repnext_m3_coco.json

{"env_info": "sys.platform: linux\nPython: 3.8.19 (default, Mar 20 2024, 19:58:24) [GCC 11.2.0]\nCUDA available: True\nGPU 0,1,2,3,4,5,6,7: NVIDIA GeForce RTX 4090 D\nCUDA_HOME: /usr/local/cuda\nNVCC: Cuda compilation tools, release 12.1, V12.1.105\nGCC: gcc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0\nPyTorch: 2.1.2\nPyTorch compiling details: PyTorch built with:\n  - GCC 9.3\n  - C++ Version: 201703\n  - Intel(R) oneAPI Math Kernel Library Version 2023.1-Product Build 20230303 for Intel(R) 64 architecture applications\n  - Intel(R) MKL-DNN v3.1.1 (Git Hash 64f6bcbcbab628e96f33a62c3e975f8535a7bde4)\n  - OpenMP 201511 (a.k.a. OpenMP 4.5)\n  - LAPACK is enabled (usually provided by MKL)\n  - NNPACK is enabled\n  - CPU capability usage: AVX512\n  - CUDA Runtime 12.1\n  - NVCC architecture flags: -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_90,code=sm_90\n  - CuDNN 8.9.2\n  - Magma 2.6.1\n  - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=12.1, CUDNN_VERSION=8.9.2, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=0 -fabi-version=11 -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOROCTRACER -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=bool-operation -Wnarrowing -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=old-style-cast -Wno-invalid-partial-specialization -Wno-unused-private-field -Wno-aligned-allocation-unavailable -Wno-missing-braces -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Werror=cast-function-type -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_DISABLE_GPU_ASSERTS=ON, TORCH_VERSION=2.1.2, 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, USE_ROCM=OFF, \n\nTorchVision: 0.16.2\nOpenCV: 4.9.0\nMMCV: 1.7.2\nMMCV Compiler: GCC 9.3\nMMCV CUDA Compiler: 12.1\nMMDetection: 2.28.2+", "config": "model = dict(\n    type='MaskRCNN',\n    pretrained='torchvision://resnet50',\n    backbone=dict(\n        type='repnext_m3',\n        depth=50,\n        num_stages=4,\n        out_indices=(0, 1, 2, 3),\n        frozen_stages=1,\n        norm_cfg=dict(type='BN', requires_grad=True),\n        norm_eval=True,\n        style='pytorch',\n        init_cfg=dict(\n            type='Pretrained',\n            checkpoint='pretrain/repnext_m3_distill_300e.pth')),\n    neck=dict(\n        type='FPN',\n        in_channels=[64, 128, 256, 512],\n        out_channels=256,\n        num_outs=5),\n    rpn_head=dict(\n        type='RPNHead',\n        in_channels=256,\n        feat_channels=256,\n        anchor_generator=dict(\n            type='AnchorGenerator',\n            scales=[8],\n            ratios=[0.5, 1.0, 2.0],\n            strides=[4, 8, 16, 32, 64]),\n        bbox_coder=dict(\n            type='DeltaXYWHBBoxCoder',\n            target_means=[0.0, 0.0, 0.0, 0.0],\n            target_stds=[1.0, 1.0, 1.0, 1.0]),\n        loss_cls=dict(\n            type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0),\n        loss_bbox=dict(type='L1Loss', loss_weight=1.0)),\n    roi_head=dict(\n        type='StandardRoIHead',\n        bbox_roi_extractor=dict(\n            type='SingleRoIExtractor',\n            roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0),\n            out_channels=256,\n            featmap_strides=[4, 8, 16, 32]),\n        bbox_head=dict(\n            type='Shared2FCBBoxHead',\n            in_channels=256,\n            fc_out_channels=1024,\n            roi_feat_size=7,\n            num_classes=80,\n            bbox_coder=dict(\n                type='DeltaXYWHBBoxCoder',\n                target_means=[0.0, 0.0, 0.0, 0.0],\n                target_stds=[0.1, 0.1, 0.2, 0.2]),\n            reg_class_agnostic=False,\n            loss_cls=dict(\n                type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0),\n            loss_bbox=dict(type='L1Loss', loss_weight=1.0)),\n        mask_roi_extractor=dict(\n            type='SingleRoIExtractor',\n            roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0),\n            out_channels=256,\n            featmap_strides=[4, 8, 16, 32]),\n        mask_head=dict(\n            type='FCNMaskHead',\n            num_convs=4,\n            in_channels=256,\n            conv_out_channels=256,\n            num_classes=80,\n            loss_mask=dict(\n                type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))),\n    train_cfg=dict(\n        rpn=dict(\n            assigner=dict(\n                type='MaxIoUAssigner',\n                pos_iou_thr=0.7,\n                neg_iou_thr=0.3,\n                min_pos_iou=0.3,\n                match_low_quality=True,\n                ignore_iof_thr=-1),\n            sampler=dict(\n                type='RandomSampler',\n                num=256,\n                pos_fraction=0.5,\n                neg_pos_ub=-1,\n                add_gt_as_proposals=False),\n            allowed_border=-1,\n            pos_weight=-1,\n            debug=False),\n        rpn_proposal=dict(\n            nms_pre=2000,\n            max_per_img=1000,\n            nms=dict(type='nms', iou_threshold=0.7),\n            min_bbox_size=0),\n        rcnn=dict(\n            assigner=dict(\n                type='MaxIoUAssigner',\n                pos_iou_thr=0.5,\n                neg_iou_thr=0.5,\n                min_pos_iou=0.5,\n                match_low_quality=True,\n                ignore_iof_thr=-1),\n            sampler=dict(\n                type='RandomSampler',\n                num=512,\n                pos_fraction=0.25,\n                neg_pos_ub=-1,\n                add_gt_as_proposals=True),\n            mask_size=28,\n            pos_weight=-1,\n            debug=False)),\n    test_cfg=dict(\n        rpn=dict(\n            nms_pre=1000,\n            max_per_img=1000,\n            nms=dict(type='nms', iou_threshold=0.7),\n            min_bbox_size=0),\n        rcnn=dict(\n            score_thr=0.05,\n            nms=dict(type='nms', iou_threshold=0.5),\n            max_per_img=100,\n            mask_thr_binary=0.5)))\ndataset_type = 'CocoDataset'\ndata_root = 'data/coco/'\nimg_norm_cfg = dict(\n    mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)\ntrain_pipeline = [\n    dict(type='LoadImageFromFile'),\n    dict(type='LoadAnnotations', with_bbox=True, with_mask=True),\n    dict(type='Resize', img_scale=(1333, 800), keep_ratio=True),\n    dict(type='RandomFlip', flip_ratio=0.5),\n    dict(\n        type='Normalize',\n        mean=[123.675, 116.28, 103.53],\n        std=[58.395, 57.12, 57.375],\n        to_rgb=True),\n    dict(type='Pad', size_divisor=32),\n    dict(type='DefaultFormatBundle'),\n    dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks'])\n]\ntest_pipeline = [\n    dict(type='LoadImageFromFile'),\n    dict(\n        type='MultiScaleFlipAug',\n        img_scale=(1333, 800),\n        flip=False,\n        transforms=[\n            dict(type='Resize', keep_ratio=True),\n            dict(type='RandomFlip'),\n            dict(\n                type='Normalize',\n                mean=[123.675, 116.28, 103.53],\n                std=[58.395, 57.12, 57.375],\n                to_rgb=True),\n            dict(type='Pad', size_divisor=32),\n            dict(type='ImageToTensor', keys=['img']),\n            dict(type='Collect', keys=['img'])\n        ])\n]\ndata = dict(\n    samples_per_gpu=2,\n    workers_per_gpu=2,\n    train=dict(\n        type='CocoDataset',\n        ann_file='data/coco/annotations/instances_train2017.json',\n        img_prefix='data/coco/train2017/',\n        pipeline=[\n            dict(type='LoadImageFromFile'),\n            dict(type='LoadAnnotations', with_bbox=True, with_mask=True),\n            dict(type='Resize', img_scale=(1333, 800), keep_ratio=True),\n            dict(type='RandomFlip', flip_ratio=0.5),\n            dict(\n                type='Normalize',\n                mean=[123.675, 116.28, 103.53],\n                std=[58.395, 57.12, 57.375],\n                to_rgb=True),\n            dict(type='Pad', size_divisor=32),\n            dict(type='DefaultFormatBundle'),\n            dict(\n                type='Collect',\n                keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks'])\n        ]),\n    val=dict(\n        type='CocoDataset',\n        ann_file='data/coco/annotations/instances_val2017.json',\n        img_prefix='data/coco/val2017/',\n        pipeline=[\n            dict(type='LoadImageFromFile'),\n            dict(\n                type='MultiScaleFlipAug',\n                img_scale=(1333, 800),\n                flip=False,\n                transforms=[\n                    dict(type='Resize', keep_ratio=True),\n                    dict(type='RandomFlip'),\n                    dict(\n                        type='Normalize',\n                        mean=[123.675, 116.28, 103.53],\n                        std=[58.395, 57.12, 57.375],\n                        to_rgb=True),\n                    dict(type='Pad', size_divisor=32),\n                    dict(type='ImageToTensor', keys=['img']),\n                    dict(type='Collect', keys=['img'])\n                ])\n        ]),\n    test=dict(\n        type='CocoDataset',\n        ann_file='data/coco/annotations/instances_val2017.json',\n        img_prefix='data/coco/val2017/',\n        pipeline=[\n            dict(type='LoadImageFromFile'),\n            dict(\n                type='MultiScaleFlipAug',\n                img_scale=(1333, 800),\n                flip=False,\n                transforms=[\n                    dict(type='Resize', keep_ratio=True),\n                    dict(type='RandomFlip'),\n                    dict(\n                        type='Normalize',\n                        mean=[123.675, 116.28, 103.53],\n                        std=[58.395, 57.12, 57.375],\n                        to_rgb=True),\n                    dict(type='Pad', size_divisor=32),\n                    dict(type='ImageToTensor', keys=['img']),\n                    dict(type='Collect', keys=['img'])\n                ])\n        ]))\nevaluation = dict(metric=['bbox', 'segm'])\noptimizer = dict(type='AdamW', lr=0.0002, weight_decay=0.05)\noptimizer_config = dict(grad_clip=None)\nlr_config = dict(\n    policy='step',\n    warmup='linear',\n    warmup_iters=500,\n    warmup_ratio=1e-06,\n    step=[8, 11])\nrunner = dict(type='EpochBasedRunner', max_epochs=12)\ncheckpoint_config = dict(interval=1)\nlog_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')])\ncustom_hooks = [dict(type='NumClassCheckHook')]\ndist_params = dict(backend='nccl')\nlog_level = 'INFO'\nload_from = None\nresume_from = None\nworkflow = [('train', 1)]\nwork_dir = './work_dirs/mask_rcnn_repnext_m3_fpn_1x_coco'\nauto_resume = False\ngpu_ids = range(0, 8)\n", "seed": 0, "exp_name": "mask_rcnn_repnext_m3_fpn_1x_coco.py"}
{"mode": "train", "epoch": 1, "iter": 50, "lr": 2e-05, "memory": 5372, "data_time": 0.10119, "loss_rpn_cls": 0.60868, "loss_rpn_bbox": 0.32548, "loss_cls": 1.72258, "acc": 69.06519, "loss_bbox": 0.01573, "loss_mask": 3.70385, "loss": 6.37633, "time": 0.79581}
{"mode": "train", "epoch": 1, "iter": 100, "lr": 4e-05, "memory": 5372, "data_time": 0.02504, "loss_rpn_cls": 0.2905, "loss_rpn_bbox": 0.20543, "loss_cls": 0.32844, "acc": 96.62061, "loss_bbox": 0.08904, "loss_mask": 1.28021, "loss": 2.19362, "time": 0.64539}
{"mode": "train", "epoch": 1, "iter": 150, "lr": 6e-05, "memory": 5372, "data_time": 0.02573, "loss_rpn_cls": 0.21231, "loss_rpn_bbox": 0.14734, "loss_cls": 0.37472, "acc": 94.40308, "loss_bbox": 0.18744, "loss_mask": 0.76438, "loss": 1.68618, "time": 0.70891}
{"mode": "train", "epoch": 1, "iter": 200, "lr": 8e-05, "memory": 5538, "data_time": 0.02689, "loss_rpn_cls": 0.17809, "loss_rpn_bbox": 0.13105, "loss_cls": 0.38492, "acc": 93.76294, "loss_bbox": 0.21397, "loss_mask": 0.70916, "loss": 1.61718, "time": 0.73273}
{"mode": "train", "epoch": 1, "iter": 250, "lr": 0.0001, "memory": 5538, "data_time": 0.02546, "loss_rpn_cls": 0.1494, "loss_rpn_bbox": 0.11987, "loss_cls": 0.40553, "acc": 93.08301, "loss_bbox": 0.24521, "loss_mask": 0.67491, "loss": 1.59493, "time": 0.76306}
{"mode": "train", "epoch": 1, "iter": 300, "lr": 0.00012, "memory": 5538, "data_time": 0.03478, "loss_rpn_cls": 0.12166, "loss_rpn_bbox": 0.10679, "loss_cls": 0.44561, "acc": 92.05176, "loss_bbox": 0.28824, "loss_mask": 0.63626, "loss": 1.59855, "time": 0.77784}
{"mode": "train", "epoch": 1, "iter": 350, "lr": 0.00014, "memory": 5615, "data_time": 0.02247, "loss_rpn_cls": 0.10518, "loss_rpn_bbox": 0.09881, "loss_cls": 0.43847, "acc": 91.77954, "loss_bbox": 0.30117, "loss_mask": 0.61427, "loss": 1.5579, "time": 0.77711}
{"mode": "train", "epoch": 1, "iter": 400, "lr": 0.00016, "memory": 5718, "data_time": 0.02687, "loss_rpn_cls": 0.10456, "loss_rpn_bbox": 0.09809, "loss_cls": 0.46768, "acc": 90.84692, "loss_bbox": 0.33371, "loss_mask": 0.58664, "loss": 1.59067, "time": 0.79827}
{"mode": "train", "epoch": 1, "iter": 450, "lr": 0.00018, "memory": 5718, "data_time": 0.0254, "loss_rpn_cls": 0.09441, "loss_rpn_bbox": 0.09239, "loss_cls": 0.4591, "acc": 90.63232, "loss_bbox": 0.34169, "loss_mask": 0.55937, "loss": 1.54696, "time": 0.80647}
{"mode": "train", "epoch": 1, "iter": 500, "lr": 0.0002, "memory": 5768, "data_time": 0.02229, "loss_rpn_cls": 0.08795, "loss_rpn_bbox": 0.08775, "loss_cls": 0.46588, "acc": 90.2229, "loss_bbox": 0.35649, "loss_mask": 0.53044, "loss": 1.52852, "time": 0.79356}
{"mode": "train", "epoch": 1, "iter": 550, "lr": 0.0002, "memory": 5794, "data_time": 0.02223, "loss_rpn_cls": 0.08557, "loss_rpn_bbox": 0.08272, "loss_cls": 0.45032, "acc": 90.26538, "loss_bbox": 0.35367, "loss_mask": 0.49134, "loss": 1.46361, "time": 0.80783}
{"mode": "train", "epoch": 1, "iter": 600, "lr": 0.0002, "memory": 5801, "data_time": 0.02025, "loss_rpn_cls": 0.08353, "loss_rpn_bbox": 0.08372, "loss_cls": 0.4458, "acc": 89.95605, "loss_bbox": 0.35574, "loss_mask": 0.47093, "loss": 1.43974, "time": 0.83372}
{"mode": "train", "epoch": 1, "iter": 650, "lr": 0.0002, "memory": 5801, "data_time": 0.03116, "loss_rpn_cls": 0.08308, "loss_rpn_bbox": 0.08714, "loss_cls": 0.44541, "acc": 89.83105, "loss_bbox": 0.36629, "loss_mask": 0.45325, "loss": 1.43517, "time": 0.83671}
{"mode": "train", "epoch": 1, "iter": 700, "lr": 0.0002, "memory": 5801, "data_time": 0.02277, "loss_rpn_cls": 0.08268, "loss_rpn_bbox": 0.08408, "loss_cls": 0.43128, "acc": 89.58496, "loss_bbox": 0.37076, "loss_mask": 0.43724, "loss": 1.40604, "time": 0.82709}
{"mode": "train", "epoch": 1, "iter": 750, "lr": 0.0002, "memory": 5801, "data_time": 0.02028, "loss_rpn_cls": 0.08018, "loss_rpn_bbox": 0.08227, "loss_cls": 0.42605, "acc": 89.71533, "loss_bbox": 0.35916, "loss_mask": 0.42937, "loss": 1.37702, "time": 0.82564}
{"mode": "train", "epoch": 1, "iter": 800, "lr": 0.0002, "memory": 5813, "data_time": 0.02757, "loss_rpn_cls": 0.07494, "loss_rpn_bbox": 0.08243, "loss_cls": 0.42573, "acc": 89.50977, "loss_bbox": 0.36716, "loss_mask": 0.42243, "loss": 1.37269, "time": 0.81542}
{"mode": "train", "epoch": 1, "iter": 850, "lr": 0.0002, "memory": 5813, "data_time": 0.02838, "loss_rpn_cls": 0.07473, "loss_rpn_bbox": 0.07908, "loss_cls": 0.39865, "acc": 89.91016, "loss_bbox": 0.34864, "loss_mask": 0.40981, "loss": 1.31092, "time": 0.81662}
{"mode": "train", "epoch": 1, "iter": 900, "lr": 0.0002, "memory": 5818, "data_time": 0.02602, "loss_rpn_cls": 0.07384, "loss_rpn_bbox": 0.07805, "loss_cls": 0.40375, "acc": 89.73828, "loss_bbox": 0.35703, "loss_mask": 0.40893, "loss": 1.3216, "time": 0.81673}
{"mode": "train", "epoch": 1, "iter": 950, "lr": 0.0002, "memory": 5818, "data_time": 0.0253, "loss_rpn_cls": 0.07376, "loss_rpn_bbox": 0.0776, "loss_cls": 0.40269, "acc": 89.95581, "loss_bbox": 0.34612, "loss_mask": 0.39805, "loss": 1.29823, "time": 0.80753}
{"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.0002, "memory": 5818, "data_time": 0.02744, "loss_rpn_cls": 0.07356, "loss_rpn_bbox": 0.07557, "loss_cls": 0.39225, "acc": 89.93335, "loss_bbox": 0.34398, "loss_mask": 0.39572, "loss": 1.28108, "time": 0.8157}
{"mode": "train", "epoch": 1, "iter": 1050, "lr": 0.0002, "memory": 5818, "data_time": 0.02759, "loss_rpn_cls": 0.07095, "loss_rpn_bbox": 0.07386, "loss_cls": 0.39061, "acc": 89.81982, "loss_bbox": 0.3478, "loss_mask": 0.39159, "loss": 1.27481, "time": 0.83181}
{"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.0002, "memory": 5818, "data_time": 0.02891, "loss_rpn_cls": 0.06483, "loss_rpn_bbox": 0.07181, "loss_cls": 0.38057, "acc": 89.98535, "loss_bbox": 0.3389, "loss_mask": 0.38441, "loss": 1.24051, "time": 0.81869}
{"mode": "train", "epoch": 1, "iter": 1150, "lr": 0.0002, "memory": 5818, "data_time": 0.02833, "loss_rpn_cls": 0.06798, "loss_rpn_bbox": 0.07932, "loss_cls": 0.38872, "acc": 89.56958, "loss_bbox": 0.35603, "loss_mask": 0.38153, "loss": 1.27358, "time": 0.82312}
{"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.0002, "memory": 5818, "data_time": 0.03139, "loss_rpn_cls": 0.06903, "loss_rpn_bbox": 0.07913, "loss_cls": 0.37525, "acc": 89.77026, "loss_bbox": 0.35328, "loss_mask": 0.37954, "loss": 1.25623, "time": 0.81642}
{"mode": "train", "epoch": 1, "iter": 1250, "lr": 0.0002, "memory": 5818, "data_time": 0.02675, "loss_rpn_cls": 0.0616, "loss_rpn_bbox": 0.0693, "loss_cls": 0.36744, "acc": 90.23389, "loss_bbox": 0.33206, "loss_mask": 0.37412, "loss": 1.20453, "time": 0.80524}
{"mode": "train", "epoch": 1, "iter": 1300, "lr": 0.0002, "memory": 5818, "data_time": 0.02782, "loss_rpn_cls": 0.06405, "loss_rpn_bbox": 0.07125, "loss_cls": 0.36675, "acc": 90.14917, "loss_bbox": 0.33657, "loss_mask": 0.37199, "loss": 1.21061, "time": 0.83609}
{"mode": "train", "epoch": 1, "iter": 1350, "lr": 0.0002, "memory": 5818, "data_time": 0.02634, "loss_rpn_cls": 0.07217, "loss_rpn_bbox": 0.07775, "loss_cls": 0.37008, "acc": 89.97778, "loss_bbox": 0.3394, "loss_mask": 0.36383, "loss": 1.22322, "time": 0.82133}
{"mode": "train", "epoch": 1, "iter": 1400, "lr": 0.0002, "memory": 5818, "data_time": 0.02672, "loss_rpn_cls": 0.06438, "loss_rpn_bbox": 0.07064, "loss_cls": 0.35929, "acc": 90.35986, "loss_bbox": 0.32674, "loss_mask": 0.35585, "loss": 1.1769, "time": 0.80279}
{"mode": "train", "epoch": 1, "iter": 1450, "lr": 0.0002, "memory": 5818, "data_time": 0.02326, "loss_rpn_cls": 0.06328, "loss_rpn_bbox": 0.07178, "loss_cls": 0.36349, "acc": 89.89453, "loss_bbox": 0.34527, "loss_mask": 0.35365, "loss": 1.19748, "time": 0.82209}
{"mode": "train", "epoch": 1, "iter": 1500, "lr": 0.0002, "memory": 5818, "data_time": 0.0319, "loss_rpn_cls": 0.06942, "loss_rpn_bbox": 0.07847, "loss_cls": 0.35432, "acc": 90.25708, "loss_bbox": 0.33522, "loss_mask": 0.36091, "loss": 1.19834, "time": 0.84012}
{"mode": "train", "epoch": 1, "iter": 1550, "lr": 0.0002, "memory": 5818, "data_time": 0.03564, "loss_rpn_cls": 0.0623, "loss_rpn_bbox": 0.07083, "loss_cls": 0.35599, "acc": 90.17725, "loss_bbox": 0.33425, "loss_mask": 0.36006, "loss": 1.18343, "time": 0.81878}
{"mode": "train", "epoch": 1, "iter": 1600, "lr": 0.0002, "memory": 5818, "data_time": 0.02547, "loss_rpn_cls": 0.06428, "loss_rpn_bbox": 0.07178, "loss_cls": 0.35891, "acc": 90.04688, "loss_bbox": 0.33441, "loss_mask": 0.3552, "loss": 1.18458, "time": 0.81866}
{"mode": "train", "epoch": 1, "iter": 1650, "lr": 0.0002, "memory": 5818, "data_time": 0.03117, "loss_rpn_cls": 0.06229, "loss_rpn_bbox": 0.07168, "loss_cls": 0.3425, "acc": 90.55103, "loss_bbox": 0.32375, "loss_mask": 0.3517, "loss": 1.15191, "time": 0.81591}
{"mode": "train", "epoch": 1, "iter": 1700, "lr": 0.0002, "memory": 5818, "data_time": 0.02896, "loss_rpn_cls": 0.06537, "loss_rpn_bbox": 0.06717, "loss_cls": 0.35395, "acc": 90.15234, "loss_bbox": 0.32986, "loss_mask": 0.35448, "loss": 1.17083, "time": 0.82819}
{"mode": "train", "epoch": 1, "iter": 1750, "lr": 0.0002, "memory": 5818, "data_time": 0.02238, "loss_rpn_cls": 0.06087, "loss_rpn_bbox": 0.07197, "loss_cls": 0.36149, "acc": 89.86157, "loss_bbox": 0.34061, "loss_mask": 0.34778, "loss": 1.18273, "time": 0.82018}
{"mode": "train", "epoch": 1, "iter": 1800, "lr": 0.0002, "memory": 5818, "data_time": 0.02539, "loss_rpn_cls": 0.06255, "loss_rpn_bbox": 0.07283, "loss_cls": 0.35215, "acc": 90.18311, "loss_bbox": 0.33158, "loss_mask": 0.35826, "loss": 1.17738, "time": 0.81207}
{"mode": "train", "epoch": 1, "iter": 1850, "lr": 0.0002, "memory": 5818, "data_time": 0.02691, "loss_rpn_cls": 0.06238, "loss_rpn_bbox": 0.07229, "loss_cls": 0.36202, "acc": 89.86304, "loss_bbox": 0.33489, "loss_mask": 0.34963, "loss": 1.1812, "time": 0.84432}
{"mode": "train", "epoch": 1, "iter": 1900, "lr": 0.0002, "memory": 5818, "data_time": 0.02586, "loss_rpn_cls": 0.06024, "loss_rpn_bbox": 0.06921, "loss_cls": 0.34779, "acc": 90.13379, "loss_bbox": 0.32805, "loss_mask": 0.34748, "loss": 1.15277, "time": 0.81872}
{"mode": "train", "epoch": 1, "iter": 1950, "lr": 0.0002, "memory": 5818, "data_time": 0.02848, "loss_rpn_cls": 0.05764, "loss_rpn_bbox": 0.07174, "loss_cls": 0.33375, "acc": 90.36768, "loss_bbox": 0.32222, "loss_mask": 0.33788, "loss": 1.12323, "time": 0.82536}
{"mode": "train", "epoch": 1, "iter": 2000, "lr": 0.0002, "memory": 5818, "data_time": 0.02911, "loss_rpn_cls": 0.05773, "loss_rpn_bbox": 0.06807, "loss_cls": 0.34785, "acc": 90.22998, "loss_bbox": 0.3278, "loss_mask": 0.34542, "loss": 1.14687, "time": 0.80975}
{"mode": "train", "epoch": 1, "iter": 2050, "lr": 0.0002, "memory": 5818, "data_time": 0.02429, "loss_rpn_cls": 0.0588, "loss_rpn_bbox": 0.07037, "loss_cls": 0.34712, "acc": 90.14307, "loss_bbox": 0.33375, "loss_mask": 0.34467, "loss": 1.1547, "time": 0.84025}
{"mode": "train", "epoch": 1, "iter": 2100, "lr": 0.0002, "memory": 5818, "data_time": 0.02471, "loss_rpn_cls": 0.05634, "loss_rpn_bbox": 0.0649, "loss_cls": 0.33442, "acc": 90.47559, "loss_bbox": 0.32469, "loss_mask": 0.33411, "loss": 1.11446, "time": 0.81562}
{"mode": "train", "epoch": 1, "iter": 2150, "lr": 0.0002, "memory": 5818, "data_time": 0.02232, "loss_rpn_cls": 0.05992, "loss_rpn_bbox": 0.06584, "loss_cls": 0.32858, "acc": 90.48438, "loss_bbox": 0.32477, "loss_mask": 0.33763, "loss": 1.11674, "time": 0.84026}
{"mode": "train", "epoch": 1, "iter": 2200, "lr": 0.0002, "memory": 5818, "data_time": 0.0245, "loss_rpn_cls": 0.06242, "loss_rpn_bbox": 0.0719, "loss_cls": 0.34011, "acc": 90.27197, "loss_bbox": 0.3262, "loss_mask": 0.33696, "loss": 1.13759, "time": 0.83287}
{"mode": "train", "epoch": 1, "iter": 2250, "lr": 0.0002, "memory": 5818, "data_time": 0.02932, "loss_rpn_cls": 0.05748, "loss_rpn_bbox": 0.06775, "loss_cls": 0.33206, "acc": 90.56177, "loss_bbox": 0.31675, "loss_mask": 0.3326, "loss": 1.10664, "time": 0.83322}
{"mode": "train", "epoch": 1, "iter": 2300, "lr": 0.0002, "memory": 5818, "data_time": 0.02094, "loss_rpn_cls": 0.06084, "loss_rpn_bbox": 0.06929, "loss_cls": 0.34629, "acc": 90.01294, "loss_bbox": 0.3394, "loss_mask": 0.34032, "loss": 1.15615, "time": 0.8349}
{"mode": "train", "epoch": 1, "iter": 2350, "lr": 0.0002, "memory": 5818, "data_time": 0.02018, "loss_rpn_cls": 0.05824, "loss_rpn_bbox": 0.0688, "loss_cls": 0.33547, "acc": 90.34424, "loss_bbox": 0.31863, "loss_mask": 0.32817, "loss": 1.10931, "time": 0.85483}
{"mode": "train", "epoch": 1, "iter": 2400, "lr": 0.0002, "memory": 5818, "data_time": 0.02813, "loss_rpn_cls": 0.05845, "loss_rpn_bbox": 0.06905, "loss_cls": 0.3354, "acc": 90.31519, "loss_bbox": 0.31935, "loss_mask": 0.33262, "loss": 1.11486, "time": 0.8658}
{"mode": "train", "epoch": 1, "iter": 2450, "lr": 0.0002, "memory": 5818, "data_time": 0.02676, "loss_rpn_cls": 0.06267, "loss_rpn_bbox": 0.0674, "loss_cls": 0.33605, "acc": 90.28735, "loss_bbox": 0.3306, "loss_mask": 0.32623, "loss": 1.12296, "time": 0.84149}
{"mode": "train", "epoch": 1, "iter": 2500, "lr": 0.0002, "memory": 5818, "data_time": 0.0202, "loss_rpn_cls": 0.05479, "loss_rpn_bbox": 0.06495, "loss_cls": 0.33287, "acc": 90.52515, "loss_bbox": 0.31674, "loss_mask": 0.32247, "loss": 1.09181, "time": 0.83423}
{"mode": "train", "epoch": 1, "iter": 2550, "lr": 0.0002, "memory": 5818, "data_time": 0.02173, "loss_rpn_cls": 0.0594, "loss_rpn_bbox": 0.06615, "loss_cls": 0.33632, "acc": 90.25024, "loss_bbox": 0.3309, "loss_mask": 0.34023, "loss": 1.13299, "time": 0.8248}
{"mode": "train", "epoch": 1, "iter": 2600, "lr": 0.0002, "memory": 5822, "data_time": 0.02805, "loss_rpn_cls": 0.05513, "loss_rpn_bbox": 0.0646, "loss_cls": 0.33173, "acc": 90.35718, "loss_bbox": 0.32679, "loss_mask": 0.32129, "loss": 1.09954, "time": 0.83932}
{"mode": "train", "epoch": 1, "iter": 2650, "lr": 0.0002, "memory": 5822, "data_time": 0.0232, "loss_rpn_cls": 0.05669, "loss_rpn_bbox": 0.0683, "loss_cls": 0.33035, "acc": 90.37671, "loss_bbox": 0.32754, "loss_mask": 0.32714, "loss": 1.11002, "time": 0.84669}
{"mode": "train", "epoch": 1, "iter": 2700, "lr": 0.0002, "memory": 5822, "data_time": 0.02719, "loss_rpn_cls": 0.0578, "loss_rpn_bbox": 0.06945, "loss_cls": 0.33124, "acc": 90.38574, "loss_bbox": 0.32219, "loss_mask": 0.33264, "loss": 1.11332, "time": 0.84789}
{"mode": "train", "epoch": 1, "iter": 2750, "lr": 0.0002, "memory": 5822, "data_time": 0.029, "loss_rpn_cls": 0.05883, "loss_rpn_bbox": 0.06448, "loss_cls": 0.31372, "acc": 90.84277, "loss_bbox": 0.31081, "loss_mask": 0.31584, "loss": 1.06368, "time": 0.83172}
{"mode": "train", "epoch": 1, "iter": 2800, "lr": 0.0002, "memory": 5822, "data_time": 0.02943, "loss_rpn_cls": 0.05417, "loss_rpn_bbox": 0.0646, "loss_cls": 0.3169, "acc": 90.84448, "loss_bbox": 0.31392, "loss_mask": 0.32442, "loss": 1.07401, "time": 0.8126}
{"mode": "train", "epoch": 1, "iter": 2850, "lr": 0.0002, "memory": 5822, "data_time": 0.02781, "loss_rpn_cls": 0.05664, "loss_rpn_bbox": 0.0675, "loss_cls": 0.31614, "acc": 90.66235, "loss_bbox": 0.31966, "loss_mask": 0.32397, "loss": 1.0839, "time": 0.8318}
{"mode": "train", "epoch": 1, "iter": 2900, "lr": 0.0002, "memory": 5822, "data_time": 0.03002, "loss_rpn_cls": 0.05181, "loss_rpn_bbox": 0.06412, "loss_cls": 0.31997, "acc": 90.5127, "loss_bbox": 0.31842, "loss_mask": 0.32588, "loss": 1.08021, "time": 0.84189}
{"mode": "train", "epoch": 1, "iter": 2950, "lr": 0.0002, "memory": 5822, "data_time": 0.01973, "loss_rpn_cls": 0.05657, "loss_rpn_bbox": 0.06845, "loss_cls": 0.3202, "acc": 90.58984, "loss_bbox": 0.31425, "loss_mask": 0.31371, "loss": 1.07319, "time": 0.83883}
{"mode": "train", "epoch": 1, "iter": 3000, "lr": 0.0002, "memory": 5822, "data_time": 0.02267, "loss_rpn_cls": 0.0598, "loss_rpn_bbox": 0.07205, "loss_cls": 0.3198, "acc": 90.67041, "loss_bbox": 0.3146, "loss_mask": 0.32479, "loss": 1.09104, "time": 0.8339}
{"mode": "train", "epoch": 1, "iter": 3050, "lr": 0.0002, "memory": 5822, "data_time": 0.03435, "loss_rpn_cls": 0.05633, "loss_rpn_bbox": 0.06636, "loss_cls": 0.32809, "acc": 90.31226, "loss_bbox": 0.32558, "loss_mask": 0.33002, "loss": 1.10637, "time": 0.85345}
{"mode": "train", "epoch": 1, "iter": 3100, "lr": 0.0002, "memory": 5822, "data_time": 0.02829, "loss_rpn_cls": 0.0536, "loss_rpn_bbox": 0.06382, "loss_cls": 0.32214, "acc": 90.45923, "loss_bbox": 0.32188, "loss_mask": 0.32276, "loss": 1.08419, "time": 0.84866}
{"mode": "train", "epoch": 1, "iter": 3150, "lr": 0.0002, "memory": 5822, "data_time": 0.02069, "loss_rpn_cls": 0.05085, "loss_rpn_bbox": 0.06499, "loss_cls": 0.31788, "acc": 90.66479, "loss_bbox": 0.3128, "loss_mask": 0.32507, "loss": 1.07159, "time": 0.83744}
{"mode": "train", "epoch": 1, "iter": 3200, "lr": 0.0002, "memory": 5822, "data_time": 0.02165, "loss_rpn_cls": 0.05678, "loss_rpn_bbox": 0.0659, "loss_cls": 0.32515, "acc": 90.70874, "loss_bbox": 0.3134, "loss_mask": 0.31736, "loss": 1.07859, "time": 0.84138}
{"mode": "train", "epoch": 1, "iter": 3250, "lr": 0.0002, "memory": 5822, "data_time": 0.02544, "loss_rpn_cls": 0.05281, "loss_rpn_bbox": 0.06376, "loss_cls": 0.32677, "acc": 90.1936, "loss_bbox": 0.32545, "loss_mask": 0.3178, "loss": 1.08658, "time": 0.83891}
{"mode": "train", "epoch": 1, "iter": 3300, "lr": 0.0002, "memory": 5822, "data_time": 0.02391, "loss_rpn_cls": 0.05614, "loss_rpn_bbox": 0.06815, "loss_cls": 0.32343, "acc": 90.52515, "loss_bbox": 0.32115, "loss_mask": 0.32177, "loss": 1.09063, "time": 0.85317}
{"mode": "train", "epoch": 1, "iter": 3350, "lr": 0.0002, "memory": 5822, "data_time": 0.02423, "loss_rpn_cls": 0.05785, "loss_rpn_bbox": 0.0625, "loss_cls": 0.31733, "acc": 90.72461, "loss_bbox": 0.30752, "loss_mask": 0.31824, "loss": 1.06344, "time": 0.83589}
{"mode": "train", "epoch": 1, "iter": 3400, "lr": 0.0002, "memory": 5822, "data_time": 0.02893, "loss_rpn_cls": 0.05493, "loss_rpn_bbox": 0.06804, "loss_cls": 0.31153, "acc": 90.71606, "loss_bbox": 0.31351, "loss_mask": 0.32106, "loss": 1.06906, "time": 0.8177}
{"mode": "train", "epoch": 1, "iter": 3450, "lr": 0.0002, "memory": 5822, "data_time": 0.02046, "loss_rpn_cls": 0.0547, "loss_rpn_bbox": 0.06813, "loss_cls": 0.32754, "acc": 90.42725, "loss_bbox": 0.31782, "loss_mask": 0.31869, "loss": 1.08688, "time": 0.822}
{"mode": "train", "epoch": 1, "iter": 3500, "lr": 0.0002, "memory": 5822, "data_time": 0.03154, "loss_rpn_cls": 0.05404, "loss_rpn_bbox": 0.06458, "loss_cls": 0.31235, "acc": 90.74805, "loss_bbox": 0.31392, "loss_mask": 0.31653, "loss": 1.06143, "time": 0.82042}
{"mode": "train", "epoch": 1, "iter": 3550, "lr": 0.0002, "memory": 5822, "data_time": 0.02604, "loss_rpn_cls": 0.04998, "loss_rpn_bbox": 0.06393, "loss_cls": 0.32441, "acc": 90.43945, "loss_bbox": 0.31894, "loss_mask": 0.32073, "loss": 1.07799, "time": 0.84696}
{"mode": "train", "epoch": 1, "iter": 3600, "lr": 0.0002, "memory": 5822, "data_time": 0.02852, "loss_rpn_cls": 0.05319, "loss_rpn_bbox": 0.06264, "loss_cls": 0.3144, "acc": 90.55396, "loss_bbox": 0.31656, "loss_mask": 0.31495, "loss": 1.06175, "time": 0.83686}
{"mode": "train", "epoch": 1, "iter": 3650, "lr": 0.0002, "memory": 5822, "data_time": 0.02684, "loss_rpn_cls": 0.05411, "loss_rpn_bbox": 0.06716, "loss_cls": 0.32378, "acc": 90.46533, "loss_bbox": 0.31767, "loss_mask": 0.31715, "loss": 1.07988, "time": 0.86005}
{"mode": "train", "epoch": 1, "iter": 3700, "lr": 0.0002, "memory": 5822, "data_time": 0.02558, "loss_rpn_cls": 0.05079, "loss_rpn_bbox": 0.06506, "loss_cls": 0.31182, "acc": 90.59473, "loss_bbox": 0.31712, "loss_mask": 0.31301, "loss": 1.0578, "time": 0.85687}
{"mode": "train", "epoch": 1, "iter": 3750, "lr": 0.0002, "memory": 5822, "data_time": 0.02469, "loss_rpn_cls": 0.0536, "loss_rpn_bbox": 0.06903, "loss_cls": 0.33163, "acc": 90.00415, "loss_bbox": 0.33641, "loss_mask": 0.32119, "loss": 1.11185, "time": 0.9994}
{"mode": "train", "epoch": 1, "iter": 3800, "lr": 0.0002, "memory": 5822, "data_time": 0.0228, "loss_rpn_cls": 0.04926, "loss_rpn_bbox": 0.06381, "loss_cls": 0.32216, "acc": 90.57935, "loss_bbox": 0.31204, "loss_mask": 0.31179, "loss": 1.05906, "time": 0.88559}
{"mode": "train", "epoch": 1, "iter": 3850, "lr": 0.0002, "memory": 5822, "data_time": 0.03007, "loss_rpn_cls": 0.05581, "loss_rpn_bbox": 0.06572, "loss_cls": 0.3161, "acc": 90.62061, "loss_bbox": 0.31454, "loss_mask": 0.32134, "loss": 1.07352, "time": 0.83518}
{"mode": "train", "epoch": 1, "iter": 3900, "lr": 0.0002, "memory": 5822, "data_time": 0.02303, "loss_rpn_cls": 0.04921, "loss_rpn_bbox": 0.06213, "loss_cls": 0.32151, "acc": 90.3645, "loss_bbox": 0.3222, "loss_mask": 0.31635, "loss": 1.0714, "time": 0.85107}
{"mode": "train", "epoch": 1, "iter": 3950, "lr": 0.0002, "memory": 5822, "data_time": 0.02001, "loss_rpn_cls": 0.04868, "loss_rpn_bbox": 0.06087, "loss_cls": 0.30695, "acc": 90.86426, "loss_bbox": 0.30967, "loss_mask": 0.31048, "loss": 1.03664, "time": 0.82947}
{"mode": "train", "epoch": 1, "iter": 4000, "lr": 0.0002, "memory": 5822, "data_time": 0.01996, "loss_rpn_cls": 0.05018, "loss_rpn_bbox": 0.06393, "loss_cls": 0.30821, "acc": 90.92334, "loss_bbox": 0.30555, "loss_mask": 0.31271, "loss": 1.04058, "time": 0.83706}
{"mode": "train", "epoch": 1, "iter": 4050, "lr": 0.0002, "memory": 5822, "data_time": 0.02385, "loss_rpn_cls": 0.04985, "loss_rpn_bbox": 0.06402, "loss_cls": 0.3043, "acc": 90.78564, "loss_bbox": 0.3074, "loss_mask": 0.31127, "loss": 1.03685, "time": 0.82875}
{"mode": "train", "epoch": 1, "iter": 4100, "lr": 0.0002, "memory": 5822, "data_time": 0.02283, "loss_rpn_cls": 0.05366, "loss_rpn_bbox": 0.06418, "loss_cls": 0.30424, "acc": 90.86621, "loss_bbox": 0.30228, "loss_mask": 0.30811, "loss": 1.03247, "time": 0.82736}
{"mode": "train", "epoch": 1, "iter": 4150, "lr": 0.0002, "memory": 5822, "data_time": 0.02876, "loss_rpn_cls": 0.05272, "loss_rpn_bbox": 0.06468, "loss_cls": 0.31844, "acc": 90.33691, "loss_bbox": 0.31824, "loss_mask": 0.3178, "loss": 1.0719, "time": 0.82936}
{"mode": "train", "epoch": 1, "iter": 4200, "lr": 0.0002, "memory": 5822, "data_time": 0.02385, "loss_rpn_cls": 0.05182, "loss_rpn_bbox": 0.0623, "loss_cls": 0.31034, "acc": 90.83813, "loss_bbox": 0.31012, "loss_mask": 0.30232, "loss": 1.03691, "time": 0.83006}
{"mode": "train", "epoch": 1, "iter": 4250, "lr": 0.0002, "memory": 5822, "data_time": 0.02166, "loss_rpn_cls": 0.05094, "loss_rpn_bbox": 0.06369, "loss_cls": 0.31147, "acc": 90.66626, "loss_bbox": 0.31005, "loss_mask": 0.30394, "loss": 1.04009, "time": 0.83809}
{"mode": "train", "epoch": 1, "iter": 4300, "lr": 0.0002, "memory": 5822, "data_time": 0.02169, "loss_rpn_cls": 0.04942, "loss_rpn_bbox": 0.06264, "loss_cls": 0.30813, "acc": 90.67651, "loss_bbox": 0.31889, "loss_mask": 0.31049, "loss": 1.04956, "time": 0.84846}
{"mode": "train", "epoch": 1, "iter": 4350, "lr": 0.0002, "memory": 5822, "data_time": 0.02431, "loss_rpn_cls": 0.04935, "loss_rpn_bbox": 0.05865, "loss_cls": 0.29388, "acc": 91.19531, "loss_bbox": 0.29749, "loss_mask": 0.30315, "loss": 1.00252, "time": 0.82017}
{"mode": "train", "epoch": 1, "iter": 4400, "lr": 0.0002, "memory": 5822, "data_time": 0.02216, "loss_rpn_cls": 0.05372, "loss_rpn_bbox": 0.0635, "loss_cls": 0.30021, "acc": 90.9939, "loss_bbox": 0.30173, "loss_mask": 0.3145, "loss": 1.03365, "time": 0.83094}
{"mode": "train", "epoch": 1, "iter": 4450, "lr": 0.0002, "memory": 5822, "data_time": 0.02712, "loss_rpn_cls": 0.05011, "loss_rpn_bbox": 0.05997, "loss_cls": 0.30837, "acc": 90.70117, "loss_bbox": 0.30951, "loss_mask": 0.30356, "loss": 1.03152, "time": 0.84177}
{"mode": "train", "epoch": 1, "iter": 4500, "lr": 0.0002, "memory": 5822, "data_time": 0.0267, "loss_rpn_cls": 0.04519, "loss_rpn_bbox": 0.06076, "loss_cls": 0.2968, "acc": 90.9563, "loss_bbox": 0.30672, "loss_mask": 0.30148, "loss": 1.01095, "time": 0.84147}
{"mode": "train", "epoch": 1, "iter": 4550, "lr": 0.0002, "memory": 5822, "data_time": 0.02342, "loss_rpn_cls": 0.04764, "loss_rpn_bbox": 0.05979, "loss_cls": 0.28488, "acc": 91.30786, "loss_bbox": 0.28876, "loss_mask": 0.3033, "loss": 0.98436, "time": 0.82444}
{"mode": "train", "epoch": 1, "iter": 4600, "lr": 0.0002, "memory": 5822, "data_time": 0.01923, "loss_rpn_cls": 0.04523, "loss_rpn_bbox": 0.05911, "loss_cls": 0.29573, "acc": 91.14062, "loss_bbox": 0.2936, "loss_mask": 0.30567, "loss": 0.99933, "time": 0.84404}
{"mode": "train", "epoch": 1, "iter": 4650, "lr": 0.0002, "memory": 5822, "data_time": 0.02245, "loss_rpn_cls": 0.05108, "loss_rpn_bbox": 0.06316, "loss_cls": 0.30818, "acc": 90.67798, "loss_bbox": 0.31081, "loss_mask": 0.30919, "loss": 1.04241, "time": 0.84259}
{"mode": "train", "epoch": 1, "iter": 4700, "lr": 0.0002, "memory": 5822, "data_time": 0.02081, "loss_rpn_cls": 0.04867, "loss_rpn_bbox": 0.05824, "loss_cls": 0.3075, "acc": 90.8186, "loss_bbox": 0.30399, "loss_mask": 0.30276, "loss": 1.02116, "time": 0.83804}
{"mode": "train", "epoch": 1, "iter": 4750, "lr": 0.0002, "memory": 5822, "data_time": 0.02472, "loss_rpn_cls": 0.05455, "loss_rpn_bbox": 0.06506, "loss_cls": 0.31098, "acc": 90.7124, "loss_bbox": 0.31047, "loss_mask": 0.30865, "loss": 1.04971, "time": 0.85157}
{"mode": "train", "epoch": 1, "iter": 4800, "lr": 0.0002, "memory": 5822, "data_time": 0.02315, "loss_rpn_cls": 0.05355, "loss_rpn_bbox": 0.06341, "loss_cls": 0.29598, "acc": 91.08032, "loss_bbox": 0.29844, "loss_mask": 0.30634, "loss": 1.01771, "time": 0.82828}
{"mode": "train", "epoch": 1, "iter": 4850, "lr": 0.0002, "memory": 5822, "data_time": 0.02393, "loss_rpn_cls": 0.05157, "loss_rpn_bbox": 0.06169, "loss_cls": 0.3014, "acc": 90.88721, "loss_bbox": 0.30463, "loss_mask": 0.30204, "loss": 1.02133, "time": 0.83821}
{"mode": "train", "epoch": 1, "iter": 4900, "lr": 0.0002, "memory": 5822, "data_time": 0.02911, "loss_rpn_cls": 0.05242, "loss_rpn_bbox": 0.06663, "loss_cls": 0.2996, "acc": 90.80151, "loss_bbox": 0.30401, "loss_mask": 0.30791, "loss": 1.03056, "time": 0.82588}
{"mode": "train", "epoch": 1, "iter": 4950, "lr": 0.0002, "memory": 5822, "data_time": 0.02767, "loss_rpn_cls": 0.05217, "loss_rpn_bbox": 0.06457, "loss_cls": 0.29917, "acc": 90.87524, "loss_bbox": 0.30564, "loss_mask": 0.3035, "loss": 1.02504, "time": 0.84712}
{"mode": "train", "epoch": 1, "iter": 5000, "lr": 0.0002, "memory": 5822, "data_time": 0.02313, "loss_rpn_cls": 0.04834, "loss_rpn_bbox": 0.05714, "loss_cls": 0.29322, "acc": 91.271, "loss_bbox": 0.28726, "loss_mask": 0.30005, "loss": 0.98601, "time": 0.82587}
{"mode": "train", "epoch": 1, "iter": 5050, "lr": 0.0002, "memory": 5822, "data_time": 0.02764, "loss_rpn_cls": 0.05031, "loss_rpn_bbox": 0.06245, "loss_cls": 0.30426, "acc": 90.6001, "loss_bbox": 0.31281, "loss_mask": 0.29672, "loss": 1.02655, "time": 0.82901}
{"mode": "train", "epoch": 1, "iter": 5100, "lr": 0.0002, "memory": 5822, "data_time": 0.02229, "loss_rpn_cls": 0.04854, "loss_rpn_bbox": 0.05801, "loss_cls": 0.31227, "acc": 90.79443, "loss_bbox": 0.30313, "loss_mask": 0.30057, "loss": 1.02251, "time": 0.81644}
{"mode": "train", "epoch": 1, "iter": 5150, "lr": 0.0002, "memory": 5822, "data_time": 0.02399, "loss_rpn_cls": 0.05035, "loss_rpn_bbox": 0.06216, "loss_cls": 0.2965, "acc": 90.94629, "loss_bbox": 0.30881, "loss_mask": 0.30652, "loss": 1.02435, "time": 0.84642}
{"mode": "train", "epoch": 1, "iter": 5200, "lr": 0.0002, "memory": 5822, "data_time": 0.03519, "loss_rpn_cls": 0.05495, "loss_rpn_bbox": 0.06382, "loss_cls": 0.29794, "acc": 90.96606, "loss_bbox": 0.30755, "loss_mask": 0.30238, "loss": 1.02662, "time": 0.85399}
{"mode": "train", "epoch": 1, "iter": 5250, "lr": 0.0002, "memory": 5822, "data_time": 0.02544, "loss_rpn_cls": 0.05237, "loss_rpn_bbox": 0.06332, "loss_cls": 0.31238, "acc": 90.55786, "loss_bbox": 0.30975, "loss_mask": 0.3101, "loss": 1.04792, "time": 0.85081}
{"mode": "train", "epoch": 1, "iter": 5300, "lr": 0.0002, "memory": 5822, "data_time": 0.02869, "loss_rpn_cls": 0.05032, "loss_rpn_bbox": 0.0624, "loss_cls": 0.30557, "acc": 90.59912, "loss_bbox": 0.31529, "loss_mask": 0.31211, "loss": 1.04568, "time": 0.83539}
{"mode": "train", "epoch": 1, "iter": 5350, "lr": 0.0002, "memory": 5822, "data_time": 0.02617, "loss_rpn_cls": 0.04808, "loss_rpn_bbox": 0.06138, "loss_cls": 0.31096, "acc": 90.57031, "loss_bbox": 0.31125, "loss_mask": 0.30261, "loss": 1.03428, "time": 0.84255}
{"mode": "train", "epoch": 1, "iter": 5400, "lr": 0.0002, "memory": 5822, "data_time": 0.02042, "loss_rpn_cls": 0.04959, "loss_rpn_bbox": 0.05943, "loss_cls": 0.29939, "acc": 90.99048, "loss_bbox": 0.30183, "loss_mask": 0.30102, "loss": 1.01125, "time": 0.86081}
{"mode": "train", "epoch": 1, "iter": 5450, "lr": 0.0002, "memory": 5822, "data_time": 0.02291, "loss_rpn_cls": 0.05025, "loss_rpn_bbox": 0.06475, "loss_cls": 0.28883, "acc": 91.30469, "loss_bbox": 0.29433, "loss_mask": 0.29517, "loss": 0.99332, "time": 0.85079}
{"mode": "train", "epoch": 1, "iter": 5500, "lr": 0.0002, "memory": 5822, "data_time": 0.0231, "loss_rpn_cls": 0.04672, "loss_rpn_bbox": 0.06326, "loss_cls": 0.28927, "acc": 91.16309, "loss_bbox": 0.299, "loss_mask": 0.29703, "loss": 0.99527, "time": 0.8313}
{"mode": "train", "epoch": 1, "iter": 5550, "lr": 0.0002, "memory": 5822, "data_time": 0.02434, "loss_rpn_cls": 0.04736, "loss_rpn_bbox": 0.06189, "loss_cls": 0.29731, "acc": 90.7627, "loss_bbox": 0.31276, "loss_mask": 0.29931, "loss": 1.01863, "time": 0.84893}
{"mode": "train", "epoch": 1, "iter": 5600, "lr": 0.0002, "memory": 5822, "data_time": 0.02149, "loss_rpn_cls": 0.05021, "loss_rpn_bbox": 0.05896, "loss_cls": 0.2915, "acc": 91.11035, "loss_bbox": 0.29389, "loss_mask": 0.29729, "loss": 0.99185, "time": 0.82455}
{"mode": "train", "epoch": 1, "iter": 5650, "lr": 0.0002, "memory": 5822, "data_time": 0.02737, "loss_rpn_cls": 0.05048, "loss_rpn_bbox": 0.06523, "loss_cls": 0.30679, "acc": 90.72925, "loss_bbox": 0.30347, "loss_mask": 0.30072, "loss": 1.0267, "time": 0.84601}
{"mode": "train", "epoch": 1, "iter": 5700, "lr": 0.0002, "memory": 5822, "data_time": 0.02491, "loss_rpn_cls": 0.04743, "loss_rpn_bbox": 0.06014, "loss_cls": 0.2971, "acc": 90.73999, "loss_bbox": 0.30746, "loss_mask": 0.29071, "loss": 1.00284, "time": 0.84927}
{"mode": "train", "epoch": 1, "iter": 5750, "lr": 0.0002, "memory": 5822, "data_time": 0.02634, "loss_rpn_cls": 0.05003, "loss_rpn_bbox": 0.06279, "loss_cls": 0.30671, "acc": 90.87524, "loss_bbox": 0.30133, "loss_mask": 0.30422, "loss": 1.02508, "time": 0.85168}
{"mode": "train", "epoch": 1, "iter": 5800, "lr": 0.0002, "memory": 5822, "data_time": 0.0273, "loss_rpn_cls": 0.04842, "loss_rpn_bbox": 0.06494, "loss_cls": 0.31121, "acc": 90.54126, "loss_bbox": 0.31355, "loss_mask": 0.29609, "loss": 1.03421, "time": 0.84438}
{"mode": "train", "epoch": 1, "iter": 5850, "lr": 0.0002, "memory": 5822, "data_time": 0.0259, "loss_rpn_cls": 0.04783, "loss_rpn_bbox": 0.05869, "loss_cls": 0.2866, "acc": 91.0918, "loss_bbox": 0.29224, "loss_mask": 0.28949, "loss": 0.97486, "time": 0.82648}
{"mode": "train", "epoch": 1, "iter": 5900, "lr": 0.0002, "memory": 5824, "data_time": 0.03164, "loss_rpn_cls": 0.04952, "loss_rpn_bbox": 0.06543, "loss_cls": 0.30973, "acc": 90.45752, "loss_bbox": 0.31686, "loss_mask": 0.30002, "loss": 1.04156, "time": 0.83709}
{"mode": "train", "epoch": 1, "iter": 5950, "lr": 0.0002, "memory": 5824, "data_time": 0.02394, "loss_rpn_cls": 0.04386, "loss_rpn_bbox": 0.05782, "loss_cls": 0.2873, "acc": 91.04907, "loss_bbox": 0.29648, "loss_mask": 0.29725, "loss": 0.98272, "time": 0.82123}
{"mode": "train", "epoch": 1, "iter": 6000, "lr": 0.0002, "memory": 5824, "data_time": 0.02238, "loss_rpn_cls": 0.04672, "loss_rpn_bbox": 0.05947, "loss_cls": 0.29612, "acc": 91.04248, "loss_bbox": 0.29736, "loss_mask": 0.29081, "loss": 0.99047, "time": 0.82442}
{"mode": "train", "epoch": 1, "iter": 6050, "lr": 0.0002, "memory": 5824, "data_time": 0.02168, "loss_rpn_cls": 0.04825, "loss_rpn_bbox": 0.05991, "loss_cls": 0.29665, "acc": 90.99609, "loss_bbox": 0.29704, "loss_mask": 0.29467, "loss": 0.99652, "time": 0.84725}
{"mode": "train", "epoch": 1, "iter": 6100, "lr": 0.0002, "memory": 5824, "data_time": 0.02739, "loss_rpn_cls": 0.04877, "loss_rpn_bbox": 0.0603, "loss_cls": 0.28576, "acc": 91.36279, "loss_bbox": 0.28582, "loss_mask": 0.28618, "loss": 0.96684, "time": 0.84577}
{"mode": "train", "epoch": 1, "iter": 6150, "lr": 0.0002, "memory": 5824, "data_time": 0.03068, "loss_rpn_cls": 0.04727, "loss_rpn_bbox": 0.05733, "loss_cls": 0.27636, "acc": 91.48901, "loss_bbox": 0.28991, "loss_mask": 0.29831, "loss": 0.96918, "time": 0.84565}
{"mode": "train", "epoch": 1, "iter": 6200, "lr": 0.0002, "memory": 5824, "data_time": 0.02773, "loss_rpn_cls": 0.0483, "loss_rpn_bbox": 0.06583, "loss_cls": 0.30182, "acc": 90.80347, "loss_bbox": 0.30071, "loss_mask": 0.30142, "loss": 1.01808, "time": 0.83608}
{"mode": "train", "epoch": 1, "iter": 6250, "lr": 0.0002, "memory": 5824, "data_time": 0.03087, "loss_rpn_cls": 0.04244, "loss_rpn_bbox": 0.06047, "loss_cls": 0.28902, "acc": 91.12036, "loss_bbox": 0.2922, "loss_mask": 0.29548, "loss": 0.9796, "time": 0.85526}
{"mode": "train", "epoch": 1, "iter": 6300, "lr": 0.0002, "memory": 5824, "data_time": 0.02936, "loss_rpn_cls": 0.04833, "loss_rpn_bbox": 0.05874, "loss_cls": 0.28879, "acc": 91.18726, "loss_bbox": 0.2904, "loss_mask": 0.29887, "loss": 0.98513, "time": 0.85916}
{"mode": "train", "epoch": 1, "iter": 6350, "lr": 0.0002, "memory": 5824, "data_time": 0.02329, "loss_rpn_cls": 0.04916, "loss_rpn_bbox": 0.0597, "loss_cls": 0.28948, "acc": 91.23145, "loss_bbox": 0.29037, "loss_mask": 0.29462, "loss": 0.98333, "time": 0.931}
{"mode": "train", "epoch": 1, "iter": 6400, "lr": 0.0002, "memory": 5824, "data_time": 0.01989, "loss_rpn_cls": 0.04711, "loss_rpn_bbox": 0.05806, "loss_cls": 0.2837, "acc": 91.32593, "loss_bbox": 0.28889, "loss_mask": 0.29597, "loss": 0.97374, "time": 0.85699}
{"mode": "train", "epoch": 1, "iter": 6450, "lr": 0.0002, "memory": 5824, "data_time": 0.02245, "loss_rpn_cls": 0.04522, "loss_rpn_bbox": 0.056, "loss_cls": 0.28032, "acc": 91.36011, "loss_bbox": 0.29285, "loss_mask": 0.29544, "loss": 0.96984, "time": 0.82174}
{"mode": "train", "epoch": 1, "iter": 6500, "lr": 0.0002, "memory": 5824, "data_time": 0.03077, "loss_rpn_cls": 0.04447, "loss_rpn_bbox": 0.06044, "loss_cls": 0.2933, "acc": 91.07373, "loss_bbox": 0.29689, "loss_mask": 0.29431, "loss": 0.98941, "time": 0.83103}
{"mode": "train", "epoch": 1, "iter": 6550, "lr": 0.0002, "memory": 5824, "data_time": 0.02221, "loss_rpn_cls": 0.04393, "loss_rpn_bbox": 0.05881, "loss_cls": 0.28323, "acc": 91.52148, "loss_bbox": 0.28546, "loss_mask": 0.30028, "loss": 0.97171, "time": 0.8231}
{"mode": "train", "epoch": 1, "iter": 6600, "lr": 0.0002, "memory": 5824, "data_time": 0.02705, "loss_rpn_cls": 0.04337, "loss_rpn_bbox": 0.05995, "loss_cls": 0.29282, "acc": 91.07446, "loss_bbox": 0.29708, "loss_mask": 0.29063, "loss": 0.98384, "time": 0.84583}
{"mode": "train", "epoch": 1, "iter": 6650, "lr": 0.0002, "memory": 5824, "data_time": 0.02618, "loss_rpn_cls": 0.04523, "loss_rpn_bbox": 0.05944, "loss_cls": 0.28342, "acc": 91.2937, "loss_bbox": 0.29427, "loss_mask": 0.29623, "loss": 0.97859, "time": 0.83348}
{"mode": "train", "epoch": 1, "iter": 6700, "lr": 0.0002, "memory": 5824, "data_time": 0.01881, "loss_rpn_cls": 0.04492, "loss_rpn_bbox": 0.06148, "loss_cls": 0.29188, "acc": 91.16211, "loss_bbox": 0.29323, "loss_mask": 0.29339, "loss": 0.9849, "time": 0.84469}
{"mode": "train", "epoch": 1, "iter": 6750, "lr": 0.0002, "memory": 5824, "data_time": 0.02822, "loss_rpn_cls": 0.04741, "loss_rpn_bbox": 0.06014, "loss_cls": 0.30204, "acc": 90.7251, "loss_bbox": 0.30465, "loss_mask": 0.2909, "loss": 1.00515, "time": 0.84047}
{"mode": "train", "epoch": 1, "iter": 6800, "lr": 0.0002, "memory": 5824, "data_time": 0.02886, "loss_rpn_cls": 0.04739, "loss_rpn_bbox": 0.06376, "loss_cls": 0.30883, "acc": 90.76733, "loss_bbox": 0.30414, "loss_mask": 0.29553, "loss": 1.01964, "time": 0.87379}
{"mode": "train", "epoch": 1, "iter": 6850, "lr": 0.0002, "memory": 5824, "data_time": 0.02484, "loss_rpn_cls": 0.05214, "loss_rpn_bbox": 0.06117, "loss_cls": 0.29967, "acc": 90.67163, "loss_bbox": 0.3047, "loss_mask": 0.28998, "loss": 1.00766, "time": 0.83336}
{"mode": "train", "epoch": 1, "iter": 6900, "lr": 0.0002, "memory": 5824, "data_time": 0.0299, "loss_rpn_cls": 0.04643, "loss_rpn_bbox": 0.06165, "loss_cls": 0.27902, "acc": 91.46924, "loss_bbox": 0.27984, "loss_mask": 0.28694, "loss": 0.95388, "time": 0.85343}
{"mode": "train", "epoch": 1, "iter": 6950, "lr": 0.0002, "memory": 5824, "data_time": 0.02206, "loss_rpn_cls": 0.04232, "loss_rpn_bbox": 0.05787, "loss_cls": 0.29018, "acc": 91.07275, "loss_bbox": 0.29468, "loss_mask": 0.29225, "loss": 0.97729, "time": 0.82667}
{"mode": "train", "epoch": 1, "iter": 7000, "lr": 0.0002, "memory": 5824, "data_time": 0.01889, "loss_rpn_cls": 0.04613, "loss_rpn_bbox": 0.06399, "loss_cls": 0.28564, "acc": 91.16113, "loss_bbox": 0.29433, "loss_mask": 0.29045, "loss": 0.98054, "time": 0.84548}
{"mode": "train", "epoch": 1, "iter": 7050, "lr": 0.0002, "memory": 5824, "data_time": 0.02974, "loss_rpn_cls": 0.04641, "loss_rpn_bbox": 0.06124, "loss_cls": 0.29359, "acc": 91.04785, "loss_bbox": 0.29667, "loss_mask": 0.29378, "loss": 0.99169, "time": 0.84472}
{"mode": "train", "epoch": 1, "iter": 7100, "lr": 0.0002, "memory": 5824, "data_time": 0.02611, "loss_rpn_cls": 0.04412, "loss_rpn_bbox": 0.0572, "loss_cls": 0.28437, "acc": 91.24341, "loss_bbox": 0.296, "loss_mask": 0.29099, "loss": 0.97266, "time": 0.82372}
{"mode": "train", "epoch": 1, "iter": 7150, "lr": 0.0002, "memory": 5824, "data_time": 0.02386, "loss_rpn_cls": 0.04385, "loss_rpn_bbox": 0.06048, "loss_cls": 0.28865, "acc": 91.05225, "loss_bbox": 0.30009, "loss_mask": 0.29959, "loss": 0.99266, "time": 0.86295}
{"mode": "train", "epoch": 1, "iter": 7200, "lr": 0.0002, "memory": 5824, "data_time": 0.0242, "loss_rpn_cls": 0.0455, "loss_rpn_bbox": 0.05842, "loss_cls": 0.28421, "acc": 91.48706, "loss_bbox": 0.28327, "loss_mask": 0.28647, "loss": 0.95787, "time": 0.83143}
{"mode": "train", "epoch": 1, "iter": 7250, "lr": 0.0002, "memory": 5824, "data_time": 0.02424, "loss_rpn_cls": 0.0458, "loss_rpn_bbox": 0.05709, "loss_cls": 0.2697, "acc": 91.64087, "loss_bbox": 0.27559, "loss_mask": 0.28677, "loss": 0.93496, "time": 0.84079}
{"mode": "train", "epoch": 1, "iter": 7300, "lr": 0.0002, "memory": 5824, "data_time": 0.02298, "loss_rpn_cls": 0.04581, "loss_rpn_bbox": 0.05881, "loss_cls": 0.28585, "acc": 91.14722, "loss_bbox": 0.29319, "loss_mask": 0.29018, "loss": 0.97384, "time": 0.83033}
{"mode": "val", "epoch": 1, "iter": 625, "lr": 0.0002, "bbox_mAP": 0.2353, "bbox_mAP_50": 0.4362, "bbox_mAP_75": 0.2322, "bbox_mAP_s": 0.1298, "bbox_mAP_m": 0.2619, "bbox_mAP_l": 0.3046, "bbox_mAP_copypaste": "0.2353 0.4362 0.2322 0.1298 0.2619 0.3046", "segm_mAP": 0.2373, "segm_mAP_50": 0.4132, "segm_mAP_75": 0.2427, "segm_mAP_s": 0.0993, "segm_mAP_m": 0.2594, "segm_mAP_l": 0.3605, "segm_mAP_copypaste": "0.2373 0.4132 0.2427 0.0993 0.2594 0.3605"}
{"mode": "train", "epoch": 2, "iter": 50, "lr": 0.0002, "memory": 5824, "data_time": 0.09441, "loss_rpn_cls": 0.04521, "loss_rpn_bbox": 0.05916, "loss_cls": 0.28392, "acc": 91.00488, "loss_bbox": 0.29782, "loss_mask": 0.28844, "loss": 0.97455, "time": 0.94244}
{"mode": "train", "epoch": 2, "iter": 100, "lr": 0.0002, "memory": 5824, "data_time": 0.02267, "loss_rpn_cls": 0.04208, "loss_rpn_bbox": 0.06125, "loss_cls": 0.27639, "acc": 91.20044, "loss_bbox": 0.29274, "loss_mask": 0.28221, "loss": 0.95467, "time": 0.85622}
{"mode": "train", "epoch": 2, "iter": 150, "lr": 0.0002, "memory": 5824, "data_time": 0.02676, "loss_rpn_cls": 0.04345, "loss_rpn_bbox": 0.05976, "loss_cls": 0.28021, "acc": 91.13989, "loss_bbox": 0.3029, "loss_mask": 0.28804, "loss": 0.97436, "time": 0.84304}
{"mode": "train", "epoch": 2, "iter": 200, "lr": 0.0002, "memory": 5824, "data_time": 0.02472, "loss_rpn_cls": 0.04074, "loss_rpn_bbox": 0.06072, "loss_cls": 0.2877, "acc": 90.96802, "loss_bbox": 0.30092, "loss_mask": 0.28298, "loss": 0.97307, "time": 0.85604}
{"mode": "train", "epoch": 2, "iter": 250, "lr": 0.0002, "memory": 5824, "data_time": 0.02633, "loss_rpn_cls": 0.04093, "loss_rpn_bbox": 0.06151, "loss_cls": 0.27532, "acc": 91.2749, "loss_bbox": 0.28904, "loss_mask": 0.28865, "loss": 0.95545, "time": 0.84535}
{"mode": "train", "epoch": 2, "iter": 300, "lr": 0.0002, "memory": 5824, "data_time": 0.02665, "loss_rpn_cls": 0.04476, "loss_rpn_bbox": 0.05888, "loss_cls": 0.27835, "acc": 91.27148, "loss_bbox": 0.28939, "loss_mask": 0.2868, "loss": 0.95818, "time": 0.85499}
{"mode": "train", "epoch": 2, "iter": 350, "lr": 0.0002, "memory": 5824, "data_time": 0.02561, "loss_rpn_cls": 0.0388, "loss_rpn_bbox": 0.05594, "loss_cls": 0.2749, "acc": 91.34229, "loss_bbox": 0.29359, "loss_mask": 0.28266, "loss": 0.9459, "time": 0.85995}
{"mode": "train", "epoch": 2, "iter": 400, "lr": 0.0002, "memory": 5824, "data_time": 0.02837, "loss_rpn_cls": 0.04015, "loss_rpn_bbox": 0.05588, "loss_cls": 0.27137, "acc": 91.49512, "loss_bbox": 0.28357, "loss_mask": 0.28808, "loss": 0.93905, "time": 0.83878}
{"mode": "train", "epoch": 2, "iter": 450, "lr": 0.0002, "memory": 5824, "data_time": 0.0239, "loss_rpn_cls": 0.04296, "loss_rpn_bbox": 0.05816, "loss_cls": 0.2809, "acc": 91.10449, "loss_bbox": 0.29743, "loss_mask": 0.28837, "loss": 0.96782, "time": 0.87418}
{"mode": "train", "epoch": 2, "iter": 500, "lr": 0.0002, "memory": 5824, "data_time": 0.02592, "loss_rpn_cls": 0.04404, "loss_rpn_bbox": 0.05626, "loss_cls": 0.27904, "acc": 91.30981, "loss_bbox": 0.2859, "loss_mask": 0.29109, "loss": 0.95633, "time": 0.85789}
{"mode": "train", "epoch": 2, "iter": 550, "lr": 0.0002, "memory": 5824, "data_time": 0.02513, "loss_rpn_cls": 0.04184, "loss_rpn_bbox": 0.05808, "loss_cls": 0.27424, "acc": 91.31299, "loss_bbox": 0.28495, "loss_mask": 0.28352, "loss": 0.94263, "time": 0.84326}
{"mode": "train", "epoch": 2, "iter": 600, "lr": 0.0002, "memory": 5824, "data_time": 0.03296, "loss_rpn_cls": 0.04482, "loss_rpn_bbox": 0.06276, "loss_cls": 0.28616, "acc": 90.97778, "loss_bbox": 0.2969, "loss_mask": 0.28307, "loss": 0.97373, "time": 0.87475}
{"mode": "train", "epoch": 2, "iter": 650, "lr": 0.0002, "memory": 5824, "data_time": 0.02537, "loss_rpn_cls": 0.04188, "loss_rpn_bbox": 0.05731, "loss_cls": 0.27158, "acc": 91.37329, "loss_bbox": 0.28673, "loss_mask": 0.28781, "loss": 0.94532, "time": 0.8511}
{"mode": "train", "epoch": 2, "iter": 700, "lr": 0.0002, "memory": 5824, "data_time": 0.02008, "loss_rpn_cls": 0.04114, "loss_rpn_bbox": 0.0554, "loss_cls": 0.26716, "acc": 91.65063, "loss_bbox": 0.2836, "loss_mask": 0.28455, "loss": 0.93186, "time": 0.8362}
{"mode": "train", "epoch": 2, "iter": 750, "lr": 0.0002, "memory": 5824, "data_time": 0.02415, "loss_rpn_cls": 0.03918, "loss_rpn_bbox": 0.05418, "loss_cls": 0.27265, "acc": 91.448, "loss_bbox": 0.28741, "loss_mask": 0.28482, "loss": 0.93824, "time": 0.85872}
{"mode": "train", "epoch": 2, "iter": 800, "lr": 0.0002, "memory": 5824, "data_time": 0.02471, "loss_rpn_cls": 0.04202, "loss_rpn_bbox": 0.05667, "loss_cls": 0.27645, "acc": 91.21118, "loss_bbox": 0.29217, "loss_mask": 0.27957, "loss": 0.94687, "time": 0.87562}
{"mode": "train", "epoch": 2, "iter": 850, "lr": 0.0002, "memory": 5824, "data_time": 0.02804, "loss_rpn_cls": 0.04156, "loss_rpn_bbox": 0.0581, "loss_cls": 0.27312, "acc": 91.20337, "loss_bbox": 0.28632, "loss_mask": 0.28046, "loss": 0.93956, "time": 0.85696}
{"mode": "train", "epoch": 2, "iter": 900, "lr": 0.0002, "memory": 5824, "data_time": 0.02646, "loss_rpn_cls": 0.03798, "loss_rpn_bbox": 0.0553, "loss_cls": 0.27022, "acc": 91.50806, "loss_bbox": 0.28666, "loss_mask": 0.28151, "loss": 0.93167, "time": 0.88144}
{"mode": "train", "epoch": 2, "iter": 950, "lr": 0.0002, "memory": 5824, "data_time": 0.02045, "loss_rpn_cls": 0.04182, "loss_rpn_bbox": 0.05652, "loss_cls": 0.27694, "acc": 91.34546, "loss_bbox": 0.2881, "loss_mask": 0.278, "loss": 0.94137, "time": 0.8539}
{"mode": "train", "epoch": 2, "iter": 1000, "lr": 0.0002, "memory": 5824, "data_time": 0.02462, "loss_rpn_cls": 0.03831, "loss_rpn_bbox": 0.05519, "loss_cls": 0.2696, "acc": 91.46509, "loss_bbox": 0.28541, "loss_mask": 0.28301, "loss": 0.93152, "time": 0.86171}
{"mode": "train", "epoch": 2, "iter": 1050, "lr": 0.0002, "memory": 5824, "data_time": 0.02421, "loss_rpn_cls": 0.04261, "loss_rpn_bbox": 0.0576, "loss_cls": 0.27945, "acc": 91.05518, "loss_bbox": 0.29818, "loss_mask": 0.28524, "loss": 0.96309, "time": 0.87317}
{"mode": "train", "epoch": 2, "iter": 1100, "lr": 0.0002, "memory": 5824, "data_time": 0.02199, "loss_rpn_cls": 0.03846, "loss_rpn_bbox": 0.05678, "loss_cls": 0.27544, "acc": 91.30518, "loss_bbox": 0.28721, "loss_mask": 0.28335, "loss": 0.94123, "time": 0.84179}
{"mode": "train", "epoch": 2, "iter": 1150, "lr": 0.0002, "memory": 5824, "data_time": 0.02422, "loss_rpn_cls": 0.03988, "loss_rpn_bbox": 0.05512, "loss_cls": 0.26873, "acc": 91.67432, "loss_bbox": 0.27563, "loss_mask": 0.29228, "loss": 0.93165, "time": 0.84386}
{"mode": "train", "epoch": 2, "iter": 1200, "lr": 0.0002, "memory": 5824, "data_time": 0.02281, "loss_rpn_cls": 0.04182, "loss_rpn_bbox": 0.05486, "loss_cls": 0.26872, "acc": 91.43921, "loss_bbox": 0.28789, "loss_mask": 0.28058, "loss": 0.93388, "time": 0.90498}
{"mode": "train", "epoch": 2, "iter": 1250, "lr": 0.0002, "memory": 5824, "data_time": 0.0265, "loss_rpn_cls": 0.04465, "loss_rpn_bbox": 0.06119, "loss_cls": 0.28327, "acc": 91.02808, "loss_bbox": 0.29933, "loss_mask": 0.28649, "loss": 0.97493, "time": 0.95775}
{"mode": "train", "epoch": 2, "iter": 1300, "lr": 0.0002, "memory": 5824, "data_time": 0.02196, "loss_rpn_cls": 0.04277, "loss_rpn_bbox": 0.05556, "loss_cls": 0.27685, "acc": 91.39062, "loss_bbox": 0.28523, "loss_mask": 0.28143, "loss": 0.94184, "time": 0.89251}
{"mode": "train", "epoch": 2, "iter": 1350, "lr": 0.0002, "memory": 5824, "data_time": 0.02556, "loss_rpn_cls": 0.04276, "loss_rpn_bbox": 0.05816, "loss_cls": 0.27687, "acc": 91.44995, "loss_bbox": 0.28535, "loss_mask": 0.28285, "loss": 0.94598, "time": 0.84038}
{"mode": "train", "epoch": 2, "iter": 1400, "lr": 0.0002, "memory": 5824, "data_time": 0.0207, "loss_rpn_cls": 0.04337, "loss_rpn_bbox": 0.05643, "loss_cls": 0.26709, "acc": 91.59888, "loss_bbox": 0.27772, "loss_mask": 0.2778, "loss": 0.92241, "time": 0.86343}
{"mode": "train", "epoch": 2, "iter": 1450, "lr": 0.0002, "memory": 5824, "data_time": 0.02457, "loss_rpn_cls": 0.04388, "loss_rpn_bbox": 0.06052, "loss_cls": 0.27632, "acc": 91.1604, "loss_bbox": 0.29249, "loss_mask": 0.28198, "loss": 0.95519, "time": 0.86822}
{"mode": "train", "epoch": 2, "iter": 1500, "lr": 0.0002, "memory": 5824, "data_time": 0.02313, "loss_rpn_cls": 0.04339, "loss_rpn_bbox": 0.06147, "loss_cls": 0.27821, "acc": 91.07178, "loss_bbox": 0.29423, "loss_mask": 0.27878, "loss": 0.95608, "time": 0.88186}
{"mode": "train", "epoch": 2, "iter": 1550, "lr": 0.0002, "memory": 5824, "data_time": 0.02673, "loss_rpn_cls": 0.03945, "loss_rpn_bbox": 0.05437, "loss_cls": 0.27027, "acc": 91.48657, "loss_bbox": 0.28168, "loss_mask": 0.28031, "loss": 0.92609, "time": 0.84257}
{"mode": "train", "epoch": 2, "iter": 1600, "lr": 0.0002, "memory": 5824, "data_time": 0.02622, "loss_rpn_cls": 0.03872, "loss_rpn_bbox": 0.05774, "loss_cls": 0.27173, "acc": 91.43555, "loss_bbox": 0.28716, "loss_mask": 0.27774, "loss": 0.93309, "time": 0.85934}
{"mode": "train", "epoch": 2, "iter": 1650, "lr": 0.0002, "memory": 5824, "data_time": 0.02575, "loss_rpn_cls": 0.03889, "loss_rpn_bbox": 0.05673, "loss_cls": 0.26678, "acc": 91.60181, "loss_bbox": 0.28435, "loss_mask": 0.27654, "loss": 0.92329, "time": 0.85921}
{"mode": "train", "epoch": 2, "iter": 1700, "lr": 0.0002, "memory": 5824, "data_time": 0.02261, "loss_rpn_cls": 0.0435, "loss_rpn_bbox": 0.0576, "loss_cls": 0.27379, "acc": 91.52075, "loss_bbox": 0.27864, "loss_mask": 0.28319, "loss": 0.93673, "time": 0.85325}
{"mode": "train", "epoch": 2, "iter": 1750, "lr": 0.0002, "memory": 5824, "data_time": 0.023, "loss_rpn_cls": 0.04194, "loss_rpn_bbox": 0.05806, "loss_cls": 0.27488, "acc": 91.35107, "loss_bbox": 0.29232, "loss_mask": 0.28497, "loss": 0.95217, "time": 0.82054}
{"mode": "train", "epoch": 2, "iter": 1800, "lr": 0.0002, "memory": 5824, "data_time": 0.02332, "loss_rpn_cls": 0.04183, "loss_rpn_bbox": 0.06013, "loss_cls": 0.27824, "acc": 91.21069, "loss_bbox": 0.28711, "loss_mask": 0.2892, "loss": 0.9565, "time": 0.85734}
{"mode": "train", "epoch": 2, "iter": 1850, "lr": 0.0002, "memory": 5824, "data_time": 0.02575, "loss_rpn_cls": 0.04039, "loss_rpn_bbox": 0.05547, "loss_cls": 0.2709, "acc": 91.6272, "loss_bbox": 0.27255, "loss_mask": 0.28076, "loss": 0.92007, "time": 0.86248}
{"mode": "train", "epoch": 2, "iter": 1900, "lr": 0.0002, "memory": 5833, "data_time": 0.02692, "loss_rpn_cls": 0.04608, "loss_rpn_bbox": 0.05887, "loss_cls": 0.26768, "acc": 91.50854, "loss_bbox": 0.27889, "loss_mask": 0.2839, "loss": 0.93542, "time": 0.85862}
