2024-01-29 19:05:45,590 - mmdet - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.8.18 (default, Sep 11 2023, 13:40:15) [GCC 11.2.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-40GB CUDA_HOME: /usr/local/cuda-12.0 NVCC: Build cuda_12.0.r12.0/compiler.31968024_0 GCC: gcc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0 PyTorch: 1.10.1 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.2.3 (Git Hash 7336ca9f055cf1bfa13efb658fe15dc9b41f0740) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.3 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_37,code=compute_37 - CuDNN 8.2 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.0, 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 -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-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=1.10.1, 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: 0.11.2 OpenCV: 4.9.0 MMCV: 1.3.17 MMCV Compiler: GCC 7.3 MMCV CUDA Compiler: 11.1 MMDetection: 2.19.1+2f84a48 ------------------------------------------------------------ 2024-01-29 19:05:45,966 - mmdet - INFO - Distributed training: True 2024-01-29 19:05:46,321 - mmdet - INFO - Config: model = dict( detector=dict( type='FasterRCNN', backbone=dict( type='ResNet', depth=101, num_stages=4, out_indices=(3, ), strides=(1, 2, 2, 1), dilations=(1, 1, 1, 2), frozen_stages=1, norm_cfg=dict(type='BN', requires_grad=True), norm_eval=True, style='pytorch', init_cfg=dict( type='Pretrained', checkpoint='torchvision://resnet101')), neck=dict( type='ChannelMapper', in_channels=[2048], out_channels=512, kernel_size=3), rpn_head=dict( type='RPNHead', in_channels=512, feat_channels=512, anchor_generator=dict( type='AnchorGenerator', scales=[4, 8, 16, 32], ratios=[0.5, 1.0, 2.0], strides=[16]), 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='MambaRoIHead', bbox_roi_extractor=dict( type='SingleRoIExtractor', roi_layer=dict( type='RoIAlign', output_size=7, sampling_ratio=2), out_channels=512, featmap_strides=[16]), bbox_head=dict( type='MambaBBoxHead', in_channels=512, fc_out_channels=1024, roi_feat_size=7, num_classes=30, bbox_coder=dict( type='DeltaXYWHBBoxCoder', target_means=[0.0, 0.0, 0.0, 0.0], target_stds=[0.2, 0.2, 0.2, 0.2]), reg_class_agnostic=False, loss_cls=dict( type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0), loss_bbox=dict(type='SmoothL1Loss', beta=1.0, loss_weight=1.0), num_shared_fcs=2, topk=75, aggregator=dict( type='MambaAggregator', in_channels=1024, num_attention_blocks=16))), 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=6000, max_per_img=600, nms=dict(type='nms', iou_threshold=0.7), min_bbox_size=0), rcnn=dict( assigner=dict( type='MaxIoUAssigner', pos_iou_thr=0.5, neg_iou_thr=0.5, min_pos_iou=0.5, ignore_iof_thr=-1), sampler=dict( type='RandomSampler', num=256, pos_fraction=0.25, neg_pos_ub=-1, add_gt_as_proposals=True), pos_weight=-1, debug=False)), test_cfg=dict( rpn=dict( nms_pre=6000, max_per_img=300, nms=dict(type='nms', iou_threshold=0.7), min_bbox_size=0), rcnn=dict( score_thr=0.0001, nms=dict(type='nms', iou_threshold=0.5), max_per_img=100))), type='MAMBA') dataset_type = 'ImagenetVIDDataset' data_root = 'data/ILSVRC/' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) train_pipeline = [ dict(type='LoadMultiImagesFromFile'), dict(type='SeqLoadAnnotations', with_bbox=True, with_track=True), dict(type='SeqResize', img_scale=(1000, 600), keep_ratio=True), dict(type='SeqRandomFlip', share_params=True, flip_ratio=0.5), dict( type='SeqNormalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='SeqPad', size_divisor=16), dict( type='VideoCollect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_instance_ids']), dict(type='ConcatVideoReferences'), dict(type='SeqDefaultFormatBundle', ref_prefix='ref') ] test_pipeline = [ dict(type='LoadMultiImagesFromFile'), dict(type='SeqResize', img_scale=(1000, 600), keep_ratio=True), dict(type='SeqRandomFlip', share_params=True, flip_ratio=0.0), dict( type='SeqNormalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='SeqPad', size_divisor=16), dict( type='VideoCollect', keys=['img'], meta_keys=('num_left_ref_imgs', 'frame_stride')), dict(type='ConcatVideoReferences'), dict(type='MultiImagesToTensor', ref_prefix='ref'), dict(type='ToList') ] data = dict( samples_per_gpu=1, workers_per_gpu=4, train=[ dict( type='ImagenetVIDDataset', ann_file='data/ILSVRC/annotations/imagenet_vid_train.json', img_prefix='data/ILSVRC/Data/VID', ref_img_sampler=dict( num_ref_imgs=2, frame_range=1000, filter_key_img=True, method='bilateral_uniform'), pipeline=[ dict(type='LoadMultiImagesFromFile'), dict( type='SeqLoadAnnotations', with_bbox=True, with_track=True), dict(type='SeqResize', img_scale=(1000, 600), keep_ratio=True), dict(type='SeqRandomFlip', share_params=True, flip_ratio=0.5), dict( type='SeqNormalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='SeqPad', size_divisor=16), dict( type='VideoCollect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_instance_ids']), dict(type='ConcatVideoReferences'), dict(type='SeqDefaultFormatBundle', ref_prefix='ref') ]), dict( type='ImagenetVIDDataset', load_as_video=False, ann_file='data/ILSVRC/annotations/imagenet_det_30plus1cls.json', img_prefix='data/ILSVRC/Data/DET', ref_img_sampler=dict( num_ref_imgs=2, frame_range=0, filter_key_img=False, method='bilateral_uniform'), pipeline=[ dict(type='LoadMultiImagesFromFile'), dict( type='SeqLoadAnnotations', with_bbox=True, with_track=True), dict(type='SeqResize', img_scale=(1000, 600), keep_ratio=True), dict(type='SeqRandomFlip', share_params=True, flip_ratio=0.5), dict( type='SeqNormalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='SeqPad', size_divisor=16), dict( type='VideoCollect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_instance_ids']), dict(type='ConcatVideoReferences'), dict(type='SeqDefaultFormatBundle', ref_prefix='ref') ]) ], val=dict( type='ImagenetVIDDataset', ann_file='data/ILSVRC/annotations/imagenet_vid_val.json', img_prefix='data/ILSVRC/Data/VID', ref_img_sampler=dict( num_ref_imgs=14, frame_range=[-7, 7], stride=1, method='test_with_adaptive_stride'), pipeline=[ dict(type='LoadMultiImagesFromFile'), dict(type='SeqResize', img_scale=(1000, 600), keep_ratio=True), dict(type='SeqRandomFlip', share_params=True, flip_ratio=0.0), dict( type='SeqNormalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='SeqPad', size_divisor=16), dict( type='VideoCollect', keys=['img'], meta_keys=('num_left_ref_imgs', 'frame_stride')), dict(type='ConcatVideoReferences'), dict(type='MultiImagesToTensor', ref_prefix='ref'), dict(type='ToList') ], test_mode=True, shuffle_video_frames=True), test=dict( type='ImagenetVIDDataset', ann_file='data/ILSVRC/annotations/imagenet_vid_val.json', img_prefix='data/ILSVRC/Data/VID', ref_img_sampler=dict( num_ref_imgs=14, frame_range=[-7, 7], stride=1, method='test_with_adaptive_stride'), pipeline=[ dict(type='LoadMultiImagesFromFile'), dict(type='SeqResize', img_scale=(1000, 600), keep_ratio=True), dict(type='SeqRandomFlip', share_params=True, flip_ratio=0.0), dict( type='SeqNormalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='SeqPad', size_divisor=16), dict( type='VideoCollect', keys=['img'], meta_keys=('num_left_ref_imgs', 'frame_stride')), dict(type='ConcatVideoReferences'), dict(type='MultiImagesToTensor', ref_prefix='ref'), dict(type='ToList') ], test_mode=True, shuffle_video_frames=True)) checkpoint_config = dict(interval=3) log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) custom_hooks = [dict(type='NumClassCheckHook')] dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = 'work_dirs/mamba_r101_dc5_6x/epoch_3.pth' workflow = [('train', 1)] optimizer = dict(type='SGD', lr=0.001, momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=35, norm_type=2)) lr_config = dict( policy='step', warmup='linear', warmup_iters=500, warmup_ratio=0.3333333333333333, step=[4]) runner = dict(type='EpochBasedRunner', max_epochs=6) is_video_model = True total_epochs = 6 evaluation = dict(metric=['bbox'], vid_style=True, interval=1) work_dir = './work_dirs/mamba_r101_dc5_6x' gpu_ids = range(0, 8) 2024-01-29 19:05:54,813 - mmdet - INFO - Set random seed to 1466607766, deterministic: False 2024-01-29 19:05:55,507 - mmdet - INFO - initialize ResNet with init_cfg {'type': 'Pretrained', 'checkpoint': 'torchvision://resnet101'} 2024-01-29 19:05:55,713 - mmdet - INFO - initialize ChannelMapper with init_cfg {'type': 'Xavier', 'layer': 'Conv2d', 'distribution': 'uniform'} 2024-01-29 19:05:55,776 - mmdet - INFO - initialize RPNHead with init_cfg {'type': 'Normal', 'layer': 'Conv2d', 'std': 0.01} 2024-01-29 19:05:55,790 - mmdet - INFO - initialize MambaBBoxHead with init_cfg [{'type': 'Normal', 'std': 0.01, 'override': {'name': 'fc_cls'}}, {'type': 'Normal', 'std': 0.001, 'override': {'name': 'fc_reg'}}, {'type': 'Xavier', 'distribution': 'uniform', 'override': [{'name': 'shared_fcs'}, {'name': 'cls_fcs'}, {'name': 'reg_fcs'}]}] Name of parameter - Initialization information detector.backbone.conv1.weight - torch.Size([64, 3, 7, 7]): PretrainedInit: load from torchvision://resnet101 detector.backbone.bn1.weight - torch.Size([64]): PretrainedInit: load from torchvision://resnet101 detector.backbone.bn1.bias - torch.Size([64]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.0.conv1.weight - torch.Size([64, 64, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.0.bn1.weight - torch.Size([64]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.0.bn1.bias - torch.Size([64]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.0.conv2.weight - torch.Size([64, 64, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.0.bn2.weight - torch.Size([64]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.0.bn2.bias - torch.Size([64]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.0.conv3.weight - torch.Size([256, 64, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.0.bn3.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.0.bn3.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.0.downsample.0.weight - torch.Size([256, 64, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.0.downsample.1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.0.downsample.1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.1.conv1.weight - torch.Size([64, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.1.bn1.weight - torch.Size([64]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.1.bn1.bias - torch.Size([64]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.1.conv2.weight - torch.Size([64, 64, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.1.bn2.weight - torch.Size([64]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.1.bn2.bias - torch.Size([64]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.1.conv3.weight - torch.Size([256, 64, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.1.bn3.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.1.bn3.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.2.conv1.weight - torch.Size([64, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.2.bn1.weight - torch.Size([64]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.2.bn1.bias - torch.Size([64]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.2.conv2.weight - torch.Size([64, 64, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.2.bn2.weight - torch.Size([64]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.2.bn2.bias - torch.Size([64]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.2.conv3.weight - torch.Size([256, 64, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.2.bn3.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer1.2.bn3.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.0.conv1.weight - torch.Size([128, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.0.bn1.weight - torch.Size([128]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.0.bn1.bias - torch.Size([128]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.0.conv2.weight - torch.Size([128, 128, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.0.bn2.weight - torch.Size([128]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.0.bn2.bias - torch.Size([128]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.0.conv3.weight - torch.Size([512, 128, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.0.bn3.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.0.bn3.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.0.downsample.0.weight - torch.Size([512, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.0.downsample.1.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.0.downsample.1.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.1.conv1.weight - torch.Size([128, 512, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.1.bn1.weight - torch.Size([128]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.1.bn1.bias - torch.Size([128]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.1.conv2.weight - torch.Size([128, 128, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.1.bn2.weight - torch.Size([128]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.1.bn2.bias - torch.Size([128]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.1.conv3.weight - torch.Size([512, 128, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.1.bn3.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.1.bn3.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.2.conv1.weight - torch.Size([128, 512, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.2.bn1.weight - torch.Size([128]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.2.bn1.bias - torch.Size([128]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.2.conv2.weight - torch.Size([128, 128, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.2.bn2.weight - torch.Size([128]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.2.bn2.bias - torch.Size([128]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.2.conv3.weight - torch.Size([512, 128, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.2.bn3.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.2.bn3.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.3.conv1.weight - torch.Size([128, 512, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.3.bn1.weight - torch.Size([128]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.3.bn1.bias - torch.Size([128]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.3.conv2.weight - torch.Size([128, 128, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.3.bn2.weight - torch.Size([128]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.3.bn2.bias - torch.Size([128]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.3.conv3.weight - torch.Size([512, 128, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.3.bn3.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer2.3.bn3.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.0.conv1.weight - torch.Size([256, 512, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.0.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.0.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.0.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.0.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.0.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.0.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.0.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.0.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.0.downsample.0.weight - torch.Size([1024, 512, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.0.downsample.1.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.0.downsample.1.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.1.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.1.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.1.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.1.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.1.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.1.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.1.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.1.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.1.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.2.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.2.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.2.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.2.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.2.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.2.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.2.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.2.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.2.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.3.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.3.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.3.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.3.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.3.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.3.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.3.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.3.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.3.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.4.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.4.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.4.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.4.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.4.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.4.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.4.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.4.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.4.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.5.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.5.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.5.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.5.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.5.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.5.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.5.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.5.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.5.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.6.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.6.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.6.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.6.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.6.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.6.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.6.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.6.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.6.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.7.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.7.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.7.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.7.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.7.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.7.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.7.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.7.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.7.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.8.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.8.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.8.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.8.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.8.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.8.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.8.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.8.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.8.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.9.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.9.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.9.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.9.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.9.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.9.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.9.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.9.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.9.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.10.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.10.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.10.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.10.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.10.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.10.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.10.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.10.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.10.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.11.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.11.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.11.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.11.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.11.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.11.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.11.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.11.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.11.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.12.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.12.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.12.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.12.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.12.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.12.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.12.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.12.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.12.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.13.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.13.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.13.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.13.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.13.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.13.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.13.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.13.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.13.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.14.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.14.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.14.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.14.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.14.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.14.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.14.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.14.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.14.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.15.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.15.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.15.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.15.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.15.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.15.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.15.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.15.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.15.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.16.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.16.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.16.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.16.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.16.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.16.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.16.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.16.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.16.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.17.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.17.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.17.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.17.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.17.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.17.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.17.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.17.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.17.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.18.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.18.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.18.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.18.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.18.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.18.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.18.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.18.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.18.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.19.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.19.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.19.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.19.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.19.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.19.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.19.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.19.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.19.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.20.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.20.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.20.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.20.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.20.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.20.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.20.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.20.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.20.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.21.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.21.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.21.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.21.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.21.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.21.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.21.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.21.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.21.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.22.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.22.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.22.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.22.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.22.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.22.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.22.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.22.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer3.22.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.0.conv1.weight - torch.Size([512, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.0.bn1.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.0.bn1.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.0.conv2.weight - torch.Size([512, 512, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.0.bn2.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.0.bn2.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.0.conv3.weight - torch.Size([2048, 512, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.0.bn3.weight - torch.Size([2048]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.0.bn3.bias - torch.Size([2048]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.0.downsample.0.weight - torch.Size([2048, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.0.downsample.1.weight - torch.Size([2048]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.0.downsample.1.bias - torch.Size([2048]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.1.conv1.weight - torch.Size([512, 2048, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.1.bn1.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.1.bn1.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.1.conv2.weight - torch.Size([512, 512, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.1.bn2.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.1.bn2.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.1.conv3.weight - torch.Size([2048, 512, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.1.bn3.weight - torch.Size([2048]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.1.bn3.bias - torch.Size([2048]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.2.conv1.weight - torch.Size([512, 2048, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.2.bn1.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.2.bn1.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.2.conv2.weight - torch.Size([512, 512, 3, 3]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.2.bn2.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.2.bn2.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.2.conv3.weight - torch.Size([2048, 512, 1, 1]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.2.bn3.weight - torch.Size([2048]): PretrainedInit: load from torchvision://resnet101 detector.backbone.layer4.2.bn3.bias - torch.Size([2048]): PretrainedInit: load from torchvision://resnet101 detector.neck.convs.0.conv.weight - torch.Size([512, 2048, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 detector.neck.convs.0.conv.