_bbox: 0.0830, s1.loss_mask: 0.0794, s2.loss_cls: 0.0256, s2.acc: 96.0977, s2.loss_bbox: 0.0579, s2.loss_mask: 0.0380, loss: 0.8400 2022-05-16 20:13:08,905 - mmdet - INFO - Epoch [36][5650/7330] lr: 1.000e-06, eta: 0:41:42, time: 1.470, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0194, loss_semantic_seg: 0.1188, s0.loss_cls: 0.1085, s0.acc: 95.8350, s0.loss_bbox: 0.0652, s0.loss_mask: 0.1634, s1.loss_cls: 0.0467, s1.acc: 96.3829, s1.loss_bbox: 0.0801, s1.loss_mask: 0.0782, s2.loss_cls: 0.0241, s2.acc: 96.1960, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0374, loss: 0.8112 2022-05-16 20:14:21,788 - mmdet - INFO - Epoch [36][5700/7330] lr: 1.000e-06, eta: 0:40:28, time: 1.458, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0195, loss_semantic_seg: 0.1200, s0.loss_cls: 0.1149, s0.acc: 95.6074, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1715, s1.loss_cls: 0.0502, s1.acc: 96.2086, s1.loss_bbox: 0.0844, s1.loss_mask: 0.0817, s2.loss_cls: 0.0262, s2.acc: 95.9627, s2.loss_bbox: 0.0575, s2.loss_mask: 0.0389, loss: 0.8457 2022-05-16 20:15:35,212 - mmdet - INFO - Epoch [36][5750/7330] lr: 1.000e-06, eta: 0:39:13, time: 1.466, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1213, s0.loss_cls: 0.1119, s0.acc: 95.6919, s0.loss_bbox: 0.0658, s0.loss_mask: 0.1619, s1.loss_cls: 0.0488, s1.acc: 96.2729, s1.loss_bbox: 0.0785, s1.loss_mask: 0.0773, s2.loss_cls: 0.0251, s2.acc: 96.1462, s2.loss_bbox: 0.0546, s2.loss_mask: 0.0370, loss: 0.8162 2022-05-16 20:16:48,409 - mmdet - INFO - Epoch [36][5800/7330] lr: 1.000e-06, eta: 0:37:59, time: 1.466, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1196, s0.loss_cls: 0.1177, s0.acc: 95.5132, s0.loss_bbox: 0.0687, s0.loss_mask: 0.1683, s1.loss_cls: 0.0513, s1.acc: 96.0848, s1.loss_bbox: 0.0836, s1.loss_mask: 0.0802, s2.loss_cls: 0.0261, s2.acc: 96.0416, s2.loss_bbox: 0.0583, s2.loss_mask: 0.0384, loss: 0.8462 2022-05-16 20:18:01,244 - mmdet - INFO - Epoch [36][5850/7330] lr: 1.000e-06, eta: 0:36:44, time: 1.457, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0209, loss_semantic_seg: 0.1225, s0.loss_cls: 0.1139, s0.acc: 95.6040, s0.loss_bbox: 0.0697, s0.loss_mask: 0.1710, s1.loss_cls: 0.0493, s1.acc: 96.2024, s1.loss_bbox: 0.0865, s1.loss_mask: 0.0819, s2.loss_cls: 0.0257, s2.acc: 95.9467, s2.loss_bbox: 0.0602, s2.loss_mask: 0.0389, loss: 0.8535 2022-05-16 20:19:14,315 - mmdet - INFO - Epoch [36][5900/7330] lr: 1.000e-06, eta: 0:35:30, time: 1.461, data_time: 0.013, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1207, s0.loss_cls: 0.1170, s0.acc: 95.5593, s0.loss_bbox: 0.0684, s0.loss_mask: 0.1670, s1.loss_cls: 0.0517, s1.acc: 96.0762, s1.loss_bbox: 0.0809, s1.loss_mask: 0.0795, s2.loss_cls: 0.0266, s2.acc: 95.9256, s2.loss_bbox: 0.0556, s2.loss_mask: 0.0378, loss: 0.8385 2022-05-16 20:20:27,119 - mmdet - INFO - Epoch [36][5950/7330] lr: 1.000e-06, eta: 0:34:15, time: 1.456, data_time: 