{"mode": "train", "epoch": 2, "iter": 1950, "lr": 0.0002, "memory": 5833, "data_time": 0.02801, "loss_rpn_cls": 0.04365, "loss_rpn_bbox": 0.05835, "loss_cls": 0.26566, "acc": 91.73853, "loss_bbox": 0.27503, "loss_mask": 0.28537, "loss": 0.92806, "time": 0.85032}
{"mode": "train", "epoch": 2, "iter": 2000, "lr": 0.0002, "memory": 5833, "data_time": 0.02147, "loss_rpn_cls": 0.04147, "loss_rpn_bbox": 0.05933, "loss_cls": 0.27815, "acc": 91.22388, "loss_bbox": 0.29335, "loss_mask": 0.28664, "loss": 0.95893, "time": 0.86742}
{"mode": "train", "epoch": 2, "iter": 2050, "lr": 0.0002, "memory": 5833, "data_time": 0.02047, "loss_rpn_cls": 0.03848, "loss_rpn_bbox": 0.05676, "loss_cls": 0.27926, "acc": 91.26831, "loss_bbox": 0.28325, "loss_mask": 0.28233, "loss": 0.94008, "time": 0.86863}
{"mode": "train", "epoch": 2, "iter": 2100, "lr": 0.0002, "memory": 5833, "data_time": 0.02205, "loss_rpn_cls": 0.04116, "loss_rpn_bbox": 0.05878, "loss_cls": 0.27085, "acc": 91.45703, "loss_bbox": 0.28063, "loss_mask": 0.27998, "loss": 0.93141, "time": 0.86971}
{"mode": "train", "epoch": 2, "iter": 2150, "lr": 0.0002, "memory": 5833, "data_time": 0.02348, "loss_rpn_cls": 0.04147, "loss_rpn_bbox": 0.05917, "loss_cls": 0.27583, "acc": 91.34375, "loss_bbox": 0.28847, "loss_mask": 0.28219, "loss": 0.94713, "time": 0.87068}
{"mode": "train", "epoch": 2, "iter": 2200, "lr": 0.0002, "memory": 5833, "data_time": 0.0227, "loss_rpn_cls": 0.03773, "loss_rpn_bbox": 0.05599, "loss_cls": 0.25893, "acc": 91.82666, "loss_bbox": 0.27671, "loss_mask": 0.27873, "loss": 0.90809, "time": 0.88926}
{"mode": "train", "epoch": 2, "iter": 2250, "lr": 0.0002, "memory": 5833, "data_time": 0.02315, "loss_rpn_cls": 0.04067, "loss_rpn_bbox": 0.05825, "loss_cls": 0.27006, "acc": 91.33521, "loss_bbox": 0.28134, "loss_mask": 0.28249, "loss": 0.93281, "time": 0.86653}
{"mode": "train", "epoch": 2, "iter": 2300, "lr": 0.0002, "memory": 5833, "data_time": 0.02389, "loss_rpn_cls": 0.04226, "loss_rpn_bbox": 0.05689, "loss_cls": 0.28312, "acc": 90.99512, "loss_bbox": 0.29429, "loss_mask": 0.28604, "loss": 0.96261, "time": 0.87678}
{"mode": "train", "epoch": 2, "iter": 2350, "lr": 0.0002, "memory": 5833, "data_time": 0.0237, "loss_rpn_cls": 0.04234, "loss_rpn_bbox": 0.05698, "loss_cls": 0.26758, "acc": 91.58936, "loss_bbox": 0.27694, "loss_mask": 0.2845, "loss": 0.92834, "time": 0.86015}
{"mode": "train", "epoch": 2, "iter": 2400, "lr": 0.0002, "memory": 5833, "data_time": 0.02107, "loss_rpn_cls": 0.03764, "loss_rpn_bbox": 0.0547, "loss_cls": 0.26249, "acc": 91.88696, "loss_bbox": 0.26945, "loss_mask": 0.28073, "loss": 0.90501, "time": 0.84371}
{"mode": "train", "epoch": 2, "iter": 2450, "lr": 0.0002, "memory": 5833, "data_time": 0.02368, "loss_rpn_cls": 0.04093, "loss_rpn_bbox": 0.0567, "loss_cls": 0.27161, "acc": 91.42456, "loss_bbox": 0.28327, "loss_mask": 0.28041, "loss": 0.93291, "time": 0.85572}
{"mode": "train", "epoch": 2, "iter": 2500, "lr": 0.0002, "memory": 5833, "data_time": 0.02189, "loss_rpn_cls": 0.03987, "loss_rpn_bbox": 0.05561, "loss_cls": 0.27493, "acc": 91.38086, "loss_bbox": 0.28063, "loss_mask": 0.28118, "loss": 0.93222, "time": 0.86121}
{"mode": "train", "epoch": 2, "iter": 2550, "lr": 0.0002, "memory": 5833, "data_time": 0.0224, "loss_rpn_cls": 0.04127, "loss_rpn_bbox": 0.05536, "loss_cls": 0.26015, "acc": 91.90308, "loss_bbox": 0.27218, "loss_mask": 0.27321, "loss": 0.90216, "time": 0.86898}
{"mode": "train", "epoch": 2, "iter": 2600, "lr": 0.0002, "memory": 5833, "data_time": 0.02576, "loss_rpn_cls": 0.04461, "loss_rpn_bbox": 0.05798, "loss_cls": 0.27937, "acc": 91.26904, "loss_bbox": 0.28009, "loss_mask": 0.2833, "loss": 0.94535, "time": 0.84955}
{"mode": "train", "epoch": 2, "iter": 2650, "lr": 0.0002, "memory": 5833, "data_time": 0.02128, "loss_rpn_cls": 0.04582, "loss_rpn_bbox": 0.05888, "loss_cls": 0.26943, "acc": 91.46313, "loss_bbox": 0.27913, "loss_mask": 0.28395, "loss": 0.93721, "time": 0.86162}
{"mode": "train", "epoch": 2, "iter": 2700, "lr": 0.0002, "memory": 5833, "data_time": 0.02594, "loss_rpn_cls": 0.04134, "loss_rpn_bbox": 0.05878, "loss_cls": 0.27429, "acc": 91.18652, "loss_bbox": 0.29037, "loss_mask": 0.2823, "loss": 0.94707, "time": 0.86221}
{"mode": "train", "epoch": 2, "iter": 2750, "lr": 0.0002, "memory": 5833, "data_time": 0.02585, "loss_rpn_cls": 0.03622, "loss_rpn_bbox": 0.05801, "loss_cls": 0.27476, "acc": 91.31519, "loss_bbox": 0.27984, "loss_mask": 0.28374, "loss": 0.93257, "time": 0.85193}
{"mode": "train", "epoch": 2, "iter": 2800, "lr": 0.0002, "memory": 5833, "data_time": 0.02739, "loss_rpn_cls": 0.03978, "loss_rpn_bbox": 0.05605, "loss_cls": 0.27383, "acc": 91.32886, "loss_bbox": 0.28024, "loss_mask": 0.28316, "loss": 0.93305, "time": 0.86323}
{"mode": "train", "epoch": 2, "iter": 2850, "lr": 0.0002, "memory": 5833, "data_time": 0.02489, "loss_rpn_cls": 0.03747, "loss_rpn_bbox": 0.05742, "loss_cls": 0.27961, "acc": 91.18018, "loss_bbox": 0.28309, "loss_mask": 0.27512, "loss": 0.93271, "time": 0.86303}
{"mode": "train", "epoch": 2, "iter": 2900, "lr": 0.0002, "memory": 5833, "data_time": 0.02598, "loss_rpn_cls": 0.04045, "loss_rpn_bbox": 0.05781, "loss_cls": 0.25925, "acc": 91.74609, "loss_bbox": 0.27536, "loss_mask": 0.2832, "loss": 0.91606, "time": 0.86613}
{"mode": "train", "epoch": 2, "iter": 2950, "lr": 0.0002, "memory": 5833, "data_time": 0.02649, "loss_rpn_cls": 0.04343, "loss_rpn_bbox": 0.05947, "loss_cls": 0.2815, "acc": 91.18848, "loss_bbox": 0.2897, "loss_mask": 0.28307, "loss": 0.95718, "time": 0.89324}
{"mode": "train", "epoch": 2, "iter": 3000, "lr": 0.0002, "memory": 5833, "data_time": 0.02425, "loss_rpn_cls": 0.04139, "loss_rpn_bbox": 0.05774, "loss_cls": 0.27294, "acc": 91.40674, "loss_bbox": 0.28713, "loss_mask": 0.27965, "loss": 0.93885, "time": 0.84738}
{"mode": "train", "epoch": 2, "iter": 3050, "lr": 0.0002, "memory": 5833, "data_time": 0.02679, "loss_rpn_cls": 0.03775, "loss_rpn_bbox": 0.05873, "loss_cls": 0.27742, "acc": 91.06152, "loss_bbox": 0.28843, "loss_mask": 0.27708, "loss": 0.93941, "time": 0.88479}
{"mode": "train", "epoch": 2, "iter": 3100, "lr": 0.0002, "memory": 5833, "data_time": 0.024, "loss_rpn_cls": 0.03985, "loss_rpn_bbox": 0.05679, "loss_cls": 0.27188, "acc": 91.47998, "loss_bbox": 0.28425, "loss_mask": 0.28151, "loss": 0.93428, "time": 0.8586}
{"mode": "train", "epoch": 2, "iter": 3150, "lr": 0.0002, "memory": 5833, "data_time": 0.0211, "loss_rpn_cls": 0.03942, "loss_rpn_bbox": 0.0548, "loss_cls": 0.26757, "acc": 91.68262, "loss_bbox": 0.28082, "loss_mask": 0.27693, "loss": 0.91953, "time": 0.85362}
{"mode": "train", "epoch": 2, "iter": 3200, "lr": 0.0002, "memory": 5833, "data_time": 0.02154, "loss_rpn_cls": 0.03643, "loss_rpn_bbox": 0.05423, "loss_cls": 0.26413, "acc": 91.8103, "loss_bbox": 0.27204, "loss_mask": 0.27701, "loss": 0.90385, "time": 0.85031}
{"mode": "train", "epoch": 2, "iter": 3250, "lr": 0.0002, "memory": 5833, "data_time": 0.02402, "loss_rpn_cls": 0.04217, "loss_rpn_bbox": 0.05646, "loss_cls": 0.26802, "acc": 91.46729, "loss_bbox": 0.27945, "loss_mask": 0.27872, "loss": 0.92483, "time": 0.86149}
{"mode": "train", "epoch": 2, "iter": 3300, "lr": 0.0002, "memory": 5833, "data_time": 0.02285, "loss_rpn_cls": 0.04184, "loss_rpn_bbox": 0.05442, "loss_cls": 0.25673, "acc": 91.93604, "loss_bbox": 0.26942, "loss_mask": 0.2736, "loss": 0.89601, "time": 0.82348}
{"mode": "train", "epoch": 2, "iter": 3350, "lr": 0.0002, "memory": 5833, "data_time": 0.02347, "loss_rpn_cls": 0.04062, "loss_rpn_bbox": 0.05834, "loss_cls": 0.28092, "acc": 91.29834, "loss_bbox": 0.28256, "loss_mask": 0.27523, "loss": 0.93766, "time": 0.86249}
{"mode": "train", "epoch": 2, "iter": 3400, "lr": 0.0002, "memory": 5833, "data_time": 0.02316, "loss_rpn_cls": 0.03948, "loss_rpn_bbox": 0.05703, "loss_cls": 0.2672, "acc": 91.61792, "loss_bbox": 0.27551, "loss_mask": 0.27879, "loss": 0.91801, "time": 0.85571}
{"mode": "train", "epoch": 2, "iter": 3450, "lr": 0.0002, "memory": 5833, "data_time": 0.01894, "loss_rpn_cls": 0.03848, "loss_rpn_bbox": 0.05145, "loss_cls": 0.25477, "acc": 92.08472, "loss_bbox": 0.2595, "loss_mask": 0.27354, "loss": 0.87774, "time": 0.81532}
{"mode": "train", "epoch": 2, "iter": 3500, "lr": 0.0002, "memory": 5833, "data_time": 0.02453, "loss_rpn_cls": 0.04525, "loss_rpn_bbox": 0.05981, "loss_cls": 0.27968, "acc": 91.03955, "loss_bbox": 0.2915, "loss_mask": 0.28464, "loss": 0.96088, "time": 0.84994}
{"mode": "train", "epoch": 2, "iter": 3550, "lr": 0.0002, "memory": 5833, "data_time": 0.02248, "loss_rpn_cls": 0.04022, "loss_rpn_bbox": 0.05786, "loss_cls": 0.27722, "acc": 91.18774, "loss_bbox": 0.28784, "loss_mask": 0.28461, "loss": 0.94774, "time": 0.86789}
{"mode": "train", "epoch": 2, "iter": 3600, "lr": 0.0002, "memory": 5833, "data_time": 0.02239, "loss_rpn_cls": 0.03705, "loss_rpn_bbox": 0.05395, "loss_cls": 0.26131, "acc": 91.71753, "loss_bbox": 0.27025, "loss_mask": 0.27259, "loss": 0.89516, "time": 0.83697}
{"mode": "train", "epoch": 2, "iter": 3650, "lr": 0.0002, "memory": 5833, "data_time": 0.02344, "loss_rpn_cls": 0.04406, "loss_rpn_bbox": 0.0586, "loss_cls": 0.26717, "acc": 91.53735, "loss_bbox": 0.27518, "loss_mask": 0.27954, "loss": 0.92455, "time": 0.85713}
{"mode": "train", "epoch": 2, "iter": 3700, "lr": 0.0002, "memory": 5833, "data_time": 0.02866, "loss_rpn_cls": 0.03914, "loss_rpn_bbox": 0.05523, "loss_cls": 0.26759, "acc": 91.46484, "loss_bbox": 0.27362, "loss_mask": 0.27661, "loss": 0.9122, "time": 0.85041}
{"mode": "train", "epoch": 2, "iter": 3750, "lr": 0.0002, "memory": 5833, "data_time": 0.02435, "loss_rpn_cls": 0.03863, "loss_rpn_bbox": 0.05704, "loss_cls": 0.26856, "acc": 91.50732, "loss_bbox": 0.27798, "loss_mask": 0.27286, "loss": 0.91506, "time": 0.86094}
{"mode": "train", "epoch": 2, "iter": 3800, "lr": 0.0002, "memory": 5833, "data_time": 0.02641, "loss_rpn_cls": 0.04138, "loss_rpn_bbox": 0.0601, "loss_cls": 0.27513, "acc": 91.22363, "loss_bbox": 0.28777, "loss_mask": 0.27779, "loss": 0.94217, "time": 0.85676}
{"mode": "train", "epoch": 2, "iter": 3850, "lr": 0.0002, "memory": 5833, "data_time": 0.02479, "loss_rpn_cls": 0.03894, "loss_rpn_bbox": 0.05746, "loss_cls": 0.26693, "acc": 91.57446, "loss_bbox": 0.27777, "loss_mask": 0.2677, "loss": 0.9088, "time": 0.90427}
{"mode": "train", "epoch": 2, "iter": 3900, "lr": 0.0002, "memory": 5833, "data_time": 0.02343, "loss_rpn_cls": 0.04074, "loss_rpn_bbox": 0.05749, "loss_cls": 0.2751, "acc": 91.25098, "loss_bbox": 0.28652, "loss_mask": 0.2776, "loss": 0.93747, "time": 0.92032}
{"mode": "train", "epoch": 2, "iter": 3950, "lr": 0.0002, "memory": 5833, "data_time": 0.02875, "loss_rpn_cls": 0.04382, "loss_rpn_bbox": 0.05914, "loss_cls": 0.2766, "acc": 91.02637, "loss_bbox": 0.29596, "loss_mask": 0.28054, "loss": 0.95605, "time": 0.91336}
{"mode": "train", "epoch": 2, "iter": 4000, "lr": 0.0002, "memory": 5833, "data_time": 0.02263, "loss_rpn_cls": 0.0388, "loss_rpn_bbox": 0.05667, "loss_cls": 0.26931, "acc": 91.59839, "loss_bbox": 0.27417, "loss_mask": 0.26997, "loss": 0.90892, "time": 0.84687}
{"mode": "train", "epoch": 2, "iter": 4050, "lr": 0.0002, "memory": 5833, "data_time": 0.02474, "loss_rpn_cls": 0.03939, "loss_rpn_bbox": 0.05537, "loss_cls": 0.26423, "acc": 91.68921, "loss_bbox": 0.27748, "loss_mask": 0.27455, "loss": 0.91102, "time": 0.85537}
{"mode": "train", "epoch": 2, "iter": 4100, "lr": 0.0002, "memory": 5833, "data_time": 0.02517, "loss_rpn_cls": 0.04061, "loss_rpn_bbox": 0.05576, "loss_cls": 0.26345, "acc": 91.60107, "loss_bbox": 0.27209, "loss_mask": 0.27511, "loss": 0.90702, "time": 0.85897}
{"mode": "train", "epoch": 2, "iter": 4150, "lr": 0.0002, "memory": 5833, "data_time": 0.02251, "loss_rpn_cls": 0.03809, "loss_rpn_bbox": 0.05401, "loss_cls": 0.25932, "acc": 91.87915, "loss_bbox": 0.26263, "loss_mask": 0.27166, "loss": 0.8857, "time": 0.82787}
{"mode": "train", "epoch": 2, "iter": 4200, "lr": 0.0002, "memory": 5833, "data_time": 0.0223, "loss_rpn_cls": 0.04041, "loss_rpn_bbox": 0.06061, "loss_cls": 0.26928, "acc": 91.43164, "loss_bbox": 0.28506, "loss_mask": 0.27985, "loss": 0.93522, "time": 0.84798}
{"mode": "train", "epoch": 2, "iter": 4250, "lr": 0.0002, "memory": 5833, "data_time": 0.02322, "loss_rpn_cls": 0.04295, "loss_rpn_bbox": 0.05379, "loss_cls": 0.25719, "acc": 91.99194, "loss_bbox": 0.2673, "loss_mask": 0.27455, "loss": 0.89578, "time": 0.84105}
{"mode": "train", "epoch": 2, "iter": 4300, "lr": 0.0002, "memory": 5833, "data_time": 0.02418, "loss_rpn_cls": 0.04165, "loss_rpn_bbox": 0.06101, "loss_cls": 0.2829, "acc": 90.99512, "loss_bbox": 0.29392, "loss_mask": 0.27504, "loss": 0.95453, "time": 0.8591}
{"mode": "train", "epoch": 2, "iter": 4350, "lr": 0.0002, "memory": 5833, "data_time": 0.02712, "loss_rpn_cls": 0.04046, "loss_rpn_bbox": 0.05543, "loss_cls": 0.25773, "acc": 91.62988, "loss_bbox": 0.27691, "loss_mask": 0.26907, "loss": 0.89959, "time": 0.87785}
{"mode": "train", "epoch": 2, "iter": 4400, "lr": 0.0002, "memory": 5833, "data_time": 0.02502, "loss_rpn_cls": 0.03959, "loss_rpn_bbox": 0.05596, "loss_cls": 0.2708, "acc": 91.56934, "loss_bbox": 0.27821, "loss_mask": 0.27751, "loss": 0.92207, "time": 0.86582}
{"mode": "train", "epoch": 2, "iter": 4450, "lr": 0.0002, "memory": 5833, "data_time": 0.02512, "loss_rpn_cls": 0.03979, "loss_rpn_bbox": 0.05707, "loss_cls": 0.27854, "acc": 91.03687, "loss_bbox": 0.29147, "loss_mask": 0.27596, "loss": 0.94283, "time": 0.8853}
{"mode": "train", "epoch": 2, "iter": 4500, "lr": 0.0002, "memory": 5833, "data_time": 0.02476, "loss_rpn_cls": 0.03754, "loss_rpn_bbox": 0.05397, "loss_cls": 0.25587, "acc": 91.94897, "loss_bbox": 0.26694, "loss_mask": 0.26989, "loss": 0.88422, "time": 0.84283}
{"mode": "train", "epoch": 2, "iter": 4550, "lr": 0.0002, "memory": 5833, "data_time": 0.02546, "loss_rpn_cls": 0.04302, "loss_rpn_bbox": 0.05921, "loss_cls": 0.27617, "acc": 91.23584, "loss_bbox": 0.2864, "loss_mask": 0.28036, "loss": 0.94516, "time": 0.86253}
{"mode": "train", "epoch": 2, "iter": 4600, "lr": 0.0002, "memory": 5833, "data_time": 0.02534, "loss_rpn_cls": 0.04116, "loss_rpn_bbox": 0.05661, "loss_cls": 0.27219, "acc": 91.45996, "loss_bbox": 0.2815, "loss_mask": 0.27998, "loss": 0.93144, "time": 0.86201}
{"mode": "train", "epoch": 2, "iter": 4650, "lr": 0.0002, "memory": 5833, "data_time": 0.02442, "loss_rpn_cls": 0.04146, "loss_rpn_bbox": 0.05621, "loss_cls": 0.27431, "acc": 91.22192, "loss_bbox": 0.28587, "loss_mask": 0.28045, "loss": 0.9383, "time": 0.86713}
{"mode": "train", "epoch": 2, "iter": 4700, "lr": 0.0002, "memory": 5833, "data_time": 0.02405, "loss_rpn_cls": 0.03894, "loss_rpn_bbox": 0.05481, "loss_cls": 0.26086, "acc": 91.80615, "loss_bbox": 0.27217, "loss_mask": 0.27246, "loss": 0.89924, "time": 0.86461}
{"mode": "train", "epoch": 2, "iter": 4750, "lr": 0.0002, "memory": 5833, "data_time": 0.02142, "loss_rpn_cls": 0.04039, "loss_rpn_bbox": 0.05416, "loss_cls": 0.26858, "acc": 91.52783, "loss_bbox": 0.27707, "loss_mask": 0.26968, "loss": 0.90988, "time": 0.84328}
{"mode": "train", "epoch": 2, "iter": 4800, "lr": 0.0002, "memory": 5833, "data_time": 0.02573, "loss_rpn_cls": 0.03908, "loss_rpn_bbox": 0.0555, "loss_cls": 0.26097, "acc": 91.83984, "loss_bbox": 0.26807, "loss_mask": 0.27139, "loss": 0.89501, "time": 0.89423}
{"mode": "train", "epoch": 2, "iter": 4850, "lr": 0.0002, "memory": 5833, "data_time": 0.0217, "loss_rpn_cls": 0.03674, "loss_rpn_bbox": 0.05469, "loss_cls": 0.25908, "acc": 91.76855, "loss_bbox": 0.26738, "loss_mask": 0.26812, "loss": 0.88601, "time": 0.8685}
{"mode": "train", "epoch": 2, "iter": 4900, "lr": 0.0002, "memory": 5833, "data_time": 0.02324, "loss_rpn_cls": 0.03918, "loss_rpn_bbox": 0.05514, "loss_cls": 0.2688, "acc": 91.43091, "loss_bbox": 0.28151, "loss_mask": 0.2673, "loss": 0.91191, "time": 0.84991}
{"mode": "train", "epoch": 2, "iter": 4950, "lr": 0.0002, "memory": 5833, "data_time": 0.02452, "loss_rpn_cls": 0.03709, "loss_rpn_bbox": 0.05399, "loss_cls": 0.26542, "acc": 91.44409, "loss_bbox": 0.28011, "loss_mask": 0.27113, "loss": 0.90775, "time": 0.87174}
{"mode": "train", "epoch": 2, "iter": 5000, "lr": 0.0002, "memory": 5833, "data_time": 0.0249, "loss_rpn_cls": 0.03843, "loss_rpn_bbox": 0.05461, "loss_cls": 0.27114, "acc": 91.2688, "loss_bbox": 0.28566, "loss_mask": 0.26966, "loss": 0.9195, "time": 0.84555}
{"mode": "train", "epoch": 2, "iter": 5050, "lr": 0.0002, "memory": 5833, "data_time": 0.02226, "loss_rpn_cls": 0.03902, "loss_rpn_bbox": 0.05615, "loss_cls": 0.25982, "acc": 91.80444, "loss_bbox": 0.27188, "loss_mask": 0.2707, "loss": 0.89756, "time": 0.87297}
{"mode": "train", "epoch": 2, "iter": 5100, "lr": 0.0002, "memory": 5833, "data_time": 0.02329, "loss_rpn_cls": 0.03987, "loss_rpn_bbox": 0.05355, "loss_cls": 0.26162, "acc": 91.74219, "loss_bbox": 0.27644, "loss_mask": 0.27525, "loss": 0.90673, "time": 0.84825}
{"mode": "train", "epoch": 2, "iter": 5150, "lr": 0.0002, "memory": 5833, "data_time": 0.02406, "loss_rpn_cls": 0.03827, "loss_rpn_bbox": 0.0557, "loss_cls": 0.27244, "acc": 91.32642, "loss_bbox": 0.27999, "loss_mask": 0.28213, "loss": 0.92853, "time": 0.86059}
{"mode": "train", "epoch": 2, "iter": 5200, "lr": 0.0002, "memory": 5833, "data_time": 0.02189, "loss_rpn_cls": 0.04103, "loss_rpn_bbox": 0.05676, "loss_cls": 0.27289, "acc": 91.23193, "loss_bbox": 0.28105, "loss_mask": 0.27921, "loss": 0.93093, "time": 0.85521}
{"mode": "train", "epoch": 2, "iter": 5250, "lr": 0.0002, "memory": 5833, "data_time": 0.02362, "loss_rpn_cls": 0.04362, "loss_rpn_bbox": 0.06033, "loss_cls": 0.2772, "acc": 91.33984, "loss_bbox": 0.28372, "loss_mask": 0.2717, "loss": 0.93657, "time": 0.88289}
{"mode": "train", "epoch": 2, "iter": 5300, "lr": 0.0002, "memory": 5833, "data_time": 0.02418, "loss_rpn_cls": 0.04125, "loss_rpn_bbox": 0.05687, "loss_cls": 0.25809, "acc": 91.68555, "loss_bbox": 0.27942, "loss_mask": 0.27259, "loss": 0.90822, "time": 0.86988}
{"mode": "train", "epoch": 2, "iter": 5350, "lr": 0.0002, "memory": 5833, "data_time": 0.02429, "loss_rpn_cls": 0.04107, "loss_rpn_bbox": 0.05807, "loss_cls": 0.26799, "acc": 91.42798, "loss_bbox": 0.28111, "loss_mask": 0.27266, "loss": 0.92091, "time": 0.87608}
{"mode": "train", "epoch": 2, "iter": 5400, "lr": 0.0002, "memory": 5833, "data_time": 0.0235, "loss_rpn_cls": 0.03566, "loss_rpn_bbox": 0.05377, "loss_cls": 0.26545, "acc": 91.65381, "loss_bbox": 0.27322, "loss_mask": 0.27219, "loss": 0.9003, "time": 0.84975}
{"mode": "train", "epoch": 2, "iter": 5450, "lr": 0.0002, "memory": 5833, "data_time": 0.02404, "loss_rpn_cls": 0.04128, "loss_rpn_bbox": 0.05823, "loss_cls": 0.2659, "acc": 91.52197, "loss_bbox": 0.27382, "loss_mask": 0.27519, "loss": 0.91442, "time": 0.84524}
{"mode": "train", "epoch": 2, "iter": 5500, "lr": 0.0002, "memory": 5833, "data_time": 0.02236, "loss_rpn_cls": 0.04145, "loss_rpn_bbox": 0.05721, "loss_cls": 0.26656, "acc": 91.47925, "loss_bbox": 0.2797, "loss_mask": 0.27352, "loss": 0.91843, "time": 0.86191}
{"mode": "train", "epoch": 2, "iter": 5550, "lr": 0.0002, "memory": 5833, "data_time": 0.02683, "loss_rpn_cls": 0.04067, "loss_rpn_bbox": 0.05657, "loss_cls": 0.25673, "acc": 91.70117, "loss_bbox": 0.28073, "loss_mask": 0.27002, "loss": 0.90471, "time": 0.8528}
{"mode": "train", "epoch": 2, "iter": 5600, "lr": 0.0002, "memory": 5833, "data_time": 0.02581, "loss_rpn_cls": 0.0422, "loss_rpn_bbox": 0.05951, "loss_cls": 0.27153, "acc": 91.46631, "loss_bbox": 0.28136, "loss_mask": 0.27239, "loss": 0.92698, "time": 0.83854}
{"mode": "train", "epoch": 2, "iter": 5650, "lr": 0.0002, "memory": 5833, "data_time": 0.02151, "loss_rpn_cls": 0.03768, "loss_rpn_bbox": 0.05331, "loss_cls": 0.2576, "acc": 91.78076, "loss_bbox": 0.27114, "loss_mask": 0.27232, "loss": 0.89205, "time": 0.8594}
{"mode": "train", "epoch": 2, "iter": 5700, "lr": 0.0002, "memory": 5833, "data_time": 0.02647, "loss_rpn_cls": 0.03796, "loss_rpn_bbox": 0.0562, "loss_cls": 0.26468, "acc": 91.66919, "loss_bbox": 0.27395, "loss_mask": 0.27368, "loss": 0.90648, "time": 0.86492}
{"mode": "train", "epoch": 2, "iter": 5750, "lr": 0.0002, "memory": 5833, "data_time": 0.02296, "loss_rpn_cls": 0.04042, "loss_rpn_bbox": 0.05503, "loss_cls": 0.26892, "acc": 91.5791, "loss_bbox": 0.27599, "loss_mask": 0.27656, "loss": 0.91692, "time": 0.83035}
{"mode": "train", "epoch": 2, "iter": 5800, "lr": 0.0002, "memory": 5833, "data_time": 0.02132, "loss_rpn_cls": 0.03912, "loss_rpn_bbox": 0.0584, "loss_cls": 0.26703, "acc": 91.44263, "loss_bbox": 0.27714, "loss_mask": 0.27702, "loss": 0.91872, "time": 0.87115}
{"mode": "train", "epoch": 2, "iter": 5850, "lr": 0.0002, "memory": 5833, "data_time": 0.0242, "loss_rpn_cls": 0.04032, "loss_rpn_bbox": 0.05707, "loss_cls": 0.25892, "acc": 91.87061, "loss_bbox": 0.26605, "loss_mask": 0.26973, "loss": 0.8921, "time": 0.87372}
{"mode": "train", "epoch": 2, "iter": 5900, "lr": 0.0002, "memory": 5833, "data_time": 0.02168, "loss_rpn_cls": 0.03905, "loss_rpn_bbox": 0.05363, "loss_cls": 0.26852, "acc": 91.43774, "loss_bbox": 0.27854, "loss_mask": 0.27008, "loss": 0.90983, "time": 0.8663}
{"mode": "train", "epoch": 2, "iter": 5950, "lr": 0.0002, "memory": 5833, "data_time": 0.02257, "loss_rpn_cls": 0.03731, "loss_rpn_bbox": 0.05436, "loss_cls": 0.26267, "acc": 91.63403, "loss_bbox": 0.27091, "loss_mask": 0.27259, "loss": 0.89785, "time": 0.90211}
{"mode": "train", "epoch": 2, "iter": 6000, "lr": 0.0002, "memory": 5833, "data_time": 0.02297, "loss_rpn_cls": 0.03984, "loss_rpn_bbox": 0.05666, "loss_cls": 0.26798, "acc": 91.50073, "loss_bbox": 0.27609, "loss_mask": 0.27464, "loss": 0.91521, "time": 0.88048}
{"mode": "train", "epoch": 2, "iter": 6050, "lr": 0.0002, "memory": 5833, "data_time": 0.0247, "loss_rpn_cls": 0.03765, "loss_rpn_bbox": 0.05597, "loss_cls": 0.25841, "acc": 91.71924, "loss_bbox": 0.26806, "loss_mask": 0.27054, "loss": 0.89064, "time": 0.8559}
{"mode": "train", "epoch": 2, "iter": 6100, "lr": 0.0002, "memory": 5833, "data_time": 0.02397, "loss_rpn_cls": 0.03474, "loss_rpn_bbox": 0.05281, "loss_cls": 0.26257, "acc": 91.54272, "loss_bbox": 0.27352, "loss_mask": 0.26843, "loss": 0.89207, "time": 0.8596}
{"mode": "train", "epoch": 2, "iter": 6150, "lr": 0.0002, "memory": 5833, "data_time": 0.02255, "loss_rpn_cls": 0.0413, "loss_rpn_bbox": 0.05804, "loss_cls": 0.25991, "acc": 91.59204, "loss_bbox": 0.27673, "loss_mask": 0.27533, "loss": 0.91131, "time": 0.85802}
{"mode": "train", "epoch": 2, "iter": 6200, "lr": 0.0002, "memory": 5833, "data_time": 0.02069, "loss_rpn_cls": 0.04206, "loss_rpn_bbox": 0.05523, "loss_cls": 0.26995, "acc": 91.36133, "loss_bbox": 0.28059, "loss_mask": 0.2733, "loss": 0.92113, "time": 0.86641}
{"mode": "train", "epoch": 2, "iter": 6250, "lr": 0.0002, "memory": 5833, "data_time": 0.02539, "loss_rpn_cls": 0.04169, "loss_rpn_bbox": 0.05825, "loss_cls": 0.26333, "acc": 91.57007, "loss_bbox": 0.28027, "loss_mask": 0.27108, "loss": 0.91463, "time": 0.86145}
{"mode": "train", "epoch": 2, "iter": 6300, "lr": 0.0002, "memory": 5833, "data_time": 0.02309, "loss_rpn_cls": 0.0422, "loss_rpn_bbox": 0.05797, "loss_cls": 0.25382, "acc": 92.00439, "loss_bbox": 0.26688, "loss_mask": 0.27255, "loss": 0.89341, "time": 0.84535}
{"mode": "train", "epoch": 2, "iter": 6350, "lr": 0.0002, "memory": 5833, "data_time": 0.02037, "loss_rpn_cls": 0.03906, "loss_rpn_bbox": 0.05432, "loss_cls": 0.2678, "acc": 91.65308, "loss_bbox": 0.26735, "loss_mask": 0.269, "loss": 0.89753, "time": 0.84136}
{"mode": "train", "epoch": 2, "iter": 6400, "lr": 0.0002, "memory": 5833, "data_time": 0.02202, "loss_rpn_cls": 0.03997, "loss_rpn_bbox": 0.05931, "loss_cls": 0.27438, "acc": 91.26343, "loss_bbox": 0.28816, "loss_mask": 0.27852, "loss": 0.94034, "time": 0.89454}
{"mode": "train", "epoch": 2, "iter": 6450, "lr": 0.0002, "memory": 5833, "data_time": 0.02102, "loss_rpn_cls": 0.03495, "loss_rpn_bbox": 0.05417, "loss_cls": 0.24945, "acc": 92.02441, "loss_bbox": 0.25869, "loss_mask": 0.26875, "loss": 0.86602, "time": 0.83313}
{"mode": "train", "epoch": 2, "iter": 6500, "lr": 0.0002, "memory": 5833, "data_time": 0.02274, "loss_rpn_cls": 0.04169, "loss_rpn_bbox": 0.05859, "loss_cls": 0.26057, "acc": 91.46289, "loss_bbox": 0.27336, "loss_mask": 0.27986, "loss": 0.91408, "time": 0.84753}
{"mode": "train", "epoch": 2, "iter": 6550, "lr": 0.0002, "memory": 5833, "data_time": 0.02196, "loss_rpn_cls": 0.0403, "loss_rpn_bbox": 0.05299, "loss_cls": 0.25927, "acc": 91.80762, "loss_bbox": 0.26207, "loss_mask": 0.27534, "loss": 0.88998, "time": 0.83325}
{"mode": "train", "epoch": 2, "iter": 6600, "lr": 0.0002, "memory": 5833, "data_time": 0.02174, "loss_rpn_cls": 0.04221, "loss_rpn_bbox": 0.05348, "loss_cls": 0.25615, "acc": 91.88843, "loss_bbox": 0.26544, "loss_mask": 0.26569, "loss": 0.88297, "time": 0.86233}
{"mode": "train", "epoch": 2, "iter": 6650, "lr": 0.0002, "memory": 5833, "data_time": 0.02361, "loss_rpn_cls": 0.03875, "loss_rpn_bbox": 0.05722, "loss_cls": 0.27046, "acc": 91.35474, "loss_bbox": 0.28396, "loss_mask": 0.27192, "loss": 0.9223, "time": 0.86699}
{"mode": "train", "epoch": 2, "iter": 6700, "lr": 0.0002, "memory": 5833, "data_time": 0.02024, "loss_rpn_cls": 0.04102, "loss_rpn_bbox": 0.05583, "loss_cls": 0.27378, "acc": 91.29736, "loss_bbox": 0.28245, "loss_mask": 0.27487, "loss": 0.92794, "time": 0.86544}
{"mode": "train", "epoch": 2, "iter": 6750, "lr": 0.0002, "memory": 5833, "data_time": 0.02217, "loss_rpn_cls": 0.03832, "loss_rpn_bbox": 0.05678, "loss_cls": 0.25841, "acc": 91.70752, "loss_bbox": 0.26986, "loss_mask": 0.28147, "loss": 0.90484, "time": 0.85245}
{"mode": "train", "epoch": 2, "iter": 6800, "lr": 0.0002, "memory": 5833, "data_time": 0.02318, "loss_rpn_cls": 0.03551, "loss_rpn_bbox": 0.05312, "loss_cls": 0.25851, "acc": 91.69092, "loss_bbox": 0.26705, "loss_mask": 0.27177, "loss": 0.88596, "time": 0.86495}
{"mode": "train", "epoch": 2, "iter": 6850, "lr": 0.0002, "memory": 5833, "data_time": 0.02251, "loss_rpn_cls": 0.03847, "loss_rpn_bbox": 0.05367, "loss_cls": 0.2501, "acc": 91.90283, "loss_bbox": 0.26443, "loss_mask": 0.27006, "loss": 0.87672, "time": 0.83857}
{"mode": "train", "epoch": 2, "iter": 6900, "lr": 0.0002, "memory": 5833, "data_time": 0.02316, "loss_rpn_cls": 0.03966, "loss_rpn_bbox": 0.05593, "loss_cls": 0.26853, "acc": 91.43237, "loss_bbox": 0.27537, "loss_mask": 0.27139, "loss": 0.91089, "time": 0.84315}
{"mode": "train", "epoch": 2, "iter": 6950, "lr": 0.0002, "memory": 5833, "data_time": 0.02542, "loss_rpn_cls": 0.04157, "loss_rpn_bbox": 0.05577, "loss_cls": 0.25496, "acc": 91.94995, "loss_bbox": 0.26221, "loss_mask": 0.26614, "loss": 0.88065, "time": 0.83944}
{"mode": "train", "epoch": 2, "iter": 7000, "lr": 0.0002, "memory": 5833, "data_time": 0.02761, "loss_rpn_cls": 0.03961, "loss_rpn_bbox": 0.05714, "loss_cls": 0.26311, "acc": 91.53833, "loss_bbox": 0.27546, "loss_mask": 0.27061, "loss": 0.90593, "time": 0.87047}
{"mode": "train", "epoch": 2, "iter": 7050, "lr": 0.0002, "memory": 5833, "data_time": 0.02352, "loss_rpn_cls": 0.03507, "loss_rpn_bbox": 0.05473, "loss_cls": 0.2626, "acc": 91.62744, "loss_bbox": 0.27297, "loss_mask": 0.27227, "loss": 0.89764, "time": 0.85208}
{"mode": "train", "epoch": 2, "iter": 7100, "lr": 0.0002, "memory": 5833, "data_time": 0.02291, "loss_rpn_cls": 0.03863, "loss_rpn_bbox": 0.05589, "loss_cls": 0.26426, "acc": 91.5249, "loss_bbox": 0.27869, "loss_mask": 0.27177, "loss": 0.90924, "time": 0.86186}
{"mode": "train", "epoch": 2, "iter": 7150, "lr": 0.0002, "memory": 5833, "data_time": 0.02661, "loss_rpn_cls": 0.03778, "loss_rpn_bbox": 0.05608, "loss_cls": 0.25969, "acc": 91.72559, "loss_bbox": 0.26938, "loss_mask": 0.26784, "loss": 0.89076, "time": 0.86528}
{"mode": "train", "epoch": 2, "iter": 7200, "lr": 0.0002, "memory": 5833, "data_time": 0.02562, "loss_rpn_cls": 0.03469, "loss_rpn_bbox": 0.05073, "loss_cls": 0.25124, "acc": 92.05078, "loss_bbox": 0.26078, "loss_mask": 0.27178, "loss": 0.86922, "time": 0.8625}
{"mode": "train", "epoch": 2, "iter": 7250, "lr": 0.0002, "memory": 5833, "data_time": 0.02456, "loss_rpn_cls": 0.03914, "loss_rpn_bbox": 0.05182, "loss_cls": 0.25331, "acc": 91.98657, "loss_bbox": 0.26409, "loss_mask": 0.26797, "loss": 0.87634, "time": 0.84861}
{"mode": "train", "epoch": 2, "iter": 7300, "lr": 0.0002, "memory": 5833, "data_time": 0.02651, "loss_rpn_cls": 0.03904, "loss_rpn_bbox": 0.05466, "loss_cls": 0.25891, "acc": 91.8457, "loss_bbox": 0.27108, "loss_mask": 0.26756, "loss": 0.89125, "time": 0.86558}
{"mode": "val", "epoch": 2, "iter": 625, "lr": 0.0002, "bbox_mAP": 0.2838, "bbox_mAP_50": 0.4935, "bbox_mAP_75": 0.2966, "bbox_mAP_s": 0.1601, "bbox_mAP_m": 0.3089, "bbox_mAP_l": 0.3665, "bbox_mAP_copypaste": "0.2838 0.4935 0.2966 0.1601 0.3089 0.3665", "segm_mAP": 0.2804, "segm_mAP_50": 0.4688, "segm_mAP_75": 0.2932, "segm_mAP_s": 0.1274, "segm_mAP_m": 0.3085, "segm_mAP_l": 0.407, "segm_mAP_copypaste": "0.2804 0.4688 0.2932 0.1274 0.3085 0.4070"}
{"mode": "train", "epoch": 3, "iter": 50, "lr": 0.0002, "memory": 5833, "data_time": 0.09212, "loss_rpn_cls": 0.03345, "loss_rpn_bbox": 0.05469, "loss_cls": 0.24413, "acc": 91.94092, "loss_bbox": 0.26534, "loss_mask": 0.2657, "loss": 0.86331, "time": 0.94392}
{"mode": "train", "epoch": 3, "iter": 100, "lr": 0.0002, "memory": 5833, "data_time": 0.02127, "loss_rpn_cls": 0.03554, "loss_rpn_bbox": 0.05393, "loss_cls": 0.24682, "acc": 92.05957, "loss_bbox": 0.26392, "loss_mask": 0.26398, "loss": 0.86419, "time": 0.85511}
{"mode": "train", "epoch": 3, "iter": 150, "lr": 0.0002, "memory": 5833, "data_time": 0.02027, "loss_rpn_cls": 0.03114, "loss_rpn_bbox": 0.05279, "loss_cls": 0.24493, "acc": 91.88745, "loss_bbox": 0.26406, "loss_mask": 0.25727, "loss": 0.85019, "time": 0.85882}
{"mode": "train", "epoch": 3, "iter": 200, "lr": 0.0002, "memory": 5833, "data_time": 0.02335, "loss_rpn_cls": 0.03485, "loss_rpn_bbox": 0.05472, "loss_cls": 0.25066, "acc": 91.66675, "loss_bbox": 0.27399, "loss_mask": 0.26503, "loss": 0.87925, "time": 0.86085}
{"mode": "train", "epoch": 3, "iter": 250, "lr": 0.0002, "memory": 5833, "data_time": 0.02941, "loss_rpn_cls": 0.03727, "loss_rpn_bbox": 0.05689, "loss_cls": 0.2586, "acc": 91.44189, "loss_bbox": 0.27796, "loss_mask": 0.27172, "loss": 0.90244, "time": 0.85774}
{"mode": "train", "epoch": 3, "iter": 300, "lr": 0.0002, "memory": 5833, "data_time": 0.0254, "loss_rpn_cls": 0.0323, "loss_rpn_bbox": 0.05014, "loss_cls": 0.23286, "acc": 92.25854, "loss_bbox": 0.25743, "loss_mask": 0.26822, "loss": 0.84095, "time": 0.87741}
{"mode": "train", "epoch": 3, "iter": 350, "lr": 0.0002, "memory": 5833, "data_time": 0.02855, "loss_rpn_cls": 0.03675, "loss_rpn_bbox": 0.05651, "loss_cls": 0.24919, "acc": 91.75439, "loss_bbox": 0.27823, "loss_mask": 0.26802, "loss": 0.88872, "time": 0.93972}
{"mode": "train", "epoch": 3, "iter": 400, "lr": 0.0002, "memory": 5833, "data_time": 0.02025, "loss_rpn_cls": 0.03322, "loss_rpn_bbox": 0.05128, "loss_cls": 0.2385, "acc": 92.0835, "loss_bbox": 0.26779, "loss_mask": 0.26331, "loss": 0.85411, "time": 0.87466}
{"mode": "train", "epoch": 3, "iter": 450, "lr": 0.0002, "memory": 5833, "data_time": 0.02369, "loss_rpn_cls": 0.03458, "loss_rpn_bbox": 0.05466, "loss_cls": 0.25182, "acc": 91.55347, "loss_bbox": 0.27863, "loss_mask": 0.26626, "loss": 0.88595, "time": 0.86616}
{"mode": "train", "epoch": 3, "iter": 500, "lr": 0.0002, "memory": 5833, "data_time": 0.02599, "loss_rpn_cls": 0.03361, "loss_rpn_bbox": 0.05268, "loss_cls": 0.25546, "acc": 91.74487, "loss_bbox": 0.27118, "loss_mask": 0.26409, "loss": 0.87701, "time": 0.86448}
{"mode": "train", "epoch": 3, "iter": 550, "lr": 0.0002, "memory": 5833, "data_time": 0.02489, "loss_rpn_cls": 0.03203, "loss_rpn_bbox": 0.05033, "loss_cls": 0.24234, "acc": 92.08374, "loss_bbox": 0.26212, "loss_mask": 0.26116, "loss": 0.84799, "time": 0.884}
{"mode": "train", "epoch": 3, "iter": 600, "lr": 0.0002, "memory": 5833, "data_time": 0.02127, "loss_rpn_cls": 0.03205, "loss_rpn_bbox": 0.05155, "loss_cls": 0.24345, "acc": 92.08398, "loss_bbox": 0.25945, "loss_mask": 0.26078, "loss": 0.84729, "time": 0.85465}
{"mode": "train", "epoch": 3, "iter": 650, "lr": 0.0002, "memory": 5833, "data_time": 0.02397, "loss_rpn_cls": 0.03487, "loss_rpn_bbox": 0.05273, "loss_cls": 0.24834, "acc": 91.74902, "loss_bbox": 0.27637, "loss_mask": 0.27123, "loss": 0.88354, "time": 0.85817}
{"mode": "train", "epoch": 3, "iter": 700, "lr": 0.0002, "memory": 5833, "data_time": 0.02065, "loss_rpn_cls": 0.03356, "loss_rpn_bbox": 0.05289, "loss_cls": 0.24538, "acc": 91.94727, "loss_bbox": 0.26421, "loss_mask": 0.25933, "loss": 0.85537, "time": 0.87572}
{"mode": "train", "epoch": 3, "iter": 750, "lr": 0.0002, "memory": 5833, "data_time": 0.02504, "loss_rpn_cls": 0.03378, "loss_rpn_bbox": 0.05487, "loss_cls": 0.25024, "acc": 91.8186, "loss_bbox": 0.27, "loss_mask": 0.26144, "loss": 0.87032, "time": 0.89169}
{"mode": "train", "epoch": 3, "iter": 800, "lr": 0.0002, "memory": 5833, "data_time": 0.02209, "loss_rpn_cls": 0.03299, "loss_rpn_bbox": 0.05285, "loss_cls": 0.24361, "acc": 91.91797, "loss_bbox": 0.26675, "loss_mask": 0.25941, "loss": 0.85561, "time": 0.86531}
{"mode": "train", "epoch": 3, "iter": 850, "lr": 0.0002, "memory": 5833, "data_time": 0.02725, "loss_rpn_cls": 0.03549, "loss_rpn_bbox": 0.05569, "loss_cls": 0.2506, "acc": 91.73511, "loss_bbox": 0.26847, "loss_mask": 0.26837, "loss": 0.87862, "time": 0.90116}
{"mode": "train", "epoch": 3, "iter": 900, "lr": 0.0002, "memory": 5835, "data_time": 0.02324, "loss_rpn_cls": 0.03493, "loss_rpn_bbox": 0.05384, "loss_cls": 0.24603, "acc": 91.96899, "loss_bbox": 0.26878, "loss_mask": 0.26623, "loss": 0.86981, "time": 0.85221}
{"mode": "train", "epoch": 3, "iter": 950, "lr": 0.0002, "memory": 5835, "data_time": 0.02335, "loss_rpn_cls": 0.03517, "loss_rpn_bbox": 0.05126, "loss_cls": 0.24482, "acc": 92.10718, "loss_bbox": 0.25961, "loss_mask": 0.26367, "loss": 0.85453, "time": 0.84554}
{"mode": "train", "epoch": 3, "iter": 1000, "lr": 0.0002, "memory": 5835, "data_time": 0.02362, "loss_rpn_cls": 0.03455, "loss_rpn_bbox": 0.05257, "loss_cls": 0.24082, "acc": 92.04639, "loss_bbox": 0.26691, "loss_mask": 0.25939, "loss": 0.85424, "time": 0.86878}
{"mode": "train", "epoch": 3, "iter": 1050, "lr": 0.0002, "memory": 5835, "data_time": 0.02231, "loss_rpn_cls": 0.03449, "loss_rpn_bbox": 0.05237, "loss_cls": 0.24059, "acc": 92.10669, "loss_bbox": 0.26018, "loss_mask": 0.25839, "loss": 0.84602, "time": 0.83962}
{"mode": "train", "epoch": 3, "iter": 1100, "lr": 0.0002, "memory": 5835, "data_time": 0.02392, "loss_rpn_cls": 0.03363, "loss_rpn_bbox": 0.05317, "loss_cls": 0.24705, "acc": 91.94922, "loss_bbox": 0.26268, "loss_mask": 0.25441, "loss": 0.85094, "time": 0.87959}
{"mode": "train", "epoch": 3, "iter": 1150, "lr": 0.0002, "memory": 5835, "data_time": 0.0228, "loss_rpn_cls": 0.03207, "loss_rpn_bbox": 0.05222, "loss_cls": 0.24967, "acc": 91.85352, "loss_bbox": 0.26624, "loss_mask": 0.26912, "loss": 0.86931, "time": 0.86275}
{"mode": "train", "epoch": 3, "iter": 1200, "lr": 0.0002, "memory": 5835, "data_time": 0.02445, "loss_rpn_cls": 0.03645, "loss_rpn_bbox": 0.05396, "loss_cls": 0.25218, "acc": 91.62939, "loss_bbox": 0.2799, "loss_mask": 0.2686, "loss": 0.8911, "time": 0.88714}
{"mode": "train", "epoch": 3, "iter": 1250, "lr": 0.0002, "memory": 5835, "data_time": 0.0214, "loss_rpn_cls": 0.03409, "loss_rpn_bbox": 0.05381, "loss_cls": 0.24407, "acc": 92.02246, "loss_bbox": 0.26586, "loss_mask": 0.26819, "loss": 0.86601, "time": 0.86134}
{"mode": "train", "epoch": 3, "iter": 1300, "lr": 0.0002, "memory": 5835, "data_time": 0.0257, "loss_rpn_cls": 0.03478, "loss_rpn_bbox": 0.05283, "loss_cls": 0.24185, "acc": 92.10205, "loss_bbox": 0.2617, "loss_mask": 0.26382, "loss": 0.85498, "time": 0.83791}
{"mode": "train", "epoch": 3, "iter": 1350, "lr": 0.0002, "memory": 5835, "data_time": 0.02398, "loss_rpn_cls": 0.03701, "loss_rpn_bbox": 0.0577, "loss_cls": 0.24659, "acc": 92.0188, "loss_bbox": 0.26355, "loss_mask": 0.26184, "loss": 0.86669, "time": 0.87825}
{"mode": "train", "epoch": 3, "iter": 1400, "lr": 0.0002, "memory": 5835, "data_time": 0.02611, "loss_rpn_cls": 0.0359, "loss_rpn_bbox": 0.05316, "loss_cls": 0.25023, "acc": 91.80444, "loss_bbox": 0.27108, "loss_mask": 0.26797, "loss": 0.87834, "time": 0.84953}
{"mode": "train", "epoch": 3, "iter": 1450, "lr": 0.0002, "memory": 5835, "data_time": 0.02659, "loss_rpn_cls": 0.03966, "loss_rpn_bbox": 0.05771, "loss_cls": 0.2519, "acc": 91.75854, "loss_bbox": 0.2699, "loss_mask": 0.26111, "loss": 0.88028, "time": 0.86051}
{"mode": "train", "epoch": 3, "iter": 1500, "lr": 0.0002, "memory": 5835, "data_time": 0.02274, "loss_rpn_cls": 0.03455, "loss_rpn_bbox": 0.0514, "loss_cls": 0.25291, "acc": 91.95264, "loss_bbox": 0.26402, "loss_mask": 0.26235, "loss": 0.86522, "time": 0.85632}
{"mode": "train", "epoch": 3, "iter": 1550, "lr": 0.0002, "memory": 5835, "data_time": 0.02212, "loss_rpn_cls": 0.03382, "loss_rpn_bbox": 0.05393, "loss_cls": 0.24568, "acc": 92.02466, "loss_bbox": 0.26221, "loss_mask": 0.26551, "loss": 0.86116, "time": 0.85826}
{"mode": "train", "epoch": 3, "iter": 1600, "lr": 0.0002, "memory": 5835, "data_time": 0.02245, "loss_rpn_cls": 0.03736, "loss_rpn_bbox": 0.05849, "loss_cls": 0.26199, "acc": 91.41016, "loss_bbox": 0.28451, "loss_mask": 0.26564, "loss": 0.90799, "time": 0.8826}
{"mode": "train", "epoch": 3, "iter": 1650, "lr": 0.0002, "memory": 5835, "data_time": 0.02804, "loss_rpn_cls": 0.03503, "loss_rpn_bbox": 0.0533, "loss_cls": 0.25067, "acc": 91.75488, "loss_bbox": 0.27284, "loss_mask": 0.26512, "loss": 0.87696, "time": 0.87247}
{"mode": "train", "epoch": 3, "iter": 1700, "lr": 0.0002, "memory": 5835, "data_time": 0.0209, "loss_rpn_cls": 0.03781, "loss_rpn_bbox": 0.055, "loss_cls": 0.25397, "acc": 91.84888, "loss_bbox": 0.26827, "loss_mask": 0.26247, "loss": 0.87752, "time": 0.865}
{"mode": "train", "epoch": 3, "iter": 1750, "lr": 0.0002, "memory": 5835, "data_time": 0.0229, "loss_rpn_cls": 0.03442, "loss_rpn_bbox": 0.0554, "loss_cls": 0.24902, "acc": 91.97876, "loss_bbox": 0.26441, "loss_mask": 0.26654, "loss": 0.86979, "time": 0.86724}
{"mode": "train", "epoch": 3, "iter": 1800, "lr": 0.0002, "memory": 5835, "data_time": 0.02876, "loss_rpn_cls": 0.03666, "loss_rpn_bbox": 0.05471, "loss_cls": 0.24586, "acc": 91.96021, "loss_bbox": 0.26701, "loss_mask": 0.26187, "loss": 0.86612, "time": 0.85303}
{"mode": "train", "epoch": 3, "iter": 1850, "lr": 0.0002, "memory": 5835, "data_time": 0.02187, "loss_rpn_cls": 0.03496, "loss_rpn_bbox": 0.05391, "loss_cls": 0.2544, "acc": 91.62036, "loss_bbox": 0.27366, "loss_mask": 0.27097, "loss": 0.8879, "time": 0.87033}
{"mode": "train", "epoch": 3, "iter": 1900, "lr": 0.0002, "memory": 5835, "data_time": 0.02277, "loss_rpn_cls": 0.03279, "loss_rpn_bbox": 0.05355, "loss_cls": 0.24813, "acc": 91.9436, "loss_bbox": 0.26455, "loss_mask": 0.26151, "loss": 0.86053, "time": 0.8621}
{"mode": "train", "epoch": 3, "iter": 1950, "lr": 0.0002, "memory": 5835, "data_time": 0.02472, "loss_rpn_cls": 0.03287, "loss_rpn_bbox": 0.0514, "loss_cls": 0.24673, "acc": 91.94556, "loss_bbox": 0.26129, "loss_mask": 0.26036, "loss": 0.85265, "time": 0.86424}
{"mode": "train", "epoch": 3, "iter": 2000, "lr": 0.0002, "memory": 5835, "data_time": 0.02307, "loss_rpn_cls": 0.03664, "loss_rpn_bbox": 0.05432, "loss_cls": 0.24752, "acc": 92.04688, "loss_bbox": 0.26072, "loss_mask": 0.26447, "loss": 0.86366, "time": 0.86961}
{"mode": "train", "epoch": 3, "iter": 2050, "lr": 0.0002, "memory": 5835, "data_time": 0.02633, "loss_rpn_cls": 0.03585, "loss_rpn_bbox": 0.05689, "loss_cls": 0.25246, "acc": 91.66333, "loss_bbox": 0.27997, "loss_mask": 0.26714, "loss": 0.8923, "time": 0.85971}
{"mode": "train", "epoch": 3, "iter": 2100, "lr": 0.0002, "memory": 5835, "data_time": 0.02852, "loss_rpn_cls": 0.0369, "loss_rpn_bbox": 0.0579, "loss_cls": 0.24589, "acc": 91.86694, "loss_bbox": 0.2693, "loss_mask": 0.2637, "loss": 0.87369, "time": 0.89954}
{"mode": "train", "epoch": 3, "iter": 2150, "lr": 0.0002, "memory": 5835, "data_time": 0.02189, "loss_rpn_cls": 0.03316, "loss_rpn_bbox": 0.05291, "loss_cls": 0.23889, "acc": 92.10547, "loss_bbox": 0.26157, "loss_mask": 0.2642, "loss": 0.85073, "time": 0.87277}
{"mode": "train", "epoch": 3, "iter": 2200, "lr": 0.0002, "memory": 5835, "data_time": 0.02601, "loss_rpn_cls": 0.03474, "loss_rpn_bbox": 0.05476, "loss_cls": 0.24689, "acc": 91.85596, "loss_bbox": 0.2625, "loss_mask": 0.27072, "loss": 0.86961, "time": 0.86644}
{"mode": "train", "epoch": 3, "iter": 2250, "lr": 0.0002, "memory": 5835, "data_time": 0.02617, "loss_rpn_cls": 0.03492, "loss_rpn_bbox": 0.05529, "loss_cls": 0.24129, "acc": 91.99341, "loss_bbox": 0.2637, "loss_mask": 0.26118, "loss": 0.85638, "time": 0.8525}
{"mode": "train", "epoch": 3, "iter": 2300, "lr": 0.0002, "memory": 5835, "data_time": 0.02728, "loss_rpn_cls": 0.03685, "loss_rpn_bbox": 0.05206, "loss_cls": 0.25193, "acc": 91.73828, "loss_bbox": 0.26877, "loss_mask": 0.2594, "loss": 0.86902, "time": 0.85804}
{"mode": "train", "epoch": 3, "iter": 2350, "lr": 0.0002, "memory": 5835, "data_time": 0.02233, "loss_rpn_cls": 0.03631, "loss_rpn_bbox": 0.0548, "loss_cls": 0.25687, "acc": 91.70093, "loss_bbox": 0.2759, "loss_mask": 0.26634, "loss": 0.89021, "time": 0.86295}
{"mode": "train", "epoch": 3, "iter": 2400, "lr": 0.0002, "memory": 5835, "data_time": 0.02555, "loss_rpn_cls": 0.03514, "loss_rpn_bbox": 0.05176, "loss_cls": 0.24664, "acc": 91.95679, "loss_bbox": 0.26233, "loss_mask": 0.25749, "loss": 0.85336, "time": 0.90035}
{"mode": "train", "epoch": 3, "iter": 2450, "lr": 0.0002, "memory": 5835, "data_time": 0.02239, "loss_rpn_cls": 0.03727, "loss_rpn_bbox": 0.05659, "loss_cls": 0.25526, "acc": 91.83643, "loss_bbox": 0.2729, "loss_mask": 0.26675, "loss": 0.88877, "time": 0.88086}
{"mode": "train", "epoch": 3, "iter": 2500, "lr": 0.0002, "memory": 5835, "data_time": 0.02452, "loss_rpn_cls": 0.03368, "loss_rpn_bbox": 0.05259, "loss_cls": 0.24948, "acc": 91.88306, "loss_bbox": 0.26139, "loss_mask": 0.26201, "loss": 0.85913, "time": 0.9149}
{"mode": "train", "epoch": 3, "iter": 2550, "lr": 0.0002, "memory": 5835, "data_time": 0.02361, "loss_rpn_cls": 0.03394, "loss_rpn_bbox": 0.05125, "loss_cls": 0.24197, "acc": 92.07397, "loss_bbox": 0.26182, "loss_mask": 0.26464, "loss": 0.85361, "time": 0.83449}
{"mode": "train", "epoch": 3, "iter": 2600, "lr": 0.0002, "memory": 5835, "data_time": 0.02361, "loss_rpn_cls": 0.03691, "loss_rpn_bbox": 0.0556, "loss_cls": 0.25827, "acc": 91.62891, "loss_bbox": 0.27553, "loss_mask": 0.27099, "loss": 0.8973, "time": 0.8765}
{"mode": "train", "epoch": 3, "iter": 2650, "lr": 0.0002, "memory": 5835, "data_time": 0.02944, "loss_rpn_cls": 0.0335, "loss_rpn_bbox": 0.05302, "loss_cls": 0.25338, "acc": 91.80347, "loss_bbox": 0.26506, "loss_mask": 0.26504, "loss": 0.87, "time": 0.92156}
{"mode": "train", "epoch": 3, "iter": 2700, "lr": 0.0002, "memory": 5835, "data_time": 0.02134, "loss_rpn_cls": 0.03537, "loss_rpn_bbox": 0.05678, "loss_cls": 0.25692, "acc": 91.54248, "loss_bbox": 0.27574, "loss_mask": 0.26494, "loss": 0.88974, "time": 0.86389}
{"mode": "train", "epoch": 3, "iter": 2750, "lr": 0.0002, "memory": 5835, "data_time": 0.02293, "loss_rpn_cls": 0.03529, "loss_rpn_bbox": 0.05405, "loss_cls": 0.25154, "acc": 91.78613, "loss_bbox": 0.27219, "loss_mask": 0.26395, "loss": 0.87702, "time": 0.87651}
{"mode": "train", "epoch": 3, "iter": 2800, "lr": 0.0002, "memory": 5835, "data_time": 0.02287, "loss_rpn_cls": 0.03056, "loss_rpn_bbox": 0.05154, "loss_cls": 0.24869, "acc": 91.94336, "loss_bbox": 0.26147, "loss_mask": 0.25596, "loss": 0.8482, "time": 0.84765}
{"mode": "train", "epoch": 3, "iter": 2850, "lr": 0.0002, "memory": 5835, "data_time": 0.0238, "loss_rpn_cls": 0.03506, "loss_rpn_bbox": 0.05591, "loss_cls": 0.25042, "acc": 91.71338, "loss_bbox": 0.27018, "loss_mask": 0.26887, "loss": 0.88044, "time": 0.86877}
{"mode": "train", "epoch": 3, "iter": 2900, "lr": 0.0002, "memory": 5835, "data_time": 0.02691, "loss_rpn_cls": 0.03562, "loss_rpn_bbox": 0.05476, "loss_cls": 0.25213, "acc": 91.57764, "loss_bbox": 0.27838, "loss_mask": 0.26059, "loss": 0.88148, "time": 0.85595}
{"mode": "train", "epoch": 3, "iter": 2950, "lr": 0.0002, "memory": 5835, "data_time": 0.02378, "loss_rpn_cls": 0.03191, "loss_rpn_bbox": 0.0524, "loss_cls": 0.23487, "acc": 92.1543, "loss_bbox": 0.25773, "loss_mask": 0.26443, "loss": 0.84133, "time": 0.86939}
{"mode": "train", "epoch": 3, "iter": 3000, "lr": 0.0002, "memory": 5835, "data_time": 0.02227, "loss_rpn_cls": 0.03631, "loss_rpn_bbox": 0.05324, "loss_cls": 0.24839, "acc": 91.83765, "loss_bbox": 0.27215, "loss_mask": 0.27151, "loss": 0.8816, "time": 0.85893}
{"mode": "train", "epoch": 3, "iter": 3050, "lr": 0.0002, "memory": 5835, "data_time": 0.02506, "loss_rpn_cls": 0.0333, "loss_rpn_bbox": 0.05409, "loss_cls": 0.24685, "acc": 91.81665, "loss_bbox": 0.27688, "loss_mask": 0.26544, "loss": 0.87657, "time": 0.86785}
{"mode": "train", "epoch": 3, "iter": 3100, "lr": 0.0002, "memory": 5835, "data_time": 0.02426, "loss_rpn_cls": 0.0318, "loss_rpn_bbox": 0.05247, "loss_cls": 0.24449, "acc": 92.23071, "loss_bbox": 0.26049, "loss_mask": 0.26, "loss": 0.84926, "time": 0.855}
{"mode": "train", "epoch": 3, "iter": 3150, "lr": 0.0002, "memory": 5835, "data_time": 0.02418, "loss_rpn_cls": 0.03399, "loss_rpn_bbox": 0.05228, "loss_cls": 0.24344, "acc": 92.01074, "loss_bbox": 0.26786, "loss_mask": 0.25867, "loss": 0.85624, "time": 0.89028}
{"mode": "train", "epoch": 3, "iter": 3200, "lr": 0.0002, "memory": 5835, "data_time": 0.02422, "loss_rpn_cls": 0.03676, "loss_rpn_bbox": 0.05675, "loss_cls": 0.25119, "acc": 91.65991, "loss_bbox": 0.2694, "loss_mask": 0.26573, "loss": 0.87984, "time": 0.8475}
{"mode": "train", "epoch": 3, "iter": 3250, "lr": 0.0002, "memory": 5835, "data_time": 0.02645, "loss_rpn_cls": 0.03578, "loss_rpn_bbox": 0.05331, "loss_cls": 0.24649, "acc": 91.92993, "loss_bbox": 0.26398, "loss_mask": 0.26255, "loss": 0.86211, "time": 0.87753}
{"mode": "train", "epoch": 3, "iter": 3300, "lr": 0.0002, "memory": 5835, "data_time": 0.02535, "loss_rpn_cls": 0.03346, "loss_rpn_bbox": 0.05111, "loss_cls": 0.24168, "acc": 92.12769, "loss_bbox": 0.25661, "loss_mask": 0.26103, "loss": 0.84389, "time": 0.8599}
{"mode": "train", "epoch": 3, "iter": 3350, "lr": 0.0002, "memory": 5835, "data_time": 0.02406, "loss_rpn_cls": 0.03605, "loss_rpn_bbox": 0.0574, "loss_cls": 0.24855, "acc": 91.60303, "loss_bbox": 0.27599, "loss_mask": 0.26906, "loss": 0.88705, "time": 0.8528}
{"mode": "train", "epoch": 3, "iter": 3400, "lr": 0.0002, "memory": 5835, "data_time": 0.02806, "loss_rpn_cls": 0.03097, "loss_rpn_bbox": 0.05321, "loss_cls": 0.24955, "acc": 91.91626, "loss_bbox": 0.26336, "loss_mask": 0.25552, "loss": 0.85262, "time": 0.85479}
{"mode": "train", "epoch": 3, "iter": 3450, "lr": 0.0002, "memory": 5835, "data_time": 0.0202, "loss_rpn_cls": 0.03662, "loss_rpn_bbox": 0.05388, "loss_cls": 0.24882, "acc": 91.79297, "loss_bbox": 0.2669, "loss_mask": 0.26322, "loss": 0.86944, "time": 0.87953}
{"mode": "train", "epoch": 3, "iter": 3500, "lr": 0.0002, "memory": 5835, "data_time": 0.0247, "loss_rpn_cls": 0.03799, "loss_rpn_bbox": 0.05662, "loss_cls": 0.24933, "acc": 91.89819, "loss_bbox": 0.27364, "loss_mask": 0.26851, "loss": 0.88609, "time": 0.86174}
{"mode": "train", "epoch": 3, "iter": 3550, "lr": 0.0002, "memory": 5835, "data_time": 0.02439, "loss_rpn_cls": 0.03626, "loss_rpn_bbox": 0.05414, "loss_cls": 0.2535, "acc": 91.81079, "loss_bbox": 0.26714, "loss_mask": 0.26034, "loss": 0.87138, "time": 0.87665}
{"mode": "train", "epoch": 3, "iter": 3600, "lr": 0.0002, "memory": 5835, "data_time": 0.03104, "loss_rpn_cls": 0.03515, "loss_rpn_bbox": 0.05406, "loss_cls": 0.25487, "acc": 91.74023, "loss_bbox": 0.27076, "loss_mask": 0.26305, "loss": 0.87789, "time": 0.88686}
{"mode": "train", "epoch": 3, "iter": 3650, "lr": 0.0002, "memory": 5835, "data_time": 0.02288, "loss_rpn_cls": 0.0345, "loss_rpn_bbox": 0.05015, "loss_cls": 0.24785, "acc": 92.05542, "loss_bbox": 0.26304, "loss_mask": 0.26088, "loss": 0.85642, "time": 0.83772}
{"mode": "train", "epoch": 3, "iter": 3700, "lr": 0.0002, "memory": 5835, "data_time": 0.02236, "loss_rpn_cls": 0.03733, "loss_rpn_bbox": 0.05136, "loss_cls": 0.24842, "acc": 92.05249, "loss_bbox": 0.25722, "loss_mask": 0.2583, "loss": 0.85262, "time": 0.86121}
{"mode": "train", "epoch": 3, "iter": 3750, "lr": 0.0002, "memory": 5835, "data_time": 0.0247, "loss_rpn_cls": 0.03729, "loss_rpn_bbox": 0.05559, "loss_cls": 0.25043, "acc": 91.7749, "loss_bbox": 0.26734, "loss_mask": 0.26361, "loss": 0.87426, "time": 0.87824}
{"mode": "train", "epoch": 3, "iter": 3800, "lr": 0.0002, "memory": 5835, "data_time": 0.02576, "loss_rpn_cls": 0.03423, "loss_rpn_bbox": 0.05442, "loss_cls": 0.24195, "acc": 92.07544, "loss_bbox": 0.25904, "loss_mask": 0.25972, "loss": 0.84935, "time": 0.86595}
{"mode": "train", "epoch": 3, "iter": 3850, "lr": 0.0002, "memory": 5835, "data_time": 0.02993, "loss_rpn_cls": 0.03773, "loss_rpn_bbox": 0.05457, "loss_cls": 0.25182, "acc": 91.79663, "loss_bbox": 0.26597, "loss_mask": 0.26346, "loss": 0.87355, "time": 0.87562}
{"mode": "train", "epoch": 3, "iter": 3900, "lr": 0.0002, "memory": 5835, "data_time": 0.03047, "loss_rpn_cls": 0.03721, "loss_rpn_bbox": 0.05912, "loss_cls": 0.25286, "acc": 91.75171, "loss_bbox": 0.27011, "loss_mask": 0.2714, "loss": 0.8907, "time": 0.84978}
{"mode": "train", "epoch": 3, "iter": 3950, "lr": 0.0002, "memory": 5835, "data_time": 0.02918, "loss_rpn_cls": 0.03422, "loss_rpn_bbox": 0.05148, "loss_cls": 0.23421, "acc": 92.35864, "loss_bbox": 0.25492, "loss_mask": 0.25781, "loss": 0.83264, "time": 0.86036}
{"mode": "train", "epoch": 3, "iter": 4000, "lr": 0.0002, "memory": 5835, "data_time": 0.02823, "loss_rpn_cls": 0.03609, "loss_rpn_bbox": 0.05536, "loss_cls": 0.25487, "acc": 91.73682, "loss_bbox": 0.27089, "loss_mask": 0.26573, "loss": 0.88295, "time": 0.86958}
{"mode": "train", "epoch": 3, "iter": 4050, "lr": 0.0002, "memory": 5835, "data_time": 0.02588, "loss_rpn_cls": 0.03589, "loss_rpn_bbox": 0.05517, "loss_cls": 0.23949, "acc": 92.20581, "loss_bbox": 0.25286, "loss_mask": 0.25914, "loss": 0.84256, "time": 0.86954}
{"mode": "train", "epoch": 3, "iter": 4100, "lr": 0.0002, "memory": 5835, "data_time": 0.02473, "loss_rpn_cls": 0.03776, "loss_rpn_bbox": 0.0553, "loss_cls": 0.25576, "acc": 91.77222, "loss_bbox": 0.27228, "loss_mask": 0.26604, "loss": 0.88713, "time": 0.87175}
{"mode": "train", "epoch": 3, "iter": 4150, "lr": 0.0002, "memory": 5835, "data_time": 0.02116, "loss_rpn_cls": 0.03661, "loss_rpn_bbox": 0.05723, "loss_cls": 0.24848, "acc": 92.0127, "loss_bbox": 0.26587, "loss_mask": 0.26428, "loss": 0.87247, "time": 0.86332}
{"mode": "train", "epoch": 3, "iter": 4200, "lr": 0.0002, "memory": 5835, "data_time": 0.02522, "loss_rpn_cls": 0.03434, "loss_rpn_bbox": 0.05291, "loss_cls": 0.24789, "acc": 91.92334, "loss_bbox": 0.26319, "loss_mask": 0.26326, "loss": 0.8616, "time": 0.86392}
{"mode": "train", "epoch": 3, "iter": 4250, "lr": 0.0002, "memory": 5835, "data_time": 0.02241, "loss_rpn_cls": 0.03522, "loss_rpn_bbox": 0.05372, "loss_cls": 0.25119, "acc": 91.67749, "loss_bbox": 0.27595, "loss_mask": 0.26574, "loss": 0.88181, "time": 0.85004}
{"mode": "train", "epoch": 3, "iter": 4300, "lr": 0.0002, "memory": 5835, "data_time": 0.02326, "loss_rpn_cls": 0.0344, "loss_rpn_bbox": 0.05218, "loss_cls": 0.24596, "acc": 91.95044, "loss_bbox": 0.26235, "loss_mask": 0.25929, "loss": 0.85418, "time": 0.87235}
{"mode": "train", "epoch": 3, "iter": 4350, "lr": 0.0002, "memory": 5835, "data_time": 0.02442, "loss_rpn_cls": 0.0328, "loss_rpn_bbox": 0.05098, "loss_cls": 0.23625, "acc": 92.27466, "loss_bbox": 0.25774, "loss_mask": 0.25747, "loss": 0.83524, "time": 0.85041}
{"mode": "train", "epoch": 3, "iter": 4400, "lr": 0.0002, "memory": 5835, "data_time": 0.02202, "loss_rpn_cls": 0.03426, "loss_rpn_bbox": 0.0546, "loss_cls": 0.24535, "acc": 91.98145, "loss_bbox": 0.25867, "loss_mask": 0.25657, "loss": 0.84944, "time": 0.86655}
{"mode": "train", "epoch": 3, "iter": 4450, "lr": 0.0002, "memory": 5835, "data_time": 0.02583, "loss_rpn_cls": 0.0332, "loss_rpn_bbox": 0.05023, "loss_cls": 0.23791, "acc": 92.15942, "loss_bbox": 0.2601, "loss_mask": 0.25921, "loss": 0.84065, "time": 0.87044}
{"mode": "train", "epoch": 3, "iter": 4500, "lr": 0.0002, "memory": 5835, "data_time": 0.02356, "loss_rpn_cls": 0.03066, "loss_rpn_bbox": 0.04927, "loss_cls": 0.24261, "acc": 92.17773, "loss_bbox": 0.25826, "loss_mask": 0.26202, "loss": 0.84281, "time": 0.84955}
{"mode": "train", "epoch": 3, "iter": 4550, "lr": 0.0002, "memory": 5835, "data_time": 0.02258, "loss_rpn_cls": 0.03209, "loss_rpn_bbox": 0.05001, "loss_cls": 0.24289, "acc": 92.01904, "loss_bbox": 0.26458, "loss_mask": 0.25752, "loss": 0.84709, "time": 0.8664}
{"mode": "train", "epoch": 3, "iter": 4600, "lr": 0.0002, "memory": 5835, "data_time": 0.02471, "loss_rpn_cls": 0.03329, "loss_rpn_bbox": 0.05387, "loss_cls": 0.24103, "acc": 92.01758, "loss_bbox": 0.26674, "loss_mask": 0.26054, "loss": 0.85547, "time": 0.84285}
{"mode": "train", "epoch": 3, "iter": 4650, "lr": 0.0002, "memory": 5835, "data_time": 0.02241, "loss_rpn_cls": 0.03569, "loss_rpn_bbox": 0.05153, "loss_cls": 0.24383, "acc": 91.96484, "loss_bbox": 0.26464, "loss_mask": 0.26222, "loss": 0.85791, "time": 0.84684}
{"mode": "train", "epoch": 3, "iter": 4700, "lr": 0.0002, "memory": 5835, "data_time": 0.02182, "loss_rpn_cls": 0.03367, "loss_rpn_bbox": 0.05469, "loss_cls": 0.24914, "acc": 91.85938, "loss_bbox": 0.26702, "loss_mask": 0.26185, "loss": 0.86636, "time": 0.8631}
{"mode": "train", "epoch": 3, "iter": 4750, "lr": 0.0002, "memory": 5835, "data_time": 0.0286, "loss_rpn_cls": 0.03783, "loss_rpn_bbox": 0.05435, "loss_cls": 0.25253, "acc": 91.89648, "loss_bbox": 0.26607, "loss_mask": 0.2603, "loss": 0.87108, "time": 0.86801}
{"mode": "train", "epoch": 3, "iter": 4800, "lr": 0.0002, "memory": 5835, "data_time": 0.02632, "loss_rpn_cls": 0.03393, "loss_rpn_bbox": 0.05058, "loss_cls": 0.24447, "acc": 92.00977, "loss_bbox": 0.2595, "loss_mask": 0.26363, "loss": 0.85212, "time": 0.85065}
{"mode": "train", "epoch": 3, "iter": 4850, "lr": 0.0002, "memory": 5835, "data_time": 0.02206, "loss_rpn_cls": 0.03362, "loss_rpn_bbox": 0.05153, "loss_cls": 0.24092, "acc": 92.1748, "loss_bbox": 0.25103, "loss_mask": 0.25578, "loss": 0.83287, "time": 0.84947}
{"mode": "train", "epoch": 3, "iter": 4900, "lr": 0.0002, "memory": 5835, "data_time": 0.02675, "loss_rpn_cls": 0.03437, "loss_rpn_bbox": 0.05313, "loss_cls": 0.24866, "acc": 91.91895, "loss_bbox": 0.26025, "loss_mask": 0.2605, "loss": 0.85691, "time": 0.88162}
{"mode": "train", "epoch": 3, "iter": 4950, "lr": 0.0002, "memory": 5835, "data_time": 0.027, "loss_rpn_cls": 0.03419, "loss_rpn_bbox": 0.05226, "loss_cls": 0.25078, "acc": 91.88062, "loss_bbox": 0.26615, "loss_mask": 0.26717, "loss": 0.87054, "time": 0.94952}
{"mode": "train", "epoch": 3, "iter": 5000, "lr": 0.0002, "memory": 5835, "data_time": 0.02242, "loss_rpn_cls": 0.03474, "loss_rpn_bbox": 0.05357, "loss_cls": 0.24581, "acc": 92.09326, "loss_bbox": 0.26154, "loss_mask": 0.26327, "loss": 0.85893, "time": 0.83626}
{"mode": "train", "epoch": 3, "iter": 5050, "lr": 0.0002, "memory": 5835, "data_time": 0.06126, "loss_rpn_cls": 0.03585, "loss_rpn_bbox": 0.05319, "loss_cls": 0.25038, "acc": 91.97144, "loss_bbox": 0.26033, "loss_mask": 0.25976, "loss": 0.85951, "time": 0.90086}
{"mode": "train", "epoch": 3, "iter": 5100, "lr": 0.0002, "memory": 5835, "data_time": 0.02155, "loss_rpn_cls": 0.03564, "loss_rpn_bbox": 0.05008, "loss_cls": 0.25552, "acc": 91.83252, "loss_bbox": 0.26509, "loss_mask": 0.26577, "loss": 0.87211, "time": 0.86395}
{"mode": "train", "epoch": 3, "iter": 5150, "lr": 0.0002, "memory": 5835, "data_time": 0.01946, "loss_rpn_cls": 0.03221, "loss_rpn_bbox": 0.0526, "loss_cls": 0.24283, "acc": 91.86377, "loss_bbox": 0.26478, "loss_mask": 0.26106, "loss": 0.85348, "time": 0.86116}
{"mode": "train", "epoch": 3, "iter": 5200, "lr": 0.0002, "memory": 5835, "data_time": 0.02324, "loss_rpn_cls": 0.03198, "loss_rpn_bbox": 0.05112, "loss_cls": 0.24201, "acc": 92.09937, "loss_bbox": 0.25797, "loss_mask": 0.26068, "loss": 0.84377, "time": 0.87226}
{"mode": "train", "epoch": 3, "iter": 5250, "lr": 0.0002, "memory": 5835, "data_time": 0.02238, "loss_rpn_cls": 0.03359, "loss_rpn_bbox": 0.05138, "loss_cls": 0.23974, "acc": 92.17847, "loss_bbox": 0.25399, "loss_mask": 0.26523, "loss": 0.84393, "time": 0.85443}
{"mode": "train", "epoch": 3, "iter": 5300, "lr": 0.0002, "memory": 5835, "data_time": 0.02578, "loss_rpn_cls": 0.0367, "loss_rpn_bbox": 0.05455, "loss_cls": 0.24507, "acc": 91.97144, "loss_bbox": 0.25644, "loss_mask": 0.2589, "loss": 0.85167, "time": 0.86903}
{"mode": "train", "epoch": 3, "iter": 5350, "lr": 0.0002, "memory": 5835, "data_time": 0.02574, "loss_rpn_cls": 0.03691, "loss_rpn_bbox": 0.05493, "loss_cls": 0.25502, "acc": 91.74463, "loss_bbox": 0.26536, "loss_mask": 0.26874, "loss": 0.88095, "time": 0.87942}
{"mode": "train", "epoch": 3, "iter": 5400, "lr": 0.0002, "memory": 5835, "data_time": 0.02381, "loss_rpn_cls": 0.03572, "loss_rpn_bbox": 0.05037, "loss_cls": 0.23631, "acc": 92.31201, "loss_bbox": 0.25909, "loss_mask": 0.25993, "loss": 0.84142, "time": 0.87301}
{"mode": "train", "epoch": 3, "iter": 5450, "lr": 0.0002, "memory": 5835, "data_time": 0.02234, "loss_rpn_cls": 0.03126, "loss_rpn_bbox": 0.04959, "loss_cls": 0.23787, "acc": 92.44604, "loss_bbox": 0.24683, "loss_mask": 0.2588, "loss": 0.82436, "time": 0.85293}
{"mode": "train", "epoch": 3, "iter": 5500, "lr": 0.0002, "memory": 5835, "data_time": 0.0212, "loss_rpn_cls": 0.03211, "loss_rpn_bbox": 0.0512, "loss_cls": 0.24019, "acc": 92.27319, "loss_bbox": 0.25266, "loss_mask": 0.26355, "loss": 0.8397, "time": 0.89829}
{"mode": "train", "epoch": 3, "iter": 5550, "lr": 0.0002, "memory": 5835, "data_time": 0.02252, "loss_rpn_cls": 0.03564, "loss_rpn_bbox": 0.05135, "loss_cls": 0.24296, "acc": 91.90161, "loss_bbox": 0.26798, "loss_mask": 0.26588, "loss": 0.86381, "time": 0.86111}
{"mode": "train", "epoch": 3, "iter": 5600, "lr": 0.0002, "memory": 5835, "data_time": 0.02747, "loss_rpn_cls": 0.03642, "loss_rpn_bbox": 0.05313, "loss_cls": 0.24854, "acc": 91.92456, "loss_bbox": 0.26347, "loss_mask": 0.25949, "loss": 0.86106, "time": 0.84268}
{"mode": "train", "epoch": 3, "iter": 5650, "lr": 0.0002, "memory": 5835, "data_time": 0.02762, "loss_rpn_cls": 0.03571, "loss_rpn_bbox": 0.05387, "loss_cls": 0.2485, "acc": 91.93799, "loss_bbox": 0.26539, "loss_mask": 0.2563, "loss": 0.85977, "time": 0.85264}
{"mode": "train", "epoch": 3, "iter": 5700, "lr": 0.0002, "memory": 5835, "data_time": 0.02067, "loss_rpn_cls": 0.03514, "loss_rpn_bbox": 0.05037, "loss_cls": 0.23936, "acc": 92.27954, "loss_bbox": 0.25445, "loss_mask": 0.25644, "loss": 0.83576, "time": 0.86903}
{"mode": "train", "epoch": 3, "iter": 5750, "lr": 0.0002, "memory": 5835, "data_time": 0.02247, "loss_rpn_cls": 0.03381, "loss_rpn_bbox": 0.05238, "loss_cls": 0.24442, "acc": 91.99243, "loss_bbox": 0.26017, "loss_mask": 0.26147, "loss": 0.85224, "time": 0.85629}
{"mode": "train", "epoch": 3, "iter": 5800, "lr": 0.0002, "memory": 5835, "data_time": 0.02757, "loss_rpn_cls": 0.04081, "loss_rpn_bbox": 0.05478, "loss_cls": 0.26606, "acc": 91.55542, "loss_bbox": 0.27146, "loss_mask": 0.26291, "loss": 0.89602, "time": 0.94691}