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of MAMBA detector.rpn_head.rpn_conv.weight - torch.Size([512, 512, 3, 3]): NormalInit: mean=0, std=0.01, bias=0 detector.rpn_head.rpn_conv.bias - torch.Size([512]): NormalInit: mean=0, std=0.01, bias=0 detector.rpn_head.rpn_cls.weight - torch.Size([12, 512, 1, 1]): NormalInit: mean=0, std=0.01, bias=0 detector.rpn_head.rpn_cls.bias - torch.Size([12]): NormalInit: mean=0, std=0.01, bias=0 detector.rpn_head.rpn_reg.weight - torch.Size([48, 512, 1, 1]): NormalInit: mean=0, std=0.01, bias=0 detector.rpn_head.rpn_reg.bias - torch.Size([48]): NormalInit: mean=0, std=0.01, bias=0 detector.roi_head.bbox_head.fc_cls.weight - torch.Size([31, 1024]): NormalInit: mean=0, std=0.01, bias=0 detector.roi_head.bbox_head.fc_cls.bias - torch.Size([31]): NormalInit: mean=0, std=0.01, bias=0 detector.roi_head.bbox_head.fc_reg.weight - torch.Size([120, 1024]): NormalInit: mean=0, std=0.001, bias=0 detector.roi_head.bbox_head.fc_reg.bias - torch.Size([120]): NormalInit: mean=0, std=0.001, bias=0 detector.roi_head.bbox_head.shared_fcs.0.weight - torch.Size([1024, 25088]): XavierInit: gain=1, distribution=uniform, bias=0 detector.roi_head.bbox_head.shared_fcs.0.bias - torch.Size([1024]): XavierInit: gain=1, distribution=uniform, bias=0 detector.roi_head.bbox_head.shared_fcs.1.weight - torch.Size([1024, 1024]): XavierInit: gain=1, distribution=uniform, bias=0 detector.roi_head.bbox_head.shared_fcs.1.bias - torch.Size([1024]): XavierInit: gain=1, distribution=uniform, bias=0 detector.roi_head.bbox_head.aggregator.0.fc_embed.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of MAMBA detector.roi_head.bbox_head.aggregator.0.fc_embed.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of MAMBA detector.roi_head.bbox_head.aggregator.0.ref_fc_embed.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of MAMBA detector.roi_head.bbox_head.aggregator.0.ref_fc_embed.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of MAMBA detector.roi_head.bbox_head.aggregator.0.fc.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of MAMBA detector.roi_head.bbox_head.aggregator.0.fc.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of MAMBA detector.roi_head.bbox_head.aggregator.0.ref_fc.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of MAMBA detector.roi_head.bbox_head.aggregator.0.ref_fc.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of MAMBA detector.roi_head.bbox_head.aggregator.1.fc_embed.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of MAMBA detector.roi_head.bbox_head.aggregator.1.fc_embed.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of MAMBA detector.roi_head.bbox_head.aggregator.1.ref_fc_embed.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of MAMBA detector.roi_head.bbox_head.aggregator.1.ref_fc_embed.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of MAMBA detector.roi_head.bbox_head.aggregator.1.fc.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of MAMBA detector.roi_head.bbox_head.aggregator.1.fc.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of MAMBA detector.roi_head.bbox_head.aggregator.1.ref_fc.weight - torch.Size([1024, 1024]): The value is the same before and after calling `init_weights` of MAMBA detector.roi_head.bbox_head.aggregator.1.ref_fc.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of MAMBA 2024-01-29 19:06:30,599 - mmdet - INFO - load checkpoint from local path: work_dirs/mamba_r101_dc5_6x/epoch_3.pth 2024-01-29 19:06:31,139 - mmdet - INFO - the iteration number is changed due to change of GPU number 2024-01-29 19:06:31,185 - mmdet - INFO - resumed epoch 3, iter 41133 2024-01-29 19:06:31,186 - mmdet - INFO - Start running, host: iedl@ubuntu, work_dir: /data/g84292032/code/video_feature_enhancement/work_dirs/mamba_r101_dc5_6x 2024-01-29 19:06:31,186 - 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 -------------------- 2024-01-29 19:06:31,187 - mmdet - INFO - workflow: [('train', 1)], max: 6 epochs 2024-01-29 19:06:31,187 - mmdet - INFO - Checkpoints will be saved to /data/g84292032/code/video_feature_enhancement/work_dirs/mamba_r101_dc5_6x by HardDiskBackend. 2024-01-29 19:08:32,471 - mmdet - INFO - Epoch [4][50/13711] lr: 1.000e-03, eta: 1 day, 3:40:46, time: 2.425, data_time: 2.252, memory: 5240, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0158, loss_cls: 0.0983, acc: 96.1932, loss_bbox: 0.0377, loss: 0.1664, grad_norm: 3.0777 2024-01-29 19:08:40,539 - mmdet - INFO - Epoch [4][100/13711] lr: 1.000e-03, eta: 14:44:33, time: 0.161, data_time: 0.013, memory: 5240, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0133, loss_cls: 0.0977, acc: 96.0897, loss_bbox: 0.0356, loss: 0.1613, grad_norm: 2.9773 2024-01-29 19:08:48,605 - mmdet - INFO - Epoch [4][150/13711] lr: 1.000e-03, eta: 10:25:42, time: 0.161, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0145, loss_cls: 0.0898, acc: 96.4126, loss_bbox: 0.0340, loss: 0.1535, grad_norm: 2.8939 2024-01-29 19:08:56,806 - mmdet - INFO - Epoch [4][200/13711] lr: 1.000e-03, eta: 8:16:40, time: 0.164, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0132, loss_cls: 0.0864, acc: 96.6123, loss_bbox: 0.0316, loss: 0.1440, grad_norm: 2.7961 2024-01-29 19:09:04,961 - mmdet - INFO - Epoch [4][250/13711] lr: 1.000e-03, eta: 6:59:05, time: 0.163, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0134, loss_cls: 0.0838, acc: 96.7510, loss_bbox: 0.0316, loss: 0.1434, grad_norm: 2.9684 2024-01-29 19:09:13,269 - mmdet - INFO - Epoch [4][300/13711] lr: 1.000e-03, eta: 6:07:39, time: 0.166, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0149, loss_cls: 0.0898, acc: 96.4818, loss_bbox: 0.0370, loss: 0.1560, grad_norm: 2.8441 2024-01-29 19:09:21,421 - mmdet - INFO - Epoch [4][350/13711] lr: 1.000e-03, eta: 5:30:35, time: 0.163, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0151, loss_cls: 0.0929, acc: 96.2600, loss_bbox: 0.0363, loss: 0.1575, grad_norm: 3.1120 2024-01-29 19:09:29,885 - mmdet - INFO - Epoch [4][400/13711] lr: 1.000e-03, eta: 5:03:16, time: 0.169, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0140, loss_cls: 0.0828, acc: 96.6215, loss_bbox: 0.0323, loss: 0.1418, grad_norm: 2.7156 2024-01-29 19:09:38,197 - mmdet - INFO - Epoch [4][450/13711] lr: 1.000e-03, eta: 4:41:46, time: 0.166, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0154, loss_cls: 0.0761, acc: 96.9143, loss_bbox: 0.0309, loss: 0.1367, grad_norm: 2.7812 2024-01-29 19:09:46,364 - mmdet - INFO - Epoch [4][500/13711] lr: 1.000e-03, eta: 4:24:20, time: 0.163, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0145, loss_cls: 0.0825, acc: 96.8290, loss_bbox: 0.0333, loss: 0.1436, grad_norm: 2.8538 2024-01-29 19:09:54,571 - mmdet - INFO - Epoch [4][550/13711] lr: 1.000e-03, eta: 4:10:06, time: 0.164, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0146, loss_cls: 0.0799, acc: 96.7730, loss_bbox: 0.0300, loss: 0.1377, grad_norm: 2.8035 2024-01-29 19:10:02,510 - mmdet - INFO - Epoch [4][600/13711] lr: 1.000e-03, eta: 3:57:54, time: 0.159, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0137, loss_cls: 0.0810, acc: 96.7197, loss_bbox: 0.0306, loss: 0.1384, grad_norm: 2.8051 2024-01-29 19:10:10,560 - mmdet - INFO - Epoch [4][650/13711] lr: 1.000e-03, eta: 3:47:42, time: 0.161, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0146, loss_cls: 0.0793, acc: 96.8220, loss_bbox: 0.0320, loss: 0.1399, grad_norm: 2.7284 2024-01-29 19:10:19,041 - mmdet - INFO - Epoch [4][700/13711] lr: 1.000e-03, eta: 3:39:20, time: 0.170, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0154, loss_cls: 0.0852, acc: 96.6367, loss_bbox: 0.0309, loss: 0.1468, grad_norm: 2.9371 2024-01-29 19:10:27,153 - mmdet - INFO - Epoch [4][750/13711] lr: 1.000e-03, eta: 3:31:44, time: 0.162, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0156, loss_cls: 0.0861, acc: 96.5625, loss_bbox: 0.0338, loss: 0.1474, grad_norm: 2.8024 2024-01-29 19:10:35,147 - mmdet - INFO - Epoch [4][800/13711] lr: 1.000e-03, eta: 3:24:59, time: 0.160, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0143, loss_cls: 0.0828, acc: 96.7130, loss_bbox: 0.0321, loss: 0.1433, grad_norm: 2.9516 2024-01-29 19:10:43,216 - mmdet - INFO - Epoch [4][850/13711] lr: 1.000e-03, eta: 3:19:03, time: 0.161, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0142, loss_cls: 0.0787, acc: 96.8793, loss_bbox: 0.0304, loss: 0.1367, grad_norm: 2.9297 2024-01-29 19:10:51,505 - mmdet - INFO - Epoch [4][900/13711] lr: 1.000e-03, eta: 3:13:56, time: 0.166, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0142, loss_cls: 0.0762, acc: 97.0951, loss_bbox: 0.0301, loss: 0.1328, grad_norm: 2.5815 2024-01-29 19:10:59,549 - mmdet - INFO - Epoch [4][950/13711] lr: 1.000e-03, eta: 3:09:10, time: 0.161, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0148, loss_cls: 0.0769, acc: 96.8920, loss_bbox: 0.0301, loss: 0.1358, grad_norm: 2.7199 2024-01-29 19:11:08,124 - mmdet - INFO - Epoch [4][1000/13711] lr: 1.000e-03, eta: 3:05:13, time: 0.172, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0153, loss_cls: 0.0729, acc: 97.1294, loss_bbox: 0.0301, loss: 0.1303, grad_norm: 2.7068 2024-01-29 19:11:16,239 - mmdet - INFO - Epoch [4][1050/13711] lr: 1.000e-03, eta: 3:01:21, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0125, loss_cls: 0.0733, acc: 97.1150, loss_bbox: 0.0317, loss: 0.1308, grad_norm: 2.6263 2024-01-29 19:11:24,199 - mmdet - INFO - Epoch [4][1100/13711] lr: 1.000e-03, eta: 2:57:43, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0151, loss_cls: 0.0762, acc: 97.0477, loss_bbox: 0.0327, loss: 0.1383, grad_norm: 2.6406 2024-01-29 19:11:32,291 - mmdet - INFO - Epoch [4][1150/13711] lr: 1.000e-03, eta: 2:54:28, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0150, loss_cls: 0.0741, acc: 97.0258, loss_bbox: 0.0294, loss: 0.1332, grad_norm: 2.5848 2024-01-29 19:11:40,220 - mmdet - INFO - Epoch [4][1200/13711] lr: 1.000e-03, eta: 2:51:23, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0130, loss_cls: 0.0714, acc: 97.1731, loss_bbox: 0.0284, loss: 0.1252, grad_norm: 2.6578 2024-01-29 19:11:48,221 - mmdet - INFO - Epoch [4][1250/13711] lr: 1.000e-03, eta: 2:48:34, time: 0.160, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0160, loss_cls: 0.0750, acc: 97.0934, loss_bbox: 0.0320, loss: 0.1392, grad_norm: 2.7961 2024-01-29 19:11:56,235 - mmdet - INFO - Epoch [4][1300/13711] lr: 1.000e-03, eta: 2:45:59, time: 0.160, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0134, loss_cls: 0.0716, acc: 97.1948, loss_bbox: 0.0291, loss: 0.1296, grad_norm: 2.7488 2024-01-29 19:12:04,265 - mmdet - INFO - Epoch [4][1350/13711] lr: 1.000e-03, eta: 2:43:35, time: 0.161, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0136, loss_cls: 0.0766, acc: 97.0179, loss_bbox: 0.0306, loss: 0.1324, grad_norm: 2.7188 2024-01-29 19:12:12,412 - mmdet - INFO - Epoch [4][1400/13711] lr: 1.000e-03, eta: 2:41:23, time: 0.163, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0147, loss_cls: 0.0769, acc: 96.9974, loss_bbox: 0.0304, loss: 0.1366, grad_norm: 2.9058 2024-01-29 19:12:20,526 - mmdet - INFO - Epoch [4][1450/13711] lr: 1.000e-03, eta: 2:39:20, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0148, loss_cls: 0.0656, acc: 97.3699, loss_bbox: 0.0286, loss: 0.1194, grad_norm: 2.6018 2024-01-29 19:12:29,017 - mmdet - INFO - Epoch [4][1500/13711] lr: 1.000e-03, eta: 2:37:34, time: 0.170, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0162, loss_cls: 0.0790, acc: 96.7855, loss_bbox: 0.0336, loss: 0.1451, grad_norm: 2.8862 2024-01-29 19:12:37,637 - mmdet - INFO - Epoch [4][1550/13711] lr: 1.000e-03, eta: 2:35:57, time: 0.172, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0148, loss_cls: 0.0705, acc: 97.1773, loss_bbox: 0.0270, loss: 0.1255, grad_norm: 2.5000 2024-01-29 19:12:46,081 - mmdet - INFO - Epoch [4][1600/13711] lr: 1.000e-03, eta: 2:34:22, time: 0.169, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0112, loss_rpn_bbox: 0.0133, loss_cls: 0.0673, acc: 97.4114, loss_bbox: 0.0253, loss: 0.1171, grad_norm: 2.6307 2024-01-29 19:12:54,253 - mmdet - INFO - Epoch [4][1650/13711] lr: 1.000e-03, eta: 2:32:46, time: 0.163, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0139, loss_cls: 0.0709, acc: 97.2799, loss_bbox: 0.0283, loss: 0.1270, grad_norm: 2.6292 2024-01-29 19:13:02,347 - mmdet - INFO - Epoch [4][1700/13711] lr: 1.000e-03, eta: 2:31:12, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0121, loss_cls: 0.0757, acc: 96.9848, loss_bbox: 0.0306, loss: 0.1297, grad_norm: 2.5443 2024-01-29 19:13:10,284 - mmdet - INFO - Epoch [4][1750/13711] lr: 1.000e-03, eta: 2:29:41, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0168, loss_cls: 0.0764, acc: 96.8862, loss_bbox: 0.0331, loss: 0.1418, grad_norm: 2.8165 2024-01-29 19:13:18,370 - mmdet - INFO - Epoch [4][1800/13711] lr: 1.000e-03, eta: 2:28:17, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0133, loss_cls: 0.0727, acc: 97.1284, loss_bbox: 0.0290, loss: 0.1285, grad_norm: 2.6997 2024-01-29 19:13:26,402 - mmdet - INFO - Epoch [4][1850/13711] lr: 1.000e-03, eta: 2:26:56, time: 0.161, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0134, loss_cls: 0.0736, acc: 97.0380, loss_bbox: 0.0296, loss: 0.1283, grad_norm: 2.6506 2024-01-29 19:13:34,380 - mmdet - INFO - Epoch [4][1900/13711] lr: 1.000e-03, eta: 2:25:38, time: 0.160, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0128, loss_cls: 0.0741, acc: 97.0006, loss_bbox: 0.0309, loss: 0.1322, grad_norm: 2.6302 2024-01-29 19:13:42,452 - mmdet - INFO - Epoch [4][1950/13711] lr: 1.000e-03, eta: 2:24:25, time: 0.161, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0143, loss_cls: 0.0799, acc: 96.8556, loss_bbox: 0.0327, loss: 0.1409, grad_norm: 2.8041 2024-01-29 19:13:50,528 - mmdet - INFO - Epoch [4][2000/13711] lr: 1.000e-03, eta: 2:23:16, time: 0.161, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0147, loss_cls: 0.0730, acc: 97.1918, loss_bbox: 0.0272, loss: 0.1253, grad_norm: 2.6192 2024-01-29 19:13:58,478 - mmdet - INFO - Epoch [4][2050/13711] lr: 1.000e-03, eta: 2:22:07, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0112, loss_rpn_bbox: 0.0142, loss_cls: 0.0804, acc: 96.8585, loss_bbox: 0.0315, loss: 0.1372, grad_norm: 2.9333 2024-01-29 19:14:06,527 - mmdet - INFO - Epoch [4][2100/13711] lr: 1.000e-03, eta: 2:21:03, time: 0.161, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0133, loss_cls: 0.0741, acc: 97.1222, loss_bbox: 0.0296, loss: 0.1280, grad_norm: 2.7518 2024-01-29 19:14:14,576 - mmdet - INFO - Epoch [4][2150/13711] lr: 1.000e-03, eta: 2:20:01, time: 0.161, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0136, loss_cls: 0.0726, acc: 97.1792, loss_bbox: 0.0304, loss: 0.1299, grad_norm: 2.6562 2024-01-29 19:14:23,168 - mmdet - INFO - Epoch [4][2200/13711] lr: 1.000e-03, eta: 2:19:12, time: 0.172, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0169, loss_cls: 0.0795, acc: 96.7357, loss_bbox: 0.0321, loss: 0.1445, grad_norm: 3.0651 2024-01-29 19:14:31,337 - mmdet - INFO - Epoch [4][2250/13711] lr: 1.000e-03, eta: 2:18:17, time: 0.163, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0159, loss_cls: 0.0869, acc: 96.6292, loss_bbox: 0.0334, loss: 0.1505, grad_norm: 2.9847 2024-01-29 19:14:39,429 - mmdet - INFO - Epoch [4][2300/13711] lr: 1.000e-03, eta: 2:17:23, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0142, loss_cls: 0.0772, acc: 96.9292, loss_bbox: 0.0301, loss: 0.1343, grad_norm: 2.7265 2024-01-29 19:14:47,603 - mmdet - INFO - Epoch [4][2350/13711] lr: 1.000e-03, eta: 2:16:32, time: 0.163, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0110, loss_rpn_bbox: 0.0151, loss_cls: 0.0787, acc: 96.7802, loss_bbox: 0.0314, loss: 0.1362, grad_norm: 3.0089 2024-01-29 19:14:55,838 - mmdet - INFO - Epoch [4][2400/13711] lr: 1.000e-03, eta: 2:15:44, time: 0.165, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0147, loss_cls: 0.0822, acc: 96.7168, loss_bbox: 0.0316, loss: 0.1429, grad_norm: 3.0311 2024-01-29 19:15:04,058 - mmdet - INFO - Epoch [4][2450/13711] lr: 1.000e-03, eta: 2:14:57, time: 0.164, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0150, loss_cls: 0.0827, acc: 96.8250, loss_bbox: 0.0337, loss: 0.1447, grad_norm: 2.7646 2024-01-29 19:15:12,177 - mmdet - INFO - Epoch [4][2500/13711] lr: 1.000e-03, eta: 2:14:10, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0138, loss_cls: 0.0798, acc: 96.9879, loss_bbox: 0.0323, loss: 0.1382, grad_norm: 2.7439 2024-01-29 19:15:20,227 - mmdet - INFO - Epoch [4][2550/13711] lr: 1.000e-03, eta: 2:13:24, time: 0.161, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0122, loss_rpn_bbox: 0.0154, loss_cls: 0.0746, acc: 96.9722, loss_bbox: 0.0300, loss: 0.1321, grad_norm: 2.8138 2024-01-29 19:15:28,267 - mmdet - INFO - Epoch [4][2600/13711] lr: 1.000e-03, eta: 2:12:39, time: 0.161, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0089, loss_rpn_bbox: 0.0132, loss_cls: 0.0649, acc: 97.4756, loss_bbox: 0.0266, loss: 0.1136, grad_norm: 2.4603 2024-01-29 19:15:36,438 - mmdet - INFO - Epoch [4][2650/13711] lr: 1.000e-03, eta: 2:11:57, time: 0.163, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0110, loss_rpn_bbox: 0.0154, loss_cls: 0.0793, acc: 96.9000, loss_bbox: 0.0322, loss: 0.1380, grad_norm: 2.8004 2024-01-29 19:15:44,722 - mmdet - INFO - Epoch [4][2700/13711] lr: 1.000e-03, eta: 2:11:19, time: 0.166, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0126, loss_cls: 0.0693, acc: 97.3061, loss_bbox: 0.0294, loss: 0.1221, grad_norm: 2.5831 2024-01-29 19:15:52,905 - mmdet - INFO - Epoch [4][2750/13711] lr: 1.000e-03, eta: 2:10:39, time: 0.164, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0127, loss_cls: 0.0655, acc: 97.4094, loss_bbox: 0.0268, loss: 0.1124, grad_norm: 2.4055 2024-01-29 19:16:01,121 - mmdet - INFO - Epoch [4][2800/13711] lr: 1.000e-03, eta: 2:10:02, time: 0.164, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0152, loss_cls: 0.0682, acc: 97.2800, loss_bbox: 0.0276, loss: 0.1290, grad_norm: 2.7780 2024-01-29 19:16:09,224 - mmdet - INFO - Epoch [4][2850/13711] lr: 1.000e-03, eta: 2:09:24, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0139, loss_cls: 0.0702, acc: 97.2552, loss_bbox: 0.0283, loss: 0.1241, grad_norm: 2.8382 2024-01-29 19:16:17,418 - mmdet - INFO - Epoch [4][2900/13711] lr: 1.000e-03, eta: 2:08:48, time: 0.164, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0148, loss_cls: 0.0770, acc: 97.0481, loss_bbox: 0.0303, loss: 0.1373, grad_norm: 2.9875 2024-01-29 19:16:25,579 - mmdet - INFO - Epoch [4][2950/13711] lr: 1.000e-03, eta: 2:08:13, time: 0.163, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0139, loss_cls: 0.0755, acc: 97.1244, loss_bbox: 0.0281, loss: 0.1282, grad_norm: 2.8167 2024-01-29 19:16:33,800 - mmdet - INFO - Epoch [4][3000/13711] lr: 1.000e-03, eta: 2:07:39, time: 0.164, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0154, loss_cls: 0.0724, acc: 97.1033, loss_bbox: 0.0291, loss: 0.1312, grad_norm: 2.7460 2024-01-29 19:16:41,814 - mmdet - INFO - Epoch [4][3050/13711] lr: 1.000e-03, eta: 2:07:04, time: 0.160, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0150, loss_cls: 0.0903, acc: 96.3423, loss_bbox: 0.0362, loss: 0.1585, grad_norm: 3.0433 2024-01-29 19:16:49,810 - mmdet - INFO - Epoch [4][3100/13711] lr: 1.000e-03, eta: 2:06:29, time: 0.160, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0145, loss_cls: 0.0766, acc: 96.8779, loss_bbox: 0.0324, loss: 0.1374, grad_norm: 2.7200 2024-01-29 19:16:57,891 - mmdet - INFO - Epoch [4][3150/13711] lr: 1.000e-03, eta: 2:05:56, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0139, loss_cls: 0.0760, acc: 96.9969, loss_bbox: 0.0313, loss: 0.1325, grad_norm: 2.6935 2024-01-29 19:17:06,273 - mmdet - INFO - Epoch [4][3200/13711] lr: 1.000e-03, eta: 2:05:28, time: 0.168, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0141, loss_cls: 0.0758, acc: 96.9465, loss_bbox: 0.0326, loss: 0.1348, grad_norm: 2.8024 2024-01-29 19:17:14,561 - mmdet - INFO - Epoch [4][3250/13711] lr: 1.000e-03, eta: 2:04:59, time: 0.166, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0144, loss_cls: 0.0667, acc: 97.3469, loss_bbox: 0.0287, loss: 0.1217, grad_norm: 2.5463 2024-01-29 19:17:22,857 - mmdet - INFO - Epoch [4][3300/13711] lr: 1.000e-03, eta: 2:04:30, time: 0.166, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0137, loss_cls: 0.0723, acc: 97.1570, loss_bbox: 0.0267, loss: 0.1253, grad_norm: 2.6452 2024-01-29 19:17:31,081 - mmdet - INFO - Epoch [4][3350/13711] lr: 1.000e-03, eta: 2:04:02, time: 0.164, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0157, loss_cls: 0.0743, acc: 96.9595, loss_bbox: 0.0289, loss: 0.1328, grad_norm: 3.1274 2024-01-29 19:17:39,130 - mmdet - INFO - Epoch [4][3400/13711] lr: 1.000e-03, eta: 2:03:32, time: 0.161, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0125, loss_cls: 0.0765, acc: 96.8520, loss_bbox: 0.0324, loss: 0.1351, grad_norm: 2.6901 2024-01-29 19:17:47,448 - mmdet - INFO - Epoch [4][3450/13711] lr: 1.000e-03, eta: 2:03:06, time: 0.166, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0130, loss_cls: 0.0710, acc: 97.2631, loss_bbox: 0.0282, loss: 0.1216, grad_norm: 2.4551 2024-01-29 19:17:55,747 - mmdet - INFO - Epoch [4][3500/13711] lr: 1.000e-03, eta: 2:02:40, time: 0.166, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0131, loss_cls: 0.0662, acc: 97.3693, loss_bbox: 0.0269, loss: 0.1181, grad_norm: 2.7353 2024-01-29 19:18:03,852 - mmdet - INFO - Epoch [4][3550/13711] lr: 1.000e-03, eta: 2:02:12, time: 0.162, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0148, loss_cls: 0.0667, acc: 97.2870, loss_bbox: 0.0264, loss: 0.1199, grad_norm: 2.5296 2024-01-29 19:18:12,109 - mmdet - INFO - Epoch [4][3600/13711] lr: 1.000e-03, eta: 2:01:47, time: 0.165, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0132, loss_cls: 0.0745, acc: 97.0282, loss_bbox: 0.0319, loss: 0.1321, grad_norm: 2.9512 2024-01-29 19:18:20,222 - mmdet - INFO - Epoch [4][3650/13711] lr: 1.000e-03, eta: 2:01:21, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0118, loss_cls: 0.0738, acc: 97.1056, loss_bbox: 0.0321, loss: 0.1332, grad_norm: 2.5934 2024-01-29 19:18:28,542 - mmdet - INFO - Epoch [4][3700/13711] lr: 1.000e-03, eta: 2:00:57, time: 0.166, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0145, loss_cls: 0.0752, acc: 97.0524, loss_bbox: 0.0315, loss: 0.1364, grad_norm: 2.7268 2024-01-29 19:18:36,796 - mmdet - INFO - Epoch [4][3750/13711] lr: 1.000e-03, eta: 2:00:33, time: 0.165, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0161, loss_cls: 0.0774, acc: 96.9706, loss_bbox: 0.0297, loss: 0.1381, grad_norm: 2.7199 2024-01-29 19:18:44,986 - mmdet - INFO - Epoch [4][3800/13711] lr: 1.000e-03, eta: 2:00:08, time: 0.164, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0110, loss_rpn_bbox: 0.0132, loss_cls: 0.0754, acc: 96.9524, loss_bbox: 0.0292, loss: 0.1288, grad_norm: 2.7620 2024-01-29 19:18:53,174 - mmdet - INFO - Epoch [4][3850/13711] lr: 1.000e-03, eta: 1:59:45, time: 0.164, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0118, loss_cls: 0.0743, acc: 97.0522, loss_bbox: 0.0302, loss: 0.1269, grad_norm: 2.5363 2024-01-29 19:19:01,255 - mmdet - INFO - Epoch [4][3900/13711] lr: 1.000e-03, eta: 1:59:20, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0144, loss_cls: 0.0702, acc: 97.1853, loss_bbox: 0.0288, loss: 0.1253, grad_norm: 2.5383 2024-01-29 19:19:09,402 - mmdet - INFO - Epoch [4][3950/13711] lr: 1.000e-03, eta: 1:58:57, time: 0.163, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0134, loss_cls: 0.0744, acc: 97.0413, loss_bbox: 0.0308, loss: 0.1313, grad_norm: 2.6795 2024-01-29 19:19:17,477 - mmdet - INFO - Epoch [4][4000/13711] lr: 1.000e-03, eta: 1:58:33, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0131, loss_cls: 0.0814, acc: 96.7622, loss_bbox: 0.0347, loss: 0.1403, grad_norm: 2.7529 2024-01-29 19:19:25,709 - mmdet - INFO - Epoch [4][4050/13711] lr: 1.000e-03, eta: 1:58:11, time: 0.165, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0136, loss_cls: 0.0715, acc: 97.0934, loss_bbox: 0.0292, loss: 0.1266, grad_norm: 2.8583 2024-01-29 19:19:33,927 - mmdet - INFO - Epoch [4][4100/13711] lr: 1.000e-03, eta: 1:57:49, time: 0.164, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0127, loss_cls: 0.0730, acc: 97.1885, loss_bbox: 0.0289, loss: 0.1279, grad_norm: 2.7312 2024-01-29 19:19:42,073 - mmdet - INFO - Epoch [4][4150/13711] lr: 1.000e-03, eta: 1:57:27, time: 0.163, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0131, loss_cls: 0.0781, acc: 96.9804, loss_bbox: 0.0339, loss: 0.1376, grad_norm: 2.7563 2024-01-29 19:19:50,463 - mmdet - INFO - Epoch [4][4200/13711] lr: 1.000e-03, eta: 1:57:08, time: 0.168, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0117, loss_cls: 0.0720, acc: 97.1471, loss_bbox: 0.0307, loss: 0.1254, grad_norm: 2.5975 2024-01-29 19:19:58,606 - mmdet - INFO - Epoch [4][4250/13711] lr: 1.000e-03, eta: 1:56:46, time: 0.163, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0134, loss_cls: 0.0693, acc: 97.3194, loss_bbox: 0.0279, loss: 0.1236, grad_norm: 2.4830 2024-01-29 19:20:06,980 - mmdet - INFO - Epoch [4][4300/13711] lr: 1.000e-03, eta: 1:56:27, time: 0.168, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0110, loss_rpn_bbox: 0.0140, loss_cls: 0.0741, acc: 97.0983, loss_bbox: 0.0313, loss: 0.1304, grad_norm: 2.8066 2024-01-29 19:20:15,368 - mmdet - INFO - Epoch [4][4350/13711] lr: 1.000e-03, eta: 1:56:08, time: 0.168, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0114, loss_cls: 0.0735, acc: 97.1958, loss_bbox: 0.0293, loss: 0.1270, grad_norm: 2.8014 2024-01-29 19:20:23,745 - mmdet - INFO - Epoch [4][4400/13711] lr: 1.000e-03, eta: 1:55:50, time: 0.168, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0138, loss_cls: 0.0691, acc: 97.3105, loss_bbox: 0.0290, loss: 0.1246, grad_norm: 2.4789 2024-01-29 19:20:31,880 - mmdet - INFO - Epoch [4][4450/13711] lr: 1.000e-03, eta: 1:55:29, time: 0.163, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0130, loss_cls: 0.0707, acc: 97.2999, loss_bbox: 0.0276, loss: 0.1230, grad_norm: 2.7097 2024-01-29 19:20:39,936 - mmdet - INFO - Epoch [4][4500/13711] lr: 1.000e-03, eta: 1:55:09, time: 0.161, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0128, loss_cls: 0.0683, acc: 97.3761, loss_bbox: 0.0279, loss: 0.1216, grad_norm: 2.6310 2024-01-29 19:20:48,129 - mmdet - INFO - Epoch [4][4550/13711] lr: 1.000e-03, eta: 1:54:49, time: 0.164, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0148, loss_cls: 0.0708, acc: 97.2574, loss_bbox: 0.0304, loss: 0.1299, grad_norm: 2.7944 2024-01-29 19:20:56,381 - mmdet - INFO - Epoch [4][4600/13711] lr: 1.000e-03, eta: 1:54:31, time: 0.165, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0151, loss_cls: 0.0708, acc: 97.1739, loss_bbox: 0.0294, loss: 0.1290, grad_norm: 2.9562 2024-01-29 19:21:04,662 - mmdet - INFO - Epoch [4][4650/13711] lr: 1.000e-03, eta: 1:54:12, time: 0.166, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0150, loss_cls: 0.0804, acc: 96.9193, loss_bbox: 0.0304, loss: 0.1405, grad_norm: 2.9638 2024-01-29 19:21:13,062 - mmdet - INFO - Epoch [4][4700/13711] lr: 1.000e-03, eta: 1:53:55, time: 0.168, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0124, loss_cls: 0.0674, acc: 97.3525, loss_bbox: 0.0274, loss: 0.1185, grad_norm: 2.5069 2024-01-29 19:21:21,298 - mmdet - INFO - Epoch [4][4750/13711] lr: 1.000e-03, eta: 1:53:37, time: 0.165, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0144, loss_cls: 0.0662, acc: 97.4383, loss_bbox: 0.0266, loss: 0.1176, grad_norm: 2.5436 2024-01-29 19:21:29,412 - mmdet - INFO - Epoch [4][4800/13711] lr: 1.000e-03, eta: 1:53:18, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0138, loss_cls: 0.0705, acc: 97.1982, loss_bbox: 0.0299, loss: 0.1256, grad_norm: 2.6365 2024-01-29 19:21:37,672 - mmdet - INFO - Epoch [4][4850/13711] lr: 1.000e-03, eta: 1:53:01, time: 0.165, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0162, loss_cls: 0.0698, acc: 97.2048, loss_bbox: 0.0305, loss: 0.1278, grad_norm: 2.7333 2024-01-29 19:21:45,971 - mmdet - INFO - Epoch [4][4900/13711] lr: 1.000e-03, eta: 1:52:44, time: 0.166, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0133, loss_cls: 0.0725, acc: 97.1452, loss_bbox: 0.0281, loss: 0.1264, grad_norm: 2.9347 2024-01-29 19:21:54,312 - mmdet - INFO - Epoch [4][4950/13711] lr: 1.000e-03, eta: 1:52:27, time: 0.167, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0147, loss_cls: 0.0735, acc: 97.0569, loss_bbox: 0.0302, loss: 0.1277, grad_norm: 2.6805 2024-01-29 19:22:02,580 - mmdet - INFO - Epoch [4][5000/13711] lr: 1.000e-03, eta: 1:52:10, time: 0.165, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0136, loss_cls: 0.0748, acc: 97.0873, loss_bbox: 0.0329, loss: 0.1346, grad_norm: 2.6425 2024-01-29 19:22:10,980 - mmdet - INFO - Epoch [4][5050/13711] lr: 1.000e-03, eta: 1:51:54, time: 0.168, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0139, loss_cls: 0.0673, acc: 97.3171, loss_bbox: 0.0275, loss: 0.1208, grad_norm: 2.6231 2024-01-29 19:22:19,218 - mmdet - INFO - Epoch [4][5100/13711] lr: 1.000e-03, eta: 1:51:37, time: 0.165, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0134, loss_cls: 0.0667, acc: 97.3337, loss_bbox: 0.0280, loss: 0.1179, grad_norm: 2.4612 2024-01-29 19:22:27,490 - mmdet - INFO - Epoch [4][5150/13711] lr: 1.000e-03, eta: 1:51:21, time: 0.165, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0131, loss_cls: 0.0659, acc: 97.4715, loss_bbox: 0.0259, loss: 0.1156, grad_norm: 2.4808 2024-01-29 19:22:35,862 - mmdet - INFO - Epoch [4][5200/13711] lr: 1.000e-03, eta: 1:51:05, time: 0.168, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0149, loss_cls: 0.0757, acc: 97.1366, loss_bbox: 0.0311, loss: 0.1357, grad_norm: 2.7216 2024-01-29 19:22:44,169 - mmdet - INFO - Epoch [4][5250/13711] lr: 1.000e-03, eta: 1:50:50, time: 0.166, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0153, loss_cls: 0.0754, acc: 96.9340, loss_bbox: 0.0313, loss: 0.1351, grad_norm: 2.9229 2024-01-29 19:22:52,477 - mmdet - INFO - Epoch [4][5300/13711] lr: 1.000e-03, eta: 1:50:34, time: 0.166, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0135, loss_cls: 0.0703, acc: 97.1766, loss_bbox: 0.0301, loss: 0.1269, grad_norm: 2.6280 2024-01-29 19:23:00,623 - mmdet - INFO - Epoch [4][5350/13711] lr: 1.000e-03, eta: 1:50:17, time: 0.163, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0126, loss_cls: 0.0680, acc: 