{"env_info": "sys.platform: linux\nPython: 3.9.19 (main, May  6 2024, 19:43:03) [GCC 11.2.0]\nCUDA available: True\nGPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB\nCUDA_HOME: /mnt/petrelfs/share/cuda-11.7/\nNVCC: Cuda compilation tools, release 11.7, V11.7.99\nGCC: gcc (GCC) 7.3.0\nPyTorch: 1.12.0+cu113\nPyTorch compiling details: PyTorch built with:\n  - GCC 9.3\n  - C++ Version: 201402\n  - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications\n  - Intel(R) MKL-DNN v2.6.0 (Git Hash 52b5f107dd9cf10910aaa19cb47f3abf9b349815)\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: AVX2\n  - CUDA Runtime 11.3\n  - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86\n  - CuDNN 8.3.2  (built against CUDA 11.5)\n  - Magma 2.5.2\n  - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.3.2, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Werror=cast-function-type -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.12.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, \n\nTorchVision: 0.13.0+cu113\nOpenCV: 4.9.0\nMMCV: 1.7.0\nMMCV Compiler: GCC 7.3\nMMCV CUDA Compiler: 11.7\nMMDetection: 2.25.3+da84357", "config": "model = dict(\n    type='MaskRCNN',\n    backbone=dict(\n        type='PIIPFourBranch',\n        n_points=4,\n        deform_num_heads=16,\n        cffn_ratio=0.25,\n        deform_ratio=0.5,\n        with_cffn=True,\n        interact_attn_type='deform',\n        interaction_drop_path_rate=0.4,\n        branch1=dict(\n            real_size=448,\n            pretrain_img_size=224,\n            patch_size=16,\n            pretrain_patch_size=16,\n            depth=24,\n            embed_dim=1024,\n            num_heads=16,\n            mlp_ratio=4,\n            qkv_bias=True,\n            drop_path_rate=0.4,\n            init_scale=1,\n            with_fpn=False,\n            interaction_indexes=[[0, 1], [2, 3], [4, 5], [6, 7], [8, 9],\n                                 [10, 11], [12, 13], [14, 15], [16, 17],\n                                 [18, 19], [20, 21], [22, 23]],\n            pretrained='./pretrained/deit_3_large_224_21k.pth',\n            window_attn=[\n                True, True, True, True, True, True, True, True, True, True,\n                True, True, True, True, True, True, True, True, True, True,\n                True, True, True, True\n            ],\n            window_size=[\n                28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28,\n                28, 28, 28, 28, 28, 28, 28, 28\n            ],\n            use_flash_attn=True,\n            img_norm_cfg=dict(\n                mean=[127.5, 127.5, 127.5],\n                std=[127.5, 127.5, 127.5],\n                to_rgb=True)),\n        branch2=dict(\n            real_size=672,\n            pretrain_img_size=224,\n            patch_size=16,\n            pretrain_patch_size=16,\n            depth=12,\n            embed_dim=768,\n            num_heads=12,\n            mlp_ratio=4,\n            qkv_bias=True,\n            drop_path_rate=0.15,\n            init_scale=1,\n            with_fpn=False,\n            interaction_indexes=[[0, 0], [1, 1], [2, 2], [3, 3], [4, 4],\n                                 [5, 5], [6, 6], [7, 7], [8, 8], [9, 9],\n                                 [10, 10], [11, 11]],\n            pretrained='./pretrained/deit_3_base_224_21k.pth',\n            window_attn=[\n                True, True, True, True, True, True, True, True, True, True,\n                True, True\n            ],\n            window_size=[28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28],\n            use_flash_attn=True,\n            img_norm_cfg=dict(\n                mean=[127.5, 127.5, 127.5],\n                std=[127.5, 127.5, 127.5],\n                to_rgb=True)),\n        branch3=dict(\n            real_size=896,\n            pretrain_img_size=224,\n            patch_size=16,\n            pretrain_patch_size=16,\n            depth=12,\n            embed_dim=384,\n            num_heads=6,\n            mlp_ratio=4,\n            qkv_bias=True,\n            drop_path_rate=0.05,\n            init_scale=1,\n            with_fpn=False,\n            interaction_indexes=[[0, 0], [1, 1], [2, 2], [3, 3], [4, 4],\n                                 [5, 5], [6, 6], [7, 7], [8, 8], [9, 9],\n                                 [10, 10], [11, 11]],\n            pretrained='./pretrained/deit_3_small_224_21k.pth',\n            window_attn=[\n                True, True, True, True, True, True, True, True, True, True,\n                True, True\n            ],\n            window_size=[28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28],\n            use_flash_attn=True,\n            img_norm_cfg=dict(\n                mean=[127.5, 127.5, 127.5],\n                std=[127.5, 127.5, 127.5],\n                to_rgb=True)),\n        branch4=dict(\n            real_size=1344,\n            pretrain_img_size=224,\n            patch_size=16,\n            pretrain_patch_size=16,\n            depth=12,\n            embed_dim=192,\n            num_heads=3,\n            mlp_ratio=4,\n            qkv_bias=True,\n            drop_path_rate=0.05,\n            init_scale=1,\n            with_fpn=False,\n            interaction_indexes=[[0, 0], [1, 1], [2, 2], [3, 3], [4, 4],\n                                 [5, 5], [6, 6], [7, 7], [8, 8], [9, 9],\n                                 [10, 10], [11, 11]],\n            pretrained='./pretrained/deit_tiny_patch16_224-a1311bcf.pth',\n            window_attn=[\n                True, True, True, True, True, True, True, True, True, True,\n                True, True\n            ],\n            window_size=[28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28],\n            use_flash_attn=True,\n            img_norm_cfg=dict(\n                mean=[127.5, 127.5, 127.5],\n                std=[127.5, 127.5, 127.5],\n                to_rgb=True))),\n    neck=dict(\n        type='FPN',\n        in_channels=[1024, 1024, 1024, 1024],\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=[127.5, 127.5, 127.5], std=[127.5, 127.5, 127.5], 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=(1344, 806), keep_ratio=True),\n    dict(type='RandomFlip', flip_ratio=0.5),\n    dict(\n        type='Normalize',\n        mean=[127.5, 127.5, 127.5],\n        std=[127.5, 127.5, 127.5],\n        to_rgb=True),\n    dict(type='Pad', size_divisor=224),\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=(1344, 806),\n        flip=False,\n        transforms=[\n            dict(type='Resize', keep_ratio=True),\n            dict(type='RandomFlip'),\n            dict(\n                type='Normalize',\n                mean=[127.5, 127.5, 127.5],\n                std=[127.5, 127.5, 127.5],\n                to_rgb=True),\n            dict(type='Pad', size_divisor=224),\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=(1344, 806), keep_ratio=True),\n            dict(type='RandomFlip', flip_ratio=0.5),\n            dict(\n                type='Normalize',\n                mean=[127.5, 127.5, 127.5],\n                std=[127.5, 127.5, 127.5],\n                to_rgb=True),\n            dict(type='Pad', size_divisor=224),\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=(1344, 806),\n                flip=False,\n                transforms=[\n                    dict(type='Resize', keep_ratio=True),\n                    dict(type='RandomFlip'),\n                    dict(\n                        type='Normalize',\n                        mean=[127.5, 127.5, 127.5],\n                        std=[127.5, 127.5, 127.5],\n                        to_rgb=True),\n                    dict(type='Pad', size_divisor=224),\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=(1344, 806),\n                flip=False,\n                transforms=[\n                    dict(type='Resize', keep_ratio=True),\n                    dict(type='RandomFlip'),\n                    dict(\n                        type='Normalize',\n                        mean=[127.5, 127.5, 127.5],\n                        std=[127.5, 127.5, 127.5],\n                        to_rgb=True),\n                    dict(type='Pad', size_divisor=224),\n                    dict(type='ImageToTensor', keys=['img']),\n                    dict(type='Collect', keys=['img'])\n                ])\n        ]))\nevaluation = dict(metric=['bbox', 'segm'], interval=1, save_best=None)\noptimizer = dict(\n    type='AdamW',\n    lr=0.0001,\n    betas=(0.9, 0.999),\n    weight_decay=0.05,\n    constructor='CustomLayerDecayOptimizerConstructorMMDet',\n    paramwise_cfg=dict(\n        num_layers=24, layer_decay_rate=0.85, skip_stride=[2, 2, 2]))\noptimizer_config = dict(grad_clip=None)\nlr_config = dict(\n    policy='step',\n    warmup='linear',\n    warmup_iters=500,\n    warmup_ratio=0.001,\n    step=[8, 11])\nrunner = dict(type='EpochBasedRunner', max_epochs=12)\ncheckpoint_config = dict(interval=1, deepspeed=True, max_keep_ckpts=1)\nlog_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')])\ncustom_hooks = [dict(type='ToBFloat16HookMMDet', priority=49)]\ndist_params = dict(backend='nccl')\nlog_level = 'INFO'\nload_from = None\nresume_from = None\nworkflow = [('train', 1)]\nopencv_num_threads = 0\nmp_start_method = 'fork'\nauto_scale_lr = dict(enable=False, base_batch_size=16)\ndeepspeed = True\ndeepspeed_config = 'zero_configs/adam_zero1_bf16.json'\ncustom_imports = dict(\n    imports=['mmdet.mmcv_custom'], allow_failed_imports=False)\nwork_dir = './work_dirs/mask_rcnn_deit_tsbl_1344_896_672_448_fpn_1x_coco_bs16'\nauto_resume = True\ngpu_ids = range(0, 8)\n", "seed": 1300719596, "exp_name": "mask_rcnn_deit_tsbl_1344_896_672_448_fpn_1x_coco_bs16.py"}
{"mode": "train", "epoch": 1, "iter": 50, "lr": 1e-05, "memory": 13189, "data_time": 0.11912, "loss_rpn_cls": 0.64937, "loss_rpn_bbox": 0.12459, "loss_cls": 1.94255, "acc": 64.75195, "loss_bbox": 0.04614, "loss_mask": 1.47333, "loss": 4.23598, "time": 0.92093}
{"mode": "train", "epoch": 1, "iter": 100, "lr": 2e-05, "memory": 13260, "data_time": 0.03468, "loss_rpn_cls": 0.32037, "loss_rpn_bbox": 0.10655, "loss_cls": 0.38094, "acc": 94.93091, "loss_bbox": 0.16621, "loss_mask": 0.77791, "loss": 1.75198, "time": 0.74689}
{"mode": "train", "epoch": 1, "iter": 150, "lr": 3e-05, "memory": 13309, "data_time": 0.03109, "loss_rpn_cls": 0.27083, "loss_rpn_bbox": 0.10581, "loss_cls": 0.35203, "acc": 94.72949, "loss_bbox": 0.17055, "loss_mask": 0.70428, "loss": 1.60349, "time": 0.75386}
{"mode": "train", "epoch": 1, "iter": 200, "lr": 4e-05, "memory": 13457, "data_time": 0.03121, "loss_rpn_cls": 0.24634, "loss_rpn_bbox": 0.10046, "loss_cls": 0.3275, "acc": 94.92114, "loss_bbox": 0.16665, "loss_mask": 0.68523, "loss": 1.52619, "time": 0.73952}
{"mode": "train", "epoch": 1, "iter": 250, "lr": 5e-05, "memory": 13457, "data_time": 0.03261, "loss_rpn_cls": 0.217, "loss_rpn_bbox": 0.09864, "loss_cls": 0.33998, "acc": 94.62451, "loss_bbox": 0.18065, "loss_mask": 0.67071, "loss": 1.50697, "time": 0.74085}
{"mode": "train", "epoch": 1, "iter": 300, "lr": 6e-05, "memory": 13457, "data_time": 0.03232, "loss_rpn_cls": 0.1804, "loss_rpn_bbox": 0.09688, "loss_cls": 0.41593, "acc": 92.99756, "loss_bbox": 0.25056, "loss_mask": 0.65077, "loss": 1.59454, "time": 0.74196}
{"mode": "train", "epoch": 1, "iter": 350, "lr": 7e-05, "memory": 13527, "data_time": 0.0345, "loss_rpn_cls": 0.14796, "loss_rpn_bbox": 0.09566, "loss_cls": 0.43203, "acc": 92.55127, "loss_bbox": 0.2676, "loss_mask": 0.63089, "loss": 1.57414, "time": 0.87332}
{"mode": "train", "epoch": 1, "iter": 400, "lr": 8e-05, "memory": 13532, "data_time": 0.03746, "loss_rpn_cls": 0.13278, "loss_rpn_bbox": 0.09094, "loss_cls": 0.45296, "acc": 91.63257, "loss_bbox": 0.30677, "loss_mask": 0.59925, "loss": 1.5827, "time": 0.8583}
{"mode": "train", "epoch": 1, "iter": 450, "lr": 9e-05, "memory": 13571, "data_time": 0.03061, "loss_rpn_cls": 0.11219, "loss_rpn_bbox": 0.08951, "loss_cls": 0.42925, "acc": 91.77271, "loss_bbox": 0.30221, "loss_mask": 0.57921, "loss": 1.51236, "time": 0.79306}
{"mode": "train", "epoch": 1, "iter": 500, "lr": 0.0001, "memory": 13571, "data_time": 0.03239, "loss_rpn_cls": 0.11963, "loss_rpn_bbox": 0.09428, "loss_cls": 0.42407, "acc": 91.42627, "loss_bbox": 0.31377, "loss_mask": 0.55309, "loss": 1.50484, "time": 0.74737}
{"mode": "train", "epoch": 1, "iter": 550, "lr": 0.0001, "memory": 13571, "data_time": 0.03676, "loss_rpn_cls": 0.10895, "loss_rpn_bbox": 0.09141, "loss_cls": 0.41271, "acc": 91.42554, "loss_bbox": 0.30866, "loss_mask": 0.5401, "loss": 1.46183, "time": 0.74862}
{"mode": "train", "epoch": 1, "iter": 600, "lr": 0.0001, "memory": 13571, "data_time": 0.0345, "loss_rpn_cls": 0.09132, "loss_rpn_bbox": 0.08688, "loss_cls": 0.39594, "acc": 91.23047, "loss_bbox": 0.31763, "loss_mask": 0.50379, "loss": 1.39557, "time": 0.74796}
{"mode": "train", "epoch": 1, "iter": 650, "lr": 0.0001, "memory": 13571, "data_time": 0.03405, "loss_rpn_cls": 0.09758, "loss_rpn_bbox": 0.09352, "loss_cls": 0.41879, "acc": 90.37036, "loss_bbox": 0.34523, "loss_mask": 0.50358, "loss": 1.4587, "time": 0.75352}
{"mode": "train", "epoch": 1, "iter": 700, "lr": 0.0001, "memory": 13571, "data_time": 0.02746, "loss_rpn_cls": 0.09452, "loss_rpn_bbox": 0.08684, "loss_cls": 0.40311, "acc": 90.40332, "loss_bbox": 0.34791, "loss_mask": 0.49274, "loss": 1.42513, "time": 0.75261}
{"mode": "train", "epoch": 1, "iter": 750, "lr": 0.0001, "memory": 13571, "data_time": 0.03705, "loss_rpn_cls": 0.08644, "loss_rpn_bbox": 0.08858, "loss_cls": 0.40991, "acc": 90.03394, "loss_bbox": 0.35528, "loss_mask": 0.48363, "loss": 1.42384, "time": 0.75697}
{"mode": "train", "epoch": 1, "iter": 800, "lr": 0.0001, "memory": 13572, "data_time": 0.03009, "loss_rpn_cls": 0.09015, "loss_rpn_bbox": 0.08727, "loss_cls": 0.38608, "acc": 90.29834, "loss_bbox": 0.34527, "loss_mask": 0.46431, "loss": 1.37308, "time": 0.80067}
{"mode": "train", "epoch": 1, "iter": 850, "lr": 0.0001, "memory": 13572, "data_time": 0.03232, "loss_rpn_cls": 0.08215, "loss_rpn_bbox": 0.08462, "loss_cls": 0.36857, "acc": 90.69775, "loss_bbox": 0.33297, "loss_mask": 0.45821, "loss": 1.32652, "time": 0.91989}
{"mode": "train", "epoch": 1, "iter": 900, "lr": 0.0001, "memory": 13572, "data_time": 0.03792, "loss_rpn_cls": 0.08497, "loss_rpn_bbox": 0.08616, "loss_cls": 0.37205, "acc": 90.09204, "loss_bbox": 0.35241, "loss_mask": 0.45706, "loss": 1.35265, "time": 0.83482}
{"mode": "train", "epoch": 1, "iter": 950, "lr": 0.0001, "memory": 13572, "data_time": 0.03125, "loss_rpn_cls": 0.08403, "loss_rpn_bbox": 0.08735, "loss_cls": 0.38326, "acc": 89.62671, "loss_bbox": 0.37339, "loss_mask": 0.44622, "loss": 1.37426, "time": 0.79787}
{"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.0001, "memory": 13572, "data_time": 0.03253, "loss_rpn_cls": 0.08387, "loss_rpn_bbox": 0.08796, "loss_cls": 0.38113, "acc": 89.68677, "loss_bbox": 0.37405, "loss_mask": 0.44733, "loss": 1.37434, "time": 0.75755}
{"mode": "train", "epoch": 1, "iter": 1050, "lr": 0.0001, "memory": 13574, "data_time": 0.036, "loss_rpn_cls": 0.08026, "loss_rpn_bbox": 0.0832, "loss_cls": 0.36722, "acc": 89.93213, "loss_bbox": 0.35968, "loss_mask": 0.43985, "loss": 1.33022, "time": 0.75677}
{"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.0001, "memory": 13574, "data_time": 0.03295, "loss_rpn_cls": 0.0757, "loss_rpn_bbox": 0.08172, "loss_cls": 0.35953, "acc": 90.23193, "loss_bbox": 0.35501, "loss_mask": 0.42915, "loss": 1.30109, "time": 0.75184}
{"mode": "train", "epoch": 1, "iter": 1150, "lr": 0.0001, "memory": 13574, "data_time": 0.03351, "loss_rpn_cls": 0.07095, "loss_rpn_bbox": 0.08111, "loss_cls": 0.3461, "acc": 90.35742, "loss_bbox": 0.35202, "loss_mask": 0.43044, "loss": 1.28061, "time": 0.75551}
{"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.0001, "memory": 13574, "data_time": 0.12334, "loss_rpn_cls": 0.0821, "loss_rpn_bbox": 0.08407, "loss_cls": 0.35744, "acc": 90.18555, "loss_bbox": 0.35417, "loss_mask": 0.4347, "loss": 1.31247, "time": 0.8456}
{"mode": "train", "epoch": 1, "iter": 1250, "lr": 0.0001, "memory": 13574, "data_time": 0.03933, "loss_rpn_cls": 0.0784, "loss_rpn_bbox": 0.08452, "loss_cls": 0.36902, "acc": 89.79492, "loss_bbox": 0.36343, "loss_mask": 0.42726, "loss": 1.32263, "time": 0.7693}
{"mode": "train", "epoch": 1, "iter": 1300, "lr": 0.0001, "memory": 13574, "data_time": 0.03026, "loss_rpn_cls": 0.06596, "loss_rpn_bbox": 0.07495, "loss_cls": 0.35118, "acc": 90.03076, "loss_bbox": 0.35822, "loss_mask": 0.42285, "loss": 1.27317, "time": 0.87341}
{"mode": "train", "epoch": 1, "iter": 1350, "lr": 0.0001, "memory": 13574, "data_time": 0.03026, "loss_rpn_cls": 0.07004, "loss_rpn_bbox": 0.08269, "loss_cls": 0.34993, "acc": 89.99878, "loss_bbox": 0.36191, "loss_mask": 0.41889, "loss": 1.28347, "time": 0.82583}
{"mode": "train", "epoch": 1, "iter": 1400, "lr": 0.0001, "memory": 13574, "data_time": 0.03521, "loss_rpn_cls": 0.07116, "loss_rpn_bbox": 0.08205, "loss_cls": 0.34664, "acc": 90.04395, "loss_bbox": 0.36462, "loss_mask": 0.41538, "loss": 1.27985, "time": 0.8153}
{"mode": "train", "epoch": 1, "iter": 1450, "lr": 0.0001, "memory": 13574, "data_time": 0.02984, "loss_rpn_cls": 0.06902, "loss_rpn_bbox": 0.07968, "loss_cls": 0.33979, "acc": 90.15259, "loss_bbox": 0.35172, "loss_mask": 0.40607, "loss": 1.24628, "time": 0.80332}
{"mode": "train", "epoch": 1, "iter": 1500, "lr": 0.0001, "memory": 13574, "data_time": 0.02716, "loss_rpn_cls": 0.06304, "loss_rpn_bbox": 0.07548, "loss_cls": 0.34067, "acc": 89.89282, "loss_bbox": 0.36395, "loss_mask": 0.39583, "loss": 1.23897, "time": 0.76147}
{"mode": "train", "epoch": 1, "iter": 1550, "lr": 0.0001, "memory": 13574, "data_time": 0.03951, "loss_rpn_cls": 0.0617, "loss_rpn_bbox": 0.07232, "loss_cls": 0.32746, "acc": 90.26807, "loss_bbox": 0.35395, "loss_mask": 0.3914, "loss": 1.20682, "time": 0.76912}
{"mode": "train", "epoch": 1, "iter": 1600, "lr": 0.0001, "memory": 13574, "data_time": 0.0347, "loss_rpn_cls": 0.06649, "loss_rpn_bbox": 0.07584, "loss_cls": 0.35327, "acc": 89.41699, "loss_bbox": 0.38012, "loss_mask": 0.40007, "loss": 1.2758, "time": 0.76265}
{"mode": "train", "epoch": 1, "iter": 1650, "lr": 0.0001, "memory": 13574, "data_time": 0.03664, "loss_rpn_cls": 0.06713, "loss_rpn_bbox": 0.07812, "loss_cls": 0.32832, "acc": 90.52856, "loss_bbox": 0.34076, "loss_mask": 0.39231, "loss": 1.20663, "time": 0.75771}
{"mode": "train", "epoch": 1, "iter": 1700, "lr": 0.0001, "memory": 13574, "data_time": 0.02942, "loss_rpn_cls": 0.06151, "loss_rpn_bbox": 0.07439, "loss_cls": 0.33537, "acc": 89.88306, "loss_bbox": 0.36255, "loss_mask": 0.39193, "loss": 1.22576, "time": 0.75847}
{"mode": "train", "epoch": 1, "iter": 1750, "lr": 0.0001, "memory": 13574, "data_time": 0.03417, "loss_rpn_cls": 0.06178, "loss_rpn_bbox": 0.07664, "loss_cls": 0.33836, "acc": 89.73706, "loss_bbox": 0.37106, "loss_mask": 0.39436, "loss": 1.24218, "time": 0.87394}
{"mode": "train", "epoch": 1, "iter": 1800, "lr": 0.0001, "memory": 13574, "data_time": 0.03535, "loss_rpn_cls": 0.05794, "loss_rpn_bbox": 0.07107, "loss_cls": 0.32954, "acc": 89.96948, "loss_bbox": 0.36142, "loss_mask": 0.39272, "loss": 1.21269, "time": 0.76918}
{"mode": "train", "epoch": 1, "iter": 1850, "lr": 0.0001, "memory": 13574, "data_time": 0.0326, "loss_rpn_cls": 0.06324, "loss_rpn_bbox": 0.07674, "loss_cls": 0.32709, "acc": 90.21216, "loss_bbox": 0.35427, "loss_mask": 0.38619, "loss": 1.20753, "time": 0.86566}
{"mode": "train", "epoch": 1, "iter": 1900, "lr": 0.0001, "memory": 13574, "data_time": 0.03716, "loss_rpn_cls": 0.06705, "loss_rpn_bbox": 0.07973, "loss_cls": 0.33262, "acc": 90.04126, "loss_bbox": 0.35788, "loss_mask": 0.38534, "loss": 1.22262, "time": 0.84384}
{"mode": "train", "epoch": 1, "iter": 1950, "lr": 0.0001, "memory": 13574, "data_time": 0.02653, "loss_rpn_cls": 0.06573, "loss_rpn_bbox": 0.07519, "loss_cls": 0.33913, "acc": 89.77002, "loss_bbox": 0.36533, "loss_mask": 0.38711, "loss": 1.23249, "time": 0.76624}
{"mode": "train", "epoch": 1, "iter": 2000, "lr": 0.0001, "memory": 13574, "data_time": 0.03231, "loss_rpn_cls": 0.06344, "loss_rpn_bbox": 0.07716, "loss_cls": 0.32916, "acc": 89.98145, "loss_bbox": 0.35999, "loss_mask": 0.37986, "loss": 1.20961, "time": 0.76993}
{"mode": "train", "epoch": 1, "iter": 2050, "lr": 0.0001, "memory": 13574, "data_time": 0.03298, "loss_rpn_cls": 0.0579, "loss_rpn_bbox": 0.074, "loss_cls": 0.31722, "acc": 90.36206, "loss_bbox": 0.34762, "loss_mask": 0.37823, "loss": 1.17497, "time": 0.76178}
{"mode": "train", "epoch": 1, "iter": 2100, "lr": 0.0001, "memory": 13574, "data_time": 0.03382, "loss_rpn_cls": 0.06406, "loss_rpn_bbox": 0.07689, "loss_cls": 0.32895, "acc": 89.76343, "loss_bbox": 0.36505, "loss_mask": 0.38736, "loss": 1.22231, "time": 0.77534}
{"mode": "train", "epoch": 1, "iter": 2150, "lr": 0.0001, "memory": 13574, "data_time": 0.0293, "loss_rpn_cls": 0.06103, "loss_rpn_bbox": 0.07098, "loss_cls": 0.31715, "acc": 90.34814, "loss_bbox": 0.3432, "loss_mask": 0.37094, "loss": 1.1633, "time": 0.76153}
{"mode": "train", "epoch": 1, "iter": 2200, "lr": 0.0001, "memory": 13574, "data_time": 0.03407, "loss_rpn_cls": 0.06277, "loss_rpn_bbox": 0.07702, "loss_cls": 0.32856, "acc": 89.78687, "loss_bbox": 0.36395, "loss_mask": 0.37506, "loss": 1.20736, "time": 0.81243}
{"mode": "train", "epoch": 1, "iter": 2250, "lr": 0.0001, "memory": 13574, "data_time": 0.02929, "loss_rpn_cls": 0.05426, "loss_rpn_bbox": 0.07363, "loss_cls": 0.33362, "acc": 89.7229, "loss_bbox": 0.36556, "loss_mask": 0.37887, "loss": 1.20595, "time": 0.7643}