{"mode": "train", "epoch": 3, "iter": 5850, "lr": 0.0002, "memory": 5835, "data_time": 0.02707, "loss_rpn_cls": 0.03694, "loss_rpn_bbox": 0.05417, "loss_cls": 0.24497, "acc": 91.98804, "loss_bbox": 0.26193, "loss_mask": 0.26102, "loss": 0.85903, "time": 0.84561}
{"mode": "train", "epoch": 3, "iter": 5900, "lr": 0.0002, "memory": 5835, "data_time": 0.02265, "loss_rpn_cls": 0.03376, "loss_rpn_bbox": 0.05193, "loss_cls": 0.25296, "acc": 91.81396, "loss_bbox": 0.26833, "loss_mask": 0.26158, "loss": 0.86857, "time": 0.85895}
{"mode": "train", "epoch": 3, "iter": 5950, "lr": 0.0002, "memory": 5835, "data_time": 0.02486, "loss_rpn_cls": 0.03223, "loss_rpn_bbox": 0.05199, "loss_cls": 0.23602, "acc": 92.35669, "loss_bbox": 0.2495, "loss_mask": 0.25767, "loss": 0.82741, "time": 0.85544}
{"mode": "train", "epoch": 3, "iter": 6000, "lr": 0.0002, "memory": 5835, "data_time": 0.02057, "loss_rpn_cls": 0.03126, "loss_rpn_bbox": 0.04988, "loss_cls": 0.22989, "acc": 92.54858, "loss_bbox": 0.24789, "loss_mask": 0.25781, "loss": 0.81672, "time": 0.83958}
{"mode": "train", "epoch": 3, "iter": 6050, "lr": 0.0002, "memory": 5835, "data_time": 0.02334, "loss_rpn_cls": 0.03428, "loss_rpn_bbox": 0.05267, "loss_cls": 0.24206, "acc": 92.03955, "loss_bbox": 0.25797, "loss_mask": 0.26259, "loss": 0.84956, "time": 0.86227}
{"mode": "train", "epoch": 3, "iter": 6100, "lr": 0.0002, "memory": 5835, "data_time": 0.02381, "loss_rpn_cls": 0.03542, "loss_rpn_bbox": 0.05414, "loss_cls": 0.24353, "acc": 92.00366, "loss_bbox": 0.2616, "loss_mask": 0.25593, "loss": 0.85062, "time": 0.83773}
{"mode": "train", "epoch": 3, "iter": 6150, "lr": 0.0002, "memory": 5835, "data_time": 0.02078, "loss_rpn_cls": 0.03481, "loss_rpn_bbox": 0.0519, "loss_cls": 0.24268, "acc": 92.05469, "loss_bbox": 0.25838, "loss_mask": 0.26142, "loss": 0.84919, "time": 0.87479}
{"mode": "train", "epoch": 3, "iter": 6200, "lr": 0.0002, "memory": 5835, "data_time": 0.02235, "loss_rpn_cls": 0.03399, "loss_rpn_bbox": 0.05134, "loss_cls": 0.24719, "acc": 91.95117, "loss_bbox": 0.26544, "loss_mask": 0.25704, "loss": 0.855, "time": 0.84405}
{"mode": "train", "epoch": 3, "iter": 6250, "lr": 0.0002, "memory": 5835, "data_time": 0.02739, "loss_rpn_cls": 0.03539, "loss_rpn_bbox": 0.05592, "loss_cls": 0.25574, "acc": 91.66406, "loss_bbox": 0.27201, "loss_mask": 0.26357, "loss": 0.88262, "time": 0.88131}
{"mode": "train", "epoch": 3, "iter": 6300, "lr": 0.0002, "memory": 5835, "data_time": 0.0258, "loss_rpn_cls": 0.03711, "loss_rpn_bbox": 0.05439, "loss_cls": 0.24403, "acc": 92.02344, "loss_bbox": 0.2625, "loss_mask": 0.26597, "loss": 0.864, "time": 0.8608}
{"mode": "train", "epoch": 3, "iter": 6350, "lr": 0.0002, "memory": 5835, "data_time": 0.02049, "loss_rpn_cls": 0.03268, "loss_rpn_bbox": 0.0488, "loss_cls": 0.23695, "acc": 92.42407, "loss_bbox": 0.24903, "loss_mask": 0.26151, "loss": 0.82897, "time": 0.84854}
{"mode": "train", "epoch": 3, "iter": 6400, "lr": 0.0002, "memory": 5835, "data_time": 0.02633, "loss_rpn_cls": 0.03458, "loss_rpn_bbox": 0.05307, "loss_cls": 0.2303, "acc": 92.36597, "loss_bbox": 0.25797, "loss_mask": 0.25866, "loss": 0.83458, "time": 0.86909}
{"mode": "train", "epoch": 3, "iter": 6450, "lr": 0.0002, "memory": 5835, "data_time": 0.02193, "loss_rpn_cls": 0.03215, "loss_rpn_bbox": 0.04985, "loss_cls": 0.24386, "acc": 92.1145, "loss_bbox": 0.25778, "loss_mask": 0.25777, "loss": 0.84141, "time": 0.84381}
{"mode": "train", "epoch": 3, "iter": 6500, "lr": 0.0002, "memory": 5835, "data_time": 0.02521, "loss_rpn_cls": 0.03283, "loss_rpn_bbox": 0.05098, "loss_cls": 0.25024, "acc": 91.72949, "loss_bbox": 0.25745, "loss_mask": 0.25355, "loss": 0.84506, "time": 0.86355}
{"mode": "train", "epoch": 3, "iter": 6550, "lr": 0.0002, "memory": 5835, "data_time": 0.02198, "loss_rpn_cls": 0.03265, "loss_rpn_bbox": 0.05063, "loss_cls": 0.24752, "acc": 92.0188, "loss_bbox": 0.25884, "loss_mask": 0.26031, "loss": 0.84995, "time": 0.87087}
{"mode": "train", "epoch": 3, "iter": 6600, "lr": 0.0002, "memory": 5835, "data_time": 0.01966, "loss_rpn_cls": 0.03497, "loss_rpn_bbox": 0.05194, "loss_cls": 0.24712, "acc": 92.04297, "loss_bbox": 0.25862, "loss_mask": 0.261, "loss": 0.85365, "time": 0.85574}
{"mode": "train", "epoch": 3, "iter": 6650, "lr": 0.0002, "memory": 5835, "data_time": 0.02613, "loss_rpn_cls": 0.03509, "loss_rpn_bbox": 0.05581, "loss_cls": 0.24248, "acc": 92.01636, "loss_bbox": 0.25935, "loss_mask": 0.26088, "loss": 0.85361, "time": 0.8671}
{"mode": "train", "epoch": 3, "iter": 6700, "lr": 0.0002, "memory": 5835, "data_time": 0.02644, "loss_rpn_cls": 0.03464, "loss_rpn_bbox": 0.05436, "loss_cls": 0.24631, "acc": 91.95874, "loss_bbox": 0.26237, "loss_mask": 0.25584, "loss": 0.85352, "time": 0.89132}
{"mode": "train", "epoch": 3, "iter": 6750, "lr": 0.0002, "memory": 5835, "data_time": 0.02236, "loss_rpn_cls": 0.03214, "loss_rpn_bbox": 0.05082, "loss_cls": 0.2498, "acc": 91.7312, "loss_bbox": 0.27062, "loss_mask": 0.25917, "loss": 0.86256, "time": 0.89216}
{"mode": "train", "epoch": 3, "iter": 6800, "lr": 0.0002, "memory": 5835, "data_time": 0.02355, "loss_rpn_cls": 0.03723, "loss_rpn_bbox": 0.05501, "loss_cls": 0.25879, "acc": 91.49976, "loss_bbox": 0.27391, "loss_mask": 0.2639, "loss": 0.88884, "time": 0.87165}
{"mode": "train", "epoch": 3, "iter": 6850, "lr": 0.0002, "memory": 5835, "data_time": 0.02402, "loss_rpn_cls": 0.03721, "loss_rpn_bbox": 0.05181, "loss_cls": 0.23818, "acc": 92.3479, "loss_bbox": 0.24961, "loss_mask": 0.25609, "loss": 0.83289, "time": 0.84904}
{"mode": "train", "epoch": 3, "iter": 6900, "lr": 0.0002, "memory": 5835, "data_time": 0.02722, "loss_rpn_cls": 0.03467, "loss_rpn_bbox": 0.05293, "loss_cls": 0.25022, "acc": 91.8894, "loss_bbox": 0.26405, "loss_mask": 0.2629, "loss": 0.86477, "time": 0.85489}
{"mode": "train", "epoch": 3, "iter": 6950, "lr": 0.0002, "memory": 5835, "data_time": 0.02576, "loss_rpn_cls": 0.03221, "loss_rpn_bbox": 0.05143, "loss_cls": 0.24752, "acc": 91.88159, "loss_bbox": 0.26392, "loss_mask": 0.26077, "loss": 0.85586, "time": 0.86455}
{"mode": "train", "epoch": 3, "iter": 7000, "lr": 0.0002, "memory": 5835, "data_time": 0.02354, "loss_rpn_cls": 0.03281, "loss_rpn_bbox": 0.05105, "loss_cls": 0.25547, "acc": 91.74316, "loss_bbox": 0.26724, "loss_mask": 0.26267, "loss": 0.86923, "time": 0.83224}
{"mode": "train", "epoch": 3, "iter": 7050, "lr": 0.0002, "memory": 5835, "data_time": 0.02503, "loss_rpn_cls": 0.03433, "loss_rpn_bbox": 0.05343, "loss_cls": 0.2542, "acc": 91.89697, "loss_bbox": 0.26361, "loss_mask": 0.26598, "loss": 0.87154, "time": 0.91069}
{"mode": "train", "epoch": 3, "iter": 7100, "lr": 0.0002, "memory": 5835, "data_time": 0.0239, "loss_rpn_cls": 0.03728, "loss_rpn_bbox": 0.05328, "loss_cls": 0.24977, "acc": 91.92944, "loss_bbox": 0.26277, "loss_mask": 0.25993, "loss": 0.86302, "time": 0.85241}
{"mode": "train", "epoch": 3, "iter": 7150, "lr": 0.0002, "memory": 5835, "data_time": 0.02043, "loss_rpn_cls": 0.03673, "loss_rpn_bbox": 0.05435, "loss_cls": 0.24317, "acc": 92.04614, "loss_bbox": 0.2603, "loss_mask": 0.26042, "loss": 0.85496, "time": 0.88674}
{"mode": "train", "epoch": 3, "iter": 7200, "lr": 0.0002, "memory": 5835, "data_time": 0.01972, "loss_rpn_cls": 0.03761, "loss_rpn_bbox": 0.05311, "loss_cls": 0.2472, "acc": 91.93823, "loss_bbox": 0.26175, "loss_mask": 0.2559, "loss": 0.85557, "time": 0.87901}
{"mode": "train", "epoch": 3, "iter": 7250, "lr": 0.0002, "memory": 5835, "data_time": 0.02108, "loss_rpn_cls": 0.03302, "loss_rpn_bbox": 0.05075, "loss_cls": 0.23462, "acc": 92.26733, "loss_bbox": 0.25432, "loss_mask": 0.256, "loss": 0.82872, "time": 0.85159}
{"mode": "train", "epoch": 3, "iter": 7300, "lr": 0.0002, "memory": 5835, "data_time": 0.0227, "loss_rpn_cls": 0.03249, "loss_rpn_bbox": 0.04933, "loss_cls": 0.23698, "acc": 92.27197, "loss_bbox": 0.2566, "loss_mask": 0.2567, "loss": 0.8321, "time": 0.84183}
{"mode": "val", "epoch": 3, "iter": 625, "lr": 0.0002, "bbox_mAP": 0.3051, "bbox_mAP_50": 0.5205, "bbox_mAP_75": 0.3203, "bbox_mAP_s": 0.1795, "bbox_mAP_m": 0.3368, "bbox_mAP_l": 0.3929, "bbox_mAP_copypaste": "0.3051 0.5205 0.3203 0.1795 0.3368 0.3929", "segm_mAP": 0.2983, "segm_mAP_50": 0.4959, "segm_mAP_75": 0.3137, "segm_mAP_s": 0.138, "segm_mAP_m": 0.3268, "segm_mAP_l": 0.4327, "segm_mAP_copypaste": "0.2983 0.4959 0.3137 0.1380 0.3268 0.4327"}
{"mode": "train", "epoch": 4, "iter": 50, "lr": 0.0002, "memory": 5835, "data_time": 0.14855, "loss_rpn_cls": 0.03253, "loss_rpn_bbox": 0.05507, "loss_cls": 0.23245, "acc": 91.99292, "loss_bbox": 0.26567, "loss_mask": 0.25495, "loss": 0.84066, "time": 1.01499}
{"mode": "train", "epoch": 4, "iter": 100, "lr": 0.0002, "memory": 5835, "data_time": 0.02167, "loss_rpn_cls": 0.02965, "loss_rpn_bbox": 0.04926, "loss_cls": 0.23354, "acc": 92.09106, "loss_bbox": 0.26472, "loss_mask": 0.25657, "loss": 0.83374, "time": 0.85801}
{"mode": "train", "epoch": 4, "iter": 150, "lr": 0.0002, "memory": 5835, "data_time": 0.02827, "loss_rpn_cls": 0.02989, "loss_rpn_bbox": 0.05064, "loss_cls": 0.23114, "acc": 92.35352, "loss_bbox": 0.24659, "loss_mask": 0.25023, "loss": 0.80848, "time": 0.85551}
{"mode": "train", "epoch": 4, "iter": 200, "lr": 0.0002, "memory": 5835, "data_time": 0.02882, "loss_rpn_cls": 0.03273, "loss_rpn_bbox": 0.05224, "loss_cls": 0.2386, "acc": 91.95093, "loss_bbox": 0.26302, "loss_mask": 0.25695, "loss": 0.84354, "time": 0.86511}
{"mode": "train", "epoch": 4, "iter": 250, "lr": 0.0002, "memory": 5835, "data_time": 0.02415, "loss_rpn_cls": 0.02933, "loss_rpn_bbox": 0.05011, "loss_cls": 0.23052, "acc": 92.24658, "loss_bbox": 0.2522, "loss_mask": 0.24915, "loss": 0.81132, "time": 0.85224}
{"mode": "train", "epoch": 4, "iter": 300, "lr": 0.0002, "memory": 5835, "data_time": 0.02233, "loss_rpn_cls": 0.03057, "loss_rpn_bbox": 0.05071, "loss_cls": 0.22867, "acc": 92.24585, "loss_bbox": 0.26061, "loss_mask": 0.24796, "loss": 0.81852, "time": 0.84008}
{"mode": "train", "epoch": 4, "iter": 350, "lr": 0.0002, "memory": 5835, "data_time": 0.02413, "loss_rpn_cls": 0.02988, "loss_rpn_bbox": 0.04941, "loss_cls": 0.22828, "acc": 92.24292, "loss_bbox": 0.26023, "loss_mask": 0.25246, "loss": 0.82027, "time": 0.86833}
{"mode": "train", "epoch": 4, "iter": 400, "lr": 0.0002, "memory": 5835, "data_time": 0.02577, "loss_rpn_cls": 0.03089, "loss_rpn_bbox": 0.05151, "loss_cls": 0.24075, "acc": 91.98096, "loss_bbox": 0.26364, "loss_mask": 0.25859, "loss": 0.84538, "time": 0.91441}
{"mode": "train", "epoch": 4, "iter": 450, "lr": 0.0002, "memory": 5835, "data_time": 0.02734, "loss_rpn_cls": 0.03261, "loss_rpn_bbox": 0.05382, "loss_cls": 0.23677, "acc": 91.93481, "loss_bbox": 0.27158, "loss_mask": 0.26246, "loss": 0.85723, "time": 0.87342}
{"mode": "train", "epoch": 4, "iter": 500, "lr": 0.0002, "memory": 5835, "data_time": 0.02486, "loss_rpn_cls": 0.03243, "loss_rpn_bbox": 0.05092, "loss_cls": 0.24012, "acc": 91.9978, "loss_bbox": 0.26027, "loss_mask": 0.25101, "loss": 0.83475, "time": 0.88151}
{"mode": "train", "epoch": 4, "iter": 550, "lr": 0.0002, "memory": 5835, "data_time": 0.02484, "loss_rpn_cls": 0.03095, "loss_rpn_bbox": 0.05241, "loss_cls": 0.23183, "acc": 92.27759, "loss_bbox": 0.25764, "loss_mask": 0.2614, "loss": 0.83422, "time": 0.86147}
{"mode": "train", "epoch": 4, "iter": 600, "lr": 0.0002, "memory": 5835, "data_time": 0.02652, "loss_rpn_cls": 0.03146, "loss_rpn_bbox": 0.05116, "loss_cls": 0.23287, "acc": 92.23853, "loss_bbox": 0.25782, "loss_mask": 0.25871, "loss": 0.83202, "time": 0.87845}
{"mode": "train", "epoch": 4, "iter": 650, "lr": 0.0002, "memory": 5835, "data_time": 0.02333, "loss_rpn_cls": 0.03087, "loss_rpn_bbox": 0.04889, "loss_cls": 0.22385, "acc": 92.61328, "loss_bbox": 0.25286, "loss_mask": 0.25013, "loss": 0.80661, "time": 0.83275}
{"mode": "train", "epoch": 4, "iter": 700, "lr": 0.0002, "memory": 5835, "data_time": 0.02358, "loss_rpn_cls": 0.02996, "loss_rpn_bbox": 0.05106, "loss_cls": 0.22277, "acc": 92.37061, "loss_bbox": 0.25456, "loss_mask": 0.25467, "loss": 0.81302, "time": 0.86654}
{"mode": "train", "epoch": 4, "iter": 750, "lr": 0.0002, "memory": 5835, "data_time": 0.02376, "loss_rpn_cls": 0.02942, "loss_rpn_bbox": 0.04921, "loss_cls": 0.22834, "acc": 92.25146, "loss_bbox": 0.25326, "loss_mask": 0.25126, "loss": 0.81149, "time": 0.89087}
{"mode": "train", "epoch": 4, "iter": 800, "lr": 0.0002, "memory": 5835, "data_time": 0.02057, "loss_rpn_cls": 0.0298, "loss_rpn_bbox": 0.05224, "loss_cls": 0.23184, "acc": 92.27173, "loss_bbox": 0.25604, "loss_mask": 0.25394, "loss": 0.82385, "time": 0.85489}
{"mode": "train", "epoch": 4, "iter": 850, "lr": 0.0002, "memory": 5835, "data_time": 0.02194, "loss_rpn_cls": 0.02972, "loss_rpn_bbox": 0.05127, "loss_cls": 0.22082, "acc": 92.49243, "loss_bbox": 0.25143, "loss_mask": 0.2507, "loss": 0.80393, "time": 0.86419}
{"mode": "train", "epoch": 4, "iter": 900, "lr": 0.0002, "memory": 5835, "data_time": 0.02329, "loss_rpn_cls": 0.03021, "loss_rpn_bbox": 0.0521, "loss_cls": 0.24039, "acc": 91.87573, "loss_bbox": 0.26047, "loss_mask": 0.25526, "loss": 0.83843, "time": 0.86198}
{"mode": "train", "epoch": 4, "iter": 950, "lr": 0.0002, "memory": 5835, "data_time": 0.02309, "loss_rpn_cls": 0.02772, "loss_rpn_bbox": 0.04678, "loss_cls": 0.2272, "acc": 92.44263, "loss_bbox": 0.24602, "loss_mask": 0.2627, "loss": 0.81042, "time": 0.83869}
{"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.0002, "memory": 5835, "data_time": 0.02062, "loss_rpn_cls": 0.03133, "loss_rpn_bbox": 0.05167, "loss_cls": 0.2272, "acc": 92.28442, "loss_bbox": 0.25521, "loss_mask": 0.25368, "loss": 0.81909, "time": 0.85066}
{"mode": "train", "epoch": 4, "iter": 1050, "lr": 0.0002, "memory": 5835, "data_time": 0.02726, "loss_rpn_cls": 0.03138, "loss_rpn_bbox": 0.05236, "loss_cls": 0.23554, "acc": 92.08301, "loss_bbox": 0.26289, "loss_mask": 0.2529, "loss": 0.83507, "time": 0.86133}
{"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.0002, "memory": 5835, "data_time": 0.02329, "loss_rpn_cls": 0.03154, "loss_rpn_bbox": 0.0553, "loss_cls": 0.23545, "acc": 92.125, "loss_bbox": 0.2568, "loss_mask": 0.25807, "loss": 0.83716, "time": 0.86063}
{"mode": "train", "epoch": 4, "iter": 1150, "lr": 0.0002, "memory": 5835, "data_time": 0.02306, "loss_rpn_cls": 0.03275, "loss_rpn_bbox": 0.05276, "loss_cls": 0.24228, "acc": 91.94214, "loss_bbox": 0.26465, "loss_mask": 0.25995, "loss": 0.85238, "time": 0.86753}
{"mode": "train", "epoch": 4, "iter": 1200, "lr": 0.0002, "memory": 5835, "data_time": 0.02525, "loss_rpn_cls": 0.03312, "loss_rpn_bbox": 0.05267, "loss_cls": 0.228, "acc": 92.25293, "loss_bbox": 0.2587, "loss_mask": 0.24652, "loss": 0.81901, "time": 0.8753}
{"mode": "train", "epoch": 4, "iter": 1250, "lr": 0.0002, "memory": 5835, "data_time": 0.02557, "loss_rpn_cls": 0.03034, "loss_rpn_bbox": 0.05223, "loss_cls": 0.23124, "acc": 92.17236, "loss_bbox": 0.26065, "loss_mask": 0.24967, "loss": 0.82413, "time": 0.87271}
{"mode": "train", "epoch": 4, "iter": 1300, "lr": 0.0002, "memory": 5835, "data_time": 0.02653, "loss_rpn_cls": 0.03308, "loss_rpn_bbox": 0.05198, "loss_cls": 0.23085, "acc": 92.36108, "loss_bbox": 0.24726, "loss_mask": 0.25592, "loss": 0.81909, "time": 0.86174}
{"mode": "train", "epoch": 4, "iter": 1350, "lr": 0.0002, "memory": 5835, "data_time": 0.02307, "loss_rpn_cls": 0.03352, "loss_rpn_bbox": 0.05447, "loss_cls": 0.2337, "acc": 92.09546, "loss_bbox": 0.26035, "loss_mask": 0.25721, "loss": 0.83925, "time": 0.89718}
{"mode": "train", "epoch": 4, "iter": 1400, "lr": 0.0002, "memory": 5835, "data_time": 0.02591, "loss_rpn_cls": 0.03158, "loss_rpn_bbox": 0.05336, "loss_cls": 0.2332, "acc": 92.05811, "loss_bbox": 0.26358, "loss_mask": 0.25279, "loss": 0.83452, "time": 0.87205}
{"mode": "train", "epoch": 4, "iter": 1450, "lr": 0.0002, "memory": 5835, "data_time": 0.02358, "loss_rpn_cls": 0.03376, "loss_rpn_bbox": 0.05262, "loss_cls": 0.23103, "acc": 92.14307, "loss_bbox": 0.25814, "loss_mask": 0.26018, "loss": 0.83574, "time": 0.87268}
{"mode": "train", "epoch": 4, "iter": 1500, "lr": 0.0002, "memory": 5835, "data_time": 0.02222, "loss_rpn_cls": 0.03351, "loss_rpn_bbox": 0.05375, "loss_cls": 0.2374, "acc": 91.98511, "loss_bbox": 0.25806, "loss_mask": 0.25473, "loss": 0.83746, "time": 0.85471}
{"mode": "train", "epoch": 4, "iter": 1550, "lr": 0.0002, "memory": 5835, "data_time": 0.02101, "loss_rpn_cls": 0.02829, "loss_rpn_bbox": 0.04832, "loss_cls": 0.22895, "acc": 92.44116, "loss_bbox": 0.24418, "loss_mask": 0.25284, "loss": 0.80258, "time": 0.84854}
{"mode": "train", "epoch": 4, "iter": 1600, "lr": 0.0002, "memory": 5835, "data_time": 0.02132, "loss_rpn_cls": 0.03123, "loss_rpn_bbox": 0.05097, "loss_cls": 0.23819, "acc": 92.24585, "loss_bbox": 0.25196, "loss_mask": 0.2501, "loss": 0.82245, "time": 0.88078}
{"mode": "train", "epoch": 4, "iter": 1650, "lr": 0.0002, "memory": 5835, "data_time": 0.02061, "loss_rpn_cls": 0.03245, "loss_rpn_bbox": 0.04935, "loss_cls": 0.2306, "acc": 92.26538, "loss_bbox": 0.25297, "loss_mask": 0.25332, "loss": 0.81869, "time": 0.85609}
{"mode": "train", "epoch": 4, "iter": 1700, "lr": 0.0002, "memory": 5835, "data_time": 0.02545, "loss_rpn_cls": 0.03357, "loss_rpn_bbox": 0.05337, "loss_cls": 0.24474, "acc": 91.82129, "loss_bbox": 0.26324, "loss_mask": 0.25461, "loss": 0.84951, "time": 0.85705}
{"mode": "train", "epoch": 4, "iter": 1750, "lr": 0.0002, "memory": 5835, "data_time": 0.0264, "loss_rpn_cls": 0.02984, "loss_rpn_bbox": 0.05082, "loss_cls": 0.24086, "acc": 91.98584, "loss_bbox": 0.25734, "loss_mask": 0.25611, "loss": 0.83496, "time": 0.8536}
{"mode": "train", "epoch": 4, "iter": 1800, "lr": 0.0002, "memory": 5835, "data_time": 0.02129, "loss_rpn_cls": 0.03178, "loss_rpn_bbox": 0.04893, "loss_cls": 0.22365, "acc": 92.47632, "loss_bbox": 0.24758, "loss_mask": 0.25075, "loss": 0.80269, "time": 0.8582}
{"mode": "train", "epoch": 4, "iter": 1850, "lr": 0.0002, "memory": 5835, "data_time": 0.02309, "loss_rpn_cls": 0.03363, "loss_rpn_bbox": 0.05481, "loss_cls": 0.23358, "acc": 92.38354, "loss_bbox": 0.25608, "loss_mask": 0.25382, "loss": 0.83192, "time": 0.88124}
{"mode": "train", "epoch": 4, "iter": 1900, "lr": 0.0002, "memory": 5835, "data_time": 0.02115, "loss_rpn_cls": 0.03009, "loss_rpn_bbox": 0.05076, "loss_cls": 0.24029, "acc": 92.14282, "loss_bbox": 0.25393, "loss_mask": 0.25695, "loss": 0.83202, "time": 0.85267}
{"mode": "train", "epoch": 4, "iter": 1950, "lr": 0.0002, "memory": 5835, "data_time": 0.02709, "loss_rpn_cls": 0.03224, "loss_rpn_bbox": 0.05235, "loss_cls": 0.22617, "acc": 92.42993, "loss_bbox": 0.24892, "loss_mask": 0.25453, "loss": 0.81421, "time": 0.89029}
{"mode": "train", "epoch": 4, "iter": 2000, "lr": 0.0002, "memory": 5835, "data_time": 0.02459, "loss_rpn_cls": 0.03163, "loss_rpn_bbox": 0.05219, "loss_cls": 0.22888, "acc": 92.30884, "loss_bbox": 0.25374, "loss_mask": 0.2591, "loss": 0.82554, "time": 0.90305}
{"mode": "train", "epoch": 4, "iter": 2050, "lr": 0.0002, "memory": 5835, "data_time": 0.02196, "loss_rpn_cls": 0.03044, "loss_rpn_bbox": 0.05076, "loss_cls": 0.22615, "acc": 92.38062, "loss_bbox": 0.25074, "loss_mask": 0.2498, "loss": 0.80789, "time": 0.86201}
{"mode": "train", "epoch": 4, "iter": 2100, "lr": 0.0002, "memory": 5835, "data_time": 0.02172, "loss_rpn_cls": 0.02953, "loss_rpn_bbox": 0.0494, "loss_cls": 0.23167, "acc": 92.3501, "loss_bbox": 0.25343, "loss_mask": 0.25383, "loss": 0.81786, "time": 0.84688}
{"mode": "train", "epoch": 4, "iter": 2150, "lr": 0.0002, "memory": 5835, "data_time": 0.02133, "loss_rpn_cls": 0.03047, "loss_rpn_bbox": 0.04999, "loss_cls": 0.22998, "acc": 92.20825, "loss_bbox": 0.25668, "loss_mask": 0.25753, "loss": 0.82464, "time": 0.85895}
{"mode": "train", "epoch": 4, "iter": 2200, "lr": 0.0002, "memory": 5835, "data_time": 0.02138, "loss_rpn_cls": 0.03364, "loss_rpn_bbox": 0.05261, "loss_cls": 0.2364, "acc": 92.01978, "loss_bbox": 0.25799, "loss_mask": 0.25566, "loss": 0.8363, "time": 0.86744}
{"mode": "train", "epoch": 4, "iter": 2250, "lr": 0.0002, "memory": 5835, "data_time": 0.02386, "loss_rpn_cls": 0.03095, "loss_rpn_bbox": 0.05253, "loss_cls": 0.23526, "acc": 92.13721, "loss_bbox": 0.25545, "loss_mask": 0.25877, "loss": 0.83296, "time": 0.88284}
{"mode": "train", "epoch": 4, "iter": 2300, "lr": 0.0002, "memory": 5835, "data_time": 0.02506, "loss_rpn_cls": 0.03404, "loss_rpn_bbox": 0.05097, "loss_cls": 0.23718, "acc": 92.11523, "loss_bbox": 0.25744, "loss_mask": 0.25406, "loss": 0.83369, "time": 0.84568}
{"mode": "train", "epoch": 4, "iter": 2350, "lr": 0.0002, "memory": 5835, "data_time": 0.02586, "loss_rpn_cls": 0.03091, "loss_rpn_bbox": 0.04882, "loss_cls": 0.22652, "acc": 92.4043, "loss_bbox": 0.25431, "loss_mask": 0.24826, "loss": 0.80883, "time": 0.86699}
{"mode": "train", "epoch": 4, "iter": 2400, "lr": 0.0002, "memory": 5835, "data_time": 0.02576, "loss_rpn_cls": 0.03233, "loss_rpn_bbox": 0.05215, "loss_cls": 0.23944, "acc": 91.99634, "loss_bbox": 0.26259, "loss_mask": 0.25667, "loss": 0.84317, "time": 0.88686}
{"mode": "train", "epoch": 4, "iter": 2450, "lr": 0.0002, "memory": 5835, "data_time": 0.02712, "loss_rpn_cls": 0.03028, "loss_rpn_bbox": 0.04884, "loss_cls": 0.22996, "acc": 92.51221, "loss_bbox": 0.24507, "loss_mask": 0.25003, "loss": 0.80417, "time": 0.86119}
{"mode": "train", "epoch": 4, "iter": 2500, "lr": 0.0002, "memory": 5835, "data_time": 0.02436, "loss_rpn_cls": 0.03342, "loss_rpn_bbox": 0.05687, "loss_cls": 0.24854, "acc": 91.85254, "loss_bbox": 0.27251, "loss_mask": 0.26042, "loss": 0.87175, "time": 0.91073}
{"mode": "train", "epoch": 4, "iter": 2550, "lr": 0.0002, "memory": 5835, "data_time": 0.02167, "loss_rpn_cls": 0.02841, "loss_rpn_bbox": 0.0489, "loss_cls": 0.23563, "acc": 92.01245, "loss_bbox": 0.26623, "loss_mask": 0.25243, "loss": 0.8316, "time": 0.88421}
{"mode": "train", "epoch": 4, "iter": 2600, "lr": 0.0002, "memory": 5835, "data_time": 0.02307, "loss_rpn_cls": 0.03216, "loss_rpn_bbox": 0.05025, "loss_cls": 0.23006, "acc": 92.30737, "loss_bbox": 0.25185, "loss_mask": 0.24879, "loss": 0.81311, "time": 0.89574}
{"mode": "train", "epoch": 4, "iter": 2650, "lr": 0.0002, "memory": 5835, "data_time": 0.02132, "loss_rpn_cls": 0.0297, "loss_rpn_bbox": 0.0505, "loss_cls": 0.23103, "acc": 92.32446, "loss_bbox": 0.25416, "loss_mask": 0.25319, "loss": 0.81858, "time": 0.84662}
{"mode": "train", "epoch": 4, "iter": 2700, "lr": 0.0002, "memory": 5835, "data_time": 0.02793, "loss_rpn_cls": 0.03436, "loss_rpn_bbox": 0.054, "loss_cls": 0.24493, "acc": 91.92773, "loss_bbox": 0.26269, "loss_mask": 0.25594, "loss": 0.85191, "time": 0.85067}
{"mode": "train", "epoch": 4, "iter": 2750, "lr": 0.0002, "memory": 5835, "data_time": 0.0276, "loss_rpn_cls": 0.03096, "loss_rpn_bbox": 0.05477, "loss_cls": 0.23863, "acc": 92.02344, "loss_bbox": 0.26498, "loss_mask": 0.26015, "loss": 0.84948, "time": 0.84272}
{"mode": "train", "epoch": 4, "iter": 2800, "lr": 0.0002, "memory": 5835, "data_time": 0.03164, "loss_rpn_cls": 0.02859, "loss_rpn_bbox": 0.05148, "loss_cls": 0.2304, "acc": 92.26929, "loss_bbox": 0.25501, "loss_mask": 0.25392, "loss": 0.8194, "time": 0.88251}
{"mode": "train", "epoch": 4, "iter": 2850, "lr": 0.0002, "memory": 5835, "data_time": 0.02211, "loss_rpn_cls": 0.02901, "loss_rpn_bbox": 0.04984, "loss_cls": 0.22363, "acc": 92.45752, "loss_bbox": 0.24533, "loss_mask": 0.25731, "loss": 0.80512, "time": 0.86521}
{"mode": "train", "epoch": 4, "iter": 2900, "lr": 0.0002, "memory": 5835, "data_time": 0.01958, "loss_rpn_cls": 0.03206, "loss_rpn_bbox": 0.05136, "loss_cls": 0.23191, "acc": 92.30396, "loss_bbox": 0.25405, "loss_mask": 0.24832, "loss": 0.8177, "time": 0.864}
{"mode": "train", "epoch": 4, "iter": 2950, "lr": 0.0002, "memory": 5835, "data_time": 0.02387, "loss_rpn_cls": 0.03027, "loss_rpn_bbox": 0.04872, "loss_cls": 0.23403, "acc": 92.16162, "loss_bbox": 0.25789, "loss_mask": 0.25534, "loss": 0.82624, "time": 0.88867}
{"mode": "train", "epoch": 4, "iter": 3000, "lr": 0.0002, "memory": 5835, "data_time": 0.02682, "loss_rpn_cls": 0.03347, "loss_rpn_bbox": 0.04967, "loss_cls": 0.23542, "acc": 92.16821, "loss_bbox": 0.25293, "loss_mask": 0.25048, "loss": 0.82198, "time": 0.869}
{"mode": "train", "epoch": 4, "iter": 3050, "lr": 0.0002, "memory": 5835, "data_time": 0.02852, "loss_rpn_cls": 0.0309, "loss_rpn_bbox": 0.05154, "loss_cls": 0.23329, "acc": 92.20435, "loss_bbox": 0.25446, "loss_mask": 0.25015, "loss": 0.82033, "time": 0.88969}
{"mode": "train", "epoch": 4, "iter": 3100, "lr": 0.0002, "memory": 5835, "data_time": 0.02734, "loss_rpn_cls": 0.03417, "loss_rpn_bbox": 0.05041, "loss_cls": 0.23753, "acc": 92.07544, "loss_bbox": 0.25307, "loss_mask": 0.25238, "loss": 0.82755, "time": 0.86954}
{"mode": "train", "epoch": 4, "iter": 3150, "lr": 0.0002, "memory": 5835, "data_time": 0.0235, "loss_rpn_cls": 0.03029, "loss_rpn_bbox": 0.05139, "loss_cls": 0.22828, "acc": 92.46265, "loss_bbox": 0.25133, "loss_mask": 0.25533, "loss": 0.81663, "time": 0.89591}
{"mode": "train", "epoch": 4, "iter": 3200, "lr": 0.0002, "memory": 5835, "data_time": 0.02433, "loss_rpn_cls": 0.02984, "loss_rpn_bbox": 0.05015, "loss_cls": 0.2256, "acc": 92.45605, "loss_bbox": 0.2494, "loss_mask": 0.24945, "loss": 0.80445, "time": 0.84737}
{"mode": "train", "epoch": 4, "iter": 3250, "lr": 0.0002, "memory": 5835, "data_time": 0.02798, "loss_rpn_cls": 0.03369, "loss_rpn_bbox": 0.05198, "loss_cls": 0.23623, "acc": 92.27368, "loss_bbox": 0.25576, "loss_mask": 0.25257, "loss": 0.83022, "time": 0.84493}
{"mode": "train", "epoch": 4, "iter": 3300, "lr": 0.0002, "memory": 5835, "data_time": 0.02504, "loss_rpn_cls": 0.03342, "loss_rpn_bbox": 0.05224, "loss_cls": 0.24128, "acc": 91.97241, "loss_bbox": 0.26154, "loss_mask": 0.26256, "loss": 0.85103, "time": 0.86653}
{"mode": "train", "epoch": 4, "iter": 3350, "lr": 0.0002, "memory": 5835, "data_time": 0.02471, "loss_rpn_cls": 0.03135, "loss_rpn_bbox": 0.05271, "loss_cls": 0.23453, "acc": 92.18921, "loss_bbox": 0.25756, "loss_mask": 0.26661, "loss": 0.84275, "time": 0.85045}
{"mode": "train", "epoch": 4, "iter": 3400, "lr": 0.0002, "memory": 5835, "data_time": 0.02849, "loss_rpn_cls": 0.02835, "loss_rpn_bbox": 0.04934, "loss_cls": 0.23246, "acc": 92.2627, "loss_bbox": 0.25434, "loss_mask": 0.25979, "loss": 0.82428, "time": 0.88532}
{"mode": "train", "epoch": 4, "iter": 3450, "lr": 0.0002, "memory": 5835, "data_time": 0.02617, "loss_rpn_cls": 0.02953, "loss_rpn_bbox": 0.04989, "loss_cls": 0.23699, "acc": 92.26245, "loss_bbox": 0.2497, "loss_mask": 0.25187, "loss": 0.81798, "time": 0.84736}
{"mode": "train", "epoch": 4, "iter": 3500, "lr": 0.0002, "memory": 5835, "data_time": 0.02497, "loss_rpn_cls": 0.0308, "loss_rpn_bbox": 0.04975, "loss_cls": 0.22935, "acc": 92.45239, "loss_bbox": 0.24741, "loss_mask": 0.2506, "loss": 0.8079, "time": 0.83511}
{"mode": "train", "epoch": 4, "iter": 3550, "lr": 0.0002, "memory": 5835, "data_time": 0.02391, "loss_rpn_cls": 0.03584, "loss_rpn_bbox": 0.05099, "loss_cls": 0.23116, "acc": 92.26733, "loss_bbox": 0.25544, "loss_mask": 0.25334, "loss": 0.82676, "time": 0.87969}
{"mode": "train", "epoch": 4, "iter": 3600, "lr": 0.0002, "memory": 5835, "data_time": 0.02323, "loss_rpn_cls": 0.02882, "loss_rpn_bbox": 0.04885, "loss_cls": 0.22279, "acc": 92.41919, "loss_bbox": 0.24965, "loss_mask": 0.25216, "loss": 0.80227, "time": 0.84673}
{"mode": "train", "epoch": 4, "iter": 3650, "lr": 0.0002, "memory": 5835, "data_time": 0.02234, "loss_rpn_cls": 0.03211, "loss_rpn_bbox": 0.05045, "loss_cls": 0.23955, "acc": 92.30493, "loss_bbox": 0.25071, "loss_mask": 0.25006, "loss": 0.82287, "time": 0.85695}
{"mode": "train", "epoch": 4, "iter": 3700, "lr": 0.0002, "memory": 5835, "data_time": 0.02578, "loss_rpn_cls": 0.03226, "loss_rpn_bbox": 0.05328, "loss_cls": 0.24756, "acc": 91.84961, "loss_bbox": 0.26405, "loss_mask": 0.25671, "loss": 0.85387, "time": 0.87585}
{"mode": "train", "epoch": 4, "iter": 3750, "lr": 0.0002, "memory": 5835, "data_time": 0.02205, "loss_rpn_cls": 0.03041, "loss_rpn_bbox": 0.04751, "loss_cls": 0.22342, "acc": 92.62891, "loss_bbox": 0.24524, "loss_mask": 0.24442, "loss": 0.79099, "time": 0.84526}
{"mode": "train", "epoch": 4, "iter": 3800, "lr": 0.0002, "memory": 5835, "data_time": 0.02309, "loss_rpn_cls": 0.03244, "loss_rpn_bbox": 0.05246, "loss_cls": 0.23152, "acc": 92.18774, "loss_bbox": 0.25843, "loss_mask": 0.25806, "loss": 0.8329, "time": 0.86124}
{"mode": "train", "epoch": 4, "iter": 3850, "lr": 0.0002, "memory": 5835, "data_time": 0.02277, "loss_rpn_cls": 0.03049, "loss_rpn_bbox": 0.04818, "loss_cls": 0.22185, "acc": 92.58398, "loss_bbox": 0.24647, "loss_mask": 0.25685, "loss": 0.80385, "time": 0.85239}
{"mode": "train", "epoch": 4, "iter": 3900, "lr": 0.0002, "memory": 5835, "data_time": 0.02186, "loss_rpn_cls": 0.03383, "loss_rpn_bbox": 0.053, "loss_cls": 0.23276, "acc": 92.3147, "loss_bbox": 0.25803, "loss_mask": 0.25563, "loss": 0.83325, "time": 0.88093}
{"mode": "train", "epoch": 4, "iter": 3950, "lr": 0.0002, "memory": 5835, "data_time": 0.02776, "loss_rpn_cls": 0.03454, "loss_rpn_bbox": 0.0532, "loss_cls": 0.23453, "acc": 92.13062, "loss_bbox": 0.25684, "loss_mask": 0.24949, "loss": 0.82861, "time": 0.86313}
{"mode": "train", "epoch": 4, "iter": 4000, "lr": 0.0002, "memory": 5835, "data_time": 0.02496, "loss_rpn_cls": 0.02999, "loss_rpn_bbox": 0.0508, "loss_cls": 0.23598, "acc": 92.1731, "loss_bbox": 0.25418, "loss_mask": 0.24805, "loss": 0.81901, "time": 0.89704}
{"mode": "train", "epoch": 4, "iter": 4050, "lr": 0.0002, "memory": 5835, "data_time": 0.02365, "loss_rpn_cls": 0.03299, "loss_rpn_bbox": 0.04884, "loss_cls": 0.23387, "acc": 92.2666, "loss_bbox": 0.25504, "loss_mask": 0.2495, "loss": 0.82024, "time": 0.85106}
{"mode": "train", "epoch": 4, "iter": 4100, "lr": 0.0002, "memory": 5835, "data_time": 0.02533, "loss_rpn_cls": 0.03367, "loss_rpn_bbox": 0.05157, "loss_cls": 0.2421, "acc": 92.00635, "loss_bbox": 0.26433, "loss_mask": 0.25044, "loss": 0.84211, "time": 0.88737}
{"mode": "train", "epoch": 4, "iter": 4150, "lr": 0.0002, "memory": 5835, "data_time": 0.02091, "loss_rpn_cls": 0.0317, "loss_rpn_bbox": 0.04903, "loss_cls": 0.23275, "acc": 92.27271, "loss_bbox": 0.25362, "loss_mask": 0.25137, "loss": 0.81846, "time": 0.86899}
{"mode": "train", "epoch": 4, "iter": 4200, "lr": 0.0002, "memory": 5835, "data_time": 0.02372, "loss_rpn_cls": 0.03376, "loss_rpn_bbox": 0.05089, "loss_cls": 0.23283, "acc": 92.35229, "loss_bbox": 0.25167, "loss_mask": 0.25211, "loss": 0.82126, "time": 0.87335}
{"mode": "train", "epoch": 4, "iter": 4250, "lr": 0.0002, "memory": 5835, "data_time": 0.02494, "loss_rpn_cls": 0.03324, "loss_rpn_bbox": 0.05376, "loss_cls": 0.23159, "acc": 92.42285, "loss_bbox": 0.24579, "loss_mask": 0.25335, "loss": 0.81773, "time": 0.87607}
{"mode": "train", "epoch": 4, "iter": 4300, "lr": 0.0002, "memory": 5835, "data_time": 0.02384, "loss_rpn_cls": 0.02969, "loss_rpn_bbox": 0.0495, "loss_cls": 0.2274, "acc": 92.37329, "loss_bbox": 0.24708, "loss_mask": 0.25698, "loss": 0.81066, "time": 0.86439}
{"mode": "train", "epoch": 4, "iter": 4350, "lr": 0.0002, "memory": 5835, "data_time": 0.02401, "loss_rpn_cls": 0.03332, "loss_rpn_bbox": 0.05235, "loss_cls": 0.2288, "acc": 92.25757, "loss_bbox": 0.25572, "loss_mask": 0.25878, "loss": 0.82896, "time": 0.90294}
{"mode": "train", "epoch": 4, "iter": 4400, "lr": 0.0002, "memory": 5835, "data_time": 0.02646, "loss_rpn_cls": 0.03181, "loss_rpn_bbox": 0.04926, "loss_cls": 0.22882, "acc": 92.33936, "loss_bbox": 0.26004, "loss_mask": 0.24949, "loss": 0.81942, "time": 0.84668}
{"mode": "train", "epoch": 4, "iter": 4450, "lr": 0.0002, "memory": 5835, "data_time": 0.02473, "loss_rpn_cls": 0.03311, "loss_rpn_bbox": 0.05219, "loss_cls": 0.22758, "acc": 92.49609, "loss_bbox": 0.24823, "loss_mask": 0.25417, "loss": 0.81527, "time": 0.82894}
{"mode": "train", "epoch": 4, "iter": 4500, "lr": 0.0002, "memory": 5835, "data_time": 0.02038, "loss_rpn_cls": 0.03365, "loss_rpn_bbox": 0.05002, "loss_cls": 0.23135, "acc": 92.35742, "loss_bbox": 0.25326, "loss_mask": 0.25064, "loss": 0.81892, "time": 0.84719}
{"mode": "train", "epoch": 4, "iter": 4550, "lr": 0.0002, "memory": 5835, "data_time": 0.02304, "loss_rpn_cls": 0.03027, "loss_rpn_bbox": 0.04853, "loss_cls": 0.22266, "acc": 92.57275, "loss_bbox": 0.24794, "loss_mask": 0.25215, "loss": 0.80155, "time": 0.84675}
{"mode": "train", "epoch": 4, "iter": 4600, "lr": 0.0002, "memory": 5835, "data_time": 0.02534, "loss_rpn_cls": 0.03137, "loss_rpn_bbox": 0.05031, "loss_cls": 0.23561, "acc": 92.2356, "loss_bbox": 0.25183, "loss_mask": 0.24949, "loss": 0.81861, "time": 0.89007}
{"mode": "train", "epoch": 4, "iter": 4650, "lr": 0.0002, "memory": 5835, "data_time": 0.02504, "loss_rpn_cls": 0.03018, "loss_rpn_bbox": 0.05132, "loss_cls": 0.23669, "acc": 92.21484, "loss_bbox": 0.25075, "loss_mask": 0.25536, "loss": 0.8243, "time": 0.88804}
{"mode": "train", "epoch": 4, "iter": 4700, "lr": 0.0002, "memory": 5835, "data_time": 0.02373, "loss_rpn_cls": 0.03304, "loss_rpn_bbox": 0.05039, "loss_cls": 0.23248, "acc": 92.2124, "loss_bbox": 0.25053, "loss_mask": 0.25024, "loss": 0.81667, "time": 0.8615}
{"mode": "train", "epoch": 4, "iter": 4750, "lr": 0.0002, "memory": 5835, "data_time": 0.02634, "loss_rpn_cls": 0.03316, "loss_rpn_bbox": 0.04902, "loss_cls": 0.22935, "acc": 92.37793, "loss_bbox": 0.25031, "loss_mask": 0.25766, "loss": 0.81949, "time": 0.8776}
{"mode": "train", "epoch": 4, "iter": 4800, "lr": 0.0002, "memory": 5835, "data_time": 0.02394, "loss_rpn_cls": 0.03282, "loss_rpn_bbox": 0.05445, "loss_cls": 0.2436, "acc": 91.8833, "loss_bbox": 0.26352, "loss_mask": 0.25127, "loss": 0.84566, "time": 0.86837}
{"mode": "train", "epoch": 4, "iter": 4850, "lr": 0.0002, "memory": 5835, "data_time": 0.0259, "loss_rpn_cls": 0.03099, "loss_rpn_bbox": 0.0491, "loss_cls": 0.22837, "acc": 92.53223, "loss_bbox": 0.24336, "loss_mask": 0.2558, "loss": 0.80762, "time": 0.83673}
{"mode": "train", "epoch": 4, "iter": 4900, "lr": 0.0002, "memory": 5835, "data_time": 0.02279, "loss_rpn_cls": 0.03363, "loss_rpn_bbox": 0.05478, "loss_cls": 0.24176, "acc": 91.85864, "loss_bbox": 0.26181, "loss_mask": 0.26139, "loss": 0.85337, "time": 0.87055}
{"mode": "train", "epoch": 4, "iter": 4950, "lr": 0.0002, "memory": 5835, "data_time": 0.02189, "loss_rpn_cls": 0.03179, "loss_rpn_bbox": 0.04996, "loss_cls": 0.23679, "acc": 92.17139, "loss_bbox": 0.256, "loss_mask": 0.25128, "loss": 0.82581, "time": 0.88173}
{"mode": "train", "epoch": 4, "iter": 5000, "lr": 0.0002, "memory": 5835, "data_time": 0.02501, "loss_rpn_cls": 0.03, "loss_rpn_bbox": 0.05068, "loss_cls": 0.22706, "acc": 92.43091, "loss_bbox": 0.24732, "loss_mask": 0.24984, "loss": 0.80491, "time": 0.8718}
{"mode": "train", "epoch": 4, "iter": 5050, "lr": 0.0002, "memory": 5835, "data_time": 0.02437, "loss_rpn_cls": 0.03193, "loss_rpn_bbox": 0.05389, "loss_cls": 0.23744, "acc": 92.09229, "loss_bbox": 0.26058, "loss_mask": 0.26136, "loss": 0.8452, "time": 0.87749}
{"mode": "train", "epoch": 4, "iter": 5100, "lr": 0.0002, "memory": 5835, "data_time": 0.02627, "loss_rpn_cls": 0.03574, "loss_rpn_bbox": 0.055, "loss_cls": 0.2343, "acc": 92.15918, "loss_bbox": 0.25025, "loss_mask": 0.25654, "loss": 0.83183, "time": 0.86989}
{"mode": "train", "epoch": 4, "iter": 5150, "lr": 0.0002, "memory": 5835, "data_time": 0.0312, "loss_rpn_cls": 0.03092, "loss_rpn_bbox": 0.05144, "loss_cls": 0.22876, "acc": 92.35278, "loss_bbox": 0.24979, "loss_mask": 0.2488, "loss": 0.80972, "time": 0.86024}
{"mode": "train", "epoch": 4, "iter": 5200, "lr": 0.0002, "memory": 5835, "data_time": 0.02921, "loss_rpn_cls": 0.03013, "loss_rpn_bbox": 0.05213, "loss_cls": 0.23492, "acc": 92.11768, "loss_bbox": 0.25577, "loss_mask": 0.25071, "loss": 0.82366, "time": 0.86512}
{"mode": "train", "epoch": 4, "iter": 5250, "lr": 0.0002, "memory": 5835, "data_time": 0.02436, "loss_rpn_cls": 0.03145, "loss_rpn_bbox": 0.05118, "loss_cls": 0.23478, "acc": 92.271, "loss_bbox": 0.25239, "loss_mask": 0.25613, "loss": 0.82595, "time": 0.83613}
{"mode": "train", "epoch": 4, "iter": 5300, "lr": 0.0002, "memory": 5835, "data_time": 0.03007, "loss_rpn_cls": 0.03122, "loss_rpn_bbox": 0.05257, "loss_cls": 0.24489, "acc": 91.85376, "loss_bbox": 0.26416, "loss_mask": 0.25389, "loss": 0.84672, "time": 0.86606}
{"mode": "train", "epoch": 4, "iter": 5350, "lr": 0.0002, "memory": 5835, "data_time": 0.02514, "loss_rpn_cls": 0.03175, "loss_rpn_bbox": 0.05168, "loss_cls": 0.23568, "acc": 92.27344, "loss_bbox": 0.25439, "loss_mask": 0.25524, "loss": 0.82874, "time": 0.85589}
{"mode": "train", "epoch": 4, "iter": 5400, "lr": 0.0002, "memory": 5835, "data_time": 0.0266, "loss_rpn_cls": 0.03171, "loss_rpn_bbox": 0.05208, "loss_cls": 0.23212, "acc": 92.27661, "loss_bbox": 0.25207, "loss_mask": 0.25401, "loss": 0.82198, "time": 0.88113}
{"mode": "train", "epoch": 4, "iter": 5450, "lr": 0.0002, "memory": 5835, "data_time": 0.02138, "loss_rpn_cls": 0.03163, "loss_rpn_bbox": 0.04927, "loss_cls": 0.22884, "acc": 92.43652, "loss_bbox": 0.25109, "loss_mask": 0.25165, "loss": 0.81248, "time": 0.85959}
{"mode": "train", "epoch": 4, "iter": 5500, "lr": 0.0002, "memory": 5835, "data_time": 0.02086, "loss_rpn_cls": 0.0331, "loss_rpn_bbox": 0.0525, "loss_cls": 0.24192, "acc": 92.03369, "loss_bbox": 0.26284, "loss_mask": 0.25232, "loss": 0.84268, "time": 0.87983}
{"mode": "train", "epoch": 4, "iter": 5550, "lr": 0.0002, "memory": 5835, "data_time": 0.0224, "loss_rpn_cls": 0.03365, "loss_rpn_bbox": 0.05245, "loss_cls": 0.23786, "acc": 92.09888, "loss_bbox": 0.25365, "loss_mask": 0.25213, "loss": 0.82974, "time": 0.85646}
{"mode": "train", "epoch": 4, "iter": 5600, "lr": 0.0002, "memory": 5835, "data_time": 0.02947, "loss_rpn_cls": 0.03298, "loss_rpn_bbox": 0.05122, "loss_cls": 0.23252, "acc": 92.34131, "loss_bbox": 0.25178, "loss_mask": 0.26225, "loss": 0.83076, "time": 0.85795}
{"mode": "train", "epoch": 4, "iter": 5650, "lr": 0.0002, "memory": 5835, "data_time": 0.02153, "loss_rpn_cls": 0.03106, "loss_rpn_bbox": 0.04768, "loss_cls": 0.23772, "acc": 92.38721, "loss_bbox": 0.24894, "loss_mask": 0.25044, "loss": 0.81584, "time": 0.84052}
{"mode": "train", "epoch": 4, "iter": 5700, "lr": 0.0002, "memory": 5835, "data_time": 0.02494, "loss_rpn_cls": 0.0316, "loss_rpn_bbox": 0.05072, "loss_cls": 0.22795, "acc": 92.46313, "loss_bbox": 0.24688, "loss_mask": 0.25341, "loss": 0.81056, "time": 0.8665}
{"mode": "train", "epoch": 4, "iter": 5750, "lr": 0.0002, "memory": 5835, "data_time": 0.02677, "loss_rpn_cls": 0.03642, "loss_rpn_bbox": 0.05435, "loss_cls": 0.24163, "acc": 91.96094, "loss_bbox": 0.26713, "loss_mask": 0.25859, "loss": 0.8581, "time": 0.86655}
{"mode": "train", "epoch": 4, "iter": 5800, "lr": 0.0002, "memory": 5835, "data_time": 0.02573, "loss_rpn_cls": 0.03125, "loss_rpn_bbox": 0.0529, "loss_cls": 0.23441, "acc": 92.13232, "loss_bbox": 0.25897, "loss_mask": 0.2539, "loss": 0.83142, "time": 0.87978}
{"mode": "train", "epoch": 4, "iter": 5850, "lr": 0.0002, "memory": 5835, "data_time": 0.02082, "loss_rpn_cls": 0.03037, "loss_rpn_bbox": 0.05082, "loss_cls": 0.23033, "acc": 92.31934, "loss_bbox": 0.25146, "loss_mask": 0.25124, "loss": 0.81421, "time": 0.86161}
{"mode": "train", "epoch": 4, "iter": 5900, "lr": 0.0002, "memory": 5835, "data_time": 0.02345, "loss_rpn_cls": 0.0314, "loss_rpn_bbox": 0.05248, "loss_cls": 0.23954, "acc": 92.16821, "loss_bbox": 0.25683, "loss_mask": 0.25102, "loss": 0.83126, "time": 0.88829}
{"mode": "train", "epoch": 4, "iter": 5950, "lr": 0.0002, "memory": 5835, "data_time": 0.02207, "loss_rpn_cls": 0.03012, "loss_rpn_bbox": 0.04849, "loss_cls": 0.23255, "acc": 92.26538, "loss_bbox": 0.25414, "loss_mask": 0.24824, "loss": 0.81354, "time": 0.86094}
{"mode": "train", "epoch": 4, "iter": 6000, "lr": 0.0002, "memory": 5835, "data_time": 0.02477, "loss_rpn_cls": 0.03256, "loss_rpn_bbox": 0.05339, "loss_cls": 0.23301, "acc": 92.15308, "loss_bbox": 0.26086, "loss_mask": 0.25142, "loss": 0.83125, "time": 0.88999}
{"mode": "train", "epoch": 4, "iter": 6050, "lr": 0.0002, "memory": 5835, "data_time": 0.0242, "loss_rpn_cls": 0.03356, "loss_rpn_bbox": 0.05141, "loss_cls": 0.24173, "acc": 91.9231, "loss_bbox": 0.26422, "loss_mask": 0.25784, "loss": 0.84876, "time": 0.86276}
{"mode": "train", "epoch": 4, "iter": 6100, "lr": 0.0002, "memory": 5835, "data_time": 0.01988, "loss_rpn_cls": 0.03227, "loss_rpn_bbox": 0.05208, "loss_cls": 0.23609, "acc": 92.04956, "loss_bbox": 0.25607, "loss_mask": 0.25773, "loss": 0.83424, "time": 0.86385}
{"mode": "train", "epoch": 4, "iter": 6150, "lr": 0.0002, "memory": 5835, "data_time": 0.0223, "loss_rpn_cls": 0.02827, "loss_rpn_bbox": 0.04882, "loss_cls": 0.22548, "acc": 92.46143, "loss_bbox": 0.24463, "loss_mask": 0.24457, "loss": 0.79178, "time": 0.85744}
{"mode": "train", "epoch": 4, "iter": 6200, "lr": 0.0002, "memory": 5835, "data_time": 0.0245, "loss_rpn_cls": 0.0351, "loss_rpn_bbox": 0.05228, "loss_cls": 0.23163, "acc": 92.26392, "loss_bbox": 0.25275, "loss_mask": 0.25557, "loss": 0.82732, "time": 0.85925}
{"mode": "train", "epoch": 4, "iter": 6250, "lr": 0.0002, "memory": 5835, "data_time": 0.02746, "loss_rpn_cls": 0.02972, "loss_rpn_bbox": 0.04878, "loss_cls": 0.22986, "acc": 92.3501, "loss_bbox": 0.25643, "loss_mask": 0.25999, "loss": 0.82478, "time": 0.85342}
{"mode": "train", "epoch": 4, "iter": 6300, "lr": 0.0002, "memory": 5835, "data_time": 0.02626, "loss_rpn_cls": 0.0315, "loss_rpn_bbox": 0.04817, "loss_cls": 0.22813, "acc": 92.39917, "loss_bbox": 0.2494, "loss_mask": 0.24791, "loss": 0.80511, "time": 0.85312}
{"mode": "train", "epoch": 4, "iter": 6350, "lr": 0.0002, "memory": 5835, "data_time": 0.01873, "loss_rpn_cls": 0.03007, "loss_rpn_bbox": 0.0474, "loss_cls": 0.2313, "acc": 92.41187, "loss_bbox": 0.24762, "loss_mask": 0.24434, "loss": 0.80072, "time": 0.89118}
{"mode": "train", "epoch": 4, "iter": 6400, "lr": 0.0002, "memory": 5835, "data_time": 0.02558, "loss_rpn_cls": 0.03471, "loss_rpn_bbox": 0.05219, "loss_cls": 0.23766, "acc": 92.28833, "loss_bbox": 0.25479, "loss_mask": 0.25283, "loss": 0.83219, "time": 0.87652}
{"mode": "train", "epoch": 4, "iter": 6450, "lr": 0.0002, "memory": 5835, "data_time": 0.02094, "loss_rpn_cls": 0.0328, "loss_rpn_bbox": 0.05178, "loss_cls": 0.24076, "acc": 92.05615, "loss_bbox": 0.25476, "loss_mask": 0.25628, "loss": 0.83638, "time": 0.86149}
{"mode": "train", "epoch": 4, "iter": 6500, "lr": 0.0002, "memory": 5835, "data_time": 0.02539, "loss_rpn_cls": 0.03314, "loss_rpn_bbox": 0.0533, "loss_cls": 0.22949, "acc": 92.1875, "loss_bbox": 0.25761, "loss_mask": 0.25438, "loss": 0.82793, "time": 0.88292}
{"mode": "train", "epoch": 4, "iter": 6550, "lr": 0.0002, "memory": 5835, "data_time": 0.02677, "loss_rpn_cls": 0.03314, "loss_rpn_bbox": 0.0512, "loss_cls": 0.22743, "acc": 92.42969, "loss_bbox": 0.25195, "loss_mask": 0.25427, "loss": 0.81798, "time": 0.85108}
{"mode": "train", "epoch": 4, "iter": 6600, "lr": 0.0002, "memory": 5835, "data_time": 0.02153, "loss_rpn_cls": 0.03213, "loss_rpn_bbox": 0.05122, "loss_cls": 0.22695, "acc": 92.46631, "loss_bbox": 0.24451, "loss_mask": 0.2548, "loss": 0.8096, "time": 0.895}
{"mode": "train", "epoch": 4, "iter": 6650, "lr": 0.0002, "memory": 5835, "data_time": 0.02554, "loss_rpn_cls": 0.03142, "loss_rpn_bbox": 0.0527, "loss_cls": 0.24104, "acc": 92.06494, "loss_bbox": 0.26442, "loss_mask": 0.25633, "loss": 0.8459, "time": 0.85961}
{"mode": "train", "epoch": 4, "iter": 6700, "lr": 0.0002, "memory": 5835, "data_time": 0.0211, "loss_rpn_cls": 0.0335, "loss_rpn_bbox": 0.05192, "loss_cls": 0.23761, "acc": 92.19556, "loss_bbox": 0.25688, "loss_mask": 0.26006, "loss": 0.83998, "time": 0.8583}
{"mode": "train", "epoch": 4, "iter": 6750, "lr": 0.0002, "memory": 5835, "data_time": 0.02792, "loss_rpn_cls": 0.03109, "loss_rpn_bbox": 0.04859, "loss_cls": 0.23516, "acc": 92.15186, "loss_bbox": 0.25759, "loss_mask": 0.25399, "loss": 0.82641, "time": 0.8809}
{"mode": "train", "epoch": 4, "iter": 6800, "lr": 0.0002, "memory": 5835, "data_time": 0.03133, "loss_rpn_cls": 0.0333, "loss_rpn_bbox": 0.05097, "loss_cls": 0.23878, "acc": 92.24512, "loss_bbox": 0.25098, "loss_mask": 0.24765, "loss": 0.82168, "time": 0.85848}
{"mode": "train", "epoch": 4, "iter": 6850, "lr": 0.0002, "memory": 5835, "data_time": 0.02396, "loss_rpn_cls": 0.03287, "loss_rpn_bbox": 0.05047, "loss_cls": 0.23388, "acc": 92.35132, "loss_bbox": 0.24607, "loss_mask": 0.25665, "loss": 0.81995, "time": 0.8662}
{"mode": "train", "epoch": 4, "iter": 6900, "lr": 0.0002, "memory": 5835, "data_time": 0.02771, "loss_rpn_cls": 0.03197, "loss_rpn_bbox": 0.05228, "loss_cls": 0.23413, "acc": 92.23633, "loss_bbox": 0.25256, "loss_mask": 0.2591, "loss": 0.83004, "time": 0.86458}
{"mode": "train", "epoch": 4, "iter": 6950, "lr": 0.0002, "memory": 5835, "data_time": 0.02477, "loss_rpn_cls": 0.03234, "loss_rpn_bbox": 0.05077, "loss_cls": 0.23084, "acc": 92.14648, "loss_bbox": 0.25493, "loss_mask": 0.24807, "loss": 0.81695, "time": 0.88375}
{"mode": "train", "epoch": 4, "iter": 7000, "lr": 0.0002, "memory": 5835, "data_time": 0.02515, "loss_rpn_cls": 0.03349, "loss_rpn_bbox": 0.05136, "loss_cls": 0.22764, "acc": 92.46777, "loss_bbox": 0.24579, "loss_mask": 0.24932, "loss": 0.80759, "time": 0.87402}
{"mode": "train", "epoch": 4, "iter": 7050, "lr": 0.0002, "memory": 5835, "data_time": 0.01878, "loss_rpn_cls": 0.0313, "loss_rpn_bbox": 0.04874, "loss_cls": 0.22374, "acc": 92.44458, "loss_bbox": 0.24665, "loss_mask": 0.24538, "loss": 0.79581, "time": 0.86884}
{"mode": "train", "epoch": 4, "iter": 7100, "lr": 0.0002, "memory": 5835, "data_time": 0.02945, "loss_rpn_cls": 0.03207, "loss_rpn_bbox": 0.05214, "loss_cls": 0.23755, "acc": 92.07642, "loss_bbox": 0.25695, "loss_mask": 0.25399, "loss": 0.8327, "time": 0.84246}
{"mode": "train", "epoch": 4, "iter": 7150, "lr": 0.0002, "memory": 5835, "data_time": 0.02271, "loss_rpn_cls": 0.03091, "loss_rpn_bbox": 0.05054, "loss_cls": 0.23556, "acc": 92.2373, "loss_bbox": 0.26012, "loss_mask": 0.25529, "loss": 0.83241, "time": 0.85569}
{"mode": "train", "epoch": 4, "iter": 7200, "lr": 0.0002, "memory": 5835, "data_time": 0.02595, "loss_rpn_cls": 0.03371, "loss_rpn_bbox": 0.05521, "loss_cls": 0.2377, "acc": 92.10522, "loss_bbox": 0.25746, "loss_mask": 0.25274, "loss": 0.83682, "time": 0.89623}
{"mode": "train", "epoch": 4, "iter": 7250, "lr": 0.0002, "memory": 5835, "data_time": 0.0231, "loss_rpn_cls": 0.0328, "loss_rpn_bbox": 0.0503, "loss_cls": 0.23549, "acc": 92.3313, "loss_bbox": 0.24346, "loss_mask": 0.25489, "loss": 0.81694, "time": 0.84707}
{"mode": "train", "epoch": 4, "iter": 7300, "lr": 0.0002, "memory": 5835, "data_time": 0.02636, "loss_rpn_cls": 0.02962, "loss_rpn_bbox": 0.05017, "loss_cls": 0.23968, "acc": 92.16528, "loss_bbox": 0.25206, "loss_mask": 0.25301, "loss": 0.82454, "time": 0.87232}
{"mode": "val", "epoch": 4, "iter": 625, "lr": 0.0002, "bbox_mAP": 0.3153, "bbox_mAP_50": 0.5233, "bbox_mAP_75": 0.3395, "bbox_mAP_s": 0.1867, "bbox_mAP_m": 0.3559, "bbox_mAP_l": 0.3969, "bbox_mAP_copypaste": "0.3153 0.5233 0.3395 0.1867 0.3559 0.3969", "segm_mAP": 0.3039, "segm_mAP_50": 0.498, "segm_mAP_75": 0.3249, "segm_mAP_s": 0.1456, "segm_mAP_m": 0.3375, "segm_mAP_l": 0.4315, "segm_mAP_copypaste": "0.3039 0.4980 0.3249 0.1456 0.3375 0.4315"}
{"mode": "train", "epoch": 5, "iter": 50, "lr": 0.0002, "memory": 5835, "data_time": 0.09301, "loss_rpn_cls": 0.02712, "loss_rpn_bbox": 0.04961, "loss_cls": 0.22436, "acc": 92.30444, "loss_bbox": 0.25484, "loss_mask": 0.25036, "loss": 0.80629, "time": 0.95337}
{"mode": "train", "epoch": 5, "iter": 100, "lr": 0.0002, "memory": 5835, "data_time": 0.02482, "loss_rpn_cls": 0.02805, "loss_rpn_bbox": 0.05205, "loss_cls": 0.22321, "acc": 92.26587, "loss_bbox": 0.26043, "loss_mask": 0.25185, "loss": 0.81558, "time": 0.88018}
{"mode": "train", "epoch": 5, "iter": 150, "lr": 0.0002, "memory": 5835, "data_time": 0.02142, "loss_rpn_cls": 0.02712, "loss_rpn_bbox": 0.04981, "loss_cls": 0.22134, "acc": 92.49634, "loss_bbox": 0.25052, "loss_mask": 0.24962, "loss": 0.79841, "time": 0.87739}
{"mode": "train", "epoch": 5, "iter": 200, "lr": 0.0002, "memory": 5835, "data_time": 0.02356, "loss_rpn_cls": 0.02745, "loss_rpn_bbox": 0.05063, "loss_cls": 0.20991, "acc": 92.79297, "loss_bbox": 0.24357, "loss_mask": 0.24834, "loss": 0.7799, "time": 0.86812}
{"mode": "train", "epoch": 5, "iter": 250, "lr": 0.0002, "memory": 5835, "data_time": 0.02286, "loss_rpn_cls": 0.02724, "loss_rpn_bbox": 0.05109, "loss_cls": 0.21751, "acc": 92.66187, "loss_bbox": 0.2442, "loss_mask": 0.25016, "loss": 0.7902, "time": 0.85789}
{"mode": "train", "epoch": 5, "iter": 300, "lr": 0.0002, "memory": 5835, "data_time": 0.0194, "loss_rpn_cls": 0.02862, "loss_rpn_bbox": 0.04823, "loss_cls": 0.21332, "acc": 92.66626, "loss_bbox": 0.24324, "loss_mask": 0.24627, "loss": 0.77968, "time": 0.90028}
{"mode": "train", "epoch": 5, "iter": 350, "lr": 0.0002, "memory": 5835, "data_time": 0.02819, "loss_rpn_cls": 0.02801, "loss_rpn_bbox": 0.04983, "loss_cls": 0.21752, "acc": 92.39917, "loss_bbox": 0.25449, "loss_mask": 0.24943, "loss": 0.79928, "time": 0.86402}
{"mode": "train", "epoch": 5, "iter": 400, "lr": 0.0002, "memory": 5835, "data_time": 0.02086, "loss_rpn_cls": 0.02691, "loss_rpn_bbox": 0.04718, "loss_cls": 0.22057, "acc": 92.50781, "loss_bbox": 0.25124, "loss_mask": 0.24427, "loss": 0.79017, "time": 0.88687}
{"mode": "train", "epoch": 5, "iter": 450, "lr": 0.0002, "memory": 5835, "data_time": 0.02502, "loss_rpn_cls": 0.02983, "loss_rpn_bbox": 0.05102, "loss_cls": 0.221, "acc": 92.48608, "loss_bbox": 0.25201, "loss_mask": 0.24353, "loss": 0.79739, "time": 0.87399}
{"mode": "train", "epoch": 5, "iter": 500, "lr": 0.0002, "memory": 5835, "data_time": 0.02328, "loss_rpn_cls": 0.02815, "loss_rpn_bbox": 0.05062, "loss_cls": 0.21762, "acc": 92.63354, "loss_bbox": 0.24413, "loss_mask": 0.24727, "loss": 0.78779, "time": 0.87179}
{"mode": "train", "epoch": 5, "iter": 550, "lr": 0.0002, "memory": 5835, "data_time": 0.01968, "loss_rpn_cls": 0.02714, "loss_rpn_bbox": 0.04813, "loss_cls": 0.21182, "acc": 92.83545, "loss_bbox": 0.23722, "loss_mask": 0.24134, "loss": 0.76565, "time": 0.84658}
{"mode": "train", "epoch": 5, "iter": 600, "lr": 0.0002, "memory": 5835, "data_time": 0.0246, "loss_rpn_cls": 0.02961, "loss_rpn_bbox": 0.05094, "loss_cls": 0.22745, "acc": 92.13232, "loss_bbox": 0.26139, "loss_mask": 0.24399, "loss": 0.81338, "time": 0.88925}
{"mode": "train", "epoch": 5, "iter": 650, "lr": 0.0002, "memory": 5835, "data_time": 0.02301, "loss_rpn_cls": 0.02797, "loss_rpn_bbox": 0.04884, "loss_cls": 0.22259, "acc": 92.34131, "loss_bbox": 0.25318, "loss_mask": 0.24616, "loss": 0.79875, "time": 0.87161}
{"mode": "train", "epoch": 5, "iter": 700, "lr": 0.0002, "memory": 5835, "data_time": 0.02547, "loss_rpn_cls": 0.0279, "loss_rpn_bbox": 0.05078, "loss_cls": 0.22112, "acc": 92.38403, "loss_bbox": 0.25317, "loss_mask": 0.254, "loss": 0.80697, "time": 0.88041}
{"mode": "train", "epoch": 5, "iter": 750, "lr": 0.0002, "memory": 5835, "data_time": 0.02538, "loss_rpn_cls": 0.02594, "loss_rpn_bbox": 0.04663, "loss_cls": 0.21386, "acc": 92.74438, "loss_bbox": 0.24142, "loss_mask": 0.23718, "loss": 0.76502, "time": 0.86683}
{"mode": "train", "epoch": 5, "iter": 800, "lr": 0.0002, "memory": 5835, "data_time": 0.02754, "loss_rpn_cls": 0.03028, "loss_rpn_bbox": 0.05205, "loss_cls": 0.22017, "acc": 92.34814, "loss_bbox": 0.25334, "loss_mask": 0.24972, "loss": 0.80556, "time": 0.86916}
{"mode": "train", "epoch": 5, "iter": 850, "lr": 0.0002, "memory": 5835, "data_time": 0.02538, "loss_rpn_cls": 0.02996, "loss_rpn_bbox": 0.05084, "loss_cls": 0.22081, "acc": 92.39258, "loss_bbox": 0.25896, "loss_mask": 0.25102, "loss": 0.81159, "time": 0.87447}
{"mode": "train", "epoch": 5, "iter": 900, "lr": 0.0002, "memory": 5835, "data_time": 0.02838, "loss_rpn_cls": 0.0302, "loss_rpn_bbox": 0.05186, "loss_cls": 0.23224, "acc": 92.16211, "loss_bbox": 0.25442, "loss_mask": 0.25301, "loss": 0.82174, "time": 0.87303}
{"mode": "train", "epoch": 5, "iter": 950, "lr": 0.0002, "memory": 5835, "data_time": 0.02246, "loss_rpn_cls": 0.02908, "loss_rpn_bbox": 0.04879, "loss_cls": 0.21507, "acc": 92.7019, "loss_bbox": 0.23939, "loss_mask": 0.24556, "loss": 0.77789, "time": 0.85476}
{"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.0002, "memory": 5835, "data_time": 0.02686, "loss_rpn_cls": 0.02946, "loss_rpn_bbox": 0.0525, "loss_cls": 0.21963, "acc": 92.58252, "loss_bbox": 0.25014, "loss_mask": 0.25271, "loss": 0.80444, "time": 0.88079}
{"mode": "train", "epoch": 5, "iter": 1050, "lr": 0.0002, "memory": 5835, "data_time": 0.02589, "loss_rpn_cls": 0.03008, "loss_rpn_bbox": 0.05135, "loss_cls": 0.22816, "acc": 92.19141, "loss_bbox": 0.2612, "loss_mask": 0.25418, "loss": 0.82497, "time": 0.86813}
{"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.0002, "memory": 5835, "data_time": 0.02444, "loss_rpn_cls": 0.02749, "loss_rpn_bbox": 0.04725, "loss_cls": 0.21305, "acc": 92.72876, "loss_bbox": 0.23974, "loss_mask": 0.24837, "loss": 0.77589, "time": 0.85412}
{"mode": "train", "epoch": 5, "iter": 1150, "lr": 0.0002, "memory": 5835, "data_time": 0.02433, "loss_rpn_cls": 0.03024, "loss_rpn_bbox": 0.04943, "loss_cls": 0.23086, "acc": 92.1062, "loss_bbox": 0.2581, "loss_mask": 0.2485, "loss": 0.81713, "time": 0.87576}
{"mode": "train", "epoch": 5, "iter": 1200, "lr": 0.0002, "memory": 5835, "data_time": 0.0277, "loss_rpn_cls": 0.02738, "loss_rpn_bbox": 0.04779, "loss_cls": 0.2176, "acc": 92.65674, "loss_bbox": 0.2443, "loss_mask": 0.24466, "loss": 0.78174, "time": 0.86675}
{"mode": "train", "epoch": 5, "iter": 1250, "lr": 0.0002, "memory": 5835, "data_time": 0.02638, "loss_rpn_cls": 0.02913, "loss_rpn_bbox": 0.05073, "loss_cls": 0.23116, "acc": 92.17041, "loss_bbox": 0.25174, "loss_mask": 0.24071, "loss": 0.80347, "time": 0.88594}
{"mode": "train", "epoch": 5, "iter": 1300, "lr": 0.0002, "memory": 5835, "data_time": 0.02418, "loss_rpn_cls": 0.02524, "loss_rpn_bbox": 0.04645, "loss_cls": 0.20074, "acc": 93.21802, "loss_bbox": 0.22631, "loss_mask": 0.24331, "loss": 0.74206, "time": 0.85506}
{"mode": "train", "epoch": 5, "iter": 1350, "lr": 0.0002, "memory": 5835, "data_time": 0.02473, "loss_rpn_cls": 0.02943, "loss_rpn_bbox": 0.04914, "loss_cls": 0.22132, "acc": 92.44507, "loss_bbox": 0.25188, "loss_mask": 0.24515, "loss": 0.79692, "time": 0.86818}
{"mode": "train", "epoch": 5, "iter": 1400, "lr": 0.0002, "memory": 5835, "data_time": 0.0221, "loss_rpn_cls": 0.02827, "loss_rpn_bbox": 0.05293, "loss_cls": 0.22552, "acc": 92.28735, "loss_bbox": 0.25596, "loss_mask": 0.2506, "loss": 0.8133, "time": 0.87738}
{"mode": "train", "epoch": 5, "iter": 1450, "lr": 0.0002, "memory": 5835, "data_time": 0.02173, "loss_rpn_cls": 0.03021, "loss_rpn_bbox": 0.04788, "loss_cls": 0.22433, "acc": 92.49609, "loss_bbox": 0.24775, "loss_mask": 0.25229, "loss": 0.80246, "time": 0.91641}
{"mode": "train", "epoch": 5, "iter": 1500, "lr": 0.0002, "memory": 5835, "data_time": 0.0202, "loss_rpn_cls": 0.02942, "loss_rpn_bbox": 0.04857, "loss_cls": 0.21888, "acc": 92.63623, "loss_bbox": 0.24294, "loss_mask": 0.25089, "loss": 0.7907, "time": 0.85061}
{"mode": "train", "epoch": 5, "iter": 1550, "lr": 0.0002, "memory": 5835, "data_time": 0.02463, "loss_rpn_cls": 0.02739, "loss_rpn_bbox": 0.05086, "loss_cls": 0.21893, "acc": 92.43213, "loss_bbox": 0.25363, "loss_mask": 0.24734, "loss": 0.79815, "time": 0.86226}
{"mode": "train", "epoch": 5, "iter": 1600, "lr": 0.0002, "memory": 5835, "data_time": 0.0247, "loss_rpn_cls": 0.03097, "loss_rpn_bbox": 0.04953, "loss_cls": 0.22386, "acc": 92.2998, "loss_bbox": 0.25349, "loss_mask": 0.25391, "loss": 0.81177, "time": 0.87612}
{"mode": "train", "epoch": 5, "iter": 1650, "lr": 0.0002, "memory": 5835, "data_time": 0.02494, "loss_rpn_cls": 0.02673, "loss_rpn_bbox": 0.0476, "loss_cls": 0.21874, "acc": 92.52686, "loss_bbox": 0.24045, "loss_mask": 0.24265, "loss": 0.77618, "time": 0.87158}
{"mode": "train", "epoch": 5, "iter": 1700, "lr": 0.0002, "memory": 5835, "data_time": 0.03004, "loss_rpn_cls": 0.02902, "loss_rpn_bbox": 0.04959, "loss_cls": 0.2191, "acc": 92.56958, "loss_bbox": 0.24289, "loss_mask": 0.24787, "loss": 0.78847, "time": 0.85196}
{"mode": "train", "epoch": 5, "iter": 1750, "lr": 0.0002, "memory": 5835, "data_time": 0.02822, "loss_rpn_cls": 0.02937, "loss_rpn_bbox": 0.05175, "loss_cls": 0.22914, "acc": 92.27661, "loss_bbox": 0.25454, "loss_mask": 0.25224, "loss": 0.81705, "time": 0.87577}
{"mode": "train", "epoch": 5, "iter": 1800, "lr": 0.0002, "memory": 5835, "data_time": 0.02733, "loss_rpn_cls": 0.02999, "loss_rpn_bbox": 0.04998, "loss_cls": 0.22929, "acc": 92.31958, "loss_bbox": 0.25192, "loss_mask": 0.24864, "loss": 0.80982, "time": 0.87261}
{"mode": "train", "epoch": 5, "iter": 1850, "lr": 0.0002, "memory": 5835, "data_time": 0.06619, "loss_rpn_cls": 0.02762, "loss_rpn_bbox": 0.05112, "loss_cls": 0.22582, "acc": 92.41455, "loss_bbox": 0.24518, "loss_mask": 0.24571, "loss": 0.79544, "time": 0.89051}
{"mode": "train", "epoch": 5, "iter": 1900, "lr": 0.0002, "memory": 5835, "data_time": 0.03425, "loss_rpn_cls": 0.02743, "loss_rpn_bbox": 0.04785, "loss_cls": 0.2247, "acc": 92.39893, "loss_bbox": 0.24466, "loss_mask": 0.24768, "loss": 0.79231, "time": 0.85821}
{"mode": "train", "epoch": 5, "iter": 1950, "lr": 0.0002, "memory": 5835, "data_time": 0.02317, "loss_rpn_cls": 0.02646, "loss_rpn_bbox": 0.04715, "loss_cls": 0.2323, "acc": 92.14819, "loss_bbox": 0.25403, "loss_mask": 0.25301, "loss": 0.81295, "time": 0.8719}
{"mode": "train", "epoch": 5, "iter": 2000, "lr": 0.0002, "memory": 5835, "data_time": 0.03294, "loss_rpn_cls": 0.02992, "loss_rpn_bbox": 0.04705, "loss_cls": 0.21404, "acc": 92.83032, "loss_bbox": 0.2375, "loss_mask": 0.24477, "loss": 0.77328, "time": 0.87655}
{"mode": "train", "epoch": 5, "iter": 2050, "lr": 0.0002, "memory": 5835, "data_time": 0.02556, "loss_rpn_cls": 0.02812, "loss_rpn_bbox": 0.04912, "loss_cls": 0.23591, "acc": 92.16431, "loss_bbox": 0.25365, "loss_mask": 0.25375, "loss": 0.82054, "time": 0.88723}
{"mode": "train", "epoch": 5, "iter": 2100, "lr": 0.0002, "memory": 5835, "data_time": 0.02628, "loss_rpn_cls": 0.0306, "loss_rpn_bbox": 0.05002, "loss_cls": 0.23185, "acc": 92.10815, "loss_bbox": 0.25726, "loss_mask": 0.25111, "loss": 0.82085, "time": 0.88788}
{"mode": "train", "epoch": 5, "iter": 2150, "lr": 0.0002, "memory": 5835, "data_time": 0.02404, "loss_rpn_cls": 0.03032, "loss_rpn_bbox": 0.04747, "loss_cls": 0.22113, "acc": 92.54492, "loss_bbox": 0.24613, "loss_mask": 0.24508, "loss": 0.79014, "time": 0.88058}
{"mode": "train", "epoch": 5, "iter": 2200, "lr": 0.0002, "memory": 5835, "data_time": 0.02444, "loss_rpn_cls": 0.02958, "loss_rpn_bbox": 0.04861, "loss_cls": 0.22309, "acc": 92.39355, "loss_bbox": 0.24985, "loss_mask": 0.24525, "loss": 0.79637, "time": 0.8656}
{"mode": "train", "epoch": 5, "iter": 2250, "lr": 0.0002, "memory": 5835, "data_time": 0.0255, "loss_rpn_cls": 0.02801, "loss_rpn_bbox": 0.04773, "loss_cls": 0.22575, "acc": 92.49609, "loss_bbox": 0.24585, "loss_mask": 0.24353, "loss": 0.79086, "time": 0.8644}
{"mode": "train", "epoch": 5, "iter": 2300, "lr": 0.0002, "memory": 5835, "data_time": 0.02346, "loss_rpn_cls": 0.0287, "loss_rpn_bbox": 0.04751, "loss_cls": 0.22902, "acc": 92.30859, "loss_bbox": 0.25293, "loss_mask": 0.24963, "loss": 0.8078, "time": 0.86964}
{"mode": "train", "epoch": 5, "iter": 2350, "lr": 0.0002, "memory": 5835, "data_time": 0.02467, "loss_rpn_cls": 0.02941, "loss_rpn_bbox": 0.05116, "loss_cls": 0.22398, "acc": 92.41357, "loss_bbox": 0.25124, "loss_mask": 0.24444, "loss": 0.80024, "time": 0.88256}