97.3137, loss_bbox: 0.0263, loss: 0.1206, grad_norm: 2.6915 2024-01-29 19:23:08,834 - mmdet - INFO - Epoch [4][5400/13711] lr: 1.000e-03, eta: 1:50:01, time: 0.164, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0147, loss_cls: 0.0812, acc: 96.8228, loss_bbox: 0.0328, loss: 0.1428, grad_norm: 2.8802 2024-01-29 19:23:16,938 - mmdet - INFO - Epoch [4][5450/13711] lr: 1.000e-03, eta: 1:49:44, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0128, loss_cls: 0.0757, acc: 97.0248, loss_bbox: 0.0308, loss: 0.1330, grad_norm: 2.6737 2024-01-29 19:23:25,131 - mmdet - INFO - Epoch [4][5500/13711] lr: 1.000e-03, eta: 1:49:28, time: 0.164, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0112, loss_cls: 0.0677, acc: 97.2933, loss_bbox: 0.0272, loss: 0.1164, grad_norm: 2.6955 2024-01-29 19:23:33,500 - mmdet - INFO - Epoch [4][5550/13711] lr: 1.000e-03, eta: 1:49:14, time: 0.167, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0111, loss_cls: 0.0714, acc: 97.2694, loss_bbox: 0.0270, loss: 0.1218, grad_norm: 2.7140 2024-01-29 19:23:41,892 - mmdet - INFO - Epoch [4][5600/13711] lr: 1.000e-03, eta: 1:48:59, time: 0.168, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0136, loss_cls: 0.0721, acc: 97.0704, loss_bbox: 0.0293, loss: 0.1275, grad_norm: 3.0358 2024-01-29 19:23:50,252 - mmdet - INFO - Epoch [4][5650/13711] lr: 1.000e-03, eta: 1:48:45, time: 0.167, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0126, loss_cls: 0.0732, acc: 97.1243, loss_bbox: 0.0291, loss: 0.1270, grad_norm: 2.8793 2024-01-29 19:23:58,669 - mmdet - INFO - Epoch [4][5700/13711] lr: 1.000e-03, eta: 1:48:31, time: 0.168, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0150, loss_cls: 0.0691, acc: 97.2211, loss_bbox: 0.0289, loss: 0.1279, grad_norm: 2.7617 2024-01-29 19:24:07,279 - mmdet - INFO - Epoch [4][5750/13711] lr: 1.000e-03, eta: 1:48:18, time: 0.172, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0128, loss_cls: 0.0705, acc: 97.2174, loss_bbox: 0.0291, loss: 0.1243, grad_norm: 2.8766 2024-01-29 19:24:15,831 - mmdet - INFO - Epoch [4][5800/13711] lr: 1.000e-03, eta: 1:48:05, time: 0.171, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0130, loss_cls: 0.0734, acc: 97.0844, loss_bbox: 0.0297, loss: 0.1276, grad_norm: 2.7654 2024-01-29 19:24:24,463 - mmdet - INFO - Epoch [4][5850/13711] lr: 1.000e-03, eta: 1:47:53, time: 0.173, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0135, loss_cls: 0.0696, acc: 97.2282, loss_bbox: 0.0284, loss: 0.1240, grad_norm: 2.7449 2024-01-29 19:24:33,243 - mmdet - INFO - Epoch [4][5900/13711] lr: 1.000e-03, eta: 1:47:41, time: 0.176, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0136, loss_cls: 0.0789, acc: 96.9003, loss_bbox: 0.0316, loss: 0.1381, grad_norm: 3.0629 2024-01-29 19:24:41,863 - mmdet - INFO - Epoch [4][5950/13711] lr: 1.000e-03, eta: 1:47:29, time: 0.172, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0114, loss_cls: 0.0780, acc: 96.9961, loss_bbox: 0.0269, loss: 0.1277, grad_norm: 2.9855 2024-01-29 19:24:50,381 - mmdet - INFO - Epoch [4][6000/13711] lr: 1.000e-03, eta: 1:47:16, time: 0.170, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0135, loss_cls: 0.0749, acc: 97.0789, loss_bbox: 0.0289, loss: 0.1279, grad_norm: 2.8866 2024-01-29 19:24:58,709 - mmdet - INFO - Epoch [4][6050/13711] lr: 1.000e-03, eta: 1:47:02, time: 0.167, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0124, loss_cls: 0.0816, acc: 96.9881, loss_bbox: 0.0307, loss: 0.1375, grad_norm: 2.9528 2024-01-29 19:25:07,490 - mmdet - INFO - Epoch [4][6100/13711] lr: 1.000e-03, eta: 1:46:50, time: 0.176, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0117, loss_cls: 0.0785, acc: 96.8487, loss_bbox: 0.0278, loss: 0.1288, grad_norm: 2.5443 2024-01-29 19:25:15,979 - mmdet - INFO - Epoch [4][6150/13711] lr: 1.000e-03, eta: 1:46:37, time: 0.170, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0146, loss_cls: 0.0750, acc: 97.0610, loss_bbox: 0.0290, loss: 0.1305, grad_norm: 2.8447 2024-01-29 19:25:24,737 - mmdet - INFO - Epoch [4][6200/13711] lr: 1.000e-03, eta: 1:46:26, time: 0.175, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0150, loss_cls: 0.0678, acc: 97.3279, loss_bbox: 0.0269, loss: 0.1227, grad_norm: 2.6246 2024-01-29 19:25:33,560 - mmdet - INFO - Epoch [4][6250/13711] lr: 1.000e-03, eta: 1:46:15, time: 0.176, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0145, loss_cls: 0.0739, acc: 97.0974, loss_bbox: 0.0304, loss: 0.1295, grad_norm: 2.7885 2024-01-29 19:25:41,871 - mmdet - INFO - Epoch [4][6300/13711] lr: 1.000e-03, eta: 1:46:02, time: 0.166, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0129, loss_cls: 0.0757, acc: 97.0401, loss_bbox: 0.0286, loss: 0.1309, grad_norm: 2.6857 2024-01-29 19:25:50,485 - mmdet - INFO - Epoch [4][6350/13711] lr: 1.000e-03, eta: 1:45:50, time: 0.172, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0117, loss_cls: 0.0742, acc: 97.1099, loss_bbox: 0.0291, loss: 0.1259, grad_norm: 2.5471 2024-01-29 19:25:58,907 - mmdet - INFO - Epoch [4][6400/13711] lr: 1.000e-03, eta: 1:45:37, time: 0.168, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0123, loss_cls: 0.0693, acc: 97.2012, loss_bbox: 0.0273, loss: 0.1187, grad_norm: 2.6389 2024-01-29 19:26:07,381 - mmdet - INFO - Epoch [4][6450/13711] lr: 1.000e-03, eta: 1:45:24, time: 0.169, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0148, loss_cls: 0.0737, acc: 96.9585, loss_bbox: 0.0285, loss: 0.1281, grad_norm: 2.8100 2024-01-29 19:26:15,872 - mmdet - INFO - Epoch [4][6500/13711] lr: 1.000e-03, eta: 1:45:12, time: 0.170, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0153, loss_cls: 0.0857, acc: 96.6297, loss_bbox: 0.0316, loss: 0.1479, grad_norm: 3.1437 2024-01-29 19:26:24,372 - mmdet - INFO - Epoch [4][6550/13711] lr: 1.000e-03, eta: 1:44:59, time: 0.170, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0129, loss_cls: 0.0772, acc: 96.9806, loss_bbox: 0.0316, loss: 0.1334, grad_norm: 3.0090 2024-01-29 19:26:32,557 - mmdet - INFO - Epoch [4][6600/13711] lr: 1.000e-03, eta: 1:44:45, time: 0.164, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0121, loss_cls: 0.0791, acc: 96.8583, loss_bbox: 0.0328, loss: 0.1356, grad_norm: 2.7376 2024-01-29 19:26:41,255 - mmdet - INFO - Epoch [4][6650/13711] lr: 1.000e-03, eta: 1:44:34, time: 0.174, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0132, loss_cls: 0.0747, acc: 97.1424, loss_bbox: 0.0283, loss: 0.1290, grad_norm: 2.8196 2024-01-29 19:26:49,496 - mmdet - INFO - Epoch [4][6700/13711] lr: 1.000e-03, eta: 1:44:21, time: 0.165, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0135, loss_cls: 0.0754, acc: 97.0228, loss_bbox: 0.0282, loss: 0.1269, grad_norm: 2.7614 2024-01-29 19:26:58,042 - mmdet - INFO - Epoch [4][6750/13711] lr: 1.000e-03, eta: 1:44:09, time: 0.171, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0128, loss_cls: 0.0786, acc: 96.8776, loss_bbox: 0.0311, loss: 0.1369, grad_norm: 2.9857 2024-01-29 19:27:06,542 - mmdet - INFO - Epoch [4][6800/13711] lr: 1.000e-03, eta: 1:43:57, time: 0.170, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0128, loss_cls: 0.0843, acc: 96.6607, loss_bbox: 0.0309, loss: 0.1418, grad_norm: 2.9702 2024-01-29 19:27:15,187 - mmdet - INFO - Epoch [4][6850/13711] lr: 1.000e-03, eta: 1:43:45, time: 0.173, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0143, loss_cls: 0.0764, acc: 97.0214, loss_bbox: 0.0288, loss: 0.1360, grad_norm: 2.8369 2024-01-29 19:27:23,970 - mmdet - INFO - Epoch [4][6900/13711] lr: 1.000e-03, eta: 1:43:35, time: 0.176, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0150, loss_cls: 0.1092, acc: 95.6078, loss_bbox: 0.0413, loss: 0.1798, grad_norm: 3.5801 2024-01-29 19:27:32,254 - mmdet - INFO - Epoch [4][6950/13711] lr: 1.000e-03, eta: 1:43:22, time: 0.166, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0135, loss_cls: 0.0877, acc: 96.5453, loss_bbox: 0.0349, loss: 0.1501, grad_norm: 3.1383 2024-01-29 19:27:40,450 - mmdet - INFO - Epoch [4][7000/13711] lr: 1.000e-03, eta: 1:43:08, time: 0.164, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0128, loss_cls: 0.0884, acc: 96.6501, loss_bbox: 0.0338, loss: 0.1465, grad_norm: 3.0517 2024-01-29 19:27:48,924 - mmdet - INFO - Epoch [4][7050/13711] lr: 1.000e-03, eta: 1:42:57, time: 0.169, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0152, loss_cls: 0.0802, acc: 96.8330, loss_bbox: 0.0310, loss: 0.1398, grad_norm: 3.1024 2024-01-29 19:27:57,400 - mmdet - INFO - Epoch [4][7100/13711] lr: 1.000e-03, eta: 1:42:45, time: 0.169, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0128, loss_cls: 0.0764, acc: 96.9359, loss_bbox: 0.0307, loss: 0.1317, grad_norm: 2.7324 2024-01-29 19:28:05,713 - mmdet - INFO - Epoch [4][7150/13711] lr: 1.000e-03, eta: 1:42:32, time: 0.166, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0143, loss_cls: 0.0792, acc: 96.9037, loss_bbox: 0.0313, loss: 0.1356, grad_norm: 2.9628 2024-01-29 19:28:13,938 - mmdet - INFO - Epoch [4][7200/13711] lr: 1.000e-03, eta: 1:42:19, time: 0.164, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0126, loss_cls: 0.0723, acc: 97.0949, loss_bbox: 0.0290, loss: 0.1248, grad_norm: 2.8545 2024-01-29 19:28:22,542 - mmdet - INFO - Epoch [4][7250/13711] lr: 1.000e-03, eta: 1:42:08, time: 0.172, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0142, loss_cls: 0.0747, acc: 97.0944, loss_bbox: 0.0285, loss: 0.1265, grad_norm: 2.7840 2024-01-29 19:28:31,280 - mmdet - INFO - Epoch [4][7300/13711] lr: 1.000e-03, eta: 1:41:58, time: 0.175, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0156, loss_cls: 0.0868, acc: 96.5870, loss_bbox: 0.0336, loss: 0.1496, grad_norm: 3.1306 2024-01-29 19:28:39,514 - mmdet - INFO - Epoch [4][7350/13711] lr: 1.000e-03, eta: 1:41:45, time: 0.165, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0123, loss_cls: 0.0683, acc: 97.2612, loss_bbox: 0.0279, loss: 0.1179, grad_norm: 2.5687 2024-01-29 19:28:47,922 - mmdet - INFO - Epoch [4][7400/13711] lr: 1.000e-03, eta: 1:41:33, time: 0.168, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0154, loss_cls: 0.0747, acc: 97.0718, loss_bbox: 0.0309, loss: 0.1316, grad_norm: 2.8018 2024-01-29 19:28:56,240 - mmdet - INFO - Epoch [4][7450/13711] lr: 1.000e-03, eta: 1:41:21, time: 0.166, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0141, loss_cls: 0.0792, acc: 96.8789, loss_bbox: 0.0308, loss: 0.1388, grad_norm: 2.8384 2024-01-29 19:29:04,574 - mmdet - INFO - Epoch [4][7500/13711] lr: 1.000e-03, eta: 1:41:08, time: 0.167, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0144, loss_cls: 0.0762, acc: 96.8955, loss_bbox: 0.0315, loss: 0.1337, grad_norm: 2.8088 2024-01-29 19:29:12,863 - mmdet - INFO - Epoch [4][7550/13711] lr: 1.000e-03, eta: 1:40:56, time: 0.166, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0124, loss_cls: 0.0846, acc: 96.7700, loss_bbox: 0.0308, loss: 0.1420, grad_norm: 2.8427 2024-01-29 19:29:21,327 - mmdet - INFO - Epoch [4][7600/13711] lr: 1.000e-03, eta: 1:40:45, time: 0.169, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0131, loss_cls: 0.0802, acc: 96.8322, loss_bbox: 0.0308, loss: 0.1349, grad_norm: 2.8839 2024-01-29 19:29:29,770 - mmdet - INFO - Epoch [4][7650/13711] lr: 1.000e-03, eta: 1:40:33, time: 0.169, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0131, loss_cls: 0.0785, acc: 97.0092, loss_bbox: 0.0301, loss: 0.1346, grad_norm: 2.7954 2024-01-29 19:29:37,921 - mmdet - INFO - Epoch [4][7700/13711] lr: 1.000e-03, eta: 1:40:20, time: 0.163, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0143, loss_cls: 0.0791, acc: 96.9120, loss_bbox: 0.0300, loss: 0.1392, grad_norm: 3.0184 2024-01-29 19:29:45,883 - mmdet - INFO - Epoch [4][7750/13711] lr: 1.000e-03, eta: 1:40:07, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0130, loss_cls: 0.0713, acc: 97.2236, loss_bbox: 0.0263, loss: 0.1227, grad_norm: 2.5724 2024-01-29 19:29:54,150 - mmdet - INFO - Epoch [4][7800/13711] lr: 1.000e-03, eta: 1:39:55, time: 0.165, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0129, loss_cls: 0.0730, acc: 97.1082, loss_bbox: 0.0288, loss: 0.1270, grad_norm: 2.7313 2024-01-29 19:30:02,536 - mmdet - INFO - Epoch [4][7850/13711] lr: 1.000e-03, eta: 1:39:43, time: 0.168, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0149, loss_cls: 0.0772, acc: 96.8812, loss_bbox: 0.0306, loss: 0.1327, grad_norm: 2.7537 2024-01-29 19:30:11,111 - mmdet - INFO - Epoch [4][7900/13711] lr: 1.000e-03, eta: 1:39:33, time: 0.172, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0157, loss_cls: 0.0852, acc: 96.6408, loss_bbox: 0.0346, loss: 0.1484, grad_norm: 3.2829 2024-01-29 19:30:19,771 - mmdet - INFO - Epoch [4][7950/13711] lr: 1.000e-03, eta: 1:39:22, time: 0.173, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0120, loss_rpn_bbox: 0.0140, loss_cls: 0.0736, acc: 96.9955, loss_bbox: 0.0299, loss: 0.1296, grad_norm: 2.7674 2024-01-29 19:30:28,083 - mmdet - INFO - Epoch [4][8000/13711] lr: 1.000e-03, eta: 1:39:10, time: 0.166, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0133, loss_cls: 0.0740, acc: 97.0835, loss_bbox: 0.0277, loss: 0.1289, grad_norm: 2.8352 2024-01-29 19:30:36,017 - mmdet - INFO - Epoch [4][8050/13711] lr: 1.000e-03, eta: 1:38:57, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0132, loss_cls: 0.0740, acc: 97.0734, loss_bbox: 0.0284, loss: 0.1248, grad_norm: 2.7691 2024-01-29 19:30:44,023 - mmdet - INFO - Epoch [4][8100/13711] lr: 1.000e-03, eta: 1:38:44, time: 0.160, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0117, loss_cls: 0.0727, acc: 97.1423, loss_bbox: 0.0292, loss: 0.1252, grad_norm: 2.8276 2024-01-29 19:30:52,049 - mmdet - INFO - Epoch [4][8150/13711] lr: 1.000e-03, eta: 1:38:31, time: 0.161, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0134, loss_cls: 0.0752, acc: 97.0465, loss_bbox: 0.0306, loss: 0.1329, grad_norm: 2.8957 2024-01-29 19:31:00,018 - mmdet - INFO - Epoch [4][8200/13711] lr: 1.000e-03, eta: 1:38:18, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0123, loss_cls: 0.0703, acc: 97.1840, loss_bbox: 0.0284, loss: 0.1216, grad_norm: 2.6560 2024-01-29 19:31:07,992 - mmdet - INFO - Epoch [4][8250/13711] lr: 1.000e-03, eta: 1:38:06, time: 0.160, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0140, loss_cls: 0.0695, acc: 97.3067, loss_bbox: 0.0265, loss: 0.1206, grad_norm: 2.6879 2024-01-29 19:31:16,212 - mmdet - INFO - Epoch [4][8300/13711] lr: 1.000e-03, eta: 1:37:54, time: 0.164, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0123, loss_cls: 0.0733, acc: 97.1489, loss_bbox: 0.0309, loss: 0.1283, grad_norm: 2.7167 2024-01-29 19:31:24,238 - mmdet - INFO - Epoch [4][8350/13711] lr: 1.000e-03, eta: 1:37:41, time: 0.160, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0116, loss_cls: 0.0699, acc: 97.2402, loss_bbox: 0.0293, loss: 0.1207, grad_norm: 2.5187 2024-01-29 19:31:32,316 - mmdet - INFO - Epoch [4][8400/13711] lr: 1.000e-03, eta: 1:37:29, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0136, loss_cls: 0.0685, acc: 97.3212, loss_bbox: 0.0269, loss: 0.1221, grad_norm: 2.7522 2024-01-29 19:31:40,488 - mmdet - INFO - Epoch [4][8450/13711] lr: 1.000e-03, eta: 1:37:17, time: 0.163, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0130, loss_cls: 0.0768, acc: 97.0036, loss_bbox: 0.0319, loss: 0.1338, grad_norm: 2.9082 2024-01-29 19:31:48,639 - mmdet - INFO - Epoch [4][8500/13711] lr: 1.000e-03, eta: 1:37:05, time: 0.163, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0139, loss_cls: 0.0754, acc: 96.8652, loss_bbox: 0.0309, loss: 0.1331, grad_norm: 2.8579 2024-01-29 19:31:56,675 - mmdet - INFO - Epoch [4][8550/13711] lr: 1.000e-03, eta: 1:36:53, time: 0.161, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0153, loss_cls: 0.0762, acc: 97.0281, loss_bbox: 0.0305, loss: 0.1362, grad_norm: 2.7943 2024-01-29 19:32:04,635 - mmdet - INFO - Epoch [4][8600/13711] lr: 1.000e-03, eta: 1:36:40, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0148, loss_cls: 0.0793, acc: 96.8805, loss_bbox: 0.0322, loss: 0.1382, grad_norm: 2.8161 2024-01-29 19:32:12,693 - mmdet - INFO - Epoch [4][8650/13711] lr: 1.000e-03, eta: 1:36:28, time: 0.161, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0142, loss_cls: 0.0753, acc: 97.0294, loss_bbox: 0.0294, loss: 0.1324, grad_norm: 2.8077 2024-01-29 19:32:20,803 - mmdet - INFO - Epoch [4][8700/13711] lr: 1.000e-03, eta: 1:36:16, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0137, loss_cls: 0.0700, acc: 97.1522, loss_bbox: 0.0282, loss: 0.1219, grad_norm: 2.6481 2024-01-29 19:32:28,770 - mmdet - INFO - Epoch [4][8750/13711] lr: 1.000e-03, eta: 1:36:04, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0132, loss_cls: 0.0716, acc: 97.1223, loss_bbox: 0.0295, loss: 0.1273, grad_norm: 2.9138 2024-01-29 19:32:36,747 - mmdet - INFO - Epoch [4][8800/13711] lr: 1.000e-03, eta: 1:35:52, time: 0.160, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0121, loss_cls: 0.0728, acc: 97.2219, loss_bbox: 0.0282, loss: 0.1247, grad_norm: 2.7119 2024-01-29 19:32:44,863 - mmdet - INFO - Epoch [4][8850/13711] lr: 1.000e-03, eta: 1:35:40, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0141, loss_cls: 0.0781, acc: 96.9882, loss_bbox: 0.0319, loss: 0.1372, grad_norm: 2.9908 2024-01-29 19:32:53,495 - mmdet - INFO - Epoch [4][8900/13711] lr: 1.000e-03, eta: 1:35:30, time: 0.173, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0129, loss_cls: 0.0750, acc: 97.0830, loss_bbox: 0.0317, loss: 0.1303, grad_norm: 2.6679 2024-01-29 19:33:01,870 - mmdet - INFO - Epoch [4][8950/13711] lr: 1.000e-03, eta: 1:35:19, time: 0.167, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0145, loss_cls: 0.0656, acc: 97.4220, loss_bbox: 0.0275, loss: 0.1192, grad_norm: 2.6090 2024-01-29 19:33:09,856 - mmdet - INFO - Epoch [4][9000/13711] lr: 1.000e-03, eta: 1:35:07, time: 0.160, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0101, loss_rpn_bbox: 0.0144, loss_cls: 0.0631, acc: 97.4801, loss_bbox: 0.0267, loss: 0.1144, grad_norm: 2.4406 2024-01-29 19:33:17,922 - mmdet - INFO - Epoch [4][9050/13711] lr: 1.000e-03, eta: 1:34:55, time: 0.161, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0143, loss_cls: 0.0666, acc: 97.3727, loss_bbox: 0.0277, loss: 0.1184, grad_norm: 2.6357 2024-01-29 19:33:25,953 - mmdet - INFO - Epoch [4][9100/13711] lr: 1.000e-03, eta: 1:34:44, time: 0.161, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0128, loss_cls: 0.0685, acc: 97.2767, loss_bbox: 0.0289, loss: 0.1219, grad_norm: 2.7898 2024-01-29 19:33:34,496 - mmdet - INFO - Epoch [4][9150/13711] lr: 1.000e-03, eta: 1:34:33, time: 0.171, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0129, loss_cls: 0.0713, acc: 97.3139, loss_bbox: 0.0281, loss: 0.1239, grad_norm: 2.7527 2024-01-29 19:33:42,659 - mmdet - INFO - Epoch [4][9200/13711] lr: 1.000e-03, eta: 1:34:22, time: 0.163, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0138, loss_cls: 0.0750, acc: 97.0960, loss_bbox: 0.0284, loss: 0.1287, grad_norm: 2.9005 2024-01-29 19:33:50,812 - mmdet - INFO - Epoch [4][9250/13711] lr: 1.000e-03, eta: 1:34:11, time: 0.163, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0139, loss_cls: 0.0693, acc: 97.3074, loss_bbox: 0.0281, loss: 0.1251, grad_norm: 2.7692 2024-01-29 19:33:58,904 - mmdet - INFO - Epoch [4][9300/13711] lr: 1.000e-03, eta: 1:33:59, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0133, loss_cls: 0.0766, acc: 97.1013, loss_bbox: 0.0299, loss: 0.1340, grad_norm: 2.7869 2024-01-29 19:34:07,132 - mmdet - INFO - Epoch [4][9350/13711] lr: 1.000e-03, eta: 1:33:48, time: 0.165, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0148, loss_cls: 0.0668, acc: 97.3296, loss_bbox: 0.0260, loss: 0.1197, grad_norm: 2.6064 2024-01-29 19:34:15,239 - mmdet - INFO - Epoch [4][9400/13711] lr: 1.000e-03, eta: 1:33:37, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0142, loss_cls: 0.0699, acc: 97.2717, loss_bbox: 0.0276, loss: 0.1234, grad_norm: 2.5970 2024-01-29 19:34:23,490 - mmdet - INFO - Epoch [4][9450/13711] lr: 1.000e-03, eta: 1:33:26, time: 0.165, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0158, loss_cls: 0.0803, acc: 96.8911, loss_bbox: 0.0292, loss: 0.1391, grad_norm: 3.0403 2024-01-29 19:34:31,682 - mmdet - INFO - Epoch [4][9500/13711] lr: 1.000e-03, eta: 1:33:15, time: 0.164, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0147, loss_cls: 0.0766, acc: 97.1204, loss_bbox: 0.0296, loss: 0.1361, grad_norm: 3.1485 2024-01-29 19:34:39,665 - mmdet - INFO - Epoch [4][9550/13711] lr: 1.000e-03, eta: 1:33:03, time: 0.160, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0112, loss_rpn_bbox: 0.0137, loss_cls: 0.0681, acc: 97.2533, loss_bbox: 0.0279, loss: 0.1209, grad_norm: 2.7157 2024-01-29 19:34:47,607 - mmdet - INFO - Epoch [4][9600/13711] lr: 1.000e-03, eta: 1:32:52, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0135, loss_cls: 0.0689, acc: 97.3218, loss_bbox: 0.0284, loss: 0.1243, grad_norm: 2.7160 2024-01-29 19:34:55,788 - mmdet - INFO - Epoch [4][9650/13711] lr: 1.000e-03, eta: 1:32:41, time: 0.164, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0165, loss_cls: 0.0716, acc: 97.1366, loss_bbox: 0.0271, loss: 0.1283, grad_norm: 2.8419 2024-01-29 19:35:03,871 - mmdet - INFO - Epoch [4][9700/13711] lr: 1.000e-03, eta: 1:32:29, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0126, loss_cls: 0.0720, acc: 97.1831, loss_bbox: 0.0310, loss: 0.1260, grad_norm: 2.6358 2024-01-29 19:35:12,210 - mmdet - INFO - Epoch [4][9750/13711] lr: 1.000e-03, eta: 1:32:19, time: 0.167, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0142, loss_cls: 0.0751, acc: 96.9966, loss_bbox: 0.0295, loss: 0.1307, grad_norm: 2.7234 2024-01-29 19:35:20,201 - mmdet - INFO - Epoch [4][9800/13711] lr: 1.000e-03, eta: 1:32:07, time: 0.160, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0141, loss_cls: 0.0697, acc: 97.2910, loss_bbox: 0.0280, loss: 0.1250, grad_norm: 2.7240 2024-01-29 19:35:28,166 - mmdet - INFO - Epoch [4][9850/13711] lr: 1.000e-03, eta: 1:31:56, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0129, loss_cls: 0.0754, acc: 96.9697, loss_bbox: 0.0315, loss: 0.1316, grad_norm: 2.7555 2024-01-29 19:35:36,529 - mmdet - INFO - Epoch [4][9900/13711] lr: 1.000e-03, eta: 1:31:46, time: 0.167, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0138, loss_cls: 0.0720, acc: 97.1020, loss_bbox: 0.0300, loss: 0.1289, grad_norm: 2.8285 2024-01-29 19:35:44,873 - mmdet - INFO - Epoch [4][9950/13711] lr: 1.000e-03, eta: 1:31:35, time: 0.167, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0152, loss_cls: 0.0726, acc: 97.1923, loss_bbox: 0.0344, loss: 0.1338, grad_norm: 2.8936 2024-01-29 19:35:53,322 - mmdet - INFO - Epoch [4][10000/13711] lr: 1.000e-03, eta: 1:31:25, time: 0.169, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0117, loss_cls: 0.0658, acc: 97.4841, loss_bbox: 0.0277, loss: 0.1179, grad_norm: 2.6904 2024-01-29 19:36:01,608 - mmdet - INFO - Epoch [4][10050/13711] lr: 1.000e-03, eta: 1:31:15, time: 0.166, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0150, loss_cls: 0.0647, acc: 97.3903, loss_bbox: 0.0267, loss: 0.1167, grad_norm: 2.5811 2024-01-29 19:36:09,733 - mmdet - INFO - Epoch [4][10100/13711] lr: 1.000e-03, eta: 1:31:04, time: 0.162, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0151, loss_cls: 0.0654, acc: 97.4898, loss_bbox: 0.0266, loss: 0.1176, grad_norm: 2.8712 2024-01-29 19:36:17,850 - mmdet - INFO - Epoch [4][10150/13711] lr: 1.000e-03, eta: 1:30:53, time: 0.162, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0135, loss_cls: 0.0711, acc: 97.2250, loss_bbox: 0.0261, loss: 0.1207, grad_norm: 2.6933 2024-01-29 19:36:26,392 - mmdet - INFO - Epoch [4][10200/13711] lr: 1.000e-03, eta: 1:30:44, time: 0.171, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0120, loss_cls: 0.0689, acc: 97.2913, loss_bbox: 0.0273, loss: 0.1201, grad_norm: 2.7572 2024-01-29 19:36:35,003 - mmdet - INFO - Epoch [4][10250/13711] lr: 1.000e-03, eta: 1:30:34, time: 0.172, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0138, loss_cls: 0.0820, acc: 96.8223, loss_bbox: 0.0352, loss: 0.1473, grad_norm: 3.0813 2024-01-29 19:36:43,346 - mmdet - INFO - Epoch [4][10300/13711] lr: 1.000e-03, eta: 1:30:24, time: 0.167, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0138, loss_cls: 0.0680, acc: 97.3861, loss_bbox: 0.0290, loss: 0.1221, grad_norm: 2.6220 2024-01-29 19:36:51,434 - mmdet - INFO - Epoch [4][10350/13711] lr: 1.000e-03, eta: 1:30:13, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0139, loss_cls: 0.0722, acc: 97.1800, loss_bbox: 0.0284, loss: 0.1262, grad_norm: 2.7889 2024-01-29 19:36:59,776 - mmdet - INFO - Epoch [4][10400/13711] lr: 1.000e-03, eta: 1:30:03, time: 0.167, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0146, loss_cls: 0.0726, acc: 97.1584, loss_bbox: 0.0303, loss: 0.1278, grad_norm: 2.6167 2024-01-29 19:37:08,650 - mmdet - INFO - Epoch [4][10450/13711] lr: 1.000e-03, eta: 1:29:54, time: 0.177, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0147, loss_cls: 0.0777, acc: 96.9662, loss_bbox: 0.0301, loss: 0.1356, grad_norm: 2.8954 2024-01-29 19:37:17,323 - mmdet - INFO - Epoch [4][10500/13711] lr: 1.000e-03, eta: 1:29:45, time: 0.173, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0150, loss_cls: 0.0687, acc: 97.2447, loss_bbox: 0.0276, loss: 0.1231, grad_norm: 2.7949 2024-01-29 19:37:26,066 - mmdet - INFO - Epoch [4][10550/13711] lr: 1.000e-03, eta: 1:29:36, time: 0.175, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0140, loss_cls: 0.0696, acc: 97.2996, loss_bbox: 0.0271, loss: 0.1221, grad_norm: 2.6657 2024-01-29 19:37:34,211 - mmdet - INFO - Epoch [4][10600/13711] lr: 1.000e-03, eta: 1:29:26, time: 0.163, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0120, loss_rpn_bbox: 0.0129, loss_cls: 0.0743, acc: 97.0373, loss_bbox: 0.0298, loss: 0.1290, grad_norm: 2.8997 2024-01-29 19:37:42,474 - mmdet - INFO - Epoch [4][10650/13711] lr: 1.000e-03, eta: 1:29:15, time: 0.165, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0141, loss_cls: 0.0749, acc: 97.1063, loss_bbox: 0.0296, loss: 0.1344, grad_norm: 2.9295 2024-01-29 19:37:50,657 - mmdet - INFO - Epoch [4][10700/13711] lr: 1.000e-03, eta: 1:29:05, time: 0.164, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0158, loss_cls: 0.0747, acc: 97.0223, loss_bbox: 0.0299, loss: 0.1330, grad_norm: 3.0517 2024-01-29 19:37:59,068 - mmdet - INFO - Epoch [4][10750/13711] lr: 1.000e-03, eta: 1:28:55, time: 0.168, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0135, loss_cls: 0.0813, acc: 96.7518, loss_bbox: 0.0327, loss: 0.1398, grad_norm: 2.7976 2024-01-29 19:38:07,574 - mmdet - INFO - Epoch [4][10800/13711] lr: 1.000e-03, eta: 1:28:46, time: 0.170, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0132, loss_cls: 0.0672, acc: 97.3320, loss_bbox: 0.0274, loss: 0.1203, grad_norm: 3.0947 2024-01-29 19:38:16,127 - mmdet - INFO - Epoch [4][10850/13711] lr: 1.000e-03, eta: 1:28:36, time: 0.171, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0129, loss_cls: 0.0719, acc: 97.1523, loss_bbox: 0.0261, loss: 0.1254, grad_norm: 2.8146 2024-01-29 19:38:24,975 - mmdet - INFO - Epoch [4][10900/13711] lr: 1.000e-03, eta: 1:28:28, time: 0.177, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0131, loss_cls: 0.0724, acc: 97.1405, loss_bbox: 0.0286, loss: 0.1253, grad_norm: 2.8645 2024-01-29 19:38:33,606 - mmdet - INFO - Epoch [4][10950/13711] lr: 1.000e-03, eta: 1:28:18, time: 0.173, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0135, loss_cls: 0.0737, acc: 97.0536, loss_bbox: 0.0286, loss: 0.1292, grad_norm: 2.8265 2024-01-29 19:38:41,533 - mmdet - INFO - Epoch [4][11000/13711] lr: 1.000e-03, eta: 1:28:07, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0147, loss_cls: 0.0727, acc: 97.0076, loss_bbox: 0.0278, loss: 0.1240, grad_norm: 2.7525 2024-01-29 19:38:49,399 - mmdet - INFO - Epoch [4][11050/13711] lr: 1.000e-03, eta: 1:27:56, time: 0.157, data_time: 0.016, memory: 5240, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0157, loss_cls: 0.0666, acc: 97.3330, loss_bbox: 0.0264, loss: 0.1201, grad_norm: 2.7334 2024-01-29 19:38:57,385 - mmdet - INFO - Epoch [4][11100/13711] lr: 1.000e-03, eta: 1:27:45, time: 0.160, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0134, loss_cls: 0.0681, acc: 97.2245, loss_bbox: 0.0266, loss: 0.1204, grad_norm: 2.6894 2024-01-29 19:39:05,356 - mmdet - INFO - Epoch [4][11150/13711] lr: 1.000e-03, eta: 1:27:34, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0132, loss_cls: 0.0699, acc: 97.2352, loss_bbox: 0.0290, loss: 0.1255, grad_norm: 2.6319 2024-01-29 19:39:13,123 - mmdet - INFO - Epoch [4][11200/13711] lr: 1.000e-03, eta: 1:27:23, time: 0.155, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0120, loss_cls: 0.0721, acc: 97.2249, loss_bbox: 0.0287, loss: 0.1261, grad_norm: 2.8003 2024-01-29 19:39:21,077 - mmdet - INFO - Epoch [4][11250/13711] lr: 1.000e-03, eta: 1:27:12, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0162, loss_cls: 0.0730, acc: 97.1606, loss_bbox: 0.0280, loss: 0.1288, grad_norm: 2.7871 2024-01-29 19:39:28,962 - mmdet - INFO - Epoch [4][11300/13711] lr: 1.000e-03, eta: 1:27:01, time: 0.158, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0142, loss_cls: 0.0763, acc: 96.9890, loss_bbox: 0.0279, loss: 0.1346, grad_norm: 2.9287 2024-01-29 19:39:36,987 - mmdet - INFO - Epoch [4][11350/13711] lr: 1.000e-03, eta: 1:26:50, time: 0.161, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0127, loss_cls: 0.0753, acc: 97.0538, loss_bbox: 0.0274, loss: 0.1269, grad_norm: 2.9092 2024-01-29 19:39:44,938 - mmdet - INFO - Epoch [4][11400/13711] lr: 1.000e-03, eta: 1:26:39, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0146, loss_cls: 0.0770, acc: 96.9470, loss_bbox: 0.0288, loss: 0.1337, grad_norm: 2.9997 2024-01-29 19:39:52,936 - mmdet - INFO - Epoch [4][11450/13711] lr: 1.000e-03, eta: 1:26:29, time: 0.160, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0131, loss_cls: 