{"mode": "train", "epoch": 1, "iter": 2300, "lr": 0.0001, "memory": 13574, "data_time": 0.04263, "loss_rpn_cls": 0.05656, "loss_rpn_bbox": 0.07291, "loss_cls": 0.31132, "acc": 90.36719, "loss_bbox": 0.34766, "loss_mask": 0.36794, "loss": 1.15639, "time": 0.79642}
{"mode": "train", "epoch": 1, "iter": 2350, "lr": 0.0001, "memory": 13575, "data_time": 0.03386, "loss_rpn_cls": 0.05724, "loss_rpn_bbox": 0.07476, "loss_cls": 0.31793, "acc": 90.19116, "loss_bbox": 0.35199, "loss_mask": 0.36505, "loss": 1.16697, "time": 0.83101}
{"mode": "train", "epoch": 1, "iter": 2400, "lr": 0.0001, "memory": 13575, "data_time": 0.03362, "loss_rpn_cls": 0.05377, "loss_rpn_bbox": 0.07112, "loss_cls": 0.31778, "acc": 90.17603, "loss_bbox": 0.35894, "loss_mask": 0.36929, "loss": 1.17089, "time": 0.88397}
{"mode": "train", "epoch": 1, "iter": 2450, "lr": 0.0001, "memory": 13575, "data_time": 0.03684, "loss_rpn_cls": 0.05425, "loss_rpn_bbox": 0.0674, "loss_cls": 0.31389, "acc": 90.09229, "loss_bbox": 0.35211, "loss_mask": 0.37093, "loss": 1.15859, "time": 0.76377}
{"mode": "train", "epoch": 1, "iter": 2500, "lr": 0.0001, "memory": 13575, "data_time": 0.02645, "loss_rpn_cls": 0.05671, "loss_rpn_bbox": 0.06781, "loss_cls": 0.29727, "acc": 90.80029, "loss_bbox": 0.3289, "loss_mask": 0.34978, "loss": 1.10047, "time": 0.7508}
{"mode": "train", "epoch": 1, "iter": 2550, "lr": 0.0001, "memory": 13575, "data_time": 0.03287, "loss_rpn_cls": 0.05792, "loss_rpn_bbox": 0.07147, "loss_cls": 0.3086, "acc": 90.22705, "loss_bbox": 0.34861, "loss_mask": 0.36092, "loss": 1.14752, "time": 0.76651}
{"mode": "train", "epoch": 1, "iter": 2600, "lr": 0.0001, "memory": 13575, "data_time": 0.0391, "loss_rpn_cls": 0.0565, "loss_rpn_bbox": 0.07293, "loss_cls": 0.30225, "acc": 90.5564, "loss_bbox": 0.34063, "loss_mask": 0.35541, "loss": 1.12773, "time": 0.77567}
{"mode": "train", "epoch": 1, "iter": 2650, "lr": 0.0001, "memory": 13575, "data_time": 0.03103, "loss_rpn_cls": 0.05407, "loss_rpn_bbox": 0.06984, "loss_cls": 0.30636, "acc": 90.26147, "loss_bbox": 0.35288, "loss_mask": 0.36076, "loss": 1.14391, "time": 0.80178}
{"mode": "train", "epoch": 1, "iter": 2700, "lr": 0.0001, "memory": 13575, "data_time": 0.04061, "loss_rpn_cls": 0.05409, "loss_rpn_bbox": 0.07206, "loss_cls": 0.30844, "acc": 90.20361, "loss_bbox": 0.35071, "loss_mask": 0.35825, "loss": 1.14355, "time": 0.76332}
{"mode": "train", "epoch": 1, "iter": 2750, "lr": 0.0001, "memory": 13575, "data_time": 0.03207, "loss_rpn_cls": 0.05483, "loss_rpn_bbox": 0.0709, "loss_cls": 0.30878, "acc": 90.19482, "loss_bbox": 0.35339, "loss_mask": 0.35185, "loss": 1.13974, "time": 0.84265}
{"mode": "train", "epoch": 1, "iter": 2800, "lr": 0.0001, "memory": 13575, "data_time": 0.02836, "loss_rpn_cls": 0.05972, "loss_rpn_bbox": 0.07444, "loss_cls": 0.30947, "acc": 90.34009, "loss_bbox": 0.34951, "loss_mask": 0.3538, "loss": 1.14695, "time": 0.80389}
{"mode": "train", "epoch": 1, "iter": 2850, "lr": 0.0001, "memory": 13575, "data_time": 0.03177, "loss_rpn_cls": 0.05476, "loss_rpn_bbox": 0.07043, "loss_cls": 0.30579, "acc": 90.64551, "loss_bbox": 0.33772, "loss_mask": 0.35583, "loss": 1.12452, "time": 0.84167}
{"mode": "train", "epoch": 1, "iter": 2900, "lr": 0.0001, "memory": 13575, "data_time": 0.02807, "loss_rpn_cls": 0.05416, "loss_rpn_bbox": 0.0708, "loss_cls": 0.30312, "acc": 90.44385, "loss_bbox": 0.3382, "loss_mask": 0.34793, "loss": 1.11421, "time": 0.83035}
{"mode": "train", "epoch": 1, "iter": 2950, "lr": 0.0001, "memory": 13575, "data_time": 0.03696, "loss_rpn_cls": 0.05495, "loss_rpn_bbox": 0.07379, "loss_cls": 0.30293, "acc": 90.48608, "loss_bbox": 0.33891, "loss_mask": 0.35881, "loss": 1.12938, "time": 0.76451}
{"mode": "train", "epoch": 1, "iter": 3000, "lr": 0.0001, "memory": 13575, "data_time": 0.03606, "loss_rpn_cls": 0.0581, "loss_rpn_bbox": 0.07345, "loss_cls": 0.30884, "acc": 90.41406, "loss_bbox": 0.34829, "loss_mask": 0.35075, "loss": 1.13944, "time": 0.76326}
{"mode": "train", "epoch": 1, "iter": 3050, "lr": 0.0001, "memory": 13575, "data_time": 0.03146, "loss_rpn_cls": 0.05205, "loss_rpn_bbox": 0.06705, "loss_cls": 0.29381, "acc": 90.76196, "loss_bbox": 0.33511, "loss_mask": 0.34597, "loss": 1.09399, "time": 0.76644}
{"mode": "train", "epoch": 1, "iter": 3100, "lr": 0.0001, "memory": 13575, "data_time": 0.03089, "loss_rpn_cls": 0.05008, "loss_rpn_bbox": 0.06545, "loss_cls": 0.28768, "acc": 90.96655, "loss_bbox": 0.32273, "loss_mask": 0.34331, "loss": 1.06925, "time": 0.79931}
{"mode": "train", "epoch": 1, "iter": 3150, "lr": 0.0001, "memory": 13575, "data_time": 0.03023, "loss_rpn_cls": 0.05093, "loss_rpn_bbox": 0.06957, "loss_cls": 0.31756, "acc": 90.02563, "loss_bbox": 0.35455, "loss_mask": 0.34534, "loss": 1.13795, "time": 0.77128}
{"mode": "train", "epoch": 1, "iter": 3200, "lr": 0.0001, "memory": 13575, "data_time": 0.03261, "loss_rpn_cls": 0.04806, "loss_rpn_bbox": 0.06529, "loss_cls": 0.30253, "acc": 90.42969, "loss_bbox": 0.3348, "loss_mask": 0.34717, "loss": 1.09786, "time": 0.76209}
{"mode": "train", "epoch": 1, "iter": 3250, "lr": 0.0001, "memory": 13575, "data_time": 0.03125, "loss_rpn_cls": 0.05296, "loss_rpn_bbox": 0.07215, "loss_cls": 0.31045, "acc": 90.09229, "loss_bbox": 0.35141, "loss_mask": 0.35092, "loss": 1.13789, "time": 0.83782}
{"mode": "train", "epoch": 1, "iter": 3300, "lr": 0.0001, "memory": 13575, "data_time": 0.03498, "loss_rpn_cls": 0.05072, "loss_rpn_bbox": 0.06633, "loss_cls": 0.30204, "acc": 90.41553, "loss_bbox": 0.34444, "loss_mask": 0.33588, "loss": 1.09941, "time": 0.82207}
{"mode": "train", "epoch": 1, "iter": 3350, "lr": 0.0001, "memory": 13575, "data_time": 0.03413, "loss_rpn_cls": 0.04862, "loss_rpn_bbox": 0.06726, "loss_cls": 0.29444, "acc": 90.57178, "loss_bbox": 0.33777, "loss_mask": 0.33748, "loss": 1.08557, "time": 0.84386}
{"mode": "train", "epoch": 1, "iter": 3400, "lr": 0.0001, "memory": 13575, "data_time": 0.0309, "loss_rpn_cls": 0.05269, "loss_rpn_bbox": 0.06849, "loss_cls": 0.29535, "acc": 90.52783, "loss_bbox": 0.34266, "loss_mask": 0.35004, "loss": 1.10923, "time": 0.76611}
{"mode": "train", "epoch": 1, "iter": 3450, "lr": 0.0001, "memory": 13576, "data_time": 0.0288, "loss_rpn_cls": 0.04852, "loss_rpn_bbox": 0.06738, "loss_cls": 0.29222, "acc": 90.49194, "loss_bbox": 0.34018, "loss_mask": 0.3413, "loss": 1.0896, "time": 0.80974}
{"mode": "train", "epoch": 1, "iter": 3500, "lr": 0.0001, "memory": 13576, "data_time": 0.04104, "loss_rpn_cls": 0.05303, "loss_rpn_bbox": 0.06576, "loss_cls": 0.30853, "acc": 90.04565, "loss_bbox": 0.35431, "loss_mask": 0.34155, "loss": 1.12317, "time": 0.77001}
{"mode": "train", "epoch": 1, "iter": 3550, "lr": 0.0001, "memory": 13576, "data_time": 0.03612, "loss_rpn_cls": 0.05042, "loss_rpn_bbox": 0.06462, "loss_cls": 0.30586, "acc": 90.25098, "loss_bbox": 0.34593, "loss_mask": 0.33961, "loss": 1.10644, "time": 0.79747}
{"mode": "train", "epoch": 1, "iter": 3600, "lr": 0.0001, "memory": 13576, "data_time": 0.03366, "loss_rpn_cls": 0.05246, "loss_rpn_bbox": 0.07151, "loss_cls": 0.30072, "acc": 90.48901, "loss_bbox": 0.34038, "loss_mask": 0.3429, "loss": 1.10796, "time": 0.75648}
{"mode": "train", "epoch": 1, "iter": 3650, "lr": 0.0001, "memory": 13576, "data_time": 0.03756, "loss_rpn_cls": 0.05207, "loss_rpn_bbox": 0.07103, "loss_cls": 0.30212, "acc": 90.27051, "loss_bbox": 0.35244, "loss_mask": 0.35367, "loss": 1.13132, "time": 0.76121}
{"mode": "train", "epoch": 1, "iter": 3700, "lr": 0.0001, "memory": 13576, "data_time": 0.02754, "loss_rpn_cls": 0.05215, "loss_rpn_bbox": 0.06772, "loss_cls": 0.31191, "acc": 90.21875, "loss_bbox": 0.34905, "loss_mask": 0.33914, "loss": 1.11998, "time": 0.84211}
{"mode": "train", "epoch": 1, "iter": 3750, "lr": 0.0001, "memory": 13576, "data_time": 0.03031, "loss_rpn_cls": 0.05013, "loss_rpn_bbox": 0.06299, "loss_cls": 0.28598, "acc": 90.92676, "loss_bbox": 0.3284, "loss_mask": 0.32516, "loss": 1.05265, "time": 0.81328}
{"mode": "train", "epoch": 1, "iter": 3800, "lr": 0.0001, "memory": 13576, "data_time": 0.03553, "loss_rpn_cls": 0.04639, "loss_rpn_bbox": 0.06487, "loss_cls": 0.29061, "acc": 90.70166, "loss_bbox": 0.33309, "loss_mask": 0.34049, "loss": 1.07544, "time": 0.87336}
{"mode": "train", "epoch": 1, "iter": 3850, "lr": 0.0001, "memory": 13576, "data_time": 0.03417, "loss_rpn_cls": 0.04668, "loss_rpn_bbox": 0.067, "loss_cls": 0.29243, "acc": 90.66089, "loss_bbox": 0.33638, "loss_mask": 0.34173, "loss": 1.08422, "time": 0.76712}
{"mode": "train", "epoch": 1, "iter": 3900, "lr": 0.0001, "memory": 13576, "data_time": 0.02973, "loss_rpn_cls": 0.04697, "loss_rpn_bbox": 0.06429, "loss_cls": 0.28537, "acc": 90.88818, "loss_bbox": 0.32967, "loss_mask": 0.33372, "loss": 1.06003, "time": 0.82069}
{"mode": "train", "epoch": 1, "iter": 3950, "lr": 0.0001, "memory": 13576, "data_time": 0.03746, "loss_rpn_cls": 0.04908, "loss_rpn_bbox": 0.06828, "loss_cls": 0.28669, "acc": 90.68628, "loss_bbox": 0.32911, "loss_mask": 0.33214, "loss": 1.0653, "time": 0.80446}
{"mode": "train", "epoch": 1, "iter": 4000, "lr": 0.0001, "memory": 13576, "data_time": 0.03407, "loss_rpn_cls": 0.05038, "loss_rpn_bbox": 0.06226, "loss_cls": 0.2933, "acc": 90.66284, "loss_bbox": 0.33046, "loss_mask": 0.33816, "loss": 1.07456, "time": 0.76805}
{"mode": "train", "epoch": 1, "iter": 4050, "lr": 0.0001, "memory": 13576, "data_time": 0.03951, "loss_rpn_cls": 0.05466, "loss_rpn_bbox": 0.07125, "loss_cls": 0.30802, "acc": 89.9231, "loss_bbox": 0.3547, "loss_mask": 0.33989, "loss": 1.12853, "time": 0.77326}
{"mode": "train", "epoch": 1, "iter": 4100, "lr": 0.0001, "memory": 13576, "data_time": 0.02899, "loss_rpn_cls": 0.05207, "loss_rpn_bbox": 0.0679, "loss_cls": 0.29432, "acc": 90.55103, "loss_bbox": 0.33792, "loss_mask": 0.33318, "loss": 1.08539, "time": 0.80961}
{"mode": "train", "epoch": 1, "iter": 4150, "lr": 0.0001, "memory": 13576, "data_time": 0.03033, "loss_rpn_cls": 0.04612, "loss_rpn_bbox": 0.06196, "loss_cls": 0.28218, "acc": 90.88647, "loss_bbox": 0.33265, "loss_mask": 0.3278, "loss": 1.0507, "time": 0.7974}
{"mode": "train", "epoch": 1, "iter": 4200, "lr": 0.0001, "memory": 13576, "data_time": 0.03462, "loss_rpn_cls": 0.04965, "loss_rpn_bbox": 0.06725, "loss_cls": 0.29595, "acc": 90.50439, "loss_bbox": 0.33906, "loss_mask": 0.33758, "loss": 1.08949, "time": 0.76178}
{"mode": "train", "epoch": 1, "iter": 4250, "lr": 0.0001, "memory": 13576, "data_time": 0.03046, "loss_rpn_cls": 0.0485, "loss_rpn_bbox": 0.06552, "loss_cls": 0.28678, "acc": 90.64771, "loss_bbox": 0.32568, "loss_mask": 0.32748, "loss": 1.05396, "time": 0.88564}
{"mode": "train", "epoch": 1, "iter": 4300, "lr": 0.0001, "memory": 13576, "data_time": 0.03859, "loss_rpn_cls": 0.04873, "loss_rpn_bbox": 0.07049, "loss_cls": 0.3093, "acc": 90.17798, "loss_bbox": 0.34943, "loss_mask": 0.34439, "loss": 1.12234, "time": 0.77187}
{"mode": "train", "epoch": 1, "iter": 4350, "lr": 0.0001, "memory": 13576, "data_time": 0.03231, "loss_rpn_cls": 0.04387, "loss_rpn_bbox": 0.06025, "loss_cls": 0.28596, "acc": 90.84155, "loss_bbox": 0.32339, "loss_mask": 0.32476, "loss": 1.03823, "time": 0.81456}
{"mode": "train", "epoch": 1, "iter": 4400, "lr": 0.0001, "memory": 13576, "data_time": 0.03522, "loss_rpn_cls": 0.04914, "loss_rpn_bbox": 0.0636, "loss_cls": 0.29076, "acc": 90.63623, "loss_bbox": 0.33441, "loss_mask": 0.32988, "loss": 1.06779, "time": 0.80905}
{"mode": "train", "epoch": 1, "iter": 4450, "lr": 0.0001, "memory": 13576, "data_time": 0.03467, "loss_rpn_cls": 0.04711, "loss_rpn_bbox": 0.06592, "loss_cls": 0.28449, "acc": 90.65869, "loss_bbox": 0.33558, "loss_mask": 0.33065, "loss": 1.06375, "time": 0.76074}
{"mode": "train", "epoch": 1, "iter": 4500, "lr": 0.0001, "memory": 13576, "data_time": 0.03447, "loss_rpn_cls": 0.04636, "loss_rpn_bbox": 0.06362, "loss_cls": 0.26704, "acc": 91.20752, "loss_bbox": 0.31955, "loss_mask": 0.31799, "loss": 1.01457, "time": 0.7976}
{"mode": "train", "epoch": 1, "iter": 4550, "lr": 0.0001, "memory": 13576, "data_time": 0.03117, "loss_rpn_cls": 0.0497, "loss_rpn_bbox": 0.06532, "loss_cls": 0.28496, "acc": 90.70923, "loss_bbox": 0.33347, "loss_mask": 0.32713, "loss": 1.06057, "time": 0.7672}
{"mode": "train", "epoch": 1, "iter": 4600, "lr": 0.0001, "memory": 13576, "data_time": 0.03285, "loss_rpn_cls": 0.04512, "loss_rpn_bbox": 0.06277, "loss_cls": 0.28174, "acc": 90.76807, "loss_bbox": 0.32936, "loss_mask": 0.32473, "loss": 1.04372, "time": 0.85067}
{"mode": "train", "epoch": 1, "iter": 4650, "lr": 0.0001, "memory": 13576, "data_time": 0.03148, "loss_rpn_cls": 0.048, "loss_rpn_bbox": 0.06516, "loss_cls": 0.2918, "acc": 90.7124, "loss_bbox": 0.33525, "loss_mask": 0.32974, "loss": 1.06996, "time": 0.77296}
{"mode": "train", "epoch": 1, "iter": 4700, "lr": 0.0001, "memory": 13576, "data_time": 0.03194, "loss_rpn_cls": 0.04305, "loss_rpn_bbox": 0.06141, "loss_cls": 0.28475, "acc": 90.72949, "loss_bbox": 0.33381, "loss_mask": 0.3265, "loss": 1.04951, "time": 0.81241}
{"mode": "train", "epoch": 1, "iter": 4750, "lr": 0.0001, "memory": 13576, "data_time": 0.03695, "loss_rpn_cls": 0.04585, "loss_rpn_bbox": 0.06188, "loss_cls": 0.29166, "acc": 90.67944, "loss_bbox": 0.32881, "loss_mask": 0.32162, "loss": 1.04981, "time": 0.81422}
{"mode": "train", "epoch": 1, "iter": 4800, "lr": 0.0001, "memory": 13576, "data_time": 0.03064, "loss_rpn_cls": 0.0459, "loss_rpn_bbox": 0.06271, "loss_cls": 0.28846, "acc": 90.53247, "loss_bbox": 0.33732, "loss_mask": 0.32649, "loss": 1.06088, "time": 0.85445}
{"mode": "train", "epoch": 1, "iter": 4850, "lr": 0.0001, "memory": 13576, "data_time": 0.03044, "loss_rpn_cls": 0.04836, "loss_rpn_bbox": 0.06549, "loss_cls": 0.28945, "acc": 90.55664, "loss_bbox": 0.33584, "loss_mask": 0.32986, "loss": 1.06899, "time": 0.76621}
{"mode": "train", "epoch": 1, "iter": 4900, "lr": 0.0001, "memory": 13576, "data_time": 0.02679, "loss_rpn_cls": 0.04698, "loss_rpn_bbox": 0.06174, "loss_cls": 0.28412, "acc": 90.86035, "loss_bbox": 0.32814, "loss_mask": 0.32901, "loss": 1.04998, "time": 0.76187}
{"mode": "train", "epoch": 1, "iter": 4950, "lr": 0.0001, "memory": 13576, "data_time": 0.03178, "loss_rpn_cls": 0.04579, "loss_rpn_bbox": 0.06272, "loss_cls": 0.2772, "acc": 90.9209, "loss_bbox": 0.32461, "loss_mask": 0.33013, "loss": 1.04044, "time": 0.85102}
{"mode": "train", "epoch": 1, "iter": 5000, "lr": 0.0001, "memory": 13576, "data_time": 0.039, "loss_rpn_cls": 0.04583, "loss_rpn_bbox": 0.06217, "loss_cls": 0.28431, "acc": 90.75513, "loss_bbox": 0.32922, "loss_mask": 0.32485, "loss": 1.04638, "time": 0.77532}
{"mode": "train", "epoch": 1, "iter": 5050, "lr": 0.0001, "memory": 13576, "data_time": 0.03208, "loss_rpn_cls": 0.04957, "loss_rpn_bbox": 0.06546, "loss_cls": 0.27893, "acc": 90.82959, "loss_bbox": 0.32888, "loss_mask": 0.3225, "loss": 1.04534, "time": 0.80826}
{"mode": "train", "epoch": 1, "iter": 5100, "lr": 0.0001, "memory": 13576, "data_time": 0.03731, "loss_rpn_cls": 0.04464, "loss_rpn_bbox": 0.0674, "loss_cls": 0.28487, "acc": 90.61768, "loss_bbox": 0.33748, "loss_mask": 0.32062, "loss": 1.05501, "time": 0.7717}
{"mode": "train", "epoch": 1, "iter": 5150, "lr": 0.0001, "memory": 13576, "data_time": 0.02987, "loss_rpn_cls": 0.04459, "loss_rpn_bbox": 0.06604, "loss_cls": 0.28641, "acc": 90.70947, "loss_bbox": 0.3274, "loss_mask": 0.32526, "loss": 1.0497, "time": 0.83061}
{"mode": "train", "epoch": 1, "iter": 5200, "lr": 0.0001, "memory": 13576, "data_time": 0.0366, "loss_rpn_cls": 0.04427, "loss_rpn_bbox": 0.06482, "loss_cls": 0.28324, "acc": 90.86523, "loss_bbox": 0.3272, "loss_mask": 0.32322, "loss": 1.04275, "time": 0.80583}
{"mode": "train", "epoch": 1, "iter": 5250, "lr": 0.0001, "memory": 13576, "data_time": 0.03196, "loss_rpn_cls": 0.04393, "loss_rpn_bbox": 0.05911, "loss_cls": 0.27768, "acc": 91.14111, "loss_bbox": 0.31823, "loss_mask": 0.31878, "loss": 1.01774, "time": 0.83989}
{"mode": "train", "epoch": 1, "iter": 5300, "lr": 0.0001, "memory": 13576, "data_time": 0.03715, "loss_rpn_cls": 0.04978, "loss_rpn_bbox": 0.06762, "loss_cls": 0.28387, "acc": 90.69653, "loss_bbox": 0.33434, "loss_mask": 0.32385, "loss": 1.05946, "time": 0.80613}
{"mode": "train", "epoch": 1, "iter": 5350, "lr": 0.0001, "memory": 13576, "data_time": 0.0433, "loss_rpn_cls": 0.05022, "loss_rpn_bbox": 0.06924, "loss_cls": 0.29601, "acc": 90.41479, "loss_bbox": 0.33754, "loss_mask": 0.32537, "loss": 1.07838, "time": 0.76982}
{"mode": "train", "epoch": 1, "iter": 5400, "lr": 0.0001, "memory": 13576, "data_time": 0.03321, "loss_rpn_cls": 0.0457, "loss_rpn_bbox": 0.06577, "loss_cls": 0.27522, "acc": 91.01465, "loss_bbox": 0.31833, "loss_mask": 0.32285, "loss": 1.02787, "time": 0.80307}
{"mode": "train", "epoch": 1, "iter": 5450, "lr": 0.0001, "memory": 13576, "data_time": 0.03764, "loss_rpn_cls": 0.0438, "loss_rpn_bbox": 0.06323, "loss_cls": 0.27447, "acc": 91.01831, "loss_bbox": 0.32588, "loss_mask": 0.31994, "loss": 1.02731, "time": 0.76643}
{"mode": "train", "epoch": 1, "iter": 5500, "lr": 0.0001, "memory": 13576, "data_time": 0.03366, "loss_rpn_cls": 0.042, "loss_rpn_bbox": 0.06267, "loss_cls": 0.27962, "acc": 90.72437, "loss_bbox": 0.33004, "loss_mask": 0.32546, "loss": 1.0398, "time": 0.80697}
{"mode": "train", "epoch": 1, "iter": 5550, "lr": 0.0001, "memory": 13576, "data_time": 0.0401, "loss_rpn_cls": 0.04579, "loss_rpn_bbox": 0.06397, "loss_cls": 0.28398, "acc": 90.5791, "loss_bbox": 0.32945, "loss_mask": 0.32163, "loss": 1.04481, "time": 0.77314}
{"mode": "train", "epoch": 1, "iter": 5600, "lr": 0.0001, "memory": 13576, "data_time": 0.0301, "loss_rpn_cls": 0.04004, "loss_rpn_bbox": 0.05989, "loss_cls": 0.26386, "acc": 91.2915, "loss_bbox": 0.31378, "loss_mask": 0.31451, "loss": 0.99208, "time": 0.79704}
{"mode": "train", "epoch": 1, "iter": 5650, "lr": 0.0001, "memory": 13576, "data_time": 0.02644, "loss_rpn_cls": 0.03993, "loss_rpn_bbox": 0.05818, "loss_cls": 0.2619, "acc": 91.31226, "loss_bbox": 0.3126, "loss_mask": 0.32016, "loss": 0.99277, "time": 0.83861}
{"mode": "train", "epoch": 1, "iter": 5700, "lr": 0.0001, "memory": 13576, "data_time": 0.03824, "loss_rpn_cls": 0.04432, "loss_rpn_bbox": 0.06206, "loss_cls": 0.27843, "acc": 90.79834, "loss_bbox": 0.33299, "loss_mask": 0.32138, "loss": 1.03918, "time": 0.8443}
{"mode": "train", "epoch": 1, "iter": 5750, "lr": 0.0001, "memory": 13576, "data_time": 0.03948, "loss_rpn_cls": 0.04383, "loss_rpn_bbox": 0.06514, "loss_cls": 0.28962, "acc": 90.51978, "loss_bbox": 0.33802, "loss_mask": 0.32226, "loss": 1.05886, "time": 0.80609}
{"mode": "train", "epoch": 1, "iter": 5800, "lr": 0.0001, "memory": 13576, "data_time": 0.0298, "loss_rpn_cls": 0.04219, "loss_rpn_bbox": 0.05936, "loss_cls": 0.27182, "acc": 91.12109, "loss_bbox": 0.31735, "loss_mask": 0.32005, "loss": 1.01076, "time": 0.76488}
{"mode": "train", "epoch": 1, "iter": 5850, "lr": 0.0001, "memory": 13576, "data_time": 0.03604, "loss_rpn_cls": 0.04543, "loss_rpn_bbox": 0.06221, "loss_cls": 0.27552, "acc": 91.02515, "loss_bbox": 0.32554, "loss_mask": 0.32341, "loss": 1.0321, "time": 0.76995}
{"mode": "train", "epoch": 1, "iter": 5900, "lr": 0.0001, "memory": 13576, "data_time": 0.03973, "loss_rpn_cls": 0.04841, "loss_rpn_bbox": 0.06687, "loss_cls": 0.27415, "acc": 90.9209, "loss_bbox": 0.32897, "loss_mask": 0.32374, "loss": 1.04214, "time": 0.80662}
{"mode": "train", "epoch": 1, "iter": 5950, "lr": 0.0001, "memory": 13576, "data_time": 0.03023, "loss_rpn_cls": 0.04451, "loss_rpn_bbox": 0.06276, "loss_cls": 0.26999, "acc": 90.90576, "loss_bbox": 0.32709, "loss_mask": 0.31728, "loss": 1.02164, "time": 0.7702}
{"mode": "train", "epoch": 1, "iter": 6000, "lr": 0.0001, "memory": 13576, "data_time": 0.028, "loss_rpn_cls": 0.04583, "loss_rpn_bbox": 0.06168, "loss_cls": 0.27764, "acc": 90.93286, "loss_bbox": 0.32434, "loss_mask": 0.31737, "loss": 1.02686, "time": 0.76635}
{"mode": "train", "epoch": 1, "iter": 6050, "lr": 0.0001, "memory": 13576, "data_time": 0.03129, "loss_rpn_cls": 0.04469, "loss_rpn_bbox": 0.0605, "loss_cls": 0.28973, "acc": 90.51416, "loss_bbox": 0.33785, "loss_mask": 0.3164, "loss": 1.04918, "time": 0.83518}
{"mode": "train", "epoch": 1, "iter": 6100, "lr": 0.0001, "memory": 13576, "data_time": 0.03565, "loss_rpn_cls": 0.04447, "loss_rpn_bbox": 0.06009, "loss_cls": 0.27469, "acc": 90.92432, "loss_bbox": 0.31793, "loss_mask": 0.31475, "loss": 1.01194, "time": 0.76795}
{"mode": "train", "epoch": 1, "iter": 6150, "lr": 0.0001, "memory": 13576, "data_time": 0.0295, "loss_rpn_cls": 0.0431, "loss_rpn_bbox": 0.06035, "loss_cls": 0.27078, "acc": 91.15356, "loss_bbox": 0.31492, "loss_mask": 0.31459, "loss": 1.00375, "time": 0.81392}
{"mode": "train", "epoch": 1, "iter": 6200, "lr": 0.0001, "memory": 13576, "data_time": 0.03868, "loss_rpn_cls": 0.04689, "loss_rpn_bbox": 0.06389, "loss_cls": 0.27228, "acc": 91.03467, "loss_bbox": 0.32188, "loss_mask": 0.31534, "loss": 1.02029, "time": 0.88571}
{"mode": "train", "epoch": 1, "iter": 6250, "lr": 0.0001, "memory": 13576, "data_time": 0.03088, "loss_rpn_cls": 0.04314, "loss_rpn_bbox": 0.05788, "loss_cls": 0.26835, "acc": 91.32251, "loss_bbox": 0.30937, "loss_mask": 0.31047, "loss": 0.98921, "time": 0.76638}
{"mode": "train", "epoch": 1, "iter": 6300, "lr": 0.0001, "memory": 13576, "data_time": 0.03997, "loss_rpn_cls": 0.04327, "loss_rpn_bbox": 0.06282, "loss_cls": 0.27897, "acc": 90.98608, "loss_bbox": 0.32292, "loss_mask": 0.3228, "loss": 1.03078, "time": 0.80899}