{"mode": "train", "epoch": 5, "iter": 2400, "lr": 0.0002, "memory": 5835, "data_time": 0.0228, "loss_rpn_cls": 0.02908, "loss_rpn_bbox": 0.04899, "loss_cls": 0.21768, "acc": 92.66724, "loss_bbox": 0.24449, "loss_mask": 0.24567, "loss": 0.78591, "time": 0.87407}
{"mode": "train", "epoch": 5, "iter": 2450, "lr": 0.0002, "memory": 5835, "data_time": 0.02317, "loss_rpn_cls": 0.0292, "loss_rpn_bbox": 0.05087, "loss_cls": 0.22649, "acc": 92.47949, "loss_bbox": 0.24948, "loss_mask": 0.24839, "loss": 0.80443, "time": 0.92946}
{"mode": "train", "epoch": 5, "iter": 2500, "lr": 0.0002, "memory": 5835, "data_time": 0.03191, "loss_rpn_cls": 0.03006, "loss_rpn_bbox": 0.05089, "loss_cls": 0.23527, "acc": 92.02539, "loss_bbox": 0.25708, "loss_mask": 0.25059, "loss": 0.82387, "time": 0.88094}
{"mode": "train", "epoch": 5, "iter": 2550, "lr": 0.0002, "memory": 5835, "data_time": 0.02664, "loss_rpn_cls": 0.03001, "loss_rpn_bbox": 0.04935, "loss_cls": 0.21716, "acc": 92.68433, "loss_bbox": 0.2409, "loss_mask": 0.24348, "loss": 0.7809, "time": 0.83866}
{"mode": "train", "epoch": 5, "iter": 2600, "lr": 0.0002, "memory": 5835, "data_time": 0.02314, "loss_rpn_cls": 0.02658, "loss_rpn_bbox": 0.04547, "loss_cls": 0.20879, "acc": 92.86548, "loss_bbox": 0.23801, "loss_mask": 0.24124, "loss": 0.76009, "time": 0.86932}
{"mode": "train", "epoch": 5, "iter": 2650, "lr": 0.0002, "memory": 5835, "data_time": 0.02674, "loss_rpn_cls": 0.0304, "loss_rpn_bbox": 0.0503, "loss_cls": 0.23341, "acc": 92.25049, "loss_bbox": 0.25473, "loss_mask": 0.25281, "loss": 0.82164, "time": 0.86794}
{"mode": "train", "epoch": 5, "iter": 2700, "lr": 0.0002, "memory": 5835, "data_time": 0.02585, "loss_rpn_cls": 0.03033, "loss_rpn_bbox": 0.05058, "loss_cls": 0.23124, "acc": 92.19189, "loss_bbox": 0.25674, "loss_mask": 0.24808, "loss": 0.81697, "time": 0.91398}
{"mode": "train", "epoch": 5, "iter": 2750, "lr": 0.0002, "memory": 5835, "data_time": 0.02718, "loss_rpn_cls": 0.02794, "loss_rpn_bbox": 0.05017, "loss_cls": 0.21819, "acc": 92.52222, "loss_bbox": 0.24575, "loss_mask": 0.24537, "loss": 0.78742, "time": 0.89168}
{"mode": "train", "epoch": 5, "iter": 2800, "lr": 0.0002, "memory": 5835, "data_time": 0.02276, "loss_rpn_cls": 0.02724, "loss_rpn_bbox": 0.04827, "loss_cls": 0.21603, "acc": 92.81372, "loss_bbox": 0.23783, "loss_mask": 0.24255, "loss": 0.77192, "time": 0.87688}
{"mode": "train", "epoch": 5, "iter": 2850, "lr": 0.0002, "memory": 5835, "data_time": 0.02377, "loss_rpn_cls": 0.03123, "loss_rpn_bbox": 0.0495, "loss_cls": 0.22454, "acc": 92.42578, "loss_bbox": 0.25243, "loss_mask": 0.24488, "loss": 0.80258, "time": 0.94162}
{"mode": "train", "epoch": 5, "iter": 2900, "lr": 0.0002, "memory": 5835, "data_time": 0.02318, "loss_rpn_cls": 0.02873, "loss_rpn_bbox": 0.05028, "loss_cls": 0.22497, "acc": 92.39917, "loss_bbox": 0.25163, "loss_mask": 0.24772, "loss": 0.80333, "time": 0.93374}
{"mode": "train", "epoch": 5, "iter": 2950, "lr": 0.0002, "memory": 5835, "data_time": 0.02814, "loss_rpn_cls": 0.0323, "loss_rpn_bbox": 0.05152, "loss_cls": 0.22977, "acc": 92.2063, "loss_bbox": 0.25292, "loss_mask": 0.24742, "loss": 0.81393, "time": 0.88781}
{"mode": "train", "epoch": 5, "iter": 3000, "lr": 0.0002, "memory": 5835, "data_time": 0.02301, "loss_rpn_cls": 0.03169, "loss_rpn_bbox": 0.05088, "loss_cls": 0.22392, "acc": 92.49561, "loss_bbox": 0.24947, "loss_mask": 0.24456, "loss": 0.80052, "time": 0.9231}
{"mode": "train", "epoch": 5, "iter": 3050, "lr": 0.0002, "memory": 5835, "data_time": 0.0216, "loss_rpn_cls": 0.02997, "loss_rpn_bbox": 0.05054, "loss_cls": 0.23849, "acc": 92.10645, "loss_bbox": 0.25344, "loss_mask": 0.25243, "loss": 0.82487, "time": 0.91689}
{"mode": "train", "epoch": 5, "iter": 3100, "lr": 0.0002, "memory": 5835, "data_time": 0.02012, "loss_rpn_cls": 0.03021, "loss_rpn_bbox": 0.04823, "loss_cls": 0.22091, "acc": 92.53516, "loss_bbox": 0.24047, "loss_mask": 0.24826, "loss": 0.78808, "time": 0.92398}
{"mode": "train", "epoch": 5, "iter": 3150, "lr": 0.0002, "memory": 5835, "data_time": 0.02293, "loss_rpn_cls": 0.02906, "loss_rpn_bbox": 0.0498, "loss_cls": 0.22998, "acc": 92.2041, "loss_bbox": 0.25596, "loss_mask": 0.25061, "loss": 0.8154, "time": 0.91249}
{"mode": "train", "epoch": 5, "iter": 3200, "lr": 0.0002, "memory": 5835, "data_time": 0.0273, "loss_rpn_cls": 0.03069, "loss_rpn_bbox": 0.05117, "loss_cls": 0.23643, "acc": 92.01562, "loss_bbox": 0.26246, "loss_mask": 0.25783, "loss": 0.83858, "time": 0.91242}
{"mode": "train", "epoch": 5, "iter": 3250, "lr": 0.0002, "memory": 5835, "data_time": 0.02751, "loss_rpn_cls": 0.02973, "loss_rpn_bbox": 0.05345, "loss_cls": 0.23233, "acc": 92.13843, "loss_bbox": 0.25681, "loss_mask": 0.25368, "loss": 0.82601, "time": 0.90718}
{"mode": "train", "epoch": 5, "iter": 3300, "lr": 0.0002, "memory": 5835, "data_time": 0.02434, "loss_rpn_cls": 0.02948, "loss_rpn_bbox": 0.04684, "loss_cls": 0.21772, "acc": 92.61694, "loss_bbox": 0.24126, "loss_mask": 0.24474, "loss": 0.78005, "time": 0.92382}
{"mode": "train", "epoch": 5, "iter": 3350, "lr": 0.0002, "memory": 5835, "data_time": 0.02549, "loss_rpn_cls": 0.03052, "loss_rpn_bbox": 0.05032, "loss_cls": 0.21891, "acc": 92.66187, "loss_bbox": 0.25012, "loss_mask": 0.24412, "loss": 0.79399, "time": 0.95976}
{"mode": "train", "epoch": 5, "iter": 3400, "lr": 0.0002, "memory": 5835, "data_time": 0.02759, "loss_rpn_cls": 0.03089, "loss_rpn_bbox": 0.05157, "loss_cls": 0.22504, "acc": 92.51221, "loss_bbox": 0.24647, "loss_mask": 0.24914, "loss": 0.80311, "time": 0.92617}
{"mode": "train", "epoch": 5, "iter": 3450, "lr": 0.0002, "memory": 5835, "data_time": 0.02432, "loss_rpn_cls": 0.02846, "loss_rpn_bbox": 0.0499, "loss_cls": 0.2262, "acc": 92.32104, "loss_bbox": 0.25628, "loss_mask": 0.25126, "loss": 0.8121, "time": 0.89202}
{"mode": "train", "epoch": 5, "iter": 3500, "lr": 0.0002, "memory": 5835, "data_time": 0.0269, "loss_rpn_cls": 0.03365, "loss_rpn_bbox": 0.05259, "loss_cls": 0.23224, "acc": 92.16431, "loss_bbox": 0.25612, "loss_mask": 0.24997, "loss": 0.82456, "time": 0.86182}
{"mode": "train", "epoch": 5, "iter": 3550, "lr": 0.0002, "memory": 5835, "data_time": 0.02857, "loss_rpn_cls": 0.03209, "loss_rpn_bbox": 0.05176, "loss_cls": 0.23304, "acc": 92.22461, "loss_bbox": 0.25698, "loss_mask": 0.25586, "loss": 0.82974, "time": 0.87334}
{"mode": "train", "epoch": 5, "iter": 3600, "lr": 0.0002, "memory": 5835, "data_time": 0.02575, "loss_rpn_cls": 0.03323, "loss_rpn_bbox": 0.0546, "loss_cls": 0.22832, "acc": 92.23633, "loss_bbox": 0.25591, "loss_mask": 0.24894, "loss": 0.821, "time": 0.92544}
{"mode": "train", "epoch": 5, "iter": 3650, "lr": 0.0002, "memory": 5835, "data_time": 0.02544, "loss_rpn_cls": 0.0327, "loss_rpn_bbox": 0.05249, "loss_cls": 0.22074, "acc": 92.4729, "loss_bbox": 0.24933, "loss_mask": 0.24314, "loss": 0.7984, "time": 0.90308}
{"mode": "train", "epoch": 5, "iter": 3700, "lr": 0.0002, "memory": 5835, "data_time": 0.02393, "loss_rpn_cls": 0.02883, "loss_rpn_bbox": 0.04895, "loss_cls": 0.22784, "acc": 92.44458, "loss_bbox": 0.24896, "loss_mask": 0.24869, "loss": 0.80328, "time": 0.86145}
{"mode": "train", "epoch": 5, "iter": 3750, "lr": 0.0002, "memory": 5835, "data_time": 0.02683, "loss_rpn_cls": 0.02981, "loss_rpn_bbox": 0.04936, "loss_cls": 0.22298, "acc": 92.48291, "loss_bbox": 0.24316, "loss_mask": 0.245, "loss": 0.79031, "time": 0.86406}
{"mode": "train", "epoch": 5, "iter": 3800, "lr": 0.0002, "memory": 5835, "data_time": 0.02515, "loss_rpn_cls": 0.02691, "loss_rpn_bbox": 0.04821, "loss_cls": 0.23265, "acc": 92.32227, "loss_bbox": 0.2476, "loss_mask": 0.24957, "loss": 0.80495, "time": 0.88829}
{"mode": "train", "epoch": 5, "iter": 3850, "lr": 0.0002, "memory": 5835, "data_time": 0.02228, "loss_rpn_cls": 0.02873, "loss_rpn_bbox": 0.04843, "loss_cls": 0.21632, "acc": 92.71997, "loss_bbox": 0.23925, "loss_mask": 0.24007, "loss": 0.77279, "time": 0.92874}
{"mode": "train", "epoch": 5, "iter": 3900, "lr": 0.0002, "memory": 5835, "data_time": 0.02768, "loss_rpn_cls": 0.0304, "loss_rpn_bbox": 0.04856, "loss_cls": 0.22125, "acc": 92.53735, "loss_bbox": 0.24583, "loss_mask": 0.24985, "loss": 0.79589, "time": 0.88372}
{"mode": "train", "epoch": 5, "iter": 3950, "lr": 0.0002, "memory": 5835, "data_time": 0.0267, "loss_rpn_cls": 0.03036, "loss_rpn_bbox": 0.04867, "loss_cls": 0.22887, "acc": 92.37329, "loss_bbox": 0.25064, "loss_mask": 0.25285, "loss": 0.81139, "time": 0.84773}
{"mode": "train", "epoch": 5, "iter": 4000, "lr": 0.0002, "memory": 5835, "data_time": 0.02661, "loss_rpn_cls": 0.02905, "loss_rpn_bbox": 0.04868, "loss_cls": 0.2237, "acc": 92.37231, "loss_bbox": 0.24577, "loss_mask": 0.24295, "loss": 0.79014, "time": 0.85442}
{"mode": "train", "epoch": 5, "iter": 4050, "lr": 0.0002, "memory": 5835, "data_time": 0.02466, "loss_rpn_cls": 0.03272, "loss_rpn_bbox": 0.05334, "loss_cls": 0.22865, "acc": 92.35498, "loss_bbox": 0.25009, "loss_mask": 0.24361, "loss": 0.80841, "time": 0.86423}
{"mode": "train", "epoch": 5, "iter": 4100, "lr": 0.0002, "memory": 5835, "data_time": 0.02522, "loss_rpn_cls": 0.03102, "loss_rpn_bbox": 0.05212, "loss_cls": 0.2318, "acc": 92.18604, "loss_bbox": 0.26123, "loss_mask": 0.25284, "loss": 0.82902, "time": 0.89147}
{"mode": "train", "epoch": 5, "iter": 4150, "lr": 0.0002, "memory": 5835, "data_time": 0.02332, "loss_rpn_cls": 0.02838, "loss_rpn_bbox": 0.04698, "loss_cls": 0.22699, "acc": 92.39722, "loss_bbox": 0.24605, "loss_mask": 0.24534, "loss": 0.79374, "time": 0.90457}
{"mode": "train", "epoch": 5, "iter": 4200, "lr": 0.0002, "memory": 5835, "data_time": 0.02292, "loss_rpn_cls": 0.03294, "loss_rpn_bbox": 0.05239, "loss_cls": 0.2261, "acc": 92.49146, "loss_bbox": 0.24536, "loss_mask": 0.25326, "loss": 0.81005, "time": 0.87236}
{"mode": "train", "epoch": 5, "iter": 4250, "lr": 0.0002, "memory": 5835, "data_time": 0.02437, "loss_rpn_cls": 0.02894, "loss_rpn_bbox": 0.04982, "loss_cls": 0.22354, "acc": 92.50024, "loss_bbox": 0.24743, "loss_mask": 0.24565, "loss": 0.79539, "time": 0.89941}
{"mode": "train", "epoch": 5, "iter": 4300, "lr": 0.0002, "memory": 5835, "data_time": 0.02264, "loss_rpn_cls": 0.02704, "loss_rpn_bbox": 0.04729, "loss_cls": 0.21553, "acc": 92.81079, "loss_bbox": 0.2364, "loss_mask": 0.24951, "loss": 0.77578, "time": 0.85092}
{"mode": "train", "epoch": 5, "iter": 4350, "lr": 0.0002, "memory": 5835, "data_time": 0.03091, "loss_rpn_cls": 0.03031, "loss_rpn_bbox": 0.05077, "loss_cls": 0.2243, "acc": 92.38892, "loss_bbox": 0.25189, "loss_mask": 0.24716, "loss": 0.80443, "time": 0.88102}
{"mode": "train", "epoch": 5, "iter": 4400, "lr": 0.0002, "memory": 5835, "data_time": 0.02366, "loss_rpn_cls": 0.03098, "loss_rpn_bbox": 0.05348, "loss_cls": 0.23963, "acc": 91.85498, "loss_bbox": 0.26602, "loss_mask": 0.24777, "loss": 0.83788, "time": 0.89655}
{"mode": "train", "epoch": 5, "iter": 4450, "lr": 0.0002, "memory": 5835, "data_time": 0.02698, "loss_rpn_cls": 0.02788, "loss_rpn_bbox": 0.04821, "loss_cls": 0.21592, "acc": 92.63647, "loss_bbox": 0.2362, "loss_mask": 0.23388, "loss": 0.76209, "time": 0.88505}
{"mode": "train", "epoch": 5, "iter": 4500, "lr": 0.0002, "memory": 5835, "data_time": 0.02348, "loss_rpn_cls": 0.02801, "loss_rpn_bbox": 0.04509, "loss_cls": 0.21713, "acc": 92.66943, "loss_bbox": 0.23997, "loss_mask": 0.24169, "loss": 0.7719, "time": 0.90061}
{"mode": "train", "epoch": 5, "iter": 4550, "lr": 0.0002, "memory": 5835, "data_time": 0.02758, "loss_rpn_cls": 0.02768, "loss_rpn_bbox": 0.04839, "loss_cls": 0.22615, "acc": 92.1604, "loss_bbox": 0.25337, "loss_mask": 0.25173, "loss": 0.80732, "time": 0.91324}
{"mode": "train", "epoch": 5, "iter": 4600, "lr": 0.0002, "memory": 5835, "data_time": 0.02626, "loss_rpn_cls": 0.02922, "loss_rpn_bbox": 0.04738, "loss_cls": 0.2176, "acc": 92.81152, "loss_bbox": 0.24071, "loss_mask": 0.24214, "loss": 0.77705, "time": 0.90732}
{"mode": "train", "epoch": 5, "iter": 4650, "lr": 0.0002, "memory": 5835, "data_time": 0.02694, "loss_rpn_cls": 0.03049, "loss_rpn_bbox": 0.04909, "loss_cls": 0.22864, "acc": 92.45923, "loss_bbox": 0.24358, "loss_mask": 0.25265, "loss": 0.80444, "time": 0.87841}
{"mode": "train", "epoch": 5, "iter": 4700, "lr": 0.0002, "memory": 5835, "data_time": 0.02762, "loss_rpn_cls": 0.03288, "loss_rpn_bbox": 0.05176, "loss_cls": 0.23107, "acc": 92.27832, "loss_bbox": 0.25036, "loss_mask": 0.24948, "loss": 0.81554, "time": 0.9294}
{"mode": "train", "epoch": 5, "iter": 4750, "lr": 0.0002, "memory": 5835, "data_time": 0.02659, "loss_rpn_cls": 0.03114, "loss_rpn_bbox": 0.0524, "loss_cls": 0.23788, "acc": 91.97119, "loss_bbox": 0.25879, "loss_mask": 0.25679, "loss": 0.837, "time": 0.90482}
{"mode": "train", "epoch": 5, "iter": 4800, "lr": 0.0002, "memory": 5835, "data_time": 0.02316, "loss_rpn_cls": 0.02892, "loss_rpn_bbox": 0.04653, "loss_cls": 0.23173, "acc": 92.30713, "loss_bbox": 0.25036, "loss_mask": 0.24576, "loss": 0.8033, "time": 0.9363}
{"mode": "train", "epoch": 5, "iter": 4850, "lr": 0.0002, "memory": 5835, "data_time": 0.02524, "loss_rpn_cls": 0.03229, "loss_rpn_bbox": 0.054, "loss_cls": 0.238, "acc": 92.04785, "loss_bbox": 0.26098, "loss_mask": 0.25779, "loss": 0.84306, "time": 0.90392}
{"mode": "train", "epoch": 5, "iter": 4900, "lr": 0.0002, "memory": 5835, "data_time": 0.02503, "loss_rpn_cls": 0.02836, "loss_rpn_bbox": 0.05118, "loss_cls": 0.21986, "acc": 92.72559, "loss_bbox": 0.23779, "loss_mask": 0.24365, "loss": 0.78083, "time": 0.89241}
{"mode": "train", "epoch": 5, "iter": 4950, "lr": 0.0002, "memory": 5835, "data_time": 0.02349, "loss_rpn_cls": 0.02982, "loss_rpn_bbox": 0.05153, "loss_cls": 0.23005, "acc": 92.28662, "loss_bbox": 0.25307, "loss_mask": 0.25453, "loss": 0.819, "time": 0.90098}
{"mode": "train", "epoch": 5, "iter": 5000, "lr": 0.0002, "memory": 5835, "data_time": 0.02329, "loss_rpn_cls": 0.0278, "loss_rpn_bbox": 0.04778, "loss_cls": 0.21522, "acc": 92.71436, "loss_bbox": 0.23578, "loss_mask": 0.24665, "loss": 0.77323, "time": 0.91873}
{"mode": "train", "epoch": 5, "iter": 5050, "lr": 0.0002, "memory": 5835, "data_time": 0.02385, "loss_rpn_cls": 0.02764, "loss_rpn_bbox": 0.05011, "loss_cls": 0.21753, "acc": 92.76318, "loss_bbox": 0.23634, "loss_mask": 0.24166, "loss": 0.77329, "time": 0.89052}
{"mode": "train", "epoch": 5, "iter": 5100, "lr": 0.0002, "memory": 5835, "data_time": 0.02226, "loss_rpn_cls": 0.03186, "loss_rpn_bbox": 0.05017, "loss_cls": 0.22571, "acc": 92.53223, "loss_bbox": 0.24726, "loss_mask": 0.25521, "loss": 0.81021, "time": 0.9404}
{"mode": "train", "epoch": 5, "iter": 5150, "lr": 0.0002, "memory": 5835, "data_time": 0.0305, "loss_rpn_cls": 0.0307, "loss_rpn_bbox": 0.04872, "loss_cls": 0.21634, "acc": 92.65015, "loss_bbox": 0.2441, "loss_mask": 0.24556, "loss": 0.78542, "time": 0.93227}
{"mode": "train", "epoch": 5, "iter": 5200, "lr": 0.0002, "memory": 5835, "data_time": 0.0303, "loss_rpn_cls": 0.02934, "loss_rpn_bbox": 0.04897, "loss_cls": 0.22419, "acc": 92.5293, "loss_bbox": 0.24605, "loss_mask": 0.24565, "loss": 0.7942, "time": 0.91887}
{"mode": "train", "epoch": 5, "iter": 5250, "lr": 0.0002, "memory": 5835, "data_time": 0.0221, "loss_rpn_cls": 0.0277, "loss_rpn_bbox": 0.04679, "loss_cls": 0.21503, "acc": 92.80322, "loss_bbox": 0.23765, "loss_mask": 0.2469, "loss": 0.77406, "time": 0.91953}
{"mode": "train", "epoch": 5, "iter": 5300, "lr": 0.0002, "memory": 5835, "data_time": 0.0222, "loss_rpn_cls": 0.02927, "loss_rpn_bbox": 0.05019, "loss_cls": 0.23193, "acc": 92.17725, "loss_bbox": 0.24914, "loss_mask": 0.25053, "loss": 0.81107, "time": 0.90395}
{"mode": "train", "epoch": 5, "iter": 5350, "lr": 0.0002, "memory": 5835, "data_time": 0.02299, "loss_rpn_cls": 0.02709, "loss_rpn_bbox": 0.04807, "loss_cls": 0.22139, "acc": 92.55444, "loss_bbox": 0.24287, "loss_mask": 0.2435, "loss": 0.78291, "time": 0.89022}
{"mode": "train", "epoch": 5, "iter": 5400, "lr": 0.0002, "memory": 5835, "data_time": 0.02585, "loss_rpn_cls": 0.03049, "loss_rpn_bbox": 0.05009, "loss_cls": 0.233, "acc": 92.2771, "loss_bbox": 0.25212, "loss_mask": 0.25331, "loss": 0.81901, "time": 0.8946}
{"mode": "train", "epoch": 5, "iter": 5450, "lr": 0.0002, "memory": 5835, "data_time": 0.02451, "loss_rpn_cls": 0.03248, "loss_rpn_bbox": 0.052, "loss_cls": 0.21792, "acc": 92.5, "loss_bbox": 0.24735, "loss_mask": 0.24909, "loss": 0.79884, "time": 0.88019}
{"mode": "train", "epoch": 5, "iter": 5500, "lr": 0.0002, "memory": 5835, "data_time": 0.03128, "loss_rpn_cls": 0.03454, "loss_rpn_bbox": 0.0509, "loss_cls": 0.22915, "acc": 92.26514, "loss_bbox": 0.24791, "loss_mask": 0.24876, "loss": 0.81126, "time": 0.89762}
{"mode": "train", "epoch": 5, "iter": 5550, "lr": 0.0002, "memory": 5835, "data_time": 0.02728, "loss_rpn_cls": 0.03059, "loss_rpn_bbox": 0.05159, "loss_cls": 0.22733, "acc": 92.46973, "loss_bbox": 0.25246, "loss_mask": 0.2462, "loss": 0.80816, "time": 0.88754}
{"mode": "train", "epoch": 5, "iter": 5600, "lr": 0.0002, "memory": 5835, "data_time": 0.0252, "loss_rpn_cls": 0.03006, "loss_rpn_bbox": 0.05048, "loss_cls": 0.2201, "acc": 92.53027, "loss_bbox": 0.24842, "loss_mask": 0.25195, "loss": 0.80101, "time": 0.87776}
{"mode": "train", "epoch": 5, "iter": 5650, "lr": 0.0002, "memory": 5835, "data_time": 0.02897, "loss_rpn_cls": 0.03143, "loss_rpn_bbox": 0.05335, "loss_cls": 0.23024, "acc": 92.18408, "loss_bbox": 0.25253, "loss_mask": 0.24964, "loss": 0.81719, "time": 0.88211}
{"mode": "train", "epoch": 5, "iter": 5700, "lr": 0.0002, "memory": 5835, "data_time": 0.02713, "loss_rpn_cls": 0.0284, "loss_rpn_bbox": 0.04813, "loss_cls": 0.21601, "acc": 92.62134, "loss_bbox": 0.24645, "loss_mask": 0.24914, "loss": 0.78812, "time": 0.87226}
{"mode": "train", "epoch": 5, "iter": 5750, "lr": 0.0002, "memory": 5835, "data_time": 0.02736, "loss_rpn_cls": 0.02933, "loss_rpn_bbox": 0.04746, "loss_cls": 0.22216, "acc": 92.45923, "loss_bbox": 0.24847, "loss_mask": 0.24502, "loss": 0.79243, "time": 0.86664}
{"mode": "train", "epoch": 5, "iter": 5800, "lr": 0.0002, "memory": 5835, "data_time": 0.02538, "loss_rpn_cls": 0.02998, "loss_rpn_bbox": 0.05053, "loss_cls": 0.21818, "acc": 92.73096, "loss_bbox": 0.23713, "loss_mask": 0.24788, "loss": 0.7837, "time": 0.88008}
{"mode": "train", "epoch": 5, "iter": 5850, "lr": 0.0002, "memory": 5835, "data_time": 0.02951, "loss_rpn_cls": 0.03004, "loss_rpn_bbox": 0.05014, "loss_cls": 0.22163, "acc": 92.54761, "loss_bbox": 0.25253, "loss_mask": 0.24749, "loss": 0.80183, "time": 0.8835}
{"mode": "train", "epoch": 5, "iter": 5900, "lr": 0.0002, "memory": 5835, "data_time": 0.02664, "loss_rpn_cls": 0.03243, "loss_rpn_bbox": 0.05392, "loss_cls": 0.23105, "acc": 92.27173, "loss_bbox": 0.25619, "loss_mask": 0.25713, "loss": 0.83071, "time": 0.87221}
{"mode": "train", "epoch": 5, "iter": 5950, "lr": 0.0002, "memory": 5835, "data_time": 0.02138, "loss_rpn_cls": 0.02903, "loss_rpn_bbox": 0.04808, "loss_cls": 0.23617, "acc": 92.28149, "loss_bbox": 0.24451, "loss_mask": 0.24965, "loss": 0.80744, "time": 0.87853}
{"mode": "train", "epoch": 5, "iter": 6000, "lr": 0.0002, "memory": 5835, "data_time": 0.02308, "loss_rpn_cls": 0.03076, "loss_rpn_bbox": 0.04988, "loss_cls": 0.22671, "acc": 92.49341, "loss_bbox": 0.24357, "loss_mask": 0.24913, "loss": 0.80006, "time": 0.86313}
{"mode": "train", "epoch": 5, "iter": 6050, "lr": 0.0002, "memory": 5835, "data_time": 0.0255, "loss_rpn_cls": 0.0301, "loss_rpn_bbox": 0.0494, "loss_cls": 0.21576, "acc": 92.70117, "loss_bbox": 0.24245, "loss_mask": 0.25139, "loss": 0.7891, "time": 0.8919}
{"mode": "train", "epoch": 5, "iter": 6100, "lr": 0.0002, "memory": 5835, "data_time": 0.02468, "loss_rpn_cls": 0.03099, "loss_rpn_bbox": 0.04961, "loss_cls": 0.22576, "acc": 92.36841, "loss_bbox": 0.24853, "loss_mask": 0.24406, "loss": 0.79893, "time": 0.94874}
{"mode": "train", "epoch": 5, "iter": 6150, "lr": 0.0002, "memory": 5835, "data_time": 0.02622, "loss_rpn_cls": 0.03066, "loss_rpn_bbox": 0.05063, "loss_cls": 0.22724, "acc": 92.22925, "loss_bbox": 0.24928, "loss_mask": 0.24929, "loss": 0.80711, "time": 0.88387}
{"mode": "train", "epoch": 5, "iter": 6200, "lr": 0.0002, "memory": 5835, "data_time": 0.02243, "loss_rpn_cls": 0.02977, "loss_rpn_bbox": 0.04913, "loss_cls": 0.22775, "acc": 92.40894, "loss_bbox": 0.24773, "loss_mask": 0.25408, "loss": 0.80845, "time": 0.94846}
{"mode": "train", "epoch": 5, "iter": 6250, "lr": 0.0002, "memory": 5835, "data_time": 0.02193, "loss_rpn_cls": 0.02981, "loss_rpn_bbox": 0.0502, "loss_cls": 0.2247, "acc": 92.38184, "loss_bbox": 0.24576, "loss_mask": 0.24455, "loss": 0.79501, "time": 0.90924}
{"mode": "train", "epoch": 5, "iter": 6300, "lr": 0.0002, "memory": 5835, "data_time": 0.02517, "loss_rpn_cls": 0.02937, "loss_rpn_bbox": 0.04575, "loss_cls": 0.22182, "acc": 92.59863, "loss_bbox": 0.24113, "loss_mask": 0.24271, "loss": 0.78078, "time": 0.91199}
{"mode": "train", "epoch": 5, "iter": 6350, "lr": 0.0002, "memory": 5835, "data_time": 0.02756, "loss_rpn_cls": 0.03142, "loss_rpn_bbox": 0.05082, "loss_cls": 0.23696, "acc": 92.02173, "loss_bbox": 0.25773, "loss_mask": 0.2461, "loss": 0.82304, "time": 0.90706}
{"mode": "train", "epoch": 5, "iter": 6400, "lr": 0.0002, "memory": 5835, "data_time": 0.02281, "loss_rpn_cls": 0.03317, "loss_rpn_bbox": 0.0509, "loss_cls": 0.2397, "acc": 92.03979, "loss_bbox": 0.25893, "loss_mask": 0.25123, "loss": 0.83393, "time": 0.92518}
{"mode": "train", "epoch": 5, "iter": 6450, "lr": 0.0002, "memory": 5835, "data_time": 0.02382, "loss_rpn_cls": 0.02818, "loss_rpn_bbox": 0.04957, "loss_cls": 0.22863, "acc": 92.38184, "loss_bbox": 0.24444, "loss_mask": 0.24447, "loss": 0.79529, "time": 0.92853}
{"mode": "train", "epoch": 5, "iter": 6500, "lr": 0.0002, "memory": 5835, "data_time": 0.02596, "loss_rpn_cls": 0.02958, "loss_rpn_bbox": 0.04848, "loss_cls": 0.22205, "acc": 92.58813, "loss_bbox": 0.24452, "loss_mask": 0.2493, "loss": 0.79393, "time": 0.93511}
{"mode": "train", "epoch": 5, "iter": 6550, "lr": 0.0002, "memory": 5835, "data_time": 0.05895, "loss_rpn_cls": 0.03027, "loss_rpn_bbox": 0.04771, "loss_cls": 0.21907, "acc": 92.78174, "loss_bbox": 0.24112, "loss_mask": 0.25077, "loss": 0.78893, "time": 0.92135}
{"mode": "train", "epoch": 5, "iter": 6600, "lr": 0.0002, "memory": 5835, "data_time": 0.02928, "loss_rpn_cls": 0.03083, "loss_rpn_bbox": 0.04809, "loss_cls": 0.23218, "acc": 92.19141, "loss_bbox": 0.25603, "loss_mask": 0.24716, "loss": 0.81429, "time": 0.90379}
{"mode": "train", "epoch": 5, "iter": 6650, "lr": 0.0002, "memory": 5835, "data_time": 0.02398, "loss_rpn_cls": 0.03033, "loss_rpn_bbox": 0.04938, "loss_cls": 0.22819, "acc": 92.42139, "loss_bbox": 0.2509, "loss_mask": 0.24509, "loss": 0.8039, "time": 0.90846}
{"mode": "train", "epoch": 5, "iter": 6700, "lr": 0.0002, "memory": 5835, "data_time": 0.02683, "loss_rpn_cls": 0.03146, "loss_rpn_bbox": 0.04875, "loss_cls": 0.22594, "acc": 92.4978, "loss_bbox": 0.24269, "loss_mask": 0.24964, "loss": 0.79849, "time": 0.91019}
{"mode": "train", "epoch": 5, "iter": 6750, "lr": 0.0002, "memory": 5835, "data_time": 0.0271, "loss_rpn_cls": 0.03227, "loss_rpn_bbox": 0.05239, "loss_cls": 0.23041, "acc": 92.24756, "loss_bbox": 0.25229, "loss_mask": 0.24588, "loss": 0.81324, "time": 0.90661}
{"mode": "train", "epoch": 5, "iter": 6800, "lr": 0.0002, "memory": 5835, "data_time": 0.02377, "loss_rpn_cls": 0.02679, "loss_rpn_bbox": 0.04625, "loss_cls": 0.21009, "acc": 92.85205, "loss_bbox": 0.23594, "loss_mask": 0.24351, "loss": 0.76258, "time": 0.8624}
{"mode": "train", "epoch": 5, "iter": 6850, "lr": 0.0002, "memory": 5835, "data_time": 0.02949, "loss_rpn_cls": 0.02978, "loss_rpn_bbox": 0.04984, "loss_cls": 0.23216, "acc": 92.25269, "loss_bbox": 0.2547, "loss_mask": 0.25369, "loss": 0.82017, "time": 0.96201}
{"mode": "train", "epoch": 5, "iter": 6900, "lr": 0.0002, "memory": 5835, "data_time": 0.02144, "loss_rpn_cls": 0.03049, "loss_rpn_bbox": 0.04785, "loss_cls": 0.22689, "acc": 92.57031, "loss_bbox": 0.24203, "loss_mask": 0.24665, "loss": 0.79391, "time": 0.92228}
{"mode": "train", "epoch": 5, "iter": 6950, "lr": 0.0002, "memory": 5835, "data_time": 0.02413, "loss_rpn_cls": 0.03069, "loss_rpn_bbox": 0.04998, "loss_cls": 0.23643, "acc": 92.00757, "loss_bbox": 0.26072, "loss_mask": 0.25038, "loss": 0.82819, "time": 0.90549}
{"mode": "train", "epoch": 5, "iter": 7000, "lr": 0.0002, "memory": 5835, "data_time": 0.02537, "loss_rpn_cls": 0.02854, "loss_rpn_bbox": 0.05188, "loss_cls": 0.22012, "acc": 92.47192, "loss_bbox": 0.24639, "loss_mask": 0.2491, "loss": 0.79602, "time": 0.95676}
{"mode": "train", "epoch": 5, "iter": 7050, "lr": 0.0002, "memory": 5835, "data_time": 0.02548, "loss_rpn_cls": 0.02836, "loss_rpn_bbox": 0.04757, "loss_cls": 0.2219, "acc": 92.59448, "loss_bbox": 0.24118, "loss_mask": 0.24803, "loss": 0.78704, "time": 0.90284}
{"mode": "train", "epoch": 5, "iter": 7100, "lr": 0.0002, "memory": 5835, "data_time": 0.03007, "loss_rpn_cls": 0.0305, "loss_rpn_bbox": 0.04865, "loss_cls": 0.23088, "acc": 92.2478, "loss_bbox": 0.24975, "loss_mask": 0.24517, "loss": 0.80494, "time": 0.94644}
{"mode": "train", "epoch": 5, "iter": 7150, "lr": 0.0002, "memory": 5835, "data_time": 0.02329, "loss_rpn_cls": 0.03033, "loss_rpn_bbox": 0.04835, "loss_cls": 0.22001, "acc": 92.5752, "loss_bbox": 0.24436, "loss_mask": 0.24682, "loss": 0.78987, "time": 0.96106}
{"mode": "train", "epoch": 5, "iter": 7200, "lr": 0.0002, "memory": 5835, "data_time": 0.02261, "loss_rpn_cls": 0.0272, "loss_rpn_bbox": 0.04376, "loss_cls": 0.21417, "acc": 92.92651, "loss_bbox": 0.22755, "loss_mask": 0.24228, "loss": 0.75496, "time": 0.92014}
{"mode": "train", "epoch": 5, "iter": 7250, "lr": 0.0002, "memory": 5835, "data_time": 0.03193, "loss_rpn_cls": 0.02791, "loss_rpn_bbox": 0.04871, "loss_cls": 0.22904, "acc": 92.27026, "loss_bbox": 0.25159, "loss_mask": 0.24659, "loss": 0.80385, "time": 0.94369}
{"mode": "train", "epoch": 5, "iter": 7300, "lr": 0.0002, "memory": 5835, "data_time": 0.02411, "loss_rpn_cls": 0.02888, "loss_rpn_bbox": 0.04832, "loss_cls": 0.22395, "acc": 92.65039, "loss_bbox": 0.242, "loss_mask": 0.24822, "loss": 0.79137, "time": 0.9428}
{"mode": "val", "epoch": 5, "iter": 625, "lr": 0.0002, "bbox_mAP": 0.3268, "bbox_mAP_50": 0.5387, "bbox_mAP_75": 0.3546, "bbox_mAP_s": 0.1943, "bbox_mAP_m": 0.371, "bbox_mAP_l": 0.4138, "bbox_mAP_copypaste": "0.3268 0.5387 0.3546 0.1943 0.3710 0.4138", "segm_mAP": 0.3146, "segm_mAP_50": 0.5122, "segm_mAP_75": 0.3344, "segm_mAP_s": 0.1489, "segm_mAP_m": 0.3473, "segm_mAP_l": 0.4591, "segm_mAP_copypaste": "0.3146 0.5122 0.3344 0.1489 0.3473 0.4591"}
{"mode": "train", "epoch": 6, "iter": 50, "lr": 0.0002, "memory": 5835, "data_time": 0.10138, "loss_rpn_cls": 0.02849, "loss_rpn_bbox": 0.04959, "loss_cls": 0.21636, "acc": 92.52612, "loss_bbox": 0.25076, "loss_mask": 0.24526, "loss": 0.79046, "time": 0.99385}
{"mode": "train", "epoch": 6, "iter": 100, "lr": 0.0002, "memory": 5835, "data_time": 0.02793, "loss_rpn_cls": 0.02578, "loss_rpn_bbox": 0.0478, "loss_cls": 0.21778, "acc": 92.41479, "loss_bbox": 0.26121, "loss_mask": 0.2433, "loss": 0.79587, "time": 0.94003}
{"mode": "train", "epoch": 6, "iter": 150, "lr": 0.0002, "memory": 5835, "data_time": 0.02451, "loss_rpn_cls": 0.02563, "loss_rpn_bbox": 0.04765, "loss_cls": 0.216, "acc": 92.57568, "loss_bbox": 0.24623, "loss_mask": 0.23998, "loss": 0.7755, "time": 0.90724}
{"mode": "train", "epoch": 6, "iter": 200, "lr": 0.0002, "memory": 5835, "data_time": 0.02574, "loss_rpn_cls": 0.02547, "loss_rpn_bbox": 0.04902, "loss_cls": 0.20422, "acc": 92.85352, "loss_bbox": 0.23857, "loss_mask": 0.23888, "loss": 0.75616, "time": 0.8908}
{"mode": "train", "epoch": 6, "iter": 250, "lr": 0.0002, "memory": 5835, "data_time": 0.02293, "loss_rpn_cls": 0.02742, "loss_rpn_bbox": 0.0475, "loss_cls": 0.20652, "acc": 92.86621, "loss_bbox": 0.23793, "loss_mask": 0.2379, "loss": 0.75727, "time": 0.90405}
{"mode": "train", "epoch": 6, "iter": 300, "lr": 0.0002, "memory": 5835, "data_time": 0.02313, "loss_rpn_cls": 0.02648, "loss_rpn_bbox": 0.04946, "loss_cls": 0.21155, "acc": 92.6377, "loss_bbox": 0.24576, "loss_mask": 0.24036, "loss": 0.77361, "time": 0.91617}
{"mode": "train", "epoch": 6, "iter": 350, "lr": 0.0002, "memory": 5835, "data_time": 0.02551, "loss_rpn_cls": 0.02606, "loss_rpn_bbox": 0.04809, "loss_cls": 0.20563, "acc": 92.81982, "loss_bbox": 0.24126, "loss_mask": 0.24051, "loss": 0.76155, "time": 0.909}
{"mode": "train", "epoch": 6, "iter": 400, "lr": 0.0002, "memory": 5835, "data_time": 0.03137, "loss_rpn_cls": 0.02899, "loss_rpn_bbox": 0.05039, "loss_cls": 0.21513, "acc": 92.48926, "loss_bbox": 0.25146, "loss_mask": 0.23863, "loss": 0.7846, "time": 0.92745}
{"mode": "train", "epoch": 6, "iter": 450, "lr": 0.0002, "memory": 5835, "data_time": 0.02381, "loss_rpn_cls": 0.02801, "loss_rpn_bbox": 0.04818, "loss_cls": 0.21283, "acc": 92.63379, "loss_bbox": 0.24054, "loss_mask": 0.23418, "loss": 0.76375, "time": 0.94585}
{"mode": "train", "epoch": 6, "iter": 500, "lr": 0.0002, "memory": 5835, "data_time": 0.02627, "loss_rpn_cls": 0.02584, "loss_rpn_bbox": 0.0493, "loss_cls": 0.21189, "acc": 92.72363, "loss_bbox": 0.24112, "loss_mask": 0.2452, "loss": 0.77335, "time": 0.86731}
{"mode": "train", "epoch": 6, "iter": 550, "lr": 0.0002, "memory": 5835, "data_time": 0.02274, "loss_rpn_cls": 0.02515, "loss_rpn_bbox": 0.04479, "loss_cls": 0.20628, "acc": 92.80322, "loss_bbox": 0.24022, "loss_mask": 0.23985, "loss": 0.75628, "time": 0.90401}
{"mode": "train", "epoch": 6, "iter": 600, "lr": 0.0002, "memory": 5835, "data_time": 0.02282, "loss_rpn_cls": 0.03062, "loss_rpn_bbox": 0.0475, "loss_cls": 0.21166, "acc": 92.67236, "loss_bbox": 0.24425, "loss_mask": 0.24505, "loss": 0.77908, "time": 0.94702}
{"mode": "train", "epoch": 6, "iter": 650, "lr": 0.0002, "memory": 5835, "data_time": 0.03022, "loss_rpn_cls": 0.02734, "loss_rpn_bbox": 0.04752, "loss_cls": 0.20474, "acc": 92.82422, "loss_bbox": 0.2435, "loss_mask": 0.23766, "loss": 0.76076, "time": 0.93351}
{"mode": "train", "epoch": 6, "iter": 700, "lr": 0.0002, "memory": 5835, "data_time": 0.0228, "loss_rpn_cls": 0.02808, "loss_rpn_bbox": 0.04997, "loss_cls": 0.22075, "acc": 92.41089, "loss_bbox": 0.24929, "loss_mask": 0.24604, "loss": 0.79413, "time": 0.94023}
{"mode": "train", "epoch": 6, "iter": 750, "lr": 0.0002, "memory": 5835, "data_time": 0.02665, "loss_rpn_cls": 0.02505, "loss_rpn_bbox": 0.04708, "loss_cls": 0.21378, "acc": 92.52539, "loss_bbox": 0.24502, "loss_mask": 0.24118, "loss": 0.77211, "time": 0.91725}
{"mode": "train", "epoch": 6, "iter": 800, "lr": 0.0002, "memory": 5835, "data_time": 0.02406, "loss_rpn_cls": 0.0244, "loss_rpn_bbox": 0.0484, "loss_cls": 0.21001, "acc": 92.73584, "loss_bbox": 0.24396, "loss_mask": 0.24081, "loss": 0.76758, "time": 0.91561}
{"mode": "train", "epoch": 6, "iter": 850, "lr": 0.0002, "memory": 5835, "data_time": 0.02832, "loss_rpn_cls": 0.02497, "loss_rpn_bbox": 0.04763, "loss_cls": 0.21347, "acc": 92.61646, "loss_bbox": 0.24497, "loss_mask": 0.24282, "loss": 0.77386, "time": 0.91193}
{"mode": "train", "epoch": 6, "iter": 900, "lr": 0.0002, "memory": 5835, "data_time": 0.02654, "loss_rpn_cls": 0.02763, "loss_rpn_bbox": 0.05018, "loss_cls": 0.20938, "acc": 92.69849, "loss_bbox": 0.23754, "loss_mask": 0.23859, "loss": 0.76331, "time": 0.89832}
{"mode": "train", "epoch": 6, "iter": 950, "lr": 0.0002, "memory": 5835, "data_time": 0.02953, "loss_rpn_cls": 0.02545, "loss_rpn_bbox": 0.04745, "loss_cls": 0.21309, "acc": 92.79175, "loss_bbox": 0.23519, "loss_mask": 0.23804, "loss": 0.75922, "time": 1.02679}
{"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.0002, "memory": 5835, "data_time": 0.02339, "loss_rpn_cls": 0.02893, "loss_rpn_bbox": 0.05281, "loss_cls": 0.22618, "acc": 92.27588, "loss_bbox": 0.25266, "loss_mask": 0.24845, "loss": 0.80903, "time": 0.94672}
{"mode": "train", "epoch": 6, "iter": 1050, "lr": 0.0002, "memory": 5835, "data_time": 0.0257, "loss_rpn_cls": 0.02488, "loss_rpn_bbox": 0.04691, "loss_cls": 0.20509, "acc": 92.85376, "loss_bbox": 0.23568, "loss_mask": 0.2381, "loss": 0.75065, "time": 0.91481}
{"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.0002, "memory": 5835, "data_time": 0.02371, "loss_rpn_cls": 0.026, "loss_rpn_bbox": 0.04733, "loss_cls": 0.21854, "acc": 92.54175, "loss_bbox": 0.24239, "loss_mask": 0.23925, "loss": 0.77352, "time": 1.01917}
{"mode": "train", "epoch": 6, "iter": 1150, "lr": 0.0002, "memory": 5835, "data_time": 0.02111, "loss_rpn_cls": 0.02688, "loss_rpn_bbox": 0.04878, "loss_cls": 0.21633, "acc": 92.573, "loss_bbox": 0.25015, "loss_mask": 0.24903, "loss": 0.79117, "time": 0.92539}
{"mode": "train", "epoch": 6, "iter": 1200, "lr": 0.0002, "memory": 5835, "data_time": 0.02128, "loss_rpn_cls": 0.02822, "loss_rpn_bbox": 0.05057, "loss_cls": 0.21496, "acc": 92.71387, "loss_bbox": 0.24225, "loss_mask": 0.24162, "loss": 0.77761, "time": 0.91225}
{"mode": "train", "epoch": 6, "iter": 1250, "lr": 0.0002, "memory": 5835, "data_time": 0.02294, "loss_rpn_cls": 0.02523, "loss_rpn_bbox": 0.04601, "loss_cls": 0.21011, "acc": 92.78882, "loss_bbox": 0.23721, "loss_mask": 0.23806, "loss": 0.75662, "time": 0.93144}
{"mode": "train", "epoch": 6, "iter": 1300, "lr": 0.0002, "memory": 5835, "data_time": 0.02551, "loss_rpn_cls": 0.02674, "loss_rpn_bbox": 0.05058, "loss_cls": 0.21812, "acc": 92.50464, "loss_bbox": 0.25018, "loss_mask": 0.244, "loss": 0.78963, "time": 0.94135}
{"mode": "train", "epoch": 6, "iter": 1350, "lr": 0.0002, "memory": 5835, "data_time": 0.02433, "loss_rpn_cls": 0.02771, "loss_rpn_bbox": 0.04943, "loss_cls": 0.21622, "acc": 92.63208, "loss_bbox": 0.2462, "loss_mask": 0.24341, "loss": 0.78297, "time": 0.91761}
{"mode": "train", "epoch": 6, "iter": 1400, "lr": 0.0002, "memory": 5835, "data_time": 0.02369, "loss_rpn_cls": 0.02857, "loss_rpn_bbox": 0.04816, "loss_cls": 0.21523, "acc": 92.71973, "loss_bbox": 0.24218, "loss_mask": 0.24507, "loss": 0.77921, "time": 0.97234}
{"mode": "train", "epoch": 6, "iter": 1450, "lr": 0.0002, "memory": 5835, "data_time": 0.0239, "loss_rpn_cls": 0.02919, "loss_rpn_bbox": 0.04929, "loss_cls": 0.20766, "acc": 92.80029, "loss_bbox": 0.24035, "loss_mask": 0.24267, "loss": 0.76916, "time": 0.93634}
{"mode": "train", "epoch": 6, "iter": 1500, "lr": 0.0002, "memory": 5835, "data_time": 0.02531, "loss_rpn_cls": 0.02842, "loss_rpn_bbox": 0.04755, "loss_cls": 0.21312, "acc": 92.74341, "loss_bbox": 0.24264, "loss_mask": 0.24954, "loss": 0.78126, "time": 0.92535}
{"mode": "train", "epoch": 6, "iter": 1550, "lr": 0.0002, "memory": 5835, "data_time": 0.02395, "loss_rpn_cls": 0.02664, "loss_rpn_bbox": 0.04432, "loss_cls": 0.21368, "acc": 92.78076, "loss_bbox": 0.24158, "loss_mask": 0.24286, "loss": 0.76909, "time": 0.91015}
{"mode": "train", "epoch": 6, "iter": 1600, "lr": 0.0002, "memory": 5835, "data_time": 0.03008, "loss_rpn_cls": 0.02814, "loss_rpn_bbox": 0.05092, "loss_cls": 0.22332, "acc": 92.41943, "loss_bbox": 0.25355, "loss_mask": 0.24569, "loss": 0.80162, "time": 0.94781}
{"mode": "train", "epoch": 6, "iter": 1650, "lr": 0.0002, "memory": 5835, "data_time": 0.02553, "loss_rpn_cls": 0.02959, "loss_rpn_bbox": 0.04937, "loss_cls": 0.21765, "acc": 92.50146, "loss_bbox": 0.24674, "loss_mask": 0.24465, "loss": 0.78801, "time": 0.92814}
{"mode": "train", "epoch": 6, "iter": 1700, "lr": 0.0002, "memory": 5835, "data_time": 0.02617, "loss_rpn_cls": 0.02658, "loss_rpn_bbox": 0.0454, "loss_cls": 0.2013, "acc": 93.00586, "loss_bbox": 0.23419, "loss_mask": 0.23841, "loss": 0.74587, "time": 0.92164}
{"mode": "train", "epoch": 6, "iter": 1750, "lr": 0.0002, "memory": 5835, "data_time": 0.02458, "loss_rpn_cls": 0.02534, "loss_rpn_bbox": 0.04737, "loss_cls": 0.20933, "acc": 92.8479, "loss_bbox": 0.24057, "loss_mask": 0.24284, "loss": 0.76545, "time": 0.9192}
{"mode": "train", "epoch": 6, "iter": 1800, "lr": 0.0002, "memory": 5835, "data_time": 0.02358, "loss_rpn_cls": 0.02672, "loss_rpn_bbox": 0.04838, "loss_cls": 0.20728, "acc": 92.93628, "loss_bbox": 0.2332, "loss_mask": 0.23525, "loss": 0.75082, "time": 0.97798}
{"mode": "train", "epoch": 6, "iter": 1850, "lr": 0.0002, "memory": 5835, "data_time": 0.02373, "loss_rpn_cls": 0.02803, "loss_rpn_bbox": 0.04941, "loss_cls": 0.20538, "acc": 92.94458, "loss_bbox": 0.23061, "loss_mask": 0.24081, "loss": 0.75423, "time": 0.9027}
{"mode": "train", "epoch": 6, "iter": 1900, "lr": 0.0002, "memory": 5835, "data_time": 0.02745, "loss_rpn_cls": 0.02868, "loss_rpn_bbox": 0.04694, "loss_cls": 0.21984, "acc": 92.396, "loss_bbox": 0.25045, "loss_mask": 0.24228, "loss": 0.78818, "time": 0.9295}
{"mode": "train", "epoch": 6, "iter": 1950, "lr": 0.0002, "memory": 5835, "data_time": 0.02483, "loss_rpn_cls": 0.02728, "loss_rpn_bbox": 0.04929, "loss_cls": 0.21184, "acc": 92.70044, "loss_bbox": 0.23869, "loss_mask": 0.23822, "loss": 0.76532, "time": 0.92662}
{"mode": "train", "epoch": 6, "iter": 2000, "lr": 0.0002, "memory": 5835, "data_time": 0.02418, "loss_rpn_cls": 0.02863, "loss_rpn_bbox": 0.04797, "loss_cls": 0.21256, "acc": 92.80591, "loss_bbox": 0.24554, "loss_mask": 0.24397, "loss": 0.77868, "time": 0.92899}
{"mode": "train", "epoch": 6, "iter": 2050, "lr": 0.0002, "memory": 5835, "data_time": 0.02827, "loss_rpn_cls": 0.02729, "loss_rpn_bbox": 0.05034, "loss_cls": 0.22088, "acc": 92.61572, "loss_bbox": 0.24015, "loss_mask": 0.24547, "loss": 0.78413, "time": 0.94876}
{"mode": "train", "epoch": 6, "iter": 2100, "lr": 0.0002, "memory": 5835, "data_time": 0.02397, "loss_rpn_cls": 0.02764, "loss_rpn_bbox": 0.0492, "loss_cls": 0.21601, "acc": 92.66187, "loss_bbox": 0.2367, "loss_mask": 0.24121, "loss": 0.77076, "time": 0.91682}
{"mode": "train", "epoch": 6, "iter": 2150, "lr": 0.0002, "memory": 5835, "data_time": 0.02427, "loss_rpn_cls": 0.02741, "loss_rpn_bbox": 0.04845, "loss_cls": 0.2187, "acc": 92.59399, "loss_bbox": 0.2413, "loss_mask": 0.2488, "loss": 0.78466, "time": 0.94384}
{"mode": "train", "epoch": 6, "iter": 2200, "lr": 0.0002, "memory": 5835, "data_time": 0.027, "loss_rpn_cls": 0.02674, "loss_rpn_bbox": 0.04901, "loss_cls": 0.21096, "acc": 92.76172, "loss_bbox": 0.24193, "loss_mask": 0.24427, "loss": 0.77291, "time": 0.94057}
{"mode": "train", "epoch": 6, "iter": 2250, "lr": 0.0002, "memory": 5835, "data_time": 0.0262, "loss_rpn_cls": 0.02903, "loss_rpn_bbox": 0.05057, "loss_cls": 0.22807, "acc": 92.29883, "loss_bbox": 0.25707, "loss_mask": 0.24852, "loss": 0.81326, "time": 0.98443}
{"mode": "train", "epoch": 6, "iter": 2300, "lr": 0.0002, "memory": 5835, "data_time": 0.02496, "loss_rpn_cls": 0.02685, "loss_rpn_bbox": 0.04719, "loss_cls": 0.21009, "acc": 92.83813, "loss_bbox": 0.24254, "loss_mask": 0.24304, "loss": 0.76972, "time": 0.9235}
{"mode": "train", "epoch": 6, "iter": 2350, "lr": 0.0002, "memory": 5835, "data_time": 0.02511, "loss_rpn_cls": 0.02944, "loss_rpn_bbox": 0.04629, "loss_cls": 0.21573, "acc": 92.63306, "loss_bbox": 0.24439, "loss_mask": 0.24096, "loss": 0.77681, "time": 0.95327}
{"mode": "train", "epoch": 6, "iter": 2400, "lr": 0.0002, "memory": 5835, "data_time": 0.02474, "loss_rpn_cls": 0.02733, "loss_rpn_bbox": 0.04923, "loss_cls": 0.214, "acc": 92.68213, "loss_bbox": 0.24018, "loss_mask": 0.24247, "loss": 0.7732, "time": 0.94304}
{"mode": "train", "epoch": 6, "iter": 2450, "lr": 0.0002, "memory": 5835, "data_time": 0.02227, "loss_rpn_cls": 0.02673, "loss_rpn_bbox": 0.04691, "loss_cls": 0.21349, "acc": 92.66284, "loss_bbox": 0.24456, "loss_mask": 0.24322, "loss": 0.77492, "time": 0.93044}
{"mode": "train", "epoch": 6, "iter": 2500, "lr": 0.0002, "memory": 5835, "data_time": 0.02415, "loss_rpn_cls": 0.02817, "loss_rpn_bbox": 0.04685, "loss_cls": 0.2204, "acc": 92.43042, "loss_bbox": 0.24981, "loss_mask": 0.24809, "loss": 0.79333, "time": 0.93271}
{"mode": "train", "epoch": 6, "iter": 2550, "lr": 0.0002, "memory": 5835, "data_time": 0.02237, "loss_rpn_cls": 0.02658, "loss_rpn_bbox": 0.04815, "loss_cls": 0.21142, "acc": 92.81665, "loss_bbox": 0.24018, "loss_mask": 0.24043, "loss": 0.76677, "time": 0.92244}
{"mode": "train", "epoch": 6, "iter": 2600, "lr": 0.0002, "memory": 5835, "data_time": 0.02253, "loss_rpn_cls": 0.03077, "loss_rpn_bbox": 0.05034, "loss_cls": 0.21652, "acc": 92.64966, "loss_bbox": 0.24181, "loss_mask": 0.24518, "loss": 0.78462, "time": 0.96255}
{"mode": "train", "epoch": 6, "iter": 2650, "lr": 0.0002, "memory": 5835, "data_time": 0.02179, "loss_rpn_cls": 0.02506, "loss_rpn_bbox": 0.04646, "loss_cls": 0.21233, "acc": 92.72363, "loss_bbox": 0.24153, "loss_mask": 0.2431, "loss": 0.76847, "time": 0.91239}
{"mode": "train", "epoch": 6, "iter": 2700, "lr": 0.0002, "memory": 5835, "data_time": 0.02613, "loss_rpn_cls": 0.02901, "loss_rpn_bbox": 0.05228, "loss_cls": 0.22459, "acc": 92.18774, "loss_bbox": 0.25733, "loss_mask": 0.24339, "loss": 0.80661, "time": 0.96122}
{"mode": "train", "epoch": 6, "iter": 2750, "lr": 0.0002, "memory": 5835, "data_time": 0.02618, "loss_rpn_cls": 0.02687, "loss_rpn_bbox": 0.04547, "loss_cls": 0.20756, "acc": 92.84473, "loss_bbox": 0.23708, "loss_mask": 0.24172, "loss": 0.7587, "time": 0.93529}
{"mode": "train", "epoch": 6, "iter": 2800, "lr": 0.0002, "memory": 5835, "data_time": 0.02287, "loss_rpn_cls": 0.0254, "loss_rpn_bbox": 0.04459, "loss_cls": 0.20944, "acc": 92.77808, "loss_bbox": 0.23402, "loss_mask": 0.23783, "loss": 0.75127, "time": 0.94466}
{"mode": "train", "epoch": 6, "iter": 2850, "lr": 0.0002, "memory": 5835, "data_time": 0.02282, "loss_rpn_cls": 0.02888, "loss_rpn_bbox": 0.04792, "loss_cls": 0.22443, "acc": 92.34082, "loss_bbox": 0.24833, "loss_mask": 0.24419, "loss": 0.79376, "time": 0.8852}
{"mode": "train", "epoch": 6, "iter": 2900, "lr": 0.0002, "memory": 5835, "data_time": 0.02783, "loss_rpn_cls": 0.02798, "loss_rpn_bbox": 0.05032, "loss_cls": 0.22112, "acc": 92.47705, "loss_bbox": 0.25071, "loss_mask": 0.24638, "loss": 0.79651, "time": 0.93183}
{"mode": "train", "epoch": 6, "iter": 2950, "lr": 0.0002, "memory": 5835, "data_time": 0.02468, "loss_rpn_cls": 0.02902, "loss_rpn_bbox": 0.04884, "loss_cls": 0.22021, "acc": 92.49194, "loss_bbox": 0.24992, "loss_mask": 0.24064, "loss": 0.78863, "time": 0.92512}
{"mode": "train", "epoch": 6, "iter": 3000, "lr": 0.0002, "memory": 5835, "data_time": 0.02653, "loss_rpn_cls": 0.02724, "loss_rpn_bbox": 0.04482, "loss_cls": 0.21701, "acc": 92.6543, "loss_bbox": 0.24139, "loss_mask": 0.24222, "loss": 0.77268, "time": 0.95207}
{"mode": "train", "epoch": 6, "iter": 3050, "lr": 0.0002, "memory": 5835, "data_time": 0.02419, "loss_rpn_cls": 0.02974, "loss_rpn_bbox": 0.04918, "loss_cls": 0.21964, "acc": 92.63477, "loss_bbox": 0.24117, "loss_mask": 0.24527, "loss": 0.78501, "time": 0.90001}
{"mode": "train", "epoch": 6, "iter": 3100, "lr": 0.0002, "memory": 5835, "data_time": 0.02135, "loss_rpn_cls": 0.02796, "loss_rpn_bbox": 0.04685, "loss_cls": 0.22289, "acc": 92.53052, "loss_bbox": 0.25059, "loss_mask": 0.24473, "loss": 0.79301, "time": 0.92818}
{"mode": "train", "epoch": 6, "iter": 3150, "lr": 0.0002, "memory": 5835, "data_time": 0.02193, "loss_rpn_cls": 0.02769, "loss_rpn_bbox": 0.05075, "loss_cls": 0.23259, "acc": 92.17993, "loss_bbox": 0.25597, "loss_mask": 0.25264, "loss": 0.81963, "time": 0.927}
{"mode": "train", "epoch": 6, "iter": 3200, "lr": 0.0002, "memory": 5835, "data_time": 0.02606, "loss_rpn_cls": 0.02856, "loss_rpn_bbox": 0.04621, "loss_cls": 0.21743, "acc": 92.70972, "loss_bbox": 0.23832, "loss_mask": 0.24151, "loss": 0.77204, "time": 0.89389}
{"mode": "train", "epoch": 6, "iter": 3250, "lr": 0.0002, "memory": 5835, "data_time": 0.0237, "loss_rpn_cls": 0.02607, "loss_rpn_bbox": 0.04625, "loss_cls": 0.21553, "acc": 92.72046, "loss_bbox": 0.24141, "loss_mask": 0.23708, "loss": 0.76635, "time": 0.93401}
{"mode": "train", "epoch": 6, "iter": 3300, "lr": 0.0002, "memory": 5835, "data_time": 0.0238, "loss_rpn_cls": 0.02821, "loss_rpn_bbox": 0.04984, "loss_cls": 0.22789, "acc": 92.29663, "loss_bbox": 0.25013, "loss_mask": 0.24694, "loss": 0.80302, "time": 0.94345}
{"mode": "train", "epoch": 6, "iter": 3350, "lr": 0.0002, "memory": 5835, "data_time": 0.02531, "loss_rpn_cls": 0.02694, "loss_rpn_bbox": 0.04586, "loss_cls": 0.22131, "acc": 92.50366, "loss_bbox": 0.24216, "loss_mask": 0.241, "loss": 0.77727, "time": 0.92012}
{"mode": "train", "epoch": 6, "iter": 3400, "lr": 0.0002, "memory": 5835, "data_time": 0.02398, "loss_rpn_cls": 0.02763, "loss_rpn_bbox": 0.04917, "loss_cls": 0.22666, "acc": 92.25928, "loss_bbox": 0.25092, "loss_mask": 0.24182, "loss": 0.7962, "time": 0.94292}
{"mode": "train", "epoch": 6, "iter": 3450, "lr": 0.0002, "memory": 5835, "data_time": 0.03183, "loss_rpn_cls": 0.02599, "loss_rpn_bbox": 0.04753, "loss_cls": 0.21803, "acc": 92.63452, "loss_bbox": 0.23939, "loss_mask": 0.24515, "loss": 0.77608, "time": 0.92826}
{"mode": "train", "epoch": 6, "iter": 3500, "lr": 0.0002, "memory": 5835, "data_time": 0.02741, "loss_rpn_cls": 0.02828, "loss_rpn_bbox": 0.04847, "loss_cls": 0.22031, "acc": 92.43457, "loss_bbox": 0.24554, "loss_mask": 0.24816, "loss": 0.79076, "time": 0.98145}
{"mode": "train", "epoch": 6, "iter": 3550, "lr": 0.0002, "memory": 5835, "data_time": 0.02277, "loss_rpn_cls": 0.02682, "loss_rpn_bbox": 0.04788, "loss_cls": 0.21386, "acc": 92.86719, "loss_bbox": 0.23457, "loss_mask": 0.24179, "loss": 0.76493, "time": 0.87252}
{"mode": "train", "epoch": 6, "iter": 3600, "lr": 0.0002, "memory": 5835, "data_time": 0.02637, "loss_rpn_cls": 0.03171, "loss_rpn_bbox": 0.05343, "loss_cls": 0.22576, "acc": 92.354, "loss_bbox": 0.25187, "loss_mask": 0.25234, "loss": 0.81511, "time": 1.00311}
{"mode": "train", "epoch": 6, "iter": 3650, "lr": 0.0002, "memory": 5835, "data_time": 0.02539, "loss_rpn_cls": 0.02959, "loss_rpn_bbox": 0.04716, "loss_cls": 0.20443, "acc": 92.92847, "loss_bbox": 0.23611, "loss_mask": 0.24257, "loss": 0.75987, "time": 0.96786}
{"mode": "train", "epoch": 6, "iter": 3700, "lr": 0.0002, "memory": 5835, "data_time": 0.0242, "loss_rpn_cls": 0.02881, "loss_rpn_bbox": 0.04929, "loss_cls": 0.21171, "acc": 92.70288, "loss_bbox": 0.24371, "loss_mask": 0.24093, "loss": 0.77444, "time": 0.91164}
{"mode": "train", "epoch": 6, "iter": 3750, "lr": 0.0002, "memory": 5835, "data_time": 0.02368, "loss_rpn_cls": 0.02874, "loss_rpn_bbox": 0.04776, "loss_cls": 0.22299, "acc": 92.4646, "loss_bbox": 0.24948, "loss_mask": 0.24995, "loss": 0.79892, "time": 1.00359}
{"mode": "train", "epoch": 6, "iter": 3800, "lr": 0.0002, "memory": 5835, "data_time": 0.02382, "loss_rpn_cls": 0.02873, "loss_rpn_bbox": 0.04827, "loss_cls": 0.2167, "acc": 92.63477, "loss_bbox": 0.24415, "loss_mask": 0.24222, "loss": 0.78006, "time": 0.92149}
{"mode": "train", "epoch": 6, "iter": 3850, "lr": 0.0002, "memory": 5835, "data_time": 0.02599, "loss_rpn_cls": 0.02786, "loss_rpn_bbox": 0.04818, "loss_cls": 0.22133, "acc": 92.44531, "loss_bbox": 0.24706, "loss_mask": 0.24757, "loss": 0.79199, "time": 0.91133}
{"mode": "train", "epoch": 6, "iter": 3900, "lr": 0.0002, "memory": 5835, "data_time": 0.03076, "loss_rpn_cls": 0.02792, "loss_rpn_bbox": 0.04968, "loss_cls": 0.21562, "acc": 92.58765, "loss_bbox": 0.24464, "loss_mask": 0.24426, "loss": 0.78213, "time": 0.93721}
{"mode": "train", "epoch": 6, "iter": 3950, "lr": 0.0002, "memory": 5835, "data_time": 0.02132, "loss_rpn_cls": 0.02645, "loss_rpn_bbox": 0.04567, "loss_cls": 0.22715, "acc": 92.36743, "loss_bbox": 0.24477, "loss_mask": 0.24295, "loss": 0.78699, "time": 0.91847}
{"mode": "train", "epoch": 6, "iter": 4000, "lr": 0.0002, "memory": 5835, "data_time": 0.02636, "loss_rpn_cls": 0.0316, "loss_rpn_bbox": 0.0519, "loss_cls": 0.23356, "acc": 92.08496, "loss_bbox": 0.26017, "loss_mask": 0.24986, "loss": 0.82709, "time": 0.96064}
{"mode": "train", "epoch": 6, "iter": 4050, "lr": 0.0002, "memory": 5835, "data_time": 0.02513, "loss_rpn_cls": 0.02638, "loss_rpn_bbox": 0.04909, "loss_cls": 0.21789, "acc": 92.44458, "loss_bbox": 0.24471, "loss_mask": 0.2476, "loss": 0.78567, "time": 0.99432}
{"mode": "train", "epoch": 6, "iter": 4100, "lr": 0.0002, "memory": 5835, "data_time": 0.0263, "loss_rpn_cls": 0.02675, "loss_rpn_bbox": 0.05, "loss_cls": 0.22252, "acc": 92.42993, "loss_bbox": 0.25012, "loss_mask": 0.24841, "loss": 0.79779, "time": 0.91422}
{"mode": "train", "epoch": 6, "iter": 4150, "lr": 0.0002, "memory": 5835, "data_time": 0.02625, "loss_rpn_cls": 0.02787, "loss_rpn_bbox": 0.04692, "loss_cls": 0.21217, "acc": 92.77197, "loss_bbox": 0.23892, "loss_mask": 0.24092, "loss": 0.76681, "time": 0.91529}
{"mode": "train", "epoch": 6, "iter": 4200, "lr": 0.0002, "memory": 5835, "data_time": 0.02513, "loss_rpn_cls": 0.02614, "loss_rpn_bbox": 0.04429, "loss_cls": 0.20703, "acc": 92.91479, "loss_bbox": 0.23677, "loss_mask": 0.24065, "loss": 0.75488, "time": 0.93672}
{"mode": "train", "epoch": 6, "iter": 4250, "lr": 0.0002, "memory": 5835, "data_time": 0.02188, "loss_rpn_cls": 0.02945, "loss_rpn_bbox": 0.04752, "loss_cls": 0.21848, "acc": 92.46924, "loss_bbox": 0.24745, "loss_mask": 0.2463, "loss": 0.7892, "time": 0.92962}
{"mode": "train", "epoch": 6, "iter": 4300, "lr": 0.0002, "memory": 5835, "data_time": 0.02614, "loss_rpn_cls": 0.02892, "loss_rpn_bbox": 0.04828, "loss_cls": 0.23438, "acc": 92.15332, "loss_bbox": 0.25, "loss_mask": 0.24487, "loss": 0.80644, "time": 0.96293}
{"mode": "train", "epoch": 6, "iter": 4350, "lr": 0.0002, "memory": 5835, "data_time": 0.02477, "loss_rpn_cls": 0.02793, "loss_rpn_bbox": 0.04936, "loss_cls": 0.22063, "acc": 92.44043, "loss_bbox": 0.25188, "loss_mask": 0.2459, "loss": 0.7957, "time": 1.02321}
{"mode": "train", "epoch": 6, "iter": 4400, "lr": 0.0002, "memory": 5835, "data_time": 0.02556, "loss_rpn_cls": 0.02575, "loss_rpn_bbox": 0.04673, "loss_cls": 0.22022, "acc": 92.6958, "loss_bbox": 0.23913, "loss_mask": 0.24354, "loss": 0.77536, "time": 0.90509}
{"mode": "train", "epoch": 6, "iter": 4450, "lr": 0.0002, "memory": 5835, "data_time": 0.02416, "loss_rpn_cls": 0.03283, "loss_rpn_bbox": 0.05206, "loss_cls": 0.23112, "acc": 92.18213, "loss_bbox": 0.25574, "loss_mask": 0.25275, "loss": 0.8245, "time": 0.91568}
{"mode": "train", "epoch": 6, "iter": 4500, "lr": 0.0002, "memory": 5835, "data_time": 0.0245, "loss_rpn_cls": 0.02594, "loss_rpn_bbox": 0.04692, "loss_cls": 0.22012, "acc": 92.64746, "loss_bbox": 0.2398, "loss_mask": 0.2439, "loss": 0.77668, "time": 0.92739}
{"mode": "train", "epoch": 6, "iter": 4550, "lr": 0.0002, "memory": 5835, "data_time": 0.02392, "loss_rpn_cls": 0.02677, "loss_rpn_bbox": 0.0461, "loss_cls": 0.21642, "acc": 92.73315, "loss_bbox": 0.2347, "loss_mask": 0.24228, "loss": 0.76627, "time": 0.91496}
{"mode": "train", "epoch": 6, "iter": 4600, "lr": 0.0002, "memory": 5835, "data_time": 0.02698, "loss_rpn_cls": 0.02742, "loss_rpn_bbox": 0.04711, "loss_cls": 0.22423, "acc": 92.40063, "loss_bbox": 0.24614, "loss_mask": 0.24623, "loss": 0.79114, "time": 0.89396}
{"mode": "train", "epoch": 6, "iter": 4650, "lr": 0.0002, "memory": 5835, "data_time": 0.02215, "loss_rpn_cls": 0.02951, "loss_rpn_bbox": 0.05237, "loss_cls": 0.22042, "acc": 92.48804, "loss_bbox": 0.24224, "loss_mask": 0.24405, "loss": 0.7886, "time": 0.94179}
{"mode": "train", "epoch": 6, "iter": 4700, "lr": 0.0002, "memory": 5835, "data_time": 0.02716, "loss_rpn_cls": 0.02588, "loss_rpn_bbox": 0.04475, "loss_cls": 0.21399, "acc": 92.86035, "loss_bbox": 0.23652, "loss_mask": 0.24132, "loss": 0.76246, "time": 0.9243}
{"mode": "train", "epoch": 6, "iter": 4750, "lr": 0.0002, "memory": 5835, "data_time": 0.02414, "loss_rpn_cls": 0.0285, "loss_rpn_bbox": 0.04821, "loss_cls": 0.21487, "acc": 92.69092, "loss_bbox": 0.24199, "loss_mask": 0.24765, "loss": 0.78123, "time": 0.91144}
{"mode": "train", "epoch": 6, "iter": 4800, "lr": 0.0002, "memory": 5835, "data_time": 0.02399, "loss_rpn_cls": 0.03017, "loss_rpn_bbox": 0.04852, "loss_cls": 0.22071, "acc": 92.50122, "loss_bbox": 0.24212, "loss_mask": 0.23944, "loss": 0.78096, "time": 0.91301}
{"mode": "train", "epoch": 6, "iter": 4850, "lr": 0.0002, "memory": 5835, "data_time": 0.02442, "loss_rpn_cls": 0.02725, "loss_rpn_bbox": 0.04953, "loss_cls": 0.22444, "acc": 92.46802, "loss_bbox": 0.24299, "loss_mask": 0.24157, "loss": 0.78577, "time": 0.96648}
{"mode": "train", "epoch": 6, "iter": 4900, "lr": 0.0002, "memory": 5835, "data_time": 0.02798, "loss_rpn_cls": 0.03247, "loss_rpn_bbox": 0.05232, "loss_cls": 0.22401, "acc": 92.37134, "loss_bbox": 0.25267, "loss_mask": 0.243, "loss": 0.80447, "time": 0.94063}
{"mode": "train", "epoch": 6, "iter": 4950, "lr": 0.0002, "memory": 5835, "data_time": 0.02198, "loss_rpn_cls": 0.02743, "loss_rpn_bbox": 0.04829, "loss_cls": 0.21119, "acc": 92.79541, "loss_bbox": 0.23513, "loss_mask": 0.2421, "loss": 0.76413, "time": 0.91572}
{"mode": "train", "epoch": 6, "iter": 5000, "lr": 0.0002, "memory": 5835, "data_time": 0.02189, "loss_rpn_cls": 0.0271, "loss_rpn_bbox": 0.04745, "loss_cls": 0.21661, "acc": 92.65527, "loss_bbox": 0.24333, "loss_mask": 0.24977, "loss": 0.78426, "time": 0.91387}
{"mode": "train", "epoch": 6, "iter": 5050, "lr": 0.0002, "memory": 5835, "data_time": 0.02574, "loss_rpn_cls": 0.02876, "loss_rpn_bbox": 0.05056, "loss_cls": 0.21246, "acc": 92.69287, "loss_bbox": 0.24348, "loss_mask": 0.24606, "loss": 0.78132, "time": 0.90426}
{"mode": "train", "epoch": 6, "iter": 5100, "lr": 0.0002, "memory": 5835, "data_time": 0.02792, "loss_rpn_cls": 0.02837, "loss_rpn_bbox": 0.05109, "loss_cls": 0.22556, "acc": 92.3291, "loss_bbox": 0.24387, "loss_mask": 0.25246, "loss": 0.80135, "time": 0.93435}
{"mode": "train", "epoch": 6, "iter": 5150, "lr": 0.0002, "memory": 5835, "data_time": 0.02323, "loss_rpn_cls": 0.02895, "loss_rpn_bbox": 0.04688, "loss_cls": 0.21745, "acc": 92.65576, "loss_bbox": 0.24314, "loss_mask": 0.24546, "loss": 0.78187, "time": 0.93714}
{"mode": "train", "epoch": 6, "iter": 5200, "lr": 0.0002, "memory": 5835, "data_time": 0.02354, "loss_rpn_cls": 0.03028, "loss_rpn_bbox": 0.0496, "loss_cls": 0.22273, "acc": 92.4978, "loss_bbox": 0.24277, "loss_mask": 0.23972, "loss": 0.7851, "time": 0.9073}
{"mode": "train", "epoch": 6, "iter": 5250, "lr": 0.0002, "memory": 5835, "data_time": 0.0262, "loss_rpn_cls": 0.02999, "loss_rpn_bbox": 0.0515, "loss_cls": 0.21497, "acc": 92.52002, "loss_bbox": 0.23803, "loss_mask": 0.24531, "loss": 0.77981, "time": 0.92054}
{"mode": "train", "epoch": 6, "iter": 5300, "lr": 0.0002, "memory": 5835, "data_time": 0.02364, "loss_rpn_cls": 0.03125, "loss_rpn_bbox": 0.0536, "loss_cls": 0.22944, "acc": 92.24414, "loss_bbox": 0.25461, "loss_mask": 0.24787, "loss": 0.81676, "time": 0.95483}
{"mode": "train", "epoch": 6, "iter": 5350, "lr": 0.0002, "memory": 5835, "data_time": 0.02934, "loss_rpn_cls": 0.02894, "loss_rpn_bbox": 0.04888, "loss_cls": 0.22639, "acc": 92.36572, "loss_bbox": 0.2497, "loss_mask": 0.24501, "loss": 0.79891, "time": 0.97672}
{"mode": "train", "epoch": 6, "iter": 5400, "lr": 0.0002, "memory": 5835, "data_time": 0.02209, "loss_rpn_cls": 0.0305, "loss_rpn_bbox": 0.04637, "loss_cls": 0.2168, "acc": 92.6853, "loss_bbox": 0.23722, "loss_mask": 0.24464, "loss": 0.77552, "time": 0.95381}
{"mode": "train", "epoch": 6, "iter": 5450, "lr": 0.0002, "memory": 5835, "data_time": 0.02504, "loss_rpn_cls": 0.03083, "loss_rpn_bbox": 0.05311, "loss_cls": 0.23092, "acc": 92.16748, "loss_bbox": 0.25597, "loss_mask": 0.24894, "loss": 0.81977, "time": 0.96152}
{"mode": "train", "epoch": 6, "iter": 5500, "lr": 0.0002, "memory": 5835, "data_time": 0.02334, "loss_rpn_cls": 0.02806, "loss_rpn_bbox": 0.04754, "loss_cls": 0.21435, "acc": 92.77222, "loss_bbox": 0.23668, "loss_mask": 0.23735, "loss": 0.76398, "time": 0.93349}
{"mode": "train", "epoch": 6, "iter": 5550, "lr": 0.0002, "memory": 5835, "data_time": 0.0277, "loss_rpn_cls": 0.02863, "loss_rpn_bbox": 0.05112, "loss_cls": 0.22644, "acc": 92.39355, "loss_bbox": 0.24599, "loss_mask": 0.24912, "loss": 0.80132, "time": 0.96244}
{"mode": "train", "epoch": 6, "iter": 5600, "lr": 0.0002, "memory": 5835, "data_time": 0.0271, "loss_rpn_cls": 0.02818, "loss_rpn_bbox": 0.04875, "loss_cls": 0.21781, "acc": 92.64966, "loss_bbox": 0.23868, "loss_mask": 0.24507, "loss": 0.7785, "time": 0.94271}
{"mode": "train", "epoch": 6, "iter": 5650, "lr": 0.0002, "memory": 5835, "data_time": 0.02771, "loss_rpn_cls": 0.02997, "loss_rpn_bbox": 0.04924, "loss_cls": 0.21465, "acc": 92.69336, "loss_bbox": 0.24355, "loss_mask": 0.24287, "loss": 0.78028, "time": 0.97708}
{"mode": "train", "epoch": 6, "iter": 5700, "lr": 0.0002, "memory": 5835, "data_time": 0.02455, "loss_rpn_cls": 0.02883, "loss_rpn_bbox": 0.04845, "loss_cls": 0.21368, "acc": 92.66602, "loss_bbox": 0.23484, "loss_mask": 0.23929, "loss": 0.76508, "time": 0.95975}
{"mode": "train", "epoch": 6, "iter": 5750, "lr": 0.0002, "memory": 5835, "data_time": 0.02479, "loss_rpn_cls": 0.02576, "loss_rpn_bbox": 0.04654, "loss_cls": 0.2178, "acc": 92.63306, "loss_bbox": 0.24317, "loss_mask": 0.24539, "loss": 0.77866, "time": 0.94003}
{"mode": "train", "epoch": 6, "iter": 5800, "lr": 0.0002, "memory": 5835, "data_time": 0.02374, "loss_rpn_cls": 0.03056, "loss_rpn_bbox": 0.05006, "loss_cls": 0.21726, "acc": 92.68457, "loss_bbox": 0.23771, "loss_mask": 0.2433, "loss": 0.77888, "time": 0.95052}
{"mode": "train", "epoch": 6, "iter": 5850, "lr": 0.0002, "memory": 5835, "data_time": 0.02477, "loss_rpn_cls": 0.02661, "loss_rpn_bbox": 0.04664, "loss_cls": 0.21182, "acc": 92.8667, "loss_bbox": 0.23376, "loss_mask": 0.24629, "loss": 0.76513, "time": 0.96753}
{"mode": "train", "epoch": 6, "iter": 5900, "lr": 0.0002, "memory": 5835, "data_time": 0.02509, "loss_rpn_cls": 0.02909, "loss_rpn_bbox": 0.04786, "loss_cls": 0.21711, "acc": 92.75415, "loss_bbox": 0.24094, "loss_mask": 0.24444, "loss": 0.77943, "time": 0.94666}
{"mode": "train", "epoch": 6, "iter": 5950, "lr": 0.0002, "memory": 5835, "data_time": 0.0277, "loss_rpn_cls": 0.02871, "loss_rpn_bbox": 0.04937, "loss_cls": 0.22093, "acc": 92.47363, "loss_bbox": 0.24221, "loss_mask": 0.24863, "loss": 0.78985, "time": 0.96137}
{"mode": "train", "epoch": 6, "iter": 6000, "lr": 0.0002, "memory": 5835, "data_time": 0.02579, "loss_rpn_cls": 0.02968, "loss_rpn_bbox": 0.04666, "loss_cls": 0.22235, "acc": 92.53662, "loss_bbox": 0.23933, "loss_mask": 0.23721, "loss": 0.77523, "time": 0.97015}
{"mode": "train", "epoch": 6, "iter": 6050, "lr": 0.0002, "memory": 5835, "data_time": 0.02335, "loss_rpn_cls": 0.03048, "loss_rpn_bbox": 0.05314, "loss_cls": 0.22343, "acc": 92.52563, "loss_bbox": 0.24978, "loss_mask": 0.24608, "loss": 0.8029, "time": 0.95899}
{"mode": "train", "epoch": 6, "iter": 6100, "lr": 0.0002, "memory": 5835, "data_time": 0.03139, "loss_rpn_cls": 0.02957, "loss_rpn_bbox": 0.05042, "loss_cls": 0.22597, "acc": 92.3313, "loss_bbox": 0.2494, "loss_mask": 0.24746, "loss": 0.80283, "time": 0.94276}
{"mode": "train", "epoch": 6, "iter": 6150, "lr": 0.0002, "memory": 5835, "data_time": 0.0236, "loss_rpn_cls": 0.02641, "loss_rpn_bbox": 0.04818, "loss_cls": 0.22107, "acc": 92.50317, "loss_bbox": 0.2442, "loss_mask": 0.2445, "loss": 0.78436, "time": 0.95632}
{"mode": "train", "epoch": 6, "iter": 6200, "lr": 0.0002, "memory": 5835, "data_time": 0.02633, "loss_rpn_cls": 0.02738, "loss_rpn_bbox": 0.04549, "loss_cls": 0.2157, "acc": 92.78125, "loss_bbox": 0.23561, "loss_mask": 0.24309, "loss": 0.76728, "time": 0.95224}
{"mode": "train", "epoch": 6, "iter": 6250, "lr": 0.0002, "memory": 5835, "data_time": 0.02985, "loss_rpn_cls": 0.02752, "loss_rpn_bbox": 0.0478, "loss_cls": 0.22449, "acc": 92.36963, "loss_bbox": 0.24784, "loss_mask": 0.24214, "loss": 0.78979, "time": 0.95849}
{"mode": "train", "epoch": 6, "iter": 6300, "lr": 0.0002, "memory": 5835, "data_time": 0.02634, "loss_rpn_cls": 0.03174, "loss_rpn_bbox": 0.05017, "loss_cls": 0.22001, "acc": 92.58252, "loss_bbox": 0.24109, "loss_mask": 0.2519, "loss": 0.79491, "time": 0.92486}