0.0705, acc: 97.1593, loss_bbox: 0.0284, loss: 0.1223, grad_norm: 2.7805 2024-01-29 19:40:01,127 - mmdet - INFO - Epoch [4][11500/13711] lr: 1.000e-03, eta: 1:26:19, time: 0.164, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0136, loss_cls: 0.0733, acc: 97.1747, loss_bbox: 0.0283, loss: 0.1275, grad_norm: 2.8228 2024-01-29 19:40:09,146 - mmdet - INFO - Epoch [4][11550/13711] lr: 1.000e-03, eta: 1:26:08, time: 0.160, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0144, loss_cls: 0.0706, acc: 97.2376, loss_bbox: 0.0290, loss: 0.1253, grad_norm: 2.8063 2024-01-29 19:40:17,163 - mmdet - INFO - Epoch [4][11600/13711] lr: 1.000e-03, eta: 1:25:57, time: 0.160, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0131, loss_rpn_bbox: 0.0139, loss_cls: 0.0733, acc: 97.0481, loss_bbox: 0.0300, loss: 0.1304, grad_norm: 2.7443 2024-01-29 19:40:25,366 - mmdet - INFO - Epoch [4][11650/13711] lr: 1.000e-03, eta: 1:25:47, time: 0.164, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0121, loss_cls: 0.0723, acc: 97.0685, loss_bbox: 0.0287, loss: 0.1267, grad_norm: 2.7817 2024-01-29 19:40:33,856 - mmdet - INFO - Epoch [4][11700/13711] lr: 1.000e-03, eta: 1:25:38, time: 0.170, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0139, loss_cls: 0.0740, acc: 97.1798, loss_bbox: 0.0305, loss: 0.1329, grad_norm: 2.8120 2024-01-29 19:40:41,808 - mmdet - INFO - Epoch [4][11750/13711] lr: 1.000e-03, eta: 1:25:27, time: 0.159, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0135, loss_cls: 0.0723, acc: 97.1278, loss_bbox: 0.0289, loss: 0.1275, grad_norm: 2.9414 2024-01-29 19:40:49,592 - mmdet - INFO - Epoch [4][11800/13711] lr: 1.000e-03, eta: 1:25:16, time: 0.156, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0138, loss_cls: 0.0699, acc: 97.2993, loss_bbox: 0.0268, loss: 0.1229, grad_norm: 2.8323 2024-01-29 19:40:57,492 - mmdet - INFO - Epoch [4][11850/13711] lr: 1.000e-03, eta: 1:25:06, time: 0.158, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0144, loss_cls: 0.0747, acc: 97.0583, loss_bbox: 0.0283, loss: 0.1312, grad_norm: 3.0644 2024-01-29 19:41:05,175 - mmdet - INFO - Epoch [4][11900/13711] lr: 1.000e-03, eta: 1:24:54, time: 0.154, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0144, loss_cls: 0.0719, acc: 97.1722, loss_bbox: 0.0279, loss: 0.1240, grad_norm: 2.6167 2024-01-29 19:41:13,339 - mmdet - INFO - Epoch [4][11950/13711] lr: 1.000e-03, eta: 1:24:44, time: 0.163, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0136, loss_cls: 0.0768, acc: 97.0044, loss_bbox: 0.0295, loss: 0.1333, grad_norm: 2.7961 2024-01-29 19:41:21,249 - mmdet - INFO - Epoch [4][12000/13711] lr: 1.000e-03, eta: 1:24:34, time: 0.158, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0129, loss_cls: 0.0712, acc: 97.1861, loss_bbox: 0.0301, loss: 0.1263, grad_norm: 2.8067 2024-01-29 19:41:29,298 - mmdet - INFO - Epoch [4][12050/13711] lr: 1.000e-03, eta: 1:24:23, time: 0.161, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0105, loss_rpn_bbox: 0.0152, loss_cls: 0.0762, acc: 96.9730, loss_bbox: 0.0310, loss: 0.1328, grad_norm: 2.8388 2024-01-29 19:41:37,225 - mmdet - INFO - Epoch [4][12100/13711] lr: 1.000e-03, eta: 1:24:13, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0112, loss_cls: 0.0684, acc: 97.2917, loss_bbox: 0.0268, loss: 0.1156, grad_norm: 2.5785 2024-01-29 19:41:45,066 - mmdet - INFO - Epoch [4][12150/13711] lr: 1.000e-03, eta: 1:24:02, time: 0.157, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0160, loss_cls: 0.0704, acc: 97.1781, loss_bbox: 0.0284, loss: 0.1241, grad_norm: 2.8640 2024-01-29 19:41:53,408 - mmdet - INFO - Epoch [4][12200/13711] lr: 1.000e-03, eta: 1:23:52, time: 0.167, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0149, loss_cls: 0.0745, acc: 97.0174, loss_bbox: 0.0304, loss: 0.1324, grad_norm: 2.7581 2024-01-29 19:42:01,433 - mmdet - INFO - Epoch [4][12250/13711] lr: 1.000e-03, eta: 1:23:42, time: 0.160, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0128, loss_cls: 0.0801, acc: 96.7949, loss_bbox: 0.0324, loss: 0.1378, grad_norm: 3.1875 2024-01-29 19:42:09,394 - mmdet - INFO - Epoch [4][12300/13711] lr: 1.000e-03, eta: 1:23:32, time: 0.159, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0151, loss_cls: 0.0882, acc: 96.6310, loss_bbox: 0.0342, loss: 0.1518, grad_norm: 3.3032 2024-01-29 19:42:17,260 - mmdet - INFO - Epoch [4][12350/13711] lr: 1.000e-03, eta: 1:23:21, time: 0.157, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0129, loss_cls: 0.0729, acc: 97.0987, loss_bbox: 0.0274, loss: 0.1240, grad_norm: 2.7775 2024-01-29 19:42:25,188 - mmdet - INFO - Epoch [4][12400/13711] lr: 1.000e-03, eta: 1:23:11, time: 0.158, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0105, loss_rpn_bbox: 0.0144, loss_cls: 0.0714, acc: 97.3198, loss_bbox: 0.0284, loss: 0.1247, grad_norm: 2.6938 2024-01-29 19:42:33,154 - mmdet - INFO - Epoch [4][12450/13711] lr: 1.000e-03, eta: 1:23:00, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0120, loss_rpn_bbox: 0.0124, loss_cls: 0.0749, acc: 97.0618, loss_bbox: 0.0279, loss: 0.1272, grad_norm: 2.9462 2024-01-29 19:42:41,031 - mmdet - INFO - Epoch [4][12500/13711] lr: 1.000e-03, eta: 1:22:50, time: 0.157, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0129, loss_rpn_bbox: 0.0127, loss_cls: 0.0644, acc: 97.4708, loss_bbox: 0.0246, loss: 0.1147, grad_norm: 2.6746 2024-01-29 19:42:48,939 - mmdet - INFO - Epoch [4][12550/13711] lr: 1.000e-03, eta: 1:22:39, time: 0.158, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0132, loss_cls: 0.0662, acc: 97.3606, loss_bbox: 0.0253, loss: 0.1165, grad_norm: 2.6736 2024-01-29 19:42:56,875 - mmdet - INFO - Epoch [4][12600/13711] lr: 1.000e-03, eta: 1:22:29, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0134, loss_cls: 0.0684, acc: 97.2355, loss_bbox: 0.0277, loss: 0.1204, grad_norm: 2.6165 2024-01-29 19:43:04,788 - mmdet - INFO - Epoch [4][12650/13711] lr: 1.000e-03, eta: 1:22:19, time: 0.158, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0128, loss_cls: 0.0721, acc: 97.1649, loss_bbox: 0.0282, loss: 0.1233, grad_norm: 2.8150 2024-01-29 19:43:12,992 - mmdet - INFO - Epoch [4][12700/13711] lr: 1.000e-03, eta: 1:22:09, time: 0.164, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0115, loss_cls: 0.0706, acc: 97.2714, loss_bbox: 0.0280, loss: 0.1207, grad_norm: 2.7695 2024-01-29 19:43:20,888 - mmdet - INFO - Epoch [4][12750/13711] lr: 1.000e-03, eta: 1:21:58, time: 0.158, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0122, loss_cls: 0.0726, acc: 97.0846, loss_bbox: 0.0291, loss: 0.1247, grad_norm: 2.8760 2024-01-29 19:43:29,004 - mmdet - INFO - Epoch [4][12800/13711] lr: 1.000e-03, eta: 1:21:49, time: 0.162, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0146, loss_cls: 0.0707, acc: 97.1751, loss_bbox: 0.0269, loss: 0.1231, grad_norm: 2.8165 2024-01-29 19:43:36,863 - mmdet - INFO - Epoch [4][12850/13711] lr: 1.000e-03, eta: 1:21:38, time: 0.157, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0121, loss_cls: 0.0693, acc: 97.2492, loss_bbox: 0.0272, loss: 0.1183, grad_norm: 2.4928 2024-01-29 19:43:44,815 - mmdet - INFO - Epoch [4][12900/13711] lr: 1.000e-03, eta: 1:21:28, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0153, loss_cls: 0.0729, acc: 97.1779, loss_bbox: 0.0276, loss: 0.1305, grad_norm: 3.3022 2024-01-29 19:43:52,704 - mmdet - INFO - Epoch [4][12950/13711] lr: 1.000e-03, eta: 1:21:18, time: 0.158, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0132, loss_cls: 0.0754, acc: 96.9598, loss_bbox: 0.0291, loss: 0.1294, grad_norm: 3.1344 2024-01-29 19:44:00,659 - mmdet - INFO - Epoch [4][13000/13711] lr: 1.000e-03, eta: 1:21:07, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0133, loss_cls: 0.0768, acc: 97.0215, loss_bbox: 0.0290, loss: 0.1304, grad_norm: 2.7949 2024-01-29 19:44:08,645 - mmdet - INFO - Epoch [4][13050/13711] lr: 1.000e-03, eta: 1:20:57, time: 0.160, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0137, loss_cls: 0.0753, acc: 97.0391, loss_bbox: 0.0291, loss: 0.1283, grad_norm: 2.9153 2024-01-29 19:44:16,554 - mmdet - INFO - Epoch [4][13100/13711] lr: 1.000e-03, eta: 1:20:47, time: 0.158, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0119, loss_rpn_bbox: 0.0119, loss_cls: 0.0782, acc: 96.8427, loss_bbox: 0.0317, loss: 0.1338, grad_norm: 2.8505 2024-01-29 19:44:24,590 - mmdet - INFO - Epoch [4][13150/13711] lr: 1.000e-03, eta: 1:20:37, time: 0.161, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0132, loss_cls: 0.0786, acc: 97.0560, loss_bbox: 0.0305, loss: 0.1357, grad_norm: 2.7240 2024-01-29 19:44:32,584 - mmdet - INFO - Epoch [4][13200/13711] lr: 1.000e-03, eta: 1:20:27, time: 0.160, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0125, loss_cls: 0.0703, acc: 97.3268, loss_bbox: 0.0295, loss: 0.1231, grad_norm: 2.9767 2024-01-29 19:44:40,486 - mmdet - INFO - Epoch [4][13250/13711] lr: 1.000e-03, eta: 1:20:17, time: 0.158, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0123, loss_cls: 0.0803, acc: 96.8092, loss_bbox: 0.0309, loss: 0.1351, grad_norm: 2.8217 2024-01-29 19:44:48,392 - mmdet - INFO - Epoch [4][13300/13711] lr: 1.000e-03, eta: 1:20:07, time: 0.158, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0136, loss_cls: 0.0687, acc: 97.3203, loss_bbox: 0.0279, loss: 0.1210, grad_norm: 2.6513 2024-01-29 19:44:56,348 - mmdet - INFO - Epoch [4][13350/13711] lr: 1.000e-03, eta: 1:19:57, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0111, loss_cls: 0.0667, acc: 97.4237, loss_bbox: 0.0259, loss: 0.1133, grad_norm: 2.6899 2024-01-29 19:45:04,246 - mmdet - INFO - Epoch [4][13400/13711] lr: 1.000e-03, eta: 1:19:47, time: 0.158, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0146, loss_cls: 0.0761, acc: 97.0123, loss_bbox: 0.0311, loss: 0.1339, grad_norm: 3.0145 2024-01-29 19:45:12,195 - mmdet - INFO - Epoch [4][13450/13711] lr: 1.000e-03, eta: 1:19:37, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0151, loss_cls: 0.0764, acc: 96.9146, loss_bbox: 0.0297, loss: 0.1313, grad_norm: 2.9294 2024-01-29 19:45:20,173 - mmdet - INFO - Epoch [4][13500/13711] lr: 1.000e-03, eta: 1:19:27, time: 0.160, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0126, loss_rpn_bbox: 0.0143, loss_cls: 0.0785, acc: 96.9095, loss_bbox: 0.0322, loss: 0.1376, grad_norm: 2.9522 2024-01-29 19:45:28,128 - mmdet - INFO - Epoch [4][13550/13711] lr: 1.000e-03, eta: 1:19:17, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0133, loss_cls: 0.0773, acc: 96.9633, loss_bbox: 0.0302, loss: 0.1354, grad_norm: 2.9920 2024-01-29 19:45:35,946 - mmdet - INFO - Epoch [4][13600/13711] lr: 1.000e-03, eta: 1:19:06, time: 0.156, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0118, loss_cls: 0.0672, acc: 97.4023, loss_bbox: 0.0267, loss: 0.1158, grad_norm: 2.7780 2024-01-29 19:45:43,875 - mmdet - INFO - Epoch [4][13650/13711] lr: 1.000e-03, eta: 1:18:56, time: 0.159, data_time: 0.015, memory: 5240, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0144, loss_cls: 0.0841, acc: 96.6959, loss_bbox: 0.0331, loss: 0.1446, grad_norm: 3.2419 2024-01-29 19:45:52,171 - mmdet - INFO - Epoch [4][13700/13711] lr: 1.000e-03, eta: 1:18:47, time: 0.166, data_time: 0.014, memory: 5240, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0147, loss_cls: 0.0777, acc: 96.8672, loss_bbox: 0.0297, loss: 0.1351, grad_norm: 3.1041 2024-01-29 20:08:14,387 - mmdet - INFO - Exp name: mamba_r101_dc5_6x.py 2024-01-29 20:08:14,387 - mmdet - INFO - Epoch(val) [4][176126] all: 0.8201, fast: 0.6176, medium: 0.8149, slow: 0.8773, airplane: 0.9213, antelope: 0.8904, bear: 0.9191, bicycle: 0.7190, bird: 0.7695, bus: 0.7503, car: 0.6522, cattle: 0.8173, dog: 0.8320, domestic_cat: 0.9093, elephant: 0.8475, fox: 0.9471, giant_panda: 0.8635, hamster: 0.9686, horse: 0.8250, lion: 0.7312, lizard: 0.8541, monkey: 0.6205, motorcycle: 0.8743, rabbit: 0.8198, red_panda: 0.9487, sheep: 0.6509, snake: 0.7584, squirrel: 0.6550, tiger: 0.9220, train: 0.8563, turtle: 0.8436, watercraft: 0.6855, whale: 0.7708, zebra: 0.9786 2024-01-29 20:09:52,759 - mmdet - INFO - Epoch [5][50/13711] lr: 1.000e-04, eta: 1:21:31, time: 1.967, data_time: 1.817, memory: 5240, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0119, loss_cls: 0.0715, acc: 97.2048, loss_bbox: 0.0270, loss: 0.1198, grad_norm: 2.7026 2024-01-29 20:10:00,986 - mmdet - INFO - Epoch [5][100/13711] lr: 1.000e-04, eta: 1:21:21, time: 0.165, data_time: 0.015, memory: 5280, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0116, loss_cls: 0.0629, acc: 97.5007, loss_bbox: 0.0241, loss: 0.1098, grad_norm: 2.6339 2024-01-29 20:10:09,343 - mmdet - INFO - Epoch [5][150/13711] lr: 1.000e-04, eta: 1:21:11, time: 0.167, data_time: 0.015, memory: 5296, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0114, loss_cls: 0.0661, acc: 97.4710, loss_bbox: 0.0246, loss: 0.1113, grad_norm: 2.5217 2024-01-29 20:10:17,689 - mmdet - INFO - Epoch [5][200/13711] lr: 1.000e-04, eta: 1:21:01, time: 0.167, data_time: 0.015, memory: 5296, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0114, loss_cls: 0.0638, acc: 97.5316, loss_bbox: 0.0253, loss: 0.1105, grad_norm: 2.5160 2024-01-29 20:10:25,969 - mmdet - INFO - Epoch [5][250/13711] lr: 1.000e-04, eta: 1:20:51, time: 0.166, data_time: 0.015, memory: 5301, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0115, loss_cls: 0.0641, acc: 97.4562, loss_bbox: 0.0258, loss: 0.1106, grad_norm: 2.6171 2024-01-29 20:10:34,229 - mmdet - INFO - Epoch [5][300/13711] lr: 1.000e-04, eta: 1:20:40, time: 0.165, data_time: 0.015, memory: 5301, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0135, loss_cls: 0.0672, acc: 97.2775, loss_bbox: 0.0277, loss: 0.1175, grad_norm: 2.4176 2024-01-29 20:10:42,697 - mmdet - INFO - Epoch [5][350/13711] lr: 1.000e-04, eta: 1:20:31, time: 0.169, data_time: 0.015, memory: 5301, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0137, loss_cls: 0.0651, acc: 97.4318, loss_bbox: 0.0245, loss: 0.1121, grad_norm: 2.6204 2024-01-29 20:10:50,844 - mmdet - INFO - Epoch [5][400/13711] lr: 1.000e-04, eta: 1:20:20, time: 0.163, data_time: 0.015, memory: 5301, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0115, loss_cls: 0.0734, acc: 97.0824, loss_bbox: 0.0319, loss: 0.1267, grad_norm: 2.6811 2024-01-29 20:10:59,299 - mmdet - INFO - Epoch [5][450/13711] lr: 1.000e-04, eta: 1:20:10, time: 0.169, data_time: 0.015, memory: 5301, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0118, loss_cls: 0.0708, acc: 97.2850, loss_bbox: 0.0270, loss: 0.1220, grad_norm: 2.5445 2024-01-29 20:11:07,751 - mmdet - INFO - Epoch [5][500/13711] lr: 1.000e-04, eta: 1:20:01, time: 0.169, data_time: 0.015, memory: 5301, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0122, loss_cls: 0.0701, acc: 97.2850, loss_bbox: 0.0272, loss: 0.1206, grad_norm: 2.5022 2024-01-29 20:11:16,195 - mmdet - INFO - Epoch [5][550/13711] lr: 1.000e-04, eta: 1:19:51, time: 0.169, data_time: 0.015, memory: 5301, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0120, loss_cls: 0.0627, acc: 97.5003, loss_bbox: 0.0223, loss: 0.1052, grad_norm: 2.3738 2024-01-29 20:11:24,705 - mmdet - INFO - Epoch [5][600/13711] lr: 1.000e-04, eta: 1:19:41, time: 0.170, data_time: 0.015, memory: 5301, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0098, loss_cls: 0.0637, acc: 97.4952, loss_bbox: 0.0233, loss: 0.1065, grad_norm: 2.3391 2024-01-29 20:11:33,041 - mmdet - INFO - Epoch [5][650/13711] lr: 1.000e-04, eta: 1:19:31, time: 0.167, data_time: 0.015, memory: 5301, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0124, loss_cls: 0.0643, acc: 97.4290, loss_bbox: 0.0274, loss: 0.1141, grad_norm: 2.5319 2024-01-29 20:11:41,359 - mmdet - INFO - Epoch [5][700/13711] lr: 1.000e-04, eta: 1:19:21, time: 0.166, data_time: 0.015, memory: 5301, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0120, loss_cls: 0.0591, acc: 97.6718, loss_bbox: 0.0229, loss: 0.1026, grad_norm: 2.6306 2024-01-29 20:11:49,625 - mmdet - INFO - Epoch [5][750/13711] lr: 1.000e-04, eta: 1:19:11, time: 0.165, data_time: 0.015, memory: 5301, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0114, loss_cls: 0.0713, acc: 97.1917, loss_bbox: 0.0296, loss: 0.1226, grad_norm: 2.6947 2024-01-29 20:11:57,421 - mmdet - INFO - Epoch [5][800/13711] lr: 1.000e-04, eta: 1:19:00, time: 0.156, data_time: 0.015, memory: 5301, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0123, loss_cls: 0.0676, acc: 97.4092, loss_bbox: 0.0261, loss: 0.1163, grad_norm: 2.4955 2024-01-29 20:12:05,355 - mmdet - INFO - Epoch [5][850/13711] lr: 1.000e-04, eta: 1:18:49, time: 0.159, data_time: 0.015, memory: 5301, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0109, loss_cls: 0.0646, acc: 97.4472, loss_bbox: 0.0242, loss: 0.1096, grad_norm: 2.4296 2024-01-29 20:12:13,211 - mmdet - INFO - Epoch [5][900/13711] lr: 1.000e-04, eta: 1:18:39, time: 0.157, data_time: 0.015, memory: 5301, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0108, loss_cls: 0.0635, acc: 97.4653, loss_bbox: 0.0258, loss: 0.1098, grad_norm: 2.3401 2024-01-29 20:12:21,076 - mmdet - INFO - Epoch [5][950/13711] lr: 1.000e-04, eta: 1:18:28, time: 0.157, data_time: 0.015, memory: 5301, loss_rpn_cls: 0.0089, loss_rpn_bbox: 0.0123, loss_cls: 0.0632, acc: 97.4915, loss_bbox: 0.0272, loss: 0.1116, grad_norm: 2.3745 2024-01-29 20:12:28,895 - mmdet - INFO - Epoch [5][1000/13711] lr: 1.000e-04, eta: 1:18:17, time: 0.156, data_time: 0.016, memory: 5301, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0114, loss_cls: 0.0623, acc: 97.4434, loss_bbox: 0.0245, loss: 0.1078, grad_norm: 2.1887 2024-01-29 20:12:36,747 - mmdet - INFO - Epoch [5][1050/13711] lr: 1.000e-04, eta: 1:18:06, time: 0.157, data_time: 0.016, memory: 5301, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0109, loss_cls: 0.0653, acc: 97.3831, loss_bbox: 0.0263, loss: 0.1107, grad_norm: 2.6096 2024-01-29 20:12:44,613 - mmdet - INFO - Epoch [5][1100/13711] lr: 1.000e-04, eta: 1:17:56, time: 0.157, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0112, loss_cls: 0.0609, acc: 97.5622, loss_bbox: 0.0243, loss: 0.1070, grad_norm: 2.4527 2024-01-29 20:12:52,438 - mmdet - INFO - Epoch [5][1150/13711] lr: 1.000e-04, eta: 1:17:45, time: 0.156, data_time: 0.016, memory: 5302, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0127, loss_cls: 0.0625, acc: 97.4988, loss_bbox: 0.0248, loss: 0.1104, grad_norm: 2.3329 2024-01-29 20:13:00,318 - mmdet - INFO - Epoch [5][1200/13711] lr: 1.000e-04, eta: 1:17:34, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0126, loss_cls: 0.0620, acc: 97.4903, loss_bbox: 0.0251, loss: 0.1121, grad_norm: 2.5150 2024-01-29 20:13:08,180 - mmdet - INFO - Epoch [5][1250/13711] lr: 1.000e-04, eta: 1:17:24, time: 0.157, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0104, loss_cls: 0.0593, acc: 97.6413, loss_bbox: 0.0245, loss: 0.1033, grad_norm: 2.2727 2024-01-29 20:13:16,051 - mmdet - INFO - Epoch [5][1300/13711] lr: 1.000e-04, eta: 1:17:13, time: 0.157, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0120, loss_rpn_bbox: 0.0116, loss_cls: 0.0675, acc: 97.3573, loss_bbox: 0.0270, loss: 0.1180, grad_norm: 2.5375 2024-01-29 20:13:23,936 - mmdet - INFO - Epoch [5][1350/13711] lr: 1.000e-04, eta: 1:17:02, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0097, loss_cls: 0.0596, acc: 97.5769, loss_bbox: 0.0255, loss: 0.1042, grad_norm: 2.3656 2024-01-29 20:13:32,063 - mmdet - INFO - Epoch [5][1400/13711] lr: 1.000e-04, eta: 1:16:52, time: 0.163, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0107, loss_cls: 0.0546, acc: 97.8273, loss_bbox: 0.0193, loss: 0.0919, grad_norm: 2.2859 2024-01-29 20:13:40,068 - mmdet - INFO - Epoch [5][1450/13711] lr: 1.000e-04, eta: 1:16:42, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0123, loss_cls: 0.0627, acc: 97.6218, loss_bbox: 0.0245, loss: 0.1086, grad_norm: 2.4381 2024-01-29 20:13:48,038 - mmdet - INFO - Epoch [5][1500/13711] lr: 1.000e-04, eta: 1:16:31, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0116, loss_cls: 0.0611, acc: 97.5478, loss_bbox: 0.0239, loss: 0.1042, grad_norm: 2.3411 2024-01-29 20:13:56,019 - mmdet - INFO - Epoch [5][1550/13711] lr: 1.000e-04, eta: 1:16:21, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0115, loss_cls: 0.0636, acc: 97.4877, loss_bbox: 0.0250, loss: 0.1110, grad_norm: 2.4516 2024-01-29 20:14:03,969 - mmdet - INFO - Epoch [5][1600/13711] lr: 1.000e-04, eta: 1:16:11, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0137, loss_cls: 0.0622, acc: 97.4828, loss_bbox: 0.0256, loss: 0.1109, grad_norm: 2.5225 2024-01-29 20:14:11,908 - mmdet - INFO - Epoch [5][1650/13711] lr: 1.000e-04, eta: 1:16:00, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0146, loss_cls: 0.0615, acc: 97.5299, loss_bbox: 0.0267, loss: 0.1119, grad_norm: 2.4479 2024-01-29 20:14:19,823 - mmdet - INFO - Epoch [5][1700/13711] lr: 1.000e-04, eta: 1:15:50, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0110, loss_cls: 0.0567, acc: 97.7757, loss_bbox: 0.0232, loss: 0.0997, grad_norm: 2.4003 2024-01-29 20:14:27,698 - mmdet - INFO - Epoch [5][1750/13711] lr: 1.000e-04, eta: 1:15:39, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0106, loss_cls: 0.0640, acc: 97.4722, loss_bbox: 0.0268, loss: 0.1107, grad_norm: 2.3606 2024-01-29 20:14:35,518 - mmdet - INFO - Epoch [5][1800/13711] lr: 1.000e-04, eta: 1:15:29, time: 0.156, data_time: 0.016, memory: 5302, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0120, loss_cls: 0.0620, acc: 97.5664, loss_bbox: 0.0249, loss: 0.1084, grad_norm: 2.3432 2024-01-29 20:14:43,447 - mmdet - INFO - Epoch [5][1850/13711] lr: 1.000e-04, eta: 1:15:19, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0116, loss_cls: 0.0624, acc: 97.4605, loss_bbox: 0.0256, loss: 0.1075, grad_norm: 2.4627 2024-01-29 20:14:51,551 - mmdet - INFO - Epoch [5][1900/13711] lr: 1.000e-04, eta: 1:15:09, time: 0.162, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0105, loss_cls: 0.0593, acc: 97.6251, loss_bbox: 0.0266, loss: 0.1043, grad_norm: 2.3800 2024-01-29 20:14:59,629 - mmdet - INFO - Epoch [5][1950/13711] lr: 1.000e-04, eta: 1:14:59, time: 0.162, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0111, loss_cls: 0.0582, acc: 97.6472, loss_bbox: 0.0235, loss: 0.0995, grad_norm: 2.3125 2024-01-29 20:15:07,699 - mmdet - INFO - Epoch [5][2000/13711] lr: 1.000e-04, eta: 1:14:48, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0127, loss_cls: 0.0611, acc: 97.6006, loss_bbox: 0.0248, loss: 0.1094, grad_norm: 2.4495 2024-01-29 20:15:15,776 - mmdet - INFO - Epoch [5][2050/13711] lr: 1.000e-04, eta: 1:14:38, time: 0.162, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0128, loss_cls: 0.0744, acc: 97.1549, loss_bbox: 0.0285, loss: 0.1267, grad_norm: 2.5649 2024-01-29 20:15:23,728 - mmdet - INFO - Epoch [5][2100/13711] lr: 1.000e-04, eta: 1:14:28, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0111, loss_cls: 0.0629, acc: 97.5001, loss_bbox: 0.0240, loss: 0.1058, grad_norm: 2.3760 2024-01-29 20:15:31,722 - mmdet - INFO - Epoch [5][2150/13711] lr: 1.000e-04, eta: 1:14:18, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0108, loss_cls: 0.0571, acc: 97.6995, loss_bbox: 0.0243, loss: 0.0999, grad_norm: 2.2200 2024-01-29 20:15:39,855 - mmdet - INFO - Epoch [5][2200/13711] lr: 1.000e-04, eta: 1:14:08, time: 0.163, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0118, loss_cls: 0.0671, acc: 97.3374, loss_bbox: 0.0272, loss: 0.1165, grad_norm: 2.5718 2024-01-29 20:15:48,000 - mmdet - INFO - Epoch [5][2250/13711] lr: 1.000e-04, eta: 1:13:58, time: 0.163, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0111, loss_cls: 0.0683, acc: 97.2784, loss_bbox: 0.0251, loss: 0.1154, grad_norm: 2.5050 2024-01-29 20:15:56,191 - mmdet - INFO - Epoch [5][2300/13711] lr: 1.000e-04, eta: 1:13:48, time: 0.164, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0098, loss_cls: 0.0609, acc: 97.5646, loss_bbox: 0.0265, loss: 0.1051, grad_norm: 2.2761 2024-01-29 20:16:04,290 - mmdet - INFO - Epoch [5][2350/13711] lr: 1.000e-04, eta: 1:13:39, time: 0.162, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0113, loss_cls: 0.0578, acc: 97.7389, loss_bbox: 0.0245, loss: 0.1016, grad_norm: 2.2722 2024-01-29 20:16:12,062 - mmdet - INFO - Epoch [5][2400/13711] lr: 1.000e-04, eta: 1:13:28, time: 0.155, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0121, loss_cls: 0.0555, acc: 97.7842, loss_bbox: 0.0230, loss: 0.0999, grad_norm: 2.1740 2024-01-29 20:16:19,954 - mmdet - INFO - Epoch [5][2450/13711] lr: 1.000e-04, eta: 1:13:18, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0136, loss_cls: 0.0685, acc: 97.3573, loss_bbox: 0.0273, loss: 0.1201, grad_norm: 2.6634 2024-01-29 20:16:27,862 - mmdet - INFO - Epoch [5][2500/13711] lr: 1.000e-04, eta: 1:13:08, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0093, loss_cls: 0.0624, acc: 97.5175, loss_bbox: 0.0261, loss: 0.1061, grad_norm: 2.2625 2024-01-29 20:16:35,777 - mmdet - INFO - Epoch [5][2550/13711] lr: 1.000e-04, eta: 1:12:58, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0117, loss_cls: 0.0614, acc: 97.5857, loss_bbox: 0.0238, loss: 0.1046, grad_norm: 2.2169 2024-01-29 20:16:43,688 - mmdet - INFO - Epoch [5][2600/13711] lr: 1.000e-04, eta: 1:12:47, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0108, loss_cls: 0.0607, acc: 97.5633, loss_bbox: 0.0258, loss: 0.1067, grad_norm: 2.3299 2024-01-29 20:16:51,737 - mmdet - INFO - Epoch [5][2650/13711] lr: 1.000e-04, eta: 1:12:37, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0112, loss_cls: 0.0540, acc: 97.7825, loss_bbox: 0.0207, loss: 0.0934, grad_norm: 2.2702 2024-01-29 20:16:59,656 - mmdet - INFO - Epoch [5][2700/13711] lr: 1.000e-04, eta: 1:12:27, time: 0.158, data_time: 0.016, memory: 5302, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0137, loss_cls: 0.0704, acc: 97.2815, loss_bbox: 0.0271, loss: 0.1226, grad_norm: 2.7012 2024-01-29 20:17:07,619 - mmdet - INFO - Epoch [5][2750/13711] lr: 1.000e-04, eta: 1:12:17, time: 0.159, data_time: 0.016, memory: 5302, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0120, loss_cls: 0.0580, acc: 97.6469, loss_bbox: 0.0245, loss: 0.1023, grad_norm: 2.3525 2024-01-29 20:17:15,620 - mmdet - INFO - Epoch [5][2800/13711] lr: 1.000e-04, eta: 1:12:07, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0116, loss_cls: 0.0613, acc: 97.5076, loss_bbox: 0.0256, loss: 0.1075, grad_norm: 2.3564 2024-01-29 20:17:23,639 - mmdet - INFO - Epoch [5][2850/13711] lr: 1.000e-04, eta: 1:11:57, time: 0.160, data_time: 0.016, memory: 5302, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0122, loss_cls: 0.0666, acc: 97.3092, loss_bbox: 0.0269, loss: 0.1150, grad_norm: 2.6669 2024-01-29 20:17:31,650 - mmdet - INFO - Epoch [5][2900/13711] lr: 1.000e-04, eta: 1:11:47, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0129, loss_cls: 0.0646, acc: 97.4540, loss_bbox: 0.0258, loss: 0.1131, grad_norm: 2.5636 2024-01-29 20:17:39,631 - mmdet - INFO - Epoch [5][2950/13711] lr: 1.000e-04, eta: 1:11:37, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0125, loss_cls: 0.0676, acc: 97.2099, loss_bbox: 0.0265, loss: 0.1162, grad_norm: 2.5220 2024-01-29 20:17:47,550 - mmdet - INFO - Epoch [5][3000/13711] lr: 1.000e-04, eta: 1:11:27, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0126, loss_cls: 0.0591, acc: 97.6631, loss_bbox: 0.0246, loss: 0.1049, grad_norm: 2.2897 2024-01-29 20:17:55,540 - mmdet - INFO - Epoch [5][3050/13711] lr: 1.000e-04, eta: 1:11:18, time: 0.160, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0133, loss_cls: 0.0563, acc: 97.7445, loss_bbox: 0.0227, loss: 0.1011, grad_norm: 2.4757 2024-01-29 20:18:03,573 - mmdet - INFO - Epoch [5][3100/13711] lr: 1.000e-04, eta: 1:11:08, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0105, loss_cls: 0.0583, acc: 97.6930, loss_bbox: 0.0232, loss: 0.1013, grad_norm: 2.3681 2024-01-29 20:18:11,593 - mmdet - INFO - Epoch [5][3150/13711] lr: 1.000e-04, eta: 1:10:58, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0115, loss_cls: 0.0662, acc: 97.3674, loss_bbox: 0.0273, loss: 0.1152, grad_norm: 2.6185 2024-01-29 20:18:19,860 - mmdet - INFO - Epoch [5][3200/13711] lr: 1.000e-04, eta: 1:10:48, time: 0.165, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0111, loss_cls: 0.0657, acc: 97.4086, loss_bbox: 0.0243, loss: 0.1103, grad_norm: 2.5844 2024-01-29 20:18:27,902 - mmdet - INFO - Epoch [5][3250/13711] lr: 1.000e-04, eta: 1:10:39, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0117, loss_cls: 0.0626, acc: 97.6018, loss_bbox: 0.0247, loss: 0.1078, grad_norm: 2.5899 2024-01-29 20:18:36,226 - mmdet - INFO - Epoch [5][3300/13711] lr: 1.000e-04, eta: 1:10:29, time: 0.166, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0104, loss_cls: 0.0607, acc: 97.5678, loss_bbox: 0.0257, loss: 0.1035, grad_norm: 2.3265 2024-01-29 20:18:44,724 - mmdet - INFO - Epoch [5][3350/13711] lr: 1.000e-04, eta: 1:10:20, time: 0.170, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0111, loss_cls: 0.0580, acc: 97.6289, loss_bbox: 0.0232, loss: 0.1006, grad_norm: 2.3108 2024-01-29 20:18:53,121 - mmdet - INFO - Epoch [5][3400/13711] lr: 1.000e-04, eta: 1:10:11, time: 0.168, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0113, loss_cls: 0.0624, acc: 97.5696, loss_bbox: 0.0245, loss: 0.1077, grad_norm: 2.5997 2024-01-29 20:19:01,260 - mmdet - INFO - Epoch [5][3450/13711] lr: 1.000e-04, eta: 1:10:01, time: 0.163, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0105, loss_cls: 0.0648, acc: 97.4918, loss_bbox: 0.0266, loss: 0.1128, grad_norm: 2.6264 2024-01-29 20:19:09,282 - mmdet - INFO - Epoch [5][3500/13711] lr: 1.000e-04, eta: 1:09:51, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0119, loss_cls: 0.0562, acc: 97.6850, loss_bbox: 0.0219, loss: 0.0980, grad_norm: 2.3221 2024-01-29 20:19:17,308 - mmdet - INFO - Epoch [5][3550/13711] lr: 1.000e-04, eta: 1:09:41, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0127, loss_cls: 0.0576, acc: 97.6119, loss_bbox: 0.0239, loss: 