{"mode": "train", "epoch": 1, "iter": 6350, "lr": 0.0001, "memory": 13576, "data_time": 0.02728, "loss_rpn_cls": 0.04482, "loss_rpn_bbox": 0.06081, "loss_cls": 0.28014, "acc": 90.74487, "loss_bbox": 0.32676, "loss_mask": 0.32833, "loss": 1.04086, "time": 0.76481}
{"mode": "train", "epoch": 1, "iter": 6400, "lr": 0.0001, "memory": 13576, "data_time": 0.03455, "loss_rpn_cls": 0.04513, "loss_rpn_bbox": 0.0605, "loss_cls": 0.26202, "acc": 91.18652, "loss_bbox": 0.31963, "loss_mask": 0.31079, "loss": 0.99807, "time": 0.7637}
{"mode": "train", "epoch": 1, "iter": 6450, "lr": 0.0001, "memory": 13576, "data_time": 0.0304, "loss_rpn_cls": 0.0425, "loss_rpn_bbox": 0.0614, "loss_cls": 0.27177, "acc": 91.09766, "loss_bbox": 0.31672, "loss_mask": 0.30952, "loss": 1.00192, "time": 0.80547}
{"mode": "train", "epoch": 1, "iter": 6500, "lr": 0.0001, "memory": 13576, "data_time": 0.02956, "loss_rpn_cls": 0.04099, "loss_rpn_bbox": 0.0613, "loss_cls": 0.27466, "acc": 90.83667, "loss_bbox": 0.32451, "loss_mask": 0.31424, "loss": 1.01571, "time": 0.80739}
{"mode": "train", "epoch": 1, "iter": 6550, "lr": 0.0001, "memory": 13576, "data_time": 0.03433, "loss_rpn_cls": 0.04523, "loss_rpn_bbox": 0.06564, "loss_cls": 0.27322, "acc": 90.85156, "loss_bbox": 0.33063, "loss_mask": 0.32105, "loss": 1.03578, "time": 0.80469}
{"mode": "train", "epoch": 1, "iter": 6600, "lr": 0.0001, "memory": 13576, "data_time": 0.0362, "loss_rpn_cls": 0.0401, "loss_rpn_bbox": 0.05878, "loss_cls": 0.27829, "acc": 90.81616, "loss_bbox": 0.32724, "loss_mask": 0.31208, "loss": 1.0165, "time": 0.76557}
{"mode": "train", "epoch": 1, "iter": 6650, "lr": 0.0001, "memory": 13576, "data_time": 0.03392, "loss_rpn_cls": 0.04594, "loss_rpn_bbox": 0.06254, "loss_cls": 0.27449, "acc": 90.94922, "loss_bbox": 0.31936, "loss_mask": 0.3084, "loss": 1.01073, "time": 0.88356}
{"mode": "train", "epoch": 1, "iter": 6700, "lr": 0.0001, "memory": 13576, "data_time": 0.0414, "loss_rpn_cls": 0.03863, "loss_rpn_bbox": 0.05852, "loss_cls": 0.27338, "acc": 91.00586, "loss_bbox": 0.31826, "loss_mask": 0.31234, "loss": 1.00114, "time": 0.79889}
{"mode": "train", "epoch": 1, "iter": 6750, "lr": 0.0001, "memory": 13576, "data_time": 0.03683, "loss_rpn_cls": 0.04378, "loss_rpn_bbox": 0.06411, "loss_cls": 0.26758, "acc": 91.22949, "loss_bbox": 0.31624, "loss_mask": 0.31356, "loss": 1.00527, "time": 0.80154}
{"mode": "train", "epoch": 1, "iter": 6800, "lr": 0.0001, "memory": 13576, "data_time": 0.04039, "loss_rpn_cls": 0.04214, "loss_rpn_bbox": 0.06159, "loss_cls": 0.27496, "acc": 90.85547, "loss_bbox": 0.3251, "loss_mask": 0.31613, "loss": 1.01992, "time": 0.76712}
{"mode": "train", "epoch": 1, "iter": 6850, "lr": 0.0001, "memory": 13576, "data_time": 0.03485, "loss_rpn_cls": 0.04078, "loss_rpn_bbox": 0.05948, "loss_cls": 0.25945, "acc": 91.34302, "loss_bbox": 0.31526, "loss_mask": 0.30595, "loss": 0.98092, "time": 0.76253}
{"mode": "train", "epoch": 1, "iter": 6900, "lr": 0.0001, "memory": 13576, "data_time": 0.03199, "loss_rpn_cls": 0.04439, "loss_rpn_bbox": 0.05969, "loss_cls": 0.28373, "acc": 90.99097, "loss_bbox": 0.31415, "loss_mask": 0.31002, "loss": 1.01197, "time": 0.80556}
{"mode": "train", "epoch": 1, "iter": 6950, "lr": 0.0001, "memory": 13576, "data_time": 0.03109, "loss_rpn_cls": 0.03859, "loss_rpn_bbox": 0.05649, "loss_cls": 0.26444, "acc": 91.15967, "loss_bbox": 0.31137, "loss_mask": 0.30479, "loss": 0.97568, "time": 0.80331}
{"mode": "train", "epoch": 1, "iter": 7000, "lr": 0.0001, "memory": 13576, "data_time": 0.03691, "loss_rpn_cls": 0.04614, "loss_rpn_bbox": 0.06146, "loss_cls": 0.27218, "acc": 90.9519, "loss_bbox": 0.31615, "loss_mask": 0.31244, "loss": 1.00837, "time": 0.79637}
{"mode": "train", "epoch": 1, "iter": 7050, "lr": 0.0001, "memory": 13576, "data_time": 0.03419, "loss_rpn_cls": 0.04149, "loss_rpn_bbox": 0.06133, "loss_cls": 0.27641, "acc": 90.8457, "loss_bbox": 0.3276, "loss_mask": 0.31757, "loss": 1.0244, "time": 0.76196}
{"mode": "train", "epoch": 1, "iter": 7100, "lr": 0.0001, "memory": 13576, "data_time": 0.03525, "loss_rpn_cls": 0.04275, "loss_rpn_bbox": 0.06351, "loss_cls": 0.27624, "acc": 90.76929, "loss_bbox": 0.32727, "loss_mask": 0.30457, "loss": 1.01435, "time": 0.8039}
{"mode": "train", "epoch": 1, "iter": 7150, "lr": 0.0001, "memory": 13576, "data_time": 0.03429, "loss_rpn_cls": 0.04176, "loss_rpn_bbox": 0.06256, "loss_cls": 0.26767, "acc": 91.02319, "loss_bbox": 0.32187, "loss_mask": 0.30381, "loss": 0.99766, "time": 0.80134}
{"mode": "train", "epoch": 1, "iter": 7200, "lr": 0.0001, "memory": 13576, "data_time": 0.02907, "loss_rpn_cls": 0.04345, "loss_rpn_bbox": 0.06162, "loss_cls": 0.2761, "acc": 90.75952, "loss_bbox": 0.32149, "loss_mask": 0.31367, "loss": 1.01632, "time": 0.80692}
{"mode": "train", "epoch": 1, "iter": 7250, "lr": 0.0001, "memory": 13576, "data_time": 0.03304, "loss_rpn_cls": 0.03885, "loss_rpn_bbox": 0.05865, "loss_cls": 0.26622, "acc": 91.2356, "loss_bbox": 0.31218, "loss_mask": 0.30548, "loss": 0.98138, "time": 0.84867}
{"mode": "train", "epoch": 1, "iter": 7300, "lr": 0.0001, "memory": 13576, "data_time": 0.03419, "loss_rpn_cls": 0.04087, "loss_rpn_bbox": 0.0568, "loss_cls": 0.25816, "acc": 91.43701, "loss_bbox": 0.31011, "loss_mask": 0.30308, "loss": 0.96902, "time": 0.76608}
{"mode": "val", "epoch": 1, "iter": 625, "lr": 0.0001, "bbox_mAP": 0.303, "bbox_mAP_50": 0.558, "bbox_mAP_75": 0.298, "bbox_mAP_s": 0.159, "bbox_mAP_m": 0.331, "bbox_mAP_l": 0.449, "bbox_mAP_copypaste": "0.303 0.558 0.298 0.159 0.331 0.449", "segm_mAP": 0.293, "segm_mAP_50": 0.519, "segm_mAP_75": 0.297, "segm_mAP_s": 0.099, "segm_mAP_m": 0.312, "segm_mAP_l": 0.51, "segm_mAP_copypaste": "0.293 0.519 0.297 0.099 0.312 0.510"}
{"mode": "train", "epoch": 2, "iter": 50, "lr": 0.0001, "memory": 13576, "data_time": 0.10768, "loss_rpn_cls": 0.03887, "loss_rpn_bbox": 0.059, "loss_cls": 0.26219, "acc": 91.15723, "loss_bbox": 0.31295, "loss_mask": 0.29906, "loss": 0.97207, "time": 0.91864}
{"mode": "train", "epoch": 2, "iter": 100, "lr": 0.0001, "memory": 13576, "data_time": 0.03309, "loss_rpn_cls": 0.04031, "loss_rpn_bbox": 0.05941, "loss_cls": 0.26159, "acc": 91.20361, "loss_bbox": 0.3176, "loss_mask": 0.30803, "loss": 0.98694, "time": 0.87253}
{"mode": "train", "epoch": 2, "iter": 150, "lr": 0.0001, "memory": 13576, "data_time": 0.03678, "loss_rpn_cls": 0.03855, "loss_rpn_bbox": 0.05918, "loss_cls": 0.26331, "acc": 91.10229, "loss_bbox": 0.31701, "loss_mask": 0.30346, "loss": 0.98152, "time": 0.76865}
{"mode": "train", "epoch": 2, "iter": 200, "lr": 0.0001, "memory": 13576, "data_time": 0.03171, "loss_rpn_cls": 0.04179, "loss_rpn_bbox": 0.06199, "loss_cls": 0.25897, "acc": 91.19409, "loss_bbox": 0.31176, "loss_mask": 0.29834, "loss": 0.97285, "time": 0.77619}
{"mode": "train", "epoch": 2, "iter": 250, "lr": 0.0001, "memory": 13576, "data_time": 0.02903, "loss_rpn_cls": 0.03799, "loss_rpn_bbox": 0.05763, "loss_cls": 0.25571, "acc": 91.29932, "loss_bbox": 0.31006, "loss_mask": 0.29988, "loss": 0.96126, "time": 0.76599}
{"mode": "train", "epoch": 2, "iter": 300, "lr": 0.0001, "memory": 13576, "data_time": 0.03304, "loss_rpn_cls": 0.03921, "loss_rpn_bbox": 0.05901, "loss_cls": 0.25518, "acc": 91.32861, "loss_bbox": 0.30604, "loss_mask": 0.30492, "loss": 0.96436, "time": 0.76337}
{"mode": "train", "epoch": 2, "iter": 350, "lr": 0.0001, "memory": 13576, "data_time": 0.02963, "loss_rpn_cls": 0.04214, "loss_rpn_bbox": 0.06037, "loss_cls": 0.26083, "acc": 91.16724, "loss_bbox": 0.31354, "loss_mask": 0.30447, "loss": 0.98135, "time": 0.81169}
{"mode": "train", "epoch": 2, "iter": 400, "lr": 0.0001, "memory": 13576, "data_time": 0.03469, "loss_rpn_cls": 0.03778, "loss_rpn_bbox": 0.05588, "loss_cls": 0.26359, "acc": 91.13428, "loss_bbox": 0.31057, "loss_mask": 0.30069, "loss": 0.96851, "time": 0.77349}
{"mode": "train", "epoch": 2, "iter": 450, "lr": 0.0001, "memory": 13576, "data_time": 0.02768, "loss_rpn_cls": 0.03888, "loss_rpn_bbox": 0.05561, "loss_cls": 0.24441, "acc": 91.80151, "loss_bbox": 0.29629, "loss_mask": 0.29792, "loss": 0.93312, "time": 0.76929}
{"mode": "train", "epoch": 2, "iter": 500, "lr": 0.0001, "memory": 13576, "data_time": 0.0354, "loss_rpn_cls": 0.04127, "loss_rpn_bbox": 0.06075, "loss_cls": 0.26112, "acc": 91.13745, "loss_bbox": 0.31422, "loss_mask": 0.30454, "loss": 0.9819, "time": 0.87433}
{"mode": "train", "epoch": 2, "iter": 550, "lr": 0.0001, "memory": 13576, "data_time": 0.03774, "loss_rpn_cls": 0.03825, "loss_rpn_bbox": 0.0579, "loss_cls": 0.25426, "acc": 91.50854, "loss_bbox": 0.30005, "loss_mask": 0.29736, "loss": 0.94781, "time": 0.76295}
{"mode": "train", "epoch": 2, "iter": 600, "lr": 0.0001, "memory": 13576, "data_time": 0.03157, "loss_rpn_cls": 0.03917, "loss_rpn_bbox": 0.06111, "loss_cls": 0.26306, "acc": 91.17285, "loss_bbox": 0.32132, "loss_mask": 0.30654, "loss": 0.99119, "time": 0.81046}
{"mode": "train", "epoch": 2, "iter": 650, "lr": 0.0001, "memory": 13576, "data_time": 0.03534, "loss_rpn_cls": 0.03745, "loss_rpn_bbox": 0.05766, "loss_cls": 0.25237, "acc": 91.41138, "loss_bbox": 0.30559, "loss_mask": 0.29469, "loss": 0.94776, "time": 0.81891}
{"mode": "train", "epoch": 2, "iter": 700, "lr": 0.0001, "memory": 13576, "data_time": 0.03122, "loss_rpn_cls": 0.03729, "loss_rpn_bbox": 0.05459, "loss_cls": 0.24556, "acc": 91.69067, "loss_bbox": 0.29595, "loss_mask": 0.29335, "loss": 0.92673, "time": 0.76983}
{"mode": "train", "epoch": 2, "iter": 750, "lr": 0.0001, "memory": 13576, "data_time": 0.03706, "loss_rpn_cls": 0.03786, "loss_rpn_bbox": 0.06027, "loss_cls": 0.27174, "acc": 90.87915, "loss_bbox": 0.32014, "loss_mask": 0.30391, "loss": 0.99392, "time": 0.86805}
{"mode": "train", "epoch": 2, "iter": 800, "lr": 0.0001, "memory": 13576, "data_time": 0.03249, "loss_rpn_cls": 0.03627, "loss_rpn_bbox": 0.05812, "loss_cls": 0.25805, "acc": 91.36548, "loss_bbox": 0.30667, "loss_mask": 0.30043, "loss": 0.95953, "time": 0.76828}
{"mode": "train", "epoch": 2, "iter": 850, "lr": 0.0001, "memory": 13576, "data_time": 0.02956, "loss_rpn_cls": 0.03663, "loss_rpn_bbox": 0.05862, "loss_cls": 0.25874, "acc": 91.30273, "loss_bbox": 0.31503, "loss_mask": 0.29969, "loss": 0.96872, "time": 0.82927}
{"mode": "train", "epoch": 2, "iter": 900, "lr": 0.0001, "memory": 13576, "data_time": 0.03361, "loss_rpn_cls": 0.037, "loss_rpn_bbox": 0.05553, "loss_cls": 0.2542, "acc": 91.37573, "loss_bbox": 0.30796, "loss_mask": 0.3019, "loss": 0.9566, "time": 0.80654}
{"mode": "train", "epoch": 2, "iter": 950, "lr": 0.0001, "memory": 13576, "data_time": 0.03164, "loss_rpn_cls": 0.03805, "loss_rpn_bbox": 0.05778, "loss_cls": 0.25409, "acc": 91.42944, "loss_bbox": 0.30888, "loss_mask": 0.30115, "loss": 0.95995, "time": 0.76987}
{"mode": "train", "epoch": 2, "iter": 1000, "lr": 0.0001, "memory": 13576, "data_time": 0.03136, "loss_rpn_cls": 0.0389, "loss_rpn_bbox": 0.05737, "loss_cls": 0.25725, "acc": 91.24292, "loss_bbox": 0.31212, "loss_mask": 0.29836, "loss": 0.96399, "time": 0.76547}
{"mode": "train", "epoch": 2, "iter": 1050, "lr": 0.0001, "memory": 13576, "data_time": 0.03765, "loss_rpn_cls": 0.03782, "loss_rpn_bbox": 0.05459, "loss_cls": 0.24207, "acc": 91.83545, "loss_bbox": 0.29007, "loss_mask": 0.29221, "loss": 0.91676, "time": 0.85144}
{"mode": "train", "epoch": 2, "iter": 1100, "lr": 0.0001, "memory": 13576, "data_time": 0.03811, "loss_rpn_cls": 0.03902, "loss_rpn_bbox": 0.0582, "loss_cls": 0.25402, "acc": 91.29443, "loss_bbox": 0.31205, "loss_mask": 0.30725, "loss": 0.97053, "time": 0.8371}
{"mode": "train", "epoch": 2, "iter": 1150, "lr": 0.0001, "memory": 13576, "data_time": 0.03563, "loss_rpn_cls": 0.03795, "loss_rpn_bbox": 0.05586, "loss_cls": 0.25607, "acc": 91.2854, "loss_bbox": 0.3068, "loss_mask": 0.30439, "loss": 0.96107, "time": 0.76999}
{"mode": "train", "epoch": 2, "iter": 1200, "lr": 0.0001, "memory": 13576, "data_time": 0.03698, "loss_rpn_cls": 0.03611, "loss_rpn_bbox": 0.05851, "loss_cls": 0.25908, "acc": 91.37598, "loss_bbox": 0.30666, "loss_mask": 0.30085, "loss": 0.96121, "time": 0.77127}
{"mode": "train", "epoch": 2, "iter": 1250, "lr": 0.0001, "memory": 13576, "data_time": 0.03519, "loss_rpn_cls": 0.0368, "loss_rpn_bbox": 0.05933, "loss_cls": 0.26707, "acc": 91.08691, "loss_bbox": 0.31424, "loss_mask": 0.30978, "loss": 0.98722, "time": 0.85742}
{"mode": "train", "epoch": 2, "iter": 1300, "lr": 0.0001, "memory": 13576, "data_time": 0.03976, "loss_rpn_cls": 0.04048, "loss_rpn_bbox": 0.0606, "loss_cls": 0.25425, "acc": 91.36304, "loss_bbox": 0.30958, "loss_mask": 0.29769, "loss": 0.96261, "time": 0.87565}
{"mode": "train", "epoch": 2, "iter": 1350, "lr": 0.0001, "memory": 13576, "data_time": 0.02919, "loss_rpn_cls": 0.04035, "loss_rpn_bbox": 0.06055, "loss_cls": 0.24704, "acc": 91.63989, "loss_bbox": 0.3039, "loss_mask": 0.29778, "loss": 0.94962, "time": 0.82456}
{"mode": "train", "epoch": 2, "iter": 1400, "lr": 0.0001, "memory": 13576, "data_time": 0.03739, "loss_rpn_cls": 0.0387, "loss_rpn_bbox": 0.05766, "loss_cls": 0.25904, "acc": 91.25, "loss_bbox": 0.30896, "loss_mask": 0.30001, "loss": 0.96437, "time": 0.77229}
{"mode": "train", "epoch": 2, "iter": 1450, "lr": 0.0001, "memory": 13576, "data_time": 0.03824, "loss_rpn_cls": 0.04053, "loss_rpn_bbox": 0.05992, "loss_cls": 0.25273, "acc": 91.48901, "loss_bbox": 0.30818, "loss_mask": 0.30053, "loss": 0.96188, "time": 0.7779}
{"mode": "train", "epoch": 2, "iter": 1500, "lr": 0.0001, "memory": 13576, "data_time": 0.03511, "loss_rpn_cls": 0.03647, "loss_rpn_bbox": 0.0577, "loss_cls": 0.25892, "acc": 91.19165, "loss_bbox": 0.30965, "loss_mask": 0.30399, "loss": 0.96673, "time": 0.81493}
{"mode": "train", "epoch": 2, "iter": 1550, "lr": 0.0001, "memory": 13576, "data_time": 0.03609, "loss_rpn_cls": 0.03756, "loss_rpn_bbox": 0.05693, "loss_cls": 0.24654, "acc": 91.62427, "loss_bbox": 0.30237, "loss_mask": 0.29272, "loss": 0.93612, "time": 0.76717}
{"mode": "train", "epoch": 2, "iter": 1600, "lr": 0.0001, "memory": 13576, "data_time": 0.0314, "loss_rpn_cls": 0.03526, "loss_rpn_bbox": 0.05248, "loss_cls": 0.24998, "acc": 91.60449, "loss_bbox": 0.3007, "loss_mask": 0.28987, "loss": 0.9283, "time": 0.75997}
{"mode": "train", "epoch": 2, "iter": 1650, "lr": 0.0001, "memory": 13576, "data_time": 0.04719, "loss_rpn_cls": 0.0394, "loss_rpn_bbox": 0.05788, "loss_cls": 0.2556, "acc": 91.33057, "loss_bbox": 0.30796, "loss_mask": 0.30138, "loss": 0.96223, "time": 0.88437}
{"mode": "train", "epoch": 2, "iter": 1700, "lr": 0.0001, "memory": 13576, "data_time": 0.04, "loss_rpn_cls": 0.03475, "loss_rpn_bbox": 0.05504, "loss_cls": 0.25501, "acc": 91.323, "loss_bbox": 0.3043, "loss_mask": 0.29385, "loss": 0.94294, "time": 0.76596}
{"mode": "train", "epoch": 2, "iter": 1750, "lr": 0.0001, "memory": 13576, "data_time": 0.03759, "loss_rpn_cls": 0.03743, "loss_rpn_bbox": 0.05609, "loss_cls": 0.24053, "acc": 91.71313, "loss_bbox": 0.29087, "loss_mask": 0.2945, "loss": 0.91941, "time": 0.76033}
{"mode": "train", "epoch": 2, "iter": 1800, "lr": 0.0001, "memory": 13576, "data_time": 0.03792, "loss_rpn_cls": 0.03926, "loss_rpn_bbox": 0.05651, "loss_cls": 0.24756, "acc": 91.49048, "loss_bbox": 0.29886, "loss_mask": 0.29537, "loss": 0.93756, "time": 0.86003}
{"mode": "train", "epoch": 2, "iter": 1850, "lr": 0.0001, "memory": 13576, "data_time": 0.03548, "loss_rpn_cls": 0.03281, "loss_rpn_bbox": 0.0539, "loss_cls": 0.24366, "acc": 91.78101, "loss_bbox": 0.29529, "loss_mask": 0.28663, "loss": 0.91229, "time": 0.80792}
{"mode": "train", "epoch": 2, "iter": 1900, "lr": 0.0001, "memory": 13576, "data_time": 0.03921, "loss_rpn_cls": 0.03927, "loss_rpn_bbox": 0.05936, "loss_cls": 0.26083, "acc": 91.1814, "loss_bbox": 0.31617, "loss_mask": 0.30701, "loss": 0.98265, "time": 0.89302}
{"mode": "train", "epoch": 2, "iter": 1950, "lr": 0.0001, "memory": 13576, "data_time": 0.03491, "loss_rpn_cls": 0.03573, "loss_rpn_bbox": 0.05475, "loss_cls": 0.24727, "acc": 91.65723, "loss_bbox": 0.29448, "loss_mask": 0.29892, "loss": 0.93114, "time": 0.77137}
{"mode": "train", "epoch": 2, "iter": 2000, "lr": 0.0001, "memory": 13576, "data_time": 0.03483, "loss_rpn_cls": 0.03819, "loss_rpn_bbox": 0.05766, "loss_cls": 0.2588, "acc": 91.31274, "loss_bbox": 0.30217, "loss_mask": 0.30285, "loss": 0.95967, "time": 0.77255}
{"mode": "train", "epoch": 2, "iter": 2050, "lr": 0.0001, "memory": 13576, "data_time": 0.03333, "loss_rpn_cls": 0.03629, "loss_rpn_bbox": 0.05796, "loss_cls": 0.25229, "acc": 91.41235, "loss_bbox": 0.30556, "loss_mask": 0.30227, "loss": 0.95437, "time": 0.7712}
{"mode": "train", "epoch": 2, "iter": 2100, "lr": 0.0001, "memory": 13576, "data_time": 0.03968, "loss_rpn_cls": 0.03834, "loss_rpn_bbox": 0.05635, "loss_cls": 0.24666, "acc": 91.68823, "loss_bbox": 0.29983, "loss_mask": 0.30177, "loss": 0.94296, "time": 0.76689}
{"mode": "train", "epoch": 2, "iter": 2150, "lr": 0.0001, "memory": 13576, "data_time": 0.03389, "loss_rpn_cls": 0.03521, "loss_rpn_bbox": 0.05604, "loss_cls": 0.25491, "acc": 91.29761, "loss_bbox": 0.30722, "loss_mask": 0.29927, "loss": 0.95265, "time": 0.8044}
{"mode": "train", "epoch": 2, "iter": 2200, "lr": 0.0001, "memory": 13576, "data_time": 0.0345, "loss_rpn_cls": 0.03775, "loss_rpn_bbox": 0.05583, "loss_cls": 0.25996, "acc": 91.39868, "loss_bbox": 0.30862, "loss_mask": 0.29994, "loss": 0.9621, "time": 0.87583}
{"mode": "train", "epoch": 2, "iter": 2250, "lr": 0.0001, "memory": 13576, "data_time": 0.04399, "loss_rpn_cls": 0.03587, "loss_rpn_bbox": 0.05552, "loss_cls": 0.24973, "acc": 91.55786, "loss_bbox": 0.30699, "loss_mask": 0.30034, "loss": 0.94844, "time": 0.76961}
{"mode": "train", "epoch": 2, "iter": 2300, "lr": 0.0001, "memory": 13576, "data_time": 0.03127, "loss_rpn_cls": 0.03642, "loss_rpn_bbox": 0.05599, "loss_cls": 0.24975, "acc": 91.36353, "loss_bbox": 0.30541, "loss_mask": 0.29958, "loss": 0.94715, "time": 0.76697}
{"mode": "train", "epoch": 2, "iter": 2350, "lr": 0.0001, "memory": 13576, "data_time": 0.03321, "loss_rpn_cls": 0.03554, "loss_rpn_bbox": 0.05526, "loss_cls": 0.25119, "acc": 91.52002, "loss_bbox": 0.29979, "loss_mask": 0.29141, "loss": 0.9332, "time": 0.81985}
{"mode": "train", "epoch": 2, "iter": 2400, "lr": 0.0001, "memory": 13576, "data_time": 0.03878, "loss_rpn_cls": 0.03662, "loss_rpn_bbox": 0.05425, "loss_cls": 0.24152, "acc": 91.82935, "loss_bbox": 0.2931, "loss_mask": 0.29376, "loss": 0.91926, "time": 0.8544}
{"mode": "train", "epoch": 2, "iter": 2450, "lr": 0.0001, "memory": 13576, "data_time": 0.04273, "loss_rpn_cls": 0.03721, "loss_rpn_bbox": 0.05735, "loss_cls": 0.25029, "acc": 91.44775, "loss_bbox": 0.30225, "loss_mask": 0.30062, "loss": 0.94772, "time": 0.81961}
{"mode": "train", "epoch": 2, "iter": 2500, "lr": 0.0001, "memory": 13576, "data_time": 0.0349, "loss_rpn_cls": 0.03389, "loss_rpn_bbox": 0.05493, "loss_cls": 0.24133, "acc": 91.78418, "loss_bbox": 0.29795, "loss_mask": 0.28962, "loss": 0.91772, "time": 0.81526}
{"mode": "train", "epoch": 2, "iter": 2550, "lr": 0.0001, "memory": 13576, "data_time": 0.03998, "loss_rpn_cls": 0.03752, "loss_rpn_bbox": 0.05582, "loss_cls": 0.24503, "acc": 91.67212, "loss_bbox": 0.29579, "loss_mask": 0.29064, "loss": 0.9248, "time": 0.77788}
{"mode": "train", "epoch": 2, "iter": 2600, "lr": 0.0001, "memory": 13576, "data_time": 0.03661, "loss_rpn_cls": 0.03479, "loss_rpn_bbox": 0.0523, "loss_cls": 0.24322, "acc": 91.76636, "loss_bbox": 0.29516, "loss_mask": 0.29205, "loss": 0.91751, "time": 0.76439}
{"mode": "train", "epoch": 2, "iter": 2650, "lr": 0.0001, "memory": 13576, "data_time": 0.03269, "loss_rpn_cls": 0.04086, "loss_rpn_bbox": 0.05951, "loss_cls": 0.25374, "acc": 91.48242, "loss_bbox": 0.30746, "loss_mask": 0.29747, "loss": 0.95904, "time": 0.7681}
{"mode": "train", "epoch": 2, "iter": 2700, "lr": 0.0001, "memory": 13576, "data_time": 0.03167, "loss_rpn_cls": 0.03796, "loss_rpn_bbox": 0.05719, "loss_cls": 0.25329, "acc": 91.37427, "loss_bbox": 0.30794, "loss_mask": 0.29814, "loss": 0.95452, "time": 0.76694}
{"mode": "train", "epoch": 2, "iter": 2750, "lr": 0.0001, "memory": 13576, "data_time": 0.03614, "loss_rpn_cls": 0.03766, "loss_rpn_bbox": 0.06096, "loss_cls": 0.26056, "acc": 90.99292, "loss_bbox": 0.31397, "loss_mask": 0.29524, "loss": 0.96838, "time": 0.80818}
{"mode": "train", "epoch": 2, "iter": 2800, "lr": 0.0001, "memory": 13576, "data_time": 0.03441, "loss_rpn_cls": 0.03622, "loss_rpn_bbox": 0.05642, "loss_cls": 0.24831, "acc": 91.6377, "loss_bbox": 0.29625, "loss_mask": 0.28937, "loss": 0.92658, "time": 0.82739}
{"mode": "train", "epoch": 2, "iter": 2850, "lr": 0.0001, "memory": 13576, "data_time": 0.03817, "loss_rpn_cls": 0.03546, "loss_rpn_bbox": 0.05581, "loss_cls": 0.24967, "acc": 91.5271, "loss_bbox": 0.30254, "loss_mask": 0.29451, "loss": 0.93798, "time": 0.81093}
{"mode": "train", "epoch": 2, "iter": 2900, "lr": 0.0001, "memory": 13576, "data_time": 0.03264, "loss_rpn_cls": 0.03758, "loss_rpn_bbox": 0.05622, "loss_cls": 0.24209, "acc": 91.64624, "loss_bbox": 0.29845, "loss_mask": 0.29529, "loss": 0.92961, "time": 0.80578}
{"mode": "train", "epoch": 2, "iter": 2950, "lr": 0.0001, "memory": 13576, "data_time": 0.03377, "loss_rpn_cls": 0.03714, "loss_rpn_bbox": 0.05596, "loss_cls": 0.24139, "acc": 91.60107, "loss_bbox": 0.29536, "loss_mask": 0.29843, "loss": 0.92828, "time": 0.86332}
{"mode": "train", "epoch": 2, "iter": 3000, "lr": 0.0001, "memory": 13576, "data_time": 0.03645, "loss_rpn_cls": 0.03961, "loss_rpn_bbox": 0.05958, "loss_cls": 0.24883, "acc": 91.40088, "loss_bbox": 0.30625, "loss_mask": 0.28793, "loss": 0.9422, "time": 0.77445}
{"mode": "train", "epoch": 2, "iter": 3050, "lr": 0.0001, "memory": 13576, "data_time": 0.03819, "loss_rpn_cls": 0.03643, "loss_rpn_bbox": 0.05562, "loss_cls": 0.24229, "acc": 91.76099, "loss_bbox": 0.29084, "loss_mask": 0.29551, "loss": 0.92069, "time": 0.89772}