{"mode": "train", "epoch": 6, "iter": 6350, "lr": 0.0002, "memory": 5835, "data_time": 0.02279, "loss_rpn_cls": 0.02909, "loss_rpn_bbox": 0.04868, "loss_cls": 0.21052, "acc": 92.74341, "loss_bbox": 0.23446, "loss_mask": 0.24839, "loss": 0.77114, "time": 0.88716}
{"mode": "train", "epoch": 6, "iter": 6400, "lr": 0.0002, "memory": 5835, "data_time": 0.03153, "loss_rpn_cls": 0.03103, "loss_rpn_bbox": 0.05088, "loss_cls": 0.2212, "acc": 92.42041, "loss_bbox": 0.25174, "loss_mask": 0.25175, "loss": 0.8066, "time": 0.94113}
{"mode": "train", "epoch": 6, "iter": 6450, "lr": 0.0002, "memory": 5835, "data_time": 0.02215, "loss_rpn_cls": 0.02845, "loss_rpn_bbox": 0.04866, "loss_cls": 0.22418, "acc": 92.38745, "loss_bbox": 0.24248, "loss_mask": 0.24507, "loss": 0.78884, "time": 0.93255}
{"mode": "train", "epoch": 6, "iter": 6500, "lr": 0.0002, "memory": 5835, "data_time": 0.0285, "loss_rpn_cls": 0.02886, "loss_rpn_bbox": 0.04882, "loss_cls": 0.21855, "acc": 92.56958, "loss_bbox": 0.24644, "loss_mask": 0.24479, "loss": 0.78747, "time": 0.89804}
{"mode": "train", "epoch": 6, "iter": 6550, "lr": 0.0002, "memory": 5835, "data_time": 0.02389, "loss_rpn_cls": 0.02884, "loss_rpn_bbox": 0.04685, "loss_cls": 0.21442, "acc": 92.80762, "loss_bbox": 0.23816, "loss_mask": 0.23985, "loss": 0.76812, "time": 0.92814}
{"mode": "train", "epoch": 6, "iter": 6600, "lr": 0.0002, "memory": 5835, "data_time": 0.03032, "loss_rpn_cls": 0.02723, "loss_rpn_bbox": 0.04799, "loss_cls": 0.21605, "acc": 92.57837, "loss_bbox": 0.24147, "loss_mask": 0.24034, "loss": 0.77307, "time": 0.92572}
{"mode": "train", "epoch": 6, "iter": 6650, "lr": 0.0002, "memory": 5835, "data_time": 0.02684, "loss_rpn_cls": 0.02968, "loss_rpn_bbox": 0.05163, "loss_cls": 0.22354, "acc": 92.52808, "loss_bbox": 0.24688, "loss_mask": 0.24744, "loss": 0.79918, "time": 0.95758}
{"mode": "train", "epoch": 6, "iter": 6700, "lr": 0.0002, "memory": 5835, "data_time": 0.0251, "loss_rpn_cls": 0.0311, "loss_rpn_bbox": 0.05001, "loss_cls": 0.22078, "acc": 92.52124, "loss_bbox": 0.25013, "loss_mask": 0.24802, "loss": 0.80004, "time": 0.94489}
{"mode": "train", "epoch": 6, "iter": 6750, "lr": 0.0002, "memory": 5835, "data_time": 0.02396, "loss_rpn_cls": 0.02782, "loss_rpn_bbox": 0.04552, "loss_cls": 0.21123, "acc": 92.79517, "loss_bbox": 0.23701, "loss_mask": 0.24315, "loss": 0.76473, "time": 0.89487}
{"mode": "train", "epoch": 6, "iter": 6800, "lr": 0.0002, "memory": 5835, "data_time": 0.02652, "loss_rpn_cls": 0.02908, "loss_rpn_bbox": 0.0483, "loss_cls": 0.21847, "acc": 92.54126, "loss_bbox": 0.24317, "loss_mask": 0.25053, "loss": 0.78957, "time": 0.918}
{"mode": "train", "epoch": 6, "iter": 6850, "lr": 0.0002, "memory": 5835, "data_time": 0.0255, "loss_rpn_cls": 0.02833, "loss_rpn_bbox": 0.04851, "loss_cls": 0.21765, "acc": 92.70752, "loss_bbox": 0.24648, "loss_mask": 0.23936, "loss": 0.78034, "time": 0.90993}
{"mode": "train", "epoch": 6, "iter": 6900, "lr": 0.0002, "memory": 5835, "data_time": 0.02168, "loss_rpn_cls": 0.02749, "loss_rpn_bbox": 0.04759, "loss_cls": 0.22573, "acc": 92.323, "loss_bbox": 0.24975, "loss_mask": 0.24478, "loss": 0.79533, "time": 0.94045}
{"mode": "train", "epoch": 6, "iter": 6950, "lr": 0.0002, "memory": 5835, "data_time": 0.02301, "loss_rpn_cls": 0.02786, "loss_rpn_bbox": 0.0476, "loss_cls": 0.20613, "acc": 92.91626, "loss_bbox": 0.2304, "loss_mask": 0.23929, "loss": 0.75127, "time": 0.91858}
{"mode": "train", "epoch": 6, "iter": 7000, "lr": 0.0002, "memory": 5835, "data_time": 0.02578, "loss_rpn_cls": 0.02879, "loss_rpn_bbox": 0.0487, "loss_cls": 0.22757, "acc": 92.54614, "loss_bbox": 0.24011, "loss_mask": 0.24548, "loss": 0.79065, "time": 0.9264}
{"mode": "train", "epoch": 6, "iter": 7050, "lr": 0.0002, "memory": 5835, "data_time": 0.02347, "loss_rpn_cls": 0.03124, "loss_rpn_bbox": 0.0475, "loss_cls": 0.21869, "acc": 92.64673, "loss_bbox": 0.23768, "loss_mask": 0.24341, "loss": 0.77851, "time": 0.91532}
{"mode": "train", "epoch": 6, "iter": 7100, "lr": 0.0002, "memory": 5835, "data_time": 0.02105, "loss_rpn_cls": 0.02827, "loss_rpn_bbox": 0.04656, "loss_cls": 0.22161, "acc": 92.52588, "loss_bbox": 0.24152, "loss_mask": 0.24671, "loss": 0.78467, "time": 0.92316}
{"mode": "train", "epoch": 6, "iter": 7150, "lr": 0.0002, "memory": 5835, "data_time": 0.02717, "loss_rpn_cls": 0.03004, "loss_rpn_bbox": 0.05126, "loss_cls": 0.22815, "acc": 92.24707, "loss_bbox": 0.25631, "loss_mask": 0.25211, "loss": 0.81787, "time": 0.93294}
{"mode": "train", "epoch": 6, "iter": 7200, "lr": 0.0002, "memory": 5835, "data_time": 0.02532, "loss_rpn_cls": 0.02993, "loss_rpn_bbox": 0.04922, "loss_cls": 0.2213, "acc": 92.48584, "loss_bbox": 0.2436, "loss_mask": 0.24395, "loss": 0.788, "time": 0.94375}
{"mode": "train", "epoch": 6, "iter": 7250, "lr": 0.0002, "memory": 5835, "data_time": 0.03049, "loss_rpn_cls": 0.02994, "loss_rpn_bbox": 0.05231, "loss_cls": 0.22141, "acc": 92.44604, "loss_bbox": 0.24586, "loss_mask": 0.24289, "loss": 0.79241, "time": 0.92839}
{"mode": "train", "epoch": 6, "iter": 7300, "lr": 0.0002, "memory": 5835, "data_time": 0.02569, "loss_rpn_cls": 0.02874, "loss_rpn_bbox": 0.04687, "loss_cls": 0.22931, "acc": 92.36865, "loss_bbox": 0.25009, "loss_mask": 0.24499, "loss": 0.80001, "time": 0.90992}
{"mode": "val", "epoch": 6, "iter": 625, "lr": 0.0002, "bbox_mAP": 0.3253, "bbox_mAP_50": 0.536, "bbox_mAP_75": 0.3548, "bbox_mAP_s": 0.1958, "bbox_mAP_m": 0.3723, "bbox_mAP_l": 0.4213, "bbox_mAP_copypaste": "0.3253 0.5360 0.3548 0.1958 0.3723 0.4213", "segm_mAP": 0.3111, "segm_mAP_50": 0.5086, "segm_mAP_75": 0.3313, "segm_mAP_s": 0.1463, "segm_mAP_m": 0.3485, "segm_mAP_l": 0.4569, "segm_mAP_copypaste": "0.3111 0.5086 0.3313 0.1463 0.3485 0.4569"}
{"mode": "train", "epoch": 7, "iter": 50, "lr": 0.0002, "memory": 5835, "data_time": 0.09922, "loss_rpn_cls": 0.02534, "loss_rpn_bbox": 0.04921, "loss_cls": 0.21247, "acc": 92.67456, "loss_bbox": 0.24347, "loss_mask": 0.23655, "loss": 0.76704, "time": 0.99568}
{"mode": "train", "epoch": 7, "iter": 100, "lr": 0.0002, "memory": 5835, "data_time": 0.023, "loss_rpn_cls": 0.02329, "loss_rpn_bbox": 0.04706, "loss_cls": 0.20197, "acc": 92.9978, "loss_bbox": 0.23732, "loss_mask": 0.23972, "loss": 0.74936, "time": 0.9153}
{"mode": "train", "epoch": 7, "iter": 150, "lr": 0.0002, "memory": 5835, "data_time": 0.02505, "loss_rpn_cls": 0.02473, "loss_rpn_bbox": 0.04917, "loss_cls": 0.21162, "acc": 92.54688, "loss_bbox": 0.24594, "loss_mask": 0.23912, "loss": 0.77058, "time": 0.96548}
{"mode": "train", "epoch": 7, "iter": 200, "lr": 0.0002, "memory": 5835, "data_time": 0.02512, "loss_rpn_cls": 0.02749, "loss_rpn_bbox": 0.05084, "loss_cls": 0.21525, "acc": 92.4292, "loss_bbox": 0.25014, "loss_mask": 0.24664, "loss": 0.79035, "time": 0.97292}
{"mode": "train", "epoch": 7, "iter": 250, "lr": 0.0002, "memory": 5835, "data_time": 0.02331, "loss_rpn_cls": 0.02463, "loss_rpn_bbox": 0.04532, "loss_cls": 0.20489, "acc": 92.95532, "loss_bbox": 0.23263, "loss_mask": 0.23901, "loss": 0.74649, "time": 0.89695}
{"mode": "train", "epoch": 7, "iter": 300, "lr": 0.0002, "memory": 5835, "data_time": 0.02597, "loss_rpn_cls": 0.02393, "loss_rpn_bbox": 0.04531, "loss_cls": 0.20772, "acc": 92.91406, "loss_bbox": 0.24409, "loss_mask": 0.24092, "loss": 0.76196, "time": 0.9001}
{"mode": "train", "epoch": 7, "iter": 350, "lr": 0.0002, "memory": 5835, "data_time": 0.02676, "loss_rpn_cls": 0.02477, "loss_rpn_bbox": 0.04625, "loss_cls": 0.2079, "acc": 92.7644, "loss_bbox": 0.24447, "loss_mask": 0.23822, "loss": 0.76162, "time": 0.97641}
{"mode": "train", "epoch": 7, "iter": 400, "lr": 0.0002, "memory": 5835, "data_time": 0.02361, "loss_rpn_cls": 0.0256, "loss_rpn_bbox": 0.04852, "loss_cls": 0.21469, "acc": 92.52881, "loss_bbox": 0.24339, "loss_mask": 0.23938, "loss": 0.77157, "time": 0.94975}
{"mode": "train", "epoch": 7, "iter": 450, "lr": 0.0002, "memory": 5835, "data_time": 0.02597, "loss_rpn_cls": 0.02324, "loss_rpn_bbox": 0.04328, "loss_cls": 0.19265, "acc": 93.28223, "loss_bbox": 0.22758, "loss_mask": 0.22962, "loss": 0.71638, "time": 0.88965}
{"mode": "train", "epoch": 7, "iter": 500, "lr": 0.0002, "memory": 5835, "data_time": 0.02821, "loss_rpn_cls": 0.02606, "loss_rpn_bbox": 0.04742, "loss_cls": 0.21293, "acc": 92.646, "loss_bbox": 0.24431, "loss_mask": 0.23791, "loss": 0.76863, "time": 0.89016}
{"mode": "train", "epoch": 7, "iter": 550, "lr": 0.0002, "memory": 5835, "data_time": 0.0294, "loss_rpn_cls": 0.02561, "loss_rpn_bbox": 0.04654, "loss_cls": 0.20515, "acc": 92.78394, "loss_bbox": 0.24084, "loss_mask": 0.23702, "loss": 0.75515, "time": 0.91506}
{"mode": "train", "epoch": 7, "iter": 600, "lr": 0.0002, "memory": 5835, "data_time": 0.02721, "loss_rpn_cls": 0.02406, "loss_rpn_bbox": 0.04901, "loss_cls": 0.21371, "acc": 92.63135, "loss_bbox": 0.24942, "loss_mask": 0.24113, "loss": 0.77732, "time": 0.90057}
{"mode": "train", "epoch": 7, "iter": 650, "lr": 0.0002, "memory": 5835, "data_time": 0.02672, "loss_rpn_cls": 0.02646, "loss_rpn_bbox": 0.04808, "loss_cls": 0.2078, "acc": 92.86108, "loss_bbox": 0.2447, "loss_mask": 0.24099, "loss": 0.76804, "time": 0.91559}
{"mode": "train", "epoch": 7, "iter": 700, "lr": 0.0002, "memory": 5835, "data_time": 0.02682, "loss_rpn_cls": 0.02502, "loss_rpn_bbox": 0.04889, "loss_cls": 0.20035, "acc": 93.10889, "loss_bbox": 0.23766, "loss_mask": 0.23703, "loss": 0.74894, "time": 0.90443}
{"mode": "train", "epoch": 7, "iter": 750, "lr": 0.0002, "memory": 5835, "data_time": 0.0247, "loss_rpn_cls": 0.02635, "loss_rpn_bbox": 0.04865, "loss_cls": 0.21173, "acc": 92.6687, "loss_bbox": 0.24238, "loss_mask": 0.23973, "loss": 0.76884, "time": 0.91672}
{"mode": "train", "epoch": 7, "iter": 800, "lr": 0.0002, "memory": 5835, "data_time": 0.02101, "loss_rpn_cls": 0.02773, "loss_rpn_bbox": 0.0524, "loss_cls": 0.22051, "acc": 92.41626, "loss_bbox": 0.24774, "loss_mask": 0.24778, "loss": 0.79616, "time": 0.95924}
{"mode": "train", "epoch": 7, "iter": 850, "lr": 0.0002, "memory": 5835, "data_time": 0.02484, "loss_rpn_cls": 0.02704, "loss_rpn_bbox": 0.04869, "loss_cls": 0.21024, "acc": 92.78833, "loss_bbox": 0.23368, "loss_mask": 0.24201, "loss": 0.76166, "time": 0.9301}
{"mode": "train", "epoch": 7, "iter": 900, "lr": 0.0002, "memory": 5835, "data_time": 0.02625, "loss_rpn_cls": 0.02393, "loss_rpn_bbox": 0.0458, "loss_cls": 0.194, "acc": 93.26123, "loss_bbox": 0.22997, "loss_mask": 0.23121, "loss": 0.72491, "time": 0.91103}
{"mode": "train", "epoch": 7, "iter": 950, "lr": 0.0002, "memory": 5835, "data_time": 0.02176, "loss_rpn_cls": 0.02585, "loss_rpn_bbox": 0.04875, "loss_cls": 0.2092, "acc": 92.64795, "loss_bbox": 0.24793, "loss_mask": 0.24133, "loss": 0.77306, "time": 0.9359}
{"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.0002, "memory": 5835, "data_time": 0.02316, "loss_rpn_cls": 0.02503, "loss_rpn_bbox": 0.04984, "loss_cls": 0.21017, "acc": 92.46924, "loss_bbox": 0.24906, "loss_mask": 0.24087, "loss": 0.77497, "time": 0.93373}
{"mode": "train", "epoch": 7, "iter": 1050, "lr": 0.0002, "memory": 5835, "data_time": 0.02577, "loss_rpn_cls": 0.02387, "loss_rpn_bbox": 0.04544, "loss_cls": 0.19974, "acc": 93.02563, "loss_bbox": 0.23727, "loss_mask": 0.24223, "loss": 0.74854, "time": 0.91447}
{"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.0002, "memory": 5835, "data_time": 0.02466, "loss_rpn_cls": 0.02579, "loss_rpn_bbox": 0.04772, "loss_cls": 0.19796, "acc": 93.12695, "loss_bbox": 0.23179, "loss_mask": 0.23763, "loss": 0.74089, "time": 0.88925}
{"mode": "train", "epoch": 7, "iter": 1150, "lr": 0.0002, "memory": 5835, "data_time": 0.03035, "loss_rpn_cls": 0.02594, "loss_rpn_bbox": 0.0492, "loss_cls": 0.22061, "acc": 92.62891, "loss_bbox": 0.24566, "loss_mask": 0.24005, "loss": 0.78146, "time": 0.93388}
{"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.0002, "memory": 5835, "data_time": 0.02229, "loss_rpn_cls": 0.02432, "loss_rpn_bbox": 0.04588, "loss_cls": 0.20226, "acc": 93.02759, "loss_bbox": 0.22954, "loss_mask": 0.23339, "loss": 0.73539, "time": 0.88505}
{"mode": "train", "epoch": 7, "iter": 1250, "lr": 0.0002, "memory": 5835, "data_time": 0.02221, "loss_rpn_cls": 0.0252, "loss_rpn_bbox": 0.04856, "loss_cls": 0.21197, "acc": 92.67798, "loss_bbox": 0.23495, "loss_mask": 0.23986, "loss": 0.76055, "time": 0.89868}
{"mode": "train", "epoch": 7, "iter": 1300, "lr": 0.0002, "memory": 5835, "data_time": 0.02404, "loss_rpn_cls": 0.02709, "loss_rpn_bbox": 0.04858, "loss_cls": 0.20267, "acc": 92.99585, "loss_bbox": 0.23491, "loss_mask": 0.2412, "loss": 0.75445, "time": 0.91459}
{"mode": "train", "epoch": 7, "iter": 1350, "lr": 0.0002, "memory": 5835, "data_time": 0.0248, "loss_rpn_cls": 0.02693, "loss_rpn_bbox": 0.04842, "loss_cls": 0.21361, "acc": 92.67334, "loss_bbox": 0.24356, "loss_mask": 0.24586, "loss": 0.77838, "time": 0.93508}
{"mode": "train", "epoch": 7, "iter": 1400, "lr": 0.0002, "memory": 5835, "data_time": 0.02474, "loss_rpn_cls": 0.02619, "loss_rpn_bbox": 0.04725, "loss_cls": 0.20171, "acc": 92.99438, "loss_bbox": 0.22844, "loss_mask": 0.23714, "loss": 0.74074, "time": 0.89359}
{"mode": "train", "epoch": 7, "iter": 1450, "lr": 0.0002, "memory": 5835, "data_time": 0.02654, "loss_rpn_cls": 0.02484, "loss_rpn_bbox": 0.04594, "loss_cls": 0.20852, "acc": 92.89014, "loss_bbox": 0.23656, "loss_mask": 0.23241, "loss": 0.74827, "time": 0.92486}
{"mode": "train", "epoch": 7, "iter": 1500, "lr": 0.0002, "memory": 5835, "data_time": 0.02265, "loss_rpn_cls": 0.02566, "loss_rpn_bbox": 0.04751, "loss_cls": 0.21672, "acc": 92.55078, "loss_bbox": 0.24008, "loss_mask": 0.24042, "loss": 0.7704, "time": 0.91653}
{"mode": "train", "epoch": 7, "iter": 1550, "lr": 0.0002, "memory": 5835, "data_time": 0.02149, "loss_rpn_cls": 0.02415, "loss_rpn_bbox": 0.04454, "loss_cls": 0.20081, "acc": 93.09473, "loss_bbox": 0.22388, "loss_mask": 0.23833, "loss": 0.7317, "time": 0.90145}
{"mode": "train", "epoch": 7, "iter": 1600, "lr": 0.0002, "memory": 5835, "data_time": 0.02417, "loss_rpn_cls": 0.02559, "loss_rpn_bbox": 0.04718, "loss_cls": 0.20162, "acc": 93.05298, "loss_bbox": 0.23094, "loss_mask": 0.23466, "loss": 0.73999, "time": 0.88897}
{"mode": "train", "epoch": 7, "iter": 1650, "lr": 0.0002, "memory": 5835, "data_time": 0.02618, "loss_rpn_cls": 0.02785, "loss_rpn_bbox": 0.04999, "loss_cls": 0.21675, "acc": 92.48389, "loss_bbox": 0.24703, "loss_mask": 0.24104, "loss": 0.78267, "time": 0.91496}
{"mode": "train", "epoch": 7, "iter": 1700, "lr": 0.0002, "memory": 5835, "data_time": 0.02322, "loss_rpn_cls": 0.02547, "loss_rpn_bbox": 0.04621, "loss_cls": 0.20807, "acc": 92.87256, "loss_bbox": 0.23626, "loss_mask": 0.23756, "loss": 0.75356, "time": 0.92677}
{"mode": "train", "epoch": 7, "iter": 1750, "lr": 0.0002, "memory": 5835, "data_time": 0.02849, "loss_rpn_cls": 0.02487, "loss_rpn_bbox": 0.04737, "loss_cls": 0.20769, "acc": 92.8667, "loss_bbox": 0.23315, "loss_mask": 0.23883, "loss": 0.75191, "time": 0.92485}
{"mode": "train", "epoch": 7, "iter": 1800, "lr": 0.0002, "memory": 5835, "data_time": 0.02478, "loss_rpn_cls": 0.0264, "loss_rpn_bbox": 0.0496, "loss_cls": 0.21468, "acc": 92.54565, "loss_bbox": 0.24545, "loss_mask": 0.23998, "loss": 0.7761, "time": 0.90662}
{"mode": "train", "epoch": 7, "iter": 1850, "lr": 0.0002, "memory": 5835, "data_time": 0.02813, "loss_rpn_cls": 0.02642, "loss_rpn_bbox": 0.04768, "loss_cls": 0.20663, "acc": 92.77026, "loss_bbox": 0.23353, "loss_mask": 0.23879, "loss": 0.75305, "time": 0.89377}
{"mode": "train", "epoch": 7, "iter": 1900, "lr": 0.0002, "memory": 5835, "data_time": 0.02349, "loss_rpn_cls": 0.02416, "loss_rpn_bbox": 0.04381, "loss_cls": 0.20576, "acc": 92.90649, "loss_bbox": 0.23549, "loss_mask": 0.23823, "loss": 0.74745, "time": 0.90746}
{"mode": "train", "epoch": 7, "iter": 1950, "lr": 0.0002, "memory": 5835, "data_time": 0.02431, "loss_rpn_cls": 0.02438, "loss_rpn_bbox": 0.04409, "loss_cls": 0.19553, "acc": 93.34033, "loss_bbox": 0.22475, "loss_mask": 0.23671, "loss": 0.72546, "time": 0.8983}
{"mode": "train", "epoch": 7, "iter": 2000, "lr": 0.0002, "memory": 5835, "data_time": 0.0239, "loss_rpn_cls": 0.02384, "loss_rpn_bbox": 0.04288, "loss_cls": 0.20211, "acc": 93.18579, "loss_bbox": 0.22476, "loss_mask": 0.23447, "loss": 0.72806, "time": 0.89155}
{"mode": "train", "epoch": 7, "iter": 2050, "lr": 0.0002, "memory": 5835, "data_time": 0.0294, "loss_rpn_cls": 0.02609, "loss_rpn_bbox": 0.04788, "loss_cls": 0.20975, "acc": 92.87695, "loss_bbox": 0.23352, "loss_mask": 0.23846, "loss": 0.75571, "time": 0.89856}
{"mode": "train", "epoch": 7, "iter": 2100, "lr": 0.0002, "memory": 5835, "data_time": 0.02472, "loss_rpn_cls": 0.02856, "loss_rpn_bbox": 0.04914, "loss_cls": 0.21173, "acc": 92.8374, "loss_bbox": 0.23709, "loss_mask": 0.24038, "loss": 0.7669, "time": 0.90847}
{"mode": "train", "epoch": 7, "iter": 2150, "lr": 0.0002, "memory": 5835, "data_time": 0.02555, "loss_rpn_cls": 0.02812, "loss_rpn_bbox": 0.04895, "loss_cls": 0.20795, "acc": 92.93848, "loss_bbox": 0.23873, "loss_mask": 0.24374, "loss": 0.76749, "time": 0.96139}
{"mode": "train", "epoch": 7, "iter": 2200, "lr": 0.0002, "memory": 5835, "data_time": 0.02866, "loss_rpn_cls": 0.02522, "loss_rpn_bbox": 0.04791, "loss_cls": 0.2123, "acc": 92.66772, "loss_bbox": 0.24053, "loss_mask": 0.24027, "loss": 0.76624, "time": 0.89714}
{"mode": "train", "epoch": 7, "iter": 2250, "lr": 0.0002, "memory": 5835, "data_time": 0.02702, "loss_rpn_cls": 0.02653, "loss_rpn_bbox": 0.04579, "loss_cls": 0.21619, "acc": 92.61841, "loss_bbox": 0.2426, "loss_mask": 0.23891, "loss": 0.77002, "time": 0.93191}
{"mode": "train", "epoch": 7, "iter": 2300, "lr": 0.0002, "memory": 5835, "data_time": 0.02786, "loss_rpn_cls": 0.02918, "loss_rpn_bbox": 0.05197, "loss_cls": 0.21526, "acc": 92.35791, "loss_bbox": 0.25061, "loss_mask": 0.24389, "loss": 0.79091, "time": 0.94521}
{"mode": "train", "epoch": 7, "iter": 2350, "lr": 0.0002, "memory": 5835, "data_time": 0.026, "loss_rpn_cls": 0.02974, "loss_rpn_bbox": 0.04983, "loss_cls": 0.2128, "acc": 92.80371, "loss_bbox": 0.23437, "loss_mask": 0.2428, "loss": 0.76954, "time": 0.94518}
{"mode": "train", "epoch": 7, "iter": 2400, "lr": 0.0002, "memory": 5835, "data_time": 0.02763, "loss_rpn_cls": 0.02792, "loss_rpn_bbox": 0.05201, "loss_cls": 0.2238, "acc": 92.28516, "loss_bbox": 0.25228, "loss_mask": 0.25155, "loss": 0.80756, "time": 0.8954}
{"mode": "train", "epoch": 7, "iter": 2450, "lr": 0.0002, "memory": 5835, "data_time": 0.02656, "loss_rpn_cls": 0.0248, "loss_rpn_bbox": 0.04853, "loss_cls": 0.20654, "acc": 92.8042, "loss_bbox": 0.24121, "loss_mask": 0.24446, "loss": 0.76554, "time": 0.91464}
{"mode": "train", "epoch": 7, "iter": 2500, "lr": 0.0002, "memory": 5835, "data_time": 0.02982, "loss_rpn_cls": 0.02675, "loss_rpn_bbox": 0.04428, "loss_cls": 0.20866, "acc": 92.83008, "loss_bbox": 0.23757, "loss_mask": 0.23722, "loss": 0.75448, "time": 0.90311}
{"mode": "train", "epoch": 7, "iter": 2550, "lr": 0.0002, "memory": 5835, "data_time": 0.02205, "loss_rpn_cls": 0.02353, "loss_rpn_bbox": 0.04499, "loss_cls": 0.19915, "acc": 93.01636, "loss_bbox": 0.23301, "loss_mask": 0.23559, "loss": 0.73627, "time": 0.96783}
{"mode": "train", "epoch": 7, "iter": 2600, "lr": 0.0002, "memory": 5835, "data_time": 0.02748, "loss_rpn_cls": 0.02877, "loss_rpn_bbox": 0.04856, "loss_cls": 0.2208, "acc": 92.30542, "loss_bbox": 0.24969, "loss_mask": 0.24245, "loss": 0.79027, "time": 0.90875}
{"mode": "train", "epoch": 7, "iter": 2650, "lr": 0.0002, "memory": 5835, "data_time": 0.02065, "loss_rpn_cls": 0.02513, "loss_rpn_bbox": 0.04698, "loss_cls": 0.20348, "acc": 92.99683, "loss_bbox": 0.2336, "loss_mask": 0.24324, "loss": 0.75242, "time": 0.91584}
{"mode": "train", "epoch": 7, "iter": 2700, "lr": 0.0002, "memory": 5835, "data_time": 0.02502, "loss_rpn_cls": 0.02695, "loss_rpn_bbox": 0.04946, "loss_cls": 0.21061, "acc": 92.87305, "loss_bbox": 0.241, "loss_mask": 0.24814, "loss": 0.77617, "time": 0.90777}
{"mode": "train", "epoch": 7, "iter": 2750, "lr": 0.0002, "memory": 5835, "data_time": 0.02359, "loss_rpn_cls": 0.02704, "loss_rpn_bbox": 0.04657, "loss_cls": 0.21156, "acc": 92.68555, "loss_bbox": 0.24324, "loss_mask": 0.24008, "loss": 0.76849, "time": 0.9398}
{"mode": "train", "epoch": 7, "iter": 2800, "lr": 0.0002, "memory": 5835, "data_time": 0.02711, "loss_rpn_cls": 0.02895, "loss_rpn_bbox": 0.04931, "loss_cls": 0.22248, "acc": 92.40112, "loss_bbox": 0.24385, "loss_mask": 0.24691, "loss": 0.79151, "time": 0.91198}
{"mode": "train", "epoch": 7, "iter": 2850, "lr": 0.0002, "memory": 5835, "data_time": 0.02344, "loss_rpn_cls": 0.025, "loss_rpn_bbox": 0.04563, "loss_cls": 0.20838, "acc": 92.97437, "loss_bbox": 0.23106, "loss_mask": 0.23351, "loss": 0.74358, "time": 0.8839}
{"mode": "train", "epoch": 7, "iter": 2900, "lr": 0.0002, "memory": 5835, "data_time": 0.02451, "loss_rpn_cls": 0.02914, "loss_rpn_bbox": 0.05177, "loss_cls": 0.22014, "acc": 92.43896, "loss_bbox": 0.25011, "loss_mask": 0.24191, "loss": 0.79307, "time": 0.90291}
{"mode": "train", "epoch": 7, "iter": 2950, "lr": 0.0002, "memory": 5835, "data_time": 0.02691, "loss_rpn_cls": 0.02752, "loss_rpn_bbox": 0.04759, "loss_cls": 0.21486, "acc": 92.66748, "loss_bbox": 0.24003, "loss_mask": 0.23939, "loss": 0.76938, "time": 0.93976}
{"mode": "train", "epoch": 7, "iter": 3000, "lr": 0.0002, "memory": 5835, "data_time": 0.0265, "loss_rpn_cls": 0.0271, "loss_rpn_bbox": 0.05138, "loss_cls": 0.22308, "acc": 92.40332, "loss_bbox": 0.24745, "loss_mask": 0.24156, "loss": 0.79057, "time": 0.93671}
{"mode": "train", "epoch": 7, "iter": 3050, "lr": 0.0002, "memory": 5835, "data_time": 0.0231, "loss_rpn_cls": 0.0263, "loss_rpn_bbox": 0.04809, "loss_cls": 0.20888, "acc": 92.75952, "loss_bbox": 0.23913, "loss_mask": 0.24072, "loss": 0.76311, "time": 0.96992}
{"mode": "train", "epoch": 7, "iter": 3100, "lr": 0.0002, "memory": 5835, "data_time": 0.02583, "loss_rpn_cls": 0.02542, "loss_rpn_bbox": 0.0471, "loss_cls": 0.20303, "acc": 93.09253, "loss_bbox": 0.23497, "loss_mask": 0.24122, "loss": 0.75175, "time": 0.89976}
{"mode": "train", "epoch": 7, "iter": 3150, "lr": 0.0002, "memory": 5835, "data_time": 0.02869, "loss_rpn_cls": 0.0298, "loss_rpn_bbox": 0.05156, "loss_cls": 0.222, "acc": 92.39941, "loss_bbox": 0.25036, "loss_mask": 0.24508, "loss": 0.7988, "time": 0.91086}
{"mode": "train", "epoch": 7, "iter": 3200, "lr": 0.0002, "memory": 5835, "data_time": 0.02223, "loss_rpn_cls": 0.02798, "loss_rpn_bbox": 0.04833, "loss_cls": 0.21436, "acc": 92.72729, "loss_bbox": 0.24496, "loss_mask": 0.24259, "loss": 0.77823, "time": 0.92039}
{"mode": "train", "epoch": 7, "iter": 3250, "lr": 0.0002, "memory": 5835, "data_time": 0.02361, "loss_rpn_cls": 0.02689, "loss_rpn_bbox": 0.04637, "loss_cls": 0.20821, "acc": 92.85376, "loss_bbox": 0.23455, "loss_mask": 0.23461, "loss": 0.75062, "time": 0.91436}
{"mode": "train", "epoch": 7, "iter": 3300, "lr": 0.0002, "memory": 5835, "data_time": 0.02391, "loss_rpn_cls": 0.02428, "loss_rpn_bbox": 0.04467, "loss_cls": 0.21339, "acc": 92.7356, "loss_bbox": 0.23668, "loss_mask": 0.24121, "loss": 0.76024, "time": 0.9028}
{"mode": "train", "epoch": 7, "iter": 3350, "lr": 0.0002, "memory": 5835, "data_time": 0.0231, "loss_rpn_cls": 0.02423, "loss_rpn_bbox": 0.04447, "loss_cls": 0.20268, "acc": 93.04492, "loss_bbox": 0.23039, "loss_mask": 0.23692, "loss": 0.73868, "time": 0.89569}
{"mode": "train", "epoch": 7, "iter": 3400, "lr": 0.0002, "memory": 5835, "data_time": 0.02694, "loss_rpn_cls": 0.02682, "loss_rpn_bbox": 0.04667, "loss_cls": 0.21664, "acc": 92.60498, "loss_bbox": 0.24465, "loss_mask": 0.24155, "loss": 0.77634, "time": 0.96999}
{"mode": "train", "epoch": 7, "iter": 3450, "lr": 0.0002, "memory": 5835, "data_time": 0.02486, "loss_rpn_cls": 0.0267, "loss_rpn_bbox": 0.04889, "loss_cls": 0.21301, "acc": 92.7229, "loss_bbox": 0.24193, "loss_mask": 0.24071, "loss": 0.77124, "time": 0.93332}
{"mode": "train", "epoch": 7, "iter": 3500, "lr": 0.0002, "memory": 5835, "data_time": 0.02383, "loss_rpn_cls": 0.02356, "loss_rpn_bbox": 0.0442, "loss_cls": 0.20639, "acc": 92.875, "loss_bbox": 0.2305, "loss_mask": 0.2378, "loss": 0.74245, "time": 0.91824}
{"mode": "train", "epoch": 7, "iter": 3550, "lr": 0.0002, "memory": 5835, "data_time": 0.027, "loss_rpn_cls": 0.02457, "loss_rpn_bbox": 0.04535, "loss_cls": 0.21177, "acc": 92.83179, "loss_bbox": 0.23572, "loss_mask": 0.24098, "loss": 0.75839, "time": 0.916}
{"mode": "train", "epoch": 7, "iter": 3600, "lr": 0.0002, "memory": 5835, "data_time": 0.02604, "loss_rpn_cls": 0.02693, "loss_rpn_bbox": 0.04844, "loss_cls": 0.2144, "acc": 92.63916, "loss_bbox": 0.24222, "loss_mask": 0.23729, "loss": 0.76928, "time": 0.90939}
{"mode": "train", "epoch": 7, "iter": 3650, "lr": 0.0002, "memory": 5835, "data_time": 0.0245, "loss_rpn_cls": 0.02672, "loss_rpn_bbox": 0.04685, "loss_cls": 0.21164, "acc": 92.74194, "loss_bbox": 0.2381, "loss_mask": 0.24789, "loss": 0.7712, "time": 0.926}
{"mode": "train", "epoch": 7, "iter": 3700, "lr": 0.0002, "memory": 5835, "data_time": 0.02477, "loss_rpn_cls": 0.02712, "loss_rpn_bbox": 0.04549, "loss_cls": 0.20586, "acc": 92.94702, "loss_bbox": 0.23568, "loss_mask": 0.23567, "loss": 0.74982, "time": 0.92327}
{"mode": "train", "epoch": 7, "iter": 3750, "lr": 0.0002, "memory": 5835, "data_time": 0.02352, "loss_rpn_cls": 0.02657, "loss_rpn_bbox": 0.04838, "loss_cls": 0.2134, "acc": 92.72461, "loss_bbox": 0.24085, "loss_mask": 0.24459, "loss": 0.7738, "time": 0.93303}
{"mode": "train", "epoch": 7, "iter": 3800, "lr": 0.0002, "memory": 5835, "data_time": 0.02519, "loss_rpn_cls": 0.03102, "loss_rpn_bbox": 0.05126, "loss_cls": 0.21637, "acc": 92.44995, "loss_bbox": 0.24866, "loss_mask": 0.24205, "loss": 0.78936, "time": 0.90563}
{"mode": "train", "epoch": 7, "iter": 3850, "lr": 0.0002, "memory": 5835, "data_time": 0.0223, "loss_rpn_cls": 0.02318, "loss_rpn_bbox": 0.0449, "loss_cls": 0.21069, "acc": 92.66919, "loss_bbox": 0.23512, "loss_mask": 0.24202, "loss": 0.75591, "time": 0.89671}
{"mode": "train", "epoch": 7, "iter": 3900, "lr": 0.0002, "memory": 5835, "data_time": 0.02378, "loss_rpn_cls": 0.02527, "loss_rpn_bbox": 0.04447, "loss_cls": 0.22065, "acc": 92.34399, "loss_bbox": 0.24607, "loss_mask": 0.24078, "loss": 0.77724, "time": 0.90371}
{"mode": "train", "epoch": 7, "iter": 3950, "lr": 0.0002, "memory": 5835, "data_time": 0.02266, "loss_rpn_cls": 0.02738, "loss_rpn_bbox": 0.04653, "loss_cls": 0.21465, "acc": 92.68945, "loss_bbox": 0.23908, "loss_mask": 0.24419, "loss": 0.77183, "time": 0.90124}
{"mode": "train", "epoch": 7, "iter": 4000, "lr": 0.0002, "memory": 5835, "data_time": 0.02444, "loss_rpn_cls": 0.02672, "loss_rpn_bbox": 0.04577, "loss_cls": 0.20209, "acc": 93.05933, "loss_bbox": 0.23193, "loss_mask": 0.24304, "loss": 0.74955, "time": 0.89172}
{"mode": "train", "epoch": 7, "iter": 4050, "lr": 0.0002, "memory": 5835, "data_time": 0.02713, "loss_rpn_cls": 0.02898, "loss_rpn_bbox": 0.0503, "loss_cls": 0.21959, "acc": 92.50024, "loss_bbox": 0.2423, "loss_mask": 0.23766, "loss": 0.77883, "time": 0.8985}
{"mode": "train", "epoch": 7, "iter": 4100, "lr": 0.0002, "memory": 5835, "data_time": 0.02972, "loss_rpn_cls": 0.02653, "loss_rpn_bbox": 0.04667, "loss_cls": 0.20967, "acc": 92.77881, "loss_bbox": 0.23434, "loss_mask": 0.23945, "loss": 0.75666, "time": 0.92691}
{"mode": "train", "epoch": 7, "iter": 4150, "lr": 0.0002, "memory": 5835, "data_time": 0.02532, "loss_rpn_cls": 0.02863, "loss_rpn_bbox": 0.04859, "loss_cls": 0.21562, "acc": 92.49023, "loss_bbox": 0.24031, "loss_mask": 0.2474, "loss": 0.78056, "time": 0.9226}
{"mode": "train", "epoch": 7, "iter": 4200, "lr": 0.0002, "memory": 5835, "data_time": 0.02456, "loss_rpn_cls": 0.02691, "loss_rpn_bbox": 0.04824, "loss_cls": 0.20989, "acc": 92.79224, "loss_bbox": 0.23875, "loss_mask": 0.24743, "loss": 0.77122, "time": 0.92113}
{"mode": "train", "epoch": 7, "iter": 4250, "lr": 0.0002, "memory": 5835, "data_time": 0.02458, "loss_rpn_cls": 0.02506, "loss_rpn_bbox": 0.0449, "loss_cls": 0.2093, "acc": 92.75928, "loss_bbox": 0.24032, "loss_mask": 0.24519, "loss": 0.76477, "time": 0.92956}
{"mode": "train", "epoch": 7, "iter": 4300, "lr": 0.0002, "memory": 5835, "data_time": 0.03015, "loss_rpn_cls": 0.02768, "loss_rpn_bbox": 0.04753, "loss_cls": 0.21316, "acc": 92.77173, "loss_bbox": 0.23876, "loss_mask": 0.23888, "loss": 0.76602, "time": 0.90429}
{"mode": "train", "epoch": 7, "iter": 4350, "lr": 0.0002, "memory": 5835, "data_time": 0.02485, "loss_rpn_cls": 0.02661, "loss_rpn_bbox": 0.04564, "loss_cls": 0.20513, "acc": 92.96655, "loss_bbox": 0.23135, "loss_mask": 0.23497, "loss": 0.74371, "time": 0.90827}
{"mode": "train", "epoch": 7, "iter": 4400, "lr": 0.0002, "memory": 5835, "data_time": 0.02625, "loss_rpn_cls": 0.02997, "loss_rpn_bbox": 0.05198, "loss_cls": 0.22067, "acc": 92.39233, "loss_bbox": 0.25052, "loss_mask": 0.24291, "loss": 0.79605, "time": 0.9552}
{"mode": "train", "epoch": 7, "iter": 4450, "lr": 0.0002, "memory": 5835, "data_time": 0.02832, "loss_rpn_cls": 0.02614, "loss_rpn_bbox": 0.04835, "loss_cls": 0.2136, "acc": 92.54712, "loss_bbox": 0.24268, "loss_mask": 0.24428, "loss": 0.77504, "time": 0.91624}
{"mode": "train", "epoch": 7, "iter": 4500, "lr": 0.0002, "memory": 5835, "data_time": 0.02632, "loss_rpn_cls": 0.02801, "loss_rpn_bbox": 0.05065, "loss_cls": 0.22124, "acc": 92.46606, "loss_bbox": 0.24623, "loss_mask": 0.24552, "loss": 0.79164, "time": 0.90953}
{"mode": "train", "epoch": 7, "iter": 4550, "lr": 0.0002, "memory": 5835, "data_time": 0.02299, "loss_rpn_cls": 0.02343, "loss_rpn_bbox": 0.04572, "loss_cls": 0.20505, "acc": 92.96118, "loss_bbox": 0.2338, "loss_mask": 0.23294, "loss": 0.74094, "time": 0.91464}
{"mode": "train", "epoch": 7, "iter": 4600, "lr": 0.0002, "memory": 5835, "data_time": 0.02658, "loss_rpn_cls": 0.02793, "loss_rpn_bbox": 0.04656, "loss_cls": 0.21542, "acc": 92.60938, "loss_bbox": 0.23954, "loss_mask": 0.23834, "loss": 0.76779, "time": 0.91603}
{"mode": "train", "epoch": 7, "iter": 4650, "lr": 0.0002, "memory": 5835, "data_time": 0.03011, "loss_rpn_cls": 0.02883, "loss_rpn_bbox": 0.04709, "loss_cls": 0.22544, "acc": 92.46655, "loss_bbox": 0.24316, "loss_mask": 0.24944, "loss": 0.79396, "time": 0.90688}
{"mode": "train", "epoch": 7, "iter": 4700, "lr": 0.0002, "memory": 5835, "data_time": 0.02345, "loss_rpn_cls": 0.02802, "loss_rpn_bbox": 0.04867, "loss_cls": 0.22113, "acc": 92.49438, "loss_bbox": 0.24907, "loss_mask": 0.24541, "loss": 0.7923, "time": 0.91626}
{"mode": "train", "epoch": 7, "iter": 4750, "lr": 0.0002, "memory": 5835, "data_time": 0.03091, "loss_rpn_cls": 0.02795, "loss_rpn_bbox": 0.04974, "loss_cls": 0.21675, "acc": 92.48926, "loss_bbox": 0.24712, "loss_mask": 0.23974, "loss": 0.7813, "time": 0.93452}
{"mode": "train", "epoch": 7, "iter": 4800, "lr": 0.0002, "memory": 5835, "data_time": 0.02459, "loss_rpn_cls": 0.02652, "loss_rpn_bbox": 0.04484, "loss_cls": 0.21192, "acc": 92.78906, "loss_bbox": 0.23681, "loss_mask": 0.2405, "loss": 0.76059, "time": 0.87087}
{"mode": "train", "epoch": 7, "iter": 4850, "lr": 0.0002, "memory": 5835, "data_time": 0.02272, "loss_rpn_cls": 0.02448, "loss_rpn_bbox": 0.04442, "loss_cls": 0.20396, "acc": 93.14966, "loss_bbox": 0.22593, "loss_mask": 0.23756, "loss": 0.73634, "time": 0.90851}
{"mode": "train", "epoch": 7, "iter": 4900, "lr": 0.0002, "memory": 5835, "data_time": 0.02391, "loss_rpn_cls": 0.02896, "loss_rpn_bbox": 0.04896, "loss_cls": 0.21595, "acc": 92.64478, "loss_bbox": 0.24074, "loss_mask": 0.24332, "loss": 0.77794, "time": 0.94682}
{"mode": "train", "epoch": 7, "iter": 4950, "lr": 0.0002, "memory": 5835, "data_time": 0.02739, "loss_rpn_cls": 0.02778, "loss_rpn_bbox": 0.04878, "loss_cls": 0.2217, "acc": 92.39429, "loss_bbox": 0.24755, "loss_mask": 0.23876, "loss": 0.78456, "time": 0.97424}
{"mode": "train", "epoch": 7, "iter": 5000, "lr": 0.0002, "memory": 5835, "data_time": 0.02568, "loss_rpn_cls": 0.0272, "loss_rpn_bbox": 0.04743, "loss_cls": 0.21615, "acc": 92.71216, "loss_bbox": 0.24311, "loss_mask": 0.24466, "loss": 0.77854, "time": 0.90059}
{"mode": "train", "epoch": 7, "iter": 5050, "lr": 0.0002, "memory": 5835, "data_time": 0.02354, "loss_rpn_cls": 0.02728, "loss_rpn_bbox": 0.04665, "loss_cls": 0.21461, "acc": 92.57373, "loss_bbox": 0.24052, "loss_mask": 0.24041, "loss": 0.76947, "time": 0.87741}
{"mode": "train", "epoch": 7, "iter": 5100, "lr": 0.0002, "memory": 5835, "data_time": 0.03088, "loss_rpn_cls": 0.02877, "loss_rpn_bbox": 0.04988, "loss_cls": 0.22135, "acc": 92.49487, "loss_bbox": 0.24406, "loss_mask": 0.24368, "loss": 0.78774, "time": 0.90442}
{"mode": "train", "epoch": 7, "iter": 5150, "lr": 0.0002, "memory": 5835, "data_time": 0.02618, "loss_rpn_cls": 0.02837, "loss_rpn_bbox": 0.04667, "loss_cls": 0.22085, "acc": 92.62915, "loss_bbox": 0.24207, "loss_mask": 0.23803, "loss": 0.77599, "time": 0.90699}
{"mode": "train", "epoch": 7, "iter": 5200, "lr": 0.0002, "memory": 5835, "data_time": 0.02394, "loss_rpn_cls": 0.02638, "loss_rpn_bbox": 0.04602, "loss_cls": 0.2152, "acc": 92.65015, "loss_bbox": 0.23954, "loss_mask": 0.23771, "loss": 0.76486, "time": 0.95715}
{"mode": "train", "epoch": 7, "iter": 5250, "lr": 0.0002, "memory": 5835, "data_time": 0.02427, "loss_rpn_cls": 0.02685, "loss_rpn_bbox": 0.0451, "loss_cls": 0.2069, "acc": 93.021, "loss_bbox": 0.23003, "loss_mask": 0.241, "loss": 0.74987, "time": 0.89034}
{"mode": "train", "epoch": 7, "iter": 5300, "lr": 0.0002, "memory": 5835, "data_time": 0.0306, "loss_rpn_cls": 0.02537, "loss_rpn_bbox": 0.04506, "loss_cls": 0.21581, "acc": 92.77979, "loss_bbox": 0.22967, "loss_mask": 0.23899, "loss": 0.7549, "time": 0.86936}
{"mode": "train", "epoch": 7, "iter": 5350, "lr": 0.0002, "memory": 5835, "data_time": 0.02492, "loss_rpn_cls": 0.02747, "loss_rpn_bbox": 0.04918, "loss_cls": 0.21513, "acc": 92.75269, "loss_bbox": 0.2374, "loss_mask": 0.24669, "loss": 0.77587, "time": 0.90322}
{"mode": "train", "epoch": 7, "iter": 5400, "lr": 0.0002, "memory": 5835, "data_time": 0.02743, "loss_rpn_cls": 0.02931, "loss_rpn_bbox": 0.04899, "loss_cls": 0.22154, "acc": 92.49219, "loss_bbox": 0.24494, "loss_mask": 0.24644, "loss": 0.79122, "time": 0.91063}
{"mode": "train", "epoch": 7, "iter": 5450, "lr": 0.0002, "memory": 5835, "data_time": 0.02492, "loss_rpn_cls": 0.02581, "loss_rpn_bbox": 0.04762, "loss_cls": 0.21781, "acc": 92.64209, "loss_bbox": 0.24102, "loss_mask": 0.23937, "loss": 0.77162, "time": 0.8855}
{"mode": "train", "epoch": 7, "iter": 5500, "lr": 0.0002, "memory": 5835, "data_time": 0.02831, "loss_rpn_cls": 0.02842, "loss_rpn_bbox": 0.04977, "loss_cls": 0.22025, "acc": 92.50293, "loss_bbox": 0.24869, "loss_mask": 0.24264, "loss": 0.78976, "time": 0.91376}
{"mode": "train", "epoch": 7, "iter": 5550, "lr": 0.0002, "memory": 5835, "data_time": 0.02572, "loss_rpn_cls": 0.02637, "loss_rpn_bbox": 0.04736, "loss_cls": 0.21556, "acc": 92.63354, "loss_bbox": 0.24519, "loss_mask": 0.24611, "loss": 0.78059, "time": 0.92551}
{"mode": "train", "epoch": 7, "iter": 5600, "lr": 0.0002, "memory": 5835, "data_time": 0.02623, "loss_rpn_cls": 0.02629, "loss_rpn_bbox": 0.04661, "loss_cls": 0.21245, "acc": 92.66528, "loss_bbox": 0.23942, "loss_mask": 0.24173, "loss": 0.76649, "time": 0.95788}
{"mode": "train", "epoch": 7, "iter": 5650, "lr": 0.0002, "memory": 5835, "data_time": 0.02386, "loss_rpn_cls": 0.02823, "loss_rpn_bbox": 0.04779, "loss_cls": 0.21483, "acc": 92.67285, "loss_bbox": 0.23575, "loss_mask": 0.24263, "loss": 0.76924, "time": 0.90291}
{"mode": "train", "epoch": 7, "iter": 5700, "lr": 0.0002, "memory": 5835, "data_time": 0.0292, "loss_rpn_cls": 0.02637, "loss_rpn_bbox": 0.04785, "loss_cls": 0.22022, "acc": 92.54639, "loss_bbox": 0.24297, "loss_mask": 0.24174, "loss": 0.77916, "time": 0.94444}
{"mode": "train", "epoch": 7, "iter": 5750, "lr": 0.0002, "memory": 5835, "data_time": 0.02539, "loss_rpn_cls": 0.02637, "loss_rpn_bbox": 0.04597, "loss_cls": 0.2137, "acc": 92.68311, "loss_bbox": 0.24088, "loss_mask": 0.23619, "loss": 0.76312, "time": 0.9223}
{"mode": "train", "epoch": 7, "iter": 5800, "lr": 0.0002, "memory": 5835, "data_time": 0.02301, "loss_rpn_cls": 0.02625, "loss_rpn_bbox": 0.04458, "loss_cls": 0.21013, "acc": 92.72119, "loss_bbox": 0.23621, "loss_mask": 0.23875, "loss": 0.75594, "time": 0.89934}
{"mode": "train", "epoch": 7, "iter": 5850, "lr": 0.0002, "memory": 5835, "data_time": 0.02122, "loss_rpn_cls": 0.02671, "loss_rpn_bbox": 0.04883, "loss_cls": 0.21219, "acc": 92.6687, "loss_bbox": 0.2439, "loss_mask": 0.23977, "loss": 0.7714, "time": 0.92774}
{"mode": "train", "epoch": 7, "iter": 5900, "lr": 0.0002, "memory": 5835, "data_time": 0.02634, "loss_rpn_cls": 0.02827, "loss_rpn_bbox": 0.0472, "loss_cls": 0.21339, "acc": 92.53516, "loss_bbox": 0.24278, "loss_mask": 0.23852, "loss": 0.77017, "time": 0.94462}
{"mode": "train", "epoch": 7, "iter": 5950, "lr": 0.0002, "memory": 5835, "data_time": 0.02201, "loss_rpn_cls": 0.02839, "loss_rpn_bbox": 0.0481, "loss_cls": 0.22154, "acc": 92.62427, "loss_bbox": 0.23998, "loss_mask": 0.24465, "loss": 0.78266, "time": 0.91249}
{"mode": "train", "epoch": 7, "iter": 6000, "lr": 0.0002, "memory": 5835, "data_time": 0.02633, "loss_rpn_cls": 0.02789, "loss_rpn_bbox": 0.04746, "loss_cls": 0.21453, "acc": 92.76636, "loss_bbox": 0.23452, "loss_mask": 0.24038, "loss": 0.76477, "time": 0.90278}
{"mode": "train", "epoch": 7, "iter": 6050, "lr": 0.0002, "memory": 5835, "data_time": 0.02699, "loss_rpn_cls": 0.02802, "loss_rpn_bbox": 0.05019, "loss_cls": 0.21825, "acc": 92.49219, "loss_bbox": 0.24856, "loss_mask": 0.24535, "loss": 0.79036, "time": 0.94762}
{"mode": "train", "epoch": 7, "iter": 6100, "lr": 0.0002, "memory": 5835, "data_time": 0.02157, "loss_rpn_cls": 0.02796, "loss_rpn_bbox": 0.0479, "loss_cls": 0.21755, "acc": 92.71143, "loss_bbox": 0.23741, "loss_mask": 0.24376, "loss": 0.77458, "time": 0.91364}
{"mode": "train", "epoch": 7, "iter": 6150, "lr": 0.0002, "memory": 5835, "data_time": 0.02713, "loss_rpn_cls": 0.02949, "loss_rpn_bbox": 0.05086, "loss_cls": 0.22159, "acc": 92.34961, "loss_bbox": 0.25066, "loss_mask": 0.24682, "loss": 0.79942, "time": 0.95653}
{"mode": "train", "epoch": 7, "iter": 6200, "lr": 0.0002, "memory": 5835, "data_time": 0.02694, "loss_rpn_cls": 0.0261, "loss_rpn_bbox": 0.04582, "loss_cls": 0.21934, "acc": 92.61206, "loss_bbox": 0.23761, "loss_mask": 0.23825, "loss": 0.76713, "time": 0.91427}
{"mode": "train", "epoch": 7, "iter": 6250, "lr": 0.0002, "memory": 5835, "data_time": 0.02613, "loss_rpn_cls": 0.02838, "loss_rpn_bbox": 0.04994, "loss_cls": 0.21975, "acc": 92.61768, "loss_bbox": 0.24862, "loss_mask": 0.25002, "loss": 0.7967, "time": 0.8956}
{"mode": "train", "epoch": 7, "iter": 6300, "lr": 0.0002, "memory": 5835, "data_time": 0.02199, "loss_rpn_cls": 0.0254, "loss_rpn_bbox": 0.04589, "loss_cls": 0.20568, "acc": 92.84668, "loss_bbox": 0.23396, "loss_mask": 0.2345, "loss": 0.74544, "time": 0.92626}
{"mode": "train", "epoch": 7, "iter": 6350, "lr": 0.0002, "memory": 5835, "data_time": 0.02469, "loss_rpn_cls": 0.02961, "loss_rpn_bbox": 0.04968, "loss_cls": 0.22171, "acc": 92.42407, "loss_bbox": 0.25101, "loss_mask": 0.24524, "loss": 0.79725, "time": 0.9508}
{"mode": "train", "epoch": 7, "iter": 6400, "lr": 0.0002, "memory": 5835, "data_time": 0.02511, "loss_rpn_cls": 0.02767, "loss_rpn_bbox": 0.04708, "loss_cls": 0.21598, "acc": 92.57812, "loss_bbox": 0.24552, "loss_mask": 0.241, "loss": 0.77724, "time": 0.9102}
{"mode": "train", "epoch": 7, "iter": 6450, "lr": 0.0002, "memory": 5835, "data_time": 0.02599, "loss_rpn_cls": 0.02877, "loss_rpn_bbox": 0.04836, "loss_cls": 0.2248, "acc": 92.4248, "loss_bbox": 0.24154, "loss_mask": 0.23916, "loss": 0.78263, "time": 0.9012}
{"mode": "train", "epoch": 7, "iter": 6500, "lr": 0.0002, "memory": 5835, "data_time": 0.02546, "loss_rpn_cls": 0.02538, "loss_rpn_bbox": 0.04694, "loss_cls": 0.22163, "acc": 92.42725, "loss_bbox": 0.24417, "loss_mask": 0.24515, "loss": 0.78327, "time": 0.99027}
{"mode": "train", "epoch": 7, "iter": 6550, "lr": 0.0002, "memory": 5835, "data_time": 0.02757, "loss_rpn_cls": 0.03055, "loss_rpn_bbox": 0.05031, "loss_cls": 0.21982, "acc": 92.43945, "loss_bbox": 0.24291, "loss_mask": 0.23833, "loss": 0.78193, "time": 0.90826}
{"mode": "train", "epoch": 7, "iter": 6600, "lr": 0.0002, "memory": 5835, "data_time": 0.02625, "loss_rpn_cls": 0.03084, "loss_rpn_bbox": 0.0502, "loss_cls": 0.2361, "acc": 92.07544, "loss_bbox": 0.25189, "loss_mask": 0.24932, "loss": 0.81835, "time": 0.90702}
{"mode": "train", "epoch": 7, "iter": 6650, "lr": 0.0002, "memory": 5835, "data_time": 0.02426, "loss_rpn_cls": 0.02979, "loss_rpn_bbox": 0.04888, "loss_cls": 0.21783, "acc": 92.52686, "loss_bbox": 0.2441, "loss_mask": 0.24407, "loss": 0.78467, "time": 0.89263}
{"mode": "train", "epoch": 7, "iter": 6700, "lr": 0.0002, "memory": 5835, "data_time": 0.02431, "loss_rpn_cls": 0.02748, "loss_rpn_bbox": 0.04976, "loss_cls": 0.22181, "acc": 92.29053, "loss_bbox": 0.24904, "loss_mask": 0.24267, "loss": 0.79076, "time": 0.91019}
{"mode": "train", "epoch": 7, "iter": 6750, "lr": 0.0002, "memory": 5835, "data_time": 0.03056, "loss_rpn_cls": 0.02829, "loss_rpn_bbox": 0.04929, "loss_cls": 0.2234, "acc": 92.44702, "loss_bbox": 0.24532, "loss_mask": 0.24526, "loss": 0.79156, "time": 0.8998}
{"mode": "train", "epoch": 7, "iter": 6800, "lr": 0.0002, "memory": 5835, "data_time": 0.03259, "loss_rpn_cls": 0.031, "loss_rpn_bbox": 0.05213, "loss_cls": 0.23464, "acc": 91.91504, "loss_bbox": 0.26116, "loss_mask": 0.25077, "loss": 0.8297, "time": 0.91474}
{"mode": "train", "epoch": 7, "iter": 6850, "lr": 0.0002, "memory": 5835, "data_time": 0.0234, "loss_rpn_cls": 0.02631, "loss_rpn_bbox": 0.04462, "loss_cls": 0.21461, "acc": 92.74512, "loss_bbox": 0.2327, "loss_mask": 0.23723, "loss": 0.75547, "time": 0.92762}
{"mode": "train", "epoch": 7, "iter": 6900, "lr": 0.0002, "memory": 5835, "data_time": 0.02565, "loss_rpn_cls": 0.02731, "loss_rpn_bbox": 0.04442, "loss_cls": 0.20752, "acc": 92.82056, "loss_bbox": 0.23522, "loss_mask": 0.24016, "loss": 0.75463, "time": 0.9086}
{"mode": "train", "epoch": 7, "iter": 6950, "lr": 0.0002, "memory": 5835, "data_time": 0.02343, "loss_rpn_cls": 0.02553, "loss_rpn_bbox": 0.04296, "loss_cls": 0.20483, "acc": 93.11792, "loss_bbox": 0.22862, "loss_mask": 0.24065, "loss": 0.74259, "time": 0.90749}
{"mode": "train", "epoch": 7, "iter": 7000, "lr": 0.0002, "memory": 5835, "data_time": 0.02426, "loss_rpn_cls": 0.02664, "loss_rpn_bbox": 0.04594, "loss_cls": 0.20924, "acc": 92.97949, "loss_bbox": 0.2352, "loss_mask": 0.2431, "loss": 0.76013, "time": 0.91539}
{"mode": "train", "epoch": 7, "iter": 7050, "lr": 0.0002, "memory": 5835, "data_time": 0.02909, "loss_rpn_cls": 0.02779, "loss_rpn_bbox": 0.04927, "loss_cls": 0.21748, "acc": 92.68652, "loss_bbox": 0.23755, "loss_mask": 0.23956, "loss": 0.77164, "time": 0.89073}
{"mode": "train", "epoch": 7, "iter": 7100, "lr": 0.0002, "memory": 5835, "data_time": 0.02671, "loss_rpn_cls": 0.02955, "loss_rpn_bbox": 0.04921, "loss_cls": 0.2146, "acc": 92.7793, "loss_bbox": 0.23433, "loss_mask": 0.24306, "loss": 0.77075, "time": 0.90426}
{"mode": "train", "epoch": 7, "iter": 7150, "lr": 0.0002, "memory": 5835, "data_time": 0.02407, "loss_rpn_cls": 0.02967, "loss_rpn_bbox": 0.04736, "loss_cls": 0.22495, "acc": 92.41211, "loss_bbox": 0.24554, "loss_mask": 0.24238, "loss": 0.7899, "time": 0.90947}
{"mode": "train", "epoch": 7, "iter": 7200, "lr": 0.0002, "memory": 5835, "data_time": 0.02716, "loss_rpn_cls": 0.02794, "loss_rpn_bbox": 0.05238, "loss_cls": 0.23065, "acc": 92.20508, "loss_bbox": 0.25798, "loss_mask": 0.24847, "loss": 0.81742, "time": 0.89746}
{"mode": "train", "epoch": 7, "iter": 7250, "lr": 0.0002, "memory": 5835, "data_time": 0.02732, "loss_rpn_cls": 0.03026, "loss_rpn_bbox": 0.04894, "loss_cls": 0.21916, "acc": 92.67773, "loss_bbox": 0.2439, "loss_mask": 0.24311, "loss": 0.78537, "time": 0.92014}
{"mode": "train", "epoch": 7, "iter": 7300, "lr": 0.0002, "memory": 5835, "data_time": 0.02295, "loss_rpn_cls": 0.02612, "loss_rpn_bbox": 0.04573, "loss_cls": 0.2149, "acc": 92.64307, "loss_bbox": 0.24222, "loss_mask": 0.2387, "loss": 0.76767, "time": 0.89837}
{"mode": "val", "epoch": 7, "iter": 625, "lr": 0.0002, "bbox_mAP": 0.3204, "bbox_mAP_50": 0.5245, "bbox_mAP_75": 0.3454, "bbox_mAP_s": 0.1862, "bbox_mAP_m": 0.3542, "bbox_mAP_l": 0.4033, "bbox_mAP_copypaste": "0.3204 0.5245 0.3454 0.1862 0.3542 0.4033", "segm_mAP": 0.3075, "segm_mAP_50": 0.5034, "segm_mAP_75": 0.3262, "segm_mAP_s": 0.1436, "segm_mAP_m": 0.3415, "segm_mAP_l": 0.4375, "segm_mAP_copypaste": "0.3075 0.5034 0.3262 0.1436 0.3415 0.4375"}
{"mode": "train", "epoch": 8, "iter": 50, "lr": 0.0002, "memory": 5835, "data_time": 0.10138, "loss_rpn_cls": 0.02146, "loss_rpn_bbox": 0.04265, "loss_cls": 0.19056, "acc": 93.323, "loss_bbox": 0.22016, "loss_mask": 0.22945, "loss": 0.70428, "time": 0.9874}
{"mode": "train", "epoch": 8, "iter": 100, "lr": 0.0002, "memory": 5835, "data_time": 0.02568, "loss_rpn_cls": 0.02424, "loss_rpn_bbox": 0.04497, "loss_cls": 0.2041, "acc": 93.02295, "loss_bbox": 0.2339, "loss_mask": 0.2305, "loss": 0.73771, "time": 0.90336}
{"mode": "train", "epoch": 8, "iter": 150, "lr": 0.0002, "memory": 5835, "data_time": 0.0246, "loss_rpn_cls": 0.02091, "loss_rpn_bbox": 0.04191, "loss_cls": 0.186, "acc": 93.52246, "loss_bbox": 0.21456, "loss_mask": 0.2252, "loss": 0.68858, "time": 0.90203}
{"mode": "train", "epoch": 8, "iter": 200, "lr": 0.0002, "memory": 5835, "data_time": 0.02731, "loss_rpn_cls": 0.02417, "loss_rpn_bbox": 0.04732, "loss_cls": 0.194, "acc": 93.27393, "loss_bbox": 0.22744, "loss_mask": 0.23566, "loss": 0.72859, "time": 0.9171}
{"mode": "train", "epoch": 8, "iter": 250, "lr": 0.0002, "memory": 5835, "data_time": 0.02561, "loss_rpn_cls": 0.02483, "loss_rpn_bbox": 0.0471, "loss_cls": 0.20253, "acc": 92.81738, "loss_bbox": 0.2359, "loss_mask": 0.23243, "loss": 0.7428, "time": 0.89758}
{"mode": "train", "epoch": 8, "iter": 300, "lr": 0.0002, "memory": 5835, "data_time": 0.03015, "loss_rpn_cls": 0.02444, "loss_rpn_bbox": 0.04968, "loss_cls": 0.20324, "acc": 92.77637, "loss_bbox": 0.23823, "loss_mask": 0.23349, "loss": 0.74909, "time": 0.89201}
{"mode": "train", "epoch": 8, "iter": 350, "lr": 0.0002, "memory": 5836, "data_time": 0.02176, "loss_rpn_cls": 0.02221, "loss_rpn_bbox": 0.04602, "loss_cls": 0.19795, "acc": 93.22656, "loss_bbox": 0.22419, "loss_mask": 0.23876, "loss": 0.72912, "time": 0.90726}
{"mode": "train", "epoch": 8, "iter": 400, "lr": 0.0002, "memory": 5836, "data_time": 0.02483, "loss_rpn_cls": 0.02429, "loss_rpn_bbox": 0.04663, "loss_cls": 0.20038, "acc": 93.04297, "loss_bbox": 0.22841, "loss_mask": 0.23103, "loss": 0.73074, "time": 0.89405}
{"mode": "train", "epoch": 8, "iter": 450, "lr": 0.0002, "memory": 5836, "data_time": 0.02545, "loss_rpn_cls": 0.02237, "loss_rpn_bbox": 0.04154, "loss_cls": 0.19281, "acc": 93.22827, "loss_bbox": 0.22315, "loss_mask": 0.23358, "loss": 0.71346, "time": 0.89946}
{"mode": "train", "epoch": 8, "iter": 500, "lr": 0.0002, "memory": 5836, "data_time": 0.02343, "loss_rpn_cls": 0.02419, "loss_rpn_bbox": 0.04525, "loss_cls": 0.20576, "acc": 92.73438, "loss_bbox": 0.24651, "loss_mask": 0.23293, "loss": 0.75464, "time": 0.92446}
{"mode": "train", "epoch": 8, "iter": 550, "lr": 0.0002, "memory": 5836, "data_time": 0.02708, "loss_rpn_cls": 0.02545, "loss_rpn_bbox": 0.04548, "loss_cls": 0.19944, "acc": 93.13159, "loss_bbox": 0.22381, "loss_mask": 0.23169, "loss": 0.72586, "time": 0.91954}
{"mode": "train", "epoch": 8, "iter": 600, "lr": 0.0002, "memory": 5836, "data_time": 0.02206, "loss_rpn_cls": 0.02479, "loss_rpn_bbox": 0.04282, "loss_cls": 0.19806, "acc": 93.11182, "loss_bbox": 0.22921, "loss_mask": 0.23866, "loss": 0.73354, "time": 0.88286}
{"mode": "train", "epoch": 8, "iter": 650, "lr": 0.0002, "memory": 5836, "data_time": 0.02407, "loss_rpn_cls": 0.02455, "loss_rpn_bbox": 0.04746, "loss_cls": 0.19923, "acc": 93.02319, "loss_bbox": 0.23658, "loss_mask": 0.23584, "loss": 0.74366, "time": 0.90456}
{"mode": "train", "epoch": 8, "iter": 700, "lr": 0.0002, "memory": 5836, "data_time": 0.02278, "loss_rpn_cls": 0.02259, "loss_rpn_bbox": 0.04386, "loss_cls": 0.19898, "acc": 93.10425, "loss_bbox": 0.23055, "loss_mask": 0.23229, "loss": 0.72828, "time": 0.91833}
{"mode": "train", "epoch": 8, "iter": 750, "lr": 0.0002, "memory": 5836, "data_time": 0.025, "loss_rpn_cls": 0.02511, "loss_rpn_bbox": 0.04808, "loss_cls": 0.20208, "acc": 92.81982, "loss_bbox": 0.24087, "loss_mask": 0.23045, "loss": 0.74658, "time": 0.92261}
{"mode": "train", "epoch": 8, "iter": 800, "lr": 0.0002, "memory": 5836, "data_time": 0.02748, "loss_rpn_cls": 0.0225, "loss_rpn_bbox": 0.04499, "loss_cls": 0.19302, "acc": 93.22388, "loss_bbox": 0.22489, "loss_mask": 0.2299, "loss": 0.7153, "time": 0.92856}
{"mode": "train", "epoch": 8, "iter": 850, "lr": 0.0002, "memory": 5836, "data_time": 0.02199, "loss_rpn_cls": 0.02319, "loss_rpn_bbox": 0.04426, "loss_cls": 0.19918, "acc": 93.20142, "loss_bbox": 0.22829, "loss_mask": 0.23514, "loss": 0.73005, "time": 0.90008}
{"mode": "train", "epoch": 8, "iter": 900, "lr": 0.0002, "memory": 5836, "data_time": 0.02429, "loss_rpn_cls": 0.0249, "loss_rpn_bbox": 0.04819, "loss_cls": 0.21075, "acc": 92.56592, "loss_bbox": 0.23985, "loss_mask": 0.23827, "loss": 0.76196, "time": 0.92312}
{"mode": "train", "epoch": 8, "iter": 950, "lr": 0.0002, "memory": 5836, "data_time": 0.02644, "loss_rpn_cls": 0.02691, "loss_rpn_bbox": 0.04805, "loss_cls": 0.20127, "acc": 92.91699, "loss_bbox": 0.23839, "loss_mask": 0.23644, "loss": 0.75106, "time": 0.91319}
{"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.0002, "memory": 5836, "data_time": 0.02546, "loss_rpn_cls": 0.02616, "loss_rpn_bbox": 0.04593, "loss_cls": 0.20545, "acc": 92.96509, "loss_bbox": 0.2335, "loss_mask": 0.23742, "loss": 0.74846, "time": 0.92945}
{"mode": "train", "epoch": 8, "iter": 1050, "lr": 0.0002, "memory": 5836, "data_time": 0.02066, "loss_rpn_cls": 0.02408, "loss_rpn_bbox": 0.04564, "loss_cls": 0.19585, "acc": 93.21338, "loss_bbox": 0.23203, "loss_mask": 0.23572, "loss": 0.73332, "time": 0.97136}
{"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.0002, "memory": 5836, "data_time": 0.02375, "loss_rpn_cls": 0.0233, "loss_rpn_bbox": 0.04435, "loss_cls": 0.20245, "acc": 92.93579, "loss_bbox": 0.23239, "loss_mask": 0.23603, "loss": 0.73852, "time": 0.89447}
{"mode": "train", "epoch": 8, "iter": 1150, "lr": 0.0002, "memory": 5836, "data_time": 0.02545, "loss_rpn_cls": 0.02615, "loss_rpn_bbox": 0.04719, "loss_cls": 0.1974, "acc": 93.04492, "loss_bbox": 0.23013, "loss_mask": 0.23764, "loss": 0.73852, "time": 0.90297}
{"mode": "train", "epoch": 8, "iter": 1200, "lr": 0.0002, "memory": 5836, "data_time": 0.02741, "loss_rpn_cls": 0.02396, "loss_rpn_bbox": 0.04676, "loss_cls": 0.1963, "acc": 93.12939, "loss_bbox": 0.23344, "loss_mask": 0.23346, "loss": 0.73391, "time": 0.86871}
{"mode": "train", "epoch": 8, "iter": 1250, "lr": 0.0002, "memory": 5836, "data_time": 0.02415, "loss_rpn_cls": 0.02341, "loss_rpn_bbox": 0.0464, "loss_cls": 0.20476, "acc": 92.88379, "loss_bbox": 0.2374, "loss_mask": 0.23199, "loss": 0.74395, "time": 0.95649}
{"mode": "train", "epoch": 8, "iter": 1300, "lr": 0.0002, "memory": 5836, "data_time": 0.02864, "loss_rpn_cls": 0.02798, "loss_rpn_bbox": 0.05027, "loss_cls": 0.22277, "acc": 92.26001, "loss_bbox": 0.25212, "loss_mask": 0.24602, "loss": 0.79917, "time": 0.95125}
{"mode": "train", "epoch": 8, "iter": 1350, "lr": 0.0002, "memory": 5836, "data_time": 0.02608, "loss_rpn_cls": 0.02359, "loss_rpn_bbox": 0.04452, "loss_cls": 0.19762, "acc": 93.04297, "loss_bbox": 0.22942, "loss_mask": 0.23241, "loss": 0.72757, "time": 0.91647}
{"mode": "train", "epoch": 8, "iter": 1400, "lr": 0.0002, "memory": 5836, "data_time": 0.02469, "loss_rpn_cls": 0.0252, "loss_rpn_bbox": 0.04808, "loss_cls": 0.21115, "acc": 92.73657, "loss_bbox": 0.2397, "loss_mask": 0.23879, "loss": 0.76291, "time": 0.90513}
{"mode": "train", "epoch": 8, "iter": 1450, "lr": 0.0002, "memory": 5836, "data_time": 0.02589, "loss_rpn_cls": 0.02592, "loss_rpn_bbox": 0.04923, "loss_cls": 0.20246, "acc": 92.97534, "loss_bbox": 0.23788, "loss_mask": 0.23479, "loss": 0.75029, "time": 0.91005}
{"mode": "train", "epoch": 8, "iter": 1500, "lr": 0.0002, "memory": 5836, "data_time": 0.02561, "loss_rpn_cls": 0.02706, "loss_rpn_bbox": 0.04848, "loss_cls": 0.20747, "acc": 92.80396, "loss_bbox": 0.24265, "loss_mask": 0.23755, "loss": 0.7632, "time": 0.92721}
{"mode": "train", "epoch": 8, "iter": 1550, "lr": 0.0002, "memory": 5836, "data_time": 0.02716, "loss_rpn_cls": 0.02491, "loss_rpn_bbox": 0.0459, "loss_cls": 0.20235, "acc": 93.03955, "loss_bbox": 0.23437, "loss_mask": 0.23659, "loss": 0.74412, "time": 0.88985}
{"mode": "train", "epoch": 8, "iter": 1600, "lr": 0.0002, "memory": 5836, "data_time": 0.02761, "loss_rpn_cls": 0.0281, "loss_rpn_bbox": 0.04951, "loss_cls": 0.20184, "acc": 92.93066, "loss_bbox": 0.23629, "loss_mask": 0.23886, "loss": 0.7546, "time": 0.92655}
{"mode": "train", "epoch": 8, "iter": 1650, "lr": 0.0002, "memory": 5836, "data_time": 0.02567, "loss_rpn_cls": 0.02332, "loss_rpn_bbox": 0.04683, "loss_cls": 0.20402, "acc": 92.94556, "loss_bbox": 0.23354, "loss_mask": 0.23526, "loss": 0.74296, "time": 0.93538}
{"mode": "train", "epoch": 8, "iter": 1700, "lr": 0.0002, "memory": 5836, "data_time": 0.02507, "loss_rpn_cls": 0.02468, "loss_rpn_bbox": 0.04609, "loss_cls": 0.20856, "acc": 92.79346, "loss_bbox": 0.23658, "loss_mask": 0.24035, "loss": 0.75626, "time": 0.94282}
{"mode": "train", "epoch": 8, "iter": 1750, "lr": 0.0002, "memory": 5836, "data_time": 0.02621, "loss_rpn_cls": 0.02422, "loss_rpn_bbox": 0.04373, "loss_cls": 0.1959, "acc": 93.20239, "loss_bbox": 0.2232, "loss_mask": 0.23249, "loss": 0.71954, "time": 0.91937}
{"mode": "train", "epoch": 8, "iter": 1800, "lr": 0.0002, "memory": 5836, "data_time": 0.02755, "loss_rpn_cls": 0.02501, "loss_rpn_bbox": 0.04568, "loss_cls": 0.20688, "acc": 92.85205, "loss_bbox": 0.23418, "loss_mask": 0.23851, "loss": 0.75026, "time": 0.88528}
{"mode": "train", "epoch": 8, "iter": 1850, "lr": 0.0002, "memory": 5836, "data_time": 0.02481, "loss_rpn_cls": 0.02596, "loss_rpn_bbox": 0.04783, "loss_cls": 0.22068, "acc": 92.45654, "loss_bbox": 0.24797, "loss_mask": 0.23875, "loss": 0.78119, "time": 0.93614}
{"mode": "train", "epoch": 8, "iter": 1900, "lr": 0.0002, "memory": 5836, "data_time": 0.02781, "loss_rpn_cls": 0.02567, "loss_rpn_bbox": 0.04516, "loss_cls": 0.20679, "acc": 92.72998, "loss_bbox": 0.24035, "loss_mask": 0.23569, "loss": 0.75366, "time": 0.92456}
{"mode": "train", "epoch": 8, "iter": 1950, "lr": 0.0002, "memory": 5836, "data_time": 0.02405, "loss_rpn_cls": 0.02354, "loss_rpn_bbox": 0.04479, "loss_cls": 0.19884, "acc": 93.20581, "loss_bbox": 0.22607, "loss_mask": 0.23816, "loss": 0.73141, "time": 0.91293}
{"mode": "train", "epoch": 8, "iter": 2000, "lr": 0.0002, "memory": 5836, "data_time": 0.0279, "loss_rpn_cls": 0.02529, "loss_rpn_bbox": 0.04839, "loss_cls": 0.21676, "acc": 92.46753, "loss_bbox": 0.2441, "loss_mask": 0.24152, "loss": 0.77607, "time": 0.93245}
{"mode": "train", "epoch": 8, "iter": 2050, "lr": 0.0002, "memory": 5836, "data_time": 0.03338, "loss_rpn_cls": 0.0247, "loss_rpn_bbox": 0.04497, "loss_cls": 0.20155, "acc": 93.02026, "loss_bbox": 0.23281, "loss_mask": 0.2363, "loss": 0.74032, "time": 0.88747}
{"mode": "train", "epoch": 8, "iter": 2100, "lr": 0.0002, "memory": 5836, "data_time": 0.02542, "loss_rpn_cls": 0.02572, "loss_rpn_bbox": 0.04707, "loss_cls": 0.20594, "acc": 92.89673, "loss_bbox": 0.236, "loss_mask": 0.23616, "loss": 0.7509, "time": 0.90986}
{"mode": "train", "epoch": 8, "iter": 2150, "lr": 0.0002, "memory": 5836, "data_time": 0.02606, "loss_rpn_cls": 0.02643, "loss_rpn_bbox": 0.04723, "loss_cls": 0.2067, "acc": 92.88574, "loss_bbox": 0.23686, "loss_mask": 0.23459, "loss": 0.75182, "time": 0.91111}
{"mode": "train", "epoch": 8, "iter": 2200, "lr": 0.0002, "memory": 5836, "data_time": 0.02839, "loss_rpn_cls": 0.02379, "loss_rpn_bbox": 0.04576, "loss_cls": 0.19642, "acc": 93.15991, "loss_bbox": 0.23136, "loss_mask": 0.23528, "loss": 0.7326, "time": 0.91075}
{"mode": "train", "epoch": 8, "iter": 2250, "lr": 0.0002, "memory": 5836, "data_time": 0.02032, "loss_rpn_cls": 0.02594, "loss_rpn_bbox": 0.04856, "loss_cls": 0.20949, "acc": 92.81641, "loss_bbox": 0.23714, "loss_mask": 0.23641, "loss": 0.75754, "time": 0.93187}
{"mode": "train", "epoch": 8, "iter": 2300, "lr": 0.0002, "memory": 5836, "data_time": 0.02627, "loss_rpn_cls": 0.02485, "loss_rpn_bbox": 0.04768, "loss_cls": 0.20723, "acc": 92.83545, "loss_bbox": 0.24285, "loss_mask": 0.23599, "loss": 0.7586, "time": 0.92948}
{"mode": "train", "epoch": 8, "iter": 2350, "lr": 0.0002, "memory": 5836, "data_time": 0.02453, "loss_rpn_cls": 0.02461, "loss_rpn_bbox": 0.04622, "loss_cls": 0.19958, "acc": 92.91797, "loss_bbox": 0.23729, "loss_mask": 0.23883, "loss": 0.74653, "time": 0.91053}
{"mode": "train", "epoch": 8, "iter": 2400, "lr": 0.0002, "memory": 5836, "data_time": 0.02419, "loss_rpn_cls": 0.02811, "loss_rpn_bbox": 0.04951, "loss_cls": 0.21685, "acc": 92.49023, "loss_bbox": 0.2455, "loss_mask": 0.24389, "loss": 0.78386, "time": 0.93071}
{"mode": "train", "epoch": 8, "iter": 2450, "lr": 0.0002, "memory": 5836, "data_time": 0.0227, "loss_rpn_cls": 0.0238, "loss_rpn_bbox": 0.04574, "loss_cls": 0.2043, "acc": 92.96069, "loss_bbox": 0.2295, "loss_mask": 0.23566, "loss": 0.73901, "time": 0.94542}
{"mode": "train", "epoch": 8, "iter": 2500, "lr": 0.0002, "memory": 5836, "data_time": 0.02594, "loss_rpn_cls": 0.0243, "loss_rpn_bbox": 0.04856, "loss_cls": 0.21303, "acc": 92.72437, "loss_bbox": 0.2368, "loss_mask": 0.2385, "loss": 0.76118, "time": 0.88832}
{"mode": "train", "epoch": 8, "iter": 2550, "lr": 0.0002, "memory": 5836, "data_time": 0.02436, "loss_rpn_cls": 0.02452, "loss_rpn_bbox": 0.04492, "loss_cls": 0.20248, "acc": 92.95312, "loss_bbox": 0.23403, "loss_mask": 0.23343, "loss": 0.73938, "time": 0.96116}
{"mode": "train", "epoch": 8, "iter": 2600, "lr": 0.0002, "memory": 5836, "data_time": 0.02868, "loss_rpn_cls": 0.02391, "loss_rpn_bbox": 0.04676, "loss_cls": 0.21373, "acc": 92.70068, "loss_bbox": 0.23925, "loss_mask": 0.23901, "loss": 0.76267, "time": 0.95146}
{"mode": "train", "epoch": 8, "iter": 2650, "lr": 0.0002, "memory": 5836, "data_time": 0.0236, "loss_rpn_cls": 0.02602, "loss_rpn_bbox": 0.04756, "loss_cls": 0.20163, "acc": 93.02686, "loss_bbox": 0.23175, "loss_mask": 0.24079, "loss": 0.74775, "time": 0.93665}
{"mode": "train", "epoch": 8, "iter": 2700, "lr": 0.0002, "memory": 5836, "data_time": 0.02507, "loss_rpn_cls": 0.026, "loss_rpn_bbox": 0.04725, "loss_cls": 0.20436, "acc": 92.93481, "loss_bbox": 0.23924, "loss_mask": 0.24204, "loss": 0.75888, "time": 0.91746}
{"mode": "train", "epoch": 8, "iter": 2750, "lr": 0.0002, "memory": 5836, "data_time": 0.0232, "loss_rpn_cls": 0.02406, "loss_rpn_bbox": 0.04888, "loss_cls": 0.20319, "acc": 92.93677, "loss_bbox": 0.23738, "loss_mask": 0.24067, "loss": 0.75418, "time": 0.91777}
{"mode": "train", "epoch": 8, "iter": 2800, "lr": 0.0002, "memory": 5836, "data_time": 0.02439, "loss_rpn_cls": 0.02593, "loss_rpn_bbox": 0.04691, "loss_cls": 0.21482, "acc": 92.46021, "loss_bbox": 0.24458, "loss_mask": 0.2393, "loss": 0.77154, "time": 0.91701}
{"mode": "train", "epoch": 8, "iter": 2850, "lr": 0.0002, "memory": 5836, "data_time": 0.02549, "loss_rpn_cls": 0.02693, "loss_rpn_bbox": 0.04645, "loss_cls": 0.20345, "acc": 93.02612, "loss_bbox": 0.234, "loss_mask": 0.23683, "loss": 0.74767, "time": 0.96615}