0.1050, grad_norm: 2.3248 2024-01-29 20:19:25,272 - mmdet - INFO - Epoch [5][3600/13711] lr: 1.000e-04, eta: 1:09:32, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0125, loss_cls: 0.0687, acc: 97.2279, loss_bbox: 0.0269, loss: 0.1176, grad_norm: 2.6640 2024-01-29 20:19:33,306 - mmdet - INFO - Epoch [5][3650/13711] lr: 1.000e-04, eta: 1:09:22, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0105, loss_cls: 0.0612, acc: 97.5060, loss_bbox: 0.0250, loss: 0.1059, grad_norm: 2.3838 2024-01-29 20:19:41,411 - mmdet - INFO - Epoch [5][3700/13711] lr: 1.000e-04, eta: 1:09:12, time: 0.162, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0101, loss_cls: 0.0563, acc: 97.7306, loss_bbox: 0.0218, loss: 0.0960, grad_norm: 2.2697 2024-01-29 20:19:49,475 - mmdet - INFO - Epoch [5][3750/13711] lr: 1.000e-04, eta: 1:09:03, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0107, loss_cls: 0.0575, acc: 97.6762, loss_bbox: 0.0243, loss: 0.1012, grad_norm: 2.3563 2024-01-29 20:19:57,352 - mmdet - INFO - Epoch [5][3800/13711] lr: 1.000e-04, eta: 1:08:53, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0129, loss_cls: 0.0674, acc: 97.2287, loss_bbox: 0.0267, loss: 0.1186, grad_norm: 2.5858 2024-01-29 20:20:05,211 - mmdet - INFO - Epoch [5][3850/13711] lr: 1.000e-04, eta: 1:08:43, time: 0.157, data_time: 0.016, memory: 5302, loss_rpn_cls: 0.0110, loss_rpn_bbox: 0.0112, loss_cls: 0.0623, acc: 97.5120, loss_bbox: 0.0239, loss: 0.1085, grad_norm: 2.7352 2024-01-29 20:20:13,199 - mmdet - INFO - Epoch [5][3900/13711] lr: 1.000e-04, eta: 1:08:33, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0110, loss_cls: 0.0657, acc: 97.4226, loss_bbox: 0.0262, loss: 0.1132, grad_norm: 2.6746 2024-01-29 20:20:21,821 - mmdet - INFO - Epoch [5][3950/13711] lr: 1.000e-04, eta: 1:08:24, time: 0.172, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0124, loss_cls: 0.0623, acc: 97.5448, loss_bbox: 0.0246, loss: 0.1071, grad_norm: 2.4420 2024-01-29 20:20:29,832 - mmdet - INFO - Epoch [5][4000/13711] lr: 1.000e-04, eta: 1:08:14, time: 0.160, data_time: 0.016, memory: 5302, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0113, loss_cls: 0.0617, acc: 97.5521, loss_bbox: 0.0262, loss: 0.1092, grad_norm: 2.6081 2024-01-29 20:20:37,702 - mmdet - INFO - Epoch [5][4050/13711] lr: 1.000e-04, eta: 1:08:04, time: 0.157, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0118, loss_cls: 0.0603, acc: 97.5350, loss_bbox: 0.0248, loss: 0.1074, grad_norm: 2.3168 2024-01-29 20:20:45,631 - mmdet - INFO - Epoch [5][4100/13711] lr: 1.000e-04, eta: 1:07:55, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0114, loss_cls: 0.0620, acc: 97.5302, loss_bbox: 0.0251, loss: 0.1079, grad_norm: 2.4037 2024-01-29 20:20:53,543 - mmdet - INFO - Epoch [5][4150/13711] lr: 1.000e-04, eta: 1:07:45, time: 0.158, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0101, loss_cls: 0.0603, acc: 97.5588, loss_bbox: 0.0245, loss: 0.1022, grad_norm: 2.4115 2024-01-29 20:21:01,368 - mmdet - INFO - Epoch [5][4200/13711] lr: 1.000e-04, eta: 1:07:35, time: 0.156, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0100, loss_cls: 0.0585, acc: 97.5998, loss_bbox: 0.0238, loss: 0.1001, grad_norm: 2.3413 2024-01-29 20:21:09,265 - mmdet - INFO - Epoch [5][4250/13711] lr: 1.000e-04, eta: 1:07:25, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0107, loss_cls: 0.0608, acc: 97.6357, loss_bbox: 0.0225, loss: 0.1014, grad_norm: 2.3056 2024-01-29 20:21:17,372 - mmdet - INFO - Epoch [5][4300/13711] lr: 1.000e-04, eta: 1:07:16, time: 0.162, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0089, loss_rpn_bbox: 0.0114, loss_cls: 0.0602, acc: 97.5726, loss_bbox: 0.0247, loss: 0.1052, grad_norm: 2.4150 2024-01-29 20:21:26,033 - mmdet - INFO - Epoch [5][4350/13711] lr: 1.000e-04, eta: 1:07:07, time: 0.173, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0114, loss_cls: 0.0647, acc: 97.5355, loss_bbox: 0.0280, loss: 0.1159, grad_norm: 2.6475 2024-01-29 20:21:34,224 - mmdet - INFO - Epoch [5][4400/13711] lr: 1.000e-04, eta: 1:06:57, time: 0.164, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0108, loss_cls: 0.0580, acc: 97.6678, loss_bbox: 0.0233, loss: 0.1003, grad_norm: 2.4064 2024-01-29 20:21:42,326 - mmdet - INFO - Epoch [5][4450/13711] lr: 1.000e-04, eta: 1:06:48, time: 0.162, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0104, loss_cls: 0.0659, acc: 97.3638, loss_bbox: 0.0273, loss: 0.1129, grad_norm: 2.5764 2024-01-29 20:21:50,284 - mmdet - INFO - Epoch [5][4500/13711] lr: 1.000e-04, eta: 1:06:38, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0103, loss_cls: 0.0621, acc: 97.4870, loss_bbox: 0.0258, loss: 0.1057, grad_norm: 2.3414 2024-01-29 20:21:58,208 - mmdet - INFO - Epoch [5][4550/13711] lr: 1.000e-04, eta: 1:06:28, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0114, loss_cls: 0.0609, acc: 97.4697, loss_bbox: 0.0267, loss: 0.1083, grad_norm: 2.4172 2024-01-29 20:22:06,217 - mmdet - INFO - Epoch [5][4600/13711] lr: 1.000e-04, eta: 1:06:19, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0101, loss_cls: 0.0602, acc: 97.6173, loss_bbox: 0.0240, loss: 0.1042, grad_norm: 2.4980 2024-01-29 20:22:14,388 - mmdet - INFO - Epoch [5][4650/13711] lr: 1.000e-04, eta: 1:06:09, time: 0.163, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0110, loss_cls: 0.0542, acc: 97.8486, loss_bbox: 0.0206, loss: 0.0933, grad_norm: 2.2837 2024-01-29 20:22:22,739 - mmdet - INFO - Epoch [5][4700/13711] lr: 1.000e-04, eta: 1:06:00, time: 0.167, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0111, loss_cls: 0.0587, acc: 97.6991, loss_bbox: 0.0227, loss: 0.1005, grad_norm: 2.5024 2024-01-29 20:22:30,959 - mmdet - INFO - Epoch [5][4750/13711] lr: 1.000e-04, eta: 1:05:51, time: 0.164, data_time: 0.016, memory: 5302, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0115, loss_cls: 0.0607, acc: 97.5985, loss_bbox: 0.0238, loss: 0.1043, grad_norm: 2.4423 2024-01-29 20:22:39,151 - mmdet - INFO - Epoch [5][4800/13711] lr: 1.000e-04, eta: 1:05:42, time: 0.164, data_time: 0.016, memory: 5302, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0108, loss_cls: 0.0683, acc: 97.3267, loss_bbox: 0.0254, loss: 0.1141, grad_norm: 2.6188 2024-01-29 20:22:47,465 - mmdet - INFO - Epoch [5][4850/13711] lr: 1.000e-04, eta: 1:05:32, time: 0.166, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0123, loss_cls: 0.0567, acc: 97.7246, loss_bbox: 0.0226, loss: 0.0993, grad_norm: 2.2942 2024-01-29 20:22:55,961 - mmdet - INFO - Epoch [5][4900/13711] lr: 1.000e-04, eta: 1:05:23, time: 0.170, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0108, loss_cls: 0.0585, acc: 97.6327, loss_bbox: 0.0233, loss: 0.1020, grad_norm: 2.4107 2024-01-29 20:23:04,128 - mmdet - INFO - Epoch [5][4950/13711] lr: 1.000e-04, eta: 1:05:14, time: 0.163, data_time: 0.016, memory: 5302, loss_rpn_cls: 0.0084, loss_rpn_bbox: 0.0111, loss_cls: 0.0574, acc: 97.6674, loss_bbox: 0.0241, loss: 0.1010, grad_norm: 2.3499 2024-01-29 20:23:12,038 - mmdet - INFO - Epoch [5][5000/13711] lr: 1.000e-04, eta: 1:05:04, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0123, loss_cls: 0.0583, acc: 97.6733, loss_bbox: 0.0252, loss: 0.1060, grad_norm: 2.5757 2024-01-29 20:23:20,125 - mmdet - INFO - Epoch [5][5050/13711] lr: 1.000e-04, eta: 1:04:55, time: 0.162, data_time: 0.016, memory: 5302, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0110, loss_cls: 0.0562, acc: 97.7722, loss_bbox: 0.0216, loss: 0.0969, grad_norm: 2.2445 2024-01-29 20:23:28,145 - mmdet - INFO - Epoch [5][5100/13711] lr: 1.000e-04, eta: 1:04:45, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0107, loss_cls: 0.0591, acc: 97.5982, loss_bbox: 0.0231, loss: 0.1027, grad_norm: 2.4429 2024-01-29 20:23:36,140 - mmdet - INFO - Epoch [5][5150/13711] lr: 1.000e-04, eta: 1:04:36, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0119, loss_cls: 0.0620, acc: 97.4513, loss_bbox: 0.0237, loss: 0.1040, grad_norm: 2.5963 2024-01-29 20:23:44,391 - mmdet - INFO - Epoch [5][5200/13711] lr: 1.000e-04, eta: 1:04:27, time: 0.165, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0120, loss_cls: 0.0663, acc: 97.3785, loss_bbox: 0.0266, loss: 0.1141, grad_norm: 2.5795 2024-01-29 20:23:52,443 - mmdet - INFO - Epoch [5][5250/13711] lr: 1.000e-04, eta: 1:04:17, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0103, loss_cls: 0.0652, acc: 97.3759, loss_bbox: 0.0275, loss: 0.1160, grad_norm: 2.6820 2024-01-29 20:24:00,468 - mmdet - INFO - Epoch [5][5300/13711] lr: 1.000e-04, eta: 1:04:08, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0114, loss_cls: 0.0607, acc: 97.6259, loss_bbox: 0.0249, loss: 0.1063, grad_norm: 2.3980 2024-01-29 20:24:08,528 - mmdet - INFO - Epoch [5][5350/13711] lr: 1.000e-04, eta: 1:03:58, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0104, loss_cls: 0.0558, acc: 97.7709, loss_bbox: 0.0231, loss: 0.0973, grad_norm: 2.3779 2024-01-29 20:24:16,651 - mmdet - INFO - Epoch [5][5400/13711] lr: 1.000e-04, eta: 1:03:49, time: 0.162, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0097, loss_cls: 0.0596, acc: 97.6128, loss_bbox: 0.0244, loss: 0.1015, grad_norm: 2.4598 2024-01-29 20:24:24,685 - mmdet - INFO - Epoch [5][5450/13711] lr: 1.000e-04, eta: 1:03:39, time: 0.161, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0126, loss_cls: 0.0570, acc: 97.6348, loss_bbox: 0.0231, loss: 0.1027, grad_norm: 2.3403 2024-01-29 20:24:32,747 - mmdet - INFO - Epoch [5][5500/13711] lr: 1.000e-04, eta: 1:03:30, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0107, loss_cls: 0.0619, acc: 97.5100, loss_bbox: 0.0246, loss: 0.1070, grad_norm: 2.5179 2024-01-29 20:24:40,676 - mmdet - INFO - Epoch [5][5550/13711] lr: 1.000e-04, eta: 1:03:20, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0110, loss_rpn_bbox: 0.0135, loss_cls: 0.0670, acc: 97.3090, loss_bbox: 0.0281, loss: 0.1196, grad_norm: 2.7348 2024-01-29 20:24:48,549 - mmdet - INFO - Epoch [5][5600/13711] lr: 1.000e-04, eta: 1:03:11, time: 0.157, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0119, loss_cls: 0.0581, acc: 97.7592, loss_bbox: 0.0235, loss: 0.1024, grad_norm: 2.5727 2024-01-29 20:24:56,747 - mmdet - INFO - Epoch [5][5650/13711] lr: 1.000e-04, eta: 1:03:02, time: 0.164, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0071, loss_rpn_bbox: 0.0127, loss_cls: 0.0591, acc: 97.5972, loss_bbox: 0.0241, loss: 0.1031, grad_norm: 2.4617 2024-01-29 20:25:04,799 - mmdet - INFO - Epoch [5][5700/13711] lr: 1.000e-04, eta: 1:02:52, time: 0.161, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0114, loss_cls: 0.0612, acc: 97.5570, loss_bbox: 0.0248, loss: 0.1062, grad_norm: 2.5101 2024-01-29 20:25:13,068 - mmdet - INFO - Epoch [5][5750/13711] lr: 1.000e-04, eta: 1:02:43, time: 0.165, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0115, loss_cls: 0.0633, acc: 97.4991, loss_bbox: 0.0248, loss: 0.1096, grad_norm: 2.4777 2024-01-29 20:25:20,958 - mmdet - INFO - Epoch [5][5800/13711] lr: 1.000e-04, eta: 1:02:33, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0098, loss_cls: 0.0625, acc: 97.5672, loss_bbox: 0.0261, loss: 0.1072, grad_norm: 2.4689 2024-01-29 20:25:28,854 - mmdet - INFO - Epoch [5][5850/13711] lr: 1.000e-04, eta: 1:02:24, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0098, loss_cls: 0.0603, acc: 97.5597, loss_bbox: 0.0253, loss: 0.1034, grad_norm: 2.5286 2024-01-29 20:25:36,791 - mmdet - INFO - Epoch [5][5900/13711] lr: 1.000e-04, eta: 1:02:14, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0125, loss_cls: 0.0567, acc: 97.7254, loss_bbox: 0.0238, loss: 0.1023, grad_norm: 2.4315 2024-01-29 20:25:44,806 - mmdet - INFO - Epoch [5][5950/13711] lr: 1.000e-04, eta: 1:02:05, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0071, loss_rpn_bbox: 0.0118, loss_cls: 0.0593, acc: 97.6310, loss_bbox: 0.0258, loss: 0.1040, grad_norm: 2.3905 2024-01-29 20:25:52,705 - mmdet - INFO - Epoch [5][6000/13711] lr: 1.000e-04, eta: 1:01:56, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0109, loss_cls: 0.0606, acc: 97.5317, loss_bbox: 0.0263, loss: 0.1082, grad_norm: 2.5414 2024-01-29 20:26:00,638 - mmdet - INFO - Epoch [5][6050/13711] lr: 1.000e-04, eta: 1:01:46, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0120, loss_rpn_bbox: 0.0108, loss_cls: 0.0639, acc: 97.4583, loss_bbox: 0.0261, loss: 0.1128, grad_norm: 2.5067 2024-01-29 20:26:08,562 - mmdet - INFO - Epoch [5][6100/13711] lr: 1.000e-04, eta: 1:01:37, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0114, loss_cls: 0.0612, acc: 97.4721, loss_bbox: 0.0245, loss: 0.1058, grad_norm: 2.4344 2024-01-29 20:26:16,534 - mmdet - INFO - Epoch [5][6150/13711] lr: 1.000e-04, eta: 1:01:27, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0106, loss_cls: 0.0649, acc: 97.4011, loss_bbox: 0.0262, loss: 0.1125, grad_norm: 2.5389 2024-01-29 20:26:24,539 - mmdet - INFO - Epoch [5][6200/13711] lr: 1.000e-04, eta: 1:01:18, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0089, loss_rpn_bbox: 0.0130, loss_cls: 0.0622, acc: 97.4600, loss_bbox: 0.0263, loss: 0.1104, grad_norm: 2.4630 2024-01-29 20:26:32,883 - mmdet - INFO - Epoch [5][6250/13711] lr: 1.000e-04, eta: 1:01:09, time: 0.167, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0109, loss_cls: 0.0535, acc: 97.8315, loss_bbox: 0.0227, loss: 0.0935, grad_norm: 2.3645 2024-01-29 20:26:41,015 - mmdet - INFO - Epoch [5][6300/13711] lr: 1.000e-04, eta: 1:01:00, time: 0.163, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0104, loss_cls: 0.0618, acc: 97.6559, loss_bbox: 0.0244, loss: 0.1060, grad_norm: 2.4466 2024-01-29 20:26:48,953 - mmdet - INFO - Epoch [5][6350/13711] lr: 1.000e-04, eta: 1:00:50, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0110, loss_cls: 0.0644, acc: 97.4342, loss_bbox: 0.0280, loss: 0.1144, grad_norm: 2.6217 2024-01-29 20:26:57,210 - mmdet - INFO - Epoch [5][6400/13711] lr: 1.000e-04, eta: 1:00:41, time: 0.165, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0103, loss_cls: 0.0597, acc: 97.6565, loss_bbox: 0.0247, loss: 0.1037, grad_norm: 2.4240 2024-01-29 20:27:05,255 - mmdet - INFO - Epoch [5][6450/13711] lr: 1.000e-04, eta: 1:00:32, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0105, loss_cls: 0.0543, acc: 97.8208, loss_bbox: 0.0221, loss: 0.0945, grad_norm: 2.3642 2024-01-29 20:27:13,369 - mmdet - INFO - Epoch [5][6500/13711] lr: 1.000e-04, eta: 1:00:22, time: 0.162, data_time: 0.016, memory: 5302, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0117, loss_cls: 0.0590, acc: 97.6981, loss_bbox: 0.0228, loss: 0.1028, grad_norm: 2.5340 2024-01-29 20:27:21,305 - mmdet - INFO - Epoch [5][6550/13711] lr: 1.000e-04, eta: 1:00:13, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0089, loss_rpn_bbox: 0.0113, loss_cls: 0.0612, acc: 97.5233, loss_bbox: 0.0265, loss: 0.1079, grad_norm: 2.4724 2024-01-29 20:27:29,366 - mmdet - INFO - Epoch [5][6600/13711] lr: 1.000e-04, eta: 1:00:04, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0111, loss_cls: 0.0612, acc: 97.6100, loss_bbox: 0.0245, loss: 0.1046, grad_norm: 2.3358 2024-01-29 20:27:37,261 - mmdet - INFO - Epoch [5][6650/13711] lr: 1.000e-04, eta: 0:59:54, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0105, loss_cls: 0.0575, acc: 97.7006, loss_bbox: 0.0238, loss: 0.1005, grad_norm: 2.2940 2024-01-29 20:27:45,320 - mmdet - INFO - Epoch [5][6700/13711] lr: 1.000e-04, eta: 0:59:45, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0089, loss_rpn_bbox: 0.0123, loss_cls: 0.0536, acc: 97.7944, loss_bbox: 0.0210, loss: 0.0958, grad_norm: 2.4766 2024-01-29 20:27:53,272 - mmdet - INFO - Epoch [5][6750/13711] lr: 1.000e-04, eta: 0:59:36, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0115, loss_cls: 0.0659, acc: 97.3362, loss_bbox: 0.0297, loss: 0.1168, grad_norm: 2.5899 2024-01-29 20:28:01,635 - mmdet - INFO - Epoch [5][6800/13711] lr: 1.000e-04, eta: 0:59:27, time: 0.167, data_time: 0.016, memory: 5302, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0108, loss_cls: 0.0645, acc: 97.3642, loss_bbox: 0.0262, loss: 0.1129, grad_norm: 2.6819 2024-01-29 20:28:09,671 - mmdet - INFO - Epoch [5][6850/13711] lr: 1.000e-04, eta: 0:59:18, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0124, loss_cls: 0.0617, acc: 97.5694, loss_bbox: 0.0264, loss: 0.1085, grad_norm: 2.4154 2024-01-29 20:28:17,705 - mmdet - INFO - Epoch [5][6900/13711] lr: 1.000e-04, eta: 0:59:08, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0110, loss_cls: 0.0584, acc: 97.5738, loss_bbox: 0.0233, loss: 0.1003, grad_norm: 2.4386 2024-01-29 20:28:25,968 - mmdet - INFO - Epoch [5][6950/13711] lr: 1.000e-04, eta: 0:58:59, time: 0.165, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0126, loss_cls: 0.0571, acc: 97.6849, loss_bbox: 0.0255, loss: 0.1044, grad_norm: 2.4788 2024-01-29 20:28:34,332 - mmdet - INFO - Epoch [5][7000/13711] lr: 1.000e-04, eta: 0:58:50, time: 0.167, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0118, loss_cls: 0.0635, acc: 97.4558, loss_bbox: 0.0247, loss: 0.1086, grad_norm: 2.6302 2024-01-29 20:28:42,827 - mmdet - INFO - Epoch [5][7050/13711] lr: 1.000e-04, eta: 0:58:42, time: 0.170, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0114, loss_cls: 0.0605, acc: 97.6288, loss_bbox: 0.0239, loss: 0.1037, grad_norm: 2.5819 2024-01-29 20:28:51,057 - mmdet - INFO - Epoch [5][7100/13711] lr: 1.000e-04, eta: 0:58:33, time: 0.165, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0104, loss_cls: 0.0591, acc: 97.6051, loss_bbox: 0.0255, loss: 0.1049, grad_norm: 2.5375 2024-01-29 20:28:59,076 - mmdet - INFO - Epoch [5][7150/13711] lr: 1.000e-04, eta: 0:58:23, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0106, loss_cls: 0.0576, acc: 97.7005, loss_bbox: 0.0243, loss: 0.1022, grad_norm: 2.4026 2024-01-29 20:29:07,078 - mmdet - INFO - Epoch [5][7200/13711] lr: 1.000e-04, eta: 0:58:14, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0120, loss_cls: 0.0594, acc: 97.5871, loss_bbox: 0.0238, loss: 0.1061, grad_norm: 2.5667 2024-01-29 20:29:15,019 - mmdet - INFO - Epoch [5][7250/13711] lr: 1.000e-04, eta: 0:58:05, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0122, loss_cls: 0.0566, acc: 97.7755, loss_bbox: 0.0214, loss: 0.0977, grad_norm: 2.3930 2024-01-29 20:29:22,994 - mmdet - INFO - Epoch [5][7300/13711] lr: 1.000e-04, eta: 0:57:55, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0110, loss_rpn_bbox: 0.0102, loss_cls: 0.0600, acc: 97.7226, loss_bbox: 0.0245, loss: 0.1057, grad_norm: 2.5620 2024-01-29 20:29:30,854 - mmdet - INFO - Epoch [5][7350/13711] lr: 1.000e-04, eta: 0:57:46, time: 0.157, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0112, loss_cls: 0.0577, acc: 97.6414, loss_bbox: 0.0239, loss: 0.1040, grad_norm: 2.4010 2024-01-29 20:29:38,820 - mmdet - INFO - Epoch [5][7400/13711] lr: 1.000e-04, eta: 0:57:37, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0117, loss_cls: 0.0645, acc: 97.4356, loss_bbox: 0.0279, loss: 0.1129, grad_norm: 2.6503 2024-01-29 20:29:46,812 - mmdet - INFO - Epoch [5][7450/13711] lr: 1.000e-04, eta: 0:57:28, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0120, loss_cls: 0.0628, acc: 97.4183, loss_bbox: 0.0263, loss: 0.1098, grad_norm: 2.4830 2024-01-29 20:29:54,830 - mmdet - INFO - Epoch [5][7500/13711] lr: 1.000e-04, eta: 0:57:18, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0118, loss_cls: 0.0582, acc: 97.6660, loss_bbox: 0.0241, loss: 0.1044, grad_norm: 2.3972 2024-01-29 20:30:02,719 - mmdet - INFO - Epoch [5][7550/13711] lr: 1.000e-04, eta: 0:57:09, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0101, loss_cls: 0.0604, acc: 97.5780, loss_bbox: 0.0259, loss: 0.1060, grad_norm: 2.5507 2024-01-29 20:30:10,563 - mmdet - INFO - Epoch [5][7600/13711] lr: 1.000e-04, eta: 0:57:00, time: 0.157, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0117, loss_cls: 0.0616, acc: 97.5708, loss_bbox: 0.0250, loss: 0.1082, grad_norm: 2.7124 2024-01-29 20:30:18,614 - mmdet - INFO - Epoch [5][7650/13711] lr: 1.000e-04, eta: 0:56:50, time: 0.161, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0109, loss_cls: 0.0599, acc: 97.6615, loss_bbox: 0.0244, loss: 0.1031, grad_norm: 2.3319 2024-01-29 20:30:26,469 - mmdet - INFO - Epoch [5][7700/13711] lr: 1.000e-04, eta: 0:56:41, time: 0.157, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0104, loss_cls: 0.0605, acc: 97.5680, loss_bbox: 0.0256, loss: 0.1049, grad_norm: 2.4512 2024-01-29 20:30:34,469 - mmdet - INFO - Epoch [5][7750/13711] lr: 1.000e-04, eta: 0:56:32, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0123, loss_rpn_bbox: 0.0123, loss_cls: 0.0589, acc: 97.6457, loss_bbox: 0.0235, loss: 0.1071, grad_norm: 2.5598 2024-01-29 20:30:42,380 - mmdet - INFO - Epoch [5][7800/13711] lr: 1.000e-04, eta: 0:56:23, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0128, loss_cls: 0.0600, acc: 97.5627, loss_bbox: 0.0235, loss: 0.1036, grad_norm: 2.4917 2024-01-29 20:30:50,190 - mmdet - INFO - Epoch [5][7850/13711] lr: 1.000e-04, eta: 0:56:13, time: 0.156, data_time: 0.016, memory: 5302, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0101, loss_cls: 0.0534, acc: 97.8038, loss_bbox: 0.0220, loss: 0.0921, grad_norm: 2.0378 2024-01-29 20:30:58,351 - mmdet - INFO - Epoch [5][7900/13711] lr: 1.000e-04, eta: 0:56:04, time: 0.163, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0069, loss_rpn_bbox: 0.0123, loss_cls: 0.0572, acc: 97.7251, loss_bbox: 0.0238, loss: 0.1002, grad_norm: 2.4569 2024-01-29 20:31:06,406 - mmdet - INFO - Epoch [5][7950/13711] lr: 1.000e-04, eta: 0:55:55, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0119, loss_cls: 0.0595, acc: 97.5920, loss_bbox: 0.0244, loss: 0.1062, grad_norm: 2.4603 2024-01-29 20:31:14,607 - mmdet - INFO - Epoch [5][8000/13711] lr: 1.000e-04, eta: 0:55:46, time: 0.164, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0071, loss_rpn_bbox: 0.0107, loss_cls: 0.0582, acc: 97.7023, loss_bbox: 0.0248, loss: 0.1009, grad_norm: 2.4608 2024-01-29 20:31:22,695 - mmdet - INFO - Epoch [5][8050/13711] lr: 1.000e-04, eta: 0:55:37, time: 0.162, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0116, loss_cls: 0.0580, acc: 97.6205, loss_bbox: 0.0231, loss: 0.1010, grad_norm: 2.2899 2024-01-29 20:31:30,849 - mmdet - INFO - Epoch [5][8100/13711] lr: 1.000e-04, eta: 0:55:28, time: 0.163, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0125, loss_cls: 0.0632, acc: 97.4640, loss_bbox: 0.0280, loss: 0.1139, grad_norm: 2.5285 2024-01-29 20:31:38,859 - mmdet - INFO - Epoch [5][8150/13711] lr: 1.000e-04, eta: 0:55:19, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0118, loss_cls: 0.0650, acc: 97.4068, loss_bbox: 0.0257, loss: 0.1108, grad_norm: 2.7070 2024-01-29 20:31:46,769 - mmdet - INFO - Epoch [5][8200/13711] lr: 1.000e-04, eta: 0:55:10, time: 0.158, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0099, loss_cls: 0.0619, acc: 97.4988, loss_bbox: 0.0261, loss: 0.1079, grad_norm: 2.5232 2024-01-29 20:31:54,613 - mmdet - INFO - Epoch [5][8250/13711] lr: 1.000e-04, eta: 0:55:00, time: 0.157, data_time: 0.012, memory: 5302, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0129, loss_cls: 0.0582, acc: 97.6454, loss_bbox: 0.0243, loss: 0.1064, grad_norm: 2.6228 2024-01-29 20:32:02,233 - mmdet - INFO - Epoch [5][8300/13711] lr: 1.000e-04, eta: 0:54:51, time: 0.152, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0119, loss_cls: 0.0585, acc: 97.6117, loss_bbox: 0.0231, loss: 0.1025, grad_norm: 2.6620 2024-01-29 20:32:10,244 - mmdet - INFO - Epoch [5][8350/13711] lr: 1.000e-04, eta: 0:54:42, time: 0.160, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0114, loss_cls: 0.0588, acc: 97.6125, loss_bbox: 0.0247, loss: 0.1021, grad_norm: 2.3962 2024-01-29 20:32:18,291 - mmdet - INFO - Epoch [5][8400/13711] lr: 1.000e-04, eta: 0:54:33, time: 0.161, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0123, loss_cls: 0.0656, acc: 97.4147, loss_bbox: 0.0256, loss: 0.1131, grad_norm: 2.5381 2024-01-29 20:32:26,487 - mmdet - INFO - Epoch [5][8450/13711] lr: 1.000e-04, eta: 0:54:24, time: 0.164, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0098, loss_cls: 0.0569, acc: 97.7349, loss_bbox: 0.0234, loss: 0.0964, grad_norm: 2.3458 2024-01-29 20:32:34,655 - mmdet - INFO - Epoch [5][8500/13711] lr: 1.000e-04, eta: 0:54:15, time: 0.163, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0116, loss_cls: 0.0614, acc: 97.5940, loss_bbox: 0.0258, loss: 0.1071, grad_norm: 2.6152 2024-01-29 20:32:42,740 - mmdet - INFO - Epoch [5][8550/13711] lr: 1.000e-04, eta: 0:54:06, time: 0.162, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0132, loss_cls: 0.0573, acc: 97.6908, loss_bbox: 0.0245, loss: 0.1078, grad_norm: 2.4457 2024-01-29 20:32:50,701 - mmdet - INFO - Epoch [5][8600/13711] lr: 1.000e-04, eta: 0:53:57, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0101, loss_rpn_bbox: 0.0101, loss_cls: 0.0645, acc: 97.4594, loss_bbox: 0.0267, loss: 0.1114, grad_norm: 2.5699 2024-01-29 20:32:58,691 - mmdet - INFO - Epoch [5][8650/13711] lr: 1.000e-04, eta: 0:53:48, time: 0.160, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0114, loss_cls: 0.0604, acc: 97.6298, loss_bbox: 0.0254, loss: 0.1088, grad_norm: 2.6044 2024-01-29 20:33:06,700 - mmdet - INFO - Epoch [5][8700/13711] lr: 1.000e-04, eta: 0:53:38, time: 0.160, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0098, loss_cls: 0.0522, acc: 97.9398, loss_bbox: 0.0209, loss: 0.0897, grad_norm: 2.0795 2024-01-29 20:33:14,530 - mmdet - INFO - Epoch [5][8750/13711] lr: 1.000e-04, eta: 0:53:29, time: 0.157, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0109, loss_cls: 0.0587, acc: 97.6531, loss_bbox: 0.0239, loss: 0.1028, grad_norm: 2.4178 2024-01-29 20:33:22,867 - mmdet - INFO - Epoch [5][8800/13711] lr: 1.000e-04, eta: 0:53:20, time: 0.167, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0112, loss_cls: 0.0591, acc: 97.5937, loss_bbox: 0.0239, loss: 0.1034, grad_norm: 2.4971 2024-01-29 20:33:30,736 - mmdet - INFO - Epoch [5][8850/13711] lr: 1.000e-04, eta: 0:53:11, time: 0.157, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0119, loss_cls: 0.0656, acc: 97.3520, loss_bbox: 0.0295, loss: 0.1179, grad_norm: 2.7473 2024-01-29 20:33:38,759 - mmdet - INFO - Epoch [5][8900/13711] lr: 1.000e-04, eta: 0:53:02, time: 0.160, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0122, loss_cls: 0.0675, acc: 97.3067, loss_bbox: 0.0244, loss: 0.1144, grad_norm: 2.8138 2024-01-29 20:33:46,627 - mmdet - INFO - Epoch [5][8950/13711] lr: 1.000e-04, eta: 0:52:53, time: 0.157, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0150, loss_cls: 0.0651, acc: 97.3985, loss_bbox: 0.0257, loss: 0.1146, grad_norm: 2.5775 2024-01-29 20:33:54,323 - mmdet - INFO - Epoch [5][9000/13711] lr: 1.000e-04, eta: 0:52:44, time: 0.154, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0111, loss_cls: 0.0597, acc: 97.6810, loss_bbox: 0.0233, loss: 0.1046, grad_norm: 2.4692 2024-01-29 20:34:02,095 - mmdet - INFO - Epoch [5][9050/13711] lr: 1.000e-04, eta: 0:52:34, time: 0.155, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0107, loss_cls: 0.0607, acc: 97.6424, loss_bbox: 0.0231, loss: 0.1022, grad_norm: 2.5296 2024-01-29 20:34:09,919 - mmdet - INFO - Epoch [5][9100/13711] lr: 1.000e-04, eta: 0:52:25, time: 0.156, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0123, loss_cls: 0.0567, acc: 97.7186, loss_bbox: 0.0232, loss: 0.1029, grad_norm: 2.6701 2024-01-29 20:34:17,849 - mmdet - INFO - Epoch [5][9150/13711] lr: 1.000e-04, eta: 0:52:16, time: 0.159, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0114, loss_cls: 0.0636, acc: 97.4672, loss_bbox: 0.0261, loss: 0.1128, grad_norm: 2.6566 2024-01-29 20:34:26,007 - mmdet - INFO - Epoch [5][9200/13711] lr: 1.000e-04, eta: 0:52:07, time: 0.163, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0103, loss_cls: 0.0532, acc: 97.9075, loss_bbox: 0.0210, loss: 0.0928, grad_norm: 2.3062 2024-01-29 20:34:33,807 - mmdet - INFO - Epoch [5][9250/13711] lr: 1.000e-04, eta: 0:51:58, time: 0.156, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0116, loss_cls: 0.0596, acc: 97.6164, loss_bbox: 0.0252, loss: 0.1042, grad_norm: 2.5759 2024-01-29 20:34:41,943 - mmdet - INFO - Epoch [5][9300/13711] lr: 1.000e-04, eta: 0:51:49, time: 0.163, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0116, loss_cls: 0.0632, acc: 97.4143, loss_bbox: 0.0257, loss: 0.1144, grad_norm: 2.5615 2024-01-29 20:34:49,867 - mmdet - INFO - Epoch [5][9350/13711] lr: 1.000e-04, eta: 0:51:40, time: 0.159, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0108, loss_cls: 0.0600, acc: 97.5535, loss_bbox: 0.0245, loss: 0.1053, grad_norm: 2.5108 2024-01-29 20:34:57,605 - mmdet - INFO - Epoch [5][9400/13711] lr: 1.000e-04, eta: 0:51:31, time: 0.155, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0105, loss_rpn_bbox: 0.0095, loss_cls: 0.0596, acc: 97.6587, loss_bbox: 0.0233, loss: 0.1030, grad_norm: 2.5822 2024-01-29 20:35:05,376 - mmdet - INFO - Epoch [5][9450/13711] lr: 1.000e-04, eta: 0:51:22, time: 0.155, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0110, loss_cls: 0.0560, acc: 97.8011, loss_bbox: 0.0225, loss: 0.0981, grad_norm: 2.3805 2024-01-29 20:35:13,560 - mmdet - INFO - Epoch [5][9500/13711] lr: 1.000e-04, eta: 0:51:13, time: 0.164, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0124, loss_cls: 0.0632, acc: 97.5114, loss_bbox: 0.0249, loss: 0.1151, grad_norm: 2.5631 2024-01-29 20:35:21,442 - mmdet - INFO - Epoch [5][9550/13711] lr: 1.000e-04, eta: 0:51:04, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0110, loss_cls: 0.0580, acc: 97.6668, loss_bbox: 0.0229, loss: 0.0993, grad_norm: 2.4782 2024-01-29 20:35:29,500 - mmdet - INFO - Epoch [5][9600/13711] lr: 1.000e-04, eta: 0:50:55, time: 0.161, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0119, loss_cls: 0.0609, acc: 97.5639, loss_bbox: 0.0255, loss: 0.1069, grad_norm: 2.4415 2024-01-29 20:35:37,674 - mmdet - INFO - Epoch [5][9650/13711] lr: 1.000e-04, eta: 0:50:46, time: 