{"mode": "train", "epoch": 2, "iter": 3100, "lr": 0.0001, "memory": 13576, "data_time": 0.04202, "loss_rpn_cls": 0.03565, "loss_rpn_bbox": 0.05452, "loss_cls": 0.25145, "acc": 91.42603, "loss_bbox": 0.30549, "loss_mask": 0.29461, "loss": 0.94171, "time": 0.76455}
{"mode": "train", "epoch": 2, "iter": 3150, "lr": 0.0001, "memory": 13576, "data_time": 0.03757, "loss_rpn_cls": 0.03576, "loss_rpn_bbox": 0.0553, "loss_cls": 0.25108, "acc": 91.37109, "loss_bbox": 0.30667, "loss_mask": 0.29325, "loss": 0.94206, "time": 0.76638}
{"mode": "train", "epoch": 2, "iter": 3200, "lr": 0.0001, "memory": 13576, "data_time": 0.0408, "loss_rpn_cls": 0.03855, "loss_rpn_bbox": 0.05622, "loss_cls": 0.25416, "acc": 91.36084, "loss_bbox": 0.30595, "loss_mask": 0.29523, "loss": 0.95012, "time": 0.76178}
{"mode": "train", "epoch": 2, "iter": 3250, "lr": 0.0001, "memory": 13576, "data_time": 0.03315, "loss_rpn_cls": 0.03347, "loss_rpn_bbox": 0.05407, "loss_cls": 0.25066, "acc": 91.47949, "loss_bbox": 0.30492, "loss_mask": 0.29441, "loss": 0.93752, "time": 0.76502}
{"mode": "train", "epoch": 2, "iter": 3300, "lr": 0.0001, "memory": 13576, "data_time": 0.03393, "loss_rpn_cls": 0.03653, "loss_rpn_bbox": 0.05532, "loss_cls": 0.24673, "acc": 91.54395, "loss_bbox": 0.30684, "loss_mask": 0.29536, "loss": 0.94078, "time": 0.81119}
{"mode": "train", "epoch": 2, "iter": 3350, "lr": 0.0001, "memory": 13576, "data_time": 0.0406, "loss_rpn_cls": 0.03824, "loss_rpn_bbox": 0.05985, "loss_cls": 0.24908, "acc": 91.39136, "loss_bbox": 0.30473, "loss_mask": 0.29783, "loss": 0.94973, "time": 0.8201}
{"mode": "train", "epoch": 2, "iter": 3400, "lr": 0.0001, "memory": 13576, "data_time": 0.03411, "loss_rpn_cls": 0.03625, "loss_rpn_bbox": 0.05811, "loss_cls": 0.24904, "acc": 91.45142, "loss_bbox": 0.30762, "loss_mask": 0.29675, "loss": 0.94777, "time": 0.77257}
{"mode": "train", "epoch": 2, "iter": 3450, "lr": 0.0001, "memory": 13576, "data_time": 0.03344, "loss_rpn_cls": 0.03384, "loss_rpn_bbox": 0.0584, "loss_cls": 0.24957, "acc": 91.5625, "loss_bbox": 0.29738, "loss_mask": 0.29104, "loss": 0.93023, "time": 0.85257}
{"mode": "train", "epoch": 2, "iter": 3500, "lr": 0.0001, "memory": 13576, "data_time": 0.03247, "loss_rpn_cls": 0.03392, "loss_rpn_bbox": 0.05711, "loss_cls": 0.24597, "acc": 91.50317, "loss_bbox": 0.30139, "loss_mask": 0.29614, "loss": 0.93453, "time": 0.8109}
{"mode": "train", "epoch": 2, "iter": 3550, "lr": 0.0001, "memory": 13576, "data_time": 0.03898, "loss_rpn_cls": 0.03691, "loss_rpn_bbox": 0.0559, "loss_cls": 0.24584, "acc": 91.46265, "loss_bbox": 0.3008, "loss_mask": 0.28872, "loss": 0.92816, "time": 0.81182}
{"mode": "train", "epoch": 2, "iter": 3600, "lr": 0.0001, "memory": 13576, "data_time": 0.0366, "loss_rpn_cls": 0.0371, "loss_rpn_bbox": 0.05453, "loss_cls": 0.25379, "acc": 91.44604, "loss_bbox": 0.30049, "loss_mask": 0.29001, "loss": 0.93592, "time": 0.86239}
{"mode": "train", "epoch": 2, "iter": 3650, "lr": 0.0001, "memory": 13576, "data_time": 0.03277, "loss_rpn_cls": 0.03882, "loss_rpn_bbox": 0.05507, "loss_cls": 0.24699, "acc": 91.53833, "loss_bbox": 0.29919, "loss_mask": 0.29274, "loss": 0.93281, "time": 0.76402}
{"mode": "train", "epoch": 2, "iter": 3700, "lr": 0.0001, "memory": 13576, "data_time": 0.03902, "loss_rpn_cls": 0.0368, "loss_rpn_bbox": 0.05676, "loss_cls": 0.25229, "acc": 91.4729, "loss_bbox": 0.30596, "loss_mask": 0.29202, "loss": 0.94383, "time": 0.76859}
{"mode": "train", "epoch": 2, "iter": 3750, "lr": 0.0001, "memory": 13576, "data_time": 0.03975, "loss_rpn_cls": 0.03898, "loss_rpn_bbox": 0.05876, "loss_cls": 0.24475, "acc": 91.55664, "loss_bbox": 0.30025, "loss_mask": 0.29383, "loss": 0.93658, "time": 0.76816}
{"mode": "train", "epoch": 2, "iter": 3800, "lr": 0.0001, "memory": 13576, "data_time": 0.03385, "loss_rpn_cls": 0.0328, "loss_rpn_bbox": 0.05177, "loss_cls": 0.23906, "acc": 91.94312, "loss_bbox": 0.28559, "loss_mask": 0.2857, "loss": 0.89494, "time": 0.77021}
{"mode": "train", "epoch": 2, "iter": 3850, "lr": 0.0001, "memory": 13576, "data_time": 0.03136, "loss_rpn_cls": 0.03623, "loss_rpn_bbox": 0.05687, "loss_cls": 0.243, "acc": 91.771, "loss_bbox": 0.28628, "loss_mask": 0.29205, "loss": 0.91442, "time": 0.81045}
{"mode": "train", "epoch": 2, "iter": 3900, "lr": 0.0001, "memory": 13576, "data_time": 0.03031, "loss_rpn_cls": 0.03372, "loss_rpn_bbox": 0.05432, "loss_cls": 0.24698, "acc": 91.63403, "loss_bbox": 0.29318, "loss_mask": 0.29408, "loss": 0.92228, "time": 0.76709}
{"mode": "train", "epoch": 2, "iter": 3950, "lr": 0.0001, "memory": 13576, "data_time": 0.03405, "loss_rpn_cls": 0.03318, "loss_rpn_bbox": 0.05594, "loss_cls": 0.25228, "acc": 91.43408, "loss_bbox": 0.30316, "loss_mask": 0.29468, "loss": 0.93924, "time": 0.76788}
{"mode": "train", "epoch": 2, "iter": 4000, "lr": 0.0001, "memory": 13576, "data_time": 0.03569, "loss_rpn_cls": 0.03582, "loss_rpn_bbox": 0.05164, "loss_cls": 0.24403, "acc": 91.74805, "loss_bbox": 0.28943, "loss_mask": 0.2959, "loss": 0.91682, "time": 0.857}
{"mode": "train", "epoch": 2, "iter": 4050, "lr": 0.0001, "memory": 13576, "data_time": 0.03774, "loss_rpn_cls": 0.03384, "loss_rpn_bbox": 0.05492, "loss_cls": 0.23612, "acc": 92.00269, "loss_bbox": 0.28176, "loss_mask": 0.28447, "loss": 0.89112, "time": 0.81724}
{"mode": "train", "epoch": 2, "iter": 4100, "lr": 0.0001, "memory": 13576, "data_time": 0.03845, "loss_rpn_cls": 0.03656, "loss_rpn_bbox": 0.05449, "loss_cls": 0.23936, "acc": 91.69824, "loss_bbox": 0.29594, "loss_mask": 0.28882, "loss": 0.91517, "time": 0.88049}
{"mode": "train", "epoch": 2, "iter": 4150, "lr": 0.0001, "memory": 13576, "data_time": 0.03163, "loss_rpn_cls": 0.03487, "loss_rpn_bbox": 0.0577, "loss_cls": 0.24079, "acc": 91.66211, "loss_bbox": 0.29339, "loss_mask": 0.28907, "loss": 0.91582, "time": 0.85682}
{"mode": "train", "epoch": 2, "iter": 4200, "lr": 0.0001, "memory": 13576, "data_time": 0.03187, "loss_rpn_cls": 0.03526, "loss_rpn_bbox": 0.05296, "loss_cls": 0.25395, "acc": 91.47485, "loss_bbox": 0.29894, "loss_mask": 0.28828, "loss": 0.92939, "time": 0.76336}
{"mode": "train", "epoch": 2, "iter": 4250, "lr": 0.0001, "memory": 13576, "data_time": 0.03562, "loss_rpn_cls": 0.0335, "loss_rpn_bbox": 0.05595, "loss_cls": 0.25145, "acc": 91.36768, "loss_bbox": 0.30686, "loss_mask": 0.28427, "loss": 0.93203, "time": 0.77501}
{"mode": "train", "epoch": 2, "iter": 4300, "lr": 0.0001, "memory": 13576, "data_time": 0.03792, "loss_rpn_cls": 0.03467, "loss_rpn_bbox": 0.05297, "loss_cls": 0.24165, "acc": 91.69653, "loss_bbox": 0.29611, "loss_mask": 0.2841, "loss": 0.90949, "time": 0.77305}
{"mode": "train", "epoch": 2, "iter": 4350, "lr": 0.0001, "memory": 13576, "data_time": 0.03174, "loss_rpn_cls": 0.03511, "loss_rpn_bbox": 0.05194, "loss_cls": 0.24706, "acc": 91.65186, "loss_bbox": 0.29429, "loss_mask": 0.28861, "loss": 0.91701, "time": 0.77044}
{"mode": "train", "epoch": 2, "iter": 4400, "lr": 0.0001, "memory": 13576, "data_time": 0.04143, "loss_rpn_cls": 0.03425, "loss_rpn_bbox": 0.05286, "loss_cls": 0.24598, "acc": 91.73413, "loss_bbox": 0.29025, "loss_mask": 0.28714, "loss": 0.91048, "time": 0.77074}
{"mode": "train", "epoch": 2, "iter": 4450, "lr": 0.0001, "memory": 13576, "data_time": 0.03334, "loss_rpn_cls": 0.03288, "loss_rpn_bbox": 0.05083, "loss_cls": 0.23289, "acc": 92.17114, "loss_bbox": 0.2754, "loss_mask": 0.27871, "loss": 0.87071, "time": 0.803}
{"mode": "train", "epoch": 2, "iter": 4500, "lr": 0.0001, "memory": 13576, "data_time": 0.03308, "loss_rpn_cls": 0.03335, "loss_rpn_bbox": 0.05426, "loss_cls": 0.23552, "acc": 92.07959, "loss_bbox": 0.28458, "loss_mask": 0.29005, "loss": 0.89776, "time": 0.76001}
{"mode": "train", "epoch": 2, "iter": 4550, "lr": 0.0001, "memory": 13576, "data_time": 0.0306, "loss_rpn_cls": 0.03365, "loss_rpn_bbox": 0.05399, "loss_cls": 0.24333, "acc": 91.81714, "loss_bbox": 0.28944, "loss_mask": 0.2893, "loss": 0.9097, "time": 0.77273}
{"mode": "train", "epoch": 2, "iter": 4600, "lr": 0.0001, "memory": 13576, "data_time": 0.0404, "loss_rpn_cls": 0.03319, "loss_rpn_bbox": 0.05614, "loss_cls": 0.24167, "acc": 91.7937, "loss_bbox": 0.29658, "loss_mask": 0.29396, "loss": 0.92155, "time": 0.8551}
{"mode": "train", "epoch": 2, "iter": 4650, "lr": 0.0001, "memory": 13576, "data_time": 0.03633, "loss_rpn_cls": 0.03618, "loss_rpn_bbox": 0.05532, "loss_cls": 0.25491, "acc": 91.29468, "loss_bbox": 0.30609, "loss_mask": 0.28958, "loss": 0.94208, "time": 0.83953}
{"mode": "train", "epoch": 2, "iter": 4700, "lr": 0.0001, "memory": 13576, "data_time": 0.03526, "loss_rpn_cls": 0.03335, "loss_rpn_bbox": 0.05165, "loss_cls": 0.24231, "acc": 91.75244, "loss_bbox": 0.29239, "loss_mask": 0.28515, "loss": 0.90486, "time": 0.8031}
{"mode": "train", "epoch": 2, "iter": 4750, "lr": 0.0001, "memory": 13576, "data_time": 0.03537, "loss_rpn_cls": 0.03782, "loss_rpn_bbox": 0.0549, "loss_cls": 0.24303, "acc": 91.77612, "loss_bbox": 0.29073, "loss_mask": 0.29309, "loss": 0.91957, "time": 0.90686}
{"mode": "train", "epoch": 2, "iter": 4800, "lr": 0.0001, "memory": 13576, "data_time": 0.03397, "loss_rpn_cls": 0.03497, "loss_rpn_bbox": 0.05514, "loss_cls": 0.23803, "acc": 91.87305, "loss_bbox": 0.28816, "loss_mask": 0.28547, "loss": 0.90178, "time": 0.76684}
{"mode": "train", "epoch": 2, "iter": 4850, "lr": 0.0001, "memory": 13576, "data_time": 0.03315, "loss_rpn_cls": 0.03536, "loss_rpn_bbox": 0.0549, "loss_cls": 0.2521, "acc": 91.44043, "loss_bbox": 0.29489, "loss_mask": 0.28653, "loss": 0.92378, "time": 0.76876}
{"mode": "train", "epoch": 2, "iter": 4900, "lr": 0.0001, "memory": 13576, "data_time": 0.03872, "loss_rpn_cls": 0.03702, "loss_rpn_bbox": 0.05412, "loss_cls": 0.23908, "acc": 91.87671, "loss_bbox": 0.28747, "loss_mask": 0.28881, "loss": 0.9065, "time": 0.76394}
{"mode": "train", "epoch": 2, "iter": 4950, "lr": 0.0001, "memory": 13576, "data_time": 0.03234, "loss_rpn_cls": 0.03252, "loss_rpn_bbox": 0.05228, "loss_cls": 0.24281, "acc": 91.70435, "loss_bbox": 0.29247, "loss_mask": 0.28369, "loss": 0.90376, "time": 0.76275}
{"mode": "train", "epoch": 2, "iter": 5000, "lr": 0.0001, "memory": 13576, "data_time": 0.03419, "loss_rpn_cls": 0.03351, "loss_rpn_bbox": 0.05621, "loss_cls": 0.24363, "acc": 91.53271, "loss_bbox": 0.3, "loss_mask": 0.28709, "loss": 0.92044, "time": 0.76674}
{"mode": "train", "epoch": 2, "iter": 5050, "lr": 0.0001, "memory": 13576, "data_time": 0.03344, "loss_rpn_cls": 0.03145, "loss_rpn_bbox": 0.05317, "loss_cls": 0.23416, "acc": 92.0481, "loss_bbox": 0.29078, "loss_mask": 0.28612, "loss": 0.89568, "time": 0.76924}
{"mode": "train", "epoch": 2, "iter": 5100, "lr": 0.0001, "memory": 13576, "data_time": 0.03369, "loss_rpn_cls": 0.03755, "loss_rpn_bbox": 0.05381, "loss_cls": 0.23619, "acc": 92.03906, "loss_bbox": 0.28062, "loss_mask": 0.28481, "loss": 0.89298, "time": 0.80584}
{"mode": "train", "epoch": 2, "iter": 5150, "lr": 0.0001, "memory": 13576, "data_time": 0.03802, "loss_rpn_cls": 0.03234, "loss_rpn_bbox": 0.05273, "loss_cls": 0.23684, "acc": 91.86499, "loss_bbox": 0.28742, "loss_mask": 0.28522, "loss": 0.89456, "time": 0.81317}
{"mode": "train", "epoch": 2, "iter": 5200, "lr": 0.0001, "memory": 13576, "data_time": 0.0349, "loss_rpn_cls": 0.03696, "loss_rpn_bbox": 0.05573, "loss_cls": 0.23251, "acc": 92.09497, "loss_bbox": 0.28261, "loss_mask": 0.28359, "loss": 0.8914, "time": 0.76212}
{"mode": "train", "epoch": 2, "iter": 5250, "lr": 0.0001, "memory": 13576, "data_time": 0.03275, "loss_rpn_cls": 0.03109, "loss_rpn_bbox": 0.05123, "loss_cls": 0.22417, "acc": 92.30469, "loss_bbox": 0.2756, "loss_mask": 0.28065, "loss": 0.86273, "time": 0.91936}
{"mode": "train", "epoch": 2, "iter": 5300, "lr": 0.0001, "memory": 13576, "data_time": 0.0372, "loss_rpn_cls": 0.03293, "loss_rpn_bbox": 0.05314, "loss_cls": 0.24217, "acc": 91.75488, "loss_bbox": 0.29272, "loss_mask": 0.28514, "loss": 0.9061, "time": 0.81193}
{"mode": "train", "epoch": 2, "iter": 5350, "lr": 0.0001, "memory": 13576, "data_time": 0.033, "loss_rpn_cls": 0.03099, "loss_rpn_bbox": 0.05057, "loss_cls": 0.23605, "acc": 91.88599, "loss_bbox": 0.28937, "loss_mask": 0.27953, "loss": 0.88651, "time": 0.81268}
{"mode": "train", "epoch": 2, "iter": 5400, "lr": 0.0001, "memory": 13576, "data_time": 0.02983, "loss_rpn_cls": 0.03087, "loss_rpn_bbox": 0.05293, "loss_cls": 0.23967, "acc": 91.79639, "loss_bbox": 0.29343, "loss_mask": 0.28914, "loss": 0.90602, "time": 0.81276}
{"mode": "train", "epoch": 2, "iter": 5450, "lr": 0.0001, "memory": 13576, "data_time": 0.03407, "loss_rpn_cls": 0.03829, "loss_rpn_bbox": 0.05578, "loss_cls": 0.23773, "acc": 91.87964, "loss_bbox": 0.28189, "loss_mask": 0.28465, "loss": 0.89834, "time": 0.77263}
{"mode": "train", "epoch": 2, "iter": 5500, "lr": 0.0001, "memory": 13576, "data_time": 0.04099, "loss_rpn_cls": 0.03468, "loss_rpn_bbox": 0.05424, "loss_cls": 0.24214, "acc": 91.84424, "loss_bbox": 0.28346, "loss_mask": 0.28391, "loss": 0.89843, "time": 0.76148}
{"mode": "train", "epoch": 2, "iter": 5550, "lr": 0.0001, "memory": 13576, "data_time": 0.0371, "loss_rpn_cls": 0.03434, "loss_rpn_bbox": 0.05937, "loss_cls": 0.2459, "acc": 91.67651, "loss_bbox": 0.2968, "loss_mask": 0.29524, "loss": 0.93165, "time": 0.76712}
{"mode": "train", "epoch": 2, "iter": 5600, "lr": 0.0001, "memory": 13576, "data_time": 0.03508, "loss_rpn_cls": 0.03705, "loss_rpn_bbox": 0.05483, "loss_cls": 0.24502, "acc": 91.69531, "loss_bbox": 0.29544, "loss_mask": 0.29072, "loss": 0.92306, "time": 0.77443}
{"mode": "train", "epoch": 2, "iter": 5650, "lr": 0.0001, "memory": 13576, "data_time": 0.0328, "loss_rpn_cls": 0.03297, "loss_rpn_bbox": 0.05164, "loss_cls": 0.23948, "acc": 91.72168, "loss_bbox": 0.29443, "loss_mask": 0.28131, "loss": 0.89984, "time": 0.77104}
{"mode": "train", "epoch": 2, "iter": 5700, "lr": 0.0001, "memory": 13576, "data_time": 0.03423, "loss_rpn_cls": 0.03464, "loss_rpn_bbox": 0.05667, "loss_cls": 0.24259, "acc": 91.59424, "loss_bbox": 0.29353, "loss_mask": 0.28825, "loss": 0.91568, "time": 0.81704}
{"mode": "train", "epoch": 2, "iter": 5750, "lr": 0.0001, "memory": 13576, "data_time": 0.03785, "loss_rpn_cls": 0.03452, "loss_rpn_bbox": 0.05622, "loss_cls": 0.24236, "acc": 91.61816, "loss_bbox": 0.29525, "loss_mask": 0.28462, "loss": 0.91297, "time": 0.81424}
{"mode": "train", "epoch": 2, "iter": 5800, "lr": 0.0001, "memory": 13576, "data_time": 0.03599, "loss_rpn_cls": 0.0339, "loss_rpn_bbox": 0.05241, "loss_cls": 0.24417, "acc": 91.76611, "loss_bbox": 0.28671, "loss_mask": 0.28617, "loss": 0.90337, "time": 0.81963}
{"mode": "train", "epoch": 2, "iter": 5850, "lr": 0.0001, "memory": 13576, "data_time": 0.04009, "loss_rpn_cls": 0.03361, "loss_rpn_bbox": 0.05282, "loss_cls": 0.23854, "acc": 91.79541, "loss_bbox": 0.29268, "loss_mask": 0.28812, "loss": 0.90579, "time": 0.81144}
{"mode": "train", "epoch": 2, "iter": 5900, "lr": 0.0001, "memory": 13576, "data_time": 0.03972, "loss_rpn_cls": 0.03511, "loss_rpn_bbox": 0.0542, "loss_cls": 0.24854, "acc": 91.5874, "loss_bbox": 0.29721, "loss_mask": 0.2865, "loss": 0.92157, "time": 0.86876}
{"mode": "train", "epoch": 2, "iter": 5950, "lr": 0.0001, "memory": 13576, "data_time": 0.03167, "loss_rpn_cls": 0.03453, "loss_rpn_bbox": 0.05422, "loss_cls": 0.24008, "acc": 91.67944, "loss_bbox": 0.29458, "loss_mask": 0.28717, "loss": 0.91057, "time": 0.81552}
{"mode": "train", "epoch": 2, "iter": 6000, "lr": 0.0001, "memory": 13576, "data_time": 0.0477, "loss_rpn_cls": 0.03463, "loss_rpn_bbox": 0.05554, "loss_cls": 0.25015, "acc": 91.53369, "loss_bbox": 0.29405, "loss_mask": 0.28674, "loss": 0.9211, "time": 0.81411}
{"mode": "train", "epoch": 2, "iter": 6050, "lr": 0.0001, "memory": 13576, "data_time": 0.03503, "loss_rpn_cls": 0.0324, "loss_rpn_bbox": 0.04959, "loss_cls": 0.23034, "acc": 92.02734, "loss_bbox": 0.27977, "loss_mask": 0.28217, "loss": 0.87428, "time": 0.77243}
{"mode": "train", "epoch": 2, "iter": 6100, "lr": 0.0001, "memory": 13576, "data_time": 0.03906, "loss_rpn_cls": 0.03048, "loss_rpn_bbox": 0.04996, "loss_cls": 0.23173, "acc": 91.98071, "loss_bbox": 0.28627, "loss_mask": 0.27904, "loss": 0.87748, "time": 0.77045}
{"mode": "train", "epoch": 2, "iter": 6150, "lr": 0.0001, "memory": 13576, "data_time": 0.03806, "loss_rpn_cls": 0.03466, "loss_rpn_bbox": 0.05592, "loss_cls": 0.24018, "acc": 91.71191, "loss_bbox": 0.29399, "loss_mask": 0.28788, "loss": 0.91263, "time": 0.7672}
{"mode": "train", "epoch": 2, "iter": 6200, "lr": 0.0001, "memory": 13576, "data_time": 0.03385, "loss_rpn_cls": 0.03357, "loss_rpn_bbox": 0.05555, "loss_cls": 0.23206, "acc": 91.95801, "loss_bbox": 0.28575, "loss_mask": 0.28419, "loss": 0.89111, "time": 0.7733}
{"mode": "train", "epoch": 2, "iter": 6250, "lr": 0.0001, "memory": 13576, "data_time": 0.03886, "loss_rpn_cls": 0.03573, "loss_rpn_bbox": 0.05571, "loss_cls": 0.24706, "acc": 91.53198, "loss_bbox": 0.29631, "loss_mask": 0.27675, "loss": 0.91157, "time": 0.776}
{"mode": "train", "epoch": 2, "iter": 6300, "lr": 0.0001, "memory": 13576, "data_time": 0.03339, "loss_rpn_cls": 0.03551, "loss_rpn_bbox": 0.05615, "loss_cls": 0.2421, "acc": 91.74634, "loss_bbox": 0.28836, "loss_mask": 0.287, "loss": 0.90912, "time": 0.76758}
{"mode": "train", "epoch": 2, "iter": 6350, "lr": 0.0001, "memory": 13576, "data_time": 0.03851, "loss_rpn_cls": 0.03088, "loss_rpn_bbox": 0.05327, "loss_cls": 0.23488, "acc": 91.90967, "loss_bbox": 0.28989, "loss_mask": 0.28106, "loss": 0.88997, "time": 0.86585}
{"mode": "train", "epoch": 2, "iter": 6400, "lr": 0.0001, "memory": 13576, "data_time": 0.03229, "loss_rpn_cls": 0.03127, "loss_rpn_bbox": 0.05521, "loss_cls": 0.22667, "acc": 92.15308, "loss_bbox": 0.27814, "loss_mask": 0.28154, "loss": 0.87284, "time": 0.90227}
{"mode": "train", "epoch": 2, "iter": 6450, "lr": 0.0001, "memory": 13576, "data_time": 0.04159, "loss_rpn_cls": 0.03549, "loss_rpn_bbox": 0.05375, "loss_cls": 0.23075, "acc": 92.09717, "loss_bbox": 0.27991, "loss_mask": 0.28803, "loss": 0.88793, "time": 0.80973}
{"mode": "train", "epoch": 2, "iter": 6500, "lr": 0.0001, "memory": 13576, "data_time": 0.03229, "loss_rpn_cls": 0.03291, "loss_rpn_bbox": 0.05084, "loss_cls": 0.23155, "acc": 91.90698, "loss_bbox": 0.28376, "loss_mask": 0.2802, "loss": 0.87925, "time": 0.76889}
{"mode": "train", "epoch": 2, "iter": 6550, "lr": 0.0001, "memory": 13576, "data_time": 0.03865, "loss_rpn_cls": 0.03341, "loss_rpn_bbox": 0.05344, "loss_cls": 0.23462, "acc": 91.98145, "loss_bbox": 0.28223, "loss_mask": 0.28432, "loss": 0.88802, "time": 0.80504}
{"mode": "train", "epoch": 2, "iter": 6600, "lr": 0.0001, "memory": 13576, "data_time": 0.03478, "loss_rpn_cls": 0.03204, "loss_rpn_bbox": 0.0517, "loss_cls": 0.23004, "acc": 92.06445, "loss_bbox": 0.27907, "loss_mask": 0.27699, "loss": 0.86984, "time": 0.76922}
{"mode": "train", "epoch": 2, "iter": 6650, "lr": 0.0001, "memory": 13576, "data_time": 0.0385, "loss_rpn_cls": 0.03156, "loss_rpn_bbox": 0.05424, "loss_cls": 0.23706, "acc": 91.82568, "loss_bbox": 0.28459, "loss_mask": 0.27895, "loss": 0.88639, "time": 0.8112}
{"mode": "train", "epoch": 2, "iter": 6700, "lr": 0.0001, "memory": 13576, "data_time": 0.03387, "loss_rpn_cls": 0.03366, "loss_rpn_bbox": 0.05131, "loss_cls": 0.23991, "acc": 91.75781, "loss_bbox": 0.29416, "loss_mask": 0.28555, "loss": 0.90459, "time": 0.76904}
{"mode": "train", "epoch": 2, "iter": 6750, "lr": 0.0001, "memory": 13576, "data_time": 0.04125, "loss_rpn_cls": 0.03402, "loss_rpn_bbox": 0.05355, "loss_cls": 0.23146, "acc": 91.99756, "loss_bbox": 0.28432, "loss_mask": 0.28355, "loss": 0.8869, "time": 0.76459}
{"mode": "train", "epoch": 2, "iter": 6800, "lr": 0.0001, "memory": 13576, "data_time": 0.03751, "loss_rpn_cls": 0.03516, "loss_rpn_bbox": 0.0557, "loss_cls": 0.23667, "acc": 91.96338, "loss_bbox": 0.28233, "loss_mask": 0.27968, "loss": 0.88954, "time": 0.77129}
{"mode": "train", "epoch": 2, "iter": 6850, "lr": 0.0001, "memory": 13576, "data_time": 0.03611, "loss_rpn_cls": 0.03329, "loss_rpn_bbox": 0.05184, "loss_cls": 0.23505, "acc": 91.98877, "loss_bbox": 0.28201, "loss_mask": 0.28382, "loss": 0.88602, "time": 0.82323}
{"mode": "train", "epoch": 2, "iter": 6900, "lr": 0.0001, "memory": 13576, "data_time": 0.03853, "loss_rpn_cls": 0.03338, "loss_rpn_bbox": 0.0535, "loss_cls": 0.25066, "acc": 91.55225, "loss_bbox": 0.29648, "loss_mask": 0.2842, "loss": 0.91822, "time": 0.76459}
{"mode": "train", "epoch": 2, "iter": 6950, "lr": 0.0001, "memory": 13576, "data_time": 0.03876, "loss_rpn_cls": 0.03208, "loss_rpn_bbox": 0.05358, "loss_cls": 0.23834, "acc": 91.76416, "loss_bbox": 0.28963, "loss_mask": 0.27449, "loss": 0.88813, "time": 0.88005}
{"mode": "train", "epoch": 2, "iter": 7000, "lr": 0.0001, "memory": 13576, "data_time": 0.0352, "loss_rpn_cls": 0.0338, "loss_rpn_bbox": 0.05098, "loss_cls": 0.23065, "acc": 92.07495, "loss_bbox": 0.28331, "loss_mask": 0.27296, "loss": 0.87171, "time": 0.85839}
{"mode": "train", "epoch": 2, "iter": 7050, "lr": 0.0001, "memory": 13576, "data_time": 0.03148, "loss_rpn_cls": 0.03224, "loss_rpn_bbox": 0.04891, "loss_cls": 0.23159, "acc": 92.0896, "loss_bbox": 0.27753, "loss_mask": 0.27712, "loss": 0.86741, "time": 0.80603}
{"mode": "train", "epoch": 2, "iter": 7100, "lr": 0.0001, "memory": 13576, "data_time": 0.03826, "loss_rpn_cls": 0.03212, "loss_rpn_bbox": 0.0538, "loss_cls": 0.23869, "acc": 91.80273, "loss_bbox": 0.28857, "loss_mask": 0.27979, "loss": 0.89297, "time": 0.76437}