{"mode": "train", "epoch": 8, "iter": 2900, "lr": 0.0002, "memory": 5836, "data_time": 0.02319, "loss_rpn_cls": 0.02448, "loss_rpn_bbox": 0.04637, "loss_cls": 0.20471, "acc": 92.91235, "loss_bbox": 0.2352, "loss_mask": 0.23554, "loss": 0.7463, "time": 0.91865}
{"mode": "train", "epoch": 8, "iter": 2950, "lr": 0.0002, "memory": 5836, "data_time": 0.02242, "loss_rpn_cls": 0.0247, "loss_rpn_bbox": 0.04519, "loss_cls": 0.20579, "acc": 92.979, "loss_bbox": 0.23248, "loss_mask": 0.23576, "loss": 0.74392, "time": 0.9088}
{"mode": "train", "epoch": 8, "iter": 3000, "lr": 0.0002, "memory": 5836, "data_time": 0.02615, "loss_rpn_cls": 0.02634, "loss_rpn_bbox": 0.04622, "loss_cls": 0.21479, "acc": 92.54492, "loss_bbox": 0.24597, "loss_mask": 0.24011, "loss": 0.77343, "time": 0.91212}
{"mode": "train", "epoch": 8, "iter": 3050, "lr": 0.0002, "memory": 5836, "data_time": 0.02366, "loss_rpn_cls": 0.02708, "loss_rpn_bbox": 0.04643, "loss_cls": 0.20854, "acc": 92.80225, "loss_bbox": 0.23663, "loss_mask": 0.24122, "loss": 0.7599, "time": 0.90739}
{"mode": "train", "epoch": 8, "iter": 3100, "lr": 0.0002, "memory": 5836, "data_time": 0.02544, "loss_rpn_cls": 0.02593, "loss_rpn_bbox": 0.05063, "loss_cls": 0.20774, "acc": 92.76318, "loss_bbox": 0.24066, "loss_mask": 0.24423, "loss": 0.7692, "time": 0.97048}
{"mode": "train", "epoch": 8, "iter": 3150, "lr": 0.0002, "memory": 5836, "data_time": 0.02153, "loss_rpn_cls": 0.02264, "loss_rpn_bbox": 0.04384, "loss_cls": 0.20608, "acc": 93.04443, "loss_bbox": 0.22687, "loss_mask": 0.23495, "loss": 0.73438, "time": 0.8811}
{"mode": "train", "epoch": 8, "iter": 3200, "lr": 0.0002, "memory": 5836, "data_time": 0.02694, "loss_rpn_cls": 0.02779, "loss_rpn_bbox": 0.05014, "loss_cls": 0.21366, "acc": 92.55469, "loss_bbox": 0.24697, "loss_mask": 0.24375, "loss": 0.78231, "time": 0.91225}
{"mode": "train", "epoch": 8, "iter": 3250, "lr": 0.0002, "memory": 5836, "data_time": 0.02076, "loss_rpn_cls": 0.02465, "loss_rpn_bbox": 0.04557, "loss_cls": 0.20038, "acc": 92.98755, "loss_bbox": 0.23136, "loss_mask": 0.23622, "loss": 0.73817, "time": 0.93765}
{"mode": "train", "epoch": 8, "iter": 3300, "lr": 0.0002, "memory": 5836, "data_time": 0.0215, "loss_rpn_cls": 0.02749, "loss_rpn_bbox": 0.04735, "loss_cls": 0.21203, "acc": 92.79907, "loss_bbox": 0.23226, "loss_mask": 0.23978, "loss": 0.7589, "time": 0.89852}
{"mode": "train", "epoch": 8, "iter": 3350, "lr": 0.0002, "memory": 5836, "data_time": 0.02542, "loss_rpn_cls": 0.02629, "loss_rpn_bbox": 0.04444, "loss_cls": 0.20227, "acc": 92.95459, "loss_bbox": 0.22979, "loss_mask": 0.23372, "loss": 0.73651, "time": 0.89092}
{"mode": "train", "epoch": 8, "iter": 3400, "lr": 0.0002, "memory": 5836, "data_time": 0.026, "loss_rpn_cls": 0.02586, "loss_rpn_bbox": 0.04761, "loss_cls": 0.20778, "acc": 92.8855, "loss_bbox": 0.23433, "loss_mask": 0.23956, "loss": 0.75514, "time": 0.90475}
{"mode": "train", "epoch": 8, "iter": 3450, "lr": 0.0002, "memory": 5836, "data_time": 0.02612, "loss_rpn_cls": 0.02811, "loss_rpn_bbox": 0.04966, "loss_cls": 0.21523, "acc": 92.59668, "loss_bbox": 0.23827, "loss_mask": 0.23913, "loss": 0.7704, "time": 0.9231}
{"mode": "train", "epoch": 8, "iter": 3500, "lr": 0.0002, "memory": 5836, "data_time": 0.02805, "loss_rpn_cls": 0.02637, "loss_rpn_bbox": 0.04665, "loss_cls": 0.21127, "acc": 92.76978, "loss_bbox": 0.23512, "loss_mask": 0.23745, "loss": 0.75686, "time": 0.92451}
{"mode": "train", "epoch": 8, "iter": 3550, "lr": 0.0002, "memory": 5836, "data_time": 0.03164, "loss_rpn_cls": 0.02603, "loss_rpn_bbox": 0.04761, "loss_cls": 0.21553, "acc": 92.59473, "loss_bbox": 0.24801, "loss_mask": 0.24316, "loss": 0.78033, "time": 0.91743}
{"mode": "train", "epoch": 8, "iter": 3600, "lr": 0.0002, "memory": 5836, "data_time": 0.02328, "loss_rpn_cls": 0.02652, "loss_rpn_bbox": 0.04626, "loss_cls": 0.20909, "acc": 92.77905, "loss_bbox": 0.24037, "loss_mask": 0.23872, "loss": 0.76095, "time": 0.95422}
{"mode": "train", "epoch": 8, "iter": 3650, "lr": 0.0002, "memory": 5836, "data_time": 0.02703, "loss_rpn_cls": 0.02511, "loss_rpn_bbox": 0.04743, "loss_cls": 0.22307, "acc": 92.54785, "loss_bbox": 0.24329, "loss_mask": 0.23612, "loss": 0.77503, "time": 0.92887}
{"mode": "train", "epoch": 8, "iter": 3700, "lr": 0.0002, "memory": 5836, "data_time": 0.02307, "loss_rpn_cls": 0.02647, "loss_rpn_bbox": 0.04594, "loss_cls": 0.21225, "acc": 92.69946, "loss_bbox": 0.23875, "loss_mask": 0.24117, "loss": 0.76459, "time": 0.92398}
{"mode": "train", "epoch": 8, "iter": 3750, "lr": 0.0002, "memory": 5836, "data_time": 0.02439, "loss_rpn_cls": 0.02672, "loss_rpn_bbox": 0.04673, "loss_cls": 0.20957, "acc": 92.82959, "loss_bbox": 0.23987, "loss_mask": 0.24469, "loss": 0.76758, "time": 0.91747}
{"mode": "train", "epoch": 8, "iter": 3800, "lr": 0.0002, "memory": 5836, "data_time": 0.02409, "loss_rpn_cls": 0.02506, "loss_rpn_bbox": 0.0466, "loss_cls": 0.20353, "acc": 92.80005, "loss_bbox": 0.234, "loss_mask": 0.23837, "loss": 0.74757, "time": 0.88776}
{"mode": "train", "epoch": 8, "iter": 3850, "lr": 0.0002, "memory": 5836, "data_time": 0.0272, "loss_rpn_cls": 0.02587, "loss_rpn_bbox": 0.04635, "loss_cls": 0.21073, "acc": 92.78955, "loss_bbox": 0.23435, "loss_mask": 0.23709, "loss": 0.75438, "time": 0.92438}
{"mode": "train", "epoch": 8, "iter": 3900, "lr": 0.0002, "memory": 5836, "data_time": 0.02531, "loss_rpn_cls": 0.0257, "loss_rpn_bbox": 0.04521, "loss_cls": 0.20705, "acc": 92.8772, "loss_bbox": 0.23458, "loss_mask": 0.23702, "loss": 0.74956, "time": 0.91705}
{"mode": "train", "epoch": 8, "iter": 3950, "lr": 0.0002, "memory": 5836, "data_time": 0.02545, "loss_rpn_cls": 0.02571, "loss_rpn_bbox": 0.04556, "loss_cls": 0.20577, "acc": 93.05762, "loss_bbox": 0.23104, "loss_mask": 0.23675, "loss": 0.74484, "time": 0.94465}
{"mode": "train", "epoch": 8, "iter": 4000, "lr": 0.0002, "memory": 5836, "data_time": 0.02338, "loss_rpn_cls": 0.02548, "loss_rpn_bbox": 0.04682, "loss_cls": 0.20885, "acc": 92.80566, "loss_bbox": 0.242, "loss_mask": 0.24106, "loss": 0.76422, "time": 0.90937}
{"mode": "train", "epoch": 8, "iter": 4050, "lr": 0.0002, "memory": 5836, "data_time": 0.02609, "loss_rpn_cls": 0.02421, "loss_rpn_bbox": 0.04502, "loss_cls": 0.20506, "acc": 92.97485, "loss_bbox": 0.23325, "loss_mask": 0.23546, "loss": 0.743, "time": 0.89619}
{"mode": "train", "epoch": 8, "iter": 4100, "lr": 0.0002, "memory": 5836, "data_time": 0.02409, "loss_rpn_cls": 0.02661, "loss_rpn_bbox": 0.04624, "loss_cls": 0.21707, "acc": 92.54126, "loss_bbox": 0.23808, "loss_mask": 0.24235, "loss": 0.77035, "time": 0.87081}
{"mode": "train", "epoch": 8, "iter": 4150, "lr": 0.0002, "memory": 5836, "data_time": 0.02291, "loss_rpn_cls": 0.02529, "loss_rpn_bbox": 0.04588, "loss_cls": 0.20883, "acc": 92.71753, "loss_bbox": 0.2404, "loss_mask": 0.23943, "loss": 0.75984, "time": 0.9249}
{"mode": "train", "epoch": 8, "iter": 4200, "lr": 0.0002, "memory": 5836, "data_time": 0.02411, "loss_rpn_cls": 0.02911, "loss_rpn_bbox": 0.0469, "loss_cls": 0.20404, "acc": 93.09155, "loss_bbox": 0.22551, "loss_mask": 0.23518, "loss": 0.74075, "time": 0.86935}
{"mode": "train", "epoch": 8, "iter": 4250, "lr": 0.0002, "memory": 5836, "data_time": 0.02319, "loss_rpn_cls": 0.02645, "loss_rpn_bbox": 0.04882, "loss_cls": 0.20762, "acc": 92.84277, "loss_bbox": 0.23592, "loss_mask": 0.2384, "loss": 0.75721, "time": 0.92564}
{"mode": "train", "epoch": 8, "iter": 4300, "lr": 0.0002, "memory": 5836, "data_time": 0.02419, "loss_rpn_cls": 0.02904, "loss_rpn_bbox": 0.04955, "loss_cls": 0.21067, "acc": 92.823, "loss_bbox": 0.23526, "loss_mask": 0.24383, "loss": 0.76835, "time": 0.90981}
{"mode": "train", "epoch": 8, "iter": 4350, "lr": 0.0002, "memory": 5836, "data_time": 0.02215, "loss_rpn_cls": 0.02662, "loss_rpn_bbox": 0.0467, "loss_cls": 0.21713, "acc": 92.58374, "loss_bbox": 0.23858, "loss_mask": 0.24001, "loss": 0.76904, "time": 0.95033}
{"mode": "train", "epoch": 8, "iter": 4400, "lr": 0.0002, "memory": 5836, "data_time": 0.02271, "loss_rpn_cls": 0.02502, "loss_rpn_bbox": 0.0462, "loss_cls": 0.21504, "acc": 92.70825, "loss_bbox": 0.2359, "loss_mask": 0.24142, "loss": 0.76358, "time": 0.94349}
{"mode": "train", "epoch": 8, "iter": 4450, "lr": 0.0002, "memory": 5836, "data_time": 0.02297, "loss_rpn_cls": 0.02816, "loss_rpn_bbox": 0.04863, "loss_cls": 0.2236, "acc": 92.47729, "loss_bbox": 0.24025, "loss_mask": 0.24379, "loss": 0.78443, "time": 0.97037}
{"mode": "train", "epoch": 8, "iter": 4500, "lr": 0.0002, "memory": 5836, "data_time": 0.02767, "loss_rpn_cls": 0.02699, "loss_rpn_bbox": 0.04827, "loss_cls": 0.21655, "acc": 92.51367, "loss_bbox": 0.24471, "loss_mask": 0.2385, "loss": 0.77502, "time": 0.9519}
{"mode": "train", "epoch": 8, "iter": 4550, "lr": 0.0002, "memory": 5836, "data_time": 0.02627, "loss_rpn_cls": 0.02508, "loss_rpn_bbox": 0.0467, "loss_cls": 0.20838, "acc": 92.85107, "loss_bbox": 0.23282, "loss_mask": 0.23503, "loss": 0.74802, "time": 0.93603}
{"mode": "train", "epoch": 8, "iter": 4600, "lr": 0.0002, "memory": 5836, "data_time": 0.03172, "loss_rpn_cls": 0.02865, "loss_rpn_bbox": 0.04701, "loss_cls": 0.21232, "acc": 92.61646, "loss_bbox": 0.24103, "loss_mask": 0.24535, "loss": 0.77435, "time": 0.9266}
{"mode": "train", "epoch": 8, "iter": 4650, "lr": 0.0002, "memory": 5836, "data_time": 0.02374, "loss_rpn_cls": 0.02603, "loss_rpn_bbox": 0.04493, "loss_cls": 0.21226, "acc": 92.76953, "loss_bbox": 0.24089, "loss_mask": 0.23865, "loss": 0.76277, "time": 0.9576}
{"mode": "train", "epoch": 8, "iter": 4700, "lr": 0.0002, "memory": 5836, "data_time": 0.02624, "loss_rpn_cls": 0.02812, "loss_rpn_bbox": 0.04719, "loss_cls": 0.21407, "acc": 92.65454, "loss_bbox": 0.23892, "loss_mask": 0.23809, "loss": 0.7664, "time": 0.92168}
{"mode": "train", "epoch": 8, "iter": 4750, "lr": 0.0002, "memory": 5836, "data_time": 0.02462, "loss_rpn_cls": 0.02441, "loss_rpn_bbox": 0.04679, "loss_cls": 0.20589, "acc": 92.93213, "loss_bbox": 0.23006, "loss_mask": 0.24221, "loss": 0.74936, "time": 0.94607}
{"mode": "train", "epoch": 8, "iter": 4800, "lr": 0.0002, "memory": 5836, "data_time": 0.0233, "loss_rpn_cls": 0.02794, "loss_rpn_bbox": 0.04801, "loss_cls": 0.21993, "acc": 92.39746, "loss_bbox": 0.24188, "loss_mask": 0.24336, "loss": 0.78112, "time": 0.92324}
{"mode": "train", "epoch": 8, "iter": 4850, "lr": 0.0002, "memory": 5836, "data_time": 0.02387, "loss_rpn_cls": 0.02685, "loss_rpn_bbox": 0.04687, "loss_cls": 0.21647, "acc": 92.39038, "loss_bbox": 0.24769, "loss_mask": 0.24322, "loss": 0.7811, "time": 0.94556}
{"mode": "train", "epoch": 8, "iter": 4900, "lr": 0.0002, "memory": 5836, "data_time": 0.02378, "loss_rpn_cls": 0.02546, "loss_rpn_bbox": 0.04579, "loss_cls": 0.20862, "acc": 92.85913, "loss_bbox": 0.23446, "loss_mask": 0.23831, "loss": 0.75263, "time": 0.95652}
{"mode": "train", "epoch": 8, "iter": 4950, "lr": 0.0002, "memory": 5836, "data_time": 0.02585, "loss_rpn_cls": 0.02616, "loss_rpn_bbox": 0.04737, "loss_cls": 0.21891, "acc": 92.51953, "loss_bbox": 0.23992, "loss_mask": 0.23923, "loss": 0.7716, "time": 0.9156}
{"mode": "train", "epoch": 8, "iter": 5000, "lr": 0.0002, "memory": 5836, "data_time": 0.02319, "loss_rpn_cls": 0.02814, "loss_rpn_bbox": 0.04657, "loss_cls": 0.22332, "acc": 92.50049, "loss_bbox": 0.2368, "loss_mask": 0.24023, "loss": 0.77507, "time": 0.97684}
{"mode": "train", "epoch": 8, "iter": 5050, "lr": 0.0002, "memory": 5836, "data_time": 0.02287, "loss_rpn_cls": 0.02398, "loss_rpn_bbox": 0.04253, "loss_cls": 0.20334, "acc": 92.97778, "loss_bbox": 0.22863, "loss_mask": 0.23503, "loss": 0.73351, "time": 0.94896}
{"mode": "train", "epoch": 8, "iter": 5100, "lr": 0.0002, "memory": 5836, "data_time": 0.02455, "loss_rpn_cls": 0.02736, "loss_rpn_bbox": 0.04852, "loss_cls": 0.22183, "acc": 92.34839, "loss_bbox": 0.24817, "loss_mask": 0.24516, "loss": 0.79105, "time": 1.00721}
{"mode": "train", "epoch": 8, "iter": 5150, "lr": 0.0002, "memory": 5836, "data_time": 0.02941, "loss_rpn_cls": 0.02496, "loss_rpn_bbox": 0.04708, "loss_cls": 0.20759, "acc": 92.92432, "loss_bbox": 0.23652, "loss_mask": 0.23752, "loss": 0.75366, "time": 0.95233}
{"mode": "train", "epoch": 8, "iter": 5200, "lr": 0.0002, "memory": 5836, "data_time": 0.02321, "loss_rpn_cls": 0.02528, "loss_rpn_bbox": 0.04326, "loss_cls": 0.20635, "acc": 92.93579, "loss_bbox": 0.23184, "loss_mask": 0.2349, "loss": 0.74163, "time": 0.96546}
{"mode": "train", "epoch": 8, "iter": 5250, "lr": 0.0002, "memory": 5836, "data_time": 0.02297, "loss_rpn_cls": 0.02897, "loss_rpn_bbox": 0.05089, "loss_cls": 0.21272, "acc": 92.698, "loss_bbox": 0.24591, "loss_mask": 0.246, "loss": 0.78448, "time": 0.95191}
{"mode": "train", "epoch": 8, "iter": 5300, "lr": 0.0002, "memory": 5836, "data_time": 0.02438, "loss_rpn_cls": 0.02683, "loss_rpn_bbox": 0.04505, "loss_cls": 0.21569, "acc": 92.61499, "loss_bbox": 0.23551, "loss_mask": 0.23533, "loss": 0.75842, "time": 0.96399}
{"mode": "train", "epoch": 8, "iter": 5350, "lr": 0.0002, "memory": 5836, "data_time": 0.0235, "loss_rpn_cls": 0.02431, "loss_rpn_bbox": 0.04406, "loss_cls": 0.20526, "acc": 92.97534, "loss_bbox": 0.23481, "loss_mask": 0.23563, "loss": 0.74408, "time": 0.9629}
{"mode": "train", "epoch": 8, "iter": 5400, "lr": 0.0002, "memory": 5836, "data_time": 0.02321, "loss_rpn_cls": 0.0314, "loss_rpn_bbox": 0.04897, "loss_cls": 0.22304, "acc": 92.35107, "loss_bbox": 0.24599, "loss_mask": 0.24506, "loss": 0.79445, "time": 0.94248}
{"mode": "train", "epoch": 8, "iter": 5450, "lr": 0.0002, "memory": 5836, "data_time": 0.02411, "loss_rpn_cls": 0.02601, "loss_rpn_bbox": 0.04595, "loss_cls": 0.21562, "acc": 92.64258, "loss_bbox": 0.23876, "loss_mask": 0.23931, "loss": 0.76565, "time": 0.97606}
{"mode": "train", "epoch": 8, "iter": 5500, "lr": 0.0002, "memory": 5836, "data_time": 0.02924, "loss_rpn_cls": 0.02718, "loss_rpn_bbox": 0.04881, "loss_cls": 0.2142, "acc": 92.67847, "loss_bbox": 0.23936, "loss_mask": 0.24216, "loss": 0.77171, "time": 0.94061}
{"mode": "train", "epoch": 8, "iter": 5550, "lr": 0.0002, "memory": 5836, "data_time": 0.02429, "loss_rpn_cls": 0.02962, "loss_rpn_bbox": 0.04857, "loss_cls": 0.21438, "acc": 92.6748, "loss_bbox": 0.23713, "loss_mask": 0.24112, "loss": 0.77083, "time": 0.90278}
{"mode": "train", "epoch": 8, "iter": 5600, "lr": 0.0002, "memory": 5836, "data_time": 0.02532, "loss_rpn_cls": 0.0291, "loss_rpn_bbox": 0.0484, "loss_cls": 0.21443, "acc": 92.61768, "loss_bbox": 0.23911, "loss_mask": 0.24034, "loss": 0.77139, "time": 0.92939}
{"mode": "train", "epoch": 8, "iter": 5650, "lr": 0.0002, "memory": 5836, "data_time": 0.02264, "loss_rpn_cls": 0.02683, "loss_rpn_bbox": 0.0474, "loss_cls": 0.21962, "acc": 92.62427, "loss_bbox": 0.24728, "loss_mask": 0.24124, "loss": 0.78236, "time": 0.92836}
{"mode": "train", "epoch": 8, "iter": 5700, "lr": 0.0002, "memory": 5836, "data_time": 0.02466, "loss_rpn_cls": 0.02741, "loss_rpn_bbox": 0.04583, "loss_cls": 0.22016, "acc": 92.46826, "loss_bbox": 0.24381, "loss_mask": 0.2398, "loss": 0.77701, "time": 0.9779}
{"mode": "train", "epoch": 8, "iter": 5750, "lr": 0.0002, "memory": 5836, "data_time": 0.02348, "loss_rpn_cls": 0.02839, "loss_rpn_bbox": 0.04599, "loss_cls": 0.21575, "acc": 92.67847, "loss_bbox": 0.23679, "loss_mask": 0.24015, "loss": 0.76708, "time": 0.93271}
{"mode": "train", "epoch": 8, "iter": 5800, "lr": 0.0002, "memory": 5836, "data_time": 0.02333, "loss_rpn_cls": 0.0245, "loss_rpn_bbox": 0.04599, "loss_cls": 0.21236, "acc": 92.81152, "loss_bbox": 0.23358, "loss_mask": 0.23924, "loss": 0.75565, "time": 0.92541}
{"mode": "train", "epoch": 8, "iter": 5850, "lr": 0.0002, "memory": 5836, "data_time": 0.02416, "loss_rpn_cls": 0.02584, "loss_rpn_bbox": 0.04643, "loss_cls": 0.2148, "acc": 92.65869, "loss_bbox": 0.24273, "loss_mask": 0.24176, "loss": 0.77158, "time": 0.93579}
{"mode": "train", "epoch": 8, "iter": 5900, "lr": 0.0002, "memory": 5836, "data_time": 0.02432, "loss_rpn_cls": 0.02777, "loss_rpn_bbox": 0.04964, "loss_cls": 0.22295, "acc": 92.40381, "loss_bbox": 0.24888, "loss_mask": 0.24393, "loss": 0.79316, "time": 0.96648}
{"mode": "train", "epoch": 8, "iter": 5950, "lr": 0.0002, "memory": 5836, "data_time": 0.02584, "loss_rpn_cls": 0.02457, "loss_rpn_bbox": 0.04427, "loss_cls": 0.20751, "acc": 92.86182, "loss_bbox": 0.23797, "loss_mask": 0.23801, "loss": 0.75234, "time": 0.97606}
{"mode": "train", "epoch": 8, "iter": 6000, "lr": 0.0002, "memory": 5836, "data_time": 0.02524, "loss_rpn_cls": 0.02308, "loss_rpn_bbox": 0.04579, "loss_cls": 0.2111, "acc": 92.7041, "loss_bbox": 0.23848, "loss_mask": 0.23523, "loss": 0.75369, "time": 0.94138}
{"mode": "train", "epoch": 8, "iter": 6050, "lr": 0.0002, "memory": 5836, "data_time": 0.02594, "loss_rpn_cls": 0.02797, "loss_rpn_bbox": 0.04929, "loss_cls": 0.21815, "acc": 92.61816, "loss_bbox": 0.23994, "loss_mask": 0.23583, "loss": 0.77118, "time": 0.93907}
{"mode": "train", "epoch": 8, "iter": 6100, "lr": 0.0002, "memory": 5836, "data_time": 0.02517, "loss_rpn_cls": 0.02814, "loss_rpn_bbox": 0.04934, "loss_cls": 0.22201, "acc": 92.33472, "loss_bbox": 0.25171, "loss_mask": 0.24559, "loss": 0.79679, "time": 0.96847}
{"mode": "train", "epoch": 8, "iter": 6150, "lr": 0.0002, "memory": 5836, "data_time": 0.02702, "loss_rpn_cls": 0.02843, "loss_rpn_bbox": 0.04902, "loss_cls": 0.20971, "acc": 92.73438, "loss_bbox": 0.23471, "loss_mask": 0.24312, "loss": 0.76499, "time": 0.94289}
{"mode": "train", "epoch": 8, "iter": 6200, "lr": 0.0002, "memory": 5836, "data_time": 0.02338, "loss_rpn_cls": 0.02721, "loss_rpn_bbox": 0.04777, "loss_cls": 0.21426, "acc": 92.65869, "loss_bbox": 0.24171, "loss_mask": 0.23669, "loss": 0.76764, "time": 0.94094}
{"mode": "train", "epoch": 8, "iter": 6250, "lr": 0.0002, "memory": 5836, "data_time": 0.02426, "loss_rpn_cls": 0.02887, "loss_rpn_bbox": 0.0521, "loss_cls": 0.22506, "acc": 92.28369, "loss_bbox": 0.25499, "loss_mask": 0.24583, "loss": 0.80685, "time": 0.95544}
{"mode": "train", "epoch": 8, "iter": 6300, "lr": 0.0002, "memory": 5836, "data_time": 0.02647, "loss_rpn_cls": 0.0252, "loss_rpn_bbox": 0.04635, "loss_cls": 0.20064, "acc": 93.15796, "loss_bbox": 0.22804, "loss_mask": 0.23811, "loss": 0.73834, "time": 0.97863}
{"mode": "train", "epoch": 8, "iter": 6350, "lr": 0.0002, "memory": 5836, "data_time": 0.0265, "loss_rpn_cls": 0.02654, "loss_rpn_bbox": 0.04794, "loss_cls": 0.2096, "acc": 92.73145, "loss_bbox": 0.23919, "loss_mask": 0.23979, "loss": 0.76306, "time": 0.93675}
{"mode": "train", "epoch": 8, "iter": 6400, "lr": 0.0002, "memory": 5836, "data_time": 0.02412, "loss_rpn_cls": 0.02616, "loss_rpn_bbox": 0.04588, "loss_cls": 0.20875, "acc": 92.82349, "loss_bbox": 0.23284, "loss_mask": 0.23831, "loss": 0.75194, "time": 0.93326}
{"mode": "train", "epoch": 8, "iter": 6450, "lr": 0.0002, "memory": 5836, "data_time": 0.02617, "loss_rpn_cls": 0.02735, "loss_rpn_bbox": 0.05014, "loss_cls": 0.21463, "acc": 92.65063, "loss_bbox": 0.24103, "loss_mask": 0.24706, "loss": 0.78021, "time": 0.9471}
{"mode": "train", "epoch": 8, "iter": 6500, "lr": 0.0002, "memory": 5836, "data_time": 0.02658, "loss_rpn_cls": 0.02861, "loss_rpn_bbox": 0.04712, "loss_cls": 0.20929, "acc": 92.74658, "loss_bbox": 0.23863, "loss_mask": 0.23851, "loss": 0.76216, "time": 0.93591}
{"mode": "train", "epoch": 8, "iter": 6550, "lr": 0.0002, "memory": 5836, "data_time": 0.02516, "loss_rpn_cls": 0.02807, "loss_rpn_bbox": 0.05101, "loss_cls": 0.22039, "acc": 92.41309, "loss_bbox": 0.24594, "loss_mask": 0.24419, "loss": 0.78961, "time": 0.97294}
{"mode": "train", "epoch": 8, "iter": 6600, "lr": 0.0002, "memory": 5836, "data_time": 0.02682, "loss_rpn_cls": 0.02628, "loss_rpn_bbox": 0.04741, "loss_cls": 0.21419, "acc": 92.61108, "loss_bbox": 0.23866, "loss_mask": 0.24341, "loss": 0.76995, "time": 0.93119}
{"mode": "train", "epoch": 8, "iter": 6650, "lr": 0.0002, "memory": 5836, "data_time": 0.02537, "loss_rpn_cls": 0.02632, "loss_rpn_bbox": 0.04866, "loss_cls": 0.21684, "acc": 92.51709, "loss_bbox": 0.24715, "loss_mask": 0.24728, "loss": 0.78625, "time": 0.94464}
{"mode": "train", "epoch": 8, "iter": 6700, "lr": 0.0002, "memory": 5836, "data_time": 0.02585, "loss_rpn_cls": 0.02815, "loss_rpn_bbox": 0.04651, "loss_cls": 0.21342, "acc": 92.60645, "loss_bbox": 0.24185, "loss_mask": 0.24026, "loss": 0.77019, "time": 0.96848}
{"mode": "train", "epoch": 8, "iter": 6750, "lr": 0.0002, "memory": 5836, "data_time": 0.02383, "loss_rpn_cls": 0.02645, "loss_rpn_bbox": 0.04623, "loss_cls": 0.20729, "acc": 92.84204, "loss_bbox": 0.23631, "loss_mask": 0.24412, "loss": 0.76039, "time": 0.93523}
{"mode": "train", "epoch": 8, "iter": 6800, "lr": 0.0002, "memory": 5836, "data_time": 0.02319, "loss_rpn_cls": 0.02569, "loss_rpn_bbox": 0.04754, "loss_cls": 0.21581, "acc": 92.62695, "loss_bbox": 0.24277, "loss_mask": 0.24049, "loss": 0.77229, "time": 0.93264}
{"mode": "train", "epoch": 8, "iter": 6850, "lr": 0.0002, "memory": 5836, "data_time": 0.02549, "loss_rpn_cls": 0.02572, "loss_rpn_bbox": 0.04746, "loss_cls": 0.21197, "acc": 92.79858, "loss_bbox": 0.23659, "loss_mask": 0.24067, "loss": 0.7624, "time": 0.92833}
{"mode": "train", "epoch": 8, "iter": 6900, "lr": 0.0002, "memory": 5836, "data_time": 0.02646, "loss_rpn_cls": 0.02813, "loss_rpn_bbox": 0.04945, "loss_cls": 0.21692, "acc": 92.66577, "loss_bbox": 0.23996, "loss_mask": 0.24119, "loss": 0.77566, "time": 0.94129}
{"mode": "train", "epoch": 8, "iter": 6950, "lr": 0.0002, "memory": 5836, "data_time": 0.02686, "loss_rpn_cls": 0.02693, "loss_rpn_bbox": 0.04856, "loss_cls": 0.21956, "acc": 92.45483, "loss_bbox": 0.24142, "loss_mask": 0.23949, "loss": 0.77597, "time": 0.96256}
{"mode": "train", "epoch": 8, "iter": 7000, "lr": 0.0002, "memory": 5836, "data_time": 0.02536, "loss_rpn_cls": 0.0259, "loss_rpn_bbox": 0.04524, "loss_cls": 0.21525, "acc": 92.61841, "loss_bbox": 0.24245, "loss_mask": 0.24524, "loss": 0.77407, "time": 0.88894}
{"mode": "train", "epoch": 8, "iter": 7050, "lr": 0.0002, "memory": 5836, "data_time": 0.02063, "loss_rpn_cls": 0.02551, "loss_rpn_bbox": 0.04869, "loss_cls": 0.20932, "acc": 92.81567, "loss_bbox": 0.23461, "loss_mask": 0.24171, "loss": 0.75984, "time": 0.86883}
{"mode": "train", "epoch": 8, "iter": 7100, "lr": 0.0002, "memory": 5836, "data_time": 0.02316, "loss_rpn_cls": 0.0275, "loss_rpn_bbox": 0.05143, "loss_cls": 0.2119, "acc": 92.7998, "loss_bbox": 0.2359, "loss_mask": 0.23963, "loss": 0.76635, "time": 0.87113}
{"mode": "train", "epoch": 8, "iter": 7150, "lr": 0.0002, "memory": 5836, "data_time": 0.02381, "loss_rpn_cls": 0.02734, "loss_rpn_bbox": 0.04715, "loss_cls": 0.21445, "acc": 92.62598, "loss_bbox": 0.23683, "loss_mask": 0.23579, "loss": 0.76156, "time": 0.89737}
{"mode": "train", "epoch": 8, "iter": 7200, "lr": 0.0002, "memory": 5836, "data_time": 0.02547, "loss_rpn_cls": 0.02797, "loss_rpn_bbox": 0.04884, "loss_cls": 0.21257, "acc": 92.74097, "loss_bbox": 0.23706, "loss_mask": 0.24038, "loss": 0.76681, "time": 0.92424}
{"mode": "train", "epoch": 8, "iter": 7250, "lr": 0.0002, "memory": 5836, "data_time": 0.02234, "loss_rpn_cls": 0.02643, "loss_rpn_bbox": 0.04812, "loss_cls": 0.20703, "acc": 92.79785, "loss_bbox": 0.23487, "loss_mask": 0.23904, "loss": 0.75549, "time": 0.92595}
{"mode": "train", "epoch": 8, "iter": 7300, "lr": 0.0002, "memory": 5836, "data_time": 0.02685, "loss_rpn_cls": 0.02853, "loss_rpn_bbox": 0.04983, "loss_cls": 0.22307, "acc": 92.38818, "loss_bbox": 0.24973, "loss_mask": 0.24603, "loss": 0.7972, "time": 0.93872}
{"mode": "val", "epoch": 8, "iter": 625, "lr": 0.0002, "bbox_mAP": 0.2914, "bbox_mAP_50": 0.4816, "bbox_mAP_75": 0.3107, "bbox_mAP_s": 0.1849, "bbox_mAP_m": 0.3348, "bbox_mAP_l": 0.3474, "bbox_mAP_copypaste": "0.2914 0.4816 0.3107 0.1849 0.3348 0.3474", "segm_mAP": 0.2801, "segm_mAP_50": 0.4609, "segm_mAP_75": 0.2948, "segm_mAP_s": 0.1486, "segm_mAP_m": 0.3232, "segm_mAP_l": 0.3864, "segm_mAP_copypaste": "0.2801 0.4609 0.2948 0.1486 0.3232 0.3864"}
{"mode": "train", "epoch": 9, "iter": 50, "lr": 2e-05, "memory": 5836, "data_time": 0.09115, "loss_rpn_cls": 0.02465, "loss_rpn_bbox": 0.0458, "loss_cls": 0.19975, "acc": 93.00781, "loss_bbox": 0.22716, "loss_mask": 0.23365, "loss": 0.731, "time": 0.91964}
{"mode": "train", "epoch": 9, "iter": 100, "lr": 2e-05, "memory": 5836, "data_time": 0.02051, "loss_rpn_cls": 0.02444, "loss_rpn_bbox": 0.04735, "loss_cls": 0.19623, "acc": 92.99878, "loss_bbox": 0.23541, "loss_mask": 0.23087, "loss": 0.73429, "time": 0.91371}
{"mode": "train", "epoch": 9, "iter": 150, "lr": 2e-05, "memory": 5836, "data_time": 0.0261, "loss_rpn_cls": 0.02253, "loss_rpn_bbox": 0.046, "loss_cls": 0.19588, "acc": 92.90967, "loss_bbox": 0.2325, "loss_mask": 0.2301, "loss": 0.72701, "time": 0.92679}
{"mode": "train", "epoch": 9, "iter": 200, "lr": 2e-05, "memory": 5836, "data_time": 0.02712, "loss_rpn_cls": 0.0217, "loss_rpn_bbox": 0.04251, "loss_cls": 0.19081, "acc": 93.11768, "loss_bbox": 0.22804, "loss_mask": 0.23325, "loss": 0.7163, "time": 0.87924}
{"mode": "train", "epoch": 9, "iter": 250, "lr": 2e-05, "memory": 5836, "data_time": 0.02423, "loss_rpn_cls": 0.02146, "loss_rpn_bbox": 0.04109, "loss_cls": 0.18013, "acc": 93.67651, "loss_bbox": 0.2142, "loss_mask": 0.22694, "loss": 0.68382, "time": 0.87626}
{"mode": "train", "epoch": 9, "iter": 300, "lr": 2e-05, "memory": 5836, "data_time": 0.02084, "loss_rpn_cls": 0.02133, "loss_rpn_bbox": 0.04202, "loss_cls": 0.18864, "acc": 93.35278, "loss_bbox": 0.22364, "loss_mask": 0.22778, "loss": 0.70341, "time": 0.91024}
{"mode": "train", "epoch": 9, "iter": 350, "lr": 2e-05, "memory": 5836, "data_time": 0.02572, "loss_rpn_cls": 0.02235, "loss_rpn_bbox": 0.04447, "loss_cls": 0.19168, "acc": 93.12305, "loss_bbox": 0.23139, "loss_mask": 0.23298, "loss": 0.72289, "time": 0.93592}
{"mode": "train", "epoch": 9, "iter": 400, "lr": 2e-05, "memory": 5836, "data_time": 0.02161, "loss_rpn_cls": 0.01933, "loss_rpn_bbox": 0.04048, "loss_cls": 0.17325, "acc": 93.72168, "loss_bbox": 0.21346, "loss_mask": 0.22647, "loss": 0.67299, "time": 0.9092}
{"mode": "train", "epoch": 9, "iter": 450, "lr": 2e-05, "memory": 5836, "data_time": 0.02389, "loss_rpn_cls": 0.02043, "loss_rpn_bbox": 0.0427, "loss_cls": 0.18009, "acc": 93.57642, "loss_bbox": 0.21799, "loss_mask": 0.22311, "loss": 0.68432, "time": 0.887}
{"mode": "train", "epoch": 9, "iter": 500, "lr": 2e-05, "memory": 5836, "data_time": 0.02231, "loss_rpn_cls": 0.01858, "loss_rpn_bbox": 0.04162, "loss_cls": 0.17233, "acc": 93.72852, "loss_bbox": 0.2141, "loss_mask": 0.22471, "loss": 0.67134, "time": 0.8741}
{"mode": "train", "epoch": 9, "iter": 550, "lr": 2e-05, "memory": 5836, "data_time": 0.02053, "loss_rpn_cls": 0.01937, "loss_rpn_bbox": 0.04078, "loss_cls": 0.17905, "acc": 93.55151, "loss_bbox": 0.22137, "loss_mask": 0.22566, "loss": 0.68623, "time": 0.85695}
{"mode": "train", "epoch": 9, "iter": 600, "lr": 2e-05, "memory": 5836, "data_time": 0.02242, "loss_rpn_cls": 0.02116, "loss_rpn_bbox": 0.04362, "loss_cls": 0.18641, "acc": 93.2124, "loss_bbox": 0.2254, "loss_mask": 0.22752, "loss": 0.70411, "time": 0.86626}
{"mode": "train", "epoch": 9, "iter": 650, "lr": 2e-05, "memory": 5836, "data_time": 0.02844, "loss_rpn_cls": 0.02095, "loss_rpn_bbox": 0.047, "loss_cls": 0.19121, "acc": 92.93433, "loss_bbox": 0.23819, "loss_mask": 0.23144, "loss": 0.72879, "time": 0.92276}
{"mode": "train", "epoch": 9, "iter": 700, "lr": 2e-05, "memory": 5836, "data_time": 0.02612, "loss_rpn_cls": 0.01977, "loss_rpn_bbox": 0.04244, "loss_cls": 0.18238, "acc": 93.36206, "loss_bbox": 0.22489, "loss_mask": 0.22528, "loss": 0.69476, "time": 0.92468}
{"mode": "train", "epoch": 9, "iter": 750, "lr": 2e-05, "memory": 5836, "data_time": 0.03054, "loss_rpn_cls": 0.01933, "loss_rpn_bbox": 0.04188, "loss_cls": 0.17352, "acc": 93.61816, "loss_bbox": 0.22132, "loss_mask": 0.22522, "loss": 0.68127, "time": 0.93129}
{"mode": "train", "epoch": 9, "iter": 800, "lr": 2e-05, "memory": 5836, "data_time": 0.02467, "loss_rpn_cls": 0.02237, "loss_rpn_bbox": 0.04306, "loss_cls": 0.18088, "acc": 93.4043, "loss_bbox": 0.22387, "loss_mask": 0.22153, "loss": 0.6917, "time": 0.94125}
{"mode": "train", "epoch": 9, "iter": 850, "lr": 2e-05, "memory": 5836, "data_time": 0.02548, "loss_rpn_cls": 0.01828, "loss_rpn_bbox": 0.04215, "loss_cls": 0.1713, "acc": 93.83813, "loss_bbox": 0.21105, "loss_mask": 0.22151, "loss": 0.6643, "time": 0.92465}
{"mode": "train", "epoch": 9, "iter": 900, "lr": 2e-05, "memory": 5836, "data_time": 0.02934, "loss_rpn_cls": 0.01948, "loss_rpn_bbox": 0.04368, "loss_cls": 0.1783, "acc": 93.45581, "loss_bbox": 0.21989, "loss_mask": 0.23056, "loss": 0.69191, "time": 0.94589}
{"mode": "train", "epoch": 9, "iter": 950, "lr": 2e-05, "memory": 5836, "data_time": 0.02904, "loss_rpn_cls": 0.01915, "loss_rpn_bbox": 0.04266, "loss_cls": 0.17692, "acc": 93.54663, "loss_bbox": 0.22186, "loss_mask": 0.22587, "loss": 0.68645, "time": 0.96445}
{"mode": "train", "epoch": 9, "iter": 1000, "lr": 2e-05, "memory": 5836, "data_time": 0.02526, "loss_rpn_cls": 0.02184, "loss_rpn_bbox": 0.04512, "loss_cls": 0.18882, "acc": 93.06641, "loss_bbox": 0.23472, "loss_mask": 0.23073, "loss": 0.72124, "time": 0.98951}
{"mode": "train", "epoch": 9, "iter": 1050, "lr": 2e-05, "memory": 5836, "data_time": 0.02411, "loss_rpn_cls": 0.02012, "loss_rpn_bbox": 0.04484, "loss_cls": 0.18555, "acc": 93.30933, "loss_bbox": 0.22928, "loss_mask": 0.22737, "loss": 0.70715, "time": 1.00186}
{"mode": "train", "epoch": 9, "iter": 1100, "lr": 2e-05, "memory": 5836, "data_time": 0.02522, "loss_rpn_cls": 0.01988, "loss_rpn_bbox": 0.04639, "loss_cls": 0.19162, "acc": 93.08618, "loss_bbox": 0.23108, "loss_mask": 0.22547, "loss": 0.71443, "time": 0.99517}
{"mode": "train", "epoch": 9, "iter": 1150, "lr": 2e-05, "memory": 5836, "data_time": 0.0263, "loss_rpn_cls": 0.02055, "loss_rpn_bbox": 0.04296, "loss_cls": 0.17893, "acc": 93.56055, "loss_bbox": 0.2203, "loss_mask": 0.22317, "loss": 0.68591, "time": 0.94655}
{"mode": "train", "epoch": 9, "iter": 1200, "lr": 2e-05, "memory": 5836, "data_time": 0.02739, "loss_rpn_cls": 0.01898, "loss_rpn_bbox": 0.04381, "loss_cls": 0.17486, "acc": 93.61401, "loss_bbox": 0.2151, "loss_mask": 0.22133, "loss": 0.67408, "time": 0.9419}
{"mode": "train", "epoch": 9, "iter": 1250, "lr": 2e-05, "memory": 5836, "data_time": 0.02365, "loss_rpn_cls": 0.01898, "loss_rpn_bbox": 0.04111, "loss_cls": 0.17713, "acc": 93.6145, "loss_bbox": 0.21428, "loss_mask": 0.22161, "loss": 0.67312, "time": 0.9356}
{"mode": "train", "epoch": 9, "iter": 1300, "lr": 2e-05, "memory": 5836, "data_time": 0.02416, "loss_rpn_cls": 0.01688, "loss_rpn_bbox": 0.03986, "loss_cls": 0.16953, "acc": 93.84839, "loss_bbox": 0.20855, "loss_mask": 0.22016, "loss": 0.65499, "time": 0.9371}
{"mode": "train", "epoch": 9, "iter": 1350, "lr": 2e-05, "memory": 5836, "data_time": 0.03235, "loss_rpn_cls": 0.01927, "loss_rpn_bbox": 0.04307, "loss_cls": 0.17876, "acc": 93.5083, "loss_bbox": 0.21719, "loss_mask": 0.22509, "loss": 0.68339, "time": 0.98771}
{"mode": "train", "epoch": 9, "iter": 1400, "lr": 2e-05, "memory": 5836, "data_time": 0.02193, "loss_rpn_cls": 0.01801, "loss_rpn_bbox": 0.03959, "loss_cls": 0.16918, "acc": 93.90723, "loss_bbox": 0.2096, "loss_mask": 0.21996, "loss": 0.65634, "time": 0.9359}
{"mode": "train", "epoch": 9, "iter": 1450, "lr": 2e-05, "memory": 5836, "data_time": 0.02412, "loss_rpn_cls": 0.02042, "loss_rpn_bbox": 0.04224, "loss_cls": 0.1779, "acc": 93.4856, "loss_bbox": 0.21827, "loss_mask": 0.22408, "loss": 0.68292, "time": 0.93746}
{"mode": "train", "epoch": 9, "iter": 1500, "lr": 2e-05, "memory": 5836, "data_time": 0.02673, "loss_rpn_cls": 0.01869, "loss_rpn_bbox": 0.04172, "loss_cls": 0.17538, "acc": 93.62524, "loss_bbox": 0.22205, "loss_mask": 0.22779, "loss": 0.68562, "time": 0.9288}
{"mode": "train", "epoch": 9, "iter": 1550, "lr": 2e-05, "memory": 5836, "data_time": 0.0292, "loss_rpn_cls": 0.01869, "loss_rpn_bbox": 0.0418, "loss_cls": 0.17386, "acc": 93.61694, "loss_bbox": 0.22035, "loss_mask": 0.22415, "loss": 0.67885, "time": 0.9556}
{"mode": "train", "epoch": 9, "iter": 1600, "lr": 2e-05, "memory": 5836, "data_time": 0.03011, "loss_rpn_cls": 0.01964, "loss_rpn_bbox": 0.04186, "loss_cls": 0.1777, "acc": 93.55469, "loss_bbox": 0.21667, "loss_mask": 0.22675, "loss": 0.68262, "time": 0.89045}
{"mode": "train", "epoch": 9, "iter": 1650, "lr": 2e-05, "memory": 5836, "data_time": 0.02838, "loss_rpn_cls": 0.01978, "loss_rpn_bbox": 0.04342, "loss_cls": 0.17398, "acc": 93.59595, "loss_bbox": 0.21847, "loss_mask": 0.21967, "loss": 0.67532, "time": 0.92375}
{"mode": "train", "epoch": 9, "iter": 1700, "lr": 2e-05, "memory": 5836, "data_time": 0.02935, "loss_rpn_cls": 0.01894, "loss_rpn_bbox": 0.04307, "loss_cls": 0.1825, "acc": 93.38135, "loss_bbox": 0.22516, "loss_mask": 0.22433, "loss": 0.69401, "time": 0.95917}
{"mode": "train", "epoch": 9, "iter": 1750, "lr": 2e-05, "memory": 5836, "data_time": 0.02497, "loss_rpn_cls": 0.01923, "loss_rpn_bbox": 0.04126, "loss_cls": 0.17325, "acc": 93.68701, "loss_bbox": 0.21591, "loss_mask": 0.21518, "loss": 0.66482, "time": 0.93102}
{"mode": "train", "epoch": 9, "iter": 1800, "lr": 2e-05, "memory": 5836, "data_time": 0.02133, "loss_rpn_cls": 0.01823, "loss_rpn_bbox": 0.0408, "loss_cls": 0.16064, "acc": 94.17456, "loss_bbox": 0.1995, "loss_mask": 0.22201, "loss": 0.64118, "time": 0.9444}
{"mode": "train", "epoch": 9, "iter": 1850, "lr": 2e-05, "memory": 5836, "data_time": 0.02866, "loss_rpn_cls": 0.01829, "loss_rpn_bbox": 0.0421, "loss_cls": 0.17472, "acc": 93.60938, "loss_bbox": 0.22, "loss_mask": 0.22224, "loss": 0.67735, "time": 0.98567}
{"mode": "train", "epoch": 9, "iter": 1900, "lr": 2e-05, "memory": 5836, "data_time": 0.02879, "loss_rpn_cls": 0.0205, "loss_rpn_bbox": 0.04335, "loss_cls": 0.17794, "acc": 93.55615, "loss_bbox": 0.22075, "loss_mask": 0.22175, "loss": 0.68428, "time": 0.93186}
{"mode": "train", "epoch": 9, "iter": 1950, "lr": 2e-05, "memory": 5836, "data_time": 0.02464, "loss_rpn_cls": 0.01799, "loss_rpn_bbox": 0.04116, "loss_cls": 0.16662, "acc": 94.02173, "loss_bbox": 0.20565, "loss_mask": 0.2185, "loss": 0.64992, "time": 0.95959}
{"mode": "train", "epoch": 9, "iter": 2000, "lr": 2e-05, "memory": 5836, "data_time": 0.02597, "loss_rpn_cls": 0.01932, "loss_rpn_bbox": 0.04145, "loss_cls": 0.16547, "acc": 93.92212, "loss_bbox": 0.21195, "loss_mask": 0.22087, "loss": 0.65906, "time": 0.93632}
{"mode": "train", "epoch": 9, "iter": 2050, "lr": 2e-05, "memory": 5836, "data_time": 0.02714, "loss_rpn_cls": 0.01819, "loss_rpn_bbox": 0.04045, "loss_cls": 0.16633, "acc": 93.86987, "loss_bbox": 0.20857, "loss_mask": 0.21932, "loss": 0.65287, "time": 0.92828}
{"mode": "train", "epoch": 9, "iter": 2100, "lr": 2e-05, "memory": 5836, "data_time": 0.02674, "loss_rpn_cls": 0.01793, "loss_rpn_bbox": 0.03854, "loss_cls": 0.16771, "acc": 93.86011, "loss_bbox": 0.20969, "loss_mask": 0.21521, "loss": 0.64908, "time": 0.93596}
{"mode": "train", "epoch": 9, "iter": 2150, "lr": 2e-05, "memory": 5836, "data_time": 0.02454, "loss_rpn_cls": 0.01811, "loss_rpn_bbox": 0.0413, "loss_cls": 0.17143, "acc": 93.70874, "loss_bbox": 0.21752, "loss_mask": 0.2215, "loss": 0.66986, "time": 0.95503}
{"mode": "train", "epoch": 9, "iter": 2200, "lr": 2e-05, "memory": 5836, "data_time": 0.02372, "loss_rpn_cls": 0.01972, "loss_rpn_bbox": 0.04264, "loss_cls": 0.1756, "acc": 93.55469, "loss_bbox": 0.21714, "loss_mask": 0.22342, "loss": 0.67853, "time": 1.01638}
{"mode": "train", "epoch": 9, "iter": 2250, "lr": 2e-05, "memory": 5836, "data_time": 0.025, "loss_rpn_cls": 0.01806, "loss_rpn_bbox": 0.04049, "loss_cls": 0.17001, "acc": 93.79321, "loss_bbox": 0.21419, "loss_mask": 0.22311, "loss": 0.66586, "time": 0.94472}
{"mode": "train", "epoch": 9, "iter": 2300, "lr": 2e-05, "memory": 5836, "data_time": 0.02189, "loss_rpn_cls": 0.01917, "loss_rpn_bbox": 0.04063, "loss_cls": 0.16455, "acc": 93.9707, "loss_bbox": 0.21076, "loss_mask": 0.22344, "loss": 0.65857, "time": 0.96624}
{"mode": "train", "epoch": 9, "iter": 2350, "lr": 2e-05, "memory": 5836, "data_time": 0.02697, "loss_rpn_cls": 0.02054, "loss_rpn_bbox": 0.04394, "loss_cls": 0.17985, "acc": 93.34351, "loss_bbox": 0.23001, "loss_mask": 0.22713, "loss": 0.70148, "time": 0.95524}
{"mode": "train", "epoch": 9, "iter": 2400, "lr": 2e-05, "memory": 5836, "data_time": 0.02952, "loss_rpn_cls": 0.01717, "loss_rpn_bbox": 0.04254, "loss_cls": 0.16734, "acc": 93.83325, "loss_bbox": 0.21532, "loss_mask": 0.22199, "loss": 0.66437, "time": 0.94827}
{"mode": "train", "epoch": 9, "iter": 2450, "lr": 2e-05, "memory": 5836, "data_time": 0.02876, "loss_rpn_cls": 0.01776, "loss_rpn_bbox": 0.04058, "loss_cls": 0.17185, "acc": 93.71094, "loss_bbox": 0.21964, "loss_mask": 0.22221, "loss": 0.67204, "time": 0.95071}
{"mode": "train", "epoch": 9, "iter": 2500, "lr": 2e-05, "memory": 5836, "data_time": 0.02619, "loss_rpn_cls": 0.01799, "loss_rpn_bbox": 0.0399, "loss_cls": 0.17265, "acc": 93.68262, "loss_bbox": 0.21688, "loss_mask": 0.22111, "loss": 0.66852, "time": 0.94192}
{"mode": "train", "epoch": 9, "iter": 2550, "lr": 2e-05, "memory": 5836, "data_time": 0.02692, "loss_rpn_cls": 0.0192, "loss_rpn_bbox": 0.04065, "loss_cls": 0.1702, "acc": 93.78125, "loss_bbox": 0.21409, "loss_mask": 0.21838, "loss": 0.66251, "time": 0.91141}
{"mode": "train", "epoch": 9, "iter": 2600, "lr": 2e-05, "memory": 5836, "data_time": 0.03315, "loss_rpn_cls": 0.01864, "loss_rpn_bbox": 0.0409, "loss_cls": 0.16736, "acc": 93.84082, "loss_bbox": 0.21238, "loss_mask": 0.21896, "loss": 0.65824, "time": 0.93474}
{"mode": "train", "epoch": 9, "iter": 2650, "lr": 2e-05, "memory": 5836, "data_time": 0.02246, "loss_rpn_cls": 0.01705, "loss_rpn_bbox": 0.03826, "loss_cls": 0.16452, "acc": 93.97388, "loss_bbox": 0.20384, "loss_mask": 0.21457, "loss": 0.63825, "time": 0.93405}
{"mode": "train", "epoch": 9, "iter": 2700, "lr": 2e-05, "memory": 5836, "data_time": 0.02371, "loss_rpn_cls": 0.01826, "loss_rpn_bbox": 0.03989, "loss_cls": 0.17276, "acc": 93.73413, "loss_bbox": 0.21373, "loss_mask": 0.21791, "loss": 0.66255, "time": 0.96182}
{"mode": "train", "epoch": 9, "iter": 2750, "lr": 2e-05, "memory": 5836, "data_time": 0.02801, "loss_rpn_cls": 0.01847, "loss_rpn_bbox": 0.03821, "loss_cls": 0.17358, "acc": 93.78979, "loss_bbox": 0.21291, "loss_mask": 0.21662, "loss": 0.6598, "time": 0.93488}
{"mode": "train", "epoch": 9, "iter": 2800, "lr": 2e-05, "memory": 5836, "data_time": 0.03169, "loss_rpn_cls": 0.01791, "loss_rpn_bbox": 0.03979, "loss_cls": 0.16649, "acc": 93.91138, "loss_bbox": 0.21466, "loss_mask": 0.21605, "loss": 0.65489, "time": 0.93868}
{"mode": "train", "epoch": 9, "iter": 2850, "lr": 2e-05, "memory": 5836, "data_time": 0.02966, "loss_rpn_cls": 0.0189, "loss_rpn_bbox": 0.04059, "loss_cls": 0.17411, "acc": 93.65991, "loss_bbox": 0.21884, "loss_mask": 0.21663, "loss": 0.66905, "time": 0.92555}
{"mode": "train", "epoch": 9, "iter": 2900, "lr": 2e-05, "memory": 5836, "data_time": 0.02555, "loss_rpn_cls": 0.01887, "loss_rpn_bbox": 0.043, "loss_cls": 0.17675, "acc": 93.47583, "loss_bbox": 0.2221, "loss_mask": 0.22012, "loss": 0.68086, "time": 0.97626}
{"mode": "train", "epoch": 9, "iter": 2950, "lr": 2e-05, "memory": 5836, "data_time": 0.02807, "loss_rpn_cls": 0.01908, "loss_rpn_bbox": 0.04451, "loss_cls": 0.18145, "acc": 93.30029, "loss_bbox": 0.22873, "loss_mask": 0.2203, "loss": 0.69407, "time": 1.00972}
{"mode": "train", "epoch": 9, "iter": 3000, "lr": 2e-05, "memory": 5836, "data_time": 0.02658, "loss_rpn_cls": 0.01925, "loss_rpn_bbox": 0.04235, "loss_cls": 0.17682, "acc": 93.57422, "loss_bbox": 0.22026, "loss_mask": 0.22325, "loss": 0.68193, "time": 0.95791}
{"mode": "train", "epoch": 9, "iter": 3050, "lr": 2e-05, "memory": 5836, "data_time": 0.02744, "loss_rpn_cls": 0.01798, "loss_rpn_bbox": 0.03917, "loss_cls": 0.16673, "acc": 93.91357, "loss_bbox": 0.2108, "loss_mask": 0.21946, "loss": 0.65413, "time": 0.9379}
{"mode": "train", "epoch": 9, "iter": 3100, "lr": 2e-05, "memory": 5836, "data_time": 0.03072, "loss_rpn_cls": 0.01962, "loss_rpn_bbox": 0.04395, "loss_cls": 0.18194, "acc": 93.30591, "loss_bbox": 0.22765, "loss_mask": 0.22605, "loss": 0.6992, "time": 0.96017}
{"mode": "train", "epoch": 9, "iter": 3150, "lr": 2e-05, "memory": 5836, "data_time": 0.02672, "loss_rpn_cls": 0.01899, "loss_rpn_bbox": 0.04143, "loss_cls": 0.17292, "acc": 93.68188, "loss_bbox": 0.2154, "loss_mask": 0.2218, "loss": 0.67053, "time": 0.91157}
{"mode": "train", "epoch": 9, "iter": 3200, "lr": 2e-05, "memory": 5836, "data_time": 0.02786, "loss_rpn_cls": 0.01777, "loss_rpn_bbox": 0.03863, "loss_cls": 0.15708, "acc": 94.19702, "loss_bbox": 0.20096, "loss_mask": 0.21554, "loss": 0.62998, "time": 0.89219}
{"mode": "train", "epoch": 9, "iter": 3250, "lr": 2e-05, "memory": 5836, "data_time": 0.023, "loss_rpn_cls": 0.01786, "loss_rpn_bbox": 0.04029, "loss_cls": 0.16502, "acc": 93.86816, "loss_bbox": 0.21423, "loss_mask": 0.22038, "loss": 0.65778, "time": 0.92523}
{"mode": "train", "epoch": 9, "iter": 3300, "lr": 2e-05, "memory": 5836, "data_time": 0.0289, "loss_rpn_cls": 0.01891, "loss_rpn_bbox": 0.04229, "loss_cls": 0.16671, "acc": 93.8916, "loss_bbox": 0.20485, "loss_mask": 0.21687, "loss": 0.64963, "time": 0.91594}
{"mode": "train", "epoch": 9, "iter": 3350, "lr": 2e-05, "memory": 5836, "data_time": 0.02351, "loss_rpn_cls": 0.01922, "loss_rpn_bbox": 0.0423, "loss_cls": 0.17097, "acc": 93.63501, "loss_bbox": 0.22195, "loss_mask": 0.22651, "loss": 0.68096, "time": 0.95798}
{"mode": "train", "epoch": 9, "iter": 3400, "lr": 2e-05, "memory": 5836, "data_time": 0.02187, "loss_rpn_cls": 0.01803, "loss_rpn_bbox": 0.04093, "loss_cls": 0.16963, "acc": 93.79688, "loss_bbox": 0.21432, "loss_mask": 0.22304, "loss": 0.66595, "time": 0.93786}
{"mode": "train", "epoch": 9, "iter": 3450, "lr": 2e-05, "memory": 5836, "data_time": 0.02929, "loss_rpn_cls": 0.01741, "loss_rpn_bbox": 0.04061, "loss_cls": 0.16813, "acc": 93.85815, "loss_bbox": 0.20924, "loss_mask": 0.21781, "loss": 0.65319, "time": 0.92929}
{"mode": "train", "epoch": 9, "iter": 3500, "lr": 2e-05, "memory": 5836, "data_time": 0.02751, "loss_rpn_cls": 0.0167, "loss_rpn_bbox": 0.03913, "loss_cls": 0.16107, "acc": 94.06934, "loss_bbox": 0.20621, "loss_mask": 0.21487, "loss": 0.63798, "time": 0.94622}
{"mode": "train", "epoch": 9, "iter": 3550, "lr": 2e-05, "memory": 5836, "data_time": 0.02585, "loss_rpn_cls": 0.01603, "loss_rpn_bbox": 0.03797, "loss_cls": 0.16288, "acc": 94.05591, "loss_bbox": 0.20138, "loss_mask": 0.2177, "loss": 0.63597, "time": 0.92332}
{"mode": "train", "epoch": 9, "iter": 3600, "lr": 2e-05, "memory": 5836, "data_time": 0.02472, "loss_rpn_cls": 0.01799, "loss_rpn_bbox": 0.04272, "loss_cls": 0.17003, "acc": 93.82373, "loss_bbox": 0.21625, "loss_mask": 0.21786, "loss": 0.66485, "time": 0.93396}
{"mode": "train", "epoch": 9, "iter": 3650, "lr": 2e-05, "memory": 5836, "data_time": 0.02504, "loss_rpn_cls": 0.01754, "loss_rpn_bbox": 0.04089, "loss_cls": 0.16727, "acc": 93.8877, "loss_bbox": 0.20965, "loss_mask": 0.21929, "loss": 0.65464, "time": 0.96003}
{"mode": "train", "epoch": 9, "iter": 3700, "lr": 2e-05, "memory": 5836, "data_time": 0.02739, "loss_rpn_cls": 0.01908, "loss_rpn_bbox": 0.04032, "loss_cls": 0.17739, "acc": 93.4502, "loss_bbox": 0.2214, "loss_mask": 0.21999, "loss": 0.67817, "time": 0.98708}
{"mode": "train", "epoch": 9, "iter": 3750, "lr": 2e-05, "memory": 5836, "data_time": 0.02404, "loss_rpn_cls": 0.01781, "loss_rpn_bbox": 0.03843, "loss_cls": 0.16729, "acc": 93.83447, "loss_bbox": 0.20984, "loss_mask": 0.21602, "loss": 0.64938, "time": 0.92431}
{"mode": "train", "epoch": 9, "iter": 3800, "lr": 2e-05, "memory": 5836, "data_time": 0.02626, "loss_rpn_cls": 0.01827, "loss_rpn_bbox": 0.04099, "loss_cls": 0.16823, "acc": 93.82593, "loss_bbox": 0.21478, "loss_mask": 0.21956, "loss": 0.66182, "time": 0.92125}
{"mode": "train", "epoch": 9, "iter": 3850, "lr": 2e-05, "memory": 5836, "data_time": 0.02774, "loss_rpn_cls": 0.01798, "loss_rpn_bbox": 0.04123, "loss_cls": 0.17187, "acc": 93.69873, "loss_bbox": 0.22029, "loss_mask": 0.22045, "loss": 0.67182, "time": 0.94268}
{"mode": "train", "epoch": 9, "iter": 3900, "lr": 2e-05, "memory": 5836, "data_time": 0.02468, "loss_rpn_cls": 0.01598, "loss_rpn_bbox": 0.03973, "loss_cls": 0.16301, "acc": 94.00146, "loss_bbox": 0.20602, "loss_mask": 0.21308, "loss": 0.63783, "time": 0.93448}
{"mode": "train", "epoch": 9, "iter": 3950, "lr": 2e-05, "memory": 5836, "data_time": 0.02873, "loss_rpn_cls": 0.01807, "loss_rpn_bbox": 0.04142, "loss_cls": 0.16527, "acc": 93.82471, "loss_bbox": 0.20916, "loss_mask": 0.21655, "loss": 0.65045, "time": 0.92291}
{"mode": "train", "epoch": 9, "iter": 4000, "lr": 2e-05, "memory": 5836, "data_time": 0.02845, "loss_rpn_cls": 0.01805, "loss_rpn_bbox": 0.04308, "loss_cls": 0.17465, "acc": 93.55615, "loss_bbox": 0.21922, "loss_mask": 0.21723, "loss": 0.67223, "time": 0.91212}
{"mode": "train", "epoch": 9, "iter": 4050, "lr": 2e-05, "memory": 5836, "data_time": 0.02784, "loss_rpn_cls": 0.01669, "loss_rpn_bbox": 0.03907, "loss_cls": 0.16363, "acc": 94.02271, "loss_bbox": 0.20957, "loss_mask": 0.21331, "loss": 0.64228, "time": 0.92001}
{"mode": "train", "epoch": 9, "iter": 4100, "lr": 2e-05, "memory": 5836, "data_time": 0.02775, "loss_rpn_cls": 0.0184, "loss_rpn_bbox": 0.04187, "loss_cls": 0.18122, "acc": 93.39209, "loss_bbox": 0.22525, "loss_mask": 0.22366, "loss": 0.69039, "time": 0.93495}
{"mode": "train", "epoch": 9, "iter": 4150, "lr": 2e-05, "memory": 5836, "data_time": 0.02393, "loss_rpn_cls": 0.01733, "loss_rpn_bbox": 0.04105, "loss_cls": 0.16698, "acc": 93.88477, "loss_bbox": 0.21772, "loss_mask": 0.21668, "loss": 0.65975, "time": 0.92122}
{"mode": "train", "epoch": 9, "iter": 4200, "lr": 2e-05, "memory": 5836, "data_time": 0.02173, "loss_rpn_cls": 0.01851, "loss_rpn_bbox": 0.03783, "loss_cls": 0.17036, "acc": 93.89014, "loss_bbox": 0.2051, "loss_mask": 0.21185, "loss": 0.64365, "time": 0.91858}
{"mode": "train", "epoch": 9, "iter": 4250, "lr": 2e-05, "memory": 5836, "data_time": 0.0313, "loss_rpn_cls": 0.01879, "loss_rpn_bbox": 0.04374, "loss_cls": 0.17165, "acc": 93.67651, "loss_bbox": 0.22246, "loss_mask": 0.22098, "loss": 0.67762, "time": 0.94179}
{"mode": "train", "epoch": 9, "iter": 4300, "lr": 2e-05, "memory": 5836, "data_time": 0.02872, "loss_rpn_cls": 0.01926, "loss_rpn_bbox": 0.04222, "loss_cls": 0.17139, "acc": 93.74927, "loss_bbox": 0.21261, "loss_mask": 0.22065, "loss": 0.66613, "time": 0.95542}
{"mode": "train", "epoch": 9, "iter": 4350, "lr": 2e-05, "memory": 5836, "data_time": 0.02659, "loss_rpn_cls": 0.01733, "loss_rpn_bbox": 0.04067, "loss_cls": 0.16676, "acc": 93.89771, "loss_bbox": 0.21054, "loss_mask": 0.21783, "loss": 0.65314, "time": 0.95917}
{"mode": "train", "epoch": 9, "iter": 4400, "lr": 2e-05, "memory": 5836, "data_time": 0.02648, "loss_rpn_cls": 0.01693, "loss_rpn_bbox": 0.03979, "loss_cls": 0.16718, "acc": 93.84204, "loss_bbox": 0.21018, "loss_mask": 0.22106, "loss": 0.65515, "time": 0.91513}
{"mode": "train", "epoch": 9, "iter": 4450, "lr": 2e-05, "memory": 5836, "data_time": 0.02708, "loss_rpn_cls": 0.01865, "loss_rpn_bbox": 0.04138, "loss_cls": 0.16605, "acc": 93.89868, "loss_bbox": 0.20998, "loss_mask": 0.21671, "loss": 0.65277, "time": 0.92666}
{"mode": "train", "epoch": 9, "iter": 4500, "lr": 2e-05, "memory": 5836, "data_time": 0.02513, "loss_rpn_cls": 0.01899, "loss_rpn_bbox": 0.04134, "loss_cls": 0.1748, "acc": 93.62329, "loss_bbox": 0.22181, "loss_mask": 0.22668, "loss": 0.68361, "time": 0.92968}
{"mode": "train", "epoch": 9, "iter": 4550, "lr": 2e-05, "memory": 5836, "data_time": 0.02799, "loss_rpn_cls": 0.01822, "loss_rpn_bbox": 0.04322, "loss_cls": 0.17479, "acc": 93.49121, "loss_bbox": 0.22127, "loss_mask": 0.21905, "loss": 0.67655, "time": 0.95242}
{"mode": "train", "epoch": 9, "iter": 4600, "lr": 2e-05, "memory": 5836, "data_time": 0.02681, "loss_rpn_cls": 0.01711, "loss_rpn_bbox": 0.04216, "loss_cls": 0.17023, "acc": 93.73389, "loss_bbox": 0.21668, "loss_mask": 0.22402, "loss": 0.6702, "time": 0.90566}
{"mode": "train", "epoch": 9, "iter": 4650, "lr": 2e-05, "memory": 5836, "data_time": 0.02022, "loss_rpn_cls": 0.01733, "loss_rpn_bbox": 0.03913, "loss_cls": 0.15696, "acc": 94.26025, "loss_bbox": 0.20237, "loss_mask": 0.21629, "loss": 0.63207, "time": 0.88531}
{"mode": "train", "epoch": 9, "iter": 4700, "lr": 2e-05, "memory": 5836, "data_time": 0.02626, "loss_rpn_cls": 0.01822, "loss_rpn_bbox": 0.03886, "loss_cls": 0.16568, "acc": 93.91357, "loss_bbox": 0.20807, "loss_mask": 0.22055, "loss": 0.65137, "time": 0.91767}
{"mode": "train", "epoch": 9, "iter": 4750, "lr": 2e-05, "memory": 5836, "data_time": 0.02582, "loss_rpn_cls": 0.01961, "loss_rpn_bbox": 0.04145, "loss_cls": 0.17615, "acc": 93.53467, "loss_bbox": 0.22373, "loss_mask": 0.22189, "loss": 0.68283, "time": 0.93803}
{"mode": "train", "epoch": 9, "iter": 4800, "lr": 2e-05, "memory": 5836, "data_time": 0.0271, "loss_rpn_cls": 0.01787, "loss_rpn_bbox": 0.04037, "loss_cls": 0.17311, "acc": 93.8064, "loss_bbox": 0.2154, "loss_mask": 0.21936, "loss": 0.6661, "time": 0.91681}
{"mode": "train", "epoch": 9, "iter": 4850, "lr": 2e-05, "memory": 5836, "data_time": 0.02337, "loss_rpn_cls": 0.01674, "loss_rpn_bbox": 0.03924, "loss_cls": 0.1629, "acc": 94.08813, "loss_bbox": 0.20758, "loss_mask": 0.21612, "loss": 0.64259, "time": 0.96734}
{"mode": "train", "epoch": 9, "iter": 4900, "lr": 2e-05, "memory": 5836, "data_time": 0.02558, "loss_rpn_cls": 0.01832, "loss_rpn_bbox": 0.04156, "loss_cls": 0.17204, "acc": 93.54077, "loss_bbox": 0.22133, "loss_mask": 0.22014, "loss": 0.67339, "time": 0.93449}
{"mode": "train", "epoch": 9, "iter": 4950, "lr": 2e-05, "memory": 5836, "data_time": 0.02402, "loss_rpn_cls": 0.01707, "loss_rpn_bbox": 0.0384, "loss_cls": 0.16028, "acc": 94.08545, "loss_bbox": 0.20656, "loss_mask": 0.21946, "loss": 0.64177, "time": 0.93712}
{"mode": "train", "epoch": 9, "iter": 5000, "lr": 2e-05, "memory": 5836, "data_time": 0.02658, "loss_rpn_cls": 0.01798, "loss_rpn_bbox": 0.04142, "loss_cls": 0.17074, "acc": 93.74805, "loss_bbox": 0.21491, "loss_mask": 0.21915, "loss": 0.6642, "time": 0.91797}
{"mode": "train", "epoch": 9, "iter": 5050, "lr": 2e-05, "memory": 5836, "data_time": 0.02814, "loss_rpn_cls": 0.01827, "loss_rpn_bbox": 0.04218, "loss_cls": 0.16816, "acc": 93.8103, "loss_bbox": 0.21153, "loss_mask": 0.22256, "loss": 0.66269, "time": 0.96826}
{"mode": "train", "epoch": 9, "iter": 5100, "lr": 2e-05, "memory": 5836, "data_time": 0.02574, "loss_rpn_cls": 0.01863, "loss_rpn_bbox": 0.04351, "loss_cls": 0.16728, "acc": 93.72852, "loss_bbox": 0.21486, "loss_mask": 0.21973, "loss": 0.66401, "time": 0.95056}
{"mode": "train", "epoch": 9, "iter": 5150, "lr": 2e-05, "memory": 5836, "data_time": 0.02973, "loss_rpn_cls": 0.0177, "loss_rpn_bbox": 0.03942, "loss_cls": 0.16495, "acc": 93.93726, "loss_bbox": 0.21463, "loss_mask": 0.22658, "loss": 0.6633, "time": 0.95331}
{"mode": "train", "epoch": 9, "iter": 5200, "lr": 2e-05, "memory": 5836, "data_time": 0.02284, "loss_rpn_cls": 0.01747, "loss_rpn_bbox": 0.03793, "loss_cls": 0.16568, "acc": 94.00928, "loss_bbox": 0.20763, "loss_mask": 0.21947, "loss": 0.64817, "time": 0.91843}
{"mode": "train", "epoch": 9, "iter": 5250, "lr": 2e-05, "memory": 5836, "data_time": 0.02369, "loss_rpn_cls": 0.01765, "loss_rpn_bbox": 0.04024, "loss_cls": 0.16634, "acc": 93.87988, "loss_bbox": 0.21045, "loss_mask": 0.22101, "loss": 0.65569, "time": 0.89875}
{"mode": "train", "epoch": 9, "iter": 5300, "lr": 2e-05, "memory": 5836, "data_time": 0.0218, "loss_rpn_cls": 0.01923, "loss_rpn_bbox": 0.04172, "loss_cls": 0.16922, "acc": 93.81104, "loss_bbox": 0.21087, "loss_mask": 0.21956, "loss": 0.6606, "time": 0.93081}
{"mode": "train", "epoch": 9, "iter": 5350, "lr": 2e-05, "memory": 5836, "data_time": 0.02555, "loss_rpn_cls": 0.01801, "loss_rpn_bbox": 0.04061, "loss_cls": 0.16918, "acc": 93.75903, "loss_bbox": 0.21635, "loss_mask": 0.22413, "loss": 0.66828, "time": 0.93264}
{"mode": "train", "epoch": 9, "iter": 5400, "lr": 2e-05, "memory": 5836, "data_time": 0.02206, "loss_rpn_cls": 0.01822, "loss_rpn_bbox": 0.03995, "loss_cls": 0.16874, "acc": 93.80029, "loss_bbox": 0.21422, "loss_mask": 0.22253, "loss": 0.66367, "time": 0.89332}
{"mode": "train", "epoch": 9, "iter": 5450, "lr": 2e-05, "memory": 5836, "data_time": 0.02277, "loss_rpn_cls": 0.01827, "loss_rpn_bbox": 0.0395, "loss_cls": 0.16425, "acc": 93.95557, "loss_bbox": 0.21005, "loss_mask": 0.21512, "loss": 0.6472, "time": 0.92097}
{"mode": "train", "epoch": 9, "iter": 5500, "lr": 2e-05, "memory": 5836, "data_time": 0.02244, "loss_rpn_cls": 0.0175, "loss_rpn_bbox": 0.04243, "loss_cls": 0.17262, "acc": 93.64795, "loss_bbox": 0.21922, "loss_mask": 0.22353, "loss": 0.6753, "time": 0.926}
{"mode": "train", "epoch": 9, "iter": 5550, "lr": 2e-05, "memory": 5836, "data_time": 0.03222, "loss_rpn_cls": 0.01723, "loss_rpn_bbox": 0.04072, "loss_cls": 0.16855, "acc": 93.71338, "loss_bbox": 0.21515, "loss_mask": 0.21803, "loss": 0.65968, "time": 0.92167}
{"mode": "train", "epoch": 9, "iter": 5600, "lr": 2e-05, "memory": 5836, "data_time": 0.02393, "loss_rpn_cls": 0.01839, "loss_rpn_bbox": 0.03928, "loss_cls": 0.16064, "acc": 94.17188, "loss_bbox": 0.20147, "loss_mask": 0.21376, "loss": 0.63354, "time": 0.97485}
{"mode": "train", "epoch": 9, "iter": 5650, "lr": 2e-05, "memory": 5836, "data_time": 0.02993, "loss_rpn_cls": 0.01864, "loss_rpn_bbox": 0.04229, "loss_cls": 0.17185, "acc": 93.69482, "loss_bbox": 0.22332, "loss_mask": 0.22193, "loss": 0.67803, "time": 0.97019}
{"mode": "train", "epoch": 9, "iter": 5700, "lr": 2e-05, "memory": 5836, "data_time": 0.0267, "loss_rpn_cls": 0.01695, "loss_rpn_bbox": 0.04129, "loss_cls": 0.17064, "acc": 93.72583, "loss_bbox": 0.22046, "loss_mask": 0.22333, "loss": 0.67266, "time": 0.9444}
{"mode": "train", "epoch": 9, "iter": 5750, "lr": 2e-05, "memory": 5836, "data_time": 0.02592, "loss_rpn_cls": 0.01742, "loss_rpn_bbox": 0.0386, "loss_cls": 0.16268, "acc": 94.07617, "loss_bbox": 0.20628, "loss_mask": 0.21527, "loss": 0.64024, "time": 0.92535}
{"mode": "train", "epoch": 9, "iter": 5800, "lr": 2e-05, "memory": 5836, "data_time": 0.02488, "loss_rpn_cls": 0.01713, "loss_rpn_bbox": 0.03976, "loss_cls": 0.16672, "acc": 93.82129, "loss_bbox": 0.21122, "loss_mask": 0.21825, "loss": 0.65309, "time": 0.94227}
{"mode": "train", "epoch": 9, "iter": 5850, "lr": 2e-05, "memory": 5836, "data_time": 0.02361, "loss_rpn_cls": 0.01858, "loss_rpn_bbox": 0.04004, "loss_cls": 0.16941, "acc": 93.77441, "loss_bbox": 0.21626, "loss_mask": 0.22089, "loss": 0.66519, "time": 0.92691}
{"mode": "train", "epoch": 9, "iter": 5900, "lr": 2e-05, "memory": 5836, "data_time": 0.02882, "loss_rpn_cls": 0.01746, "loss_rpn_bbox": 0.04196, "loss_cls": 0.16567, "acc": 93.93701, "loss_bbox": 0.20825, "loss_mask": 0.22118, "loss": 0.65452, "time": 0.90893}
{"mode": "train", "epoch": 9, "iter": 5950, "lr": 2e-05, "memory": 5836, "data_time": 0.0264, "loss_rpn_cls": 0.01794, "loss_rpn_bbox": 0.0409, "loss_cls": 0.16874, "acc": 93.80396, "loss_bbox": 0.21481, "loss_mask": 0.22087, "loss": 0.66325, "time": 0.92749}
{"mode": "train", "epoch": 9, "iter": 6000, "lr": 2e-05, "memory": 5836, "data_time": 0.02527, "loss_rpn_cls": 0.01624, "loss_rpn_bbox": 0.04076, "loss_cls": 0.17324, "acc": 93.62793, "loss_bbox": 0.21893, "loss_mask": 0.21783, "loss": 0.66699, "time": 0.95838}
{"mode": "train", "epoch": 9, "iter": 6050, "lr": 2e-05, "memory": 5836, "data_time": 0.0261, "loss_rpn_cls": 0.01859, "loss_rpn_bbox": 0.04197, "loss_cls": 0.16544, "acc": 93.90137, "loss_bbox": 0.21195, "loss_mask": 0.22005, "loss": 0.658, "time": 0.93148}
{"mode": "train", "epoch": 9, "iter": 6100, "lr": 2e-05, "memory": 5836, "data_time": 0.02938, "loss_rpn_cls": 0.0198, "loss_rpn_bbox": 0.04285, "loss_cls": 0.17197, "acc": 93.65259, "loss_bbox": 0.22167, "loss_mask": 0.22291, "loss": 0.6792, "time": 0.93229}
{"mode": "train", "epoch": 9, "iter": 6150, "lr": 2e-05, "memory": 5836, "data_time": 0.02733, "loss_rpn_cls": 0.01839, "loss_rpn_bbox": 0.04069, "loss_cls": 0.16318, "acc": 94.07007, "loss_bbox": 0.20528, "loss_mask": 0.21595, "loss": 0.64349, "time": 0.91724}
{"mode": "train", "epoch": 9, "iter": 6200, "lr": 2e-05, "memory": 5836, "data_time": 0.02156, "loss_rpn_cls": 0.01827, "loss_rpn_bbox": 0.04015, "loss_cls": 0.16537, "acc": 94.00586, "loss_bbox": 0.2058, "loss_mask": 0.21563, "loss": 0.64522, "time": 0.95243}
{"mode": "train", "epoch": 9, "iter": 6250, "lr": 2e-05, "memory": 5836, "data_time": 0.02509, "loss_rpn_cls": 0.0173, "loss_rpn_bbox": 0.03799, "loss_cls": 0.16156, "acc": 94.10059, "loss_bbox": 0.20138, "loss_mask": 0.21252, "loss": 0.63076, "time": 0.97898}
{"mode": "train", "epoch": 9, "iter": 6300, "lr": 2e-05, "memory": 5836, "data_time": 0.02407, "loss_rpn_cls": 0.01985, "loss_rpn_bbox": 0.04338, "loss_cls": 0.17031, "acc": 93.73413, "loss_bbox": 0.2118, "loss_mask": 0.21804, "loss": 0.66338, "time": 0.99467}
{"mode": "train", "epoch": 9, "iter": 6350, "lr": 2e-05, "memory": 5836, "data_time": 0.0249, "loss_rpn_cls": 0.01843, "loss_rpn_bbox": 0.04144, "loss_cls": 0.17182, "acc": 93.75342, "loss_bbox": 0.21759, "loss_mask": 0.22032, "loss": 0.66961, "time": 1.03404}
{"mode": "train", "epoch": 9, "iter": 6400, "lr": 2e-05, "memory": 5836, "data_time": 0.02486, "loss_rpn_cls": 0.01781, "loss_rpn_bbox": 0.03768, "loss_cls": 0.15958, "acc": 94.12231, "loss_bbox": 0.1986, "loss_mask": 0.2144, "loss": 0.62806, "time": 0.99937}
{"mode": "train", "epoch": 9, "iter": 6450, "lr": 2e-05, "memory": 5836, "data_time": 0.02615, "loss_rpn_cls": 0.01951, "loss_rpn_bbox": 0.04118, "loss_cls": 0.17519, "acc": 93.65381, "loss_bbox": 0.22651, "loss_mask": 0.22443, "loss": 0.68683, "time": 0.97754}
{"mode": "train", "epoch": 9, "iter": 6500, "lr": 2e-05, "memory": 5836, "data_time": 0.0256, "loss_rpn_cls": 0.01732, "loss_rpn_bbox": 0.04229, "loss_cls": 0.17438, "acc": 93.52832, "loss_bbox": 0.22456, "loss_mask": 0.22279, "loss": 0.68135, "time": 0.97603}
{"mode": "train", "epoch": 9, "iter": 6550, "lr": 2e-05, "memory": 5836, "data_time": 0.02659, "loss_rpn_cls": 0.01824, "loss_rpn_bbox": 0.04243, "loss_cls": 0.17002, "acc": 93.72876, "loss_bbox": 0.21569, "loss_mask": 0.22137, "loss": 0.66775, "time": 1.04667}
{"mode": "train", "epoch": 9, "iter": 6600, "lr": 2e-05, "memory": 5836, "data_time": 0.0231, "loss_rpn_cls": 0.01703, "loss_rpn_bbox": 0.04015, "loss_cls": 0.16225, "acc": 94.00586, "loss_bbox": 0.20904, "loss_mask": 0.21499, "loss": 0.64345, "time": 1.00915}
{"mode": "train", "epoch": 9, "iter": 6650, "lr": 2e-05, "memory": 5836, "data_time": 0.02828, "loss_rpn_cls": 0.01746, "loss_rpn_bbox": 0.0392, "loss_cls": 0.15825, "acc": 94.20532, "loss_bbox": 0.20592, "loss_mask": 0.21624, "loss": 0.63708, "time": 0.98998}
{"mode": "train", "epoch": 9, "iter": 6700, "lr": 2e-05, "memory": 5836, "data_time": 0.02269, "loss_rpn_cls": 0.01757, "loss_rpn_bbox": 0.04132, "loss_cls": 0.16992, "acc": 93.70703, "loss_bbox": 0.21613, "loss_mask": 0.21722, "loss": 0.66216, "time": 0.9889}
{"mode": "train", "epoch": 9, "iter": 6750, "lr": 2e-05, "memory": 5836, "data_time": 0.02563, "loss_rpn_cls": 0.01871, "loss_rpn_bbox": 0.04023, "loss_cls": 0.17315, "acc": 93.66772, "loss_bbox": 0.21859, "loss_mask": 0.22535, "loss": 0.67604, "time": 0.96947}
{"mode": "train", "epoch": 9, "iter": 6800, "lr": 2e-05, "memory": 5836, "data_time": 0.02734, "loss_rpn_cls": 0.0176, "loss_rpn_bbox": 0.04143, "loss_cls": 0.16309, "acc": 93.95361, "loss_bbox": 0.20892, "loss_mask": 0.21581, "loss": 0.64684, "time": 0.98296}
{"mode": "train", "epoch": 9, "iter": 6850, "lr": 2e-05, "memory": 5836, "data_time": 0.02614, "loss_rpn_cls": 0.01765, "loss_rpn_bbox": 0.04026, "loss_cls": 0.16966, "acc": 93.81372, "loss_bbox": 0.21307, "loss_mask": 0.21468, "loss": 0.65532, "time": 0.98244}