0.163, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0118, loss_cls: 0.0565, acc: 97.7495, loss_bbox: 0.0225, loss: 0.1001, grad_norm: 2.3478 2024-01-29 20:35:45,724 - mmdet - INFO - Epoch [5][9700/13711] lr: 1.000e-04, eta: 0:50:37, time: 0.161, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0116, loss_cls: 0.0634, acc: 97.4721, loss_bbox: 0.0261, loss: 0.1141, grad_norm: 2.4147 2024-01-29 20:35:53,934 - mmdet - INFO - Epoch [5][9750/13711] lr: 1.000e-04, eta: 0:50:28, time: 0.164, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0104, loss_cls: 0.0632, acc: 97.4664, loss_bbox: 0.0263, loss: 0.1081, grad_norm: 2.4506 2024-01-29 20:36:02,407 - mmdet - INFO - Epoch [5][9800/13711] lr: 1.000e-04, eta: 0:50:19, time: 0.169, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0114, loss_cls: 0.0572, acc: 97.6995, loss_bbox: 0.0219, loss: 0.0978, grad_norm: 2.3415 2024-01-29 20:36:10,543 - mmdet - INFO - Epoch [5][9850/13711] lr: 1.000e-04, eta: 0:50:10, time: 0.163, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0118, loss_cls: 0.0594, acc: 97.6152, loss_bbox: 0.0247, loss: 0.1050, grad_norm: 2.3047 2024-01-29 20:36:18,521 - mmdet - INFO - Epoch [5][9900/13711] lr: 1.000e-04, eta: 0:50:01, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0113, loss_cls: 0.0566, acc: 97.7583, loss_bbox: 0.0234, loss: 0.0990, grad_norm: 2.2893 2024-01-29 20:36:26,266 - mmdet - INFO - Epoch [5][9950/13711] lr: 1.000e-04, eta: 0:49:52, time: 0.155, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0112, loss_cls: 0.0568, acc: 97.7491, loss_bbox: 0.0225, loss: 0.0986, grad_norm: 2.4167 2024-01-29 20:36:34,265 - mmdet - INFO - Epoch [5][10000/13711] lr: 1.000e-04, eta: 0:49:43, time: 0.160, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0089, loss_rpn_bbox: 0.0100, loss_cls: 0.0561, acc: 97.7333, loss_bbox: 0.0230, loss: 0.0979, grad_norm: 2.4983 2024-01-29 20:36:42,247 - mmdet - INFO - Epoch [5][10050/13711] lr: 1.000e-04, eta: 0:49:34, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0089, loss_rpn_bbox: 0.0105, loss_cls: 0.0590, acc: 97.7264, loss_bbox: 0.0237, loss: 0.1021, grad_norm: 2.3810 2024-01-29 20:36:50,271 - mmdet - INFO - Epoch [5][10100/13711] lr: 1.000e-04, eta: 0:49:25, time: 0.160, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0101, loss_cls: 0.0567, acc: 97.7870, loss_bbox: 0.0227, loss: 0.0981, grad_norm: 2.3969 2024-01-29 20:36:58,144 - mmdet - INFO - Epoch [5][10150/13711] lr: 1.000e-04, eta: 0:49:16, time: 0.157, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0115, loss_cls: 0.0659, acc: 97.3932, loss_bbox: 0.0269, loss: 0.1147, grad_norm: 2.8168 2024-01-29 20:37:06,004 - mmdet - INFO - Epoch [5][10200/13711] lr: 1.000e-04, eta: 0:49:07, time: 0.157, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0105, loss_cls: 0.0591, acc: 97.6974, loss_bbox: 0.0235, loss: 0.1021, grad_norm: 2.3288 2024-01-29 20:37:14,185 - mmdet - INFO - Epoch [5][10250/13711] lr: 1.000e-04, eta: 0:48:58, time: 0.164, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0101, loss_rpn_bbox: 0.0116, loss_cls: 0.0596, acc: 97.7058, loss_bbox: 0.0251, loss: 0.1064, grad_norm: 2.4372 2024-01-29 20:37:22,367 - mmdet - INFO - Epoch [5][10300/13711] lr: 1.000e-04, eta: 0:48:49, time: 0.164, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0104, loss_cls: 0.0558, acc: 97.7205, loss_bbox: 0.0248, loss: 0.1009, grad_norm: 2.4066 2024-01-29 20:37:30,270 - mmdet - INFO - Epoch [5][10350/13711] lr: 1.000e-04, eta: 0:48:40, time: 0.158, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0126, loss_cls: 0.0593, acc: 97.6876, loss_bbox: 0.0229, loss: 0.1061, grad_norm: 2.5548 2024-01-29 20:37:38,308 - mmdet - INFO - Epoch [5][10400/13711] lr: 1.000e-04, eta: 0:48:32, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0113, loss_cls: 0.0594, acc: 97.5909, loss_bbox: 0.0240, loss: 0.1026, grad_norm: 2.2861 2024-01-29 20:37:46,344 - mmdet - INFO - Epoch [5][10450/13711] lr: 1.000e-04, eta: 0:48:23, time: 0.161, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0139, loss_cls: 0.0599, acc: 97.5515, loss_bbox: 0.0242, loss: 0.1079, grad_norm: 2.6454 2024-01-29 20:37:54,092 - mmdet - INFO - Epoch [5][10500/13711] lr: 1.000e-04, eta: 0:48:14, time: 0.155, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0120, loss_cls: 0.0595, acc: 97.5920, loss_bbox: 0.0242, loss: 0.1049, grad_norm: 2.6456 2024-01-29 20:38:02,139 - mmdet - INFO - Epoch [5][10550/13711] lr: 1.000e-04, eta: 0:48:05, time: 0.161, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0124, loss_cls: 0.0563, acc: 97.7367, loss_bbox: 0.0230, loss: 0.0994, grad_norm: 2.4474 2024-01-29 20:38:09,888 - mmdet - INFO - Epoch [5][10600/13711] lr: 1.000e-04, eta: 0:47:56, time: 0.155, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0099, loss_cls: 0.0544, acc: 97.7879, loss_bbox: 0.0234, loss: 0.0966, grad_norm: 2.3026 2024-01-29 20:38:17,718 - mmdet - INFO - Epoch [5][10650/13711] lr: 1.000e-04, eta: 0:47:46, time: 0.157, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0116, loss_cls: 0.0625, acc: 97.5209, loss_bbox: 0.0256, loss: 0.1070, grad_norm: 2.6049 2024-01-29 20:38:25,558 - mmdet - INFO - Epoch [5][10700/13711] lr: 1.000e-04, eta: 0:47:37, time: 0.157, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0092, loss_cls: 0.0560, acc: 97.7568, loss_bbox: 0.0220, loss: 0.0968, grad_norm: 2.2787 2024-01-29 20:38:33,407 - mmdet - INFO - Epoch [5][10750/13711] lr: 1.000e-04, eta: 0:47:28, time: 0.157, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0069, loss_rpn_bbox: 0.0102, loss_cls: 0.0594, acc: 97.6682, loss_bbox: 0.0245, loss: 0.1009, grad_norm: 2.2958 2024-01-29 20:38:41,436 - mmdet - INFO - Epoch [5][10800/13711] lr: 1.000e-04, eta: 0:47:20, time: 0.161, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0092, loss_cls: 0.0549, acc: 97.7611, loss_bbox: 0.0226, loss: 0.0950, grad_norm: 2.3439 2024-01-29 20:38:49,406 - mmdet - INFO - Epoch [5][10850/13711] lr: 1.000e-04, eta: 0:47:11, time: 0.159, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0105, loss_cls: 0.0579, acc: 97.7468, loss_bbox: 0.0242, loss: 0.0995, grad_norm: 2.3825 2024-01-29 20:38:57,316 - mmdet - INFO - Epoch [5][10900/13711] lr: 1.000e-04, eta: 0:47:02, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0105, loss_cls: 0.0587, acc: 97.6848, loss_bbox: 0.0232, loss: 0.1003, grad_norm: 2.2748 2024-01-29 20:39:05,403 - mmdet - INFO - Epoch [5][10950/13711] lr: 1.000e-04, eta: 0:46:53, time: 0.162, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0120, loss_cls: 0.0548, acc: 97.8597, loss_bbox: 0.0216, loss: 0.0968, grad_norm: 2.4442 2024-01-29 20:39:13,653 - mmdet - INFO - Epoch [5][11000/13711] lr: 1.000e-04, eta: 0:46:44, time: 0.165, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0084, loss_rpn_bbox: 0.0101, loss_cls: 0.0590, acc: 97.6345, loss_bbox: 0.0248, loss: 0.1023, grad_norm: 2.3173 2024-01-29 20:39:21,594 - mmdet - INFO - Epoch [5][11050/13711] lr: 1.000e-04, eta: 0:46:35, time: 0.159, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0111, loss_cls: 0.0608, acc: 97.6205, loss_bbox: 0.0245, loss: 0.1072, grad_norm: 2.4488 2024-01-29 20:39:29,513 - mmdet - INFO - Epoch [5][11100/13711] lr: 1.000e-04, eta: 0:46:26, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0112, loss_cls: 0.0596, acc: 97.5705, loss_bbox: 0.0233, loss: 0.1021, grad_norm: 2.4687 2024-01-29 20:39:37,394 - mmdet - INFO - Epoch [5][11150/13711] lr: 1.000e-04, eta: 0:46:17, time: 0.158, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0106, loss_cls: 0.0567, acc: 97.7053, loss_bbox: 0.0220, loss: 0.0999, grad_norm: 2.5241 2024-01-29 20:39:45,443 - mmdet - INFO - Epoch [5][11200/13711] lr: 1.000e-04, eta: 0:46:08, time: 0.161, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0119, loss_cls: 0.0584, acc: 97.6632, loss_bbox: 0.0248, loss: 0.1031, grad_norm: 2.4280 2024-01-29 20:39:53,430 - mmdet - INFO - Epoch [5][11250/13711] lr: 1.000e-04, eta: 0:45:59, time: 0.160, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0124, loss_rpn_bbox: 0.0125, loss_cls: 0.0587, acc: 97.6976, loss_bbox: 0.0233, loss: 0.1070, grad_norm: 2.3952 2024-01-29 20:40:01,284 - mmdet - INFO - Epoch [5][11300/13711] lr: 1.000e-04, eta: 0:45:50, time: 0.157, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0123, loss_cls: 0.0586, acc: 97.6637, loss_bbox: 0.0240, loss: 0.1021, grad_norm: 2.6031 2024-01-29 20:40:09,375 - mmdet - INFO - Epoch [5][11350/13711] lr: 1.000e-04, eta: 0:45:42, time: 0.162, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0103, loss_cls: 0.0635, acc: 97.4678, loss_bbox: 0.0261, loss: 0.1074, grad_norm: 2.4312 2024-01-29 20:40:17,449 - mmdet - INFO - Epoch [5][11400/13711] lr: 1.000e-04, eta: 0:45:33, time: 0.161, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0102, loss_cls: 0.0548, acc: 97.8220, loss_bbox: 0.0225, loss: 0.0950, grad_norm: 2.2627 2024-01-29 20:40:25,356 - mmdet - INFO - Epoch [5][11450/13711] lr: 1.000e-04, eta: 0:45:24, time: 0.158, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0107, loss_cls: 0.0611, acc: 97.4480, loss_bbox: 0.0263, loss: 0.1055, grad_norm: 2.3689 2024-01-29 20:40:33,267 - mmdet - INFO - Epoch [5][11500/13711] lr: 1.000e-04, eta: 0:45:15, time: 0.158, data_time: 0.013, memory: 5302, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0118, loss_cls: 0.0604, acc: 97.5603, loss_bbox: 0.0252, loss: 0.1053, grad_norm: 2.4623 2024-01-29 20:40:41,189 - mmdet - INFO - Epoch [5][11550/13711] lr: 1.000e-04, eta: 0:45:06, time: 0.158, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0126, loss_cls: 0.0571, acc: 97.6977, loss_bbox: 0.0224, loss: 0.1000, grad_norm: 2.4948 2024-01-29 20:40:48,996 - mmdet - INFO - Epoch [5][11600/13711] lr: 1.000e-04, eta: 0:44:57, time: 0.156, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0106, loss_cls: 0.0671, acc: 97.3752, loss_bbox: 0.0276, loss: 0.1149, grad_norm: 2.6332 2024-01-29 20:40:56,836 - mmdet - INFO - Epoch [5][11650/13711] lr: 1.000e-04, eta: 0:44:48, time: 0.157, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0117, loss_cls: 0.0553, acc: 97.8010, loss_bbox: 0.0234, loss: 0.0977, grad_norm: 2.3362 2024-01-29 20:41:04,750 - mmdet - INFO - Epoch [5][11700/13711] lr: 1.000e-04, eta: 0:44:39, time: 0.158, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0114, loss_cls: 0.0534, acc: 97.8513, loss_bbox: 0.0228, loss: 0.0941, grad_norm: 2.2797 2024-01-29 20:41:12,571 - mmdet - INFO - Epoch [5][11750/13711] lr: 1.000e-04, eta: 0:44:30, time: 0.156, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0116, loss_cls: 0.0568, acc: 97.7651, loss_bbox: 0.0221, loss: 0.0997, grad_norm: 2.5563 2024-01-29 20:41:20,263 - mmdet - INFO - Epoch [5][11800/13711] lr: 1.000e-04, eta: 0:44:21, time: 0.154, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0107, loss_cls: 0.0599, acc: 97.5996, loss_bbox: 0.0257, loss: 0.1044, grad_norm: 2.4771 2024-01-29 20:41:27,898 - mmdet - INFO - Epoch [5][11850/13711] lr: 1.000e-04, eta: 0:44:12, time: 0.153, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0101, loss_rpn_bbox: 0.0112, loss_cls: 0.0622, acc: 97.6131, loss_bbox: 0.0260, loss: 0.1095, grad_norm: 2.6375 2024-01-29 20:41:35,547 - mmdet - INFO - Epoch [5][11900/13711] lr: 1.000e-04, eta: 0:44:03, time: 0.153, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0106, loss_cls: 0.0587, acc: 97.6467, loss_bbox: 0.0261, loss: 0.1049, grad_norm: 2.4198 2024-01-29 20:41:43,208 - mmdet - INFO - Epoch [5][11950/13711] lr: 1.000e-04, eta: 0:43:54, time: 0.153, data_time: 0.011, memory: 5302, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0092, loss_cls: 0.0639, acc: 97.5004, loss_bbox: 0.0244, loss: 0.1072, grad_norm: 2.5828 2024-01-29 20:41:51,155 - mmdet - INFO - Epoch [5][12000/13711] lr: 1.000e-04, eta: 0:43:45, time: 0.159, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0111, loss_cls: 0.0552, acc: 97.7583, loss_bbox: 0.0236, loss: 0.0978, grad_norm: 2.4150 2024-01-29 20:41:58,871 - mmdet - INFO - Epoch [5][12050/13711] lr: 1.000e-04, eta: 0:43:36, time: 0.154, data_time: 0.011, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0104, loss_cls: 0.0557, acc: 97.7791, loss_bbox: 0.0230, loss: 0.0971, grad_norm: 2.3448 2024-01-29 20:42:06,751 - mmdet - INFO - Epoch [5][12100/13711] lr: 1.000e-04, eta: 0:43:27, time: 0.158, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0105, loss_cls: 0.0571, acc: 97.6292, loss_bbox: 0.0226, loss: 0.0976, grad_norm: 2.3194 2024-01-29 20:42:14,509 - mmdet - INFO - Epoch [5][12150/13711] lr: 1.000e-04, eta: 0:43:18, time: 0.155, data_time: 0.011, memory: 5302, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0103, loss_cls: 0.0608, acc: 97.6079, loss_bbox: 0.0261, loss: 0.1062, grad_norm: 2.4148 2024-01-29 20:42:22,302 - mmdet - INFO - Epoch [5][12200/13711] lr: 1.000e-04, eta: 0:43:10, time: 0.156, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0121, loss_cls: 0.0589, acc: 97.6047, loss_bbox: 0.0244, loss: 0.1059, grad_norm: 2.6414 2024-01-29 20:42:30,105 - mmdet - INFO - Epoch [5][12250/13711] lr: 1.000e-04, eta: 0:43:01, time: 0.156, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0129, loss_cls: 0.0549, acc: 97.8141, loss_bbox: 0.0234, loss: 0.0991, grad_norm: 2.4083 2024-01-29 20:42:37,651 - mmdet - INFO - Epoch [5][12300/13711] lr: 1.000e-04, eta: 0:42:52, time: 0.151, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0108, loss_cls: 0.0598, acc: 97.6169, loss_bbox: 0.0248, loss: 0.1051, grad_norm: 2.6856 2024-01-29 20:42:45,176 - mmdet - INFO - Epoch [5][12350/13711] lr: 1.000e-04, eta: 0:42:42, time: 0.150, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0135, loss_cls: 0.0580, acc: 97.7309, loss_bbox: 0.0252, loss: 0.1056, grad_norm: 2.4714 2024-01-29 20:42:52,804 - mmdet - INFO - Epoch [5][12400/13711] lr: 1.000e-04, eta: 0:42:33, time: 0.153, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0118, loss_cls: 0.0566, acc: 97.7660, loss_bbox: 0.0237, loss: 0.1015, grad_norm: 2.3965 2024-01-29 20:43:00,777 - mmdet - INFO - Epoch [5][12450/13711] lr: 1.000e-04, eta: 0:42:25, time: 0.160, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0115, loss_cls: 0.0546, acc: 97.7514, loss_bbox: 0.0250, loss: 0.0973, grad_norm: 2.4209 2024-01-29 20:43:08,541 - mmdet - INFO - Epoch [5][12500/13711] lr: 1.000e-04, eta: 0:42:16, time: 0.155, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0106, loss_cls: 0.0588, acc: 97.6528, loss_bbox: 0.0248, loss: 0.1019, grad_norm: 2.3191 2024-01-29 20:43:16,094 - mmdet - INFO - Epoch [5][12550/13711] lr: 1.000e-04, eta: 0:42:07, time: 0.151, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0093, loss_cls: 0.0608, acc: 97.6422, loss_bbox: 0.0237, loss: 0.1042, grad_norm: 2.4937 2024-01-29 20:43:23,927 - mmdet - INFO - Epoch [5][12600/13711] lr: 1.000e-04, eta: 0:41:58, time: 0.157, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0103, loss_cls: 0.0557, acc: 97.7098, loss_bbox: 0.0207, loss: 0.0945, grad_norm: 2.2349 2024-01-29 20:43:31,788 - mmdet - INFO - Epoch [5][12650/13711] lr: 1.000e-04, eta: 0:41:49, time: 0.157, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0122, loss_cls: 0.0538, acc: 97.7852, loss_bbox: 0.0217, loss: 0.0957, grad_norm: 2.4275 2024-01-29 20:43:39,644 - mmdet - INFO - Epoch [5][12700/13711] lr: 1.000e-04, eta: 0:41:40, time: 0.157, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0118, loss_cls: 0.0559, acc: 97.7318, loss_bbox: 0.0231, loss: 0.0981, grad_norm: 2.1526 2024-01-29 20:43:47,829 - mmdet - INFO - Epoch [5][12750/13711] lr: 1.000e-04, eta: 0:41:31, time: 0.164, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0101, loss_cls: 0.0537, acc: 97.8384, loss_bbox: 0.0208, loss: 0.0939, grad_norm: 2.4354 2024-01-29 20:43:56,218 - mmdet - INFO - Epoch [5][12800/13711] lr: 1.000e-04, eta: 0:41:23, time: 0.168, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0139, loss_cls: 0.0616, acc: 97.5795, loss_bbox: 0.0246, loss: 0.1095, grad_norm: 2.7123 2024-01-29 20:44:04,531 - mmdet - INFO - Epoch [5][12850/13711] lr: 1.000e-04, eta: 0:41:14, time: 0.166, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0103, loss_cls: 0.0577, acc: 97.7070, loss_bbox: 0.0215, loss: 0.0995, grad_norm: 2.4663 2024-01-29 20:44:12,532 - mmdet - INFO - Epoch [5][12900/13711] lr: 1.000e-04, eta: 0:41:06, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0126, loss_cls: 0.0532, acc: 97.8795, loss_bbox: 0.0218, loss: 0.0964, grad_norm: 2.3510 2024-01-29 20:44:20,379 - mmdet - INFO - Epoch [5][12950/13711] lr: 1.000e-04, eta: 0:40:57, time: 0.157, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0107, loss_cls: 0.0553, acc: 97.7844, loss_bbox: 0.0240, loss: 0.0985, grad_norm: 2.3502 2024-01-29 20:44:28,125 - mmdet - INFO - Epoch [5][13000/13711] lr: 1.000e-04, eta: 0:40:48, time: 0.155, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0107, loss_cls: 0.0664, acc: 97.4266, loss_bbox: 0.0259, loss: 0.1140, grad_norm: 2.6919 2024-01-29 20:44:36,091 - mmdet - INFO - Epoch [5][13050/13711] lr: 1.000e-04, eta: 0:40:39, time: 0.159, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0098, loss_cls: 0.0538, acc: 97.8010, loss_bbox: 0.0213, loss: 0.0936, grad_norm: 2.4666 2024-01-29 20:44:44,050 - mmdet - INFO - Epoch [5][13100/13711] lr: 1.000e-04, eta: 0:40:30, time: 0.159, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0107, loss_cls: 0.0536, acc: 97.8865, loss_bbox: 0.0226, loss: 0.0949, grad_norm: 2.1484 2024-01-29 20:44:52,763 - mmdet - INFO - Epoch [5][13150/13711] lr: 1.000e-04, eta: 0:40:22, time: 0.174, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0099, loss_cls: 0.0549, acc: 97.7934, loss_bbox: 0.0245, loss: 0.0954, grad_norm: 2.1905 2024-01-29 20:45:00,663 - mmdet - INFO - Epoch [5][13200/13711] lr: 1.000e-04, eta: 0:40:13, time: 0.158, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0096, loss_cls: 0.0523, acc: 97.9317, loss_bbox: 0.0214, loss: 0.0898, grad_norm: 2.3542 2024-01-29 20:45:08,629 - mmdet - INFO - Epoch [5][13250/13711] lr: 1.000e-04, eta: 0:40:04, time: 0.159, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0095, loss_cls: 0.0554, acc: 97.7860, loss_bbox: 0.0236, loss: 0.0969, grad_norm: 2.3602 2024-01-29 20:45:16,408 - mmdet - INFO - Epoch [5][13300/13711] lr: 1.000e-04, eta: 0:39:56, time: 0.156, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0110, loss_cls: 0.0589, acc: 97.6715, loss_bbox: 0.0254, loss: 0.1044, grad_norm: 2.3088 2024-01-29 20:45:24,237 - mmdet - INFO - Epoch [5][13350/13711] lr: 1.000e-04, eta: 0:39:47, time: 0.157, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0093, loss_cls: 0.0596, acc: 97.6598, loss_bbox: 0.0250, loss: 0.1052, grad_norm: 2.3942 2024-01-29 20:45:31,988 - mmdet - INFO - Epoch [5][13400/13711] lr: 1.000e-04, eta: 0:39:38, time: 0.155, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0112, loss_cls: 0.0627, acc: 97.5077, loss_bbox: 0.0254, loss: 0.1096, grad_norm: 2.6620 2024-01-29 20:45:39,909 - mmdet - INFO - Epoch [5][13450/13711] lr: 1.000e-04, eta: 0:39:29, time: 0.158, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0104, loss_cls: 0.0575, acc: 97.7257, loss_bbox: 0.0216, loss: 0.0970, grad_norm: 2.3666 2024-01-29 20:45:47,988 - mmdet - INFO - Epoch [5][13500/13711] lr: 1.000e-04, eta: 0:39:20, time: 0.162, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0115, loss_cls: 0.0584, acc: 97.7146, loss_bbox: 0.0228, loss: 0.1020, grad_norm: 2.4846 2024-01-29 20:45:55,908 - mmdet - INFO - Epoch [5][13550/13711] lr: 1.000e-04, eta: 0:39:12, time: 0.158, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0116, loss_cls: 0.0650, acc: 97.4169, loss_bbox: 0.0275, loss: 0.1115, grad_norm: 2.5388 2024-01-29 20:46:04,140 - mmdet - INFO - Epoch [5][13600/13711] lr: 1.000e-04, eta: 0:39:03, time: 0.165, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0107, loss_cls: 0.0572, acc: 97.6943, loss_bbox: 0.0242, loss: 0.1007, grad_norm: 2.4961 2024-01-29 20:46:12,369 - mmdet - INFO - Epoch [5][13650/13711] lr: 1.000e-04, eta: 0:38:54, time: 0.165, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0093, loss_cls: 0.0580, acc: 97.6653, loss_bbox: 0.0233, loss: 0.0999, grad_norm: 2.3968 2024-01-29 20:46:20,215 - mmdet - INFO - Epoch [5][13700/13711] lr: 1.000e-04, eta: 0:38:46, time: 0.157, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0123, loss_cls: 0.0570, acc: 97.7381, loss_bbox: 0.0229, loss: 0.1082, grad_norm: 2.7670 2024-01-29 21:07:51,441 - mmdet - INFO - Exp name: mamba_r101_dc5_6x.py 2024-01-29 21:07:51,442 - mmdet - INFO - Epoch(val) [5][176126] all: 0.8361, fast: 0.6502, medium: 0.8358, slow: 0.8920, airplane: 0.9293, antelope: 0.8615, bear: 0.9389, bicycle: 0.7866, bird: 0.7621, bus: 0.7998, car: 0.6522, cattle: 0.8525, dog: 0.8642, domestic_cat: 0.9291, elephant: 0.8555, fox: 0.9596, giant_panda: 0.8688, hamster: 0.9879, horse: 0.8092, lion: 0.8153, lizard: 0.8535, monkey: 0.6312, motorcycle: 0.8789, rabbit: 0.8654, red_panda: 0.8806, sheep: 0.6590, snake: 0.8198, squirrel: 0.7093, tiger: 0.9225, train: 0.8750, turtle: 0.8617, watercraft: 0.6956, whale: 0.7821, zebra: 0.9765 2024-01-29 21:09:37,864 - mmdet - INFO - Epoch [6][50/13711] lr: 1.000e-04, eta: 0:39:23, time: 2.128, data_time: 1.981, memory: 5302, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0108, loss_cls: 0.0560, acc: 97.7513, loss_bbox: 0.0236, loss: 0.0996, grad_norm: 2.3975 2024-01-29 21:09:46,023 - mmdet - INFO - Epoch [6][100/13711] lr: 1.000e-04, eta: 0:39:14, time: 0.163, data_time: 0.015, memory: 5302, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0111, loss_cls: 0.0562, acc: 97.7707, loss_bbox: 0.0238, loss: 0.0998, grad_norm: 2.4412 2024-01-29 21:09:53,980 - mmdet - INFO - Epoch [6][150/13711] lr: 1.000e-04, eta: 0:39:05, time: 0.159, data_time: 0.014, memory: 5302, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0118, loss_cls: 0.0546, acc: 97.8132, loss_bbox: 0.0202, loss: 0.0951, grad_norm: 2.2846 2024-01-29 21:10:02,118 - mmdet - INFO - Epoch [6][200/13711] lr: 1.000e-04, eta: 0:38:56, time: 0.163, data_time: 0.012, memory: 5302, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0122, loss_cls: 0.0573, acc: 97.6686, loss_bbox: 0.0245, loss: 0.1044, grad_norm: 2.4041 2024-01-29 21:10:10,311 - mmdet - INFO - Epoch [6][250/13711] lr: 1.000e-04, eta: 0:38:47, time: 0.164, data_time: 0.011, memory: 5302, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0114, loss_cls: 0.0604, acc: 97.7061, loss_bbox: 0.0237, loss: 0.1023, grad_norm: 2.2385 2024-01-29 21:10:18,524 - mmdet - INFO - Epoch [6][300/13711] lr: 1.000e-04, eta: 0:38:39, time: 0.164, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0119, loss_cls: 0.0564, acc: 97.7397, loss_bbox: 0.0231, loss: 0.1011, grad_norm: 2.5004 2024-01-29 21:10:26,515 - mmdet - INFO - Epoch [6][350/13711] lr: 1.000e-04, eta: 0:38:30, time: 0.160, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0101, loss_rpn_bbox: 0.0095, loss_cls: 0.0623, acc: 97.5756, loss_bbox: 0.0251, loss: 0.1071, grad_norm: 2.5510 2024-01-29 21:10:34,576 - mmdet - INFO - Epoch [6][400/13711] lr: 1.000e-04, eta: 0:38:21, time: 0.161, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0110, loss_cls: 0.0571, acc: 97.7354, loss_bbox: 0.0247, loss: 0.1010, grad_norm: 2.4537 2024-01-29 21:10:42,755 - mmdet - INFO - Epoch [6][450/13711] lr: 1.000e-04, eta: 0:38:12, time: 0.164, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0120, loss_cls: 0.0560, acc: 97.7316, loss_bbox: 0.0236, loss: 0.1001, grad_norm: 2.5906 2024-01-29 21:10:51,065 - mmdet - INFO - Epoch [6][500/13711] lr: 1.000e-04, eta: 0:38:03, time: 0.166, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0107, loss_cls: 0.0553, acc: 97.7586, loss_bbox: 0.0214, loss: 0.0952, grad_norm: 2.4605 2024-01-29 21:10:58,994 - mmdet - INFO - Epoch [6][550/13711] lr: 1.000e-04, eta: 0:37:54, time: 0.159, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0097, loss_cls: 0.0575, acc: 97.7381, loss_bbox: 0.0226, loss: 0.1006, grad_norm: 2.3946 2024-01-29 21:11:07,259 - mmdet - INFO - Epoch [6][600/13711] lr: 1.000e-04, eta: 0:37:45, time: 0.165, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0105, loss_cls: 0.0605, acc: 97.6425, loss_bbox: 0.0251, loss: 0.1048, grad_norm: 2.3167 2024-01-29 21:11:15,378 - mmdet - INFO - Epoch [6][650/13711] lr: 1.000e-04, eta: 0:37:36, time: 0.162, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0115, loss_cls: 0.0610, acc: 97.5074, loss_bbox: 0.0237, loss: 0.1036, grad_norm: 2.4428 2024-01-29 21:11:23,168 - mmdet - INFO - Epoch [6][700/13711] lr: 1.000e-04, eta: 0:37:27, time: 0.156, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0112, loss_cls: 0.0609, acc: 97.6234, loss_bbox: 0.0254, loss: 0.1082, grad_norm: 2.7037 2024-01-29 21:11:30,787 - mmdet - INFO - Epoch [6][750/13711] lr: 1.000e-04, eta: 0:37:18, time: 0.152, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0102, loss_cls: 0.0529, acc: 97.8903, loss_bbox: 0.0212, loss: 0.0925, grad_norm: 2.1982 2024-01-29 21:11:39,219 - mmdet - INFO - Epoch [6][800/13711] lr: 1.000e-04, eta: 0:37:09, time: 0.169, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0119, loss_cls: 0.0551, acc: 97.8013, loss_bbox: 0.0205, loss: 0.0965, grad_norm: 2.3256 2024-01-29 21:11:47,544 - mmdet - INFO - Epoch [6][850/13711] lr: 1.000e-04, eta: 0:37:01, time: 0.167, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0106, loss_cls: 0.0592, acc: 97.6239, loss_bbox: 0.0253, loss: 0.1015, grad_norm: 2.3397 2024-01-29 21:11:55,053 - mmdet - INFO - Epoch [6][900/13711] lr: 1.000e-04, eta: 0:36:52, time: 0.150, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0116, loss_cls: 0.0535, acc: 97.8271, loss_bbox: 0.0224, loss: 0.0938, grad_norm: 2.4410 2024-01-29 21:12:02,529 - mmdet - INFO - Epoch [6][950/13711] lr: 1.000e-04, eta: 0:36:42, time: 0.150, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0117, loss_cls: 0.0586, acc: 97.6331, loss_bbox: 0.0263, loss: 0.1046, grad_norm: 2.3944 2024-01-29 21:12:10,034 - mmdet - INFO - Epoch [6][1000/13711] lr: 1.000e-04, eta: 0:36:33, time: 0.150, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0118, loss_cls: 0.0516, acc: 97.8951, loss_bbox: 0.0215, loss: 0.0917, grad_norm: 2.2790 2024-01-29 21:12:17,605 - mmdet - INFO - Epoch [6][1050/13711] lr: 1.000e-04, eta: 0:36:24, time: 0.151, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0111, loss_cls: 0.0551, acc: 97.7553, loss_bbox: 0.0218, loss: 0.0974, grad_norm: 2.3617 2024-01-29 21:12:25,112 - mmdet - INFO - Epoch [6][1100/13711] lr: 1.000e-04, eta: 0:36:15, time: 0.150, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0121, loss_cls: 0.0568, acc: 97.7677, loss_bbox: 0.0239, loss: 0.1003, grad_norm: 2.4476 2024-01-29 21:12:32,641 - mmdet - INFO - Epoch [6][1150/13711] lr: 1.000e-04, eta: 0:36:06, time: 0.151, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0100, loss_cls: 0.0551, acc: 97.8275, loss_bbox: 0.0208, loss: 0.0932, grad_norm: 2.1166 2024-01-29 21:12:40,345 - mmdet - INFO - Epoch [6][1200/13711] lr: 1.000e-04, eta: 0:35:57, time: 0.154, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0118, loss_cls: 0.0552, acc: 97.8317, loss_bbox: 0.0213, loss: 0.0963, grad_norm: 2.2879 2024-01-29 21:12:47,935 - mmdet - INFO - Epoch [6][1250/13711] lr: 1.000e-04, eta: 0:35:48, time: 0.152, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0129, loss_cls: 0.0529, acc: 97.8921, loss_bbox: 0.0214, loss: 0.0948, grad_norm: 2.3700 2024-01-29 21:12:55,669 - mmdet - INFO - Epoch [6][1300/13711] lr: 1.000e-04, eta: 0:35:39, time: 0.155, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0102, loss_cls: 0.0557, acc: 97.7088, loss_bbox: 0.0224, loss: 0.0967, grad_norm: 2.3921 2024-01-29 21:13:03,260 - mmdet - INFO - Epoch [6][1350/13711] lr: 1.000e-04, eta: 0:35:30, time: 0.152, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0105, loss_rpn_bbox: 0.0106, loss_cls: 0.0614, acc: 97.5411, loss_bbox: 0.0252, loss: 0.1076, grad_norm: 2.5507 2024-01-29 21:13:11,271 - mmdet - INFO - Epoch [6][1400/13711] lr: 1.000e-04, eta: 0:35:21, time: 0.160, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0104, loss_cls: 0.0575, acc: 97.5994, loss_bbox: 0.0230, loss: 0.0981, grad_norm: 2.5367 2024-01-29 21:13:18,928 - mmdet - INFO - Epoch [6][1450/13711] lr: 1.000e-04, eta: 0:35:12, time: 0.153, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0109, loss_cls: 0.0559, acc: 97.8627, loss_bbox: 0.0227, loss: 0.0967, grad_norm: 2.2731 2024-01-29 21:13:26,498 - mmdet - INFO - Epoch [6][1500/13711] lr: 1.000e-04, eta: 0:35:03, time: 0.151, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0099, loss_cls: 0.0542, acc: 97.8731, loss_bbox: 0.0227, loss: 0.0967, grad_norm: 2.2530 2024-01-29 21:13:34,083 - mmdet - INFO - Epoch [6][1550/13711] lr: 1.000e-04, eta: 0:34:54, time: 0.152, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0105, loss_cls: 0.0584, acc: 97.6270, loss_bbox: 0.0242, loss: 0.1012, grad_norm: 2.4825 2024-01-29 21:13:41,732 - mmdet - INFO - Epoch [6][1600/13711] lr: 1.000e-04, eta: 0:34:45, time: 0.153, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0107, loss_cls: 0.0551, acc: 97.8015, loss_bbox: 0.0221, loss: 0.0969, grad_norm: 2.3526 2024-01-29 21:13:49,412 - mmdet - INFO - Epoch [6][1650/13711] lr: 1.000e-04, eta: 0:34:36, time: 0.154, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0098, loss_cls: 0.0552, acc: 97.7574, loss_bbox: 0.0238, loss: 0.0963, grad_norm: 2.4735 2024-01-29 21:13:57,034 - mmdet - INFO - Epoch [6][1700/13711] lr: 1.000e-04, eta: 0:34:27, time: 0.152, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0121, loss_cls: 0.0606, acc: 97.5949, loss_bbox: 0.0258, loss: 0.1060, grad_norm: 2.4326 2024-01-29 21:14:04,596 - mmdet - INFO - Epoch [6][1750/13711] lr: 1.000e-04, eta: 0:34:18, time: 0.151, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0102, loss_cls: 0.0556, acc: 97.7705, loss_bbox: 0.0234, loss: 0.0966, grad_norm: 2.3870 2024-01-29 21:14:12,195 - mmdet - INFO - Epoch [6][1800/13711] lr: 1.000e-04, eta: 0:34:09, time: 