0.022, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0212, loss_semantic_seg: 0.1211, s0.loss_cls: 0.1114, s0.acc: 95.7716, s0.loss_bbox: 0.0662, s0.loss_mask: 0.1703, s1.loss_cls: 0.0484, s1.acc: 96.3298, s1.loss_bbox: 0.0811, s1.loss_mask: 0.0822, s2.loss_cls: 0.0249, s2.acc: 96.1748, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0393, loss: 0.8378 2022-05-16 20:21:40,471 - mmdet - INFO - Epoch [36][6000/7330] lr: 1.000e-06, eta: 0:33:01, time: 1.466, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1212, s0.loss_cls: 0.1166, s0.acc: 95.5315, s0.loss_bbox: 0.0696, s0.loss_mask: 0.1708, s1.loss_cls: 0.0516, s1.acc: 96.0295, s1.loss_bbox: 0.0840, s1.loss_mask: 0.0816, s2.loss_cls: 0.0263, s2.acc: 95.9726, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0388, loss: 0.8538 2022-05-16 20:22:53,343 - mmdet - INFO - Epoch [36][6050/7330] lr: 1.000e-06, eta: 0:31:46, time: 1.458, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1174, s0.loss_cls: 0.1110, s0.acc: 95.7739, s0.loss_bbox: 0.0658, s0.loss_mask: 0.1609, s1.loss_cls: 0.0491, s1.acc: 96.2866, s1.loss_bbox: 0.0796, s1.loss_mask: 0.0767, s2.loss_cls: 0.0248, s2.acc: 96.1780, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0366, loss: 0.8102 2022-05-16 20:24:06,793 - mmdet - INFO - Epoch [36][6100/7330] lr: 1.000e-06, eta: 0:30:32, time: 1.469, data_time: 0.023, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0200, loss_semantic_seg: 0.1182, s0.loss_cls: 0.1162, s0.acc: 95.5935, s0.loss_bbox: 0.0702, s0.loss_mask: 0.1656, s1.loss_cls: 0.0506, s1.acc: 96.2166, s1.loss_bbox: 0.0826, s1.loss_mask: 0.0785, s2.loss_cls: 0.0257, s2.acc: 96.0936, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0376, loss: 0.8386 2022-05-16 20:25:19,525 - mmdet - INFO - Epoch [36][6150/7330] lr: 1.000e-06, eta: 0:29:17, time: 1.454, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1236, s0.loss_cls: 0.1171, s0.acc: 95.4912, s0.loss_bbox: 0.0717, s0.loss_mask: 0.1721, s1.loss_cls: 0.0507, s1.acc: 96.0986, s1.loss_bbox: 0.0856, s1.loss_mask: 0.0814, s2.loss_cls: 0.0262, s2.acc: 95.9074, s2.loss_bbox: 0.0588, s2.loss_mask: 0.0386, loss: 0.8589 2022-05-16 20:26:32,317 - mmdet - INFO - Epoch [36][6200/7330] lr: 1.000e-06, eta: 0:28:03, time: 1.456, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0189, loss_semantic_seg: 0.1197, s0.loss_cls: 0.1100, s0.acc: 95.7551, s0.loss_bbox: 0.0654, s0.loss_mask: 0.1642, s1.loss_cls: 0.0479, s1.acc: 96.3286, s1.loss_bbox: 0.0792, s1.loss_mask: 0.0783, s2.loss_cls: 0.0248, s2.acc: 96.1353, s2.loss_bbox: 0.0542, s2.loss_mask: 0.0372, loss: 0.8123 2022-05-16 20:27:45,573 - mmdet - INFO - Epoch [36][6250/7330] lr: 1.000e-06, eta: 0:26:48, time: 1.465, data_time: 0.025, memory: 64760, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0203, loss_semantic_seg: 0.1220, s0.loss_cls: 0.1114, s0.acc: 95.6780, s0.loss_bbox: 0.0674, s0.loss_mask: 0.1661, s1.loss_cls: 0.0484, s1.acc: 96.2412, s1.loss_bbox: 0.0805, s1.loss_mask: 