{"mode": "train", "epoch": 2, "iter": 7150, "lr": 0.0001, "memory": 13576, "data_time": 0.03917, "loss_rpn_cls": 0.03271, "loss_rpn_bbox": 0.05043, "loss_cls": 0.23635, "acc": 91.77441, "loss_bbox": 0.2868, "loss_mask": 0.28252, "loss": 0.88881, "time": 0.76531}
{"mode": "train", "epoch": 2, "iter": 7200, "lr": 0.0001, "memory": 13576, "data_time": 0.02926, "loss_rpn_cls": 0.02901, "loss_rpn_bbox": 0.05029, "loss_cls": 0.2363, "acc": 91.91675, "loss_bbox": 0.28545, "loss_mask": 0.278, "loss": 0.87905, "time": 0.81308}
{"mode": "train", "epoch": 2, "iter": 7250, "lr": 0.0001, "memory": 13576, "data_time": 0.03122, "loss_rpn_cls": 0.02988, "loss_rpn_bbox": 0.04867, "loss_cls": 0.2267, "acc": 92.27563, "loss_bbox": 0.27316, "loss_mask": 0.28228, "loss": 0.86069, "time": 0.81308}
{"mode": "train", "epoch": 2, "iter": 7300, "lr": 0.0001, "memory": 13576, "data_time": 0.03676, "loss_rpn_cls": 0.03208, "loss_rpn_bbox": 0.05271, "loss_cls": 0.22463, "acc": 92.21997, "loss_bbox": 0.27896, "loss_mask": 0.27623, "loss": 0.86461, "time": 0.76806}
{"mode": "val", "epoch": 2, "iter": 625, "lr": 0.0001, "bbox_mAP": 0.364, "bbox_mAP_50": 0.614, "bbox_mAP_75": 0.385, "bbox_mAP_s": 0.195, "bbox_mAP_m": 0.398, "bbox_mAP_l": 0.531, "bbox_mAP_copypaste": "0.364 0.614 0.385 0.195 0.398 0.531", "segm_mAP": 0.338, "segm_mAP_50": 0.572, "segm_mAP_75": 0.351, "segm_mAP_s": 0.126, "segm_mAP_m": 0.367, "segm_mAP_l": 0.566, "segm_mAP_copypaste": "0.338 0.572 0.351 0.126 0.367 0.566"}
{"mode": "train", "epoch": 3, "iter": 50, "lr": 0.0001, "memory": 13582, "data_time": 0.10629, "loss_rpn_cls": 0.03066, "loss_rpn_bbox": 0.0517, "loss_cls": 0.23058, "acc": 92.10059, "loss_bbox": 0.28, "loss_mask": 0.27412, "loss": 0.86706, "time": 0.97121}
{"mode": "train", "epoch": 3, "iter": 100, "lr": 0.0001, "memory": 13582, "data_time": 0.03321, "loss_rpn_cls": 0.02946, "loss_rpn_bbox": 0.05097, "loss_cls": 0.22992, "acc": 91.97998, "loss_bbox": 0.28326, "loss_mask": 0.27601, "loss": 0.86962, "time": 0.81461}
{"mode": "train", "epoch": 3, "iter": 150, "lr": 0.0001, "memory": 13582, "data_time": 0.03056, "loss_rpn_cls": 0.02983, "loss_rpn_bbox": 0.05196, "loss_cls": 0.22765, "acc": 92.01538, "loss_bbox": 0.28156, "loss_mask": 0.27671, "loss": 0.86772, "time": 0.76352}
{"mode": "train", "epoch": 3, "iter": 200, "lr": 0.0001, "memory": 13582, "data_time": 0.03787, "loss_rpn_cls": 0.02683, "loss_rpn_bbox": 0.04567, "loss_cls": 0.21144, "acc": 92.51587, "loss_bbox": 0.27458, "loss_mask": 0.27271, "loss": 0.83122, "time": 0.82403}
{"mode": "train", "epoch": 3, "iter": 250, "lr": 0.0001, "memory": 13582, "data_time": 0.03537, "loss_rpn_cls": 0.02987, "loss_rpn_bbox": 0.05054, "loss_cls": 0.22419, "acc": 92.09863, "loss_bbox": 0.27786, "loss_mask": 0.28176, "loss": 0.86422, "time": 0.7695}
{"mode": "train", "epoch": 3, "iter": 300, "lr": 0.0001, "memory": 13582, "data_time": 0.03675, "loss_rpn_cls": 0.03253, "loss_rpn_bbox": 0.05294, "loss_cls": 0.23204, "acc": 91.90283, "loss_bbox": 0.28943, "loss_mask": 0.27949, "loss": 0.88644, "time": 0.81599}
{"mode": "train", "epoch": 3, "iter": 350, "lr": 0.0001, "memory": 13582, "data_time": 0.034, "loss_rpn_cls": 0.03014, "loss_rpn_bbox": 0.05234, "loss_cls": 0.22731, "acc": 91.89893, "loss_bbox": 0.28909, "loss_mask": 0.27882, "loss": 0.8777, "time": 0.78016}
{"mode": "train", "epoch": 3, "iter": 400, "lr": 0.0001, "memory": 13582, "data_time": 0.03069, "loss_rpn_cls": 0.02936, "loss_rpn_bbox": 0.04788, "loss_cls": 0.22514, "acc": 92.31543, "loss_bbox": 0.27733, "loss_mask": 0.27229, "loss": 0.852, "time": 0.81439}
{"mode": "train", "epoch": 3, "iter": 450, "lr": 0.0001, "memory": 13582, "data_time": 0.04285, "loss_rpn_cls": 0.03177, "loss_rpn_bbox": 0.05189, "loss_cls": 0.23321, "acc": 91.72217, "loss_bbox": 0.28672, "loss_mask": 0.27673, "loss": 0.88032, "time": 0.77582}
{"mode": "train", "epoch": 3, "iter": 500, "lr": 0.0001, "memory": 13582, "data_time": 0.03135, "loss_rpn_cls": 0.02948, "loss_rpn_bbox": 0.05084, "loss_cls": 0.22273, "acc": 92.24268, "loss_bbox": 0.27723, "loss_mask": 0.27658, "loss": 0.85687, "time": 0.77874}
{"mode": "train", "epoch": 3, "iter": 550, "lr": 0.0001, "memory": 13582, "data_time": 0.03414, "loss_rpn_cls": 0.031, "loss_rpn_bbox": 0.05195, "loss_cls": 0.2273, "acc": 91.98022, "loss_bbox": 0.2895, "loss_mask": 0.27856, "loss": 0.87831, "time": 0.81737}
{"mode": "train", "epoch": 3, "iter": 600, "lr": 0.0001, "memory": 13582, "data_time": 0.03327, "loss_rpn_cls": 0.03203, "loss_rpn_bbox": 0.04978, "loss_cls": 0.22131, "acc": 92.30981, "loss_bbox": 0.27565, "loss_mask": 0.2753, "loss": 0.85406, "time": 0.76663}
{"mode": "train", "epoch": 3, "iter": 650, "lr": 0.0001, "memory": 13582, "data_time": 0.04093, "loss_rpn_cls": 0.03007, "loss_rpn_bbox": 0.05012, "loss_cls": 0.22509, "acc": 92.22021, "loss_bbox": 0.27605, "loss_mask": 0.26736, "loss": 0.8487, "time": 0.81393}
{"mode": "train", "epoch": 3, "iter": 700, "lr": 0.0001, "memory": 13582, "data_time": 0.03727, "loss_rpn_cls": 0.0302, "loss_rpn_bbox": 0.05123, "loss_cls": 0.22181, "acc": 92.30371, "loss_bbox": 0.27251, "loss_mask": 0.27417, "loss": 0.84992, "time": 0.8191}
{"mode": "train", "epoch": 3, "iter": 750, "lr": 0.0001, "memory": 13582, "data_time": 0.03871, "loss_rpn_cls": 0.02763, "loss_rpn_bbox": 0.04818, "loss_cls": 0.21756, "acc": 92.35205, "loss_bbox": 0.27086, "loss_mask": 0.27213, "loss": 0.83636, "time": 0.83661}
{"mode": "train", "epoch": 3, "iter": 800, "lr": 0.0001, "memory": 13582, "data_time": 0.03459, "loss_rpn_cls": 0.02986, "loss_rpn_bbox": 0.0529, "loss_cls": 0.22622, "acc": 92.13257, "loss_bbox": 0.28083, "loss_mask": 0.27706, "loss": 0.86687, "time": 0.77436}
{"mode": "train", "epoch": 3, "iter": 850, "lr": 0.0001, "memory": 13582, "data_time": 0.03548, "loss_rpn_cls": 0.03126, "loss_rpn_bbox": 0.05041, "loss_cls": 0.22982, "acc": 92.1106, "loss_bbox": 0.27768, "loss_mask": 0.27291, "loss": 0.86209, "time": 0.88143}
{"mode": "train", "epoch": 3, "iter": 900, "lr": 0.0001, "memory": 13582, "data_time": 0.03119, "loss_rpn_cls": 0.03004, "loss_rpn_bbox": 0.05029, "loss_cls": 0.22777, "acc": 92.03784, "loss_bbox": 0.28014, "loss_mask": 0.27217, "loss": 0.86042, "time": 0.76554}
{"mode": "train", "epoch": 3, "iter": 950, "lr": 0.0001, "memory": 13582, "data_time": 0.03025, "loss_rpn_cls": 0.02934, "loss_rpn_bbox": 0.05142, "loss_cls": 0.2295, "acc": 92.00171, "loss_bbox": 0.2791, "loss_mask": 0.27489, "loss": 0.86425, "time": 0.86791}
{"mode": "train", "epoch": 3, "iter": 1000, "lr": 0.0001, "memory": 13582, "data_time": 0.03051, "loss_rpn_cls": 0.02803, "loss_rpn_bbox": 0.04906, "loss_cls": 0.22597, "acc": 92.09717, "loss_bbox": 0.28361, "loss_mask": 0.26713, "loss": 0.8538, "time": 0.77223}
{"mode": "train", "epoch": 3, "iter": 1050, "lr": 0.0001, "memory": 13582, "data_time": 0.03709, "loss_rpn_cls": 0.02973, "loss_rpn_bbox": 0.05234, "loss_cls": 0.21654, "acc": 92.35815, "loss_bbox": 0.27517, "loss_mask": 0.27107, "loss": 0.84484, "time": 0.78111}
{"mode": "train", "epoch": 3, "iter": 1100, "lr": 0.0001, "memory": 13582, "data_time": 0.0339, "loss_rpn_cls": 0.02985, "loss_rpn_bbox": 0.05015, "loss_cls": 0.2274, "acc": 91.94653, "loss_bbox": 0.28673, "loss_mask": 0.27213, "loss": 0.86625, "time": 0.77214}
{"mode": "train", "epoch": 3, "iter": 1150, "lr": 0.0001, "memory": 13582, "data_time": 0.03511, "loss_rpn_cls": 0.03001, "loss_rpn_bbox": 0.04967, "loss_cls": 0.22247, "acc": 92.31348, "loss_bbox": 0.27437, "loss_mask": 0.2775, "loss": 0.85403, "time": 0.86976}
{"mode": "train", "epoch": 3, "iter": 1200, "lr": 0.0001, "memory": 13582, "data_time": 0.03785, "loss_rpn_cls": 0.02857, "loss_rpn_bbox": 0.05027, "loss_cls": 0.22202, "acc": 92.1626, "loss_bbox": 0.28114, "loss_mask": 0.27141, "loss": 0.8534, "time": 0.86341}
{"mode": "train", "epoch": 3, "iter": 1250, "lr": 0.0001, "memory": 13582, "data_time": 0.04112, "loss_rpn_cls": 0.03193, "loss_rpn_bbox": 0.05278, "loss_cls": 0.22573, "acc": 92.10303, "loss_bbox": 0.28173, "loss_mask": 0.27307, "loss": 0.86524, "time": 0.77404}
{"mode": "train", "epoch": 3, "iter": 1300, "lr": 0.0001, "memory": 13582, "data_time": 0.03663, "loss_rpn_cls": 0.03256, "loss_rpn_bbox": 0.05134, "loss_cls": 0.22439, "acc": 92.25024, "loss_bbox": 0.27762, "loss_mask": 0.27777, "loss": 0.86367, "time": 0.77435}
{"mode": "train", "epoch": 3, "iter": 1350, "lr": 0.0001, "memory": 13582, "data_time": 0.04166, "loss_rpn_cls": 0.02962, "loss_rpn_bbox": 0.0504, "loss_cls": 0.22068, "acc": 92.2395, "loss_bbox": 0.27435, "loss_mask": 0.27662, "loss": 0.85167, "time": 0.77426}
{"mode": "train", "epoch": 3, "iter": 1400, "lr": 0.0001, "memory": 13582, "data_time": 0.03436, "loss_rpn_cls": 0.03099, "loss_rpn_bbox": 0.04934, "loss_cls": 0.2197, "acc": 92.38428, "loss_bbox": 0.27041, "loss_mask": 0.26939, "loss": 0.83983, "time": 0.82191}
{"mode": "train", "epoch": 3, "iter": 1450, "lr": 0.0001, "memory": 13582, "data_time": 0.03423, "loss_rpn_cls": 0.02934, "loss_rpn_bbox": 0.05186, "loss_cls": 0.22439, "acc": 92.15918, "loss_bbox": 0.27502, "loss_mask": 0.2689, "loss": 0.84951, "time": 0.82207}
{"mode": "train", "epoch": 3, "iter": 1500, "lr": 0.0001, "memory": 13582, "data_time": 0.03823, "loss_rpn_cls": 0.02922, "loss_rpn_bbox": 0.05169, "loss_cls": 0.22419, "acc": 92.04248, "loss_bbox": 0.27828, "loss_mask": 0.27475, "loss": 0.85814, "time": 0.81104}
{"mode": "train", "epoch": 3, "iter": 1550, "lr": 0.0001, "memory": 13582, "data_time": 0.0333, "loss_rpn_cls": 0.03021, "loss_rpn_bbox": 0.05283, "loss_cls": 0.226, "acc": 92.00488, "loss_bbox": 0.2777, "loss_mask": 0.27152, "loss": 0.85826, "time": 0.85775}
{"mode": "train", "epoch": 3, "iter": 1600, "lr": 0.0001, "memory": 13582, "data_time": 0.03155, "loss_rpn_cls": 0.03073, "loss_rpn_bbox": 0.05146, "loss_cls": 0.22012, "acc": 92.23999, "loss_bbox": 0.27412, "loss_mask": 0.2754, "loss": 0.85182, "time": 0.77076}
{"mode": "train", "epoch": 3, "iter": 1650, "lr": 0.0001, "memory": 13582, "data_time": 0.03227, "loss_rpn_cls": 0.03001, "loss_rpn_bbox": 0.04973, "loss_cls": 0.22044, "acc": 92.30737, "loss_bbox": 0.2743, "loss_mask": 0.28041, "loss": 0.85488, "time": 0.77689}
{"mode": "train", "epoch": 3, "iter": 1700, "lr": 0.0001, "memory": 13582, "data_time": 0.0331, "loss_rpn_cls": 0.02963, "loss_rpn_bbox": 0.05185, "loss_cls": 0.23689, "acc": 91.77637, "loss_bbox": 0.28926, "loss_mask": 0.27779, "loss": 0.88543, "time": 0.77489}
{"mode": "train", "epoch": 3, "iter": 1750, "lr": 0.0001, "memory": 13582, "data_time": 0.03801, "loss_rpn_cls": 0.03025, "loss_rpn_bbox": 0.05244, "loss_cls": 0.22661, "acc": 92.05713, "loss_bbox": 0.2878, "loss_mask": 0.27897, "loss": 0.87608, "time": 0.88777}
{"mode": "train", "epoch": 3, "iter": 1800, "lr": 0.0001, "memory": 13582, "data_time": 0.03661, "loss_rpn_cls": 0.02668, "loss_rpn_bbox": 0.04769, "loss_cls": 0.21554, "acc": 92.49341, "loss_bbox": 0.26138, "loss_mask": 0.2629, "loss": 0.81418, "time": 0.85096}
{"mode": "train", "epoch": 3, "iter": 1850, "lr": 0.0001, "memory": 13582, "data_time": 0.03329, "loss_rpn_cls": 0.03103, "loss_rpn_bbox": 0.05269, "loss_cls": 0.22924, "acc": 92.01709, "loss_bbox": 0.28763, "loss_mask": 0.2788, "loss": 0.87938, "time": 0.78076}
{"mode": "train", "epoch": 3, "iter": 1900, "lr": 0.0001, "memory": 13582, "data_time": 0.03832, "loss_rpn_cls": 0.02981, "loss_rpn_bbox": 0.05162, "loss_cls": 0.22164, "acc": 92.25195, "loss_bbox": 0.27697, "loss_mask": 0.27559, "loss": 0.85563, "time": 0.77226}
{"mode": "train", "epoch": 3, "iter": 1950, "lr": 0.0001, "memory": 13582, "data_time": 0.03601, "loss_rpn_cls": 0.02798, "loss_rpn_bbox": 0.04887, "loss_cls": 0.22576, "acc": 92.12549, "loss_bbox": 0.27428, "loss_mask": 0.27111, "loss": 0.84801, "time": 0.77295}
{"mode": "train", "epoch": 3, "iter": 2000, "lr": 0.0001, "memory": 13582, "data_time": 0.03831, "loss_rpn_cls": 0.02965, "loss_rpn_bbox": 0.04933, "loss_cls": 0.22157, "acc": 92.23779, "loss_bbox": 0.27102, "loss_mask": 0.27344, "loss": 0.84501, "time": 0.81886}
{"mode": "train", "epoch": 3, "iter": 2050, "lr": 0.0001, "memory": 13582, "data_time": 0.04204, "loss_rpn_cls": 0.02932, "loss_rpn_bbox": 0.05116, "loss_cls": 0.22292, "acc": 92.24341, "loss_bbox": 0.2757, "loss_mask": 0.27088, "loss": 0.84998, "time": 0.77895}
{"mode": "train", "epoch": 3, "iter": 2100, "lr": 0.0001, "memory": 13582, "data_time": 0.03153, "loss_rpn_cls": 0.02972, "loss_rpn_bbox": 0.05123, "loss_cls": 0.22874, "acc": 92.01221, "loss_bbox": 0.28643, "loss_mask": 0.27503, "loss": 0.87116, "time": 0.89988}
{"mode": "train", "epoch": 3, "iter": 2150, "lr": 0.0001, "memory": 13582, "data_time": 0.03862, "loss_rpn_cls": 0.02943, "loss_rpn_bbox": 0.051, "loss_cls": 0.22826, "acc": 92.10132, "loss_bbox": 0.27893, "loss_mask": 0.26732, "loss": 0.85494, "time": 0.82378}
{"mode": "train", "epoch": 3, "iter": 2200, "lr": 0.0001, "memory": 13582, "data_time": 0.03379, "loss_rpn_cls": 0.02752, "loss_rpn_bbox": 0.05076, "loss_cls": 0.21577, "acc": 92.31958, "loss_bbox": 0.27115, "loss_mask": 0.2701, "loss": 0.8353, "time": 0.77361}
{"mode": "train", "epoch": 3, "iter": 2250, "lr": 0.0001, "memory": 13582, "data_time": 0.03304, "loss_rpn_cls": 0.02783, "loss_rpn_bbox": 0.05328, "loss_cls": 0.22288, "acc": 92.15918, "loss_bbox": 0.27952, "loss_mask": 0.2741, "loss": 0.85763, "time": 0.77763}
{"mode": "train", "epoch": 3, "iter": 2300, "lr": 0.0001, "memory": 13582, "data_time": 0.02889, "loss_rpn_cls": 0.03033, "loss_rpn_bbox": 0.05007, "loss_cls": 0.22541, "acc": 92.22412, "loss_bbox": 0.27224, "loss_mask": 0.26891, "loss": 0.84696, "time": 0.76846}
{"mode": "train", "epoch": 3, "iter": 2350, "lr": 0.0001, "memory": 13582, "data_time": 0.03408, "loss_rpn_cls": 0.03006, "loss_rpn_bbox": 0.0535, "loss_cls": 0.23293, "acc": 91.85229, "loss_bbox": 0.28973, "loss_mask": 0.27818, "loss": 0.8844, "time": 0.83044}
{"mode": "train", "epoch": 3, "iter": 2400, "lr": 0.0001, "memory": 13582, "data_time": 0.03467, "loss_rpn_cls": 0.03037, "loss_rpn_bbox": 0.05112, "loss_cls": 0.2243, "acc": 92.16895, "loss_bbox": 0.27657, "loss_mask": 0.27686, "loss": 0.85922, "time": 0.88989}
{"mode": "train", "epoch": 3, "iter": 2450, "lr": 0.0001, "memory": 13582, "data_time": 0.03952, "loss_rpn_cls": 0.03081, "loss_rpn_bbox": 0.05165, "loss_cls": 0.22739, "acc": 92.05542, "loss_bbox": 0.2818, "loss_mask": 0.27724, "loss": 0.86889, "time": 0.77561}
{"mode": "train", "epoch": 3, "iter": 2500, "lr": 0.0001, "memory": 13582, "data_time": 0.04091, "loss_rpn_cls": 0.03003, "loss_rpn_bbox": 0.05254, "loss_cls": 0.22277, "acc": 92.16479, "loss_bbox": 0.2782, "loss_mask": 0.27508, "loss": 0.85862, "time": 0.82341}
{"mode": "train", "epoch": 3, "iter": 2550, "lr": 0.0001, "memory": 13582, "data_time": 0.03599, "loss_rpn_cls": 0.03213, "loss_rpn_bbox": 0.05498, "loss_cls": 0.23018, "acc": 91.82617, "loss_bbox": 0.28772, "loss_mask": 0.27494, "loss": 0.87995, "time": 0.77644}
{"mode": "train", "epoch": 3, "iter": 2600, "lr": 0.0001, "memory": 13582, "data_time": 0.037, "loss_rpn_cls": 0.03001, "loss_rpn_bbox": 0.04751, "loss_cls": 0.22505, "acc": 92.14453, "loss_bbox": 0.27463, "loss_mask": 0.27406, "loss": 0.85125, "time": 0.77434}
{"mode": "train", "epoch": 3, "iter": 2650, "lr": 0.0001, "memory": 13582, "data_time": 0.03731, "loss_rpn_cls": 0.03129, "loss_rpn_bbox": 0.05038, "loss_cls": 0.22565, "acc": 92.12622, "loss_bbox": 0.27581, "loss_mask": 0.27364, "loss": 0.85677, "time": 0.77228}
{"mode": "train", "epoch": 3, "iter": 2700, "lr": 0.0001, "memory": 13582, "data_time": 0.0318, "loss_rpn_cls": 0.03107, "loss_rpn_bbox": 0.05275, "loss_cls": 0.22844, "acc": 92.04077, "loss_bbox": 0.27997, "loss_mask": 0.27578, "loss": 0.86801, "time": 0.9568}
{"mode": "train", "epoch": 3, "iter": 2750, "lr": 0.0001, "memory": 13582, "data_time": 0.0427, "loss_rpn_cls": 0.02925, "loss_rpn_bbox": 0.04979, "loss_cls": 0.21659, "acc": 92.34546, "loss_bbox": 0.27134, "loss_mask": 0.27125, "loss": 0.83823, "time": 0.77939}
{"mode": "train", "epoch": 3, "iter": 2800, "lr": 0.0001, "memory": 13582, "data_time": 0.03473, "loss_rpn_cls": 0.02983, "loss_rpn_bbox": 0.05136, "loss_cls": 0.22914, "acc": 92.03076, "loss_bbox": 0.28513, "loss_mask": 0.281, "loss": 0.87647, "time": 0.77832}
{"mode": "train", "epoch": 3, "iter": 2850, "lr": 0.0001, "memory": 13582, "data_time": 0.03197, "loss_rpn_cls": 0.02999, "loss_rpn_bbox": 0.04949, "loss_cls": 0.21819, "acc": 92.44897, "loss_bbox": 0.26771, "loss_mask": 0.26634, "loss": 0.83172, "time": 0.77874}
{"mode": "train", "epoch": 3, "iter": 2900, "lr": 0.0001, "memory": 13582, "data_time": 0.03229, "loss_rpn_cls": 0.02885, "loss_rpn_bbox": 0.04708, "loss_cls": 0.21413, "acc": 92.521, "loss_bbox": 0.2688, "loss_mask": 0.26675, "loss": 0.82561, "time": 0.83485}
{"mode": "train", "epoch": 3, "iter": 2950, "lr": 0.0001, "memory": 13582, "data_time": 0.02889, "loss_rpn_cls": 0.02897, "loss_rpn_bbox": 0.05163, "loss_cls": 0.22805, "acc": 92.02148, "loss_bbox": 0.28203, "loss_mask": 0.28063, "loss": 0.87131, "time": 0.82824}
{"mode": "train", "epoch": 3, "iter": 3000, "lr": 0.0001, "memory": 13582, "data_time": 0.03694, "loss_rpn_cls": 0.02994, "loss_rpn_bbox": 0.0478, "loss_cls": 0.21879, "acc": 92.33936, "loss_bbox": 0.27335, "loss_mask": 0.27185, "loss": 0.84172, "time": 0.81983}
{"mode": "train", "epoch": 3, "iter": 3050, "lr": 0.0001, "memory": 13582, "data_time": 0.04002, "loss_rpn_cls": 0.02859, "loss_rpn_bbox": 0.04882, "loss_cls": 0.21411, "acc": 92.55859, "loss_bbox": 0.26904, "loss_mask": 0.27044, "loss": 0.83101, "time": 0.81383}
{"mode": "train", "epoch": 3, "iter": 3100, "lr": 0.0001, "memory": 13582, "data_time": 0.03189, "loss_rpn_cls": 0.0306, "loss_rpn_bbox": 0.05322, "loss_cls": 0.2242, "acc": 92.06836, "loss_bbox": 0.28245, "loss_mask": 0.27849, "loss": 0.86896, "time": 0.77861}
{"mode": "train", "epoch": 3, "iter": 3150, "lr": 0.0001, "memory": 13582, "data_time": 0.0351, "loss_rpn_cls": 0.02839, "loss_rpn_bbox": 0.04949, "loss_cls": 0.21654, "acc": 92.44385, "loss_bbox": 0.26617, "loss_mask": 0.26464, "loss": 0.82523, "time": 0.77486}
{"mode": "train", "epoch": 3, "iter": 3200, "lr": 0.0001, "memory": 13582, "data_time": 0.02954, "loss_rpn_cls": 0.02804, "loss_rpn_bbox": 0.04577, "loss_cls": 0.2085, "acc": 92.70459, "loss_bbox": 0.2584, "loss_mask": 0.26827, "loss": 0.80899, "time": 0.76951}
{"mode": "train", "epoch": 3, "iter": 3250, "lr": 0.0001, "memory": 13582, "data_time": 0.03793, "loss_rpn_cls": 0.02761, "loss_rpn_bbox": 0.05241, "loss_cls": 0.22404, "acc": 92.16406, "loss_bbox": 0.28155, "loss_mask": 0.27187, "loss": 0.85748, "time": 0.77319}
{"mode": "train", "epoch": 3, "iter": 3300, "lr": 0.0001, "memory": 13582, "data_time": 0.03495, "loss_rpn_cls": 0.03165, "loss_rpn_bbox": 0.05002, "loss_cls": 0.21784, "acc": 92.44995, "loss_bbox": 0.27147, "loss_mask": 0.27214, "loss": 0.84312, "time": 0.86536}
{"mode": "train", "epoch": 3, "iter": 3350, "lr": 0.0001, "memory": 13582, "data_time": 0.03327, "loss_rpn_cls": 0.03093, "loss_rpn_bbox": 0.05161, "loss_cls": 0.2172, "acc": 92.23853, "loss_bbox": 0.2722, "loss_mask": 0.26492, "loss": 0.83684, "time": 0.87015}
{"mode": "train", "epoch": 3, "iter": 3400, "lr": 0.0001, "memory": 13582, "data_time": 0.03131, "loss_rpn_cls": 0.03194, "loss_rpn_bbox": 0.0495, "loss_cls": 0.22135, "acc": 92.32544, "loss_bbox": 0.27262, "loss_mask": 0.26567, "loss": 0.84108, "time": 0.7809}
{"mode": "train", "epoch": 3, "iter": 3450, "lr": 0.0001, "memory": 13582, "data_time": 0.03038, "loss_rpn_cls": 0.02836, "loss_rpn_bbox": 0.04811, "loss_cls": 0.22851, "acc": 92.17407, "loss_bbox": 0.27427, "loss_mask": 0.26894, "loss": 0.84819, "time": 0.83111}
{"mode": "train", "epoch": 3, "iter": 3500, "lr": 0.0001, "memory": 13582, "data_time": 0.03887, "loss_rpn_cls": 0.02925, "loss_rpn_bbox": 0.05071, "loss_cls": 0.22741, "acc": 92.2478, "loss_bbox": 0.27596, "loss_mask": 0.27352, "loss": 0.85686, "time": 0.82195}
{"mode": "train", "epoch": 3, "iter": 3550, "lr": 0.0001, "memory": 13582, "data_time": 0.04251, "loss_rpn_cls": 0.02894, "loss_rpn_bbox": 0.04974, "loss_cls": 0.23293, "acc": 91.95459, "loss_bbox": 0.28244, "loss_mask": 0.27281, "loss": 0.86686, "time": 0.83058}
{"mode": "train", "epoch": 3, "iter": 3600, "lr": 0.0001, "memory": 13582, "data_time": 0.03792, "loss_rpn_cls": 0.03093, "loss_rpn_bbox": 0.05095, "loss_cls": 0.23316, "acc": 91.92456, "loss_bbox": 0.28407, "loss_mask": 0.27266, "loss": 0.87178, "time": 0.77732}
{"mode": "train", "epoch": 3, "iter": 3650, "lr": 0.0001, "memory": 13582, "data_time": 0.0365, "loss_rpn_cls": 0.02724, "loss_rpn_bbox": 0.04701, "loss_cls": 0.21547, "acc": 92.47388, "loss_bbox": 0.26298, "loss_mask": 0.26115, "loss": 0.81385, "time": 0.81857}
{"mode": "train", "epoch": 3, "iter": 3700, "lr": 0.0001, "memory": 13582, "data_time": 0.03763, "loss_rpn_cls": 0.0309, "loss_rpn_bbox": 0.05176, "loss_cls": 0.23052, "acc": 91.94287, "loss_bbox": 0.28542, "loss_mask": 0.26715, "loss": 0.86576, "time": 0.77618}
{"mode": "train", "epoch": 3, "iter": 3750, "lr": 0.0001, "memory": 13582, "data_time": 0.02884, "loss_rpn_cls": 0.02679, "loss_rpn_bbox": 0.04935, "loss_cls": 0.22196, "acc": 92.22876, "loss_bbox": 0.27261, "loss_mask": 0.2679, "loss": 0.8386, "time": 0.77719}
{"mode": "train", "epoch": 3, "iter": 3800, "lr": 0.0001, "memory": 13582, "data_time": 0.03624, "loss_rpn_cls": 0.02948, "loss_rpn_bbox": 0.05122, "loss_cls": 0.22056, "acc": 92.3042, "loss_bbox": 0.26717, "loss_mask": 0.26419, "loss": 0.83262, "time": 0.77602}