0.152, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0106, loss_cls: 0.0558, acc: 97.8057, loss_bbox: 0.0228, loss: 0.0979, grad_norm: 2.1621 2024-01-29 21:14:19,819 - mmdet - INFO - Epoch [6][1850/13711] lr: 1.000e-04, eta: 0:34:00, time: 0.152, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0123, loss_cls: 0.0560, acc: 97.7466, loss_bbox: 0.0243, loss: 0.1007, grad_norm: 2.4951 2024-01-29 21:14:27,481 - mmdet - INFO - Epoch [6][1900/13711] lr: 1.000e-04, eta: 0:33:51, time: 0.153, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0099, loss_cls: 0.0595, acc: 97.6121, loss_bbox: 0.0262, loss: 0.1042, grad_norm: 2.5277 2024-01-29 21:14:35,134 - mmdet - INFO - Epoch [6][1950/13711] lr: 1.000e-04, eta: 0:33:42, time: 0.153, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0101, loss_cls: 0.0570, acc: 97.6403, loss_bbox: 0.0242, loss: 0.1006, grad_norm: 2.3567 2024-01-29 21:14:42,804 - mmdet - INFO - Epoch [6][2000/13711] lr: 1.000e-04, eta: 0:33:33, time: 0.153, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0104, loss_cls: 0.0591, acc: 97.6092, loss_bbox: 0.0242, loss: 0.1016, grad_norm: 2.2576 2024-01-29 21:14:50,412 - mmdet - INFO - Epoch [6][2050/13711] lr: 1.000e-04, eta: 0:33:24, time: 0.152, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0094, loss_cls: 0.0595, acc: 97.6110, loss_bbox: 0.0276, loss: 0.1052, grad_norm: 2.4647 2024-01-29 21:14:58,079 - mmdet - INFO - Epoch [6][2100/13711] lr: 1.000e-04, eta: 0:33:15, time: 0.153, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0124, loss_cls: 0.0559, acc: 97.7555, loss_bbox: 0.0241, loss: 0.1024, grad_norm: 2.4424 2024-01-29 21:15:05,766 - mmdet - INFO - Epoch [6][2150/13711] lr: 1.000e-04, eta: 0:33:06, time: 0.154, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0104, loss_cls: 0.0593, acc: 97.5870, loss_bbox: 0.0246, loss: 0.1031, grad_norm: 2.4316 2024-01-29 21:15:13,596 - mmdet - INFO - Epoch [6][2200/13711] lr: 1.000e-04, eta: 0:32:57, time: 0.157, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0105, loss_cls: 0.0584, acc: 97.6552, loss_bbox: 0.0228, loss: 0.1027, grad_norm: 2.5759 2024-01-29 21:15:21,178 - mmdet - INFO - Epoch [6][2250/13711] lr: 1.000e-04, eta: 0:32:48, time: 0.152, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0095, loss_cls: 0.0548, acc: 97.7851, loss_bbox: 0.0201, loss: 0.0937, grad_norm: 2.2034 2024-01-29 21:15:28,725 - mmdet - INFO - Epoch [6][2300/13711] lr: 1.000e-04, eta: 0:32:39, time: 0.151, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0115, loss_cls: 0.0612, acc: 97.6052, loss_bbox: 0.0260, loss: 0.1097, grad_norm: 2.6153 2024-01-29 21:15:36,422 - mmdet - INFO - Epoch [6][2350/13711] lr: 1.000e-04, eta: 0:32:30, time: 0.154, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0116, loss_cls: 0.0571, acc: 97.6878, loss_bbox: 0.0228, loss: 0.0995, grad_norm: 2.3209 2024-01-29 21:15:44,457 - mmdet - INFO - Epoch [6][2400/13711] lr: 1.000e-04, eta: 0:32:21, time: 0.161, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0103, loss_cls: 0.0637, acc: 97.5133, loss_bbox: 0.0278, loss: 0.1109, grad_norm: 2.7126 2024-01-29 21:15:53,037 - mmdet - INFO - Epoch [6][2450/13711] lr: 1.000e-04, eta: 0:32:13, time: 0.172, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0128, loss_cls: 0.0559, acc: 97.8461, loss_bbox: 0.0227, loss: 0.0994, grad_norm: 2.2130 2024-01-29 21:16:01,065 - mmdet - INFO - Epoch [6][2500/13711] lr: 1.000e-04, eta: 0:32:04, time: 0.161, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0069, loss_rpn_bbox: 0.0126, loss_cls: 0.0519, acc: 97.9231, loss_bbox: 0.0212, loss: 0.0926, grad_norm: 2.2551 2024-01-29 21:16:08,704 - mmdet - INFO - Epoch [6][2550/13711] lr: 1.000e-04, eta: 0:31:55, time: 0.153, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0107, loss_cls: 0.0560, acc: 97.7402, loss_bbox: 0.0237, loss: 0.1000, grad_norm: 2.4458 2024-01-29 21:16:16,415 - mmdet - INFO - Epoch [6][2600/13711] lr: 1.000e-04, eta: 0:31:46, time: 0.154, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0113, loss_cls: 0.0597, acc: 97.5736, loss_bbox: 0.0241, loss: 0.1035, grad_norm: 2.5337 2024-01-29 21:16:24,071 - mmdet - INFO - Epoch [6][2650/13711] lr: 1.000e-04, eta: 0:31:37, time: 0.153, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0111, loss_cls: 0.0592, acc: 97.6950, loss_bbox: 0.0249, loss: 0.1041, grad_norm: 2.5307 2024-01-29 21:16:31,608 - mmdet - INFO - Epoch [6][2700/13711] lr: 1.000e-04, eta: 0:31:28, time: 0.151, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0117, loss_cls: 0.0572, acc: 97.7896, loss_bbox: 0.0218, loss: 0.1014, grad_norm: 2.2375 2024-01-29 21:16:39,418 - mmdet - INFO - Epoch [6][2750/13711] lr: 1.000e-04, eta: 0:31:19, time: 0.156, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0109, loss_cls: 0.0586, acc: 97.6150, loss_bbox: 0.0226, loss: 0.0996, grad_norm: 2.3005 2024-01-29 21:16:47,323 - mmdet - INFO - Epoch [6][2800/13711] lr: 1.000e-04, eta: 0:31:11, time: 0.158, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0110, loss_cls: 0.0568, acc: 97.6921, loss_bbox: 0.0235, loss: 0.0995, grad_norm: 2.3998 2024-01-29 21:16:54,989 - mmdet - INFO - Epoch [6][2850/13711] lr: 1.000e-04, eta: 0:31:02, time: 0.153, data_time: 0.010, memory: 5302, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0113, loss_cls: 0.0564, acc: 97.7705, loss_bbox: 0.0234, loss: 0.1003, grad_norm: 2.4897 2024-01-29 21:17:02,644 - mmdet - INFO - Epoch [6][2900/13711] lr: 1.000e-04, eta: 0:30:53, time: 0.153, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0122, loss_cls: 0.0591, acc: 97.7248, loss_bbox: 0.0251, loss: 0.1072, grad_norm: 2.5215 2024-01-29 21:17:11,016 - mmdet - INFO - Epoch [6][2950/13711] lr: 1.000e-04, eta: 0:30:44, time: 0.168, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0098, loss_cls: 0.0552, acc: 97.7968, loss_bbox: 0.0223, loss: 0.0955, grad_norm: 2.2523 2024-01-29 21:17:19,096 - mmdet - INFO - Epoch [6][3000/13711] lr: 1.000e-04, eta: 0:30:35, time: 0.162, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0122, loss_cls: 0.0631, acc: 97.4760, loss_bbox: 0.0278, loss: 0.1147, grad_norm: 2.6314 2024-01-29 21:17:27,025 - mmdet - INFO - Epoch [6][3050/13711] lr: 1.000e-04, eta: 0:30:27, time: 0.159, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0109, loss_cls: 0.0563, acc: 97.7761, loss_bbox: 0.0220, loss: 0.1006, grad_norm: 2.3876 2024-01-29 21:17:35,018 - mmdet - INFO - Epoch [6][3100/13711] lr: 1.000e-04, eta: 0:30:18, time: 0.160, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0113, loss_cls: 0.0555, acc: 97.7653, loss_bbox: 0.0240, loss: 0.0986, grad_norm: 2.4144 2024-01-29 21:17:42,802 - mmdet - INFO - Epoch [6][3150/13711] lr: 1.000e-04, eta: 0:30:09, time: 0.156, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0108, loss_cls: 0.0585, acc: 97.6369, loss_bbox: 0.0236, loss: 0.1041, grad_norm: 2.4587 2024-01-29 21:17:50,830 - mmdet - INFO - Epoch [6][3200/13711] lr: 1.000e-04, eta: 0:30:00, time: 0.161, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0119, loss_cls: 0.0597, acc: 97.5964, loss_bbox: 0.0274, loss: 0.1081, grad_norm: 2.4990 2024-01-29 21:17:58,949 - mmdet - INFO - Epoch [6][3250/13711] lr: 1.000e-04, eta: 0:29:51, time: 0.162, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0110, loss_cls: 0.0586, acc: 97.6527, loss_bbox: 0.0246, loss: 0.1037, grad_norm: 2.3935 2024-01-29 21:18:06,624 - mmdet - INFO - Epoch [6][3300/13711] lr: 1.000e-04, eta: 0:29:43, time: 0.153, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0071, loss_rpn_bbox: 0.0100, loss_cls: 0.0532, acc: 97.8406, loss_bbox: 0.0211, loss: 0.0915, grad_norm: 2.2846 2024-01-29 21:18:14,249 - mmdet - INFO - Epoch [6][3350/13711] lr: 1.000e-04, eta: 0:29:34, time: 0.152, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0062, loss_rpn_bbox: 0.0120, loss_cls: 0.0536, acc: 97.8403, loss_bbox: 0.0225, loss: 0.0943, grad_norm: 2.3192 2024-01-29 21:18:22,027 - mmdet - INFO - Epoch [6][3400/13711] lr: 1.000e-04, eta: 0:29:25, time: 0.156, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0108, loss_cls: 0.0533, acc: 97.9215, loss_bbox: 0.0232, loss: 0.0954, grad_norm: 2.5210 2024-01-29 21:18:29,908 - mmdet - INFO - Epoch [6][3450/13711] lr: 1.000e-04, eta: 0:29:16, time: 0.158, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0129, loss_cls: 0.0590, acc: 97.7341, loss_bbox: 0.0255, loss: 0.1101, grad_norm: 2.4296 2024-01-29 21:18:37,426 - mmdet - INFO - Epoch [6][3500/13711] lr: 1.000e-04, eta: 0:29:07, time: 0.150, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0107, loss_cls: 0.0584, acc: 97.7286, loss_bbox: 0.0236, loss: 0.1025, grad_norm: 2.4343 2024-01-29 21:18:44,964 - mmdet - INFO - Epoch [6][3550/13711] lr: 1.000e-04, eta: 0:28:58, time: 0.151, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0113, loss_cls: 0.0546, acc: 97.8061, loss_bbox: 0.0238, loss: 0.0979, grad_norm: 2.4136 2024-01-29 21:18:52,647 - mmdet - INFO - Epoch [6][3600/13711] lr: 1.000e-04, eta: 0:28:49, time: 0.154, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0107, loss_cls: 0.0612, acc: 97.5093, loss_bbox: 0.0232, loss: 0.1046, grad_norm: 2.5266 2024-01-29 21:19:00,751 - mmdet - INFO - Epoch [6][3650/13711] lr: 1.000e-04, eta: 0:28:41, time: 0.162, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0108, loss_cls: 0.0612, acc: 97.4523, loss_bbox: 0.0254, loss: 0.1041, grad_norm: 2.3646 2024-01-29 21:19:09,035 - mmdet - INFO - Epoch [6][3700/13711] lr: 1.000e-04, eta: 0:28:32, time: 0.166, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0117, loss_cls: 0.0604, acc: 97.6417, loss_bbox: 0.0240, loss: 0.1057, grad_norm: 2.6077 2024-01-29 21:19:16,907 - mmdet - INFO - Epoch [6][3750/13711] lr: 1.000e-04, eta: 0:28:23, time: 0.157, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0103, loss_cls: 0.0527, acc: 97.8793, loss_bbox: 0.0200, loss: 0.0921, grad_norm: 2.2699 2024-01-29 21:19:24,769 - mmdet - INFO - Epoch [6][3800/13711] lr: 1.000e-04, eta: 0:28:15, time: 0.157, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0111, loss_cls: 0.0581, acc: 97.5923, loss_bbox: 0.0256, loss: 0.1027, grad_norm: 2.5815 2024-01-29 21:19:32,360 - mmdet - INFO - Epoch [6][3850/13711] lr: 1.000e-04, eta: 0:28:06, time: 0.152, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0114, loss_cls: 0.0571, acc: 97.6910, loss_bbox: 0.0242, loss: 0.1029, grad_norm: 2.6471 2024-01-29 21:19:39,846 - mmdet - INFO - Epoch [6][3900/13711] lr: 1.000e-04, eta: 0:27:57, time: 0.150, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0114, loss_cls: 0.0603, acc: 97.6966, loss_bbox: 0.0236, loss: 0.1038, grad_norm: 2.6610 2024-01-29 21:19:47,420 - mmdet - INFO - Epoch [6][3950/13711] lr: 1.000e-04, eta: 0:27:48, time: 0.151, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0110, loss_cls: 0.0607, acc: 97.5208, loss_bbox: 0.0267, loss: 0.1079, grad_norm: 2.4095 2024-01-29 21:19:55,146 - mmdet - INFO - Epoch [6][4000/13711] lr: 1.000e-04, eta: 0:27:39, time: 0.155, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0103, loss_cls: 0.0592, acc: 97.7025, loss_bbox: 0.0243, loss: 0.1031, grad_norm: 2.3759 2024-01-29 21:20:02,960 - mmdet - INFO - Epoch [6][4050/13711] lr: 1.000e-04, eta: 0:27:30, time: 0.156, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0099, loss_cls: 0.0559, acc: 97.8047, loss_bbox: 0.0245, loss: 0.0993, grad_norm: 2.2885 2024-01-29 21:20:11,126 - mmdet - INFO - Epoch [6][4100/13711] lr: 1.000e-04, eta: 0:27:22, time: 0.163, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0118, loss_cls: 0.0544, acc: 97.7443, loss_bbox: 0.0239, loss: 0.0965, grad_norm: 2.2950 2024-01-29 21:20:19,115 - mmdet - INFO - Epoch [6][4150/13711] lr: 1.000e-04, eta: 0:27:13, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0113, loss_cls: 0.0543, acc: 97.7694, loss_bbox: 0.0228, loss: 0.0984, grad_norm: 2.4177 2024-01-29 21:20:26,793 - mmdet - INFO - Epoch [6][4200/13711] lr: 1.000e-04, eta: 0:27:04, time: 0.154, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0100, loss_cls: 0.0565, acc: 97.7476, loss_bbox: 0.0230, loss: 0.0960, grad_norm: 2.3604 2024-01-29 21:20:35,122 - mmdet - INFO - Epoch [6][4250/13711] lr: 1.000e-04, eta: 0:26:56, time: 0.167, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0108, loss_cls: 0.0528, acc: 97.8506, loss_bbox: 0.0243, loss: 0.0959, grad_norm: 2.3575 2024-01-29 21:20:43,144 - mmdet - INFO - Epoch [6][4300/13711] lr: 1.000e-04, eta: 0:26:47, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0127, loss_cls: 0.0527, acc: 97.8917, loss_bbox: 0.0212, loss: 0.0953, grad_norm: 2.4047 2024-01-29 21:20:51,042 - mmdet - INFO - Epoch [6][4350/13711] lr: 1.000e-04, eta: 0:26:38, time: 0.158, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0105, loss_cls: 0.0562, acc: 97.7505, loss_bbox: 0.0234, loss: 0.0991, grad_norm: 2.6685 2024-01-29 21:20:58,832 - mmdet - INFO - Epoch [6][4400/13711] lr: 1.000e-04, eta: 0:26:29, time: 0.156, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0108, loss_cls: 0.0610, acc: 97.5748, loss_bbox: 0.0272, loss: 0.1085, grad_norm: 2.6237 2024-01-29 21:21:06,707 - mmdet - INFO - Epoch [6][4450/13711] lr: 1.000e-04, eta: 0:26:21, time: 0.157, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0110, loss_cls: 0.0558, acc: 97.7808, loss_bbox: 0.0237, loss: 0.0985, grad_norm: 2.4394 2024-01-29 21:21:14,925 - mmdet - INFO - Epoch [6][4500/13711] lr: 1.000e-04, eta: 0:26:12, time: 0.164, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0108, loss_cls: 0.0588, acc: 97.6640, loss_bbox: 0.0231, loss: 0.1003, grad_norm: 2.4390 2024-01-29 21:21:22,566 - mmdet - INFO - Epoch [6][4550/13711] lr: 1.000e-04, eta: 0:26:03, time: 0.153, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0101, loss_rpn_bbox: 0.0113, loss_cls: 0.0626, acc: 97.4637, loss_bbox: 0.0267, loss: 0.1108, grad_norm: 2.6021 2024-01-29 21:21:30,093 - mmdet - INFO - Epoch [6][4600/13711] lr: 1.000e-04, eta: 0:25:55, time: 0.151, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0120, loss_cls: 0.0605, acc: 97.5952, loss_bbox: 0.0268, loss: 0.1091, grad_norm: 2.4729 2024-01-29 21:21:38,016 - mmdet - INFO - Epoch [6][4650/13711] lr: 1.000e-04, eta: 0:25:46, time: 0.158, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0071, loss_rpn_bbox: 0.0112, loss_cls: 0.0563, acc: 97.7843, loss_bbox: 0.0223, loss: 0.0968, grad_norm: 2.3736 2024-01-29 21:21:45,972 - mmdet - INFO - Epoch [6][4700/13711] lr: 1.000e-04, eta: 0:25:37, time: 0.159, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0129, loss_cls: 0.0563, acc: 97.7427, loss_bbox: 0.0228, loss: 0.1000, grad_norm: 2.3547 2024-01-29 21:21:54,014 - mmdet - INFO - Epoch [6][4750/13711] lr: 1.000e-04, eta: 0:25:28, time: 0.161, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0112, loss_cls: 0.0580, acc: 97.7707, loss_bbox: 0.0243, loss: 0.1040, grad_norm: 2.5055 2024-01-29 21:22:01,784 - mmdet - INFO - Epoch [6][4800/13711] lr: 1.000e-04, eta: 0:25:20, time: 0.155, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0109, loss_cls: 0.0608, acc: 97.6187, loss_bbox: 0.0257, loss: 0.1071, grad_norm: 2.5223 2024-01-29 21:22:10,021 - mmdet - INFO - Epoch [6][4850/13711] lr: 1.000e-04, eta: 0:25:11, time: 0.165, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0125, loss_cls: 0.0550, acc: 97.8174, loss_bbox: 0.0218, loss: 0.0979, grad_norm: 2.3472 2024-01-29 21:22:18,086 - mmdet - INFO - Epoch [6][4900/13711] lr: 1.000e-04, eta: 0:25:02, time: 0.161, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0112, loss_cls: 0.0560, acc: 97.8067, loss_bbox: 0.0222, loss: 0.1002, grad_norm: 2.3976 2024-01-29 21:22:25,895 - mmdet - INFO - Epoch [6][4950/13711] lr: 1.000e-04, eta: 0:24:54, time: 0.156, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0119, loss_cls: 0.0568, acc: 97.7997, loss_bbox: 0.0230, loss: 0.0998, grad_norm: 2.4360 2024-01-29 21:22:33,654 - mmdet - INFO - Epoch [6][5000/13711] lr: 1.000e-04, eta: 0:24:45, time: 0.155, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0106, loss_cls: 0.0558, acc: 97.8041, loss_bbox: 0.0232, loss: 0.0978, grad_norm: 2.4486 2024-01-29 21:22:41,591 - mmdet - INFO - Epoch [6][5050/13711] lr: 1.000e-04, eta: 0:24:36, time: 0.159, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0105, loss_cls: 0.0490, acc: 98.0741, loss_bbox: 0.0207, loss: 0.0857, grad_norm: 2.0977 2024-01-29 21:22:49,846 - mmdet - INFO - Epoch [6][5100/13711] lr: 1.000e-04, eta: 0:24:28, time: 0.165, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0108, loss_cls: 0.0577, acc: 97.6435, loss_bbox: 0.0243, loss: 0.1009, grad_norm: 2.4277 2024-01-29 21:22:58,010 - mmdet - INFO - Epoch [6][5150/13711] lr: 1.000e-04, eta: 0:24:19, time: 0.163, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0106, loss_cls: 0.0553, acc: 97.7416, loss_bbox: 0.0241, loss: 0.0971, grad_norm: 2.3044 2024-01-29 21:23:06,154 - mmdet - INFO - Epoch [6][5200/13711] lr: 1.000e-04, eta: 0:24:10, time: 0.163, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0122, loss_cls: 0.0546, acc: 97.8133, loss_bbox: 0.0225, loss: 0.0975, grad_norm: 2.4021 2024-01-29 21:23:14,244 - mmdet - INFO - Epoch [6][5250/13711] lr: 1.000e-04, eta: 0:24:02, time: 0.162, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0107, loss_cls: 0.0569, acc: 97.7526, loss_bbox: 0.0239, loss: 0.0997, grad_norm: 2.3528 2024-01-29 21:23:22,243 - mmdet - INFO - Epoch [6][5300/13711] lr: 1.000e-04, eta: 0:23:53, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0095, loss_cls: 0.0536, acc: 97.8627, loss_bbox: 0.0224, loss: 0.0920, grad_norm: 2.2783 2024-01-29 21:23:30,107 - mmdet - INFO - Epoch [6][5350/13711] lr: 1.000e-04, eta: 0:23:44, time: 0.157, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0109, loss_cls: 0.0563, acc: 97.7486, loss_bbox: 0.0220, loss: 0.0969, grad_norm: 2.5373 2024-01-29 21:23:37,925 - mmdet - INFO - Epoch [6][5400/13711] lr: 1.000e-04, eta: 0:23:36, time: 0.156, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0130, loss_rpn_bbox: 0.0120, loss_cls: 0.0639, acc: 97.5347, loss_bbox: 0.0240, loss: 0.1129, grad_norm: 2.7934 2024-01-29 21:23:46,083 - mmdet - INFO - Epoch [6][5450/13711] lr: 1.000e-04, eta: 0:23:27, time: 0.163, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0107, loss_cls: 0.0543, acc: 97.7963, loss_bbox: 0.0221, loss: 0.0944, grad_norm: 2.3864 2024-01-29 21:23:53,897 - mmdet - INFO - Epoch [6][5500/13711] lr: 1.000e-04, eta: 0:23:18, time: 0.156, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0112, loss_cls: 0.0577, acc: 97.6157, loss_bbox: 0.0242, loss: 0.1002, grad_norm: 2.4005 2024-01-29 21:24:01,839 - mmdet - INFO - Epoch [6][5550/13711] lr: 1.000e-04, eta: 0:23:10, time: 0.159, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0121, loss_cls: 0.0576, acc: 97.6645, loss_bbox: 0.0248, loss: 0.1088, grad_norm: 2.6332 2024-01-29 21:24:09,644 - mmdet - INFO - Epoch [6][5600/13711] lr: 1.000e-04, eta: 0:23:01, time: 0.156, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0109, loss_cls: 0.0559, acc: 97.7659, loss_bbox: 0.0235, loss: 0.1006, grad_norm: 2.5629 2024-01-29 21:24:17,771 - mmdet - INFO - Epoch [6][5650/13711] lr: 1.000e-04, eta: 0:22:52, time: 0.163, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0102, loss_cls: 0.0601, acc: 97.6244, loss_bbox: 0.0236, loss: 0.1015, grad_norm: 2.4953 2024-01-29 21:24:25,763 - mmdet - INFO - Epoch [6][5700/13711] lr: 1.000e-04, eta: 0:22:44, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0116, loss_cls: 0.0559, acc: 97.7487, loss_bbox: 0.0245, loss: 0.0983, grad_norm: 2.4052 2024-01-29 21:24:33,598 - mmdet - INFO - Epoch [6][5750/13711] lr: 1.000e-04, eta: 0:22:35, time: 0.157, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0115, loss_cls: 0.0593, acc: 97.6546, loss_bbox: 0.0259, loss: 0.1061, grad_norm: 2.6176 2024-01-29 21:24:41,536 - mmdet - INFO - Epoch [6][5800/13711] lr: 1.000e-04, eta: 0:22:27, time: 0.159, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0123, loss_cls: 0.0616, acc: 97.5514, loss_bbox: 0.0269, loss: 0.1089, grad_norm: 2.6933 2024-01-29 21:24:49,283 - mmdet - INFO - Epoch [6][5850/13711] lr: 1.000e-04, eta: 0:22:18, time: 0.155, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0122, loss_cls: 0.0620, acc: 97.4982, loss_bbox: 0.0254, loss: 0.1087, grad_norm: 2.5052 2024-01-29 21:24:57,555 - mmdet - INFO - Epoch [6][5900/13711] lr: 1.000e-04, eta: 0:22:09, time: 0.166, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0091, loss_cls: 0.0521, acc: 97.8931, loss_bbox: 0.0207, loss: 0.0901, grad_norm: 2.2871 2024-01-29 21:25:05,425 - mmdet - INFO - Epoch [6][5950/13711] lr: 1.000e-04, eta: 0:22:01, time: 0.157, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0103, loss_cls: 0.0548, acc: 97.8502, loss_bbox: 0.0213, loss: 0.0950, grad_norm: 2.5871 2024-01-29 21:25:13,326 - mmdet - INFO - Epoch [6][6000/13711] lr: 1.000e-04, eta: 0:21:52, time: 0.158, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0114, loss_cls: 0.0592, acc: 97.6032, loss_bbox: 0.0226, loss: 0.1006, grad_norm: 2.3607 2024-01-29 21:25:20,966 - mmdet - INFO - Epoch [6][6050/13711] lr: 1.000e-04, eta: 0:21:43, time: 0.153, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0106, loss_cls: 0.0555, acc: 97.7747, loss_bbox: 0.0228, loss: 0.0991, grad_norm: 2.4723 2024-01-29 21:25:28,956 - mmdet - INFO - Epoch [6][6100/13711] lr: 1.000e-04, eta: 0:21:35, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0113, loss_cls: 0.0566, acc: 97.7155, loss_bbox: 0.0247, loss: 0.0991, grad_norm: 2.4196 2024-01-29 21:25:36,944 - mmdet - INFO - Epoch [6][6150/13711] lr: 1.000e-04, eta: 0:21:26, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0108, loss_cls: 0.0586, acc: 97.6594, loss_bbox: 0.0237, loss: 0.1007, grad_norm: 2.3764 2024-01-29 21:25:44,897 - mmdet - INFO - Epoch [6][6200/13711] lr: 1.000e-04, eta: 0:21:17, time: 0.159, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0110, loss_cls: 0.0611, acc: 97.5273, loss_bbox: 0.0244, loss: 0.1058, grad_norm: 2.4752 2024-01-29 21:25:53,091 - mmdet - INFO - Epoch [6][6250/13711] lr: 1.000e-04, eta: 0:21:09, time: 0.164, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0094, loss_cls: 0.0519, acc: 97.9359, loss_bbox: 0.0208, loss: 0.0898, grad_norm: 2.3541 2024-01-29 21:26:00,996 - mmdet - INFO - Epoch [6][6300/13711] lr: 1.000e-04, eta: 0:21:00, time: 0.158, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0102, loss_cls: 0.0529, acc: 97.9035, loss_bbox: 0.0213, loss: 0.0913, grad_norm: 2.2467 2024-01-29 21:26:08,978 - mmdet - INFO - Epoch [6][6350/13711] lr: 1.000e-04, eta: 0:20:52, time: 0.160, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0112, loss_cls: 0.0551, acc: 97.7325, loss_bbox: 0.0231, loss: 0.0986, grad_norm: 2.5677 2024-01-29 21:26:16,955 - mmdet - INFO - Epoch [6][6400/13711] lr: 1.000e-04, eta: 0:20:43, time: 0.160, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0108, loss_cls: 0.0553, acc: 97.7366, loss_bbox: 0.0230, loss: 0.0963, grad_norm: 2.2941 2024-01-29 21:26:24,840 - mmdet - INFO - Epoch [6][6450/13711] lr: 1.000e-04, eta: 0:20:34, time: 0.158, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0106, loss_cls: 0.0549, acc: 97.7432, loss_bbox: 0.0231, loss: 0.0978, grad_norm: 2.3926 2024-01-29 21:26:32,819 - mmdet - INFO - Epoch [6][6500/13711] lr: 1.000e-04, eta: 0:20:26, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0111, loss_cls: 0.0584, acc: 97.6471, loss_bbox: 0.0254, loss: 0.1032, grad_norm: 2.4649 2024-01-29 21:26:40,818 - mmdet - INFO - Epoch [6][6550/13711] lr: 1.000e-04, eta: 0:20:17, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0108, loss_cls: 0.0556, acc: 97.7478, loss_bbox: 0.0254, loss: 0.1013, grad_norm: 2.2337 2024-01-29 21:26:49,022 - mmdet - INFO - Epoch [6][6600/13711] lr: 1.000e-04, eta: 0:20:08, time: 0.164, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0114, loss_cls: 0.0529, acc: 97.8954, loss_bbox: 0.0220, loss: 0.0940, grad_norm: 2.2868 2024-01-29 21:26:56,702 - mmdet - INFO - Epoch [6][6650/13711] lr: 1.000e-04, eta: 0:20:00, time: 0.154, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0105, loss_cls: 0.0574, acc: 97.6793, loss_bbox: 0.0228, loss: 0.0983, grad_norm: 2.4972 2024-01-29 21:27:04,816 - mmdet - INFO - Epoch [6][6700/13711] lr: 1.000e-04, eta: 0:19:51, time: 0.162, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0097, loss_cls: 0.0569, acc: 97.7643, loss_bbox: 0.0235, loss: 0.0992, grad_norm: 2.5689 2024-01-29 21:27:12,569 - mmdet - INFO - Epoch [6][6750/13711] lr: 1.000e-04, eta: 0:19:43, time: 0.155, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0121, loss_cls: 0.0534, acc: 97.8597, loss_bbox: 0.0233, loss: 0.0965, grad_norm: 2.2961 2024-01-29 21:27:20,854 - mmdet - INFO - Epoch [6][6800/13711] lr: 1.000e-04, eta: 0:19:34, time: 0.166, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0109, loss_cls: 0.0608, acc: 97.5917, loss_bbox: 0.0252, loss: 0.1064, grad_norm: 2.5926 2024-01-29 21:27:29,406 - mmdet - INFO - Epoch [6][6850/13711] lr: 1.000e-04, eta: 0:19:26, time: 0.171, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0111, loss_cls: 0.0619, acc: 97.5359, loss_bbox: 0.0240, loss: 0.1084, grad_norm: 2.5316 2024-01-29 21:27:37,311 - mmdet - INFO - Epoch [6][6900/13711] lr: 1.000e-04, eta: 0:19:17, time: 0.158, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0086, loss_cls: 0.0556, acc: 97.7154, loss_bbox: 0.0212, loss: 0.0926, grad_norm: 2.2629 2024-01-29 21:27:45,315 - mmdet - INFO - Epoch [6][6950/13711] lr: 1.000e-04, eta: 0:19:08, time: 0.160, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0098, loss_cls: 0.0556, acc: 97.7124, loss_bbox: 0.0234, loss: 0.0965, grad_norm: 2.3971 2024-01-29 21:27:53,159 - mmdet - INFO - Epoch [6][7000/13711] lr: 1.000e-04, eta: 0:19:00, time: 0.157, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0095, loss_cls: 0.0513, acc: 97.9249, loss_bbox: 0.0215, loss: 0.0904, grad_norm: 2.3477 2024-01-29 21:28:01,474 - mmdet - INFO - Epoch [6][7050/13711] lr: 1.000e-04, eta: 0:18:51, time: 0.166, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0105, loss_cls: 0.0601, acc: 97.5513, loss_bbox: 0.0265, loss: 0.1065, grad_norm: 2.4472 2024-01-29 21:28:09,202 - mmdet - INFO - Epoch [6][7100/13711] lr: 1.000e-04, eta: 0:18:43, time: 0.155, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0102, loss_cls: 0.0605, acc: 97.5917, loss_bbox: 0.0245, loss: 0.1029, grad_norm: 2.4515 2024-01-29 21:28:17,293 - mmdet - INFO - Epoch [6][7150/13711] lr: 1.000e-04, eta: 0:18:34, time: 0.162, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0110, loss_cls: 0.0563, acc: 97.7283, loss_bbox: 0.0240, loss: 0.0983, grad_norm: 2.4798 2024-01-29 21:28:25,333 - mmdet - INFO - Epoch [6][7200/13711] lr: 1.000e-04, eta: 0:18:25, time: 0.161, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0125, loss_cls: 0.0618, acc: 97.5334, loss_bbox: 0.0263, loss: 0.1098, grad_norm: 2.5056 2024-01-29 21:28:33,337 - mmdet - INFO - Epoch [6][7250/13711] lr: 1.000e-04, eta: 0:18:17, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0118, loss_cls: 0.0585, acc: 97.6367, loss_bbox: 0.0244, loss: 0.1045, grad_norm: 2.7128 2024-01-29 21:28:41,817 - mmdet - INFO - Epoch [6][7300/13711] lr: 1.000e-04, eta: 0:18:08, time: 0.170, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0112, loss_cls: 0.0621, acc: 97.5781, loss_bbox: 0.0255, loss: 0.1080, grad_norm: 2.5687 2024-01-29 21:28:50,011 - mmdet - INFO - Epoch [6][7350/13711] lr: 1.000e-04, eta: 0:18:00, time: 0.164, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0111, loss_cls: 0.0580, acc: 97.7205, loss_bbox: 0.0225, loss: 0.1001, grad_norm: 2.4996 2024-01-29 21:28:58,105 - mmdet - INFO - Epoch [6][7400/13711] lr: 1.000e-04, eta: 0:17:51, time: 0.162, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0117, loss_cls: 0.0570, acc: 97.7847, loss_bbox: 0.0236, loss: 0.1000, grad_norm: 2.4474 2024-01-29 21:29:06,285 - mmdet - INFO - Epoch [6][7450/13711] lr: 1.000e-04, eta: 0:17:43, time: 0.164, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0104, loss_cls: 0.0534, acc: 97.8383, loss_bbox: 0.0220, loss: 0.0932, grad_norm: 2.3233 2024-01-29 21:29:14,354 - mmdet - INFO - Epoch [6][7500/13711] lr: 1.000e-04, eta: 0:17:34, time: 0.161, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0107, loss_cls: 0.0567, acc: 97.6737, loss_bbox: 0.0229, loss: 0.0964, grad_norm: 2.3619 2024-01-29 21:29:22,068 - mmdet - INFO - Epoch [6][7550/13711] lr: 1.000e-04, eta: 0:17:25, time: 0.154, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0107, loss_cls: 0.0585, acc: 97.6102, loss_bbox: 0.0224, loss: 0.0979, grad_norm: 2.3668 2024-01-29 21:29:30,056 - mmdet - INFO - Epoch [6][7600/13711] lr: 1.000e-04, eta: 0:17:17, time: 0.160, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0097, loss_cls: 0.0544, acc: 97.7950, loss_bbox: 0.0232, loss: 0.0955, grad_norm: 2.2521 2024-01-29 21:29:37,869 - mmdet - INFO - Epoch [6][7650/13711] lr: 1.000e-04, eta: 0:17:08, time: 0.156, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0129, loss_cls: 0.0533, acc: 97.8856, loss_bbox: 0.0228, loss: 0.0988, grad_norm: 2.4808 2024-01-29 21:29:45,767 - mmdet - INFO - Epoch [6][7700/13711] lr: 1.000e-04, eta: 0:17:00, time: 0.158, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0069, loss_rpn_bbox: 0.0112, loss_cls: 0.0568, acc: 97.6830, loss_bbox: 0.0236, loss: 0.0985, grad_norm: 2.3700 2024-01-29 21:29:54,217 - mmdet - INFO - Epoch [6][7750/13711] lr: 1.000e-04, eta: 0:16:51, time: 0.169, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0094, loss_cls: 0.0540, acc: 97.8582, loss_bbox: 0.0219, loss: 0.0933, grad_norm: 2.4504 2024-01-29 21:30:02,772 - mmdet - INFO - Epoch [6][7800/13711] lr: 1.000e-04, eta: 0:16:43, time: 0.171, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0113, loss_cls: 0.0626, acc: 97.5673, loss_bbox: 0.0264, loss: 0.1102, grad_norm: 2.6929 2024-01-29 21:30:11,146 - mmdet - INFO - Epoch [6][7850/13711] lr: 1.000e-04, eta: 0:16:34, time: 0.167, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0109, loss_cls: 