0.0793, s2.loss_cls: 0.0247, s2.acc: 96.1217, s2.loss_bbox: 0.0554, s2.loss_mask: 0.0378, loss: 0.8260 2022-05-16 20:28:58,097 - mmdet - INFO - Epoch [36][6300/7330] lr: 1.000e-06, eta: 0:25:34, time: 1.451, data_time: 0.012, memory: 64760, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0214, loss_semantic_seg: 0.1232, s0.loss_cls: 0.1169, s0.acc: 95.4143, s0.loss_bbox: 0.0714, s0.loss_mask: 0.1741, s1.loss_cls: 0.0520, s1.acc: 95.9518, s1.loss_bbox: 0.0875, s1.loss_mask: 0.0833, s2.loss_cls: 0.0267, s2.acc: 95.7428, s2.loss_bbox: 0.0609, s2.loss_mask: 0.0399, loss: 0.8721 2022-05-16 20:30:11,414 - mmdet - INFO - Epoch [36][6350/7330] lr: 1.000e-06, eta: 0:24:20, time: 1.466, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0198, loss_semantic_seg: 0.1169, s0.loss_cls: 0.1095, s0.acc: 95.8350, s0.loss_bbox: 0.0640, s0.loss_mask: 0.1672, s1.loss_cls: 0.0469, s1.acc: 96.4274, s1.loss_bbox: 0.0769, s1.loss_mask: 0.0799, s2.loss_cls: 0.0241, s2.acc: 96.2999, s2.loss_bbox: 0.0555, s2.loss_mask: 0.0380, loss: 0.8114 2022-05-16 20:31:24,296 - mmdet - INFO - Epoch [36][6400/7330] lr: 1.000e-06, eta: 0:23:05, time: 1.458, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0216, loss_semantic_seg: 0.1204, s0.loss_cls: 0.1139, s0.acc: 95.6646, s0.loss_bbox: 0.0677, s0.loss_mask: 0.1696, s1.loss_cls: 0.0494, s1.acc: 96.2603, s1.loss_bbox: 0.0819, s1.loss_mask: 0.0811, s2.loss_cls: 0.0250, s2.acc: 96.1486, s2.loss_bbox: 0.0589, s2.loss_mask: 0.0388, loss: 0.8410 2022-05-16 20:32:37,691 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 20:32:37,694 - mmdet - INFO - Epoch [36][6450/7330] lr: 1.000e-06, eta: 0:21:51, time: 1.468, data_time: 0.017, memory: 64760, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0192, loss_semantic_seg: 0.1198, s0.loss_cls: 0.1113, s0.acc: 95.6699, s0.loss_bbox: 0.0648, s0.loss_mask: 0.1643, s1.loss_cls: 0.0477, s1.acc: 96.3006, s1.loss_bbox: 0.0807, s1.loss_mask: 0.0789, s2.loss_cls: 0.0250, s2.acc: 96.0094, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0378, loss: 0.8199 2022-05-16 20:33:50,432 - mmdet - INFO - Epoch [36][6500/7330] lr: 1.000e-06, eta: 0:20:36, time: 1.455, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1222, s0.loss_cls: 0.1161, s0.acc: 95.4963, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1710, s1.loss_cls: 0.0518, s1.acc: 96.0164, s1.loss_bbox: 0.0838, s1.loss_mask: 0.0813, s2.loss_cls: 0.0263, s2.acc: 95.8900, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0388, loss: 0.8549 2022-05-16 20:35:03,310 - mmdet - INFO - Epoch [36][6550/7330] lr: 1.000e-06, eta: 0:19:22, time: 1.455, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0219, loss_semantic_seg: 0.1183, s0.loss_cls: 0.1110, s0.acc: 95.7234, s0.loss_bbox: 0.0676, s0.loss_mask: 0.1635, s1.loss_cls: 0.0480, s1.acc: 96.3326, s1.loss_bbox: 0.0796, s1.loss_mask: 0.0778, s2.loss_cls: 0.0247, s2.acc: 96.1765, s2.loss_bbox: 0.0542, s2.loss_mask: 