{"mode": "train", "epoch": 3, "iter": 3850, "lr": 0.0001, "memory": 13582, "data_time": 0.03662, "loss_rpn_cls": 0.03003, "loss_rpn_bbox": 0.05251, "loss_cls": 0.23107, "acc": 91.74463, "loss_bbox": 0.28487, "loss_mask": 0.27327, "loss": 0.87176, "time": 0.86265}
{"mode": "train", "epoch": 3, "iter": 3900, "lr": 0.0001, "memory": 13582, "data_time": 0.0332, "loss_rpn_cls": 0.02859, "loss_rpn_bbox": 0.0522, "loss_cls": 0.2174, "acc": 92.15234, "loss_bbox": 0.27673, "loss_mask": 0.26511, "loss": 0.84004, "time": 0.77794}
{"mode": "train", "epoch": 3, "iter": 3950, "lr": 0.0001, "memory": 13582, "data_time": 0.03897, "loss_rpn_cls": 0.02984, "loss_rpn_bbox": 0.05093, "loss_cls": 0.23686, "acc": 91.80737, "loss_bbox": 0.28477, "loss_mask": 0.26779, "loss": 0.87019, "time": 0.88267}
{"mode": "train", "epoch": 3, "iter": 4000, "lr": 0.0001, "memory": 13582, "data_time": 0.04266, "loss_rpn_cls": 0.03268, "loss_rpn_bbox": 0.05486, "loss_cls": 0.22644, "acc": 92.03662, "loss_bbox": 0.27708, "loss_mask": 0.26564, "loss": 0.85669, "time": 0.77566}
{"mode": "train", "epoch": 3, "iter": 4050, "lr": 0.0001, "memory": 13582, "data_time": 0.03338, "loss_rpn_cls": 0.02761, "loss_rpn_bbox": 0.05003, "loss_cls": 0.22661, "acc": 92.00464, "loss_bbox": 0.27931, "loss_mask": 0.27493, "loss": 0.85849, "time": 0.91841}
{"mode": "train", "epoch": 3, "iter": 4100, "lr": 0.0001, "memory": 13582, "data_time": 0.03587, "loss_rpn_cls": 0.02797, "loss_rpn_bbox": 0.05005, "loss_cls": 0.22348, "acc": 92.04224, "loss_bbox": 0.2761, "loss_mask": 0.26978, "loss": 0.84738, "time": 0.77377}
{"mode": "train", "epoch": 3, "iter": 4150, "lr": 0.0001, "memory": 13582, "data_time": 0.03577, "loss_rpn_cls": 0.02807, "loss_rpn_bbox": 0.05177, "loss_cls": 0.22331, "acc": 92.0481, "loss_bbox": 0.28111, "loss_mask": 0.2672, "loss": 0.85147, "time": 0.77933}
{"mode": "train", "epoch": 3, "iter": 4200, "lr": 0.0001, "memory": 13582, "data_time": 0.03766, "loss_rpn_cls": 0.0328, "loss_rpn_bbox": 0.0535, "loss_cls": 0.22827, "acc": 92.01343, "loss_bbox": 0.27813, "loss_mask": 0.26685, "loss": 0.85955, "time": 0.77547}
{"mode": "train", "epoch": 3, "iter": 4250, "lr": 0.0001, "memory": 13582, "data_time": 0.03709, "loss_rpn_cls": 0.03, "loss_rpn_bbox": 0.04864, "loss_cls": 0.21893, "acc": 92.41089, "loss_bbox": 0.267, "loss_mask": 0.26246, "loss": 0.82703, "time": 0.77001}
{"mode": "train", "epoch": 3, "iter": 4300, "lr": 0.0001, "memory": 13582, "data_time": 0.03442, "loss_rpn_cls": 0.03154, "loss_rpn_bbox": 0.05306, "loss_cls": 0.2286, "acc": 91.9668, "loss_bbox": 0.27993, "loss_mask": 0.27335, "loss": 0.86647, "time": 0.82665}
{"mode": "train", "epoch": 3, "iter": 4350, "lr": 0.0001, "memory": 13582, "data_time": 0.04159, "loss_rpn_cls": 0.02967, "loss_rpn_bbox": 0.05065, "loss_cls": 0.23172, "acc": 92.00439, "loss_bbox": 0.2787, "loss_mask": 0.27841, "loss": 0.86915, "time": 0.78259}
{"mode": "train", "epoch": 3, "iter": 4400, "lr": 0.0001, "memory": 13582, "data_time": 0.03102, "loss_rpn_cls": 0.02929, "loss_rpn_bbox": 0.05218, "loss_cls": 0.22639, "acc": 92.17358, "loss_bbox": 0.27343, "loss_mask": 0.27104, "loss": 0.85233, "time": 0.80997}
{"mode": "train", "epoch": 3, "iter": 4450, "lr": 0.0001, "memory": 13582, "data_time": 0.03594, "loss_rpn_cls": 0.02947, "loss_rpn_bbox": 0.05125, "loss_cls": 0.22077, "acc": 92.16748, "loss_bbox": 0.27376, "loss_mask": 0.27041, "loss": 0.84566, "time": 0.81533}
{"mode": "train", "epoch": 3, "iter": 4500, "lr": 0.0001, "memory": 13582, "data_time": 0.03483, "loss_rpn_cls": 0.02747, "loss_rpn_bbox": 0.04965, "loss_cls": 0.21745, "acc": 92.40039, "loss_bbox": 0.27291, "loss_mask": 0.26991, "loss": 0.8374, "time": 0.77578}
{"mode": "train", "epoch": 3, "iter": 4550, "lr": 0.0001, "memory": 13582, "data_time": 0.0333, "loss_rpn_cls": 0.02849, "loss_rpn_bbox": 0.05162, "loss_cls": 0.23101, "acc": 92.08179, "loss_bbox": 0.27893, "loss_mask": 0.26697, "loss": 0.85703, "time": 0.87071}
{"mode": "train", "epoch": 3, "iter": 4600, "lr": 0.0001, "memory": 13582, "data_time": 0.03598, "loss_rpn_cls": 0.02945, "loss_rpn_bbox": 0.04929, "loss_cls": 0.22789, "acc": 92.14062, "loss_bbox": 0.27677, "loss_mask": 0.26532, "loss": 0.84871, "time": 0.77729}
{"mode": "train", "epoch": 3, "iter": 4650, "lr": 0.0001, "memory": 13582, "data_time": 0.04137, "loss_rpn_cls": 0.02931, "loss_rpn_bbox": 0.05127, "loss_cls": 0.2305, "acc": 91.7627, "loss_bbox": 0.29053, "loss_mask": 0.27944, "loss": 0.88105, "time": 0.86674}
{"mode": "train", "epoch": 3, "iter": 4700, "lr": 0.0001, "memory": 13582, "data_time": 0.04336, "loss_rpn_cls": 0.02876, "loss_rpn_bbox": 0.0478, "loss_cls": 0.22585, "acc": 92.14453, "loss_bbox": 0.27677, "loss_mask": 0.27271, "loss": 0.85188, "time": 0.87182}
{"mode": "train", "epoch": 3, "iter": 4750, "lr": 0.0001, "memory": 13582, "data_time": 0.03877, "loss_rpn_cls": 0.02895, "loss_rpn_bbox": 0.04875, "loss_cls": 0.21946, "acc": 92.39722, "loss_bbox": 0.26733, "loss_mask": 0.26585, "loss": 0.83034, "time": 0.77282}
{"mode": "train", "epoch": 3, "iter": 4800, "lr": 0.0001, "memory": 13582, "data_time": 0.03143, "loss_rpn_cls": 0.02871, "loss_rpn_bbox": 0.05011, "loss_cls": 0.2246, "acc": 91.94922, "loss_bbox": 0.27946, "loss_mask": 0.26708, "loss": 0.84996, "time": 0.78883}
{"mode": "train", "epoch": 3, "iter": 4850, "lr": 0.0001, "memory": 13582, "data_time": 0.03857, "loss_rpn_cls": 0.03068, "loss_rpn_bbox": 0.05309, "loss_cls": 0.22889, "acc": 91.97583, "loss_bbox": 0.28115, "loss_mask": 0.26912, "loss": 0.86294, "time": 0.77677}
{"mode": "train", "epoch": 3, "iter": 4900, "lr": 0.0001, "memory": 13582, "data_time": 0.03503, "loss_rpn_cls": 0.0295, "loss_rpn_bbox": 0.052, "loss_cls": 0.22262, "acc": 92.28564, "loss_bbox": 0.27032, "loss_mask": 0.26786, "loss": 0.84231, "time": 0.82767}
{"mode": "train", "epoch": 3, "iter": 4950, "lr": 0.0001, "memory": 13582, "data_time": 0.02958, "loss_rpn_cls": 0.02742, "loss_rpn_bbox": 0.04813, "loss_cls": 0.22278, "acc": 92.13745, "loss_bbox": 0.27258, "loss_mask": 0.26302, "loss": 0.83394, "time": 0.78052}
{"mode": "train", "epoch": 3, "iter": 5000, "lr": 0.0001, "memory": 13582, "data_time": 0.03126, "loss_rpn_cls": 0.03296, "loss_rpn_bbox": 0.05276, "loss_cls": 0.22612, "acc": 92.00098, "loss_bbox": 0.28254, "loss_mask": 0.27257, "loss": 0.86695, "time": 0.81239}
{"mode": "train", "epoch": 3, "iter": 5050, "lr": 0.0001, "memory": 13582, "data_time": 0.03427, "loss_rpn_cls": 0.02968, "loss_rpn_bbox": 0.05005, "loss_cls": 0.22736, "acc": 92.07617, "loss_bbox": 0.27592, "loss_mask": 0.26433, "loss": 0.84735, "time": 0.77503}
{"mode": "train", "epoch": 3, "iter": 5100, "lr": 0.0001, "memory": 13582, "data_time": 0.04011, "loss_rpn_cls": 0.02853, "loss_rpn_bbox": 0.04935, "loss_cls": 0.21963, "acc": 92.32812, "loss_bbox": 0.27328, "loss_mask": 0.26667, "loss": 0.83747, "time": 0.90355}
{"mode": "train", "epoch": 3, "iter": 5150, "lr": 0.0001, "memory": 13582, "data_time": 0.03914, "loss_rpn_cls": 0.02834, "loss_rpn_bbox": 0.04699, "loss_cls": 0.20944, "acc": 92.61353, "loss_bbox": 0.26165, "loss_mask": 0.26148, "loss": 0.80789, "time": 0.77392}
{"mode": "train", "epoch": 3, "iter": 5200, "lr": 0.0001, "memory": 13582, "data_time": 0.03343, "loss_rpn_cls": 0.02672, "loss_rpn_bbox": 0.04677, "loss_cls": 0.21684, "acc": 92.36572, "loss_bbox": 0.26678, "loss_mask": 0.26248, "loss": 0.8196, "time": 0.82335}
{"mode": "train", "epoch": 3, "iter": 5250, "lr": 0.0001, "memory": 13582, "data_time": 0.04098, "loss_rpn_cls": 0.02823, "loss_rpn_bbox": 0.05288, "loss_cls": 0.22659, "acc": 92.01733, "loss_bbox": 0.28105, "loss_mask": 0.27429, "loss": 0.86304, "time": 0.83943}
{"mode": "train", "epoch": 3, "iter": 5300, "lr": 0.0001, "memory": 13582, "data_time": 0.02938, "loss_rpn_cls": 0.02806, "loss_rpn_bbox": 0.04689, "loss_cls": 0.21512, "acc": 92.46973, "loss_bbox": 0.26989, "loss_mask": 0.26695, "loss": 0.82691, "time": 0.81219}
{"mode": "train", "epoch": 3, "iter": 5350, "lr": 0.0001, "memory": 13582, "data_time": 0.04177, "loss_rpn_cls": 0.03131, "loss_rpn_bbox": 0.04878, "loss_cls": 0.20874, "acc": 92.57983, "loss_bbox": 0.26282, "loss_mask": 0.26341, "loss": 0.81505, "time": 0.77422}
{"mode": "train", "epoch": 3, "iter": 5400, "lr": 0.0001, "memory": 13582, "data_time": 0.03266, "loss_rpn_cls": 0.02847, "loss_rpn_bbox": 0.05006, "loss_cls": 0.22709, "acc": 92.0105, "loss_bbox": 0.2767, "loss_mask": 0.26885, "loss": 0.85117, "time": 0.77719}
{"mode": "train", "epoch": 3, "iter": 5450, "lr": 0.0001, "memory": 13582, "data_time": 0.04335, "loss_rpn_cls": 0.02644, "loss_rpn_bbox": 0.04856, "loss_cls": 0.21268, "acc": 92.573, "loss_bbox": 0.26327, "loss_mask": 0.26121, "loss": 0.81216, "time": 0.82732}
{"mode": "train", "epoch": 3, "iter": 5500, "lr": 0.0001, "memory": 13582, "data_time": 0.0329, "loss_rpn_cls": 0.03232, "loss_rpn_bbox": 0.05391, "loss_cls": 0.23402, "acc": 91.78857, "loss_bbox": 0.28534, "loss_mask": 0.27617, "loss": 0.88175, "time": 0.78132}
{"mode": "train", "epoch": 3, "iter": 5550, "lr": 0.0001, "memory": 13582, "data_time": 0.03085, "loss_rpn_cls": 0.03109, "loss_rpn_bbox": 0.05069, "loss_cls": 0.22501, "acc": 92.02734, "loss_bbox": 0.28204, "loss_mask": 0.26543, "loss": 0.85427, "time": 0.77708}
{"mode": "train", "epoch": 3, "iter": 5600, "lr": 0.0001, "memory": 13582, "data_time": 0.03404, "loss_rpn_cls": 0.02977, "loss_rpn_bbox": 0.051, "loss_cls": 0.22034, "acc": 92.06299, "loss_bbox": 0.27575, "loss_mask": 0.26636, "loss": 0.84323, "time": 0.87336}
{"mode": "train", "epoch": 3, "iter": 5650, "lr": 0.0001, "memory": 13582, "data_time": 0.03037, "loss_rpn_cls": 0.02761, "loss_rpn_bbox": 0.04836, "loss_cls": 0.21479, "acc": 92.43652, "loss_bbox": 0.26354, "loss_mask": 0.26005, "loss": 0.81435, "time": 0.76595}
{"mode": "train", "epoch": 3, "iter": 5700, "lr": 0.0001, "memory": 13582, "data_time": 0.04115, "loss_rpn_cls": 0.02826, "loss_rpn_bbox": 0.04889, "loss_cls": 0.22306, "acc": 92.05811, "loss_bbox": 0.27799, "loss_mask": 0.2748, "loss": 0.85299, "time": 0.86792}
{"mode": "train", "epoch": 3, "iter": 5750, "lr": 0.0001, "memory": 13582, "data_time": 0.03316, "loss_rpn_cls": 0.02786, "loss_rpn_bbox": 0.05005, "loss_cls": 0.22295, "acc": 92.28589, "loss_bbox": 0.27261, "loss_mask": 0.26892, "loss": 0.84239, "time": 0.77737}
{"mode": "train", "epoch": 3, "iter": 5800, "lr": 0.0001, "memory": 13582, "data_time": 0.03019, "loss_rpn_cls": 0.02774, "loss_rpn_bbox": 0.04795, "loss_cls": 0.22344, "acc": 92.06592, "loss_bbox": 0.27567, "loss_mask": 0.26641, "loss": 0.8412, "time": 0.7737}
{"mode": "train", "epoch": 3, "iter": 5850, "lr": 0.0001, "memory": 13582, "data_time": 0.0334, "loss_rpn_cls": 0.02819, "loss_rpn_bbox": 0.04842, "loss_cls": 0.22635, "acc": 92.12744, "loss_bbox": 0.27518, "loss_mask": 0.26987, "loss": 0.84802, "time": 0.82693}
{"mode": "train", "epoch": 3, "iter": 5900, "lr": 0.0001, "memory": 13582, "data_time": 0.03531, "loss_rpn_cls": 0.02781, "loss_rpn_bbox": 0.04932, "loss_cls": 0.22105, "acc": 92.19116, "loss_bbox": 0.27735, "loss_mask": 0.26804, "loss": 0.84356, "time": 0.87921}
{"mode": "train", "epoch": 3, "iter": 5950, "lr": 0.0001, "memory": 13582, "data_time": 0.04022, "loss_rpn_cls": 0.02866, "loss_rpn_bbox": 0.04845, "loss_cls": 0.21335, "acc": 92.54272, "loss_bbox": 0.2695, "loss_mask": 0.26167, "loss": 0.82163, "time": 0.78091}
{"mode": "train", "epoch": 3, "iter": 6000, "lr": 0.0001, "memory": 13582, "data_time": 0.03439, "loss_rpn_cls": 0.02518, "loss_rpn_bbox": 0.04573, "loss_cls": 0.21017, "acc": 92.5459, "loss_bbox": 0.25925, "loss_mask": 0.26348, "loss": 0.80381, "time": 0.77188}
{"mode": "train", "epoch": 3, "iter": 6050, "lr": 0.0001, "memory": 13582, "data_time": 0.03722, "loss_rpn_cls": 0.02806, "loss_rpn_bbox": 0.05049, "loss_cls": 0.21489, "acc": 92.48511, "loss_bbox": 0.26518, "loss_mask": 0.26442, "loss": 0.82305, "time": 0.82128}
{"mode": "train", "epoch": 3, "iter": 6100, "lr": 0.0001, "memory": 13582, "data_time": 0.03164, "loss_rpn_cls": 0.0297, "loss_rpn_bbox": 0.05033, "loss_cls": 0.22059, "acc": 92.2356, "loss_bbox": 0.27242, "loss_mask": 0.26816, "loss": 0.84119, "time": 0.77788}
{"mode": "train", "epoch": 3, "iter": 6150, "lr": 0.0001, "memory": 13582, "data_time": 0.03162, "loss_rpn_cls": 0.02984, "loss_rpn_bbox": 0.05033, "loss_cls": 0.21773, "acc": 92.30566, "loss_bbox": 0.26957, "loss_mask": 0.2659, "loss": 0.83336, "time": 0.82892}
{"mode": "train", "epoch": 3, "iter": 6200, "lr": 0.0001, "memory": 13582, "data_time": 0.04764, "loss_rpn_cls": 0.03017, "loss_rpn_bbox": 0.05015, "loss_cls": 0.21855, "acc": 92.26318, "loss_bbox": 0.27594, "loss_mask": 0.26631, "loss": 0.84113, "time": 0.78346}
{"mode": "train", "epoch": 3, "iter": 6250, "lr": 0.0001, "memory": 13582, "data_time": 0.03709, "loss_rpn_cls": 0.02851, "loss_rpn_bbox": 0.04913, "loss_cls": 0.21817, "acc": 92.27759, "loss_bbox": 0.26816, "loss_mask": 0.27022, "loss": 0.83419, "time": 0.8877}
{"mode": "train", "epoch": 3, "iter": 6300, "lr": 0.0001, "memory": 13582, "data_time": 0.03288, "loss_rpn_cls": 0.02568, "loss_rpn_bbox": 0.04451, "loss_cls": 0.22085, "acc": 92.26392, "loss_bbox": 0.26574, "loss_mask": 0.26658, "loss": 0.82336, "time": 0.83606}
{"mode": "train", "epoch": 3, "iter": 6350, "lr": 0.0001, "memory": 13582, "data_time": 0.02961, "loss_rpn_cls": 0.0274, "loss_rpn_bbox": 0.04681, "loss_cls": 0.21267, "acc": 92.53442, "loss_bbox": 0.26252, "loss_mask": 0.26249, "loss": 0.81188, "time": 0.76698}
{"mode": "train", "epoch": 3, "iter": 6400, "lr": 0.0001, "memory": 13582, "data_time": 0.03739, "loss_rpn_cls": 0.02878, "loss_rpn_bbox": 0.04915, "loss_cls": 0.22181, "acc": 92.18726, "loss_bbox": 0.27321, "loss_mask": 0.26553, "loss": 0.83848, "time": 0.77573}
{"mode": "train", "epoch": 3, "iter": 6450, "lr": 0.0001, "memory": 13582, "data_time": 0.04153, "loss_rpn_cls": 0.02987, "loss_rpn_bbox": 0.04954, "loss_cls": 0.22089, "acc": 92.2876, "loss_bbox": 0.26976, "loss_mask": 0.25835, "loss": 0.8284, "time": 0.87033}
{"mode": "train", "epoch": 3, "iter": 6500, "lr": 0.0001, "memory": 13582, "data_time": 0.03968, "loss_rpn_cls": 0.02959, "loss_rpn_bbox": 0.05105, "loss_cls": 0.21661, "acc": 92.32471, "loss_bbox": 0.26981, "loss_mask": 0.26291, "loss": 0.82997, "time": 0.83214}
{"mode": "train", "epoch": 3, "iter": 6550, "lr": 0.0001, "memory": 13582, "data_time": 0.0381, "loss_rpn_cls": 0.02776, "loss_rpn_bbox": 0.0495, "loss_cls": 0.21968, "acc": 92.37061, "loss_bbox": 0.26146, "loss_mask": 0.26027, "loss": 0.81867, "time": 0.7755}
{"mode": "train", "epoch": 3, "iter": 6600, "lr": 0.0001, "memory": 13582, "data_time": 0.03915, "loss_rpn_cls": 0.02929, "loss_rpn_bbox": 0.0509, "loss_cls": 0.22453, "acc": 92.10693, "loss_bbox": 0.27669, "loss_mask": 0.26903, "loss": 0.85044, "time": 0.77895}
{"mode": "train", "epoch": 3, "iter": 6650, "lr": 0.0001, "memory": 13582, "data_time": 0.0324, "loss_rpn_cls": 0.0287, "loss_rpn_bbox": 0.0515, "loss_cls": 0.22314, "acc": 92.19238, "loss_bbox": 0.27595, "loss_mask": 0.2656, "loss": 0.84489, "time": 0.83009}
{"mode": "train", "epoch": 3, "iter": 6700, "lr": 0.0001, "memory": 13582, "data_time": 0.03908, "loss_rpn_cls": 0.02698, "loss_rpn_bbox": 0.0477, "loss_cls": 0.21095, "acc": 92.38379, "loss_bbox": 0.26839, "loss_mask": 0.26455, "loss": 0.81856, "time": 0.76996}
{"mode": "train", "epoch": 3, "iter": 6750, "lr": 0.0001, "memory": 13582, "data_time": 0.03239, "loss_rpn_cls": 0.02787, "loss_rpn_bbox": 0.0486, "loss_cls": 0.21604, "acc": 92.41333, "loss_bbox": 0.26518, "loss_mask": 0.2709, "loss": 0.8286, "time": 0.86874}
{"mode": "train", "epoch": 3, "iter": 6800, "lr": 0.0001, "memory": 13582, "data_time": 0.03181, "loss_rpn_cls": 0.02826, "loss_rpn_bbox": 0.04951, "loss_cls": 0.21808, "acc": 92.41089, "loss_bbox": 0.26653, "loss_mask": 0.27067, "loss": 0.83305, "time": 0.77012}
{"mode": "train", "epoch": 3, "iter": 6850, "lr": 0.0001, "memory": 13582, "data_time": 0.02961, "loss_rpn_cls": 0.02814, "loss_rpn_bbox": 0.04991, "loss_cls": 0.21456, "acc": 92.52148, "loss_bbox": 0.26267, "loss_mask": 0.26108, "loss": 0.81635, "time": 0.8602}
{"mode": "train", "epoch": 3, "iter": 6900, "lr": 0.0001, "memory": 13582, "data_time": 0.03706, "loss_rpn_cls": 0.02645, "loss_rpn_bbox": 0.04872, "loss_cls": 0.21425, "acc": 92.42871, "loss_bbox": 0.25936, "loss_mask": 0.26708, "loss": 0.81586, "time": 0.76886}
{"mode": "train", "epoch": 3, "iter": 6950, "lr": 0.0001, "memory": 13582, "data_time": 0.03818, "loss_rpn_cls": 0.02822, "loss_rpn_bbox": 0.05026, "loss_cls": 0.23154, "acc": 91.91553, "loss_bbox": 0.27846, "loss_mask": 0.26617, "loss": 0.85466, "time": 0.77707}
{"mode": "train", "epoch": 3, "iter": 7000, "lr": 0.0001, "memory": 13582, "data_time": 0.03479, "loss_rpn_cls": 0.02799, "loss_rpn_bbox": 0.04938, "loss_cls": 0.22178, "acc": 92.31689, "loss_bbox": 0.26448, "loss_mask": 0.25576, "loss": 0.8194, "time": 0.77589}
{"mode": "train", "epoch": 3, "iter": 7050, "lr": 0.0001, "memory": 13582, "data_time": 0.04064, "loss_rpn_cls": 0.02874, "loss_rpn_bbox": 0.04692, "loss_cls": 0.23083, "acc": 91.99146, "loss_bbox": 0.28042, "loss_mask": 0.26513, "loss": 0.85204, "time": 0.94236}
{"mode": "train", "epoch": 3, "iter": 7100, "lr": 0.0001, "memory": 13582, "data_time": 0.04662, "loss_rpn_cls": 0.02865, "loss_rpn_bbox": 0.04712, "loss_cls": 0.21193, "acc": 92.43237, "loss_bbox": 0.2607, "loss_mask": 0.26653, "loss": 0.81492, "time": 0.78941}
{"mode": "train", "epoch": 3, "iter": 7150, "lr": 0.0001, "memory": 13582, "data_time": 0.03395, "loss_rpn_cls": 0.02794, "loss_rpn_bbox": 0.04768, "loss_cls": 0.2152, "acc": 92.38989, "loss_bbox": 0.26858, "loss_mask": 0.26745, "loss": 0.82685, "time": 0.77562}
{"mode": "train", "epoch": 3, "iter": 7200, "lr": 0.0001, "memory": 13582, "data_time": 0.03902, "loss_rpn_cls": 0.02778, "loss_rpn_bbox": 0.04807, "loss_cls": 0.21606, "acc": 92.46973, "loss_bbox": 0.26396, "loss_mask": 0.26485, "loss": 0.82073, "time": 0.77405}
{"mode": "train", "epoch": 3, "iter": 7250, "lr": 0.0001, "memory": 13582, "data_time": 0.03058, "loss_rpn_cls": 0.02767, "loss_rpn_bbox": 0.04615, "loss_cls": 0.21383, "acc": 92.479, "loss_bbox": 0.26593, "loss_mask": 0.26306, "loss": 0.81663, "time": 0.77511}
{"mode": "train", "epoch": 3, "iter": 7300, "lr": 0.0001, "memory": 13582, "data_time": 0.0317, "loss_rpn_cls": 0.02754, "loss_rpn_bbox": 0.04836, "loss_cls": 0.2097, "acc": 92.69556, "loss_bbox": 0.25865, "loss_mask": 0.26062, "loss": 0.80488, "time": 0.87314}
{"mode": "val", "epoch": 3, "iter": 625, "lr": 0.0001, "bbox_mAP": 0.398, "bbox_mAP_50": 0.643, "bbox_mAP_75": 0.431, "bbox_mAP_s": 0.225, "bbox_mAP_m": 0.436, "bbox_mAP_l": 0.574, "bbox_mAP_copypaste": "0.398 0.643 0.431 0.225 0.436 0.574", "segm_mAP": 0.366, "segm_mAP_50": 0.601, "segm_mAP_75": 0.382, "segm_mAP_s": 0.152, "segm_mAP_m": 0.395, "segm_mAP_l": 0.591, "segm_mAP_copypaste": "0.366 0.601 0.382 0.152 0.395 0.591"}
{"mode": "train", "epoch": 4, "iter": 50, "lr": 0.0001, "memory": 13582, "data_time": 0.09805, "loss_rpn_cls": 0.02372, "loss_rpn_bbox": 0.04428, "loss_cls": 0.2078, "acc": 92.41602, "loss_bbox": 0.2631, "loss_mask": 0.25827, "loss": 0.79717, "time": 1.12778}
{"mode": "train", "epoch": 4, "iter": 100, "lr": 0.0001, "memory": 13582, "data_time": 0.03309, "loss_rpn_cls": 0.02658, "loss_rpn_bbox": 0.04749, "loss_cls": 0.21334, "acc": 92.4458, "loss_bbox": 0.26313, "loss_mask": 0.26416, "loss": 0.81469, "time": 0.76532}
{"mode": "train", "epoch": 4, "iter": 150, "lr": 0.0001, "memory": 13582, "data_time": 0.03146, "loss_rpn_cls": 0.02489, "loss_rpn_bbox": 0.04974, "loss_cls": 0.20768, "acc": 92.61035, "loss_bbox": 0.26426, "loss_mask": 0.26033, "loss": 0.80689, "time": 0.76854}
{"mode": "train", "epoch": 4, "iter": 200, "lr": 0.0001, "memory": 13582, "data_time": 0.03092, "loss_rpn_cls": 0.02579, "loss_rpn_bbox": 0.04919, "loss_cls": 0.20857, "acc": 92.61548, "loss_bbox": 0.26333, "loss_mask": 0.26394, "loss": 0.81082, "time": 0.77339}
{"mode": "train", "epoch": 4, "iter": 250, "lr": 0.0001, "memory": 13582, "data_time": 0.02899, "loss_rpn_cls": 0.02329, "loss_rpn_bbox": 0.04448, "loss_cls": 0.20716, "acc": 92.62256, "loss_bbox": 0.26012, "loss_mask": 0.2601, "loss": 0.79514, "time": 0.77087}
{"mode": "train", "epoch": 4, "iter": 300, "lr": 0.0001, "memory": 13582, "data_time": 0.04267, "loss_rpn_cls": 0.02584, "loss_rpn_bbox": 0.04804, "loss_cls": 0.20979, "acc": 92.29858, "loss_bbox": 0.27353, "loss_mask": 0.26546, "loss": 0.82265, "time": 0.77385}
{"mode": "train", "epoch": 4, "iter": 350, "lr": 0.0001, "memory": 13582, "data_time": 0.03869, "loss_rpn_cls": 0.02637, "loss_rpn_bbox": 0.04796, "loss_cls": 0.21555, "acc": 92.17212, "loss_bbox": 0.2723, "loss_mask": 0.26073, "loss": 0.82292, "time": 0.82546}
{"mode": "train", "epoch": 4, "iter": 400, "lr": 0.0001, "memory": 13582, "data_time": 0.03681, "loss_rpn_cls": 0.02447, "loss_rpn_bbox": 0.04659, "loss_cls": 0.20933, "acc": 92.46899, "loss_bbox": 0.26337, "loss_mask": 0.26011, "loss": 0.80387, "time": 0.7725}
{"mode": "train", "epoch": 4, "iter": 450, "lr": 0.0001, "memory": 13582, "data_time": 0.04188, "loss_rpn_cls": 0.02776, "loss_rpn_bbox": 0.04986, "loss_cls": 0.20408, "acc": 92.69897, "loss_bbox": 0.26268, "loss_mask": 0.25843, "loss": 0.8028, "time": 0.82576}
{"mode": "train", "epoch": 4, "iter": 500, "lr": 0.0001, "memory": 13582, "data_time": 0.04132, "loss_rpn_cls": 0.02812, "loss_rpn_bbox": 0.04981, "loss_cls": 0.21528, "acc": 92.31812, "loss_bbox": 0.27233, "loss_mask": 0.26245, "loss": 0.82799, "time": 0.82309}