{"mode": "train", "epoch": 9, "iter": 6900, "lr": 2e-05, "memory": 5836, "data_time": 0.02872, "loss_rpn_cls": 0.01757, "loss_rpn_bbox": 0.0408, "loss_cls": 0.16759, "acc": 93.89966, "loss_bbox": 0.21124, "loss_mask": 0.22094, "loss": 0.65814, "time": 0.95857}
{"mode": "train", "epoch": 9, "iter": 6950, "lr": 2e-05, "memory": 5836, "data_time": 0.0261, "loss_rpn_cls": 0.01728, "loss_rpn_bbox": 0.03903, "loss_cls": 0.15958, "acc": 94.09424, "loss_bbox": 0.20716, "loss_mask": 0.21326, "loss": 0.63631, "time": 0.96176}
{"mode": "train", "epoch": 9, "iter": 7000, "lr": 2e-05, "memory": 5836, "data_time": 0.02903, "loss_rpn_cls": 0.01951, "loss_rpn_bbox": 0.04139, "loss_cls": 0.17745, "acc": 93.55859, "loss_bbox": 0.22396, "loss_mask": 0.22143, "loss": 0.68375, "time": 1.00294}
{"mode": "train", "epoch": 9, "iter": 7050, "lr": 2e-05, "memory": 5836, "data_time": 0.02021, "loss_rpn_cls": 0.01836, "loss_rpn_bbox": 0.0406, "loss_cls": 0.17264, "acc": 93.57056, "loss_bbox": 0.22101, "loss_mask": 0.22391, "loss": 0.67651, "time": 0.97209}
{"mode": "train", "epoch": 9, "iter": 7100, "lr": 2e-05, "memory": 5836, "data_time": 0.02836, "loss_rpn_cls": 0.01791, "loss_rpn_bbox": 0.039, "loss_cls": 0.16494, "acc": 93.86182, "loss_bbox": 0.21551, "loss_mask": 0.21485, "loss": 0.65221, "time": 1.00243}
{"mode": "train", "epoch": 9, "iter": 7150, "lr": 2e-05, "memory": 5836, "data_time": 0.02894, "loss_rpn_cls": 0.01733, "loss_rpn_bbox": 0.03828, "loss_cls": 0.16412, "acc": 93.94751, "loss_bbox": 0.21084, "loss_mask": 0.21614, "loss": 0.6467, "time": 0.97798}
{"mode": "train", "epoch": 9, "iter": 7200, "lr": 2e-05, "memory": 5836, "data_time": 0.0258, "loss_rpn_cls": 0.0171, "loss_rpn_bbox": 0.04056, "loss_cls": 0.16535, "acc": 93.89941, "loss_bbox": 0.20994, "loss_mask": 0.22017, "loss": 0.65311, "time": 1.00102}
{"mode": "train", "epoch": 9, "iter": 7250, "lr": 2e-05, "memory": 5836, "data_time": 0.02214, "loss_rpn_cls": 0.019, "loss_rpn_bbox": 0.04124, "loss_cls": 0.17241, "acc": 93.64087, "loss_bbox": 0.21781, "loss_mask": 0.22108, "loss": 0.67155, "time": 0.98984}
{"mode": "train", "epoch": 9, "iter": 7300, "lr": 2e-05, "memory": 5836, "data_time": 0.02417, "loss_rpn_cls": 0.01609, "loss_rpn_bbox": 0.04006, "loss_cls": 0.16263, "acc": 93.91602, "loss_bbox": 0.20445, "loss_mask": 0.21155, "loss": 0.63477, "time": 0.9897}
{"mode": "val", "epoch": 9, "iter": 625, "lr": 2e-05, "bbox_mAP": 0.4082, "bbox_mAP_50": 0.6238, "bbox_mAP_75": 0.447, "bbox_mAP_s": 0.2431, "bbox_mAP_m": 0.4404, "bbox_mAP_l": 0.5378, "bbox_mAP_copypaste": "0.4082 0.6238 0.4470 0.2431 0.4404 0.5378", "segm_mAP": 0.3776, "segm_mAP_50": 0.595, "segm_mAP_75": 0.4056, "segm_mAP_s": 0.1865, "segm_mAP_m": 0.4048, "segm_mAP_l": 0.5472, "segm_mAP_copypaste": "0.3776 0.5950 0.4056 0.1865 0.4048 0.5472"}
{"mode": "train", "epoch": 10, "iter": 50, "lr": 2e-05, "memory": 5836, "data_time": 0.10294, "loss_rpn_cls": 0.0167, "loss_rpn_bbox": 0.03962, "loss_cls": 0.16339, "acc": 93.89087, "loss_bbox": 0.21251, "loss_mask": 0.21515, "loss": 0.64737, "time": 1.05192}
{"mode": "train", "epoch": 10, "iter": 100, "lr": 2e-05, "memory": 5836, "data_time": 0.02379, "loss_rpn_cls": 0.01595, "loss_rpn_bbox": 0.03917, "loss_cls": 0.15405, "acc": 94.27051, "loss_bbox": 0.19836, "loss_mask": 0.21189, "loss": 0.61942, "time": 0.99936}
{"mode": "train", "epoch": 10, "iter": 150, "lr": 2e-05, "memory": 5836, "data_time": 0.0275, "loss_rpn_cls": 0.01612, "loss_rpn_bbox": 0.03909, "loss_cls": 0.15989, "acc": 94.10669, "loss_bbox": 0.20595, "loss_mask": 0.21695, "loss": 0.638, "time": 0.98858}
{"mode": "train", "epoch": 10, "iter": 200, "lr": 2e-05, "memory": 5836, "data_time": 0.02441, "loss_rpn_cls": 0.01854, "loss_rpn_bbox": 0.04278, "loss_cls": 0.16703, "acc": 93.83423, "loss_bbox": 0.21412, "loss_mask": 0.22059, "loss": 0.66306, "time": 1.02176}
{"mode": "train", "epoch": 10, "iter": 250, "lr": 2e-05, "memory": 5836, "data_time": 0.02488, "loss_rpn_cls": 0.01868, "loss_rpn_bbox": 0.04353, "loss_cls": 0.17296, "acc": 93.60913, "loss_bbox": 0.22513, "loss_mask": 0.21809, "loss": 0.67839, "time": 1.02616}
{"mode": "train", "epoch": 10, "iter": 300, "lr": 2e-05, "memory": 5836, "data_time": 0.02296, "loss_rpn_cls": 0.01542, "loss_rpn_bbox": 0.03718, "loss_cls": 0.15356, "acc": 94.3042, "loss_bbox": 0.20255, "loss_mask": 0.21412, "loss": 0.62283, "time": 0.95335}
{"mode": "train", "epoch": 10, "iter": 350, "lr": 2e-05, "memory": 5836, "data_time": 0.03087, "loss_rpn_cls": 0.01631, "loss_rpn_bbox": 0.04009, "loss_cls": 0.1634, "acc": 93.90845, "loss_bbox": 0.20829, "loss_mask": 0.21564, "loss": 0.64373, "time": 0.96516}
{"mode": "train", "epoch": 10, "iter": 400, "lr": 2e-05, "memory": 5836, "data_time": 0.03423, "loss_rpn_cls": 0.01718, "loss_rpn_bbox": 0.04125, "loss_cls": 0.16744, "acc": 93.76929, "loss_bbox": 0.21487, "loss_mask": 0.21746, "loss": 0.65819, "time": 1.00248}
{"mode": "train", "epoch": 10, "iter": 450, "lr": 2e-05, "memory": 5836, "data_time": 0.02792, "loss_rpn_cls": 0.0165, "loss_rpn_bbox": 0.03994, "loss_cls": 0.15894, "acc": 94.02979, "loss_bbox": 0.20344, "loss_mask": 0.21646, "loss": 0.63528, "time": 0.97498}
{"mode": "train", "epoch": 10, "iter": 500, "lr": 2e-05, "memory": 5836, "data_time": 0.028, "loss_rpn_cls": 0.01529, "loss_rpn_bbox": 0.04166, "loss_cls": 0.16126, "acc": 94.02002, "loss_bbox": 0.20852, "loss_mask": 0.2127, "loss": 0.63943, "time": 0.9793}
{"mode": "train", "epoch": 10, "iter": 550, "lr": 2e-05, "memory": 5836, "data_time": 0.03053, "loss_rpn_cls": 0.01578, "loss_rpn_bbox": 0.03912, "loss_cls": 0.16166, "acc": 94.06226, "loss_bbox": 0.20849, "loss_mask": 0.21214, "loss": 0.6372, "time": 0.93446}
{"mode": "train", "epoch": 10, "iter": 600, "lr": 2e-05, "memory": 5836, "data_time": 0.02988, "loss_rpn_cls": 0.01673, "loss_rpn_bbox": 0.04101, "loss_cls": 0.16215, "acc": 93.9292, "loss_bbox": 0.21598, "loss_mask": 0.21481, "loss": 0.65069, "time": 1.00446}
{"mode": "train", "epoch": 10, "iter": 650, "lr": 2e-05, "memory": 5836, "data_time": 0.03004, "loss_rpn_cls": 0.01672, "loss_rpn_bbox": 0.04131, "loss_cls": 0.162, "acc": 94.02441, "loss_bbox": 0.21046, "loss_mask": 0.21699, "loss": 0.64749, "time": 0.98827}
{"mode": "train", "epoch": 10, "iter": 700, "lr": 2e-05, "memory": 5836, "data_time": 0.02293, "loss_rpn_cls": 0.01445, "loss_rpn_bbox": 0.03803, "loss_cls": 0.1572, "acc": 94.16553, "loss_bbox": 0.20268, "loss_mask": 0.21416, "loss": 0.62652, "time": 0.97043}
{"mode": "train", "epoch": 10, "iter": 750, "lr": 2e-05, "memory": 5836, "data_time": 0.02218, "loss_rpn_cls": 0.0165, "loss_rpn_bbox": 0.03996, "loss_cls": 0.1624, "acc": 93.87939, "loss_bbox": 0.20905, "loss_mask": 0.21252, "loss": 0.64044, "time": 0.99265}
{"mode": "train", "epoch": 10, "iter": 800, "lr": 2e-05, "memory": 5836, "data_time": 0.02978, "loss_rpn_cls": 0.01751, "loss_rpn_bbox": 0.04153, "loss_cls": 0.15879, "acc": 94.10181, "loss_bbox": 0.20737, "loss_mask": 0.21344, "loss": 0.63865, "time": 0.97507}
{"mode": "train", "epoch": 10, "iter": 850, "lr": 2e-05, "memory": 5836, "data_time": 0.02987, "loss_rpn_cls": 0.01761, "loss_rpn_bbox": 0.04069, "loss_cls": 0.15849, "acc": 94.05322, "loss_bbox": 0.21079, "loss_mask": 0.21811, "loss": 0.6457, "time": 0.9981}
{"mode": "train", "epoch": 10, "iter": 900, "lr": 2e-05, "memory": 5836, "data_time": 0.0237, "loss_rpn_cls": 0.0166, "loss_rpn_bbox": 0.03919, "loss_cls": 0.15825, "acc": 94.21411, "loss_bbox": 0.20156, "loss_mask": 0.21141, "loss": 0.62701, "time": 0.96467}
{"mode": "train", "epoch": 10, "iter": 950, "lr": 2e-05, "memory": 5836, "data_time": 0.02492, "loss_rpn_cls": 0.01742, "loss_rpn_bbox": 0.04124, "loss_cls": 0.16449, "acc": 93.90332, "loss_bbox": 0.21238, "loss_mask": 0.21481, "loss": 0.65034, "time": 0.96834}
{"mode": "train", "epoch": 10, "iter": 1000, "lr": 2e-05, "memory": 5836, "data_time": 0.02258, "loss_rpn_cls": 0.0163, "loss_rpn_bbox": 0.03933, "loss_cls": 0.15414, "acc": 94.21118, "loss_bbox": 0.2073, "loss_mask": 0.2169, "loss": 0.63398, "time": 0.95875}
{"mode": "train", "epoch": 10, "iter": 1050, "lr": 2e-05, "memory": 5836, "data_time": 0.02578, "loss_rpn_cls": 0.01653, "loss_rpn_bbox": 0.0395, "loss_cls": 0.16181, "acc": 93.9353, "loss_bbox": 0.21168, "loss_mask": 0.2163, "loss": 0.64582, "time": 0.95648}
{"mode": "train", "epoch": 10, "iter": 1100, "lr": 2e-05, "memory": 5836, "data_time": 0.02845, "loss_rpn_cls": 0.01782, "loss_rpn_bbox": 0.04383, "loss_cls": 0.16675, "acc": 93.71973, "loss_bbox": 0.22205, "loss_mask": 0.21817, "loss": 0.66863, "time": 0.9462}
{"mode": "train", "epoch": 10, "iter": 1150, "lr": 2e-05, "memory": 5836, "data_time": 0.03028, "loss_rpn_cls": 0.01746, "loss_rpn_bbox": 0.03901, "loss_cls": 0.16089, "acc": 94.00366, "loss_bbox": 0.21155, "loss_mask": 0.22023, "loss": 0.64915, "time": 0.94905}
{"mode": "train", "epoch": 10, "iter": 1200, "lr": 2e-05, "memory": 5836, "data_time": 0.02657, "loss_rpn_cls": 0.01762, "loss_rpn_bbox": 0.0418, "loss_cls": 0.16672, "acc": 93.75488, "loss_bbox": 0.21867, "loss_mask": 0.21953, "loss": 0.66435, "time": 0.97887}
{"mode": "train", "epoch": 10, "iter": 1250, "lr": 2e-05, "memory": 5836, "data_time": 0.02751, "loss_rpn_cls": 0.01638, "loss_rpn_bbox": 0.04192, "loss_cls": 0.15553, "acc": 94.14966, "loss_bbox": 0.20201, "loss_mask": 0.21046, "loss": 0.6263, "time": 0.9926}
{"mode": "train", "epoch": 10, "iter": 1300, "lr": 2e-05, "memory": 5836, "data_time": 0.02704, "loss_rpn_cls": 0.01472, "loss_rpn_bbox": 0.03818, "loss_cls": 0.15498, "acc": 94.18115, "loss_bbox": 0.20512, "loss_mask": 0.20931, "loss": 0.6223, "time": 0.99591}
{"mode": "train", "epoch": 10, "iter": 1350, "lr": 2e-05, "memory": 5836, "data_time": 0.02699, "loss_rpn_cls": 0.01678, "loss_rpn_bbox": 0.04144, "loss_cls": 0.16501, "acc": 93.92261, "loss_bbox": 0.22061, "loss_mask": 0.22238, "loss": 0.66622, "time": 0.9447}
{"mode": "train", "epoch": 10, "iter": 1400, "lr": 2e-05, "memory": 5836, "data_time": 0.02649, "loss_rpn_cls": 0.01798, "loss_rpn_bbox": 0.0403, "loss_cls": 0.16929, "acc": 93.75391, "loss_bbox": 0.21491, "loss_mask": 0.2184, "loss": 0.66089, "time": 0.97558}
{"mode": "train", "epoch": 10, "iter": 1450, "lr": 2e-05, "memory": 5836, "data_time": 0.02626, "loss_rpn_cls": 0.01711, "loss_rpn_bbox": 0.03897, "loss_cls": 0.15836, "acc": 94.15625, "loss_bbox": 0.20742, "loss_mask": 0.21407, "loss": 0.63593, "time": 0.9683}
{"mode": "train", "epoch": 10, "iter": 1500, "lr": 2e-05, "memory": 5836, "data_time": 0.02861, "loss_rpn_cls": 0.01649, "loss_rpn_bbox": 0.04074, "loss_cls": 0.15814, "acc": 94.09375, "loss_bbox": 0.21095, "loss_mask": 0.21496, "loss": 0.64127, "time": 0.93854}
{"mode": "train", "epoch": 10, "iter": 1550, "lr": 2e-05, "memory": 5836, "data_time": 0.026, "loss_rpn_cls": 0.01676, "loss_rpn_bbox": 0.04195, "loss_cls": 0.16235, "acc": 93.92212, "loss_bbox": 0.21553, "loss_mask": 0.22043, "loss": 0.65703, "time": 0.98234}
{"mode": "train", "epoch": 10, "iter": 1600, "lr": 2e-05, "memory": 5836, "data_time": 0.02453, "loss_rpn_cls": 0.01645, "loss_rpn_bbox": 0.04033, "loss_cls": 0.16421, "acc": 93.98633, "loss_bbox": 0.21469, "loss_mask": 0.21896, "loss": 0.65463, "time": 0.99172}
{"mode": "train", "epoch": 10, "iter": 1650, "lr": 2e-05, "memory": 5836, "data_time": 0.02548, "loss_rpn_cls": 0.01709, "loss_rpn_bbox": 0.04134, "loss_cls": 0.1626, "acc": 93.96533, "loss_bbox": 0.21369, "loss_mask": 0.22055, "loss": 0.65528, "time": 1.00142}
{"mode": "train", "epoch": 10, "iter": 1700, "lr": 2e-05, "memory": 5836, "data_time": 0.02817, "loss_rpn_cls": 0.01627, "loss_rpn_bbox": 0.03979, "loss_cls": 0.1593, "acc": 93.98877, "loss_bbox": 0.21357, "loss_mask": 0.21872, "loss": 0.64765, "time": 0.97631}
{"mode": "train", "epoch": 10, "iter": 1750, "lr": 2e-05, "memory": 5836, "data_time": 0.02267, "loss_rpn_cls": 0.01524, "loss_rpn_bbox": 0.03838, "loss_cls": 0.15146, "acc": 94.33618, "loss_bbox": 0.19666, "loss_mask": 0.21598, "loss": 0.61772, "time": 0.98871}
{"mode": "train", "epoch": 10, "iter": 1800, "lr": 2e-05, "memory": 5836, "data_time": 0.02436, "loss_rpn_cls": 0.0152, "loss_rpn_bbox": 0.03837, "loss_cls": 0.15687, "acc": 94.19971, "loss_bbox": 0.20303, "loss_mask": 0.21067, "loss": 0.62414, "time": 0.93944}
{"mode": "train", "epoch": 10, "iter": 1850, "lr": 2e-05, "memory": 5836, "data_time": 0.02492, "loss_rpn_cls": 0.01719, "loss_rpn_bbox": 0.03956, "loss_cls": 0.15691, "acc": 94.1167, "loss_bbox": 0.20515, "loss_mask": 0.2126, "loss": 0.63141, "time": 0.95674}
{"mode": "train", "epoch": 10, "iter": 1900, "lr": 2e-05, "memory": 5836, "data_time": 0.03142, "loss_rpn_cls": 0.01582, "loss_rpn_bbox": 0.03892, "loss_cls": 0.15483, "acc": 94.22729, "loss_bbox": 0.20512, "loss_mask": 0.20977, "loss": 0.62446, "time": 0.94957}
{"mode": "train", "epoch": 10, "iter": 1950, "lr": 2e-05, "memory": 5836, "data_time": 0.02574, "loss_rpn_cls": 0.01566, "loss_rpn_bbox": 0.03919, "loss_cls": 0.16215, "acc": 93.96899, "loss_bbox": 0.21159, "loss_mask": 0.21563, "loss": 0.64422, "time": 0.94841}
{"mode": "train", "epoch": 10, "iter": 2000, "lr": 2e-05, "memory": 5836, "data_time": 0.02762, "loss_rpn_cls": 0.01573, "loss_rpn_bbox": 0.03865, "loss_cls": 0.1601, "acc": 94.18018, "loss_bbox": 0.20655, "loss_mask": 0.21355, "loss": 0.63458, "time": 0.95767}
{"mode": "train", "epoch": 10, "iter": 2050, "lr": 2e-05, "memory": 5836, "data_time": 0.02996, "loss_rpn_cls": 0.01542, "loss_rpn_bbox": 0.03836, "loss_cls": 0.15748, "acc": 94.20044, "loss_bbox": 0.20706, "loss_mask": 0.21142, "loss": 0.62975, "time": 0.92488}
{"mode": "train", "epoch": 10, "iter": 2100, "lr": 2e-05, "memory": 5836, "data_time": 0.0265, "loss_rpn_cls": 0.01627, "loss_rpn_bbox": 0.04296, "loss_cls": 0.16362, "acc": 93.90186, "loss_bbox": 0.20969, "loss_mask": 0.21328, "loss": 0.64582, "time": 0.95681}
{"mode": "train", "epoch": 10, "iter": 2150, "lr": 2e-05, "memory": 5836, "data_time": 0.0274, "loss_rpn_cls": 0.01746, "loss_rpn_bbox": 0.04067, "loss_cls": 0.15766, "acc": 94.1814, "loss_bbox": 0.20727, "loss_mask": 0.21365, "loss": 0.63671, "time": 0.93774}
{"mode": "train", "epoch": 10, "iter": 2200, "lr": 2e-05, "memory": 5836, "data_time": 0.02565, "loss_rpn_cls": 0.01762, "loss_rpn_bbox": 0.0429, "loss_cls": 0.16642, "acc": 93.83301, "loss_bbox": 0.21525, "loss_mask": 0.21534, "loss": 0.65754, "time": 0.97991}
{"mode": "train", "epoch": 10, "iter": 2250, "lr": 2e-05, "memory": 5836, "data_time": 0.02628, "loss_rpn_cls": 0.01701, "loss_rpn_bbox": 0.04123, "loss_cls": 0.16175, "acc": 93.99634, "loss_bbox": 0.21021, "loss_mask": 0.21412, "loss": 0.6443, "time": 0.9762}
{"mode": "train", "epoch": 10, "iter": 2300, "lr": 2e-05, "memory": 5836, "data_time": 0.02415, "loss_rpn_cls": 0.01579, "loss_rpn_bbox": 0.0387, "loss_cls": 0.16278, "acc": 93.89307, "loss_bbox": 0.21243, "loss_mask": 0.21575, "loss": 0.64545, "time": 0.96866}
{"mode": "train", "epoch": 10, "iter": 2350, "lr": 2e-05, "memory": 5836, "data_time": 0.02989, "loss_rpn_cls": 0.0168, "loss_rpn_bbox": 0.04163, "loss_cls": 0.16561, "acc": 93.84912, "loss_bbox": 0.2123, "loss_mask": 0.22078, "loss": 0.65712, "time": 0.94351}
{"mode": "train", "epoch": 10, "iter": 2400, "lr": 2e-05, "memory": 5836, "data_time": 0.02077, "loss_rpn_cls": 0.01571, "loss_rpn_bbox": 0.03829, "loss_cls": 0.15532, "acc": 94.21338, "loss_bbox": 0.20581, "loss_mask": 0.21506, "loss": 0.63019, "time": 0.9499}
{"mode": "train", "epoch": 10, "iter": 2450, "lr": 2e-05, "memory": 5836, "data_time": 0.03006, "loss_rpn_cls": 0.01738, "loss_rpn_bbox": 0.04079, "loss_cls": 0.16571, "acc": 93.93091, "loss_bbox": 0.21506, "loss_mask": 0.22011, "loss": 0.65905, "time": 0.96699}
{"mode": "train", "epoch": 10, "iter": 2500, "lr": 2e-05, "memory": 5836, "data_time": 0.02525, "loss_rpn_cls": 0.01638, "loss_rpn_bbox": 0.04202, "loss_cls": 0.16001, "acc": 94.1001, "loss_bbox": 0.20709, "loss_mask": 0.21675, "loss": 0.64224, "time": 0.94681}
{"mode": "train", "epoch": 10, "iter": 2550, "lr": 2e-05, "memory": 5836, "data_time": 0.02351, "loss_rpn_cls": 0.01709, "loss_rpn_bbox": 0.04133, "loss_cls": 0.16255, "acc": 94.02515, "loss_bbox": 0.2109, "loss_mask": 0.21929, "loss": 0.65117, "time": 0.95212}
{"mode": "train", "epoch": 10, "iter": 2600, "lr": 2e-05, "memory": 5836, "data_time": 0.02105, "loss_rpn_cls": 0.01672, "loss_rpn_bbox": 0.03844, "loss_cls": 0.16524, "acc": 93.85938, "loss_bbox": 0.21185, "loss_mask": 0.21581, "loss": 0.64807, "time": 0.99982}
{"mode": "train", "epoch": 10, "iter": 2650, "lr": 2e-05, "memory": 5836, "data_time": 0.02321, "loss_rpn_cls": 0.01622, "loss_rpn_bbox": 0.03998, "loss_cls": 0.16338, "acc": 93.92603, "loss_bbox": 0.20761, "loss_mask": 0.21284, "loss": 0.64004, "time": 0.93225}
{"mode": "train", "epoch": 10, "iter": 2700, "lr": 2e-05, "memory": 5836, "data_time": 0.03172, "loss_rpn_cls": 0.01786, "loss_rpn_bbox": 0.03975, "loss_cls": 0.15577, "acc": 94.31299, "loss_bbox": 0.20424, "loss_mask": 0.21467, "loss": 0.63228, "time": 0.96109}
{"mode": "train", "epoch": 10, "iter": 2750, "lr": 2e-05, "memory": 5836, "data_time": 0.03156, "loss_rpn_cls": 0.0179, "loss_rpn_bbox": 0.04116, "loss_cls": 0.16479, "acc": 93.85986, "loss_bbox": 0.2123, "loss_mask": 0.22092, "loss": 0.65707, "time": 0.94226}
{"mode": "train", "epoch": 10, "iter": 2800, "lr": 2e-05, "memory": 5836, "data_time": 0.0282, "loss_rpn_cls": 0.01459, "loss_rpn_bbox": 0.04022, "loss_cls": 0.16322, "acc": 93.96289, "loss_bbox": 0.21212, "loss_mask": 0.21631, "loss": 0.64646, "time": 0.97573}
{"mode": "train", "epoch": 10, "iter": 2850, "lr": 2e-05, "memory": 5836, "data_time": 0.02852, "loss_rpn_cls": 0.01719, "loss_rpn_bbox": 0.03994, "loss_cls": 0.16372, "acc": 93.93433, "loss_bbox": 0.21282, "loss_mask": 0.21577, "loss": 0.64943, "time": 0.9356}
{"mode": "train", "epoch": 10, "iter": 2900, "lr": 2e-05, "memory": 5836, "data_time": 0.02805, "loss_rpn_cls": 0.01663, "loss_rpn_bbox": 0.03862, "loss_cls": 0.15558, "acc": 94.26636, "loss_bbox": 0.20278, "loss_mask": 0.2157, "loss": 0.62931, "time": 0.98802}
{"mode": "train", "epoch": 10, "iter": 2950, "lr": 2e-05, "memory": 5836, "data_time": 0.02519, "loss_rpn_cls": 0.01689, "loss_rpn_bbox": 0.04182, "loss_cls": 0.16201, "acc": 93.91797, "loss_bbox": 0.21175, "loss_mask": 0.21975, "loss": 0.65222, "time": 0.95651}
{"mode": "train", "epoch": 10, "iter": 3000, "lr": 2e-05, "memory": 5836, "data_time": 0.02353, "loss_rpn_cls": 0.01531, "loss_rpn_bbox": 0.03803, "loss_cls": 0.15471, "acc": 94.27515, "loss_bbox": 0.20229, "loss_mask": 0.21073, "loss": 0.62107, "time": 0.95041}
{"mode": "train", "epoch": 10, "iter": 3050, "lr": 2e-05, "memory": 5836, "data_time": 0.02983, "loss_rpn_cls": 0.01872, "loss_rpn_bbox": 0.04255, "loss_cls": 0.1721, "acc": 93.56641, "loss_bbox": 0.22189, "loss_mask": 0.22246, "loss": 0.67772, "time": 0.976}
{"mode": "train", "epoch": 10, "iter": 3100, "lr": 2e-05, "memory": 5836, "data_time": 0.0271, "loss_rpn_cls": 0.01807, "loss_rpn_bbox": 0.0395, "loss_cls": 0.16386, "acc": 93.83862, "loss_bbox": 0.21474, "loss_mask": 0.21545, "loss": 0.65162, "time": 0.98059}
{"mode": "train", "epoch": 10, "iter": 3150, "lr": 2e-05, "memory": 5836, "data_time": 0.02657, "loss_rpn_cls": 0.01713, "loss_rpn_bbox": 0.03851, "loss_cls": 0.16055, "acc": 94.07373, "loss_bbox": 0.2076, "loss_mask": 0.216, "loss": 0.63979, "time": 0.94834}
{"mode": "train", "epoch": 10, "iter": 3200, "lr": 2e-05, "memory": 5836, "data_time": 0.03219, "loss_rpn_cls": 0.02056, "loss_rpn_bbox": 0.04162, "loss_cls": 0.17009, "acc": 93.62646, "loss_bbox": 0.215, "loss_mask": 0.22082, "loss": 0.66809, "time": 0.94757}
{"mode": "train", "epoch": 10, "iter": 3250, "lr": 2e-05, "memory": 5836, "data_time": 0.03278, "loss_rpn_cls": 0.01755, "loss_rpn_bbox": 0.04195, "loss_cls": 0.16574, "acc": 93.76343, "loss_bbox": 0.21492, "loss_mask": 0.21948, "loss": 0.65965, "time": 0.9033}
{"mode": "train", "epoch": 10, "iter": 3300, "lr": 2e-05, "memory": 5836, "data_time": 0.02554, "loss_rpn_cls": 0.01527, "loss_rpn_bbox": 0.03603, "loss_cls": 0.15444, "acc": 94.24365, "loss_bbox": 0.19621, "loss_mask": 0.20622, "loss": 0.60816, "time": 0.9306}
{"mode": "train", "epoch": 10, "iter": 3350, "lr": 2e-05, "memory": 5836, "data_time": 0.02697, "loss_rpn_cls": 0.01701, "loss_rpn_bbox": 0.03812, "loss_cls": 0.15984, "acc": 94.12305, "loss_bbox": 0.20543, "loss_mask": 0.21325, "loss": 0.63365, "time": 0.95098}
{"mode": "train", "epoch": 10, "iter": 3400, "lr": 2e-05, "memory": 5836, "data_time": 0.03208, "loss_rpn_cls": 0.01607, "loss_rpn_bbox": 0.03913, "loss_cls": 0.15569, "acc": 94.19775, "loss_bbox": 0.20709, "loss_mask": 0.21748, "loss": 0.63546, "time": 0.99681}
{"mode": "train", "epoch": 10, "iter": 3450, "lr": 2e-05, "memory": 5836, "data_time": 0.03571, "loss_rpn_cls": 0.01802, "loss_rpn_bbox": 0.04098, "loss_cls": 0.16745, "acc": 93.85742, "loss_bbox": 0.21574, "loss_mask": 0.21857, "loss": 0.66077, "time": 1.01178}
{"mode": "train", "epoch": 10, "iter": 3500, "lr": 2e-05, "memory": 5836, "data_time": 0.03407, "loss_rpn_cls": 0.01731, "loss_rpn_bbox": 0.03917, "loss_cls": 0.16069, "acc": 94.06177, "loss_bbox": 0.20926, "loss_mask": 0.21546, "loss": 0.64189, "time": 1.04429}
{"mode": "train", "epoch": 10, "iter": 3550, "lr": 2e-05, "memory": 5836, "data_time": 0.02622, "loss_rpn_cls": 0.01627, "loss_rpn_bbox": 0.03991, "loss_cls": 0.15381, "acc": 94.32178, "loss_bbox": 0.19614, "loss_mask": 0.21229, "loss": 0.61843, "time": 0.97952}
{"mode": "train", "epoch": 10, "iter": 3600, "lr": 2e-05, "memory": 5836, "data_time": 0.02862, "loss_rpn_cls": 0.01529, "loss_rpn_bbox": 0.03956, "loss_cls": 0.15766, "acc": 94.16455, "loss_bbox": 0.20202, "loss_mask": 0.20888, "loss": 0.6234, "time": 0.97546}
{"mode": "train", "epoch": 10, "iter": 3650, "lr": 2e-05, "memory": 5836, "data_time": 0.02557, "loss_rpn_cls": 0.01681, "loss_rpn_bbox": 0.03933, "loss_cls": 0.15909, "acc": 94.03613, "loss_bbox": 0.20665, "loss_mask": 0.21403, "loss": 0.63591, "time": 1.03345}
{"mode": "train", "epoch": 10, "iter": 3700, "lr": 2e-05, "memory": 5836, "data_time": 0.02802, "loss_rpn_cls": 0.01787, "loss_rpn_bbox": 0.04091, "loss_cls": 0.16578, "acc": 93.76147, "loss_bbox": 0.21874, "loss_mask": 0.22036, "loss": 0.66365, "time": 1.0099}
{"mode": "train", "epoch": 10, "iter": 3750, "lr": 2e-05, "memory": 5836, "data_time": 0.02674, "loss_rpn_cls": 0.01777, "loss_rpn_bbox": 0.0411, "loss_cls": 0.165, "acc": 93.9021, "loss_bbox": 0.21221, "loss_mask": 0.21359, "loss": 0.64967, "time": 1.00914}
{"mode": "train", "epoch": 10, "iter": 3800, "lr": 2e-05, "memory": 5836, "data_time": 0.02748, "loss_rpn_cls": 0.01625, "loss_rpn_bbox": 0.04046, "loss_cls": 0.16037, "acc": 93.98364, "loss_bbox": 0.21039, "loss_mask": 0.22041, "loss": 0.64789, "time": 0.99965}
{"mode": "train", "epoch": 10, "iter": 3850, "lr": 2e-05, "memory": 5836, "data_time": 0.02407, "loss_rpn_cls": 0.01783, "loss_rpn_bbox": 0.04128, "loss_cls": 0.16316, "acc": 93.93408, "loss_bbox": 0.21219, "loss_mask": 0.21596, "loss": 0.65042, "time": 1.05679}
{"mode": "train", "epoch": 10, "iter": 3900, "lr": 2e-05, "memory": 5836, "data_time": 0.02848, "loss_rpn_cls": 0.01487, "loss_rpn_bbox": 0.0357, "loss_cls": 0.15592, "acc": 94.22632, "loss_bbox": 0.2039, "loss_mask": 0.21089, "loss": 0.62128, "time": 0.98258}
{"mode": "train", "epoch": 10, "iter": 3950, "lr": 2e-05, "memory": 5836, "data_time": 0.02635, "loss_rpn_cls": 0.01583, "loss_rpn_bbox": 0.03666, "loss_cls": 0.15647, "acc": 94.26367, "loss_bbox": 0.19927, "loss_mask": 0.2133, "loss": 0.62152, "time": 1.0282}
{"mode": "train", "epoch": 10, "iter": 4000, "lr": 2e-05, "memory": 5836, "data_time": 0.0254, "loss_rpn_cls": 0.01699, "loss_rpn_bbox": 0.03954, "loss_cls": 0.15941, "acc": 94.12354, "loss_bbox": 0.20681, "loss_mask": 0.21288, "loss": 0.63562, "time": 1.01186}
{"mode": "train", "epoch": 10, "iter": 4050, "lr": 2e-05, "memory": 5836, "data_time": 0.02687, "loss_rpn_cls": 0.01569, "loss_rpn_bbox": 0.03906, "loss_cls": 0.16339, "acc": 93.91162, "loss_bbox": 0.20894, "loss_mask": 0.21472, "loss": 0.64182, "time": 0.96028}
{"mode": "train", "epoch": 10, "iter": 4100, "lr": 2e-05, "memory": 5836, "data_time": 0.02817, "loss_rpn_cls": 0.01466, "loss_rpn_bbox": 0.03704, "loss_cls": 0.14991, "acc": 94.48682, "loss_bbox": 0.19389, "loss_mask": 0.20519, "loss": 0.60068, "time": 0.98209}
{"mode": "train", "epoch": 10, "iter": 4150, "lr": 2e-05, "memory": 5836, "data_time": 0.02486, "loss_rpn_cls": 0.01793, "loss_rpn_bbox": 0.03807, "loss_cls": 0.15861, "acc": 94.15527, "loss_bbox": 0.20531, "loss_mask": 0.2122, "loss": 0.63213, "time": 0.99419}
{"mode": "train", "epoch": 10, "iter": 4200, "lr": 2e-05, "memory": 5836, "data_time": 0.02627, "loss_rpn_cls": 0.01693, "loss_rpn_bbox": 0.04179, "loss_cls": 0.15739, "acc": 94.16016, "loss_bbox": 0.20669, "loss_mask": 0.21379, "loss": 0.6366, "time": 0.99988}
{"mode": "train", "epoch": 10, "iter": 4250, "lr": 2e-05, "memory": 5836, "data_time": 0.02663, "loss_rpn_cls": 0.01791, "loss_rpn_bbox": 0.04162, "loss_cls": 0.16605, "acc": 93.83643, "loss_bbox": 0.21791, "loss_mask": 0.2204, "loss": 0.66389, "time": 1.00983}
{"mode": "train", "epoch": 10, "iter": 4300, "lr": 2e-05, "memory": 5836, "data_time": 0.02719, "loss_rpn_cls": 0.01676, "loss_rpn_bbox": 0.03803, "loss_cls": 0.1566, "acc": 94.1377, "loss_bbox": 0.20295, "loss_mask": 0.21482, "loss": 0.62916, "time": 0.98045}
{"mode": "train", "epoch": 10, "iter": 4350, "lr": 2e-05, "memory": 5836, "data_time": 0.02376, "loss_rpn_cls": 0.01637, "loss_rpn_bbox": 0.04205, "loss_cls": 0.16588, "acc": 93.75806, "loss_bbox": 0.21356, "loss_mask": 0.21884, "loss": 0.65671, "time": 1.00645}
{"mode": "train", "epoch": 10, "iter": 4400, "lr": 2e-05, "memory": 5836, "data_time": 0.03014, "loss_rpn_cls": 0.01564, "loss_rpn_bbox": 0.04003, "loss_cls": 0.15797, "acc": 94.18359, "loss_bbox": 0.20702, "loss_mask": 0.21759, "loss": 0.63824, "time": 1.00734}
{"mode": "train", "epoch": 10, "iter": 4450, "lr": 2e-05, "memory": 5836, "data_time": 0.02909, "loss_rpn_cls": 0.01592, "loss_rpn_bbox": 0.03871, "loss_cls": 0.1543, "acc": 94.2373, "loss_bbox": 0.20069, "loss_mask": 0.21034, "loss": 0.61996, "time": 1.0307}
{"mode": "train", "epoch": 10, "iter": 4500, "lr": 2e-05, "memory": 5836, "data_time": 0.0217, "loss_rpn_cls": 0.01565, "loss_rpn_bbox": 0.03855, "loss_cls": 0.15582, "acc": 94.18335, "loss_bbox": 0.20647, "loss_mask": 0.21373, "loss": 0.63022, "time": 0.992}
{"mode": "train", "epoch": 10, "iter": 4550, "lr": 2e-05, "memory": 5836, "data_time": 0.02517, "loss_rpn_cls": 0.0158, "loss_rpn_bbox": 0.04076, "loss_cls": 0.16234, "acc": 93.97974, "loss_bbox": 0.21448, "loss_mask": 0.2169, "loss": 0.65028, "time": 0.98538}
{"mode": "train", "epoch": 10, "iter": 4600, "lr": 2e-05, "memory": 5836, "data_time": 0.03021, "loss_rpn_cls": 0.0184, "loss_rpn_bbox": 0.04342, "loss_cls": 0.16953, "acc": 93.73462, "loss_bbox": 0.21664, "loss_mask": 0.21615, "loss": 0.66414, "time": 1.01757}
{"mode": "train", "epoch": 10, "iter": 4650, "lr": 2e-05, "memory": 5836, "data_time": 0.02643, "loss_rpn_cls": 0.01728, "loss_rpn_bbox": 0.04154, "loss_cls": 0.15911, "acc": 94.05688, "loss_bbox": 0.20693, "loss_mask": 0.21653, "loss": 0.64139, "time": 0.99321}
{"mode": "train", "epoch": 10, "iter": 4700, "lr": 2e-05, "memory": 5836, "data_time": 0.03255, "loss_rpn_cls": 0.01719, "loss_rpn_bbox": 0.03963, "loss_cls": 0.16522, "acc": 93.81567, "loss_bbox": 0.21267, "loss_mask": 0.21819, "loss": 0.6529, "time": 1.01805}
{"mode": "train", "epoch": 10, "iter": 4750, "lr": 2e-05, "memory": 5836, "data_time": 0.02823, "loss_rpn_cls": 0.0167, "loss_rpn_bbox": 0.03979, "loss_cls": 0.15836, "acc": 94.08911, "loss_bbox": 0.20923, "loss_mask": 0.21585, "loss": 0.63993, "time": 1.05615}
{"mode": "train", "epoch": 10, "iter": 4800, "lr": 2e-05, "memory": 5836, "data_time": 0.02688, "loss_rpn_cls": 0.01698, "loss_rpn_bbox": 0.0411, "loss_cls": 0.16567, "acc": 93.81836, "loss_bbox": 0.21345, "loss_mask": 0.21746, "loss": 0.65465, "time": 1.01547}
{"mode": "train", "epoch": 10, "iter": 4850, "lr": 2e-05, "memory": 5836, "data_time": 0.02759, "loss_rpn_cls": 0.01556, "loss_rpn_bbox": 0.0394, "loss_cls": 0.16079, "acc": 93.98462, "loss_bbox": 0.21301, "loss_mask": 0.2124, "loss": 0.64116, "time": 1.01576}
{"mode": "train", "epoch": 10, "iter": 4900, "lr": 2e-05, "memory": 5836, "data_time": 0.02449, "loss_rpn_cls": 0.01856, "loss_rpn_bbox": 0.04084, "loss_cls": 0.16498, "acc": 93.82764, "loss_bbox": 0.21379, "loss_mask": 0.21449, "loss": 0.65266, "time": 1.08643}
{"mode": "train", "epoch": 10, "iter": 4950, "lr": 2e-05, "memory": 5836, "data_time": 0.02671, "loss_rpn_cls": 0.01758, "loss_rpn_bbox": 0.0408, "loss_cls": 0.16356, "acc": 93.9248, "loss_bbox": 0.21169, "loss_mask": 0.21413, "loss": 0.64776, "time": 1.02665}
{"mode": "train", "epoch": 10, "iter": 5000, "lr": 2e-05, "memory": 5836, "data_time": 0.02579, "loss_rpn_cls": 0.01623, "loss_rpn_bbox": 0.04105, "loss_cls": 0.16637, "acc": 93.87671, "loss_bbox": 0.21179, "loss_mask": 0.21847, "loss": 0.65391, "time": 1.01586}
{"mode": "train", "epoch": 10, "iter": 5050, "lr": 2e-05, "memory": 5836, "data_time": 0.03076, "loss_rpn_cls": 0.01867, "loss_rpn_bbox": 0.03802, "loss_cls": 0.16497, "acc": 93.86743, "loss_bbox": 0.20901, "loss_mask": 0.21574, "loss": 0.6464, "time": 0.99392}
{"mode": "train", "epoch": 10, "iter": 5100, "lr": 2e-05, "memory": 5836, "data_time": 0.02893, "loss_rpn_cls": 0.01708, "loss_rpn_bbox": 0.04094, "loss_cls": 0.15943, "acc": 94.08081, "loss_bbox": 0.21043, "loss_mask": 0.21665, "loss": 0.64453, "time": 0.99783}
{"mode": "train", "epoch": 10, "iter": 5150, "lr": 2e-05, "memory": 5836, "data_time": 0.02638, "loss_rpn_cls": 0.01822, "loss_rpn_bbox": 0.04088, "loss_cls": 0.16007, "acc": 94.15967, "loss_bbox": 0.20708, "loss_mask": 0.21319, "loss": 0.63944, "time": 1.02291}
{"mode": "train", "epoch": 10, "iter": 5200, "lr": 2e-05, "memory": 5836, "data_time": 0.02941, "loss_rpn_cls": 0.01571, "loss_rpn_bbox": 0.03865, "loss_cls": 0.15828, "acc": 94.16528, "loss_bbox": 0.20626, "loss_mask": 0.21168, "loss": 0.63057, "time": 1.09133}
{"mode": "train", "epoch": 10, "iter": 5250, "lr": 2e-05, "memory": 5836, "data_time": 0.03078, "loss_rpn_cls": 0.01625, "loss_rpn_bbox": 0.04132, "loss_cls": 0.16457, "acc": 93.96362, "loss_bbox": 0.21597, "loss_mask": 0.21623, "loss": 0.65434, "time": 1.02567}
{"mode": "train", "epoch": 10, "iter": 5300, "lr": 2e-05, "memory": 5836, "data_time": 0.02691, "loss_rpn_cls": 0.01657, "loss_rpn_bbox": 0.03825, "loss_cls": 0.16385, "acc": 93.9165, "loss_bbox": 0.21325, "loss_mask": 0.21802, "loss": 0.64994, "time": 1.00659}
{"mode": "train", "epoch": 10, "iter": 5350, "lr": 2e-05, "memory": 5836, "data_time": 0.02594, "loss_rpn_cls": 0.01617, "loss_rpn_bbox": 0.03915, "loss_cls": 0.15865, "acc": 94.07178, "loss_bbox": 0.20781, "loss_mask": 0.2146, "loss": 0.63638, "time": 0.99707}
{"mode": "train", "epoch": 10, "iter": 5400, "lr": 2e-05, "memory": 5836, "data_time": 0.02968, "loss_rpn_cls": 0.01693, "loss_rpn_bbox": 0.04205, "loss_cls": 0.16584, "acc": 93.78735, "loss_bbox": 0.21516, "loss_mask": 0.21497, "loss": 0.65495, "time": 1.00921}
{"mode": "train", "epoch": 10, "iter": 5450, "lr": 2e-05, "memory": 5836, "data_time": 0.02615, "loss_rpn_cls": 0.01814, "loss_rpn_bbox": 0.0416, "loss_cls": 0.16618, "acc": 93.79077, "loss_bbox": 0.21844, "loss_mask": 0.21818, "loss": 0.66254, "time": 0.99983}
{"mode": "train", "epoch": 10, "iter": 5500, "lr": 2e-05, "memory": 5836, "data_time": 0.02681, "loss_rpn_cls": 0.0183, "loss_rpn_bbox": 0.04121, "loss_cls": 0.16602, "acc": 93.83813, "loss_bbox": 0.21665, "loss_mask": 0.22067, "loss": 0.66285, "time": 1.00595}
{"mode": "train", "epoch": 10, "iter": 5550, "lr": 2e-05, "memory": 5836, "data_time": 0.02924, "loss_rpn_cls": 0.0153, "loss_rpn_bbox": 0.03705, "loss_cls": 0.15365, "acc": 94.30298, "loss_bbox": 0.19809, "loss_mask": 0.21121, "loss": 0.61529, "time": 0.967}
{"mode": "train", "epoch": 10, "iter": 5600, "lr": 2e-05, "memory": 5836, "data_time": 0.02719, "loss_rpn_cls": 0.01646, "loss_rpn_bbox": 0.03775, "loss_cls": 0.15138, "acc": 94.31201, "loss_bbox": 0.20261, "loss_mask": 0.21557, "loss": 0.62377, "time": 0.98298}
{"mode": "train", "epoch": 10, "iter": 5650, "lr": 2e-05, "memory": 5836, "data_time": 0.02919, "loss_rpn_cls": 0.01501, "loss_rpn_bbox": 0.03795, "loss_cls": 0.15572, "acc": 94.20605, "loss_bbox": 0.20335, "loss_mask": 0.21285, "loss": 0.62488, "time": 0.98393}
{"mode": "train", "epoch": 10, "iter": 5700, "lr": 2e-05, "memory": 5836, "data_time": 0.02582, "loss_rpn_cls": 0.01799, "loss_rpn_bbox": 0.04164, "loss_cls": 0.16434, "acc": 93.92676, "loss_bbox": 0.21294, "loss_mask": 0.21845, "loss": 0.65536, "time": 1.02791}
{"mode": "train", "epoch": 10, "iter": 5750, "lr": 2e-05, "memory": 5836, "data_time": 0.03023, "loss_rpn_cls": 0.01483, "loss_rpn_bbox": 0.03881, "loss_cls": 0.1564, "acc": 94.26416, "loss_bbox": 0.20251, "loss_mask": 0.21119, "loss": 0.62374, "time": 1.01939}
{"mode": "train", "epoch": 10, "iter": 5800, "lr": 2e-05, "memory": 5836, "data_time": 0.02703, "loss_rpn_cls": 0.01556, "loss_rpn_bbox": 0.03878, "loss_cls": 0.15949, "acc": 94.16943, "loss_bbox": 0.20392, "loss_mask": 0.21081, "loss": 0.62857, "time": 0.98261}
{"mode": "train", "epoch": 10, "iter": 5850, "lr": 2e-05, "memory": 5836, "data_time": 0.0265, "loss_rpn_cls": 0.01719, "loss_rpn_bbox": 0.04157, "loss_cls": 0.15856, "acc": 94.09839, "loss_bbox": 0.20977, "loss_mask": 0.21541, "loss": 0.6425, "time": 1.0105}
{"mode": "train", "epoch": 10, "iter": 5900, "lr": 2e-05, "memory": 5836, "data_time": 0.02675, "loss_rpn_cls": 0.01604, "loss_rpn_bbox": 0.04163, "loss_cls": 0.16499, "acc": 93.95605, "loss_bbox": 0.21373, "loss_mask": 0.21728, "loss": 0.65367, "time": 1.08363}
{"mode": "train", "epoch": 10, "iter": 5950, "lr": 2e-05, "memory": 5836, "data_time": 0.02669, "loss_rpn_cls": 0.01806, "loss_rpn_bbox": 0.04267, "loss_cls": 0.16726, "acc": 93.85669, "loss_bbox": 0.21903, "loss_mask": 0.21828, "loss": 0.66531, "time": 1.02714}
{"mode": "train", "epoch": 10, "iter": 6000, "lr": 2e-05, "memory": 5836, "data_time": 0.02365, "loss_rpn_cls": 0.01577, "loss_rpn_bbox": 0.04077, "loss_cls": 0.15944, "acc": 94.07861, "loss_bbox": 0.20559, "loss_mask": 0.21271, "loss": 0.63427, "time": 1.01553}
{"mode": "train", "epoch": 10, "iter": 6050, "lr": 2e-05, "memory": 5836, "data_time": 0.025, "loss_rpn_cls": 0.01626, "loss_rpn_bbox": 0.04005, "loss_cls": 0.15601, "acc": 94.1814, "loss_bbox": 0.21142, "loss_mask": 0.21454, "loss": 0.63828, "time": 0.99505}
{"mode": "train", "epoch": 10, "iter": 6100, "lr": 2e-05, "memory": 5836, "data_time": 0.02606, "loss_rpn_cls": 0.01611, "loss_rpn_bbox": 0.03827, "loss_cls": 0.16181, "acc": 93.99121, "loss_bbox": 0.20935, "loss_mask": 0.21633, "loss": 0.64187, "time": 0.99652}
{"mode": "train", "epoch": 10, "iter": 6150, "lr": 2e-05, "memory": 5836, "data_time": 0.02936, "loss_rpn_cls": 0.0172, "loss_rpn_bbox": 0.03907, "loss_cls": 0.16271, "acc": 93.95117, "loss_bbox": 0.21042, "loss_mask": 0.21837, "loss": 0.64778, "time": 1.03167}
{"mode": "train", "epoch": 10, "iter": 6200, "lr": 2e-05, "memory": 5836, "data_time": 0.02684, "loss_rpn_cls": 0.01503, "loss_rpn_bbox": 0.03889, "loss_cls": 0.15885, "acc": 94.03833, "loss_bbox": 0.21155, "loss_mask": 0.213, "loss": 0.63731, "time": 1.02751}
{"mode": "train", "epoch": 10, "iter": 6250, "lr": 2e-05, "memory": 5836, "data_time": 0.02194, "loss_rpn_cls": 0.01531, "loss_rpn_bbox": 0.03595, "loss_cls": 0.15096, "acc": 94.39282, "loss_bbox": 0.20129, "loss_mask": 0.20778, "loss": 0.61129, "time": 0.99927}
{"mode": "train", "epoch": 10, "iter": 6300, "lr": 2e-05, "memory": 5836, "data_time": 0.02378, "loss_rpn_cls": 0.01704, "loss_rpn_bbox": 0.04084, "loss_cls": 0.16559, "acc": 93.89014, "loss_bbox": 0.21504, "loss_mask": 0.21803, "loss": 0.65655, "time": 1.00057}
{"mode": "train", "epoch": 10, "iter": 6350, "lr": 2e-05, "memory": 5836, "data_time": 0.02907, "loss_rpn_cls": 0.01697, "loss_rpn_bbox": 0.04089, "loss_cls": 0.16116, "acc": 93.97559, "loss_bbox": 0.20607, "loss_mask": 0.21276, "loss": 0.63786, "time": 1.01249}
{"mode": "train", "epoch": 10, "iter": 6400, "lr": 2e-05, "memory": 5836, "data_time": 0.03334, "loss_rpn_cls": 0.01691, "loss_rpn_bbox": 0.04194, "loss_cls": 0.16432, "acc": 93.91748, "loss_bbox": 0.21425, "loss_mask": 0.22071, "loss": 0.65813, "time": 1.09443}
{"mode": "train", "epoch": 10, "iter": 6450, "lr": 2e-05, "memory": 5836, "data_time": 0.02819, "loss_rpn_cls": 0.01722, "loss_rpn_bbox": 0.04028, "loss_cls": 0.15944, "acc": 94.09497, "loss_bbox": 0.20628, "loss_mask": 0.21584, "loss": 0.63905, "time": 1.02961}
{"mode": "train", "epoch": 10, "iter": 6500, "lr": 2e-05, "memory": 5836, "data_time": 0.03566, "loss_rpn_cls": 0.0171, "loss_rpn_bbox": 0.03971, "loss_cls": 0.16718, "acc": 93.86108, "loss_bbox": 0.21031, "loss_mask": 0.21572, "loss": 0.65002, "time": 1.04472}
{"mode": "train", "epoch": 10, "iter": 6550, "lr": 2e-05, "memory": 5836, "data_time": 0.02509, "loss_rpn_cls": 0.0157, "loss_rpn_bbox": 0.03915, "loss_cls": 0.1556, "acc": 94.29272, "loss_bbox": 0.20459, "loss_mask": 0.21423, "loss": 0.62926, "time": 1.03005}
{"mode": "train", "epoch": 10, "iter": 6600, "lr": 2e-05, "memory": 5836, "data_time": 0.0286, "loss_rpn_cls": 0.01697, "loss_rpn_bbox": 0.03995, "loss_cls": 0.16101, "acc": 94.02124, "loss_bbox": 0.20989, "loss_mask": 0.21327, "loss": 0.6411, "time": 1.00012}
{"mode": "train", "epoch": 10, "iter": 6650, "lr": 2e-05, "memory": 5836, "data_time": 0.02709, "loss_rpn_cls": 0.01739, "loss_rpn_bbox": 0.04206, "loss_cls": 0.16379, "acc": 93.9375, "loss_bbox": 0.21331, "loss_mask": 0.22019, "loss": 0.65673, "time": 1.02553}
{"mode": "train", "epoch": 10, "iter": 6700, "lr": 2e-05, "memory": 5836, "data_time": 0.02667, "loss_rpn_cls": 0.01534, "loss_rpn_bbox": 0.03859, "loss_cls": 0.15896, "acc": 94.08594, "loss_bbox": 0.2069, "loss_mask": 0.21112, "loss": 0.63091, "time": 1.02145}
{"mode": "train", "epoch": 10, "iter": 6750, "lr": 2e-05, "memory": 5836, "data_time": 0.02585, "loss_rpn_cls": 0.01597, "loss_rpn_bbox": 0.0404, "loss_cls": 0.15637, "acc": 94.22656, "loss_bbox": 0.20143, "loss_mask": 0.21297, "loss": 0.62715, "time": 1.00079}
{"mode": "train", "epoch": 10, "iter": 6800, "lr": 2e-05, "memory": 5836, "data_time": 0.0265, "loss_rpn_cls": 0.015, "loss_rpn_bbox": 0.03565, "loss_cls": 0.15682, "acc": 94.20776, "loss_bbox": 0.19762, "loss_mask": 0.20592, "loss": 0.61101, "time": 0.99363}
{"mode": "train", "epoch": 10, "iter": 6850, "lr": 2e-05, "memory": 5836, "data_time": 0.02755, "loss_rpn_cls": 0.01755, "loss_rpn_bbox": 0.04136, "loss_cls": 0.16437, "acc": 93.91675, "loss_bbox": 0.21283, "loss_mask": 0.21748, "loss": 0.65359, "time": 1.01492}
{"mode": "train", "epoch": 10, "iter": 6900, "lr": 2e-05, "memory": 5836, "data_time": 0.02695, "loss_rpn_cls": 0.01834, "loss_rpn_bbox": 0.04034, "loss_cls": 0.16794, "acc": 93.74219, "loss_bbox": 0.21788, "loss_mask": 0.21692, "loss": 0.66142, "time": 1.02049}
{"mode": "train", "epoch": 10, "iter": 6950, "lr": 2e-05, "memory": 5836, "data_time": 0.0299, "loss_rpn_cls": 0.01647, "loss_rpn_bbox": 0.04016, "loss_cls": 0.16499, "acc": 93.81519, "loss_bbox": 0.21468, "loss_mask": 0.21835, "loss": 0.65464, "time": 1.0036}
{"mode": "train", "epoch": 10, "iter": 7000, "lr": 2e-05, "memory": 5836, "data_time": 0.03065, "loss_rpn_cls": 0.01657, "loss_rpn_bbox": 0.04014, "loss_cls": 0.16051, "acc": 93.95166, "loss_bbox": 0.20954, "loss_mask": 0.21343, "loss": 0.64019, "time": 0.99824}
{"mode": "train", "epoch": 10, "iter": 7050, "lr": 2e-05, "memory": 5836, "data_time": 0.02505, "loss_rpn_cls": 0.01529, "loss_rpn_bbox": 0.03789, "loss_cls": 0.15859, "acc": 94.09863, "loss_bbox": 0.20661, "loss_mask": 0.21065, "loss": 0.62904, "time": 1.05376}
{"mode": "train", "epoch": 10, "iter": 7100, "lr": 2e-05, "memory": 5836, "data_time": 0.02905, "loss_rpn_cls": 0.01471, "loss_rpn_bbox": 0.0378, "loss_cls": 0.15857, "acc": 94.07568, "loss_bbox": 0.20879, "loss_mask": 0.21488, "loss": 0.63474, "time": 1.03171}
{"mode": "train", "epoch": 10, "iter": 7150, "lr": 2e-05, "memory": 5836, "data_time": 0.02659, "loss_rpn_cls": 0.01616, "loss_rpn_bbox": 0.03876, "loss_cls": 0.15372, "acc": 94.30298, "loss_bbox": 0.19739, "loss_mask": 0.21173, "loss": 0.61776, "time": 1.00563}
{"mode": "train", "epoch": 10, "iter": 7200, "lr": 2e-05, "memory": 5836, "data_time": 0.02723, "loss_rpn_cls": 0.01588, "loss_rpn_bbox": 0.03852, "loss_cls": 0.15524, "acc": 94.23169, "loss_bbox": 0.20389, "loss_mask": 0.20814, "loss": 0.62167, "time": 1.01706}
{"mode": "train", "epoch": 10, "iter": 7250, "lr": 2e-05, "memory": 5836, "data_time": 0.02443, "loss_rpn_cls": 0.01804, "loss_rpn_bbox": 0.04079, "loss_cls": 0.16488, "acc": 93.96606, "loss_bbox": 0.2107, "loss_mask": 0.21612, "loss": 0.65054, "time": 1.04738}
{"mode": "train", "epoch": 10, "iter": 7300, "lr": 2e-05, "memory": 5836, "data_time": 0.03256, "loss_rpn_cls": 0.0168, "loss_rpn_bbox": 0.03992, "loss_cls": 0.15823, "acc": 94.12012, "loss_bbox": 0.20849, "loss_mask": 0.21543, "loss": 0.63886, "time": 1.00471}
{"mode": "val", "epoch": 10, "iter": 625, "lr": 2e-05, "bbox_mAP": 0.4067, "bbox_mAP_50": 0.6253, "bbox_mAP_75": 0.4416, "bbox_mAP_s": 0.2421, "bbox_mAP_m": 0.439, "bbox_mAP_l": 0.5319, "bbox_mAP_copypaste": "0.4067 0.6253 0.4416 0.2421 0.4390 0.5319", "segm_mAP": 0.3771, "segm_mAP_50": 0.5958, "segm_mAP_75": 0.4038, "segm_mAP_s": 0.184, "segm_mAP_m": 0.4031, "segm_mAP_l": 0.55, "segm_mAP_copypaste": "0.3771 0.5958 0.4038 0.1840 0.4031 0.5500"}
{"mode": "train", "epoch": 11, "iter": 50, "lr": 2e-05, "memory": 5836, "data_time": 0.10303, "loss_rpn_cls": 0.01497, "loss_rpn_bbox": 0.03865, "loss_cls": 0.15407, "acc": 94.22314, "loss_bbox": 0.20617, "loss_mask": 0.21639, "loss": 0.63025, "time": 1.08626}
{"mode": "train", "epoch": 11, "iter": 100, "lr": 2e-05, "memory": 5836, "data_time": 0.03073, "loss_rpn_cls": 0.01699, "loss_rpn_bbox": 0.04132, "loss_cls": 0.15781, "acc": 94.06519, "loss_bbox": 0.21494, "loss_mask": 0.21206, "loss": 0.64311, "time": 1.13849}
{"mode": "train", "epoch": 11, "iter": 150, "lr": 2e-05, "memory": 5836, "data_time": 0.02848, "loss_rpn_cls": 0.01623, "loss_rpn_bbox": 0.04004, "loss_cls": 0.154, "acc": 94.19653, "loss_bbox": 0.2054, "loss_mask": 0.22125, "loss": 0.63691, "time": 1.02288}
{"mode": "train", "epoch": 11, "iter": 200, "lr": 2e-05, "memory": 5836, "data_time": 0.02623, "loss_rpn_cls": 0.01538, "loss_rpn_bbox": 0.03946, "loss_cls": 0.15147, "acc": 94.28516, "loss_bbox": 0.20339, "loss_mask": 0.21469, "loss": 0.62438, "time": 0.99828}
{"mode": "train", "epoch": 11, "iter": 250, "lr": 2e-05, "memory": 5836, "data_time": 0.0277, "loss_rpn_cls": 0.01582, "loss_rpn_bbox": 0.04197, "loss_cls": 0.15693, "acc": 94.01611, "loss_bbox": 0.21498, "loss_mask": 0.21989, "loss": 0.64959, "time": 1.02684}
{"mode": "train", "epoch": 11, "iter": 300, "lr": 2e-05, "memory": 5836, "data_time": 0.02501, "loss_rpn_cls": 0.01598, "loss_rpn_bbox": 0.03976, "loss_cls": 0.15054, "acc": 94.2627, "loss_bbox": 0.20354, "loss_mask": 0.2095, "loss": 0.61932, "time": 1.03766}
{"mode": "train", "epoch": 11, "iter": 350, "lr": 2e-05, "memory": 5836, "data_time": 0.02666, "loss_rpn_cls": 0.01595, "loss_rpn_bbox": 0.04167, "loss_cls": 0.157, "acc": 94.1333, "loss_bbox": 0.20752, "loss_mask": 0.21085, "loss": 0.63299, "time": 1.03274}
{"mode": "train", "epoch": 11, "iter": 400, "lr": 2e-05, "memory": 5836, "data_time": 0.02762, "loss_rpn_cls": 0.01563, "loss_rpn_bbox": 0.03874, "loss_cls": 0.15459, "acc": 94.24512, "loss_bbox": 0.20651, "loss_mask": 0.21081, "loss": 0.62629, "time": 1.06324}
{"mode": "train", "epoch": 11, "iter": 450, "lr": 2e-05, "memory": 5836, "data_time": 0.02713, "loss_rpn_cls": 0.01677, "loss_rpn_bbox": 0.03816, "loss_cls": 0.15071, "acc": 94.37695, "loss_bbox": 0.2016, "loss_mask": 0.21284, "loss": 0.62008, "time": 1.00585}
{"mode": "train", "epoch": 11, "iter": 500, "lr": 2e-05, "memory": 5836, "data_time": 0.0238, "loss_rpn_cls": 0.0148, "loss_rpn_bbox": 0.04229, "loss_cls": 0.15676, "acc": 94.17676, "loss_bbox": 0.21095, "loss_mask": 0.21724, "loss": 0.64204, "time": 1.07943}
{"mode": "train", "epoch": 11, "iter": 550, "lr": 2e-05, "memory": 5836, "data_time": 0.02789, "loss_rpn_cls": 0.01475, "loss_rpn_bbox": 0.03715, "loss_cls": 0.1507, "acc": 94.27417, "loss_bbox": 0.20335, "loss_mask": 0.20792, "loss": 0.61388, "time": 1.07777}
{"mode": "train", "epoch": 11, "iter": 600, "lr": 2e-05, "memory": 5836, "data_time": 0.03198, "loss_rpn_cls": 0.0159, "loss_rpn_bbox": 0.04009, "loss_cls": 0.1595, "acc": 94.17603, "loss_bbox": 0.20944, "loss_mask": 0.21333, "loss": 0.63825, "time": 1.04353}
{"mode": "train", "epoch": 11, "iter": 650, "lr": 2e-05, "memory": 5836, "data_time": 0.02314, "loss_rpn_cls": 0.01536, "loss_rpn_bbox": 0.04126, "loss_cls": 0.15515, "acc": 94.19897, "loss_bbox": 0.20462, "loss_mask": 0.21536, "loss": 0.63174, "time": 1.03762}
{"mode": "train", "epoch": 11, "iter": 700, "lr": 2e-05, "memory": 5836, "data_time": 0.02562, "loss_rpn_cls": 0.01496, "loss_rpn_bbox": 0.03929, "loss_cls": 0.14858, "acc": 94.40308, "loss_bbox": 0.20148, "loss_mask": 0.21093, "loss": 0.61524, "time": 1.05674}
{"mode": "train", "epoch": 11, "iter": 750, "lr": 2e-05, "memory": 5836, "data_time": 0.03346, "loss_rpn_cls": 0.01663, "loss_rpn_bbox": 0.03973, "loss_cls": 0.1596, "acc": 94.03076, "loss_bbox": 0.20639, "loss_mask": 0.21493, "loss": 0.63728, "time": 1.02655}
{"mode": "train", "epoch": 11, "iter": 800, "lr": 2e-05, "memory": 5836, "data_time": 0.02972, "loss_rpn_cls": 0.0162, "loss_rpn_bbox": 0.04058, "loss_cls": 0.15832, "acc": 94.10083, "loss_bbox": 0.21095, "loss_mask": 0.21682, "loss": 0.64286, "time": 1.04839}
{"mode": "train", "epoch": 11, "iter": 850, "lr": 2e-05, "memory": 5836, "data_time": 0.02807, "loss_rpn_cls": 0.01529, "loss_rpn_bbox": 0.03887, "loss_cls": 0.15018, "acc": 94.2522, "loss_bbox": 0.20095, "loss_mask": 0.2095, "loss": 0.61478, "time": 1.04073}
{"mode": "train", "epoch": 11, "iter": 900, "lr": 2e-05, "memory": 5836, "data_time": 0.02556, "loss_rpn_cls": 0.01597, "loss_rpn_bbox": 0.03974, "loss_cls": 0.15348, "acc": 94.29248, "loss_bbox": 0.20152, "loss_mask": 0.21175, "loss": 0.62246, "time": 1.06024}
{"mode": "train", "epoch": 11, "iter": 950, "lr": 2e-05, "memory": 5836, "data_time": 0.02666, "loss_rpn_cls": 0.01655, "loss_rpn_bbox": 0.03928, "loss_cls": 0.16211, "acc": 93.9978, "loss_bbox": 0.20906, "loss_mask": 0.2169, "loss": 0.6439, "time": 1.06924}
{"mode": "train", "epoch": 11, "iter": 1000, "lr": 2e-05, "memory": 5836, "data_time": 0.02775, "loss_rpn_cls": 0.01518, "loss_rpn_bbox": 0.03932, "loss_cls": 0.14674, "acc": 94.59888, "loss_bbox": 0.19564, "loss_mask": 0.20675, "loss": 0.60363, "time": 1.03669}
{"mode": "train", "epoch": 11, "iter": 1050, "lr": 2e-05, "memory": 5836, "data_time": 0.02878, "loss_rpn_cls": 0.01421, "loss_rpn_bbox": 0.03699, "loss_cls": 0.15018, "acc": 94.34863, "loss_bbox": 0.20191, "loss_mask": 0.20877, "loss": 0.61206, "time": 1.05335}
{"mode": "train", "epoch": 11, "iter": 1100, "lr": 2e-05, "memory": 5836, "data_time": 0.03005, "loss_rpn_cls": 0.01468, "loss_rpn_bbox": 0.03687, "loss_cls": 0.14843, "acc": 94.42407, "loss_bbox": 0.19634, "loss_mask": 0.206, "loss": 0.60231, "time": 1.01448}
{"mode": "train", "epoch": 11, "iter": 1150, "lr": 2e-05, "memory": 5836, "data_time": 0.02794, "loss_rpn_cls": 0.01637, "loss_rpn_bbox": 0.03935, "loss_cls": 0.15786, "acc": 94.17285, "loss_bbox": 0.20975, "loss_mask": 0.21649, "loss": 0.63983, "time": 1.01948}
{"mode": "train", "epoch": 11, "iter": 1200, "lr": 2e-05, "memory": 5836, "data_time": 0.0309, "loss_rpn_cls": 0.01566, "loss_rpn_bbox": 0.03936, "loss_cls": 0.15144, "acc": 94.30811, "loss_bbox": 0.20193, "loss_mask": 0.21247, "loss": 0.62086, "time": 1.00112}
{"mode": "train", "epoch": 11, "iter": 1250, "lr": 2e-05, "memory": 5836, "data_time": 0.02581, "loss_rpn_cls": 0.01753, "loss_rpn_bbox": 0.04188, "loss_cls": 0.16744, "acc": 93.85889, "loss_bbox": 0.21864, "loss_mask": 0.21761, "loss": 0.66309, "time": 1.02211}
{"mode": "train", "epoch": 11, "iter": 1300, "lr": 2e-05, "memory": 5836, "data_time": 0.02424, "loss_rpn_cls": 0.01471, "loss_rpn_bbox": 0.03891, "loss_cls": 0.15658, "acc": 94.16455, "loss_bbox": 0.20451, "loss_mask": 0.2128, "loss": 0.62752, "time": 1.00268}
{"mode": "train", "epoch": 11, "iter": 1350, "lr": 2e-05, "memory": 5836, "data_time": 0.03379, "loss_rpn_cls": 0.01687, "loss_rpn_bbox": 0.04194, "loss_cls": 0.1575, "acc": 94.15454, "loss_bbox": 0.20587, "loss_mask": 0.21506, "loss": 0.63724, "time": 0.99716}
{"mode": "train", "epoch": 11, "iter": 1400, "lr": 2e-05, "memory": 5836, "data_time": 0.02388, "loss_rpn_cls": 0.01418, "loss_rpn_bbox": 0.0372, "loss_cls": 0.14513, "acc": 94.56128, "loss_bbox": 0.20279, "loss_mask": 0.21132, "loss": 0.61063, "time": 0.99089}
{"mode": "train", "epoch": 11, "iter": 1450, "lr": 2e-05, "memory": 5836, "data_time": 0.02764, "loss_rpn_cls": 0.0157, "loss_rpn_bbox": 0.03782, "loss_cls": 0.15401, "acc": 94.19727, "loss_bbox": 0.20306, "loss_mask": 0.20981, "loss": 0.62039, "time": 1.03471}
{"mode": "train", "epoch": 11, "iter": 1500, "lr": 2e-05, "memory": 5836, "data_time": 0.03064, "loss_rpn_cls": 0.01619, "loss_rpn_bbox": 0.03939, "loss_cls": 0.15357, "acc": 94.26416, "loss_bbox": 0.21335, "loss_mask": 0.21446, "loss": 0.63695, "time": 1.05557}
{"mode": "train", "epoch": 11, "iter": 1550, "lr": 2e-05, "memory": 5836, "data_time": 0.02564, "loss_rpn_cls": 0.01463, "loss_rpn_bbox": 0.03967, "loss_cls": 0.15164, "acc": 94.42065, "loss_bbox": 0.20229, "loss_mask": 0.20882, "loss": 0.61706, "time": 1.05449}
{"mode": "train", "epoch": 11, "iter": 1600, "lr": 2e-05, "memory": 5836, "data_time": 0.02721, "loss_rpn_cls": 0.01559, "loss_rpn_bbox": 0.03936, "loss_cls": 0.15635, "acc": 94.09326, "loss_bbox": 0.20696, "loss_mask": 0.21271, "loss": 0.63097, "time": 1.0766}
{"mode": "train", "epoch": 11, "iter": 1650, "lr": 2e-05, "memory": 5836, "data_time": 0.03022, "loss_rpn_cls": 0.01569, "loss_rpn_bbox": 0.03782, "loss_cls": 0.15144, "acc": 94.35742, "loss_bbox": 0.20175, "loss_mask": 0.20907, "loss": 0.61577, "time": 1.06253}
{"mode": "train", "epoch": 11, "iter": 1700, "lr": 2e-05, "memory": 5836, "data_time": 0.03455, "loss_rpn_cls": 0.01512, "loss_rpn_bbox": 0.03726, "loss_cls": 0.14652, "acc": 94.54883, "loss_bbox": 0.1955, "loss_mask": 0.20943, "loss": 0.60384, "time": 1.04954}
{"mode": "train", "epoch": 11, "iter": 1750, "lr": 2e-05, "memory": 5836, "data_time": 0.03024, "loss_rpn_cls": 0.01564, "loss_rpn_bbox": 0.04089, "loss_cls": 0.15746, "acc": 94.08472, "loss_bbox": 0.20967, "loss_mask": 0.21581, "loss": 0.63946, "time": 1.08331}
{"mode": "train", "epoch": 11, "iter": 1800, "lr": 2e-05, "memory": 5836, "data_time": 0.02426, "loss_rpn_cls": 0.01606, "loss_rpn_bbox": 0.03935, "loss_cls": 0.1598, "acc": 93.99609, "loss_bbox": 0.20937, "loss_mask": 0.21354, "loss": 0.63812, "time": 1.07032}
{"mode": "train", "epoch": 11, "iter": 1850, "lr": 2e-05, "memory": 5836, "data_time": 0.02879, "loss_rpn_cls": 0.01543, "loss_rpn_bbox": 0.03791, "loss_cls": 0.15192, "acc": 94.25488, "loss_bbox": 0.20648, "loss_mask": 0.21048, "loss": 0.62222, "time": 1.06476}
{"mode": "train", "epoch": 11, "iter": 1900, "lr": 2e-05, "memory": 5836, "data_time": 0.02834, "loss_rpn_cls": 0.01458, "loss_rpn_bbox": 0.03757, "loss_cls": 0.14604, "acc": 94.4856, "loss_bbox": 0.1971, "loss_mask": 0.20679, "loss": 0.60208, "time": 1.04401}
{"mode": "train", "epoch": 11, "iter": 1950, "lr": 2e-05, "memory": 5836, "data_time": 0.02611, "loss_rpn_cls": 0.01579, "loss_rpn_bbox": 0.04059, "loss_cls": 0.15323, "acc": 94.26294, "loss_bbox": 0.20519, "loss_mask": 0.21225, "loss": 0.62706, "time": 1.12226}
{"mode": "train", "epoch": 11, "iter": 2000, "lr": 2e-05, "memory": 5836, "data_time": 0.02462, "loss_rpn_cls": 0.01506, "loss_rpn_bbox": 0.03834, "loss_cls": 0.14712, "acc": 94.51367, "loss_bbox": 0.19919, "loss_mask": 0.21371, "loss": 0.61343, "time": 1.07947}
{"mode": "train", "epoch": 11, "iter": 2050, "lr": 2e-05, "memory": 5836, "data_time": 0.02923, "loss_rpn_cls": 0.01638, "loss_rpn_bbox": 0.04038, "loss_cls": 0.15645, "acc": 94.14819, "loss_bbox": 0.20583, "loss_mask": 0.21502, "loss": 0.63406, "time": 1.10764}
{"mode": "train", "epoch": 11, "iter": 2100, "lr": 2e-05, "memory": 5836, "data_time": 0.03574, "loss_rpn_cls": 0.01685, "loss_rpn_bbox": 0.0413, "loss_cls": 0.15999, "acc": 94.14746, "loss_bbox": 0.20988, "loss_mask": 0.21316, "loss": 0.64117, "time": 1.08836}
{"mode": "train", "epoch": 11, "iter": 2150, "lr": 2e-05, "memory": 5836, "data_time": 0.02861, "loss_rpn_cls": 0.01592, "loss_rpn_bbox": 0.04003, "loss_cls": 0.15971, "acc": 93.91187, "loss_bbox": 0.21447, "loss_mask": 0.21553, "loss": 0.64565, "time": 1.03354}
{"mode": "train", "epoch": 11, "iter": 2200, "lr": 2e-05, "memory": 5836, "data_time": 0.02743, "loss_rpn_cls": 0.01583, "loss_rpn_bbox": 0.03823, "loss_cls": 0.15522, "acc": 94.17554, "loss_bbox": 0.20519, "loss_mask": 0.21706, "loss": 0.63153, "time": 1.03326}
{"mode": "train", "epoch": 11, "iter": 2250, "lr": 2e-05, "memory": 5836, "data_time": 0.0269, "loss_rpn_cls": 0.01434, "loss_rpn_bbox": 0.03684, "loss_cls": 0.14499, "acc": 94.52148, "loss_bbox": 0.19983, "loss_mask": 0.20694, "loss": 0.60294, "time": 1.05906}
{"mode": "train", "epoch": 11, "iter": 2300, "lr": 2e-05, "memory": 5836, "data_time": 0.03415, "loss_rpn_cls": 0.01642, "loss_rpn_bbox": 0.04074, "loss_cls": 0.15728, "acc": 94.08447, "loss_bbox": 0.21117, "loss_mask": 0.2103, "loss": 0.63591, "time": 1.05816}
{"mode": "train", "epoch": 11, "iter": 2350, "lr": 2e-05, "memory": 5836, "data_time": 0.02793, "loss_rpn_cls": 0.01417, "loss_rpn_bbox": 0.0377, "loss_cls": 0.14454, "acc": 94.63379, "loss_bbox": 0.19464, "loss_mask": 0.21116, "loss": 0.60221, "time": 1.05086}
{"mode": "train", "epoch": 11, "iter": 2400, "lr": 2e-05, "memory": 5836, "data_time": 0.0354, "loss_rpn_cls": 0.01764, "loss_rpn_bbox": 0.04173, "loss_cls": 0.16298, "acc": 93.96948, "loss_bbox": 0.21215, "loss_mask": 0.21569, "loss": 0.65019, "time": 1.07389}
{"mode": "train", "epoch": 11, "iter": 2450, "lr": 2e-05, "memory": 5836, "data_time": 0.02671, "loss_rpn_cls": 0.01434, "loss_rpn_bbox": 0.036, "loss_cls": 0.14803, "acc": 94.42163, "loss_bbox": 0.19993, "loss_mask": 0.2071, "loss": 0.60541, "time": 1.05162}
{"mode": "train", "epoch": 11, "iter": 2500, "lr": 2e-05, "memory": 5836, "data_time": 0.02457, "loss_rpn_cls": 0.01566, "loss_rpn_bbox": 0.04052, "loss_cls": 0.15618, "acc": 94.19043, "loss_bbox": 0.20866, "loss_mask": 0.21484, "loss": 0.63587, "time": 1.00363}
{"mode": "train", "epoch": 11, "iter": 2550, "lr": 2e-05, "memory": 5836, "data_time": 0.03189, "loss_rpn_cls": 0.01463, "loss_rpn_bbox": 0.03838, "loss_cls": 0.15367, "acc": 94.27441, "loss_bbox": 0.20242, "loss_mask": 0.2108, "loss": 0.61991, "time": 1.08261}
{"mode": "train", "epoch": 11, "iter": 2600, "lr": 2e-05, "memory": 5836, "data_time": 0.03087, "loss_rpn_cls": 0.01508, "loss_rpn_bbox": 0.04047, "loss_cls": 0.15851, "acc": 94.16382, "loss_bbox": 0.20549, "loss_mask": 0.21002, "loss": 0.62957, "time": 1.02716}
{"mode": "train", "epoch": 11, "iter": 2650, "lr": 2e-05, "memory": 5836, "data_time": 0.02532, "loss_rpn_cls": 0.01428, "loss_rpn_bbox": 0.03781, "loss_cls": 0.15644, "acc": 94.26929, "loss_bbox": 0.20486, "loss_mask": 0.21237, "loss": 0.62577, "time": 0.98803}
{"mode": "train", "epoch": 11, "iter": 2700, "lr": 2e-05, "memory": 5836, "data_time": 0.02817, "loss_rpn_cls": 0.01569, "loss_rpn_bbox": 0.04162, "loss_cls": 0.15947, "acc": 94.10962, "loss_bbox": 0.20972, "loss_mask": 0.21036, "loss": 0.63686, "time": 1.00668}
{"mode": "train", "epoch": 11, "iter": 2750, "lr": 2e-05, "memory": 5836, "data_time": 0.02683, "loss_rpn_cls": 0.01694, "loss_rpn_bbox": 0.04046, "loss_cls": 0.15681, "acc": 94.03076, "loss_bbox": 0.20687, "loss_mask": 0.21558, "loss": 0.63664, "time": 1.10332}
{"mode": "train", "epoch": 11, "iter": 2800, "lr": 2e-05, "memory": 5836, "data_time": 0.02719, "loss_rpn_cls": 0.01584, "loss_rpn_bbox": 0.03958, "loss_cls": 0.15543, "acc": 94.1438, "loss_bbox": 0.21191, "loss_mask": 0.21029, "loss": 0.63305, "time": 1.0212}
{"mode": "train", "epoch": 11, "iter": 2850, "lr": 2e-05, "memory": 5836, "data_time": 0.02453, "loss_rpn_cls": 0.01516, "loss_rpn_bbox": 0.03981, "loss_cls": 0.15515, "acc": 94.23657, "loss_bbox": 0.20247, "loss_mask": 0.21218, "loss": 0.62476, "time": 1.02776}
{"mode": "train", "epoch": 11, "iter": 2900, "lr": 2e-05, "memory": 5836, "data_time": 0.0246, "loss_rpn_cls": 0.01527, "loss_rpn_bbox": 0.04011, "loss_cls": 0.15564, "acc": 94.15649, "loss_bbox": 0.20736, "loss_mask": 0.21482, "loss": 0.63319, "time": 1.00888}
{"mode": "train", "epoch": 11, "iter": 2950, "lr": 2e-05, "memory": 5836, "data_time": 0.03188, "loss_rpn_cls": 0.01723, "loss_rpn_bbox": 0.0411, "loss_cls": 0.16402, "acc": 93.85278, "loss_bbox": 0.21726, "loss_mask": 0.21927, "loss": 0.65888, "time": 1.0254}
{"mode": "train", "epoch": 11, "iter": 3000, "lr": 2e-05, "memory": 5836, "data_time": 0.02933, "loss_rpn_cls": 0.01636, "loss_rpn_bbox": 0.03881, "loss_cls": 0.15631, "acc": 94.1355, "loss_bbox": 0.20966, "loss_mask": 0.21364, "loss": 0.63479, "time": 0.99897}
{"mode": "train", "epoch": 11, "iter": 3050, "lr": 2e-05, "memory": 5836, "data_time": 0.02434, "loss_rpn_cls": 0.01606, "loss_rpn_bbox": 0.04274, "loss_cls": 0.15932, "acc": 94.00488, "loss_bbox": 0.21179, "loss_mask": 0.21735, "loss": 0.64725, "time": 1.02466}
{"mode": "train", "epoch": 11, "iter": 3100, "lr": 2e-05, "memory": 5836, "data_time": 0.0268, "loss_rpn_cls": 0.01485, "loss_rpn_bbox": 0.03955, "loss_cls": 0.15065, "acc": 94.38428, "loss_bbox": 0.20255, "loss_mask": 0.20763, "loss": 0.61524, "time": 1.00227}
{"mode": "train", "epoch": 11, "iter": 3150, "lr": 2e-05, "memory": 5836, "data_time": 0.02666, "loss_rpn_cls": 0.0173, "loss_rpn_bbox": 0.04114, "loss_cls": 0.15865, "acc": 94.1438, "loss_bbox": 0.20763, "loss_mask": 0.21246, "loss": 0.63716, "time": 1.0356}
{"mode": "train", "epoch": 11, "iter": 3200, "lr": 2e-05, "memory": 5836, "data_time": 0.02667, "loss_rpn_cls": 0.0155, "loss_rpn_bbox": 0.04053, "loss_cls": 0.16123, "acc": 93.98022, "loss_bbox": 0.2103, "loss_mask": 0.21597, "loss": 0.64353, "time": 1.02099}
{"mode": "train", "epoch": 11, "iter": 3250, "lr": 2e-05, "memory": 5836, "data_time": 0.02436, "loss_rpn_cls": 0.0164, "loss_rpn_bbox": 0.04142, "loss_cls": 0.15616, "acc": 94.08521, "loss_bbox": 0.20672, "loss_mask": 0.21627, "loss": 0.63696, "time": 1.01889}
{"mode": "train", "epoch": 11, "iter": 3300, "lr": 2e-05, "memory": 5836, "data_time": 0.02315, "loss_rpn_cls": 0.0146, "loss_rpn_bbox": 0.03717, "loss_cls": 0.14443, "acc": 94.58008, "loss_bbox": 0.19384, "loss_mask": 0.21025, "loss": 0.60029, "time": 0.98406}
{"mode": "train", "epoch": 11, "iter": 3350, "lr": 2e-05, "memory": 5836, "data_time": 0.0267, "loss_rpn_cls": 0.01454, "loss_rpn_bbox": 0.04044, "loss_cls": 0.15795, "acc": 94.14624, "loss_bbox": 0.20931, "loss_mask": 0.21674, "loss": 0.63899, "time": 1.00913}
{"mode": "train", "epoch": 11, "iter": 3400, "lr": 2e-05, "memory": 5836, "data_time": 0.02424, "loss_rpn_cls": 0.01473, "loss_rpn_bbox": 0.0399, "loss_cls": 0.15571, "acc": 94.19385, "loss_bbox": 0.20869, "loss_mask": 0.21347, "loss": 0.6325, "time": 1.03314}