0.0371, loss: 0.8179 2022-05-16 20:36:16,402 - mmdet - INFO - Epoch [36][6600/7330] lr: 1.000e-06, eta: 0:18:07, time: 1.464, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0197, loss_semantic_seg: 0.1225, s0.loss_cls: 0.1099, s0.acc: 95.7571, s0.loss_bbox: 0.0673, s0.loss_mask: 0.1696, s1.loss_cls: 0.0479, s1.acc: 96.3419, s1.loss_bbox: 0.0834, s1.loss_mask: 0.0807, s2.loss_cls: 0.0251, s2.acc: 96.0907, s2.loss_bbox: 0.0587, s2.loss_mask: 0.0386, loss: 0.8364 2022-05-16 20:37:28,960 - mmdet - INFO - Epoch [36][6650/7330] lr: 1.000e-06, eta: 0:16:53, time: 1.451, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1216, s0.loss_cls: 0.1129, s0.acc: 95.7089, s0.loss_bbox: 0.0679, s0.loss_mask: 0.1675, s1.loss_cls: 0.0496, s1.acc: 96.2422, s1.loss_bbox: 0.0824, s1.loss_mask: 0.0797, s2.loss_cls: 0.0255, s2.acc: 96.0691, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0380, loss: 0.8362 2022-05-16 20:38:40,992 - mmdet - INFO - Epoch [36][6700/7330] lr: 1.000e-06, eta: 0:15:38, time: 1.440, data_time: 0.018, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0188, loss_semantic_seg: 0.1173, s0.loss_cls: 0.1124, s0.acc: 95.7234, s0.loss_bbox: 0.0681, s0.loss_mask: 0.1697, s1.loss_cls: 0.0491, s1.acc: 96.2843, s1.loss_bbox: 0.0825, s1.loss_mask: 0.0811, s2.loss_cls: 0.0252, s2.acc: 96.1104, s2.loss_bbox: 0.0576, s2.loss_mask: 0.0385, loss: 0.8336 2022-05-16 20:39:54,367 - mmdet - INFO - Epoch [36][6750/7330] lr: 1.000e-06, eta: 0:14:24, time: 1.468, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0208, loss_semantic_seg: 0.1247, s0.loss_cls: 0.1085, s0.acc: 95.8054, s0.loss_bbox: 0.0652, s0.loss_mask: 0.1685, s1.loss_cls: 0.0471, s1.acc: 96.3570, s1.loss_bbox: 0.0809, s1.loss_mask: 0.0806, s2.loss_cls: 0.0241, s2.acc: 96.2677, s2.loss_bbox: 0.0582, s2.loss_mask: 0.0385, loss: 0.8291 2022-05-16 20:41:07,242 - mmdet - INFO - Epoch [36][6800/7330] lr: 1.000e-06, eta: 0:13:09, time: 1.457, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0202, loss_semantic_seg: 0.1240, s0.loss_cls: 0.1112, s0.acc: 95.7297, s0.loss_bbox: 0.0652, s0.loss_mask: 0.1627, s1.loss_cls: 0.0479, s1.acc: 96.3115, s1.loss_bbox: 0.0811, s1.loss_mask: 0.0774, s2.loss_cls: 0.0253, s2.acc: 96.1448, s2.loss_bbox: 0.0563, s2.loss_mask: 0.0371, loss: 0.8219 2022-05-16 20:42:21,123 - mmdet - INFO - Epoch [36][6850/7330] lr: 1.000e-06, eta: 0:11:55, time: 1.477, data_time: 0.015, memory: 64760, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0204, loss_semantic_seg: 0.1159, s0.loss_cls: 0.1109, s0.acc: 95.7278, s0.loss_bbox: 0.0663, s0.loss_mask: 0.1655, s1.loss_cls: 0.0485, s1.acc: 96.2615, s1.loss_bbox: 0.0797, s1.loss_mask: 0.0792, s2.loss_cls: 0.0245, s2.acc: 96.2171, s2.loss_bbox: 0.0570, s2.loss_mask: 0.0376, loss: 0.8189 2022-05-16 20:43:33,682 - mmdet - INFO - Epoch [36][6900/7330] lr: 1.000e-06, eta: 0:10:40, time: 1.451, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0207, loss_semantic_seg: 