{"mode": "train", "epoch": 4, "iter": 550, "lr": 0.0001, "memory": 13582, "data_time": 0.03153, "loss_rpn_cls": 0.02611, "loss_rpn_bbox": 0.04835, "loss_cls": 0.20453, "acc": 92.55518, "loss_bbox": 0.26176, "loss_mask": 0.25866, "loss": 0.79941, "time": 0.82851}
{"mode": "train", "epoch": 4, "iter": 600, "lr": 0.0001, "memory": 13582, "data_time": 0.03761, "loss_rpn_cls": 0.02613, "loss_rpn_bbox": 0.04913, "loss_cls": 0.20149, "acc": 92.76904, "loss_bbox": 0.25728, "loss_mask": 0.26186, "loss": 0.79589, "time": 0.81852}
{"mode": "train", "epoch": 4, "iter": 650, "lr": 0.0001, "memory": 13582, "data_time": 0.03716, "loss_rpn_cls": 0.02747, "loss_rpn_bbox": 0.0482, "loss_cls": 0.20572, "acc": 92.68018, "loss_bbox": 0.25831, "loss_mask": 0.26027, "loss": 0.79998, "time": 0.86697}
{"mode": "train", "epoch": 4, "iter": 700, "lr": 0.0001, "memory": 13582, "data_time": 0.04358, "loss_rpn_cls": 0.02535, "loss_rpn_bbox": 0.04919, "loss_cls": 0.21255, "acc": 92.45312, "loss_bbox": 0.26481, "loss_mask": 0.26239, "loss": 0.81429, "time": 0.82749}
{"mode": "train", "epoch": 4, "iter": 750, "lr": 0.0001, "memory": 13582, "data_time": 0.03359, "loss_rpn_cls": 0.02396, "loss_rpn_bbox": 0.04674, "loss_cls": 0.20083, "acc": 92.79883, "loss_bbox": 0.2585, "loss_mask": 0.25588, "loss": 0.78591, "time": 0.77521}
{"mode": "train", "epoch": 4, "iter": 800, "lr": 0.0001, "memory": 13582, "data_time": 0.04215, "loss_rpn_cls": 0.02824, "loss_rpn_bbox": 0.05154, "loss_cls": 0.21747, "acc": 92.22485, "loss_bbox": 0.27017, "loss_mask": 0.26113, "loss": 0.82855, "time": 0.77943}
{"mode": "train", "epoch": 4, "iter": 850, "lr": 0.0001, "memory": 13582, "data_time": 0.0361, "loss_rpn_cls": 0.02612, "loss_rpn_bbox": 0.04664, "loss_cls": 0.20954, "acc": 92.5752, "loss_bbox": 0.26183, "loss_mask": 0.26242, "loss": 0.80656, "time": 0.8233}
{"mode": "train", "epoch": 4, "iter": 900, "lr": 0.0001, "memory": 13582, "data_time": 0.03688, "loss_rpn_cls": 0.02249, "loss_rpn_bbox": 0.04266, "loss_cls": 0.20005, "acc": 92.88672, "loss_bbox": 0.25422, "loss_mask": 0.26089, "loss": 0.78032, "time": 0.76868}
{"mode": "train", "epoch": 4, "iter": 950, "lr": 0.0001, "memory": 13582, "data_time": 0.03418, "loss_rpn_cls": 0.0237, "loss_rpn_bbox": 0.04451, "loss_cls": 0.20644, "acc": 92.73975, "loss_bbox": 0.25738, "loss_mask": 0.25703, "loss": 0.78905, "time": 0.76853}
{"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.0001, "memory": 13582, "data_time": 0.0402, "loss_rpn_cls": 0.0264, "loss_rpn_bbox": 0.04629, "loss_cls": 0.21257, "acc": 92.54224, "loss_bbox": 0.26237, "loss_mask": 0.26414, "loss": 0.81177, "time": 0.78063}
{"mode": "train", "epoch": 4, "iter": 1050, "lr": 0.0001, "memory": 13582, "data_time": 0.03885, "loss_rpn_cls": 0.02507, "loss_rpn_bbox": 0.04654, "loss_cls": 0.20107, "acc": 92.79541, "loss_bbox": 0.25496, "loss_mask": 0.25717, "loss": 0.78481, "time": 0.83859}
{"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.0001, "memory": 13582, "data_time": 0.03129, "loss_rpn_cls": 0.0293, "loss_rpn_bbox": 0.05041, "loss_cls": 0.22192, "acc": 92.0564, "loss_bbox": 0.27803, "loss_mask": 0.26774, "loss": 0.8474, "time": 0.87926}
{"mode": "train", "epoch": 4, "iter": 1150, "lr": 0.0001, "memory": 13582, "data_time": 0.04487, "loss_rpn_cls": 0.02625, "loss_rpn_bbox": 0.04908, "loss_cls": 0.20707, "acc": 92.50293, "loss_bbox": 0.26458, "loss_mask": 0.25677, "loss": 0.80374, "time": 0.78094}
{"mode": "train", "epoch": 4, "iter": 1200, "lr": 0.0001, "memory": 13582, "data_time": 0.03736, "loss_rpn_cls": 0.02588, "loss_rpn_bbox": 0.04496, "loss_cls": 0.19937, "acc": 92.88672, "loss_bbox": 0.24638, "loss_mask": 0.25312, "loss": 0.76972, "time": 0.866}
{"mode": "train", "epoch": 4, "iter": 1250, "lr": 0.0001, "memory": 13582, "data_time": 0.03933, "loss_rpn_cls": 0.02602, "loss_rpn_bbox": 0.04571, "loss_cls": 0.20654, "acc": 92.69263, "loss_bbox": 0.26167, "loss_mask": 0.25845, "loss": 0.79839, "time": 0.81935}
{"mode": "train", "epoch": 4, "iter": 1300, "lr": 0.0001, "memory": 13582, "data_time": 0.04291, "loss_rpn_cls": 0.02846, "loss_rpn_bbox": 0.05059, "loss_cls": 0.22771, "acc": 91.93066, "loss_bbox": 0.28275, "loss_mask": 0.27137, "loss": 0.86089, "time": 0.82141}
{"mode": "train", "epoch": 4, "iter": 1350, "lr": 0.0001, "memory": 13582, "data_time": 0.03926, "loss_rpn_cls": 0.02464, "loss_rpn_bbox": 0.04552, "loss_cls": 0.20648, "acc": 92.73438, "loss_bbox": 0.25611, "loss_mask": 0.25622, "loss": 0.78896, "time": 0.77035}
{"mode": "train", "epoch": 4, "iter": 1400, "lr": 0.0001, "memory": 13582, "data_time": 0.03565, "loss_rpn_cls": 0.02697, "loss_rpn_bbox": 0.04881, "loss_cls": 0.20276, "acc": 92.66895, "loss_bbox": 0.25921, "loss_mask": 0.25795, "loss": 0.79572, "time": 0.77355}
{"mode": "train", "epoch": 4, "iter": 1450, "lr": 0.0001, "memory": 13582, "data_time": 0.03458, "loss_rpn_cls": 0.02518, "loss_rpn_bbox": 0.04797, "loss_cls": 0.20677, "acc": 92.62695, "loss_bbox": 0.26532, "loss_mask": 0.26044, "loss": 0.80568, "time": 0.77961}
{"mode": "train", "epoch": 4, "iter": 1500, "lr": 0.0001, "memory": 13582, "data_time": 0.03044, "loss_rpn_cls": 0.02663, "loss_rpn_bbox": 0.0476, "loss_cls": 0.20616, "acc": 92.64917, "loss_bbox": 0.25874, "loss_mask": 0.25888, "loss": 0.79801, "time": 0.85676}
{"mode": "train", "epoch": 4, "iter": 1550, "lr": 0.0001, "memory": 13582, "data_time": 0.03953, "loss_rpn_cls": 0.02322, "loss_rpn_bbox": 0.04525, "loss_cls": 0.20847, "acc": 92.61768, "loss_bbox": 0.26222, "loss_mask": 0.2549, "loss": 0.79406, "time": 0.77435}
{"mode": "train", "epoch": 4, "iter": 1600, "lr": 0.0001, "memory": 13582, "data_time": 0.03219, "loss_rpn_cls": 0.02887, "loss_rpn_bbox": 0.05003, "loss_cls": 0.21457, "acc": 92.40308, "loss_bbox": 0.26737, "loss_mask": 0.26203, "loss": 0.82286, "time": 0.83081}
{"mode": "train", "epoch": 4, "iter": 1650, "lr": 0.0001, "memory": 13582, "data_time": 0.03375, "loss_rpn_cls": 0.02578, "loss_rpn_bbox": 0.05032, "loss_cls": 0.21252, "acc": 92.44629, "loss_bbox": 0.26662, "loss_mask": 0.25847, "loss": 0.81371, "time": 0.77895}
{"mode": "train", "epoch": 4, "iter": 1700, "lr": 0.0001, "memory": 13582, "data_time": 0.04513, "loss_rpn_cls": 0.02766, "loss_rpn_bbox": 0.05072, "loss_cls": 0.20938, "acc": 92.39111, "loss_bbox": 0.27101, "loss_mask": 0.26208, "loss": 0.82085, "time": 0.90839}
{"mode": "train", "epoch": 4, "iter": 1750, "lr": 0.0001, "memory": 13582, "data_time": 0.04098, "loss_rpn_cls": 0.02447, "loss_rpn_bbox": 0.04714, "loss_cls": 0.20502, "acc": 92.5918, "loss_bbox": 0.26366, "loss_mask": 0.25796, "loss": 0.79825, "time": 0.77658}
{"mode": "train", "epoch": 4, "iter": 1800, "lr": 0.0001, "memory": 13582, "data_time": 0.0392, "loss_rpn_cls": 0.02718, "loss_rpn_bbox": 0.04996, "loss_cls": 0.22107, "acc": 92.2605, "loss_bbox": 0.27463, "loss_mask": 0.26289, "loss": 0.83574, "time": 0.81954}
{"mode": "train", "epoch": 4, "iter": 1850, "lr": 0.0001, "memory": 13582, "data_time": 0.03233, "loss_rpn_cls": 0.02596, "loss_rpn_bbox": 0.04831, "loss_cls": 0.2032, "acc": 92.77148, "loss_bbox": 0.2565, "loss_mask": 0.258, "loss": 0.79197, "time": 0.8571}
{"mode": "train", "epoch": 4, "iter": 1900, "lr": 0.0001, "memory": 13582, "data_time": 0.03883, "loss_rpn_cls": 0.02431, "loss_rpn_bbox": 0.04299, "loss_cls": 0.19765, "acc": 92.86938, "loss_bbox": 0.25042, "loss_mask": 0.24641, "loss": 0.76178, "time": 0.77613}
{"mode": "train", "epoch": 4, "iter": 1950, "lr": 0.0001, "memory": 13582, "data_time": 0.03921, "loss_rpn_cls": 0.02792, "loss_rpn_bbox": 0.04976, "loss_cls": 0.2112, "acc": 92.56055, "loss_bbox": 0.26128, "loss_mask": 0.26088, "loss": 0.81104, "time": 0.77395}
{"mode": "train", "epoch": 4, "iter": 2000, "lr": 0.0001, "memory": 13582, "data_time": 0.03657, "loss_rpn_cls": 0.02374, "loss_rpn_bbox": 0.04616, "loss_cls": 0.2091, "acc": 92.52368, "loss_bbox": 0.26053, "loss_mask": 0.25415, "loss": 0.79368, "time": 0.78192}
{"mode": "train", "epoch": 4, "iter": 2050, "lr": 0.0001, "memory": 13582, "data_time": 0.03528, "loss_rpn_cls": 0.02364, "loss_rpn_bbox": 0.04761, "loss_cls": 0.21511, "acc": 92.42871, "loss_bbox": 0.26827, "loss_mask": 0.25608, "loss": 0.81071, "time": 0.77456}
{"mode": "train", "epoch": 4, "iter": 2100, "lr": 0.0001, "memory": 13582, "data_time": 0.03493, "loss_rpn_cls": 0.02497, "loss_rpn_bbox": 0.0464, "loss_cls": 0.20733, "acc": 92.66992, "loss_bbox": 0.25842, "loss_mask": 0.25549, "loss": 0.7926, "time": 0.88909}
{"mode": "train", "epoch": 4, "iter": 2150, "lr": 0.0001, "memory": 13582, "data_time": 0.03655, "loss_rpn_cls": 0.02489, "loss_rpn_bbox": 0.0476, "loss_cls": 0.21043, "acc": 92.47803, "loss_bbox": 0.26821, "loss_mask": 0.26054, "loss": 0.81167, "time": 0.77466}
{"mode": "train", "epoch": 4, "iter": 2200, "lr": 0.0001, "memory": 13582, "data_time": 0.03, "loss_rpn_cls": 0.02667, "loss_rpn_bbox": 0.04927, "loss_cls": 0.20879, "acc": 92.61572, "loss_bbox": 0.26161, "loss_mask": 0.26271, "loss": 0.80906, "time": 0.77872}
{"mode": "train", "epoch": 4, "iter": 2250, "lr": 0.0001, "memory": 13582, "data_time": 0.03653, "loss_rpn_cls": 0.02562, "loss_rpn_bbox": 0.04793, "loss_cls": 0.21289, "acc": 92.38916, "loss_bbox": 0.26747, "loss_mask": 0.26576, "loss": 0.81967, "time": 0.82171}
{"mode": "train", "epoch": 4, "iter": 2300, "lr": 0.0001, "memory": 13582, "data_time": 0.03711, "loss_rpn_cls": 0.02631, "loss_rpn_bbox": 0.04961, "loss_cls": 0.22653, "acc": 91.84424, "loss_bbox": 0.28055, "loss_mask": 0.26403, "loss": 0.84703, "time": 0.87097}
{"mode": "train", "epoch": 4, "iter": 2350, "lr": 0.0001, "memory": 13582, "data_time": 0.03885, "loss_rpn_cls": 0.02352, "loss_rpn_bbox": 0.04597, "loss_cls": 0.20122, "acc": 92.86792, "loss_bbox": 0.24799, "loss_mask": 0.25091, "loss": 0.76962, "time": 0.82082}
{"mode": "train", "epoch": 4, "iter": 2400, "lr": 0.0001, "memory": 13582, "data_time": 0.03804, "loss_rpn_cls": 0.02566, "loss_rpn_bbox": 0.04781, "loss_cls": 0.21768, "acc": 92.33813, "loss_bbox": 0.26827, "loss_mask": 0.25385, "loss": 0.81327, "time": 0.77834}
{"mode": "train", "epoch": 4, "iter": 2450, "lr": 0.0001, "memory": 13582, "data_time": 0.03885, "loss_rpn_cls": 0.02746, "loss_rpn_bbox": 0.05073, "loss_cls": 0.21729, "acc": 92.26196, "loss_bbox": 0.26549, "loss_mask": 0.25847, "loss": 0.81944, "time": 0.87396}
{"mode": "train", "epoch": 4, "iter": 2500, "lr": 0.0001, "memory": 13582, "data_time": 0.0305, "loss_rpn_cls": 0.02558, "loss_rpn_bbox": 0.04757, "loss_cls": 0.21101, "acc": 92.59229, "loss_bbox": 0.25654, "loss_mask": 0.26155, "loss": 0.80225, "time": 0.77129}
{"mode": "train", "epoch": 4, "iter": 2550, "lr": 0.0001, "memory": 13582, "data_time": 0.02808, "loss_rpn_cls": 0.02506, "loss_rpn_bbox": 0.04645, "loss_cls": 0.19953, "acc": 92.91724, "loss_bbox": 0.25022, "loss_mask": 0.25368, "loss": 0.77495, "time": 0.76752}
{"mode": "train", "epoch": 4, "iter": 2600, "lr": 0.0001, "memory": 13582, "data_time": 0.03584, "loss_rpn_cls": 0.02364, "loss_rpn_bbox": 0.04551, "loss_cls": 0.20389, "acc": 92.68555, "loss_bbox": 0.25558, "loss_mask": 0.25593, "loss": 0.78455, "time": 0.77202}
{"mode": "train", "epoch": 4, "iter": 2650, "lr": 0.0001, "memory": 13582, "data_time": 0.02976, "loss_rpn_cls": 0.02605, "loss_rpn_bbox": 0.04677, "loss_cls": 0.20764, "acc": 92.61475, "loss_bbox": 0.25727, "loss_mask": 0.25378, "loss": 0.79151, "time": 0.83769}
{"mode": "train", "epoch": 4, "iter": 2700, "lr": 0.0001, "memory": 13582, "data_time": 0.03774, "loss_rpn_cls": 0.02503, "loss_rpn_bbox": 0.0471, "loss_cls": 0.20088, "acc": 92.95068, "loss_bbox": 0.25373, "loss_mask": 0.25848, "loss": 0.78521, "time": 0.81816}
{"mode": "train", "epoch": 4, "iter": 2750, "lr": 0.0001, "memory": 13582, "data_time": 0.03288, "loss_rpn_cls": 0.02402, "loss_rpn_bbox": 0.04632, "loss_cls": 0.20492, "acc": 92.6228, "loss_bbox": 0.26392, "loss_mask": 0.25928, "loss": 0.79847, "time": 0.76667}
{"mode": "train", "epoch": 4, "iter": 2800, "lr": 0.0001, "memory": 13582, "data_time": 0.03228, "loss_rpn_cls": 0.0265, "loss_rpn_bbox": 0.0492, "loss_cls": 0.2132, "acc": 92.35669, "loss_bbox": 0.26571, "loss_mask": 0.26485, "loss": 0.81946, "time": 0.77735}
{"mode": "train", "epoch": 4, "iter": 2850, "lr": 0.0001, "memory": 13582, "data_time": 0.02977, "loss_rpn_cls": 0.02653, "loss_rpn_bbox": 0.04846, "loss_cls": 0.2177, "acc": 92.22021, "loss_bbox": 0.27448, "loss_mask": 0.26305, "loss": 0.83021, "time": 0.86604}
{"mode": "train", "epoch": 4, "iter": 2900, "lr": 0.0001, "memory": 13582, "data_time": 0.03826, "loss_rpn_cls": 0.02246, "loss_rpn_bbox": 0.04342, "loss_cls": 0.19878, "acc": 92.93042, "loss_bbox": 0.24929, "loss_mask": 0.24561, "loss": 0.75956, "time": 0.82009}
{"mode": "train", "epoch": 4, "iter": 2950, "lr": 0.0001, "memory": 13582, "data_time": 0.03627, "loss_rpn_cls": 0.02497, "loss_rpn_bbox": 0.04887, "loss_cls": 0.208, "acc": 92.65234, "loss_bbox": 0.25947, "loss_mask": 0.26028, "loss": 0.80159, "time": 0.8248}
{"mode": "train", "epoch": 4, "iter": 3000, "lr": 0.0001, "memory": 13582, "data_time": 0.03672, "loss_rpn_cls": 0.02362, "loss_rpn_bbox": 0.04761, "loss_cls": 0.2016, "acc": 92.82056, "loss_bbox": 0.25904, "loss_mask": 0.25396, "loss": 0.78582, "time": 0.7805}
{"mode": "train", "epoch": 4, "iter": 3050, "lr": 0.0001, "memory": 13582, "data_time": 0.04194, "loss_rpn_cls": 0.0257, "loss_rpn_bbox": 0.04683, "loss_cls": 0.20875, "acc": 92.42749, "loss_bbox": 0.26748, "loss_mask": 0.25683, "loss": 0.80559, "time": 0.82073}
{"mode": "train", "epoch": 4, "iter": 3100, "lr": 0.0001, "memory": 13582, "data_time": 0.03023, "loss_rpn_cls": 0.02541, "loss_rpn_bbox": 0.05056, "loss_cls": 0.2115, "acc": 92.38745, "loss_bbox": 0.26617, "loss_mask": 0.25998, "loss": 0.81361, "time": 0.82486}
{"mode": "train", "epoch": 4, "iter": 3150, "lr": 0.0001, "memory": 13582, "data_time": 0.03584, "loss_rpn_cls": 0.02292, "loss_rpn_bbox": 0.04571, "loss_cls": 0.20184, "acc": 92.81909, "loss_bbox": 0.25642, "loss_mask": 0.2562, "loss": 0.78309, "time": 0.81991}
{"mode": "train", "epoch": 4, "iter": 3200, "lr": 0.0001, "memory": 13582, "data_time": 0.03613, "loss_rpn_cls": 0.02509, "loss_rpn_bbox": 0.04809, "loss_cls": 0.21388, "acc": 92.41333, "loss_bbox": 0.26727, "loss_mask": 0.26106, "loss": 0.81538, "time": 0.77048}
{"mode": "train", "epoch": 4, "iter": 3250, "lr": 0.0001, "memory": 13582, "data_time": 0.03766, "loss_rpn_cls": 0.02651, "loss_rpn_bbox": 0.04835, "loss_cls": 0.21319, "acc": 92.50977, "loss_bbox": 0.26318, "loss_mask": 0.25698, "loss": 0.80821, "time": 0.82878}
{"mode": "train", "epoch": 4, "iter": 3300, "lr": 0.0001, "memory": 13582, "data_time": 0.03087, "loss_rpn_cls": 0.02889, "loss_rpn_bbox": 0.04902, "loss_cls": 0.2095, "acc": 92.47925, "loss_bbox": 0.26105, "loss_mask": 0.26176, "loss": 0.81022, "time": 0.78028}
{"mode": "train", "epoch": 4, "iter": 3350, "lr": 0.0001, "memory": 13582, "data_time": 0.03723, "loss_rpn_cls": 0.02752, "loss_rpn_bbox": 0.04776, "loss_cls": 0.20953, "acc": 92.50684, "loss_bbox": 0.26117, "loss_mask": 0.26031, "loss": 0.80629, "time": 0.77157}
{"mode": "train", "epoch": 4, "iter": 3400, "lr": 0.0001, "memory": 13582, "data_time": 0.03306, "loss_rpn_cls": 0.02451, "loss_rpn_bbox": 0.04717, "loss_cls": 0.20705, "acc": 92.63647, "loss_bbox": 0.25296, "loss_mask": 0.25244, "loss": 0.78412, "time": 0.81786}
{"mode": "train", "epoch": 4, "iter": 3450, "lr": 0.0001, "memory": 13582, "data_time": 0.03614, "loss_rpn_cls": 0.02474, "loss_rpn_bbox": 0.04553, "loss_cls": 0.20418, "acc": 92.64917, "loss_bbox": 0.26167, "loss_mask": 0.26098, "loss": 0.7971, "time": 0.91277}
{"mode": "train", "epoch": 4, "iter": 3500, "lr": 0.0001, "memory": 13582, "data_time": 0.03886, "loss_rpn_cls": 0.0255, "loss_rpn_bbox": 0.04907, "loss_cls": 0.20592, "acc": 92.64355, "loss_bbox": 0.26346, "loss_mask": 0.26161, "loss": 0.80556, "time": 0.77467}
{"mode": "train", "epoch": 4, "iter": 3550, "lr": 0.0001, "memory": 13582, "data_time": 0.03266, "loss_rpn_cls": 0.0251, "loss_rpn_bbox": 0.0454, "loss_cls": 0.20054, "acc": 92.89038, "loss_bbox": 0.25542, "loss_mask": 0.25305, "loss": 0.77952, "time": 0.81804}
{"mode": "train", "epoch": 4, "iter": 3600, "lr": 0.0001, "memory": 13582, "data_time": 0.03658, "loss_rpn_cls": 0.02541, "loss_rpn_bbox": 0.04526, "loss_cls": 0.20376, "acc": 92.65845, "loss_bbox": 0.2588, "loss_mask": 0.25965, "loss": 0.79287, "time": 0.82414}
{"mode": "train", "epoch": 4, "iter": 3650, "lr": 0.0001, "memory": 13582, "data_time": 0.04212, "loss_rpn_cls": 0.02716, "loss_rpn_bbox": 0.04921, "loss_cls": 0.20833, "acc": 92.55371, "loss_bbox": 0.26402, "loss_mask": 0.26153, "loss": 0.81026, "time": 0.78037}
{"mode": "train", "epoch": 4, "iter": 3700, "lr": 0.0001, "memory": 13582, "data_time": 0.03428, "loss_rpn_cls": 0.02362, "loss_rpn_bbox": 0.04485, "loss_cls": 0.2011, "acc": 92.71021, "loss_bbox": 0.25473, "loss_mask": 0.25732, "loss": 0.78162, "time": 0.77638}
{"mode": "train", "epoch": 4, "iter": 3750, "lr": 0.0001, "memory": 13582, "data_time": 0.03434, "loss_rpn_cls": 0.02651, "loss_rpn_bbox": 0.04549, "loss_cls": 0.20745, "acc": 92.59985, "loss_bbox": 0.26418, "loss_mask": 0.26277, "loss": 0.80639, "time": 0.87801}
{"mode": "train", "epoch": 4, "iter": 3800, "lr": 0.0001, "memory": 13582, "data_time": 0.02878, "loss_rpn_cls": 0.02627, "loss_rpn_bbox": 0.04979, "loss_cls": 0.2214, "acc": 92.10303, "loss_bbox": 0.27287, "loss_mask": 0.26691, "loss": 0.83725, "time": 0.77354}
{"mode": "train", "epoch": 4, "iter": 3850, "lr": 0.0001, "memory": 13582, "data_time": 0.04038, "loss_rpn_cls": 0.02543, "loss_rpn_bbox": 0.04794, "loss_cls": 0.21065, "acc": 92.55005, "loss_bbox": 0.25873, "loss_mask": 0.25972, "loss": 0.80247, "time": 0.77737}
{"mode": "train", "epoch": 4, "iter": 3900, "lr": 0.0001, "memory": 13582, "data_time": 0.03195, "loss_rpn_cls": 0.02591, "loss_rpn_bbox": 0.04736, "loss_cls": 0.20751, "acc": 92.72339, "loss_bbox": 0.25123, "loss_mask": 0.24906, "loss": 0.78107, "time": 0.77095}
{"mode": "train", "epoch": 4, "iter": 3950, "lr": 0.0001, "memory": 13582, "data_time": 0.02828, "loss_rpn_cls": 0.0222, "loss_rpn_bbox": 0.04352, "loss_cls": 0.20092, "acc": 92.90283, "loss_bbox": 0.25106, "loss_mask": 0.25941, "loss": 0.77711, "time": 0.80928}
{"mode": "train", "epoch": 4, "iter": 4000, "lr": 0.0001, "memory": 13582, "data_time": 0.03733, "loss_rpn_cls": 0.02433, "loss_rpn_bbox": 0.04892, "loss_cls": 0.21463, "acc": 92.38647, "loss_bbox": 0.26768, "loss_mask": 0.26025, "loss": 0.81582, "time": 0.81671}
{"mode": "train", "epoch": 4, "iter": 4050, "lr": 0.0001, "memory": 13582, "data_time": 0.03018, "loss_rpn_cls": 0.02569, "loss_rpn_bbox": 0.04472, "loss_cls": 0.20415, "acc": 92.66528, "loss_bbox": 0.25626, "loss_mask": 0.26359, "loss": 0.79441, "time": 0.85811}
{"mode": "train", "epoch": 4, "iter": 4100, "lr": 0.0001, "memory": 13582, "data_time": 0.03944, "loss_rpn_cls": 0.02556, "loss_rpn_bbox": 0.04713, "loss_cls": 0.2056, "acc": 92.59253, "loss_bbox": 0.26006, "loss_mask": 0.25835, "loss": 0.7967, "time": 0.80858}
{"mode": "train", "epoch": 4, "iter": 4150, "lr": 0.0001, "memory": 13582, "data_time": 0.03613, "loss_rpn_cls": 0.02615, "loss_rpn_bbox": 0.04751, "loss_cls": 0.21015, "acc": 92.44092, "loss_bbox": 0.26615, "loss_mask": 0.25661, "loss": 0.80657, "time": 0.77765}
{"mode": "train", "epoch": 4, "iter": 4200, "lr": 0.0001, "memory": 13582, "data_time": 0.04037, "loss_rpn_cls": 0.02521, "loss_rpn_bbox": 0.04804, "loss_cls": 0.2021, "acc": 92.72803, "loss_bbox": 0.26251, "loss_mask": 0.25385, "loss": 0.79172, "time": 0.81035}
{"mode": "train", "epoch": 4, "iter": 4250, "lr": 0.0001, "memory": 13582, "data_time": 0.034, "loss_rpn_cls": 0.02395, "loss_rpn_bbox": 0.04693, "loss_cls": 0.20189, "acc": 92.67017, "loss_bbox": 0.25683, "loss_mask": 0.25491, "loss": 0.78451, "time": 0.76686}
{"mode": "train", "epoch": 4, "iter": 4300, "lr": 0.0001, "memory": 13582, "data_time": 0.04009, "loss_rpn_cls": 0.02464, "loss_rpn_bbox": 0.04567, "loss_cls": 0.20049, "acc": 92.93726, "loss_bbox": 0.25365, "loss_mask": 0.24978, "loss": 0.77422, "time": 0.81618}
{"mode": "train", "epoch": 4, "iter": 4350, "lr": 0.0001, "memory": 13582, "data_time": 0.03396, "loss_rpn_cls": 0.02577, "loss_rpn_bbox": 0.04594, "loss_cls": 0.20479, "acc": 92.66431, "loss_bbox": 0.26007, "loss_mask": 0.25647, "loss": 0.79304, "time": 0.82226}
{"mode": "train", "epoch": 4, "iter": 4400, "lr": 0.0001, "memory": 13582, "data_time": 0.02993, "loss_rpn_cls": 0.02774, "loss_rpn_bbox": 0.04471, "loss_cls": 0.20189, "acc": 92.87354, "loss_bbox": 0.25527, "loss_mask": 0.25569, "loss": 0.78531, "time": 0.77275}
{"mode": "train", "epoch": 4, "iter": 4450, "lr": 0.0001, "memory": 13582, "data_time": 0.03458, "loss_rpn_cls": 0.02671, "loss_rpn_bbox": 0.04963, "loss_cls": 0.20655, "acc": 92.58472, "loss_bbox": 0.25871, "loss_mask": 0.26063, "loss": 0.80223, "time": 0.77386}
{"mode": "train", "epoch": 4, "iter": 4500, "lr": 0.0001, "memory": 13582, "data_time": 0.03371, "loss_rpn_cls": 0.02709, "loss_rpn_bbox": 0.0483, "loss_cls": 0.20989, "acc": 92.521, "loss_bbox": 0.26079, "loss_mask": 0.26019, "loss": 0.80628, "time": 0.81151}
{"mode": "train", "epoch": 4, "iter": 4550, "lr": 0.0001, "memory": 13582, "data_time": 0.03801, "loss_rpn_cls": 0.02551, "loss_rpn_bbox": 0.04808, "loss_cls": 0.20586, "acc": 92.64136, "loss_bbox": 0.25936, "loss_mask": 0.26249, "loss": 0.80132, "time": 0.7738}
{"mode": "train", "epoch": 4, "iter": 4600, "lr": 0.0001, "memory": 13582, "data_time": 0.03929, "loss_rpn_cls": 0.02461, "loss_rpn_bbox": 0.04691, "loss_cls": 0.20176, "acc": 92.95068, "loss_bbox": 0.25308, "loss_mask": 0.25305, "loss": 0.77942, "time": 0.85457}