0.0551, acc: 97.7750, loss_bbox: 0.0250, loss: 0.0986, grad_norm: 2.3931 2024-01-29 21:30:18,926 - mmdet - INFO - Epoch [6][7900/13711] lr: 1.000e-04, eta: 0:16:26, time: 0.156, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0111, loss_cls: 0.0554, acc: 97.7807, loss_bbox: 0.0240, loss: 0.0971, grad_norm: 2.4466 2024-01-29 21:30:27,138 - mmdet - INFO - Epoch [6][7950/13711] lr: 1.000e-04, eta: 0:16:17, time: 0.164, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0105, loss_cls: 0.0556, acc: 97.7804, loss_bbox: 0.0222, loss: 0.0975, grad_norm: 2.4053 2024-01-29 21:30:35,207 - mmdet - INFO - Epoch [6][8000/13711] lr: 1.000e-04, eta: 0:16:09, time: 0.161, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0119, loss_cls: 0.0618, acc: 97.5129, loss_bbox: 0.0258, loss: 0.1103, grad_norm: 2.6570 2024-01-29 21:30:42,937 - mmdet - INFO - Epoch [6][8050/13711] lr: 1.000e-04, eta: 0:16:00, time: 0.155, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0102, loss_cls: 0.0532, acc: 97.8232, loss_bbox: 0.0222, loss: 0.0933, grad_norm: 2.2664 2024-01-29 21:30:50,847 - mmdet - INFO - Epoch [6][8100/13711] lr: 1.000e-04, eta: 0:15:51, time: 0.158, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0109, loss_cls: 0.0614, acc: 97.5800, loss_bbox: 0.0247, loss: 0.1074, grad_norm: 2.5069 2024-01-29 21:30:58,904 - mmdet - INFO - Epoch [6][8150/13711] lr: 1.000e-04, eta: 0:15:43, time: 0.161, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0108, loss_cls: 0.0617, acc: 97.5251, loss_bbox: 0.0249, loss: 0.1071, grad_norm: 2.5872 2024-01-29 21:31:06,768 - mmdet - INFO - Epoch [6][8200/13711] lr: 1.000e-04, eta: 0:15:34, time: 0.157, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0107, loss_cls: 0.0525, acc: 97.9406, loss_bbox: 0.0218, loss: 0.0946, grad_norm: 2.4109 2024-01-29 21:31:14,730 - mmdet - INFO - Epoch [6][8250/13711] lr: 1.000e-04, eta: 0:15:26, time: 0.159, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0097, loss_cls: 0.0613, acc: 97.5098, loss_bbox: 0.0249, loss: 0.1077, grad_norm: 2.6461 2024-01-29 21:31:22,702 - mmdet - INFO - Epoch [6][8300/13711] lr: 1.000e-04, eta: 0:15:17, time: 0.159, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0112, loss_cls: 0.0635, acc: 97.4803, loss_bbox: 0.0249, loss: 0.1087, grad_norm: 2.6859 2024-01-29 21:31:30,589 - mmdet - INFO - Epoch [6][8350/13711] lr: 1.000e-04, eta: 0:15:09, time: 0.158, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0084, loss_rpn_bbox: 0.0110, loss_cls: 0.0583, acc: 97.5930, loss_bbox: 0.0233, loss: 0.1010, grad_norm: 2.3735 2024-01-29 21:31:38,516 - mmdet - INFO - Epoch [6][8400/13711] lr: 1.000e-04, eta: 0:15:00, time: 0.159, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0119, loss_cls: 0.0592, acc: 97.5592, loss_bbox: 0.0249, loss: 0.1063, grad_norm: 2.4610 2024-01-29 21:31:46,565 - mmdet - INFO - Epoch [6][8450/13711] lr: 1.000e-04, eta: 0:14:51, time: 0.161, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0122, loss_cls: 0.0551, acc: 97.8307, loss_bbox: 0.0219, loss: 0.0998, grad_norm: 2.5256 2024-01-29 21:31:54,364 - mmdet - INFO - Epoch [6][8500/13711] lr: 1.000e-04, eta: 0:14:43, time: 0.156, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0116, loss_cls: 0.0531, acc: 97.8922, loss_bbox: 0.0220, loss: 0.0951, grad_norm: 2.4718 2024-01-29 21:32:02,481 - mmdet - INFO - Epoch [6][8550/13711] lr: 1.000e-04, eta: 0:14:34, time: 0.162, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0110, loss_cls: 0.0607, acc: 97.5977, loss_bbox: 0.0255, loss: 0.1088, grad_norm: 2.6510 2024-01-29 21:32:10,736 - mmdet - INFO - Epoch [6][8600/13711] lr: 1.000e-04, eta: 0:14:26, time: 0.165, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0103, loss_cls: 0.0603, acc: 97.6482, loss_bbox: 0.0234, loss: 0.1014, grad_norm: 2.5945 2024-01-29 21:32:18,471 - mmdet - INFO - Epoch [6][8650/13711] lr: 1.000e-04, eta: 0:14:17, time: 0.155, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0098, loss_cls: 0.0570, acc: 97.6888, loss_bbox: 0.0240, loss: 0.0972, grad_norm: 2.5492 2024-01-29 21:32:26,454 - mmdet - INFO - Epoch [6][8700/13711] lr: 1.000e-04, eta: 0:14:09, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0110, loss_cls: 0.0549, acc: 97.7896, loss_bbox: 0.0228, loss: 0.0945, grad_norm: 2.4015 2024-01-29 21:32:34,589 - mmdet - INFO - Epoch [6][8750/13711] lr: 1.000e-04, eta: 0:14:00, time: 0.163, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0124, loss_cls: 0.0552, acc: 97.8499, loss_bbox: 0.0230, loss: 0.0990, grad_norm: 2.5500 2024-01-29 21:32:42,462 - mmdet - INFO - Epoch [6][8800/13711] lr: 1.000e-04, eta: 0:13:52, time: 0.157, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0121, loss_cls: 0.0664, acc: 97.3363, loss_bbox: 0.0263, loss: 0.1183, grad_norm: 2.8185 2024-01-29 21:32:50,268 - mmdet - INFO - Epoch [6][8850/13711] lr: 1.000e-04, eta: 0:13:43, time: 0.156, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0115, loss_cls: 0.0571, acc: 97.7091, loss_bbox: 0.0219, loss: 0.1002, grad_norm: 2.5170 2024-01-29 21:32:58,069 - mmdet - INFO - Epoch [6][8900/13711] lr: 1.000e-04, eta: 0:13:35, time: 0.156, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0101, loss_rpn_bbox: 0.0102, loss_cls: 0.0608, acc: 97.6216, loss_bbox: 0.0246, loss: 0.1056, grad_norm: 2.6572 2024-01-29 21:33:05,823 - mmdet - INFO - Epoch [6][8950/13711] lr: 1.000e-04, eta: 0:13:26, time: 0.155, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0114, loss_cls: 0.0554, acc: 97.7980, loss_bbox: 0.0222, loss: 0.0956, grad_norm: 2.3858 2024-01-29 21:33:13,537 - mmdet - INFO - Epoch [6][9000/13711] lr: 1.000e-04, eta: 0:13:17, time: 0.154, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0111, loss_cls: 0.0534, acc: 97.9045, loss_bbox: 0.0207, loss: 0.0935, grad_norm: 2.3264 2024-01-29 21:33:21,381 - mmdet - INFO - Epoch [6][9050/13711] lr: 1.000e-04, eta: 0:13:09, time: 0.157, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0102, loss_cls: 0.0542, acc: 97.7231, loss_bbox: 0.0225, loss: 0.0923, grad_norm: 2.3706 2024-01-29 21:33:29,352 - mmdet - INFO - Epoch [6][9100/13711] lr: 1.000e-04, eta: 0:13:00, time: 0.159, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0069, loss_rpn_bbox: 0.0111, loss_cls: 0.0544, acc: 97.8425, loss_bbox: 0.0206, loss: 0.0930, grad_norm: 2.3925 2024-01-29 21:33:37,348 - mmdet - INFO - Epoch [6][9150/13711] lr: 1.000e-04, eta: 0:12:52, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0062, loss_rpn_bbox: 0.0101, loss_cls: 0.0575, acc: 97.6600, loss_bbox: 0.0239, loss: 0.0976, grad_norm: 2.3659 2024-01-29 21:33:45,242 - mmdet - INFO - Epoch [6][9200/13711] lr: 1.000e-04, eta: 0:12:43, time: 0.158, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0123, loss_cls: 0.0631, acc: 97.4746, loss_bbox: 0.0241, loss: 0.1081, grad_norm: 2.6807 2024-01-29 21:33:53,410 - mmdet - INFO - Epoch [6][9250/13711] lr: 1.000e-04, eta: 0:12:35, time: 0.163, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0098, loss_cls: 0.0603, acc: 97.5670, loss_bbox: 0.0241, loss: 0.1008, grad_norm: 2.2738 2024-01-29 21:34:01,294 - mmdet - INFO - Epoch [6][9300/13711] lr: 1.000e-04, eta: 0:12:26, time: 0.158, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0115, loss_cls: 0.0583, acc: 97.5973, loss_bbox: 0.0247, loss: 0.1033, grad_norm: 2.4698 2024-01-29 21:34:09,080 - mmdet - INFO - Epoch [6][9350/13711] lr: 1.000e-04, eta: 0:12:18, time: 0.156, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0124, loss_cls: 0.0572, acc: 97.7403, loss_bbox: 0.0221, loss: 0.1009, grad_norm: 2.5591 2024-01-29 21:34:16,906 - mmdet - INFO - Epoch [6][9400/13711] lr: 1.000e-04, eta: 0:12:09, time: 0.157, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0107, loss_cls: 0.0499, acc: 97.9775, loss_bbox: 0.0208, loss: 0.0881, grad_norm: 2.2185 2024-01-29 21:34:24,803 - mmdet - INFO - Epoch [6][9450/13711] lr: 1.000e-04, eta: 0:12:01, time: 0.158, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0109, loss_cls: 0.0599, acc: 97.6519, loss_bbox: 0.0230, loss: 0.1016, grad_norm: 2.4930 2024-01-29 21:34:32,608 - mmdet - INFO - Epoch [6][9500/13711] lr: 1.000e-04, eta: 0:11:52, time: 0.156, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0084, loss_rpn_bbox: 0.0100, loss_cls: 0.0550, acc: 97.7730, loss_bbox: 0.0233, loss: 0.0966, grad_norm: 2.5171 2024-01-29 21:34:40,358 - mmdet - INFO - Epoch [6][9550/13711] lr: 1.000e-04, eta: 0:11:44, time: 0.155, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0130, loss_cls: 0.0595, acc: 97.6211, loss_bbox: 0.0260, loss: 0.1070, grad_norm: 2.5155 2024-01-29 21:34:48,509 - mmdet - INFO - Epoch [6][9600/13711] lr: 1.000e-04, eta: 0:11:35, time: 0.163, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0101, loss_cls: 0.0607, acc: 97.5991, loss_bbox: 0.0271, loss: 0.1061, grad_norm: 2.5179 2024-01-29 21:34:56,535 - mmdet - INFO - Epoch [6][9650/13711] lr: 1.000e-04, eta: 0:11:27, time: 0.161, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0100, loss_cls: 0.0606, acc: 97.6068, loss_bbox: 0.0232, loss: 0.1035, grad_norm: 2.5812 2024-01-29 21:35:04,733 - mmdet - INFO - Epoch [6][9700/13711] lr: 1.000e-04, eta: 0:11:18, time: 0.164, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0118, loss_cls: 0.0577, acc: 97.7743, loss_bbox: 0.0226, loss: 0.0994, grad_norm: 2.3609 2024-01-29 21:35:12,635 - mmdet - INFO - Epoch [6][9750/13711] lr: 1.000e-04, eta: 0:11:10, time: 0.158, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0097, loss_cls: 0.0569, acc: 97.7193, loss_bbox: 0.0227, loss: 0.0979, grad_norm: 2.5365 2024-01-29 21:35:20,531 - mmdet - INFO - Epoch [6][9800/13711] lr: 1.000e-04, eta: 0:11:01, time: 0.158, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0109, loss_cls: 0.0546, acc: 97.8835, loss_bbox: 0.0219, loss: 0.0948, grad_norm: 2.3867 2024-01-29 21:35:28,441 - mmdet - INFO - Epoch [6][9850/13711] lr: 1.000e-04, eta: 0:10:52, time: 0.158, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0096, loss_cls: 0.0556, acc: 97.7595, loss_bbox: 0.0228, loss: 0.0961, grad_norm: 2.4888 2024-01-29 21:35:36,204 - mmdet - INFO - Epoch [6][9900/13711] lr: 1.000e-04, eta: 0:10:44, time: 0.155, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0115, loss_cls: 0.0618, acc: 97.5817, loss_bbox: 0.0255, loss: 0.1081, grad_norm: 2.6518 2024-01-29 21:35:44,234 - mmdet - INFO - Epoch [6][9950/13711] lr: 1.000e-04, eta: 0:10:35, time: 0.161, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0093, loss_cls: 0.0586, acc: 97.6338, loss_bbox: 0.0240, loss: 0.1023, grad_norm: 2.3940 2024-01-29 21:35:52,358 - mmdet - INFO - Epoch [6][10000/13711] lr: 1.000e-04, eta: 0:10:27, time: 0.162, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0084, loss_rpn_bbox: 0.0116, loss_cls: 0.0589, acc: 97.6085, loss_bbox: 0.0268, loss: 0.1057, grad_norm: 2.5150 2024-01-29 21:36:00,189 - mmdet - INFO - Epoch [6][10050/13711] lr: 1.000e-04, eta: 0:10:18, time: 0.157, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0111, loss_cls: 0.0596, acc: 97.5737, loss_bbox: 0.0257, loss: 0.1046, grad_norm: 2.3178 2024-01-29 21:36:08,931 - mmdet - INFO - Epoch [6][10100/13711] lr: 1.000e-04, eta: 0:10:10, time: 0.175, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0110, loss_cls: 0.0592, acc: 97.5784, loss_bbox: 0.0248, loss: 0.1040, grad_norm: 2.4081 2024-01-29 21:36:16,862 - mmdet - INFO - Epoch [6][10150/13711] lr: 1.000e-04, eta: 0:10:02, time: 0.159, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0129, loss_cls: 0.0569, acc: 97.7527, loss_bbox: 0.0238, loss: 0.1035, grad_norm: 2.6203 2024-01-29 21:36:24,798 - mmdet - INFO - Epoch [6][10200/13711] lr: 1.000e-04, eta: 0:09:53, time: 0.159, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0101, loss_cls: 0.0573, acc: 97.7637, loss_bbox: 0.0225, loss: 0.0980, grad_norm: 2.3024 2024-01-29 21:36:32,876 - mmdet - INFO - Epoch [6][10250/13711] lr: 1.000e-04, eta: 0:09:45, time: 0.162, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0107, loss_cls: 0.0559, acc: 97.7971, loss_bbox: 0.0229, loss: 0.0979, grad_norm: 2.3777 2024-01-29 21:36:40,793 - mmdet - INFO - Epoch [6][10300/13711] lr: 1.000e-04, eta: 0:09:36, time: 0.158, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0101, loss_cls: 0.0548, acc: 97.7969, loss_bbox: 0.0210, loss: 0.0953, grad_norm: 2.4271 2024-01-29 21:36:48,782 - mmdet - INFO - Epoch [6][10350/13711] lr: 1.000e-04, eta: 0:09:28, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0104, loss_cls: 0.0530, acc: 97.8890, loss_bbox: 0.0214, loss: 0.0906, grad_norm: 2.2534 2024-01-29 21:36:56,552 - mmdet - INFO - Epoch [6][10400/13711] lr: 1.000e-04, eta: 0:09:19, time: 0.155, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0097, loss_cls: 0.0521, acc: 97.9637, loss_bbox: 0.0192, loss: 0.0877, grad_norm: 2.2840 2024-01-29 21:37:04,215 - mmdet - INFO - Epoch [6][10450/13711] lr: 1.000e-04, eta: 0:09:11, time: 0.153, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0113, loss_cls: 0.0567, acc: 97.7061, loss_bbox: 0.0230, loss: 0.1002, grad_norm: 2.5100 2024-01-29 21:37:12,915 - mmdet - INFO - Epoch [6][10500/13711] lr: 1.000e-04, eta: 0:09:02, time: 0.174, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0098, loss_cls: 0.0640, acc: 97.5392, loss_bbox: 0.0252, loss: 0.1078, grad_norm: 2.7352 2024-01-29 21:37:20,946 - mmdet - INFO - Epoch [6][10550/13711] lr: 1.000e-04, eta: 0:08:54, time: 0.161, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0123, loss_cls: 0.0568, acc: 97.7841, loss_bbox: 0.0240, loss: 0.1040, grad_norm: 2.4692 2024-01-29 21:37:29,325 - mmdet - INFO - Epoch [6][10600/13711] lr: 1.000e-04, eta: 0:08:45, time: 0.168, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0103, loss_cls: 0.0527, acc: 97.8614, loss_bbox: 0.0220, loss: 0.0914, grad_norm: 2.4743 2024-01-29 21:37:37,516 - mmdet - INFO - Epoch [6][10650/13711] lr: 1.000e-04, eta: 0:08:37, time: 0.164, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0116, loss_cls: 0.0544, acc: 97.8384, loss_bbox: 0.0230, loss: 0.0966, grad_norm: 2.5648 2024-01-29 21:37:45,709 - mmdet - INFO - Epoch [6][10700/13711] lr: 1.000e-04, eta: 0:08:28, time: 0.164, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0100, loss_cls: 0.0480, acc: 98.0626, loss_bbox: 0.0185, loss: 0.0829, grad_norm: 2.1670 2024-01-29 21:37:54,064 - mmdet - INFO - Epoch [6][10750/13711] lr: 1.000e-04, eta: 0:08:20, time: 0.167, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0118, loss_cls: 0.0590, acc: 97.6938, loss_bbox: 0.0241, loss: 0.1041, grad_norm: 2.6371 2024-01-29 21:38:02,556 - mmdet - INFO - Epoch [6][10800/13711] lr: 1.000e-04, eta: 0:08:11, time: 0.170, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0101, loss_rpn_bbox: 0.0109, loss_cls: 0.0555, acc: 97.7913, loss_bbox: 0.0222, loss: 0.0986, grad_norm: 2.5747 2024-01-29 21:38:10,168 - mmdet - INFO - Epoch [6][10850/13711] lr: 1.000e-04, eta: 0:08:03, time: 0.152, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0114, loss_cls: 0.0629, acc: 97.5042, loss_bbox: 0.0263, loss: 0.1113, grad_norm: 2.6187 2024-01-29 21:38:17,911 - mmdet - INFO - Epoch [6][10900/13711] lr: 1.000e-04, eta: 0:07:54, time: 0.155, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0109, loss_cls: 0.0574, acc: 97.7221, loss_bbox: 0.0227, loss: 0.0993, grad_norm: 2.5433 2024-01-29 21:38:25,699 - mmdet - INFO - Epoch [6][10950/13711] lr: 1.000e-04, eta: 0:07:46, time: 0.156, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0071, loss_rpn_bbox: 0.0107, loss_cls: 0.0548, acc: 97.7883, loss_bbox: 0.0233, loss: 0.0959, grad_norm: 2.4795 2024-01-29 21:38:33,700 - mmdet - INFO - Epoch [6][11000/13711] lr: 1.000e-04, eta: 0:07:37, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0105, loss_cls: 0.0595, acc: 97.6490, loss_bbox: 0.0238, loss: 0.1015, grad_norm: 2.5909 2024-01-29 21:38:41,963 - mmdet - INFO - Epoch [6][11050/13711] lr: 1.000e-04, eta: 0:07:29, time: 0.165, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0125, loss_cls: 0.0609, acc: 97.5320, loss_bbox: 0.0269, loss: 0.1101, grad_norm: 2.6063 2024-01-29 21:38:50,338 - mmdet - INFO - Epoch [6][11100/13711] lr: 1.000e-04, eta: 0:07:20, time: 0.167, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0098, loss_cls: 0.0518, acc: 97.9468, loss_bbox: 0.0202, loss: 0.0891, grad_norm: 2.2718 2024-01-29 21:38:58,749 - mmdet - INFO - Epoch [6][11150/13711] lr: 1.000e-04, eta: 0:07:12, time: 0.168, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0113, loss_cls: 0.0663, acc: 97.3558, loss_bbox: 0.0267, loss: 0.1142, grad_norm: 2.6383 2024-01-29 21:39:06,820 - mmdet - INFO - Epoch [6][11200/13711] lr: 1.000e-04, eta: 0:07:04, time: 0.161, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0108, loss_cls: 0.0584, acc: 97.6365, loss_bbox: 0.0241, loss: 0.1013, grad_norm: 2.4508 2024-01-29 21:39:14,785 - mmdet - INFO - Epoch [6][11250/13711] lr: 1.000e-04, eta: 0:06:55, time: 0.159, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0107, loss_cls: 0.0536, acc: 97.8384, loss_bbox: 0.0238, loss: 0.0944, grad_norm: 2.2556 2024-01-29 21:39:22,739 - mmdet - INFO - Epoch [6][11300/13711] lr: 1.000e-04, eta: 0:06:47, time: 0.159, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0108, loss_cls: 0.0524, acc: 97.8904, loss_bbox: 0.0217, loss: 0.0952, grad_norm: 2.4184 2024-01-29 21:39:30,624 - mmdet - INFO - Epoch [6][11350/13711] lr: 1.000e-04, eta: 0:06:38, time: 0.158, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0114, loss_cls: 0.0574, acc: 97.6573, loss_bbox: 0.0257, loss: 0.1025, grad_norm: 2.4718 2024-01-29 21:39:38,660 - mmdet - INFO - Epoch [6][11400/13711] lr: 1.000e-04, eta: 0:06:30, time: 0.161, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0117, loss_cls: 0.0557, acc: 97.8484, loss_bbox: 0.0227, loss: 0.0982, grad_norm: 2.5216 2024-01-29 21:39:46,625 - mmdet - INFO - Epoch [6][11450/13711] lr: 1.000e-04, eta: 0:06:21, time: 0.159, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0094, loss_cls: 0.0582, acc: 97.6808, loss_bbox: 0.0236, loss: 0.0998, grad_norm: 2.4696 2024-01-29 21:39:54,228 - mmdet - INFO - Epoch [6][11500/13711] lr: 1.000e-04, eta: 0:06:13, time: 0.152, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0112, loss_cls: 0.0555, acc: 97.8265, loss_bbox: 0.0233, loss: 0.1007, grad_norm: 2.7295 2024-01-29 21:40:02,265 - mmdet - INFO - Epoch [6][11550/13711] lr: 1.000e-04, eta: 0:06:04, time: 0.161, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0132, loss_cls: 0.0578, acc: 97.7089, loss_bbox: 0.0246, loss: 0.1044, grad_norm: 2.6708 2024-01-29 21:40:10,104 - mmdet - INFO - Epoch [6][11600/13711] lr: 1.000e-04, eta: 0:05:56, time: 0.157, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0110, loss_cls: 0.0560, acc: 97.8138, loss_bbox: 0.0226, loss: 0.1009, grad_norm: 2.6317 2024-01-29 21:40:18,064 - mmdet - INFO - Epoch [6][11650/13711] lr: 1.000e-04, eta: 0:05:47, time: 0.159, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0097, loss_cls: 0.0581, acc: 97.6317, loss_bbox: 0.0247, loss: 0.1016, grad_norm: 2.4581 2024-01-29 21:40:26,048 - mmdet - INFO - Epoch [6][11700/13711] lr: 1.000e-04, eta: 0:05:39, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0110, loss_cls: 0.0549, acc: 97.7787, loss_bbox: 0.0227, loss: 0.0984, grad_norm: 2.4528 2024-01-29 21:40:34,417 - mmdet - INFO - Epoch [6][11750/13711] lr: 1.000e-04, eta: 0:05:30, time: 0.167, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0092, loss_cls: 0.0548, acc: 97.7779, loss_bbox: 0.0229, loss: 0.0930, grad_norm: 2.2882 2024-01-29 21:40:42,393 - mmdet - INFO - Epoch [6][11800/13711] lr: 1.000e-04, eta: 0:05:22, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0110, loss_cls: 0.0547, acc: 97.7645, loss_bbox: 0.0241, loss: 0.0990, grad_norm: 2.4841 2024-01-29 21:40:50,012 - mmdet - INFO - Epoch [6][11850/13711] lr: 1.000e-04, eta: 0:05:13, time: 0.152, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0103, loss_cls: 0.0570, acc: 97.6578, loss_bbox: 0.0256, loss: 0.1034, grad_norm: 2.6537 2024-01-29 21:40:58,341 - mmdet - INFO - Epoch [6][11900/13711] lr: 1.000e-04, eta: 0:05:05, time: 0.167, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0109, loss_cls: 0.0540, acc: 97.8012, loss_bbox: 0.0226, loss: 0.0939, grad_norm: 2.3148 2024-01-29 21:41:06,773 - mmdet - INFO - Epoch [6][11950/13711] lr: 1.000e-04, eta: 0:04:57, time: 0.169, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0106, loss_cls: 0.0582, acc: 97.6978, loss_bbox: 0.0260, loss: 0.1048, grad_norm: 2.5003 2024-01-29 21:41:15,090 - mmdet - INFO - Epoch [6][12000/13711] lr: 1.000e-04, eta: 0:04:48, time: 0.166, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0097, loss_cls: 0.0575, acc: 97.6454, loss_bbox: 0.0261, loss: 0.1019, grad_norm: 2.3851 2024-01-29 21:41:22,718 - mmdet - INFO - Epoch [6][12050/13711] lr: 1.000e-04, eta: 0:04:40, time: 0.153, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0118, loss_cls: 0.0590, acc: 97.6313, loss_bbox: 0.0237, loss: 0.1044, grad_norm: 2.5030 2024-01-29 21:41:30,965 - mmdet - INFO - Epoch [6][12100/13711] lr: 1.000e-04, eta: 0:04:31, time: 0.165, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0116, loss_cls: 0.0590, acc: 97.6367, loss_bbox: 0.0257, loss: 0.1055, grad_norm: 2.5737 2024-01-29 21:41:39,125 - mmdet - INFO - Epoch [6][12150/13711] lr: 1.000e-04, eta: 0:04:23, time: 0.163, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0108, loss_cls: 0.0513, acc: 97.9000, loss_bbox: 0.0213, loss: 0.0911, grad_norm: 2.3106 2024-01-29 21:41:47,167 - mmdet - INFO - Epoch [6][12200/13711] lr: 1.000e-04, eta: 0:04:14, time: 0.161, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0104, loss_cls: 0.0578, acc: 97.6971, loss_bbox: 0.0242, loss: 0.1016, grad_norm: 2.3780 2024-01-29 21:41:54,940 - mmdet - INFO - Epoch [6][12250/13711] lr: 1.000e-04, eta: 0:04:06, time: 0.155, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0115, loss_cls: 0.0585, acc: 97.6785, loss_bbox: 0.0252, loss: 0.1061, grad_norm: 2.6414 2024-01-29 21:42:03,012 - mmdet - INFO - Epoch [6][12300/13711] lr: 1.000e-04, eta: 0:03:57, time: 0.161, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0129, loss_cls: 0.0592, acc: 97.6956, loss_bbox: 0.0226, loss: 0.1041, grad_norm: 2.5477 2024-01-29 21:42:10,913 - mmdet - INFO - Epoch [6][12350/13711] lr: 1.000e-04, eta: 0:03:49, time: 0.158, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0112, loss_cls: 0.0556, acc: 97.7480, loss_bbox: 0.0245, loss: 0.0987, grad_norm: 2.3586 2024-01-29 21:42:19,342 - mmdet - INFO - Epoch [6][12400/13711] lr: 1.000e-04, eta: 0:03:41, time: 0.169, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0071, loss_rpn_bbox: 0.0102, loss_cls: 0.0518, acc: 97.8610, loss_bbox: 0.0222, loss: 0.0913, grad_norm: 2.2127 2024-01-29 21:42:27,134 - mmdet - INFO - Epoch [6][12450/13711] lr: 1.000e-04, eta: 0:03:32, time: 0.156, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0091, loss_cls: 0.0533, acc: 97.8685, loss_bbox: 0.0212, loss: 0.0904, grad_norm: 2.2525 2024-01-29 21:42:34,965 - mmdet - INFO - Epoch [6][12500/13711] lr: 1.000e-04, eta: 0:03:24, time: 0.157, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0112, loss_cls: 0.0598, acc: 97.5350, loss_bbox: 0.0238, loss: 0.1036, grad_norm: 2.4311 2024-01-29 21:42:42,971 - mmdet - INFO - Epoch [6][12550/13711] lr: 1.000e-04, eta: 0:03:15, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0116, loss_cls: 0.0576, acc: 97.6105, loss_bbox: 0.0254, loss: 0.1036, grad_norm: 2.5092 2024-01-29 21:42:50,946 - mmdet - INFO - Epoch [6][12600/13711] lr: 1.000e-04, eta: 0:03:07, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0119, loss_cls: 0.0592, acc: 97.7005, loss_bbox: 0.0257, loss: 0.1054, grad_norm: 2.6086 2024-01-29 21:42:59,016 - mmdet - INFO - Epoch [6][12650/13711] lr: 1.000e-04, eta: 0:02:58, time: 0.161, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0109, loss_cls: 0.0598, acc: 97.6436, loss_bbox: 0.0258, loss: 0.1054, grad_norm: 2.6267 2024-01-29 21:43:07,414 - mmdet - INFO - Epoch [6][12700/13711] lr: 1.000e-04, eta: 0:02:50, time: 0.168, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0118, loss_cls: 0.0568, acc: 97.7192, loss_bbox: 0.0253, loss: 0.1042, grad_norm: 2.6405 2024-01-29 21:43:15,915 - mmdet - INFO - Epoch [6][12750/13711] lr: 1.000e-04, eta: 0:02:41, time: 0.170, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0098, loss_cls: 0.0555, acc: 97.7508, loss_bbox: 0.0242, loss: 0.0979, grad_norm: 2.4591 2024-01-29 21:43:23,726 - mmdet - INFO - Epoch [6][12800/13711] lr: 1.000e-04, eta: 0:02:33, time: 0.156, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0112, loss_cls: 0.0595, acc: 97.7443, loss_bbox: 0.0217, loss: 0.1001, grad_norm: 2.4704 2024-01-29 21:43:31,533 - mmdet - INFO - Epoch [6][12850/13711] lr: 1.000e-04, eta: 0:02:25, time: 0.156, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0104, loss_cls: 0.0566, acc: 97.6746, loss_bbox: 0.0239, loss: 0.0989, grad_norm: 2.4983 2024-01-29 21:43:39,455 - mmdet - INFO - Epoch [6][12900/13711] lr: 1.000e-04, eta: 0:02:16, time: 0.158, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0123, loss_cls: 0.0548, acc: 97.7558, loss_bbox: 0.0213, loss: 0.0940, grad_norm: 2.4039 2024-01-29 21:43:47,580 - mmdet - INFO - Epoch [6][12950/13711] lr: 1.000e-04, eta: 0:02:08, time: 0.162, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0123, loss_cls: 0.0576, acc: 97.6722, loss_bbox: 0.0253, loss: 0.1033, grad_norm: 2.6488 2024-01-29 21:43:56,151 - mmdet - INFO - Epoch [6][13000/13711] lr: 1.000e-04, eta: 0:01:59, time: 0.171, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0120, loss_cls: 0.0619, acc: 97.5479, loss_bbox: 0.0253, loss: 0.1088, grad_norm: 2.6047 2024-01-29 21:44:04,439 - mmdet - INFO - Epoch [6][13050/13711] lr: 1.000e-04, eta: 0:01:51, time: 0.166, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0113, loss_cls: 0.0593, acc: 97.5739, loss_bbox: 0.0257, loss: 0.1041, grad_norm: 2.7199 2024-01-29 21:44:12,755 - mmdet - INFO - Epoch [6][13100/13711] lr: 1.000e-04, eta: 0:01:42, time: 0.166, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0115, loss_cls: 0.0547, acc: 97.8452, loss_bbox: 0.0215, loss: 0.0950, grad_norm: 2.3388 2024-01-29 21:44:20,825 - mmdet - INFO - Epoch [6][13150/13711] lr: 1.000e-04, eta: 0:01:34, time: 0.161, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0105, loss_cls: 0.0575, acc: 97.6848, loss_bbox: 0.0230, loss: 0.0990, grad_norm: 2.3827 2024-01-29 21:44:28,698 - mmdet - INFO - Epoch [6][13200/13711] lr: 1.000e-04, eta: 0:01:26, time: 0.157, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0106, loss_cls: 0.0544, acc: 97.8331, loss_bbox: 0.0221, loss: 0.0939, grad_norm: 2.2736 2024-01-29 21:44:36,662 - mmdet - INFO - Epoch [6][13250/13711] lr: 1.000e-04, eta: 0:01:17, time: 0.159, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0122, loss_cls: 0.0574, acc: 97.7292, loss_bbox: 0.0244, loss: 0.1022, grad_norm: 2.5217 2024-01-29 21:44:44,406 - mmdet - INFO - Epoch [6][13300/13711] lr: 1.000e-04, eta: 0:01:09, time: 0.155, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0104, loss_rpn_bbox: 0.0114, loss_cls: 0.0629, acc: 97.4327, loss_bbox: 0.0258, loss: 0.1105, grad_norm: 2.6877 2024-01-29 21:44:52,428 - mmdet - INFO - Epoch [6][13350/13711] lr: 1.000e-04, eta: 0:01:00, time: 0.160, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0110, loss_rpn_bbox: 0.0121, loss_cls: 0.0614, acc: 97.5379, loss_bbox: 0.0244, loss: 0.1089, grad_norm: 2.6996 2024-01-29 21:45:01,192 - mmdet - INFO - Epoch [6][13400/13711] lr: 1.000e-04, eta: 0:00:52, time: 0.175, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0128, loss_cls: 0.0585, acc: 97.6766, loss_bbox: 0.0256, loss: 0.1043, grad_norm: 2.6115 2024-01-29 21:45:09,311 - mmdet - INFO - Epoch [6][13450/13711] lr: 1.000e-04, eta: 0:00:43, time: 0.162, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0110, loss_cls: 0.0536, acc: 97.8215, loss_bbox: 0.0225, loss: 0.0952, grad_norm: 2.3356 2024-01-29 21:45:17,342 - mmdet - INFO - Epoch [6][13500/13711] lr: 1.000e-04, eta: 0:00:35, time: 0.161, data_time: 0.009, memory: 5302, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0118, loss_cls: 0.0558, acc: 97.8847, loss_bbox: 0.0227, loss: 0.0979, grad_norm: 2.4660 2024-01-29 21:45:25,164 - mmdet - INFO - Epoch [6][13550/13711] lr: 1.000e-04, eta: 0:00:27, time: 0.156, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0124, loss_cls: 0.0536, acc: 97.8606, loss_bbox: 0.0205, loss: 0.0952, grad_norm: 2.6181 2024-01-29 21:45:32,996 - mmdet - INFO - Epoch [6][13600/13711] lr: 1.000e-04, eta: 0:00:18, time: 0.157, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0105, loss_cls: 0.0571, acc: 97.7562, loss_bbox: 0.0220, loss: 0.0975, grad_norm: 2.4060 2024-01-29 21:45:41,022 - mmdet - INFO - Epoch [6][13650/13711] lr: 1.000e-04, eta: 0:00:10, time: 0.161, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0108, loss_cls: 0.0648, acc: 97.4314, loss_bbox: 0.0256, loss: 0.1110, grad_norm: 2.8476 2024-01-29 21:45:49,283 - mmdet - INFO - Epoch [6][13700/13711] lr: 1.000e-04, eta: 0:00:01, time: 0.165, data_time: 0.008, memory: 5302, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0103, loss_cls: 0.0594, acc: 97.5925, loss_bbox: 0.0251, loss: 0.1023, grad_norm: 2.4494 2024-01-29 21:46:10,957 - mmdet - INFO - Saving checkpoint at 6 epochs 2024-01-29 22:06:42,649 - mmdet - INFO - Exp name: mamba_r101_dc5_6x.py 2024-01-29 22:06:42,650 - mmdet - INFO - Epoch(val) [6][176126] all: 0.8382, fast: 0.6529, medium: 0.8382, slow: 0.8951, airplane: 0.9333, antelope: 0.8437, bear: 0.9402, bicycle: 0.7825, bird: 0.7656, bus: 0.8186, car: 0.6729, cattle: 0.8402, dog: 0.8629, domestic_cat: 0.9289, elephant: 0.8552, fox: 0.9541, giant_panda: 0.8674, hamster: 0.9886, horse: 0.8136, lion: 0.8219, lizard: 0.8613, monkey: 0.6397, motorcycle: 0.8808, rabbit: 0.8680, red_panda: 0.8909, sheep: 0.6786, snake: 0.8114, squirrel: 0.7049, tiger: 0.9220, train: 0.8763, turtle: 0.8633, watercraft: 0.6993, whale: 0.7816, zebra: 0.9770