0.1177, s0.loss_cls: 0.1099, s0.acc: 95.7415, s0.loss_bbox: 0.0686, s0.loss_mask: 0.1677, s1.loss_cls: 0.0481, s1.acc: 96.2809, s1.loss_bbox: 0.0808, s1.loss_mask: 0.0796, s2.loss_cls: 0.0255, s2.acc: 96.0585, s2.loss_bbox: 0.0564, s2.loss_mask: 0.0378, loss: 0.8254 2022-05-16 20:44:46,455 - mmdet - INFO - Epoch [36][6950/7330] lr: 1.000e-06, eta: 0:09:26, time: 1.455, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0201, loss_semantic_seg: 0.1219, s0.loss_cls: 0.1045, s0.acc: 95.9863, s0.loss_bbox: 0.0642, s0.loss_mask: 0.1631, s1.loss_cls: 0.0448, s1.acc: 96.5172, s1.loss_bbox: 0.0795, s1.loss_mask: 0.0775, s2.loss_cls: 0.0231, s2.acc: 96.3552, s2.loss_bbox: 0.0554, s2.loss_mask: 0.0365, loss: 0.8029 2022-05-16 20:46:00,017 - mmdet - INFO - Epoch [36][7000/7330] lr: 1.000e-06, eta: 0:08:11, time: 1.472, data_time: 0.021, memory: 64760, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0223, loss_semantic_seg: 0.1242, s0.loss_cls: 0.1161, s0.acc: 95.5337, s0.loss_bbox: 0.0680, s0.loss_mask: 0.1675, s1.loss_cls: 0.0510, s1.acc: 96.1090, s1.loss_bbox: 0.0808, s1.loss_mask: 0.0799, s2.loss_cls: 0.0263, s2.acc: 95.9703, s2.loss_bbox: 0.0569, s2.loss_mask: 0.0382, loss: 0.8468 2022-05-16 20:47:13,203 - mmdet - INFO - Epoch [36][7050/7330] lr: 1.000e-06, eta: 0:06:57, time: 1.463, data_time: 0.016, memory: 64760, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0196, loss_semantic_seg: 0.1230, s0.loss_cls: 0.1122, s0.acc: 95.7290, s0.loss_bbox: 0.0675, s0.loss_mask: 0.1624, s1.loss_cls: 0.0486, s1.acc: 96.3060, s1.loss_bbox: 0.0815, s1.loss_mask: 0.0771, s2.loss_cls: 0.0248, s2.acc: 96.2020, s2.loss_bbox: 0.0560, s2.loss_mask: 0.0367, loss: 0.8226 2022-05-16 20:48:25,275 - mmdet - INFO - Epoch [36][7100/7330] lr: 1.000e-06, eta: 0:05:42, time: 1.442, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0199, loss_semantic_seg: 0.1204, s0.loss_cls: 0.1126, s0.acc: 95.6003, s0.loss_bbox: 0.0672, s0.loss_mask: 0.1682, s1.loss_cls: 0.0497, s1.acc: 96.1544, s1.loss_bbox: 0.0806, s1.loss_mask: 0.0794, s2.loss_cls: 0.0252, s2.acc: 96.0881, s2.loss_bbox: 0.0552, s2.loss_mask: 0.0379, loss: 0.8292 2022-05-16 20:49:38,716 - mmdet - INFO - Epoch [36][7150/7330] lr: 1.000e-06, eta: 0:04:28, time: 1.469, data_time: 0.019, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0217, loss_semantic_seg: 0.1283, s0.loss_cls: 0.1229, s0.acc: 95.2100, s0.loss_bbox: 0.0750, s0.loss_mask: 0.1770, s1.loss_cls: 0.0547, s1.acc: 95.6995, s1.loss_bbox: 0.0886, s1.loss_mask: 0.0844, s2.loss_cls: 0.0281, s2.acc: 95.5706, s2.loss_bbox: 0.0619, s2.loss_mask: 0.0400, loss: 0.8970 2022-05-16 20:50:52,690 - mmdet - INFO - Epoch [36][7200/7330] lr: 1.000e-06, eta: 0:03:13, time: 1.479, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0213, loss_semantic_seg: 0.1138, s0.loss_cls: 0.1111, s0.acc: 95.7773, s0.loss_bbox: 0.0653, s0.loss_mask: 0.1622, s1.loss_cls: 0.0484, s1.acc: 96.4515, s1.loss_bbox: 0.0783, s1.loss_mask: 