{"mode": "train", "epoch": 11, "iter": 3450, "lr": 2e-05, "memory": 5836, "data_time": 0.02466, "loss_rpn_cls": 0.01653, "loss_rpn_bbox": 0.0383, "loss_cls": 0.15569, "acc": 94.17896, "loss_bbox": 0.20764, "loss_mask": 0.2119, "loss": 0.63006, "time": 1.10981}
{"mode": "train", "epoch": 11, "iter": 3500, "lr": 2e-05, "memory": 5836, "data_time": 0.02657, "loss_rpn_cls": 0.01505, "loss_rpn_bbox": 0.03775, "loss_cls": 0.1573, "acc": 94.14575, "loss_bbox": 0.20444, "loss_mask": 0.21006, "loss": 0.6246, "time": 1.03142}
{"mode": "train", "epoch": 11, "iter": 3550, "lr": 2e-05, "memory": 5836, "data_time": 0.02583, "loss_rpn_cls": 0.01565, "loss_rpn_bbox": 0.03902, "loss_cls": 0.15955, "acc": 93.90649, "loss_bbox": 0.2098, "loss_mask": 0.21139, "loss": 0.63541, "time": 1.03971}
{"mode": "train", "epoch": 11, "iter": 3600, "lr": 2e-05, "memory": 5836, "data_time": 0.02837, "loss_rpn_cls": 0.01539, "loss_rpn_bbox": 0.03712, "loss_cls": 0.14865, "acc": 94.47949, "loss_bbox": 0.2012, "loss_mask": 0.2094, "loss": 0.61178, "time": 1.07912}
{"mode": "train", "epoch": 11, "iter": 3650, "lr": 2e-05, "memory": 5836, "data_time": 0.02928, "loss_rpn_cls": 0.01535, "loss_rpn_bbox": 0.0396, "loss_cls": 0.15352, "acc": 94.19043, "loss_bbox": 0.20764, "loss_mask": 0.21734, "loss": 0.63345, "time": 1.02072}
{"mode": "train", "epoch": 11, "iter": 3700, "lr": 2e-05, "memory": 5836, "data_time": 0.02756, "loss_rpn_cls": 0.01465, "loss_rpn_bbox": 0.03754, "loss_cls": 0.15661, "acc": 94.12036, "loss_bbox": 0.2056, "loss_mask": 0.21135, "loss": 0.62575, "time": 1.03356}
{"mode": "train", "epoch": 11, "iter": 3750, "lr": 2e-05, "memory": 5836, "data_time": 0.02945, "loss_rpn_cls": 0.01535, "loss_rpn_bbox": 0.03896, "loss_cls": 0.15094, "acc": 94.3667, "loss_bbox": 0.20104, "loss_mask": 0.20811, "loss": 0.6144, "time": 1.0445}
{"mode": "train", "epoch": 11, "iter": 3800, "lr": 2e-05, "memory": 5836, "data_time": 0.02742, "loss_rpn_cls": 0.01482, "loss_rpn_bbox": 0.03728, "loss_cls": 0.14573, "acc": 94.5835, "loss_bbox": 0.19078, "loss_mask": 0.20886, "loss": 0.59747, "time": 1.0009}
{"mode": "train", "epoch": 11, "iter": 3850, "lr": 2e-05, "memory": 5836, "data_time": 0.02897, "loss_rpn_cls": 0.01757, "loss_rpn_bbox": 0.04252, "loss_cls": 0.16193, "acc": 93.85645, "loss_bbox": 0.21726, "loss_mask": 0.2177, "loss": 0.65698, "time": 1.07465}
{"mode": "train", "epoch": 11, "iter": 3900, "lr": 2e-05, "memory": 5836, "data_time": 0.02926, "loss_rpn_cls": 0.01695, "loss_rpn_bbox": 0.03928, "loss_cls": 0.15426, "acc": 94.28906, "loss_bbox": 0.20337, "loss_mask": 0.21068, "loss": 0.62453, "time": 1.04049}
{"mode": "train", "epoch": 11, "iter": 3950, "lr": 2e-05, "memory": 5836, "data_time": 0.02618, "loss_rpn_cls": 0.01688, "loss_rpn_bbox": 0.04078, "loss_cls": 0.16087, "acc": 93.99512, "loss_bbox": 0.2078, "loss_mask": 0.21401, "loss": 0.64035, "time": 1.08293}
{"mode": "train", "epoch": 11, "iter": 4000, "lr": 2e-05, "memory": 5836, "data_time": 0.02737, "loss_rpn_cls": 0.01672, "loss_rpn_bbox": 0.03918, "loss_cls": 0.15398, "acc": 94.19873, "loss_bbox": 0.20583, "loss_mask": 0.21115, "loss": 0.62687, "time": 1.05683}
{"mode": "train", "epoch": 11, "iter": 4050, "lr": 2e-05, "memory": 5836, "data_time": 0.03221, "loss_rpn_cls": 0.0153, "loss_rpn_bbox": 0.03808, "loss_cls": 0.15562, "acc": 94.16528, "loss_bbox": 0.20619, "loss_mask": 0.21282, "loss": 0.62801, "time": 1.01126}
{"mode": "train", "epoch": 11, "iter": 4100, "lr": 2e-05, "memory": 5836, "data_time": 0.02383, "loss_rpn_cls": 0.01745, "loss_rpn_bbox": 0.03964, "loss_cls": 0.16048, "acc": 94.00952, "loss_bbox": 0.20911, "loss_mask": 0.21768, "loss": 0.64437, "time": 1.05957}
{"mode": "train", "epoch": 11, "iter": 4150, "lr": 2e-05, "memory": 5836, "data_time": 0.02705, "loss_rpn_cls": 0.01533, "loss_rpn_bbox": 0.03708, "loss_cls": 0.15515, "acc": 94.17554, "loss_bbox": 0.19979, "loss_mask": 0.21091, "loss": 0.61826, "time": 1.0708}
{"mode": "train", "epoch": 11, "iter": 4200, "lr": 2e-05, "memory": 5836, "data_time": 0.03074, "loss_rpn_cls": 0.01524, "loss_rpn_bbox": 0.04051, "loss_cls": 0.15398, "acc": 94.23145, "loss_bbox": 0.20654, "loss_mask": 0.20976, "loss": 0.62603, "time": 1.06559}
{"mode": "train", "epoch": 11, "iter": 4250, "lr": 2e-05, "memory": 5836, "data_time": 0.02384, "loss_rpn_cls": 0.01534, "loss_rpn_bbox": 0.03837, "loss_cls": 0.15211, "acc": 94.29883, "loss_bbox": 0.19994, "loss_mask": 0.21234, "loss": 0.6181, "time": 1.00462}
{"mode": "train", "epoch": 11, "iter": 4300, "lr": 2e-05, "memory": 5836, "data_time": 0.02789, "loss_rpn_cls": 0.01671, "loss_rpn_bbox": 0.04118, "loss_cls": 0.15826, "acc": 94.07446, "loss_bbox": 0.21248, "loss_mask": 0.21556, "loss": 0.64419, "time": 1.00579}
{"mode": "train", "epoch": 11, "iter": 4350, "lr": 2e-05, "memory": 5836, "data_time": 0.02623, "loss_rpn_cls": 0.01566, "loss_rpn_bbox": 0.04144, "loss_cls": 0.16166, "acc": 93.89575, "loss_bbox": 0.21277, "loss_mask": 0.2183, "loss": 0.64984, "time": 1.03959}
{"mode": "train", "epoch": 11, "iter": 4400, "lr": 2e-05, "memory": 5836, "data_time": 0.02777, "loss_rpn_cls": 0.01565, "loss_rpn_bbox": 0.03931, "loss_cls": 0.15432, "acc": 94.15991, "loss_bbox": 0.20695, "loss_mask": 0.21266, "loss": 0.6289, "time": 1.01277}
{"mode": "train", "epoch": 11, "iter": 4450, "lr": 2e-05, "memory": 5836, "data_time": 0.02724, "loss_rpn_cls": 0.01565, "loss_rpn_bbox": 0.03989, "loss_cls": 0.15484, "acc": 94.2019, "loss_bbox": 0.20595, "loss_mask": 0.21508, "loss": 0.63141, "time": 1.01788}
{"mode": "train", "epoch": 11, "iter": 4500, "lr": 2e-05, "memory": 5836, "data_time": 0.03254, "loss_rpn_cls": 0.01624, "loss_rpn_bbox": 0.03982, "loss_cls": 0.1572, "acc": 94.11719, "loss_bbox": 0.20579, "loss_mask": 0.21392, "loss": 0.63296, "time": 1.0023}
{"mode": "train", "epoch": 11, "iter": 4550, "lr": 2e-05, "memory": 5836, "data_time": 0.02661, "loss_rpn_cls": 0.01483, "loss_rpn_bbox": 0.03946, "loss_cls": 0.1528, "acc": 94.29004, "loss_bbox": 0.19931, "loss_mask": 0.20761, "loss": 0.61401, "time": 0.99621}
{"mode": "train", "epoch": 11, "iter": 4600, "lr": 2e-05, "memory": 5836, "data_time": 0.02738, "loss_rpn_cls": 0.01558, "loss_rpn_bbox": 0.03862, "loss_cls": 0.15537, "acc": 94.29248, "loss_bbox": 0.20274, "loss_mask": 0.21316, "loss": 0.62547, "time": 1.00464}
{"mode": "train", "epoch": 11, "iter": 4650, "lr": 2e-05, "memory": 5836, "data_time": 0.02588, "loss_rpn_cls": 0.01595, "loss_rpn_bbox": 0.0408, "loss_cls": 0.16027, "acc": 93.9856, "loss_bbox": 0.2141, "loss_mask": 0.22407, "loss": 0.65519, "time": 1.02657}
{"mode": "train", "epoch": 11, "iter": 4700, "lr": 2e-05, "memory": 5836, "data_time": 0.0278, "loss_rpn_cls": 0.01581, "loss_rpn_bbox": 0.03864, "loss_cls": 0.15506, "acc": 94.15674, "loss_bbox": 0.20299, "loss_mask": 0.21212, "loss": 0.62462, "time": 1.00797}
{"mode": "train", "epoch": 11, "iter": 4750, "lr": 2e-05, "memory": 5836, "data_time": 0.02866, "loss_rpn_cls": 0.01573, "loss_rpn_bbox": 0.039, "loss_cls": 0.15115, "acc": 94.30444, "loss_bbox": 0.20346, "loss_mask": 0.21104, "loss": 0.62038, "time": 1.0185}
{"mode": "train", "epoch": 11, "iter": 4800, "lr": 2e-05, "memory": 5836, "data_time": 0.03109, "loss_rpn_cls": 0.01793, "loss_rpn_bbox": 0.04208, "loss_cls": 0.16808, "acc": 93.74585, "loss_bbox": 0.21432, "loss_mask": 0.21703, "loss": 0.65943, "time": 1.05565}
{"mode": "train", "epoch": 11, "iter": 4850, "lr": 2e-05, "memory": 5836, "data_time": 0.02613, "loss_rpn_cls": 0.01491, "loss_rpn_bbox": 0.03863, "loss_cls": 0.1563, "acc": 94.27686, "loss_bbox": 0.20079, "loss_mask": 0.20962, "loss": 0.62026, "time": 1.01109}
{"mode": "train", "epoch": 11, "iter": 4900, "lr": 2e-05, "memory": 5836, "data_time": 0.03057, "loss_rpn_cls": 0.01514, "loss_rpn_bbox": 0.03928, "loss_cls": 0.15751, "acc": 94.05249, "loss_bbox": 0.21216, "loss_mask": 0.22083, "loss": 0.64492, "time": 1.00054}
{"mode": "train", "epoch": 11, "iter": 4950, "lr": 2e-05, "memory": 5836, "data_time": 0.0242, "loss_rpn_cls": 0.01428, "loss_rpn_bbox": 0.03704, "loss_cls": 0.15218, "acc": 94.3252, "loss_bbox": 0.202, "loss_mask": 0.21838, "loss": 0.62387, "time": 1.00551}
{"mode": "train", "epoch": 11, "iter": 5000, "lr": 2e-05, "memory": 5836, "data_time": 0.02801, "loss_rpn_cls": 0.01443, "loss_rpn_bbox": 0.03763, "loss_cls": 0.15051, "acc": 94.31885, "loss_bbox": 0.20101, "loss_mask": 0.20825, "loss": 0.61182, "time": 1.02642}
{"mode": "train", "epoch": 11, "iter": 5050, "lr": 2e-05, "memory": 5836, "data_time": 0.02777, "loss_rpn_cls": 0.01424, "loss_rpn_bbox": 0.03814, "loss_cls": 0.15203, "acc": 94.37769, "loss_bbox": 0.19933, "loss_mask": 0.21082, "loss": 0.61457, "time": 1.0808}
{"mode": "train", "epoch": 11, "iter": 5100, "lr": 2e-05, "memory": 5836, "data_time": 0.02675, "loss_rpn_cls": 0.01595, "loss_rpn_bbox": 0.03965, "loss_cls": 0.15629, "acc": 94.02393, "loss_bbox": 0.21024, "loss_mask": 0.21351, "loss": 0.63564, "time": 1.04685}
{"mode": "train", "epoch": 11, "iter": 5150, "lr": 2e-05, "memory": 5836, "data_time": 0.02566, "loss_rpn_cls": 0.01522, "loss_rpn_bbox": 0.03815, "loss_cls": 0.15289, "acc": 94.33057, "loss_bbox": 0.19704, "loss_mask": 0.21086, "loss": 0.61416, "time": 1.0348}
{"mode": "train", "epoch": 11, "iter": 5200, "lr": 2e-05, "memory": 5836, "data_time": 0.02774, "loss_rpn_cls": 0.015, "loss_rpn_bbox": 0.03885, "loss_cls": 0.14907, "acc": 94.34888, "loss_bbox": 0.20032, "loss_mask": 0.20439, "loss": 0.60763, "time": 1.0542}
{"mode": "train", "epoch": 11, "iter": 5250, "lr": 2e-05, "memory": 5836, "data_time": 0.02735, "loss_rpn_cls": 0.01408, "loss_rpn_bbox": 0.03883, "loss_cls": 0.15197, "acc": 94.28735, "loss_bbox": 0.20003, "loss_mask": 0.20983, "loss": 0.61474, "time": 1.02375}
{"mode": "train", "epoch": 11, "iter": 5300, "lr": 2e-05, "memory": 5836, "data_time": 0.02598, "loss_rpn_cls": 0.01666, "loss_rpn_bbox": 0.04015, "loss_cls": 0.15928, "acc": 94.00977, "loss_bbox": 0.21094, "loss_mask": 0.21703, "loss": 0.64406, "time": 1.05891}
{"mode": "train", "epoch": 11, "iter": 5350, "lr": 2e-05, "memory": 5836, "data_time": 0.03241, "loss_rpn_cls": 0.01467, "loss_rpn_bbox": 0.04042, "loss_cls": 0.15692, "acc": 94.16357, "loss_bbox": 0.20988, "loss_mask": 0.21361, "loss": 0.63549, "time": 1.00235}
{"mode": "train", "epoch": 11, "iter": 5400, "lr": 2e-05, "memory": 5836, "data_time": 0.02582, "loss_rpn_cls": 0.01504, "loss_rpn_bbox": 0.03851, "loss_cls": 0.15376, "acc": 94.27368, "loss_bbox": 0.2005, "loss_mask": 0.20983, "loss": 0.61762, "time": 1.00333}
{"mode": "train", "epoch": 11, "iter": 5450, "lr": 2e-05, "memory": 5836, "data_time": 0.0298, "loss_rpn_cls": 0.01448, "loss_rpn_bbox": 0.03805, "loss_cls": 0.15277, "acc": 94.32593, "loss_bbox": 0.19987, "loss_mask": 0.20506, "loss": 0.61023, "time": 1.04526}
{"mode": "train", "epoch": 11, "iter": 5500, "lr": 2e-05, "memory": 5836, "data_time": 0.02456, "loss_rpn_cls": 0.01629, "loss_rpn_bbox": 0.03791, "loss_cls": 0.15694, "acc": 94.21484, "loss_bbox": 0.20276, "loss_mask": 0.2131, "loss": 0.627, "time": 1.01583}
{"mode": "train", "epoch": 11, "iter": 5550, "lr": 2e-05, "memory": 5836, "data_time": 0.03103, "loss_rpn_cls": 0.01528, "loss_rpn_bbox": 0.03972, "loss_cls": 0.15913, "acc": 94.02979, "loss_bbox": 0.20815, "loss_mask": 0.21515, "loss": 0.63743, "time": 1.06289}
{"mode": "train", "epoch": 11, "iter": 5600, "lr": 2e-05, "memory": 5836, "data_time": 0.02325, "loss_rpn_cls": 0.01496, "loss_rpn_bbox": 0.03813, "loss_cls": 0.1499, "acc": 94.46851, "loss_bbox": 0.19661, "loss_mask": 0.20867, "loss": 0.60827, "time": 1.00083}
{"mode": "train", "epoch": 11, "iter": 5650, "lr": 2e-05, "memory": 5836, "data_time": 0.02869, "loss_rpn_cls": 0.01652, "loss_rpn_bbox": 0.03933, "loss_cls": 0.15415, "acc": 94.22021, "loss_bbox": 0.20315, "loss_mask": 0.21146, "loss": 0.62461, "time": 1.04057}
{"mode": "train", "epoch": 11, "iter": 5700, "lr": 2e-05, "memory": 5836, "data_time": 0.02521, "loss_rpn_cls": 0.0161, "loss_rpn_bbox": 0.04041, "loss_cls": 0.15837, "acc": 94.1106, "loss_bbox": 0.20965, "loss_mask": 0.21466, "loss": 0.63919, "time": 1.04805}
{"mode": "train", "epoch": 11, "iter": 5750, "lr": 2e-05, "memory": 5836, "data_time": 0.0298, "loss_rpn_cls": 0.01626, "loss_rpn_bbox": 0.03971, "loss_cls": 0.15412, "acc": 94.21362, "loss_bbox": 0.20573, "loss_mask": 0.2147, "loss": 0.63051, "time": 0.99318}
{"mode": "train", "epoch": 11, "iter": 5800, "lr": 2e-05, "memory": 5836, "data_time": 0.02603, "loss_rpn_cls": 0.0151, "loss_rpn_bbox": 0.04022, "loss_cls": 0.15066, "acc": 94.38672, "loss_bbox": 0.19687, "loss_mask": 0.20755, "loss": 0.6104, "time": 1.0593}
{"mode": "train", "epoch": 11, "iter": 5850, "lr": 2e-05, "memory": 5836, "data_time": 0.02296, "loss_rpn_cls": 0.01554, "loss_rpn_bbox": 0.03922, "loss_cls": 0.15314, "acc": 94.24878, "loss_bbox": 0.20591, "loss_mask": 0.21405, "loss": 0.62786, "time": 1.03052}
{"mode": "train", "epoch": 11, "iter": 5900, "lr": 2e-05, "memory": 5836, "data_time": 0.03173, "loss_rpn_cls": 0.01364, "loss_rpn_bbox": 0.03675, "loss_cls": 0.15047, "acc": 94.40894, "loss_bbox": 0.19478, "loss_mask": 0.20875, "loss": 0.60441, "time": 1.015}
{"mode": "train", "epoch": 11, "iter": 5950, "lr": 2e-05, "memory": 5836, "data_time": 0.02699, "loss_rpn_cls": 0.01592, "loss_rpn_bbox": 0.03775, "loss_cls": 0.15536, "acc": 94.19556, "loss_bbox": 0.19934, "loss_mask": 0.2077, "loss": 0.61606, "time": 1.01062}
{"mode": "train", "epoch": 11, "iter": 6000, "lr": 2e-05, "memory": 5836, "data_time": 0.02785, "loss_rpn_cls": 0.01726, "loss_rpn_bbox": 0.04045, "loss_cls": 0.15753, "acc": 94.10156, "loss_bbox": 0.20523, "loss_mask": 0.21192, "loss": 0.6324, "time": 0.95604}
{"mode": "train", "epoch": 11, "iter": 6050, "lr": 2e-05, "memory": 5836, "data_time": 0.03121, "loss_rpn_cls": 0.01673, "loss_rpn_bbox": 0.03993, "loss_cls": 0.15336, "acc": 94.36523, "loss_bbox": 0.19911, "loss_mask": 0.21053, "loss": 0.61966, "time": 1.02123}
{"mode": "train", "epoch": 11, "iter": 6100, "lr": 2e-05, "memory": 5836, "data_time": 0.0297, "loss_rpn_cls": 0.01539, "loss_rpn_bbox": 0.04003, "loss_cls": 0.15647, "acc": 94.14526, "loss_bbox": 0.20902, "loss_mask": 0.21217, "loss": 0.63308, "time": 1.07418}
{"mode": "train", "epoch": 11, "iter": 6150, "lr": 2e-05, "memory": 5836, "data_time": 0.0281, "loss_rpn_cls": 0.01428, "loss_rpn_bbox": 0.03671, "loss_cls": 0.15378, "acc": 94.25293, "loss_bbox": 0.20339, "loss_mask": 0.21267, "loss": 0.62082, "time": 1.06317}
{"mode": "train", "epoch": 11, "iter": 6200, "lr": 2e-05, "memory": 5836, "data_time": 0.02756, "loss_rpn_cls": 0.01735, "loss_rpn_bbox": 0.04052, "loss_cls": 0.15845, "acc": 94.10498, "loss_bbox": 0.20708, "loss_mask": 0.2128, "loss": 0.6362, "time": 1.0612}
{"mode": "train", "epoch": 11, "iter": 6250, "lr": 2e-05, "memory": 5836, "data_time": 0.02865, "loss_rpn_cls": 0.01534, "loss_rpn_bbox": 0.03769, "loss_cls": 0.14983, "acc": 94.38135, "loss_bbox": 0.20082, "loss_mask": 0.21123, "loss": 0.61491, "time": 1.04398}
{"mode": "train", "epoch": 11, "iter": 6300, "lr": 2e-05, "memory": 5836, "data_time": 0.02652, "loss_rpn_cls": 0.0168, "loss_rpn_bbox": 0.04014, "loss_cls": 0.1593, "acc": 94.06934, "loss_bbox": 0.21093, "loss_mask": 0.21821, "loss": 0.64538, "time": 1.05733}
{"mode": "train", "epoch": 11, "iter": 6350, "lr": 2e-05, "memory": 5836, "data_time": 0.02725, "loss_rpn_cls": 0.01466, "loss_rpn_bbox": 0.03854, "loss_cls": 0.15179, "acc": 94.2583, "loss_bbox": 0.20428, "loss_mask": 0.21476, "loss": 0.62403, "time": 1.03322}
{"mode": "train", "epoch": 11, "iter": 6400, "lr": 2e-05, "memory": 5836, "data_time": 0.0243, "loss_rpn_cls": 0.01639, "loss_rpn_bbox": 0.03793, "loss_cls": 0.15681, "acc": 94.0166, "loss_bbox": 0.20678, "loss_mask": 0.21351, "loss": 0.63142, "time": 1.05628}
{"mode": "train", "epoch": 11, "iter": 6450, "lr": 2e-05, "memory": 5836, "data_time": 0.03093, "loss_rpn_cls": 0.01504, "loss_rpn_bbox": 0.03966, "loss_cls": 0.16251, "acc": 93.97485, "loss_bbox": 0.21621, "loss_mask": 0.21405, "loss": 0.64746, "time": 1.09733}
{"mode": "train", "epoch": 11, "iter": 6500, "lr": 2e-05, "memory": 5836, "data_time": 0.03076, "loss_rpn_cls": 0.01467, "loss_rpn_bbox": 0.03856, "loss_cls": 0.15221, "acc": 94.23608, "loss_bbox": 0.20443, "loss_mask": 0.21651, "loss": 0.62638, "time": 1.10865}
{"mode": "train", "epoch": 11, "iter": 6550, "lr": 2e-05, "memory": 5836, "data_time": 0.02343, "loss_rpn_cls": 0.01651, "loss_rpn_bbox": 0.04055, "loss_cls": 0.16088, "acc": 93.92822, "loss_bbox": 0.21397, "loss_mask": 0.21618, "loss": 0.64809, "time": 1.05637}
{"mode": "train", "epoch": 11, "iter": 6600, "lr": 2e-05, "memory": 5836, "data_time": 0.02569, "loss_rpn_cls": 0.01539, "loss_rpn_bbox": 0.03928, "loss_cls": 0.15896, "acc": 94.03345, "loss_bbox": 0.20711, "loss_mask": 0.21279, "loss": 0.63353, "time": 1.01185}
{"mode": "train", "epoch": 11, "iter": 6650, "lr": 2e-05, "memory": 5836, "data_time": 0.02933, "loss_rpn_cls": 0.01709, "loss_rpn_bbox": 0.04038, "loss_cls": 0.15798, "acc": 94.04053, "loss_bbox": 0.20872, "loss_mask": 0.21742, "loss": 0.64159, "time": 1.05627}
{"mode": "train", "epoch": 11, "iter": 6700, "lr": 2e-05, "memory": 5836, "data_time": 0.03327, "loss_rpn_cls": 0.01478, "loss_rpn_bbox": 0.03963, "loss_cls": 0.15316, "acc": 94.34863, "loss_bbox": 0.20642, "loss_mask": 0.21489, "loss": 0.62887, "time": 1.08822}
{"mode": "train", "epoch": 11, "iter": 6750, "lr": 2e-05, "memory": 5836, "data_time": 0.03304, "loss_rpn_cls": 0.01534, "loss_rpn_bbox": 0.04229, "loss_cls": 0.16682, "acc": 93.66797, "loss_bbox": 0.21906, "loss_mask": 0.21681, "loss": 0.66032, "time": 1.07554}
{"mode": "train", "epoch": 11, "iter": 6800, "lr": 2e-05, "memory": 5836, "data_time": 0.02927, "loss_rpn_cls": 0.01404, "loss_rpn_bbox": 0.0391, "loss_cls": 0.15437, "acc": 94.16431, "loss_bbox": 0.20875, "loss_mask": 0.21406, "loss": 0.63032, "time": 1.01528}
{"mode": "train", "epoch": 11, "iter": 6850, "lr": 2e-05, "memory": 5836, "data_time": 0.03177, "loss_rpn_cls": 0.01554, "loss_rpn_bbox": 0.03901, "loss_cls": 0.1574, "acc": 94.15381, "loss_bbox": 0.20409, "loss_mask": 0.20865, "loss": 0.62469, "time": 1.0039}
{"mode": "train", "epoch": 11, "iter": 6900, "lr": 2e-05, "memory": 5836, "data_time": 0.02669, "loss_rpn_cls": 0.01534, "loss_rpn_bbox": 0.03952, "loss_cls": 0.15228, "acc": 94.37817, "loss_bbox": 0.20175, "loss_mask": 0.2109, "loss": 0.61979, "time": 0.99411}
{"mode": "train", "epoch": 11, "iter": 6950, "lr": 2e-05, "memory": 5836, "data_time": 0.03396, "loss_rpn_cls": 0.01701, "loss_rpn_bbox": 0.03885, "loss_cls": 0.15942, "acc": 94.02368, "loss_bbox": 0.21158, "loss_mask": 0.21849, "loss": 0.64535, "time": 1.00006}
{"mode": "train", "epoch": 11, "iter": 7000, "lr": 2e-05, "memory": 5836, "data_time": 0.02677, "loss_rpn_cls": 0.01448, "loss_rpn_bbox": 0.03921, "loss_cls": 0.15572, "acc": 94.1936, "loss_bbox": 0.2054, "loss_mask": 0.21338, "loss": 0.62819, "time": 0.99783}
{"mode": "train", "epoch": 11, "iter": 7050, "lr": 2e-05, "memory": 5836, "data_time": 0.02997, "loss_rpn_cls": 0.0165, "loss_rpn_bbox": 0.04099, "loss_cls": 0.158, "acc": 94.07495, "loss_bbox": 0.21347, "loss_mask": 0.21836, "loss": 0.64732, "time": 1.01744}
{"mode": "train", "epoch": 11, "iter": 7100, "lr": 2e-05, "memory": 5836, "data_time": 0.02891, "loss_rpn_cls": 0.0155, "loss_rpn_bbox": 0.03959, "loss_cls": 0.15684, "acc": 94.08325, "loss_bbox": 0.20867, "loss_mask": 0.21581, "loss": 0.63641, "time": 1.01618}
{"mode": "train", "epoch": 11, "iter": 7150, "lr": 2e-05, "memory": 5836, "data_time": 0.02731, "loss_rpn_cls": 0.0158, "loss_rpn_bbox": 0.03819, "loss_cls": 0.15563, "acc": 94.20264, "loss_bbox": 0.20517, "loss_mask": 0.21027, "loss": 0.62507, "time": 1.0006}
{"mode": "train", "epoch": 11, "iter": 7200, "lr": 2e-05, "memory": 5836, "data_time": 0.02555, "loss_rpn_cls": 0.01723, "loss_rpn_bbox": 0.0411, "loss_cls": 0.16032, "acc": 93.98291, "loss_bbox": 0.21247, "loss_mask": 0.21087, "loss": 0.64199, "time": 1.00961}
{"mode": "train", "epoch": 11, "iter": 7250, "lr": 2e-05, "memory": 5836, "data_time": 0.02994, "loss_rpn_cls": 0.01542, "loss_rpn_bbox": 0.0394, "loss_cls": 0.15503, "acc": 94.18604, "loss_bbox": 0.20608, "loss_mask": 0.21005, "loss": 0.62598, "time": 1.02357}
{"mode": "train", "epoch": 11, "iter": 7300, "lr": 2e-05, "memory": 5836, "data_time": 0.02728, "loss_rpn_cls": 0.01534, "loss_rpn_bbox": 0.03942, "loss_cls": 0.15818, "acc": 94.10913, "loss_bbox": 0.2079, "loss_mask": 0.21318, "loss": 0.63402, "time": 1.02806}
{"mode": "val", "epoch": 11, "iter": 625, "lr": 2e-05, "bbox_mAP": 0.4039, "bbox_mAP_50": 0.6213, "bbox_mAP_75": 0.4377, "bbox_mAP_s": 0.2402, "bbox_mAP_m": 0.4321, "bbox_mAP_l": 0.5335, "bbox_mAP_copypaste": "0.4039 0.6213 0.4377 0.2402 0.4321 0.5335", "segm_mAP": 0.3744, "segm_mAP_50": 0.5933, "segm_mAP_75": 0.4001, "segm_mAP_s": 0.1829, "segm_mAP_m": 0.3998, "segm_mAP_l": 0.5464, "segm_mAP_copypaste": "0.3744 0.5933 0.4001 0.1829 0.3998 0.5464"}
{"mode": "train", "epoch": 12, "iter": 50, "lr": 0.0, "memory": 5836, "data_time": 0.10784, "loss_rpn_cls": 0.01672, "loss_rpn_bbox": 0.04063, "loss_cls": 0.15165, "acc": 94.22339, "loss_bbox": 0.21168, "loss_mask": 0.21426, "loss": 0.63495, "time": 1.09976}
{"mode": "train", "epoch": 12, "iter": 100, "lr": 0.0, "memory": 5836, "data_time": 0.02687, "loss_rpn_cls": 0.01554, "loss_rpn_bbox": 0.03874, "loss_cls": 0.15067, "acc": 94.28906, "loss_bbox": 0.20796, "loss_mask": 0.213, "loss": 0.62592, "time": 1.03213}
{"mode": "train", "epoch": 12, "iter": 150, "lr": 0.0, "memory": 5836, "data_time": 0.02876, "loss_rpn_cls": 0.01473, "loss_rpn_bbox": 0.03881, "loss_cls": 0.15421, "acc": 94.17432, "loss_bbox": 0.20953, "loss_mask": 0.21291, "loss": 0.63019, "time": 1.03059}
{"mode": "train", "epoch": 12, "iter": 200, "lr": 0.0, "memory": 5836, "data_time": 0.02905, "loss_rpn_cls": 0.01404, "loss_rpn_bbox": 0.03797, "loss_cls": 0.14589, "acc": 94.48853, "loss_bbox": 0.19701, "loss_mask": 0.20564, "loss": 0.60056, "time": 1.01522}
{"mode": "train", "epoch": 12, "iter": 250, "lr": 0.0, "memory": 5836, "data_time": 0.02741, "loss_rpn_cls": 0.01537, "loss_rpn_bbox": 0.03954, "loss_cls": 0.15529, "acc": 94.11499, "loss_bbox": 0.21082, "loss_mask": 0.21484, "loss": 0.63586, "time": 0.99598}
{"mode": "train", "epoch": 12, "iter": 300, "lr": 0.0, "memory": 5836, "data_time": 0.03201, "loss_rpn_cls": 0.01353, "loss_rpn_bbox": 0.03666, "loss_cls": 0.14423, "acc": 94.51416, "loss_bbox": 0.19677, "loss_mask": 0.20438, "loss": 0.59557, "time": 0.98528}
{"mode": "train", "epoch": 12, "iter": 350, "lr": 0.0, "memory": 5836, "data_time": 0.03061, "loss_rpn_cls": 0.01499, "loss_rpn_bbox": 0.03998, "loss_cls": 0.15431, "acc": 94.15112, "loss_bbox": 0.2109, "loss_mask": 0.21203, "loss": 0.63221, "time": 1.03088}
{"mode": "train", "epoch": 12, "iter": 400, "lr": 0.0, "memory": 5836, "data_time": 0.02955, "loss_rpn_cls": 0.01458, "loss_rpn_bbox": 0.03991, "loss_cls": 0.15253, "acc": 94.29883, "loss_bbox": 0.20502, "loss_mask": 0.21321, "loss": 0.62525, "time": 1.03708}
{"mode": "train", "epoch": 12, "iter": 450, "lr": 0.0, "memory": 5836, "data_time": 0.02688, "loss_rpn_cls": 0.01468, "loss_rpn_bbox": 0.042, "loss_cls": 0.15189, "acc": 94.24268, "loss_bbox": 0.20211, "loss_mask": 0.21177, "loss": 0.62245, "time": 1.02884}
{"mode": "train", "epoch": 12, "iter": 500, "lr": 0.0, "memory": 5836, "data_time": 0.02655, "loss_rpn_cls": 0.01449, "loss_rpn_bbox": 0.03813, "loss_cls": 0.14648, "acc": 94.47168, "loss_bbox": 0.20099, "loss_mask": 0.21261, "loss": 0.61269, "time": 1.03979}
{"mode": "train", "epoch": 12, "iter": 550, "lr": 0.0, "memory": 5836, "data_time": 0.02421, "loss_rpn_cls": 0.01348, "loss_rpn_bbox": 0.03876, "loss_cls": 0.14679, "acc": 94.46533, "loss_bbox": 0.1973, "loss_mask": 0.20364, "loss": 0.59997, "time": 1.00708}
{"mode": "train", "epoch": 12, "iter": 600, "lr": 0.0, "memory": 5836, "data_time": 0.0299, "loss_rpn_cls": 0.01447, "loss_rpn_bbox": 0.03734, "loss_cls": 0.14952, "acc": 94.30273, "loss_bbox": 0.20268, "loss_mask": 0.2098, "loss": 0.61381, "time": 0.9994}
{"mode": "train", "epoch": 12, "iter": 650, "lr": 0.0, "memory": 5836, "data_time": 0.02721, "loss_rpn_cls": 0.01356, "loss_rpn_bbox": 0.03916, "loss_cls": 0.14724, "acc": 94.36865, "loss_bbox": 0.20111, "loss_mask": 0.20733, "loss": 0.60839, "time": 1.00621}
{"mode": "train", "epoch": 12, "iter": 700, "lr": 0.0, "memory": 5836, "data_time": 0.02689, "loss_rpn_cls": 0.0153, "loss_rpn_bbox": 0.03958, "loss_cls": 0.1475, "acc": 94.36108, "loss_bbox": 0.1995, "loss_mask": 0.20782, "loss": 0.6097, "time": 1.04804}
{"mode": "train", "epoch": 12, "iter": 750, "lr": 0.0, "memory": 5836, "data_time": 0.02991, "loss_rpn_cls": 0.01551, "loss_rpn_bbox": 0.04079, "loss_cls": 0.15544, "acc": 94.16895, "loss_bbox": 0.20541, "loss_mask": 0.21368, "loss": 0.63084, "time": 1.03738}
{"mode": "train", "epoch": 12, "iter": 800, "lr": 0.0, "memory": 5836, "data_time": 0.02572, "loss_rpn_cls": 0.01496, "loss_rpn_bbox": 0.03852, "loss_cls": 0.14644, "acc": 94.55005, "loss_bbox": 0.19802, "loss_mask": 0.20791, "loss": 0.60585, "time": 1.03344}
{"mode": "train", "epoch": 12, "iter": 850, "lr": 0.0, "memory": 5836, "data_time": 0.02594, "loss_rpn_cls": 0.01479, "loss_rpn_bbox": 0.03553, "loss_cls": 0.1378, "acc": 94.7793, "loss_bbox": 0.19538, "loss_mask": 0.20609, "loss": 0.58959, "time": 1.01403}
{"mode": "train", "epoch": 12, "iter": 900, "lr": 0.0, "memory": 5836, "data_time": 0.02786, "loss_rpn_cls": 0.01403, "loss_rpn_bbox": 0.03761, "loss_cls": 0.14549, "acc": 94.46216, "loss_bbox": 0.19723, "loss_mask": 0.2054, "loss": 0.59977, "time": 1.02646}
{"mode": "train", "epoch": 12, "iter": 950, "lr": 0.0, "memory": 5836, "data_time": 0.02965, "loss_rpn_cls": 0.01432, "loss_rpn_bbox": 0.03765, "loss_cls": 0.14894, "acc": 94.42798, "loss_bbox": 0.20147, "loss_mask": 0.21047, "loss": 0.61286, "time": 0.99241}
{"mode": "train", "epoch": 12, "iter": 1000, "lr": 0.0, "memory": 5836, "data_time": 0.02573, "loss_rpn_cls": 0.01474, "loss_rpn_bbox": 0.03753, "loss_cls": 0.14642, "acc": 94.53394, "loss_bbox": 0.19919, "loss_mask": 0.20856, "loss": 0.60643, "time": 1.06836}
{"mode": "train", "epoch": 12, "iter": 1050, "lr": 0.0, "memory": 5836, "data_time": 0.02745, "loss_rpn_cls": 0.01382, "loss_rpn_bbox": 0.03831, "loss_cls": 0.14594, "acc": 94.44922, "loss_bbox": 0.19949, "loss_mask": 0.21191, "loss": 0.60947, "time": 1.09447}
{"mode": "train", "epoch": 12, "iter": 1100, "lr": 0.0, "memory": 5836, "data_time": 0.02332, "loss_rpn_cls": 0.01357, "loss_rpn_bbox": 0.03724, "loss_cls": 0.14201, "acc": 94.70728, "loss_bbox": 0.19217, "loss_mask": 0.20603, "loss": 0.59102, "time": 1.03168}
{"mode": "train", "epoch": 12, "iter": 1150, "lr": 0.0, "memory": 5836, "data_time": 0.02907, "loss_rpn_cls": 0.01359, "loss_rpn_bbox": 0.03787, "loss_cls": 0.14719, "acc": 94.41504, "loss_bbox": 0.20192, "loss_mask": 0.21208, "loss": 0.61265, "time": 1.00524}
{"mode": "train", "epoch": 12, "iter": 1200, "lr": 0.0, "memory": 5836, "data_time": 0.02312, "loss_rpn_cls": 0.01441, "loss_rpn_bbox": 0.03747, "loss_cls": 0.14154, "acc": 94.65723, "loss_bbox": 0.19587, "loss_mask": 0.20678, "loss": 0.59608, "time": 1.04602}
{"mode": "train", "epoch": 12, "iter": 1250, "lr": 0.0, "memory": 5836, "data_time": 0.0264, "loss_rpn_cls": 0.01361, "loss_rpn_bbox": 0.03616, "loss_cls": 0.1436, "acc": 94.65015, "loss_bbox": 0.19101, "loss_mask": 0.20248, "loss": 0.58686, "time": 1.04097}
{"mode": "train", "epoch": 12, "iter": 1300, "lr": 0.0, "memory": 5836, "data_time": 0.03186, "loss_rpn_cls": 0.0142, "loss_rpn_bbox": 0.03892, "loss_cls": 0.1479, "acc": 94.37476, "loss_bbox": 0.20288, "loss_mask": 0.20864, "loss": 0.61253, "time": 1.10765}
{"mode": "train", "epoch": 12, "iter": 1350, "lr": 0.0, "memory": 5836, "data_time": 0.02969, "loss_rpn_cls": 0.01472, "loss_rpn_bbox": 0.03816, "loss_cls": 0.14853, "acc": 94.43555, "loss_bbox": 0.19905, "loss_mask": 0.20572, "loss": 0.60618, "time": 1.00535}
{"mode": "train", "epoch": 12, "iter": 1400, "lr": 0.0, "memory": 5836, "data_time": 0.02491, "loss_rpn_cls": 0.01371, "loss_rpn_bbox": 0.03657, "loss_cls": 0.14435, "acc": 94.57764, "loss_bbox": 0.19738, "loss_mask": 0.20798, "loss": 0.59999, "time": 0.99134}
{"mode": "train", "epoch": 12, "iter": 1450, "lr": 0.0, "memory": 5836, "data_time": 0.0251, "loss_rpn_cls": 0.01377, "loss_rpn_bbox": 0.04019, "loss_cls": 0.14866, "acc": 94.41943, "loss_bbox": 0.19921, "loss_mask": 0.20393, "loss": 0.60576, "time": 1.00752}
{"mode": "train", "epoch": 12, "iter": 1500, "lr": 0.0, "memory": 5836, "data_time": 0.02348, "loss_rpn_cls": 0.01447, "loss_rpn_bbox": 0.03636, "loss_cls": 0.14537, "acc": 94.53223, "loss_bbox": 0.19331, "loss_mask": 0.21095, "loss": 0.60047, "time": 0.97166}
{"mode": "train", "epoch": 12, "iter": 1550, "lr": 0.0, "memory": 5836, "data_time": 0.03034, "loss_rpn_cls": 0.01444, "loss_rpn_bbox": 0.03846, "loss_cls": 0.14019, "acc": 94.76904, "loss_bbox": 0.19261, "loss_mask": 0.20281, "loss": 0.5885, "time": 1.02239}
{"mode": "train", "epoch": 12, "iter": 1600, "lr": 0.0, "memory": 5836, "data_time": 0.03346, "loss_rpn_cls": 0.01393, "loss_rpn_bbox": 0.03657, "loss_cls": 0.13946, "acc": 94.73267, "loss_bbox": 0.19053, "loss_mask": 0.20591, "loss": 0.5864, "time": 0.97987}
{"mode": "train", "epoch": 12, "iter": 1650, "lr": 0.0, "memory": 5836, "data_time": 0.03059, "loss_rpn_cls": 0.0149, "loss_rpn_bbox": 0.03677, "loss_cls": 0.15247, "acc": 94.26221, "loss_bbox": 0.20086, "loss_mask": 0.21075, "loss": 0.61575, "time": 1.02778}
{"mode": "train", "epoch": 12, "iter": 1700, "lr": 0.0, "memory": 5836, "data_time": 0.02844, "loss_rpn_cls": 0.01474, "loss_rpn_bbox": 0.03636, "loss_cls": 0.14509, "acc": 94.52734, "loss_bbox": 0.1948, "loss_mask": 0.2068, "loss": 0.59778, "time": 0.98609}
{"mode": "train", "epoch": 12, "iter": 1750, "lr": 0.0, "memory": 5836, "data_time": 0.02662, "loss_rpn_cls": 0.01453, "loss_rpn_bbox": 0.03961, "loss_cls": 0.14869, "acc": 94.34009, "loss_bbox": 0.20395, "loss_mask": 0.21157, "loss": 0.61835, "time": 0.98219}
{"mode": "train", "epoch": 12, "iter": 1800, "lr": 0.0, "memory": 5836, "data_time": 0.025, "loss_rpn_cls": 0.01419, "loss_rpn_bbox": 0.03794, "loss_cls": 0.14776, "acc": 94.49316, "loss_bbox": 0.1965, "loss_mask": 0.20928, "loss": 0.60567, "time": 0.97473}
{"mode": "train", "epoch": 12, "iter": 1850, "lr": 0.0, "memory": 5836, "data_time": 0.03101, "loss_rpn_cls": 0.01319, "loss_rpn_bbox": 0.03761, "loss_cls": 0.14548, "acc": 94.44165, "loss_bbox": 0.1999, "loss_mask": 0.2065, "loss": 0.60269, "time": 1.00665}
{"mode": "train", "epoch": 12, "iter": 1900, "lr": 0.0, "memory": 5836, "data_time": 0.02743, "loss_rpn_cls": 0.0155, "loss_rpn_bbox": 0.03936, "loss_cls": 0.15453, "acc": 94.17725, "loss_bbox": 0.20372, "loss_mask": 0.20992, "loss": 0.62303, "time": 0.97144}
{"mode": "train", "epoch": 12, "iter": 1950, "lr": 0.0, "memory": 5836, "data_time": 0.0242, "loss_rpn_cls": 0.01552, "loss_rpn_bbox": 0.04094, "loss_cls": 0.15103, "acc": 94.33105, "loss_bbox": 0.20321, "loss_mask": 0.21363, "loss": 0.62433, "time": 0.98589}
{"mode": "train", "epoch": 12, "iter": 2000, "lr": 0.0, "memory": 5836, "data_time": 0.02758, "loss_rpn_cls": 0.01365, "loss_rpn_bbox": 0.03831, "loss_cls": 0.14647, "acc": 94.52466, "loss_bbox": 0.19617, "loss_mask": 0.20966, "loss": 0.60427, "time": 0.97857}
{"mode": "train", "epoch": 12, "iter": 2050, "lr": 0.0, "memory": 5836, "data_time": 0.02552, "loss_rpn_cls": 0.01438, "loss_rpn_bbox": 0.04057, "loss_cls": 0.15299, "acc": 94.29346, "loss_bbox": 0.20537, "loss_mask": 0.21019, "loss": 0.62349, "time": 0.92156}
{"mode": "train", "epoch": 12, "iter": 2100, "lr": 0.0, "memory": 5836, "data_time": 0.02624, "loss_rpn_cls": 0.01429, "loss_rpn_bbox": 0.03876, "loss_cls": 0.15099, "acc": 94.27026, "loss_bbox": 0.20633, "loss_mask": 0.21085, "loss": 0.62122, "time": 0.97735}
{"mode": "train", "epoch": 12, "iter": 2150, "lr": 0.0, "memory": 5836, "data_time": 0.02512, "loss_rpn_cls": 0.01376, "loss_rpn_bbox": 0.03836, "loss_cls": 0.14195, "acc": 94.64453, "loss_bbox": 0.19858, "loss_mask": 0.2054, "loss": 0.59805, "time": 0.94524}
{"mode": "train", "epoch": 12, "iter": 2200, "lr": 0.0, "memory": 5836, "data_time": 0.02948, "loss_rpn_cls": 0.01454, "loss_rpn_bbox": 0.03901, "loss_cls": 0.14596, "acc": 94.47778, "loss_bbox": 0.19933, "loss_mask": 0.20635, "loss": 0.60518, "time": 0.99054}
{"mode": "train", "epoch": 12, "iter": 2250, "lr": 0.0, "memory": 5836, "data_time": 0.03028, "loss_rpn_cls": 0.01402, "loss_rpn_bbox": 0.0394, "loss_cls": 0.15168, "acc": 94.23218, "loss_bbox": 0.20573, "loss_mask": 0.21203, "loss": 0.62285, "time": 0.97263}
{"mode": "train", "epoch": 12, "iter": 2300, "lr": 0.0, "memory": 5836, "data_time": 0.02481, "loss_rpn_cls": 0.01399, "loss_rpn_bbox": 0.038, "loss_cls": 0.14224, "acc": 94.56299, "loss_bbox": 0.19372, "loss_mask": 0.20635, "loss": 0.59431, "time": 0.96219}
{"mode": "train", "epoch": 12, "iter": 2350, "lr": 0.0, "memory": 5836, "data_time": 0.02751, "loss_rpn_cls": 0.01361, "loss_rpn_bbox": 0.03802, "loss_cls": 0.13902, "acc": 94.7439, "loss_bbox": 0.19413, "loss_mask": 0.2053, "loss": 0.59008, "time": 0.98556}
{"mode": "train", "epoch": 12, "iter": 2400, "lr": 0.0, "memory": 5836, "data_time": 0.02668, "loss_rpn_cls": 0.01365, "loss_rpn_bbox": 0.03511, "loss_cls": 0.14555, "acc": 94.51074, "loss_bbox": 0.19946, "loss_mask": 0.21076, "loss": 0.60452, "time": 0.95324}
{"mode": "train", "epoch": 12, "iter": 2450, "lr": 0.0, "memory": 5836, "data_time": 0.02482, "loss_rpn_cls": 0.01512, "loss_rpn_bbox": 0.04195, "loss_cls": 0.15909, "acc": 93.98389, "loss_bbox": 0.21536, "loss_mask": 0.21691, "loss": 0.64843, "time": 0.96466}
{"mode": "train", "epoch": 12, "iter": 2500, "lr": 0.0, "memory": 5836, "data_time": 0.02678, "loss_rpn_cls": 0.01491, "loss_rpn_bbox": 0.03993, "loss_cls": 0.14905, "acc": 94.36182, "loss_bbox": 0.19853, "loss_mask": 0.21399, "loss": 0.61641, "time": 0.95136}
{"mode": "train", "epoch": 12, "iter": 2550, "lr": 0.0, "memory": 5836, "data_time": 0.0319, "loss_rpn_cls": 0.01333, "loss_rpn_bbox": 0.03848, "loss_cls": 0.14856, "acc": 94.36255, "loss_bbox": 0.20157, "loss_mask": 0.21417, "loss": 0.61611, "time": 0.98427}
{"mode": "train", "epoch": 12, "iter": 2600, "lr": 0.0, "memory": 5836, "data_time": 0.02578, "loss_rpn_cls": 0.01519, "loss_rpn_bbox": 0.03963, "loss_cls": 0.14909, "acc": 94.42603, "loss_bbox": 0.19933, "loss_mask": 0.20782, "loss": 0.61105, "time": 0.93871}
{"mode": "train", "epoch": 12, "iter": 2650, "lr": 0.0, "memory": 5836, "data_time": 0.02659, "loss_rpn_cls": 0.0147, "loss_rpn_bbox": 0.04072, "loss_cls": 0.15398, "acc": 94.18921, "loss_bbox": 0.2121, "loss_mask": 0.21151, "loss": 0.63301, "time": 0.94972}
{"mode": "train", "epoch": 12, "iter": 2700, "lr": 0.0, "memory": 5836, "data_time": 0.02654, "loss_rpn_cls": 0.01353, "loss_rpn_bbox": 0.03808, "loss_cls": 0.14697, "acc": 94.46753, "loss_bbox": 0.20014, "loss_mask": 0.2074, "loss": 0.60612, "time": 0.92938}
{"mode": "train", "epoch": 12, "iter": 2750, "lr": 0.0, "memory": 5836, "data_time": 0.03697, "loss_rpn_cls": 0.01392, "loss_rpn_bbox": 0.03829, "loss_cls": 0.14449, "acc": 94.5271, "loss_bbox": 0.19709, "loss_mask": 0.20481, "loss": 0.5986, "time": 0.94211}
{"mode": "train", "epoch": 12, "iter": 2800, "lr": 0.0, "memory": 5836, "data_time": 0.03289, "loss_rpn_cls": 0.01419, "loss_rpn_bbox": 0.03968, "loss_cls": 0.15141, "acc": 94.35693, "loss_bbox": 0.20292, "loss_mask": 0.21483, "loss": 0.62302, "time": 0.97638}
{"mode": "train", "epoch": 12, "iter": 2850, "lr": 0.0, "memory": 5836, "data_time": 0.02842, "loss_rpn_cls": 0.01629, "loss_rpn_bbox": 0.04178, "loss_cls": 0.15547, "acc": 94.10083, "loss_bbox": 0.20744, "loss_mask": 0.21554, "loss": 0.63651, "time": 0.97818}
{"mode": "train", "epoch": 12, "iter": 2900, "lr": 0.0, "memory": 5836, "data_time": 0.02641, "loss_rpn_cls": 0.01474, "loss_rpn_bbox": 0.04086, "loss_cls": 0.14641, "acc": 94.43579, "loss_bbox": 0.20175, "loss_mask": 0.21065, "loss": 0.61442, "time": 0.95239}
{"mode": "train", "epoch": 12, "iter": 2950, "lr": 0.0, "memory": 5836, "data_time": 0.02986, "loss_rpn_cls": 0.01394, "loss_rpn_bbox": 0.03771, "loss_cls": 0.14669, "acc": 94.53638, "loss_bbox": 0.19642, "loss_mask": 0.21076, "loss": 0.60553, "time": 0.93574}
{"mode": "train", "epoch": 12, "iter": 3000, "lr": 0.0, "memory": 5836, "data_time": 0.03031, "loss_rpn_cls": 0.01409, "loss_rpn_bbox": 0.03782, "loss_cls": 0.14527, "acc": 94.59839, "loss_bbox": 0.19282, "loss_mask": 0.20519, "loss": 0.59519, "time": 0.97075}
{"mode": "train", "epoch": 12, "iter": 3050, "lr": 0.0, "memory": 5836, "data_time": 0.03183, "loss_rpn_cls": 0.0143, "loss_rpn_bbox": 0.04152, "loss_cls": 0.15575, "acc": 94.18506, "loss_bbox": 0.20894, "loss_mask": 0.21383, "loss": 0.63434, "time": 1.00906}
{"mode": "train", "epoch": 12, "iter": 3100, "lr": 0.0, "memory": 5836, "data_time": 0.02827, "loss_rpn_cls": 0.01456, "loss_rpn_bbox": 0.03774, "loss_cls": 0.14897, "acc": 94.4668, "loss_bbox": 0.20128, "loss_mask": 0.21381, "loss": 0.61635, "time": 0.96192}
{"mode": "train", "epoch": 12, "iter": 3150, "lr": 0.0, "memory": 5836, "data_time": 0.02986, "loss_rpn_cls": 0.01595, "loss_rpn_bbox": 0.04217, "loss_cls": 0.15461, "acc": 94.24902, "loss_bbox": 0.20759, "loss_mask": 0.21377, "loss": 0.63409, "time": 0.93513}
{"mode": "train", "epoch": 12, "iter": 3200, "lr": 0.0, "memory": 5836, "data_time": 0.02647, "loss_rpn_cls": 0.01381, "loss_rpn_bbox": 0.03969, "loss_cls": 0.14552, "acc": 94.54028, "loss_bbox": 0.2024, "loss_mask": 0.21328, "loss": 0.6147, "time": 0.97439}
{"mode": "train", "epoch": 12, "iter": 3250, "lr": 0.0, "memory": 5836, "data_time": 0.03897, "loss_rpn_cls": 0.0161, "loss_rpn_bbox": 0.04022, "loss_cls": 0.15439, "acc": 94.15723, "loss_bbox": 0.20479, "loss_mask": 0.21394, "loss": 0.62943, "time": 0.98002}
{"mode": "train", "epoch": 12, "iter": 3300, "lr": 0.0, "memory": 5836, "data_time": 0.03393, "loss_rpn_cls": 0.01457, "loss_rpn_bbox": 0.04087, "loss_cls": 0.15739, "acc": 94.00415, "loss_bbox": 0.21274, "loss_mask": 0.21745, "loss": 0.64301, "time": 0.96779}
{"mode": "train", "epoch": 12, "iter": 3350, "lr": 0.0, "memory": 5836, "data_time": 0.02598, "loss_rpn_cls": 0.01474, "loss_rpn_bbox": 0.03839, "loss_cls": 0.14444, "acc": 94.53906, "loss_bbox": 0.19575, "loss_mask": 0.21029, "loss": 0.60361, "time": 0.9586}
{"mode": "train", "epoch": 12, "iter": 3400, "lr": 0.0, "memory": 5836, "data_time": 0.03151, "loss_rpn_cls": 0.01431, "loss_rpn_bbox": 0.03929, "loss_cls": 0.14764, "acc": 94.3479, "loss_bbox": 0.20798, "loss_mask": 0.21403, "loss": 0.62325, "time": 0.9727}
{"mode": "train", "epoch": 12, "iter": 3450, "lr": 0.0, "memory": 5836, "data_time": 0.02486, "loss_rpn_cls": 0.01365, "loss_rpn_bbox": 0.03699, "loss_cls": 0.14405, "acc": 94.50562, "loss_bbox": 0.19345, "loss_mask": 0.20551, "loss": 0.59366, "time": 0.96737}
{"mode": "train", "epoch": 12, "iter": 3500, "lr": 0.0, "memory": 5836, "data_time": 0.02572, "loss_rpn_cls": 0.01382, "loss_rpn_bbox": 0.0389, "loss_cls": 0.14778, "acc": 94.41406, "loss_bbox": 0.20084, "loss_mask": 0.20616, "loss": 0.6075, "time": 0.94968}
{"mode": "train", "epoch": 12, "iter": 3550, "lr": 0.0, "memory": 5836, "data_time": 0.02574, "loss_rpn_cls": 0.01497, "loss_rpn_bbox": 0.03888, "loss_cls": 0.1484, "acc": 94.36304, "loss_bbox": 0.20413, "loss_mask": 0.2089, "loss": 0.61528, "time": 0.94342}
{"mode": "train", "epoch": 12, "iter": 3600, "lr": 0.0, "memory": 5836, "data_time": 0.02703, "loss_rpn_cls": 0.01474, "loss_rpn_bbox": 0.03899, "loss_cls": 0.14099, "acc": 94.70801, "loss_bbox": 0.19515, "loss_mask": 0.2081, "loss": 0.59797, "time": 0.97525}
{"mode": "train", "epoch": 12, "iter": 3650, "lr": 0.0, "memory": 5836, "data_time": 0.02326, "loss_rpn_cls": 0.0127, "loss_rpn_bbox": 0.0367, "loss_cls": 0.13939, "acc": 94.68213, "loss_bbox": 0.19344, "loss_mask": 0.21077, "loss": 0.593, "time": 0.95545}
{"mode": "train", "epoch": 12, "iter": 3700, "lr": 0.0, "memory": 5836, "data_time": 0.03015, "loss_rpn_cls": 0.01338, "loss_rpn_bbox": 0.03855, "loss_cls": 0.15022, "acc": 94.28784, "loss_bbox": 0.20681, "loss_mask": 0.21317, "loss": 0.62214, "time": 1.02504}
{"mode": "train", "epoch": 12, "iter": 3750, "lr": 0.0, "memory": 5836, "data_time": 0.02267, "loss_rpn_cls": 0.01449, "loss_rpn_bbox": 0.03783, "loss_cls": 0.14446, "acc": 94.52832, "loss_bbox": 0.19173, "loss_mask": 0.20512, "loss": 0.59364, "time": 0.92568}
{"mode": "train", "epoch": 12, "iter": 3800, "lr": 0.0, "memory": 5836, "data_time": 0.02544, "loss_rpn_cls": 0.01585, "loss_rpn_bbox": 0.03906, "loss_cls": 0.15097, "acc": 94.3125, "loss_bbox": 0.20325, "loss_mask": 0.21232, "loss": 0.62146, "time": 0.96867}
{"mode": "train", "epoch": 12, "iter": 3850, "lr": 0.0, "memory": 5836, "data_time": 0.03411, "loss_rpn_cls": 0.01456, "loss_rpn_bbox": 0.03892, "loss_cls": 0.1456, "acc": 94.52026, "loss_bbox": 0.20181, "loss_mask": 0.20928, "loss": 0.61017, "time": 0.97276}
{"mode": "train", "epoch": 12, "iter": 3900, "lr": 0.0, "memory": 5836, "data_time": 0.02528, "loss_rpn_cls": 0.01552, "loss_rpn_bbox": 0.03961, "loss_cls": 0.15163, "acc": 94.2937, "loss_bbox": 0.20286, "loss_mask": 0.2097, "loss": 0.61933, "time": 0.98317}
{"mode": "train", "epoch": 12, "iter": 3950, "lr": 0.0, "memory": 5836, "data_time": 0.02957, "loss_rpn_cls": 0.01249, "loss_rpn_bbox": 0.03468, "loss_cls": 0.14076, "acc": 94.65869, "loss_bbox": 0.19114, "loss_mask": 0.20295, "loss": 0.58202, "time": 0.92057}
{"mode": "train", "epoch": 12, "iter": 4000, "lr": 0.0, "memory": 5836, "data_time": 0.02976, "loss_rpn_cls": 0.01422, "loss_rpn_bbox": 0.03898, "loss_cls": 0.15288, "acc": 94.2561, "loss_bbox": 0.20626, "loss_mask": 0.21374, "loss": 0.62609, "time": 0.91907}
{"mode": "train", "epoch": 12, "iter": 4050, "lr": 0.0, "memory": 5836, "data_time": 0.0319, "loss_rpn_cls": 0.0143, "loss_rpn_bbox": 0.03996, "loss_cls": 0.15634, "acc": 94.0564, "loss_bbox": 0.20999, "loss_mask": 0.21509, "loss": 0.63568, "time": 0.94221}
{"mode": "train", "epoch": 12, "iter": 4100, "lr": 0.0, "memory": 5836, "data_time": 0.02879, "loss_rpn_cls": 0.01522, "loss_rpn_bbox": 0.03928, "loss_cls": 0.14652, "acc": 94.46753, "loss_bbox": 0.19783, "loss_mask": 0.20842, "loss": 0.60728, "time": 0.96492}
{"mode": "train", "epoch": 12, "iter": 4150, "lr": 0.0, "memory": 5836, "data_time": 0.0247, "loss_rpn_cls": 0.01514, "loss_rpn_bbox": 0.03727, "loss_cls": 0.14218, "acc": 94.6145, "loss_bbox": 0.19786, "loss_mask": 0.20941, "loss": 0.60186, "time": 0.93496}
{"mode": "train", "epoch": 12, "iter": 4200, "lr": 0.0, "memory": 5836, "data_time": 0.02716, "loss_rpn_cls": 0.01369, "loss_rpn_bbox": 0.03924, "loss_cls": 0.1533, "acc": 94.35254, "loss_bbox": 0.20351, "loss_mask": 0.2053, "loss": 0.61504, "time": 0.99748}
{"mode": "train", "epoch": 12, "iter": 4250, "lr": 0.0, "memory": 5836, "data_time": 0.03104, "loss_rpn_cls": 0.01448, "loss_rpn_bbox": 0.0386, "loss_cls": 0.15108, "acc": 94.25122, "loss_bbox": 0.20489, "loss_mask": 0.20962, "loss": 0.61868, "time": 1.02605}
{"mode": "train", "epoch": 12, "iter": 4300, "lr": 0.0, "memory": 5836, "data_time": 0.03333, "loss_rpn_cls": 0.01451, "loss_rpn_bbox": 0.03722, "loss_cls": 0.14928, "acc": 94.354, "loss_bbox": 0.20202, "loss_mask": 0.20767, "loss": 0.61069, "time": 0.93373}
{"mode": "train", "epoch": 12, "iter": 4350, "lr": 0.0, "memory": 5836, "data_time": 0.0286, "loss_rpn_cls": 0.01551, "loss_rpn_bbox": 0.03862, "loss_cls": 0.14951, "acc": 94.46997, "loss_bbox": 0.2004, "loss_mask": 0.20876, "loss": 0.6128, "time": 0.96037}
{"mode": "train", "epoch": 12, "iter": 4400, "lr": 0.0, "memory": 5836, "data_time": 0.02409, "loss_rpn_cls": 0.01576, "loss_rpn_bbox": 0.0383, "loss_cls": 0.14818, "acc": 94.3772, "loss_bbox": 0.19946, "loss_mask": 0.21045, "loss": 0.61215, "time": 0.96692}
{"mode": "train", "epoch": 12, "iter": 4450, "lr": 0.0, "memory": 5836, "data_time": 0.02433, "loss_rpn_cls": 0.0141, "loss_rpn_bbox": 0.03804, "loss_cls": 0.15197, "acc": 94.23218, "loss_bbox": 0.20794, "loss_mask": 0.2117, "loss": 0.62375, "time": 0.9174}
{"mode": "train", "epoch": 12, "iter": 4500, "lr": 0.0, "memory": 5836, "data_time": 0.027, "loss_rpn_cls": 0.0167, "loss_rpn_bbox": 0.03858, "loss_cls": 0.15436, "acc": 94.20435, "loss_bbox": 0.20905, "loss_mask": 0.21232, "loss": 0.63101, "time": 0.9451}
{"mode": "train", "epoch": 12, "iter": 4550, "lr": 0.0, "memory": 5836, "data_time": 0.02641, "loss_rpn_cls": 0.01509, "loss_rpn_bbox": 0.03619, "loss_cls": 0.14445, "acc": 94.60229, "loss_bbox": 0.19514, "loss_mask": 0.20802, "loss": 0.5989, "time": 0.98873}
{"mode": "train", "epoch": 12, "iter": 4600, "lr": 0.0, "memory": 5836, "data_time": 0.03052, "loss_rpn_cls": 0.01502, "loss_rpn_bbox": 0.03829, "loss_cls": 0.15408, "acc": 94.12305, "loss_bbox": 0.20383, "loss_mask": 0.20866, "loss": 0.61987, "time": 0.92245}
{"mode": "train", "epoch": 12, "iter": 4650, "lr": 0.0, "memory": 5836, "data_time": 0.02923, "loss_rpn_cls": 0.01428, "loss_rpn_bbox": 0.03679, "loss_cls": 0.14224, "acc": 94.65527, "loss_bbox": 0.1917, "loss_mask": 0.20319, "loss": 0.5882, "time": 0.95991}
{"mode": "train", "epoch": 12, "iter": 4700, "lr": 0.0, "memory": 5836, "data_time": 0.02687, "loss_rpn_cls": 0.01437, "loss_rpn_bbox": 0.03644, "loss_cls": 0.14746, "acc": 94.42847, "loss_bbox": 0.20034, "loss_mask": 0.20526, "loss": 0.60388, "time": 0.94939}
{"mode": "train", "epoch": 12, "iter": 4750, "lr": 0.0, "memory": 5836, "data_time": 0.02675, "loss_rpn_cls": 0.01553, "loss_rpn_bbox": 0.03898, "loss_cls": 0.15052, "acc": 94.33276, "loss_bbox": 0.20166, "loss_mask": 0.20882, "loss": 0.6155, "time": 0.97474}
{"mode": "train", "epoch": 12, "iter": 4800, "lr": 0.0, "memory": 5836, "data_time": 0.02089, "loss_rpn_cls": 0.0155, "loss_rpn_bbox": 0.03767, "loss_cls": 0.14957, "acc": 94.35986, "loss_bbox": 0.20328, "loss_mask": 0.20904, "loss": 0.61505, "time": 0.97033}
{"mode": "train", "epoch": 12, "iter": 4850, "lr": 0.0, "memory": 5836, "data_time": 0.03028, "loss_rpn_cls": 0.01453, "loss_rpn_bbox": 0.04068, "loss_cls": 0.15344, "acc": 94.23413, "loss_bbox": 0.20652, "loss_mask": 0.21175, "loss": 0.62691, "time": 0.97161}
{"mode": "train", "epoch": 12, "iter": 4900, "lr": 0.0, "memory": 5836, "data_time": 0.02377, "loss_rpn_cls": 0.01443, "loss_rpn_bbox": 0.03895, "loss_cls": 0.15015, "acc": 94.29712, "loss_bbox": 0.20416, "loss_mask": 0.20838, "loss": 0.61608, "time": 0.94173}
{"mode": "train", "epoch": 12, "iter": 4950, "lr": 0.0, "memory": 5836, "data_time": 0.03282, "loss_rpn_cls": 0.01551, "loss_rpn_bbox": 0.03833, "loss_cls": 0.14738, "acc": 94.41504, "loss_bbox": 0.19931, "loss_mask": 0.20694, "loss": 0.60748, "time": 0.94924}
{"mode": "train", "epoch": 12, "iter": 5000, "lr": 0.0, "memory": 5836, "data_time": 0.02685, "loss_rpn_cls": 0.01571, "loss_rpn_bbox": 0.03822, "loss_cls": 0.15055, "acc": 94.28247, "loss_bbox": 0.20342, "loss_mask": 0.2092, "loss": 0.61711, "time": 0.95665}
{"mode": "train", "epoch": 12, "iter": 5050, "lr": 0.0, "memory": 5836, "data_time": 0.03404, "loss_rpn_cls": 0.01543, "loss_rpn_bbox": 0.03891, "loss_cls": 0.15503, "acc": 94.14478, "loss_bbox": 0.21059, "loss_mask": 0.21353, "loss": 0.63349, "time": 0.95358}
{"mode": "train", "epoch": 12, "iter": 5100, "lr": 0.0, "memory": 5836, "data_time": 0.02753, "loss_rpn_cls": 0.01428, "loss_rpn_bbox": 0.03672, "loss_cls": 0.14788, "acc": 94.41724, "loss_bbox": 0.20001, "loss_mask": 0.20642, "loss": 0.60531, "time": 0.96409}
{"mode": "train", "epoch": 12, "iter": 5150, "lr": 0.0, "memory": 5836, "data_time": 0.02825, "loss_rpn_cls": 0.01523, "loss_rpn_bbox": 0.03773, "loss_cls": 0.14601, "acc": 94.48145, "loss_bbox": 0.19969, "loss_mask": 0.20865, "loss": 0.60732, "time": 0.94787}
{"mode": "train", "epoch": 12, "iter": 5200, "lr": 0.0, "memory": 5836, "data_time": 0.02635, "loss_rpn_cls": 0.01523, "loss_rpn_bbox": 0.03924, "loss_cls": 0.14542, "acc": 94.44043, "loss_bbox": 0.19744, "loss_mask": 0.2085, "loss": 0.60583, "time": 0.97817}
{"mode": "train", "epoch": 12, "iter": 5250, "lr": 0.0, "memory": 5836, "data_time": 0.02194, "loss_rpn_cls": 0.01415, "loss_rpn_bbox": 0.03824, "loss_cls": 0.15356, "acc": 94.24902, "loss_bbox": 0.20527, "loss_mask": 0.21002, "loss": 0.62123, "time": 0.97759}
{"mode": "train", "epoch": 12, "iter": 5300, "lr": 0.0, "memory": 5836, "data_time": 0.02721, "loss_rpn_cls": 0.01454, "loss_rpn_bbox": 0.04032, "loss_cls": 0.14891, "acc": 94.42188, "loss_bbox": 0.20552, "loss_mask": 0.21091, "loss": 0.6202, "time": 0.93415}
{"mode": "train", "epoch": 12, "iter": 5350, "lr": 0.0, "memory": 5836, "data_time": 0.02691, "loss_rpn_cls": 0.01528, "loss_rpn_bbox": 0.03902, "loss_cls": 0.15275, "acc": 94.1897, "loss_bbox": 0.20658, "loss_mask": 0.21133, "loss": 0.62495, "time": 0.97749}
{"mode": "train", "epoch": 12, "iter": 5400, "lr": 0.0, "memory": 5836, "data_time": 0.03066, "loss_rpn_cls": 0.01527, "loss_rpn_bbox": 0.04069, "loss_cls": 0.1558, "acc": 94.10864, "loss_bbox": 0.2113, "loss_mask": 0.21516, "loss": 0.63822, "time": 0.9982}
{"mode": "train", "epoch": 12, "iter": 5450, "lr": 0.0, "memory": 5836, "data_time": 0.02396, "loss_rpn_cls": 0.0146, "loss_rpn_bbox": 0.03799, "loss_cls": 0.14697, "acc": 94.36646, "loss_bbox": 0.20515, "loss_mask": 0.20942, "loss": 0.61413, "time": 0.96116}
{"mode": "train", "epoch": 12, "iter": 5500, "lr": 0.0, "memory": 5836, "data_time": 0.02691, "loss_rpn_cls": 0.01479, "loss_rpn_bbox": 0.03714, "loss_cls": 0.15011, "acc": 94.26025, "loss_bbox": 0.20182, "loss_mask": 0.21048, "loss": 0.61434, "time": 0.94681}
{"mode": "train", "epoch": 12, "iter": 5550, "lr": 0.0, "memory": 5836, "data_time": 0.02666, "loss_rpn_cls": 0.01551, "loss_rpn_bbox": 0.04121, "loss_cls": 0.15283, "acc": 94.26636, "loss_bbox": 0.20375, "loss_mask": 0.20857, "loss": 0.62188, "time": 0.93631}
{"mode": "train", "epoch": 12, "iter": 5600, "lr": 0.0, "memory": 5836, "data_time": 0.02759, "loss_rpn_cls": 0.01505, "loss_rpn_bbox": 0.03909, "loss_cls": 0.14453, "acc": 94.60205, "loss_bbox": 0.19641, "loss_mask": 0.20768, "loss": 0.60276, "time": 0.98741}
{"mode": "train", "epoch": 12, "iter": 5650, "lr": 0.0, "memory": 5836, "data_time": 0.02496, "loss_rpn_cls": 0.015, "loss_rpn_bbox": 0.03859, "loss_cls": 0.14686, "acc": 94.50464, "loss_bbox": 0.19844, "loss_mask": 0.20578, "loss": 0.60468, "time": 0.95069}
{"mode": "train", "epoch": 12, "iter": 5700, "lr": 0.0, "memory": 5836, "data_time": 0.02542, "loss_rpn_cls": 0.0142, "loss_rpn_bbox": 0.03626, "loss_cls": 0.14526, "acc": 94.50928, "loss_bbox": 0.19782, "loss_mask": 0.20942, "loss": 0.60295, "time": 0.99526}
{"mode": "train", "epoch": 12, "iter": 5750, "lr": 0.0, "memory": 5836, "data_time": 0.02706, "loss_rpn_cls": 0.01396, "loss_rpn_bbox": 0.0374, "loss_cls": 0.14734, "acc": 94.45996, "loss_bbox": 0.19739, "loss_mask": 0.21039, "loss": 0.60647, "time": 0.9399}
{"mode": "train", "epoch": 12, "iter": 5800, "lr": 0.0, "memory": 5836, "data_time": 0.02304, "loss_rpn_cls": 0.01371, "loss_rpn_bbox": 0.0378, "loss_cls": 0.1486, "acc": 94.40918, "loss_bbox": 0.20264, "loss_mask": 0.21074, "loss": 0.61348, "time": 0.98164}
{"mode": "train", "epoch": 12, "iter": 5850, "lr": 0.0, "memory": 5836, "data_time": 0.02794, "loss_rpn_cls": 0.01559, "loss_rpn_bbox": 0.03977, "loss_cls": 0.14883, "acc": 94.36401, "loss_bbox": 0.20023, "loss_mask": 0.20751, "loss": 0.61194, "time": 0.99776}
{"mode": "train", "epoch": 12, "iter": 5900, "lr": 0.0, "memory": 5836, "data_time": 0.02669, "loss_rpn_cls": 0.01333, "loss_rpn_bbox": 0.03824, "loss_cls": 0.14897, "acc": 94.3457, "loss_bbox": 0.2038, "loss_mask": 0.21019, "loss": 0.61453, "time": 0.93434}
{"mode": "train", "epoch": 12, "iter": 5950, "lr": 0.0, "memory": 5836, "data_time": 0.02752, "loss_rpn_cls": 0.013, "loss_rpn_bbox": 0.03591, "loss_cls": 0.14405, "acc": 94.552, "loss_bbox": 0.19523, "loss_mask": 0.20699, "loss": 0.59518, "time": 0.93283}
{"mode": "train", "epoch": 12, "iter": 6000, "lr": 0.0, "memory": 5836, "data_time": 0.02336, "loss_rpn_cls": 0.01416, "loss_rpn_bbox": 0.03664, "loss_cls": 0.1424, "acc": 94.62231, "loss_bbox": 0.19463, "loss_mask": 0.20657, "loss": 0.5944, "time": 0.9358}
{"mode": "train", "epoch": 12, "iter": 6050, "lr": 0.0, "memory": 5836, "data_time": 0.02566, "loss_rpn_cls": 0.01406, "loss_rpn_bbox": 0.03752, "loss_cls": 0.14654, "acc": 94.47266, "loss_bbox": 0.19819, "loss_mask": 0.20851, "loss": 0.60481, "time": 0.95815}
{"mode": "train", "epoch": 12, "iter": 6100, "lr": 0.0, "memory": 5836, "data_time": 0.02735, "loss_rpn_cls": 0.0142, "loss_rpn_bbox": 0.0401, "loss_cls": 0.14931, "acc": 94.33716, "loss_bbox": 0.20673, "loss_mask": 0.2109, "loss": 0.62125, "time": 0.98271}
{"mode": "train", "epoch": 12, "iter": 6150, "lr": 0.0, "memory": 5836, "data_time": 0.02532, "loss_rpn_cls": 0.01383, "loss_rpn_bbox": 0.03718, "loss_cls": 0.14063, "acc": 94.66431, "loss_bbox": 0.19317, "loss_mask": 0.20558, "loss": 0.5904, "time": 0.94203}
{"mode": "train", "epoch": 12, "iter": 6200, "lr": 0.0, "memory": 5836, "data_time": 0.02498, "loss_rpn_cls": 0.01452, "loss_rpn_bbox": 0.03837, "loss_cls": 0.14712, "acc": 94.47021, "loss_bbox": 0.19593, "loss_mask": 0.20638, "loss": 0.60233, "time": 0.93054}
{"mode": "train", "epoch": 12, "iter": 6250, "lr": 0.0, "memory": 5836, "data_time": 0.02834, "loss_rpn_cls": 0.01454, "loss_rpn_bbox": 0.03848, "loss_cls": 0.15038, "acc": 94.32275, "loss_bbox": 0.20223, "loss_mask": 0.20911, "loss": 0.61475, "time": 0.93153}
{"mode": "train", "epoch": 12, "iter": 6300, "lr": 0.0, "memory": 5836, "data_time": 0.02879, "loss_rpn_cls": 0.01484, "loss_rpn_bbox": 0.04042, "loss_cls": 0.15122, "acc": 94.22534, "loss_bbox": 0.20852, "loss_mask": 0.21382, "loss": 0.62881, "time": 0.98477}
{"mode": "train", "epoch": 12, "iter": 6350, "lr": 0.0, "memory": 5836, "data_time": 0.02776, "loss_rpn_cls": 0.01422, "loss_rpn_bbox": 0.03832, "loss_cls": 0.14902, "acc": 94.34814, "loss_bbox": 0.20074, "loss_mask": 0.2081, "loss": 0.6104, "time": 0.94465}
{"mode": "train", "epoch": 12, "iter": 6400, "lr": 0.0, "memory": 5836, "data_time": 0.0386, "loss_rpn_cls": 0.01495, "loss_rpn_bbox": 0.04103, "loss_cls": 0.15309, "acc": 94.24072, "loss_bbox": 0.20619, "loss_mask": 0.20772, "loss": 0.62297, "time": 0.96333}
{"mode": "train", "epoch": 12, "iter": 6450, "lr": 0.0, "memory": 5836, "data_time": 0.02885, "loss_rpn_cls": 0.015, "loss_rpn_bbox": 0.03824, "loss_cls": 0.14943, "acc": 94.29907, "loss_bbox": 0.2063, "loss_mask": 0.21226, "loss": 0.62124, "time": 0.9501}
{"mode": "train", "epoch": 12, "iter": 6500, "lr": 0.0, "memory": 5836, "data_time": 0.02595, "loss_rpn_cls": 0.01534, "loss_rpn_bbox": 0.03917, "loss_cls": 0.14891, "acc": 94.37842, "loss_bbox": 0.19946, "loss_mask": 0.20766, "loss": 0.61055, "time": 0.97147}
{"mode": "train", "epoch": 12, "iter": 6550, "lr": 0.0, "memory": 5836, "data_time": 0.02686, "loss_rpn_cls": 0.01452, "loss_rpn_bbox": 0.03719, "loss_cls": 0.14836, "acc": 94.3938, "loss_bbox": 0.19825, "loss_mask": 0.20452, "loss": 0.60282, "time": 0.98011}
{"mode": "train", "epoch": 12, "iter": 6600, "lr": 0.0, "memory": 5836, "data_time": 0.03102, "loss_rpn_cls": 0.0141, "loss_rpn_bbox": 0.03891, "loss_cls": 0.15115, "acc": 94.24805, "loss_bbox": 0.20794, "loss_mask": 0.21261, "loss": 0.6247, "time": 0.98222}
{"mode": "train", "epoch": 12, "iter": 6650, "lr": 0.0, "memory": 5836, "data_time": 0.02639, "loss_rpn_cls": 0.01471, "loss_rpn_bbox": 0.03808, "loss_cls": 0.15, "acc": 94.35303, "loss_bbox": 0.19991, "loss_mask": 0.21162, "loss": 0.61431, "time": 0.93115}
{"mode": "train", "epoch": 12, "iter": 6700, "lr": 0.0, "memory": 5836, "data_time": 0.02427, "loss_rpn_cls": 0.01507, "loss_rpn_bbox": 0.03952, "loss_cls": 0.15363, "acc": 94.30713, "loss_bbox": 0.20459, "loss_mask": 0.21364, "loss": 0.62646, "time": 0.9632}
{"mode": "train", "epoch": 12, "iter": 6750, "lr": 0.0, "memory": 5836, "data_time": 0.02913, "loss_rpn_cls": 0.01465, "loss_rpn_bbox": 0.03939, "loss_cls": 0.14425, "acc": 94.51172, "loss_bbox": 0.19609, "loss_mask": 0.20999, "loss": 0.60438, "time": 0.93455}
{"mode": "train", "epoch": 12, "iter": 6800, "lr": 0.0, "memory": 5836, "data_time": 0.02835, "loss_rpn_cls": 0.01398, "loss_rpn_bbox": 0.03559, "loss_cls": 0.14392, "acc": 94.5979, "loss_bbox": 0.19518, "loss_mask": 0.20539, "loss": 0.59406, "time": 1.04781}
{"mode": "train", "epoch": 12, "iter": 6850, "lr": 0.0, "memory": 5836, "data_time": 0.02763, "loss_rpn_cls": 0.01384, "loss_rpn_bbox": 0.03826, "loss_cls": 0.14487, "acc": 94.5127, "loss_bbox": 0.19628, "loss_mask": 0.20573, "loss": 0.59898, "time": 0.94707}
{"mode": "train", "epoch": 12, "iter": 6900, "lr": 0.0, "memory": 5836, "data_time": 0.02324, "loss_rpn_cls": 0.01416, "loss_rpn_bbox": 0.03711, "loss_cls": 0.14889, "acc": 94.38989, "loss_bbox": 0.20071, "loss_mask": 0.20681, "loss": 0.60767, "time": 0.94746}
{"mode": "train", "epoch": 12, "iter": 6950, "lr": 0.0, "memory": 5836, "data_time": 0.02474, "loss_rpn_cls": 0.01514, "loss_rpn_bbox": 0.03938, "loss_cls": 0.15092, "acc": 94.3291, "loss_bbox": 0.2058, "loss_mask": 0.21042, "loss": 0.62165, "time": 0.96658}
{"mode": "train", "epoch": 12, "iter": 7000, "lr": 0.0, "memory": 5836, "data_time": 0.02717, "loss_rpn_cls": 0.01399, "loss_rpn_bbox": 0.03896, "loss_cls": 0.14448, "acc": 94.51758, "loss_bbox": 0.19873, "loss_mask": 0.21276, "loss": 0.60892, "time": 0.96131}
{"mode": "train", "epoch": 12, "iter": 7050, "lr": 0.0, "memory": 5836, "data_time": 0.02447, "loss_rpn_cls": 0.01429, "loss_rpn_bbox": 0.03721, "loss_cls": 0.14222, "acc": 94.65625, "loss_bbox": 0.18973, "loss_mask": 0.20157, "loss": 0.58503, "time": 0.92699}
{"mode": "train", "epoch": 12, "iter": 7100, "lr": 0.0, "memory": 5836, "data_time": 0.02912, "loss_rpn_cls": 0.01415, "loss_rpn_bbox": 0.03855, "loss_cls": 0.14799, "acc": 94.40942, "loss_bbox": 0.19986, "loss_mask": 0.21091, "loss": 0.61146, "time": 0.95964}
{"mode": "train", "epoch": 12, "iter": 7150, "lr": 0.0, "memory": 5836, "data_time": 0.02755, "loss_rpn_cls": 0.0137, "loss_rpn_bbox": 0.03756, "loss_cls": 0.14522, "acc": 94.45264, "loss_bbox": 0.19963, "loss_mask": 0.21048, "loss": 0.6066, "time": 0.93921}
{"mode": "train", "epoch": 12, "iter": 7200, "lr": 0.0, "memory": 5836, "data_time": 0.02388, "loss_rpn_cls": 0.01326, "loss_rpn_bbox": 0.03396, "loss_cls": 0.13696, "acc": 94.86646, "loss_bbox": 0.19086, "loss_mask": 0.20052, "loss": 0.57555, "time": 0.95856}
{"mode": "train", "epoch": 12, "iter": 7250, "lr": 0.0, "memory": 5836, "data_time": 0.0255, "loss_rpn_cls": 0.01517, "loss_rpn_bbox": 0.04043, "loss_cls": 0.15273, "acc": 94.30566, "loss_bbox": 0.20925, "loss_mask": 0.21531, "loss": 0.63289, "time": 0.93221}
{"mode": "train", "epoch": 12, "iter": 7300, "lr": 0.0, "memory": 5836, "data_time": 0.02622, "loss_rpn_cls": 0.01535, "loss_rpn_bbox": 0.03957, "loss_cls": 0.15505, "acc": 94.21997, "loss_bbox": 0.20709, "loss_mask": 0.2133, "loss": 0.63035, "time": 0.94598}
{"mode": "val", "epoch": 12, "iter": 625, "lr": 0.0, "bbox_mAP": 0.4066, "bbox_mAP_50": 0.624, "bbox_mAP_75": 0.4394, "bbox_mAP_s": 0.2434, "bbox_mAP_m": 0.4361, "bbox_mAP_l": 0.5407, "bbox_mAP_copypaste": "0.4066 0.6240 0.4394 0.2434 0.4361 0.5407", "segm_mAP": 0.3767, "segm_mAP_50": 0.595, "segm_mAP_75": 0.4037, "segm_mAP_s": 0.1809, "segm_mAP_m": 0.4016, "segm_mAP_l": 0.5522, "segm_mAP_copypaste": "0.3767 0.5950 0.4037 0.1809 0.4016 0.5522"}