0.0777, s2.loss_cls: 0.0247, s2.acc: 96.3315, s2.loss_bbox: 0.0552, s2.loss_mask: 0.0371, loss: 0.8094 2022-05-16 20:52:05,535 - mmdet - INFO - Epoch [36][7250/7330] lr: 1.000e-06, eta: 0:01:59, time: 1.457, data_time: 0.020, memory: 64760, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0222, loss_semantic_seg: 0.1210, s0.loss_cls: 0.1192, s0.acc: 95.4480, s0.loss_bbox: 0.0704, s0.loss_mask: 0.1735, s1.loss_cls: 0.0536, s1.acc: 95.9988, s1.loss_bbox: 0.0861, s1.loss_mask: 0.0825, s2.loss_cls: 0.0275, s2.acc: 95.8053, s2.loss_bbox: 0.0585, s2.loss_mask: 0.0391, loss: 0.8681 2022-05-16 20:53:18,393 - mmdet - INFO - Epoch [36][7300/7330] lr: 1.000e-06, eta: 0:00:44, time: 1.457, data_time: 0.014, memory: 64760, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0205, loss_semantic_seg: 0.1216, s0.loss_cls: 0.1128, s0.acc: 95.7163, s0.loss_bbox: 0.0668, s0.loss_mask: 0.1686, s1.loss_cls: 0.0489, s1.acc: 96.3515, s1.loss_bbox: 0.0801, s1.loss_mask: 0.0798, s2.loss_cls: 0.0250, s2.acc: 96.1734, s2.loss_bbox: 0.0559, s2.loss_mask: 0.0379, loss: 0.8323 2022-05-16 20:54:20,433 - mmdet - INFO - Saving checkpoint at 36 epochs 2022-05-16 20:58:58,099 - mmdet - INFO - Evaluating bbox... 2022-05-16 20:59:37,721 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.578 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.765 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.636 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.435 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.616 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.723 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.736 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.736 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.736 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.766 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.862 2022-05-16 20:59:37,727 - mmdet - INFO - Evaluating segm... 2022-05-16 21:00:23,646 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.502 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.744 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.549 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.325 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.533 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.683 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 ] = 0.500 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 ] = 0.777 2022-05-16 21:00:24,333 - mmdet - INFO - Exp name: htc++_beit_adapter_large_fpn_3x_coco.py 2022-05-16 21:00:24,335 - mmdet - INFO - Epoch(val) [36][313] bbox_mAP: 0.5780, bbox_mAP_50: 0.7650, bbox_mAP_75: 0.6360, bbox_mAP_s: 0.4350, bbox_mAP_m: 0.6160, bbox_mAP_l: 0.7230, bbox_mAP_copypaste: 0.578 0.765 0.636 0.435 0.616 0.723, segm_mAP: 0.5020, segm_mAP_50: 0.7440, segm_mAP_75: 0.5490, segm_mAP_s: 0.3250, segm_mAP_m: 0.5330, segm_mAP_l: 0.6830, segm_mAP_copypaste: 0.502 0.744 0.549 0.325 0.533 0.683