{"mode": "train", "epoch": 4, "iter": 4650, "lr": 0.0001, "memory": 13582, "data_time": 0.04463, "loss_rpn_cls": 0.02587, "loss_rpn_bbox": 0.04545, "loss_cls": 0.20721, "acc": 92.66187, "loss_bbox": 0.26056, "loss_mask": 0.25488, "loss": 0.79396, "time": 0.81992}
{"mode": "train", "epoch": 4, "iter": 4700, "lr": 0.0001, "memory": 13582, "data_time": 0.02993, "loss_rpn_cls": 0.02658, "loss_rpn_bbox": 0.04715, "loss_cls": 0.21653, "acc": 92.28833, "loss_bbox": 0.26622, "loss_mask": 0.25715, "loss": 0.81363, "time": 0.78225}
{"mode": "train", "epoch": 4, "iter": 4750, "lr": 0.0001, "memory": 13582, "data_time": 0.03729, "loss_rpn_cls": 0.02494, "loss_rpn_bbox": 0.04527, "loss_cls": 0.1929, "acc": 93.15942, "loss_bbox": 0.24484, "loss_mask": 0.25133, "loss": 0.75928, "time": 0.82116}
{"mode": "train", "epoch": 4, "iter": 4800, "lr": 0.0001, "memory": 13582, "data_time": 0.03688, "loss_rpn_cls": 0.02698, "loss_rpn_bbox": 0.04825, "loss_cls": 0.21464, "acc": 92.26172, "loss_bbox": 0.26494, "loss_mask": 0.25554, "loss": 0.81035, "time": 0.81426}
{"mode": "train", "epoch": 4, "iter": 4850, "lr": 0.0001, "memory": 13582, "data_time": 0.03376, "loss_rpn_cls": 0.02441, "loss_rpn_bbox": 0.04463, "loss_cls": 0.20129, "acc": 92.83789, "loss_bbox": 0.25488, "loss_mask": 0.25175, "loss": 0.77696, "time": 0.77423}
{"mode": "train", "epoch": 4, "iter": 4900, "lr": 0.0001, "memory": 13582, "data_time": 0.03385, "loss_rpn_cls": 0.02354, "loss_rpn_bbox": 0.04465, "loss_cls": 0.20132, "acc": 92.75952, "loss_bbox": 0.25472, "loss_mask": 0.25943, "loss": 0.78366, "time": 0.81829}
{"mode": "train", "epoch": 4, "iter": 4950, "lr": 0.0001, "memory": 13582, "data_time": 0.03179, "loss_rpn_cls": 0.02644, "loss_rpn_bbox": 0.04668, "loss_cls": 0.20699, "acc": 92.5022, "loss_bbox": 0.26117, "loss_mask": 0.25659, "loss": 0.79787, "time": 0.81844}
{"mode": "train", "epoch": 4, "iter": 5000, "lr": 0.0001, "memory": 13582, "data_time": 0.03477, "loss_rpn_cls": 0.02835, "loss_rpn_bbox": 0.05158, "loss_cls": 0.21722, "acc": 92.20581, "loss_bbox": 0.27039, "loss_mask": 0.2607, "loss": 0.82825, "time": 0.82227}
{"mode": "train", "epoch": 4, "iter": 5050, "lr": 0.0001, "memory": 13582, "data_time": 0.03816, "loss_rpn_cls": 0.02549, "loss_rpn_bbox": 0.04933, "loss_cls": 0.21053, "acc": 92.39209, "loss_bbox": 0.26629, "loss_mask": 0.25562, "loss": 0.80727, "time": 0.77615}
{"mode": "train", "epoch": 4, "iter": 5100, "lr": 0.0001, "memory": 13582, "data_time": 0.03464, "loss_rpn_cls": 0.02378, "loss_rpn_bbox": 0.04465, "loss_cls": 0.1991, "acc": 92.94141, "loss_bbox": 0.24986, "loss_mask": 0.24913, "loss": 0.76652, "time": 0.8154}
{"mode": "train", "epoch": 4, "iter": 5150, "lr": 0.0001, "memory": 13582, "data_time": 0.03273, "loss_rpn_cls": 0.02445, "loss_rpn_bbox": 0.04733, "loss_cls": 0.20875, "acc": 92.50732, "loss_bbox": 0.26242, "loss_mask": 0.25864, "loss": 0.80159, "time": 0.77043}
{"mode": "train", "epoch": 4, "iter": 5200, "lr": 0.0001, "memory": 13582, "data_time": 0.03425, "loss_rpn_cls": 0.02376, "loss_rpn_bbox": 0.04642, "loss_cls": 0.20653, "acc": 92.42944, "loss_bbox": 0.26403, "loss_mask": 0.25611, "loss": 0.79685, "time": 0.86924}
{"mode": "train", "epoch": 4, "iter": 5250, "lr": 0.0001, "memory": 13582, "data_time": 0.03605, "loss_rpn_cls": 0.0266, "loss_rpn_bbox": 0.04607, "loss_cls": 0.20916, "acc": 92.4834, "loss_bbox": 0.26562, "loss_mask": 0.26383, "loss": 0.81128, "time": 0.77436}
{"mode": "train", "epoch": 4, "iter": 5300, "lr": 0.0001, "memory": 13582, "data_time": 0.0396, "loss_rpn_cls": 0.02866, "loss_rpn_bbox": 0.0519, "loss_cls": 0.23003, "acc": 91.97412, "loss_bbox": 0.27659, "loss_mask": 0.26264, "loss": 0.84982, "time": 0.77903}
{"mode": "train", "epoch": 4, "iter": 5350, "lr": 0.0001, "memory": 13582, "data_time": 0.033, "loss_rpn_cls": 0.02483, "loss_rpn_bbox": 0.04658, "loss_cls": 0.20336, "acc": 92.63989, "loss_bbox": 0.25971, "loss_mask": 0.25127, "loss": 0.78575, "time": 0.82311}
{"mode": "train", "epoch": 4, "iter": 5400, "lr": 0.0001, "memory": 13582, "data_time": 0.0335, "loss_rpn_cls": 0.02614, "loss_rpn_bbox": 0.04612, "loss_cls": 0.20805, "acc": 92.67773, "loss_bbox": 0.25384, "loss_mask": 0.25321, "loss": 0.78736, "time": 0.82089}
{"mode": "train", "epoch": 4, "iter": 5450, "lr": 0.0001, "memory": 13582, "data_time": 0.03311, "loss_rpn_cls": 0.02767, "loss_rpn_bbox": 0.04705, "loss_cls": 0.20628, "acc": 92.65137, "loss_bbox": 0.26031, "loss_mask": 0.2594, "loss": 0.8007, "time": 0.77503}
{"mode": "train", "epoch": 4, "iter": 5500, "lr": 0.0001, "memory": 13582, "data_time": 0.03783, "loss_rpn_cls": 0.02701, "loss_rpn_bbox": 0.04628, "loss_cls": 0.20266, "acc": 92.7439, "loss_bbox": 0.25424, "loss_mask": 0.25704, "loss": 0.78723, "time": 0.85803}
{"mode": "train", "epoch": 4, "iter": 5550, "lr": 0.0001, "memory": 13582, "data_time": 0.03685, "loss_rpn_cls": 0.02491, "loss_rpn_bbox": 0.04737, "loss_cls": 0.20858, "acc": 92.52734, "loss_bbox": 0.26664, "loss_mask": 0.25712, "loss": 0.80462, "time": 0.82105}
{"mode": "train", "epoch": 4, "iter": 5600, "lr": 0.0001, "memory": 13582, "data_time": 0.03791, "loss_rpn_cls": 0.0251, "loss_rpn_bbox": 0.04549, "loss_cls": 0.20625, "acc": 92.52539, "loss_bbox": 0.26304, "loss_mask": 0.2588, "loss": 0.79868, "time": 0.77478}
{"mode": "train", "epoch": 4, "iter": 5650, "lr": 0.0001, "memory": 13582, "data_time": 0.03198, "loss_rpn_cls": 0.02629, "loss_rpn_bbox": 0.04766, "loss_cls": 0.20762, "acc": 92.53369, "loss_bbox": 0.25875, "loss_mask": 0.25327, "loss": 0.79359, "time": 0.81769}
{"mode": "train", "epoch": 4, "iter": 5700, "lr": 0.0001, "memory": 13582, "data_time": 0.04168, "loss_rpn_cls": 0.02393, "loss_rpn_bbox": 0.04484, "loss_cls": 0.20351, "acc": 92.74487, "loss_bbox": 0.25573, "loss_mask": 0.25616, "loss": 0.78417, "time": 0.8265}
{"mode": "train", "epoch": 4, "iter": 5750, "lr": 0.0001, "memory": 13582, "data_time": 0.03179, "loss_rpn_cls": 0.02469, "loss_rpn_bbox": 0.04513, "loss_cls": 0.2043, "acc": 92.60205, "loss_bbox": 0.26655, "loss_mask": 0.25522, "loss": 0.7959, "time": 0.7713}
{"mode": "train", "epoch": 4, "iter": 5800, "lr": 0.0001, "memory": 13582, "data_time": 0.02896, "loss_rpn_cls": 0.02466, "loss_rpn_bbox": 0.04845, "loss_cls": 0.19929, "acc": 92.82959, "loss_bbox": 0.25322, "loss_mask": 0.25122, "loss": 0.77684, "time": 0.80879}
{"mode": "train", "epoch": 4, "iter": 5850, "lr": 0.0001, "memory": 13582, "data_time": 0.03552, "loss_rpn_cls": 0.02704, "loss_rpn_bbox": 0.0472, "loss_cls": 0.21369, "acc": 92.45215, "loss_bbox": 0.2646, "loss_mask": 0.25168, "loss": 0.80421, "time": 0.82266}
{"mode": "train", "epoch": 4, "iter": 5900, "lr": 0.0001, "memory": 13582, "data_time": 0.03129, "loss_rpn_cls": 0.02662, "loss_rpn_bbox": 0.04551, "loss_cls": 0.20603, "acc": 92.78101, "loss_bbox": 0.2503, "loss_mask": 0.25433, "loss": 0.78278, "time": 0.77202}
{"mode": "train", "epoch": 4, "iter": 5950, "lr": 0.0001, "memory": 13582, "data_time": 0.03218, "loss_rpn_cls": 0.0242, "loss_rpn_bbox": 0.04589, "loss_cls": 0.20973, "acc": 92.45898, "loss_bbox": 0.26632, "loss_mask": 0.25849, "loss": 0.80463, "time": 0.77767}
{"mode": "train", "epoch": 4, "iter": 6000, "lr": 0.0001, "memory": 13582, "data_time": 0.03869, "loss_rpn_cls": 0.02428, "loss_rpn_bbox": 0.0459, "loss_cls": 0.21382, "acc": 92.30298, "loss_bbox": 0.26607, "loss_mask": 0.25274, "loss": 0.80281, "time": 0.86434}
{"mode": "train", "epoch": 4, "iter": 6050, "lr": 0.0001, "memory": 13582, "data_time": 0.03153, "loss_rpn_cls": 0.02496, "loss_rpn_bbox": 0.04548, "loss_cls": 0.19949, "acc": 92.9043, "loss_bbox": 0.24786, "loss_mask": 0.25116, "loss": 0.76895, "time": 0.77582}
{"mode": "train", "epoch": 4, "iter": 6100, "lr": 0.0001, "memory": 13582, "data_time": 0.03701, "loss_rpn_cls": 0.02655, "loss_rpn_bbox": 0.04616, "loss_cls": 0.2114, "acc": 92.56494, "loss_bbox": 0.25825, "loss_mask": 0.25674, "loss": 0.79909, "time": 0.81846}
{"mode": "train", "epoch": 4, "iter": 6150, "lr": 0.0001, "memory": 13582, "data_time": 0.03741, "loss_rpn_cls": 0.02467, "loss_rpn_bbox": 0.04559, "loss_cls": 0.2018, "acc": 92.81738, "loss_bbox": 0.2525, "loss_mask": 0.25667, "loss": 0.78122, "time": 0.82222}
{"mode": "train", "epoch": 4, "iter": 6200, "lr": 0.0001, "memory": 13582, "data_time": 0.03423, "loss_rpn_cls": 0.02779, "loss_rpn_bbox": 0.04694, "loss_cls": 0.20913, "acc": 92.48779, "loss_bbox": 0.25852, "loss_mask": 0.2507, "loss": 0.79308, "time": 0.82502}
{"mode": "train", "epoch": 4, "iter": 6250, "lr": 0.0001, "memory": 13582, "data_time": 0.03253, "loss_rpn_cls": 0.02502, "loss_rpn_bbox": 0.04677, "loss_cls": 0.20418, "acc": 92.80322, "loss_bbox": 0.25196, "loss_mask": 0.2575, "loss": 0.78543, "time": 0.8115}
{"mode": "train", "epoch": 4, "iter": 6300, "lr": 0.0001, "memory": 13582, "data_time": 0.03094, "loss_rpn_cls": 0.02393, "loss_rpn_bbox": 0.04575, "loss_cls": 0.19348, "acc": 93.06567, "loss_bbox": 0.24642, "loss_mask": 0.24787, "loss": 0.75745, "time": 0.7742}
{"mode": "train", "epoch": 4, "iter": 6350, "lr": 0.0001, "memory": 13582, "data_time": 0.03954, "loss_rpn_cls": 0.02567, "loss_rpn_bbox": 0.04697, "loss_cls": 0.20652, "acc": 92.57764, "loss_bbox": 0.25896, "loss_mask": 0.25741, "loss": 0.79553, "time": 0.82118}
{"mode": "train", "epoch": 4, "iter": 6400, "lr": 0.0001, "memory": 13582, "data_time": 0.02778, "loss_rpn_cls": 0.02496, "loss_rpn_bbox": 0.0453, "loss_cls": 0.20217, "acc": 92.76514, "loss_bbox": 0.25437, "loss_mask": 0.25517, "loss": 0.78197, "time": 0.76947}
{"mode": "train", "epoch": 4, "iter": 6450, "lr": 0.0001, "memory": 13582, "data_time": 0.03828, "loss_rpn_cls": 0.02561, "loss_rpn_bbox": 0.04858, "loss_cls": 0.22398, "acc": 92.00684, "loss_bbox": 0.27643, "loss_mask": 0.26602, "loss": 0.84062, "time": 0.77703}
{"mode": "train", "epoch": 4, "iter": 6500, "lr": 0.0001, "memory": 13582, "data_time": 0.0335, "loss_rpn_cls": 0.0231, "loss_rpn_bbox": 0.04261, "loss_cls": 0.20343, "acc": 92.68555, "loss_bbox": 0.25416, "loss_mask": 0.2555, "loss": 0.77881, "time": 0.82505}
{"mode": "train", "epoch": 4, "iter": 6550, "lr": 0.0001, "memory": 13582, "data_time": 0.03637, "loss_rpn_cls": 0.02379, "loss_rpn_bbox": 0.04392, "loss_cls": 0.19337, "acc": 93.13062, "loss_bbox": 0.237, "loss_mask": 0.25221, "loss": 0.75029, "time": 0.85549}
{"mode": "train", "epoch": 4, "iter": 6600, "lr": 0.0001, "memory": 13582, "data_time": 0.03199, "loss_rpn_cls": 0.02225, "loss_rpn_bbox": 0.04285, "loss_cls": 0.20144, "acc": 92.82495, "loss_bbox": 0.2516, "loss_mask": 0.25045, "loss": 0.76859, "time": 0.76856}
{"mode": "train", "epoch": 4, "iter": 6650, "lr": 0.0001, "memory": 13582, "data_time": 0.04178, "loss_rpn_cls": 0.02396, "loss_rpn_bbox": 0.04495, "loss_cls": 0.20711, "acc": 92.59082, "loss_bbox": 0.25991, "loss_mask": 0.25588, "loss": 0.7918, "time": 0.82563}
{"mode": "train", "epoch": 4, "iter": 6700, "lr": 0.0001, "memory": 13582, "data_time": 0.03471, "loss_rpn_cls": 0.02437, "loss_rpn_bbox": 0.04746, "loss_cls": 0.20439, "acc": 92.71094, "loss_bbox": 0.25667, "loss_mask": 0.25784, "loss": 0.79072, "time": 0.77293}
{"mode": "train", "epoch": 4, "iter": 6750, "lr": 0.0001, "memory": 13582, "data_time": 0.03713, "loss_rpn_cls": 0.02466, "loss_rpn_bbox": 0.0475, "loss_cls": 0.20258, "acc": 92.76685, "loss_bbox": 0.25164, "loss_mask": 0.2528, "loss": 0.77918, "time": 0.82224}
{"mode": "train", "epoch": 4, "iter": 6800, "lr": 0.0001, "memory": 13582, "data_time": 0.03575, "loss_rpn_cls": 0.02645, "loss_rpn_bbox": 0.05005, "loss_cls": 0.21408, "acc": 92.42676, "loss_bbox": 0.26494, "loss_mask": 0.26493, "loss": 0.82045, "time": 0.77472}
{"mode": "train", "epoch": 4, "iter": 6850, "lr": 0.0001, "memory": 13582, "data_time": 0.04286, "loss_rpn_cls": 0.02553, "loss_rpn_bbox": 0.04562, "loss_cls": 0.20194, "acc": 92.72046, "loss_bbox": 0.25284, "loss_mask": 0.25499, "loss": 0.78091, "time": 0.92314}
{"mode": "train", "epoch": 4, "iter": 6900, "lr": 0.0001, "memory": 13582, "data_time": 0.03135, "loss_rpn_cls": 0.02349, "loss_rpn_bbox": 0.04654, "loss_cls": 0.19872, "acc": 92.91089, "loss_bbox": 0.24575, "loss_mask": 0.24814, "loss": 0.76265, "time": 0.77892}
{"mode": "train", "epoch": 4, "iter": 6950, "lr": 0.0001, "memory": 13582, "data_time": 0.03684, "loss_rpn_cls": 0.02481, "loss_rpn_bbox": 0.04784, "loss_cls": 0.20766, "acc": 92.56226, "loss_bbox": 0.26366, "loss_mask": 0.25883, "loss": 0.8028, "time": 0.77255}
{"mode": "train", "epoch": 4, "iter": 7000, "lr": 0.0001, "memory": 13582, "data_time": 0.03891, "loss_rpn_cls": 0.02414, "loss_rpn_bbox": 0.04505, "loss_cls": 0.20059, "acc": 92.87549, "loss_bbox": 0.24805, "loss_mask": 0.24912, "loss": 0.76694, "time": 0.7749}
{"mode": "train", "epoch": 4, "iter": 7050, "lr": 0.0001, "memory": 13582, "data_time": 0.03619, "loss_rpn_cls": 0.02631, "loss_rpn_bbox": 0.04596, "loss_cls": 0.20869, "acc": 92.57056, "loss_bbox": 0.26212, "loss_mask": 0.25469, "loss": 0.79777, "time": 0.83259}
{"mode": "train", "epoch": 4, "iter": 7100, "lr": 0.0001, "memory": 13582, "data_time": 0.0386, "loss_rpn_cls": 0.02691, "loss_rpn_bbox": 0.0472, "loss_cls": 0.20302, "acc": 92.82471, "loss_bbox": 0.25215, "loss_mask": 0.25317, "loss": 0.78244, "time": 0.81688}
{"mode": "train", "epoch": 4, "iter": 7150, "lr": 0.0001, "memory": 13582, "data_time": 0.03315, "loss_rpn_cls": 0.02429, "loss_rpn_bbox": 0.04643, "loss_cls": 0.20297, "acc": 92.69507, "loss_bbox": 0.26217, "loss_mask": 0.25783, "loss": 0.79369, "time": 0.82084}
{"mode": "train", "epoch": 4, "iter": 7200, "lr": 0.0001, "memory": 13582, "data_time": 0.03055, "loss_rpn_cls": 0.02472, "loss_rpn_bbox": 0.04638, "loss_cls": 0.20168, "acc": 92.79565, "loss_bbox": 0.25404, "loss_mask": 0.25509, "loss": 0.78191, "time": 0.76555}
{"mode": "train", "epoch": 4, "iter": 7250, "lr": 0.0001, "memory": 13582, "data_time": 0.03249, "loss_rpn_cls": 0.02459, "loss_rpn_bbox": 0.04441, "loss_cls": 0.20324, "acc": 92.79126, "loss_bbox": 0.25326, "loss_mask": 0.25423, "loss": 0.77974, "time": 0.80604}
{"mode": "train", "epoch": 4, "iter": 7300, "lr": 0.0001, "memory": 13582, "data_time": 0.03035, "loss_rpn_cls": 0.02317, "loss_rpn_bbox": 0.04448, "loss_cls": 0.20224, "acc": 92.82812, "loss_bbox": 0.25311, "loss_mask": 0.24939, "loss": 0.77239, "time": 0.81361}
{"mode": "val", "epoch": 4, "iter": 625, "lr": 0.0001, "bbox_mAP": 0.412, "bbox_mAP_50": 0.662, "bbox_mAP_75": 0.447, "bbox_mAP_s": 0.234, "bbox_mAP_m": 0.45, "bbox_mAP_l": 0.585, "bbox_mAP_copypaste": "0.412 0.662 0.447 0.234 0.450 0.585", "segm_mAP": 0.377, "segm_mAP_50": 0.623, "segm_mAP_75": 0.394, "segm_mAP_s": 0.159, "segm_mAP_m": 0.407, "segm_mAP_l": 0.605, "segm_mAP_copypaste": "0.377 0.623 0.394 0.159 0.407 0.605"}
{"mode": "train", "epoch": 5, "iter": 50, "lr": 0.0001, "memory": 13582, "data_time": 0.10421, "loss_rpn_cls": 0.02184, "loss_rpn_bbox": 0.04383, "loss_cls": 0.19705, "acc": 93.00952, "loss_bbox": 0.24571, "loss_mask": 0.24917, "loss": 0.7576, "time": 0.98308}
{"mode": "train", "epoch": 5, "iter": 100, "lr": 0.0001, "memory": 13582, "data_time": 0.04214, "loss_rpn_cls": 0.02348, "loss_rpn_bbox": 0.04583, "loss_cls": 0.19882, "acc": 92.875, "loss_bbox": 0.25568, "loss_mask": 0.24758, "loss": 0.77139, "time": 0.82316}
{"mode": "train", "epoch": 5, "iter": 150, "lr": 0.0001, "memory": 13582, "data_time": 0.03315, "loss_rpn_cls": 0.02243, "loss_rpn_bbox": 0.04541, "loss_cls": 0.18912, "acc": 93.10156, "loss_bbox": 0.24203, "loss_mask": 0.24549, "loss": 0.74447, "time": 0.76829}
{"mode": "train", "epoch": 5, "iter": 200, "lr": 0.0001, "memory": 13582, "data_time": 0.0394, "loss_rpn_cls": 0.02229, "loss_rpn_bbox": 0.04317, "loss_cls": 0.19311, "acc": 92.89307, "loss_bbox": 0.25131, "loss_mask": 0.25208, "loss": 0.76197, "time": 0.76608}
{"mode": "train", "epoch": 5, "iter": 250, "lr": 0.0001, "memory": 13582, "data_time": 0.03845, "loss_rpn_cls": 0.02412, "loss_rpn_bbox": 0.0462, "loss_cls": 0.19869, "acc": 92.80103, "loss_bbox": 0.2546, "loss_mask": 0.25054, "loss": 0.77416, "time": 0.87034}
{"mode": "train", "epoch": 5, "iter": 300, "lr": 0.0001, "memory": 13582, "data_time": 0.04558, "loss_rpn_cls": 0.02107, "loss_rpn_bbox": 0.04265, "loss_cls": 0.18976, "acc": 93.03271, "loss_bbox": 0.24712, "loss_mask": 0.24572, "loss": 0.74631, "time": 0.86694}
{"mode": "train", "epoch": 5, "iter": 350, "lr": 0.0001, "memory": 13582, "data_time": 0.04436, "loss_rpn_cls": 0.02122, "loss_rpn_bbox": 0.04451, "loss_cls": 0.19786, "acc": 92.82471, "loss_bbox": 0.25221, "loss_mask": 0.25041, "loss": 0.76622, "time": 0.78474}
{"mode": "train", "epoch": 5, "iter": 400, "lr": 0.0001, "memory": 13582, "data_time": 0.03635, "loss_rpn_cls": 0.024, "loss_rpn_bbox": 0.04692, "loss_cls": 0.19987, "acc": 92.75122, "loss_bbox": 0.2541, "loss_mask": 0.25557, "loss": 0.78046, "time": 0.77508}
{"mode": "train", "epoch": 5, "iter": 450, "lr": 0.0001, "memory": 13582, "data_time": 0.03252, "loss_rpn_cls": 0.0231, "loss_rpn_bbox": 0.04751, "loss_cls": 0.20607, "acc": 92.6272, "loss_bbox": 0.26501, "loss_mask": 0.25684, "loss": 0.79853, "time": 0.77584}
{"mode": "train", "epoch": 5, "iter": 500, "lr": 0.0001, "memory": 13582, "data_time": 0.04424, "loss_rpn_cls": 0.02046, "loss_rpn_bbox": 0.04604, "loss_cls": 0.20163, "acc": 92.70312, "loss_bbox": 0.2576, "loss_mask": 0.25279, "loss": 0.77851, "time": 0.81799}
{"mode": "train", "epoch": 5, "iter": 550, "lr": 0.0001, "memory": 13582, "data_time": 0.03175, "loss_rpn_cls": 0.02539, "loss_rpn_bbox": 0.04631, "loss_cls": 0.20383, "acc": 92.6355, "loss_bbox": 0.25502, "loss_mask": 0.24985, "loss": 0.7804, "time": 0.81744}
{"mode": "train", "epoch": 5, "iter": 600, "lr": 0.0001, "memory": 13582, "data_time": 0.031, "loss_rpn_cls": 0.02165, "loss_rpn_bbox": 0.04308, "loss_cls": 0.18618, "acc": 93.1875, "loss_bbox": 0.23849, "loss_mask": 0.24335, "loss": 0.73275, "time": 0.76741}
{"mode": "train", "epoch": 5, "iter": 650, "lr": 0.0001, "memory": 13582, "data_time": 0.03825, "loss_rpn_cls": 0.0215, "loss_rpn_bbox": 0.04352, "loss_cls": 0.1901, "acc": 93.0874, "loss_bbox": 0.24514, "loss_mask": 0.24584, "loss": 0.7461, "time": 0.87208}
{"mode": "train", "epoch": 5, "iter": 700, "lr": 0.0001, "memory": 13582, "data_time": 0.02898, "loss_rpn_cls": 0.02424, "loss_rpn_bbox": 0.04685, "loss_cls": 0.19371, "acc": 92.85449, "loss_bbox": 0.24915, "loss_mask": 0.24862, "loss": 0.76257, "time": 0.7778}
{"mode": "train", "epoch": 5, "iter": 750, "lr": 0.0001, "memory": 13582, "data_time": 0.03579, "loss_rpn_cls": 0.02188, "loss_rpn_bbox": 0.0428, "loss_cls": 0.18605, "acc": 93.09302, "loss_bbox": 0.24436, "loss_mask": 0.2463, "loss": 0.74139, "time": 0.81467}
{"mode": "train", "epoch": 5, "iter": 800, "lr": 0.0001, "memory": 13582, "data_time": 0.0341, "loss_rpn_cls": 0.02225, "loss_rpn_bbox": 0.04399, "loss_cls": 0.1925, "acc": 92.98657, "loss_bbox": 0.24593, "loss_mask": 0.24806, "loss": 0.75272, "time": 0.77137}
{"mode": "train", "epoch": 5, "iter": 850, "lr": 0.0001, "memory": 13582, "data_time": 0.03572, "loss_rpn_cls": 0.02491, "loss_rpn_bbox": 0.04551, "loss_cls": 0.2024, "acc": 92.75879, "loss_bbox": 0.25503, "loss_mask": 0.25595, "loss": 0.7838, "time": 0.87961}
{"mode": "train", "epoch": 5, "iter": 900, "lr": 0.0001, "memory": 13582, "data_time": 0.03191, "loss_rpn_cls": 0.02421, "loss_rpn_bbox": 0.04504, "loss_cls": 0.20231, "acc": 92.65747, "loss_bbox": 0.25528, "loss_mask": 0.24771, "loss": 0.77455, "time": 0.81689}
{"mode": "train", "epoch": 5, "iter": 950, "lr": 0.0001, "memory": 13582, "data_time": 0.03948, "loss_rpn_cls": 0.0243, "loss_rpn_bbox": 0.04608, "loss_cls": 0.1984, "acc": 92.69751, "loss_bbox": 0.25563, "loss_mask": 0.25526, "loss": 0.77967, "time": 0.77582}
{"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.0001, "memory": 13582, "data_time": 0.0402, "loss_rpn_cls": 0.02417, "loss_rpn_bbox": 0.04198, "loss_cls": 0.1893, "acc": 93.11987, "loss_bbox": 0.24792, "loss_mask": 0.24751, "loss": 0.75089, "time": 0.77511}
{"mode": "train", "epoch": 5, "iter": 1050, "lr": 0.0001, "memory": 13582, "data_time": 0.03651, "loss_rpn_cls": 0.0228, "loss_rpn_bbox": 0.04528, "loss_cls": 0.19895, "acc": 92.91919, "loss_bbox": 0.24958, "loss_mask": 0.24882, "loss": 0.76543, "time": 0.77955}
{"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.0001, "memory": 13582, "data_time": 0.04055, "loss_rpn_cls": 0.02448, "loss_rpn_bbox": 0.04646, "loss_cls": 0.20093, "acc": 92.71558, "loss_bbox": 0.25931, "loss_mask": 0.24895, "loss": 0.78014, "time": 0.78319}
{"mode": "train", "epoch": 5, "iter": 1150, "lr": 0.0001, "memory": 13582, "data_time": 0.03658, "loss_rpn_cls": 0.02387, "loss_rpn_bbox": 0.04632, "loss_cls": 0.20312, "acc": 92.62451, "loss_bbox": 0.25499, "loss_mask": 0.24832, "loss": 0.77662, "time": 0.86786}
{"mode": "train", "epoch": 5, "iter": 1200, "lr": 0.0001, "memory": 13582, "data_time": 0.03688, "loss_rpn_cls": 0.02076, "loss_rpn_bbox": 0.04344, "loss_cls": 0.19479, "acc": 92.86182, "loss_bbox": 0.25686, "loss_mask": 0.24806, "loss": 0.76391, "time": 0.76839}
{"mode": "train", "epoch": 5, "iter": 1250, "lr": 0.0001, "memory": 13582, "data_time": 0.04284, "loss_rpn_cls": 0.02245, "loss_rpn_bbox": 0.04615, "loss_cls": 0.19634, "acc": 92.96143, "loss_bbox": 0.24752, "loss_mask": 0.24726, "loss": 0.75971, "time": 0.8821}
{"mode": "train", "epoch": 5, "iter": 1300, "lr": 0.0001, "memory": 13582, "data_time": 0.03382, "loss_rpn_cls": 0.02095, "loss_rpn_bbox": 0.04354, "loss_cls": 0.18992, "acc": 93.13086, "loss_bbox": 0.24439, "loss_mask": 0.24984, "loss": 0.74865, "time": 0.76482}
{"mode": "train", "epoch": 5, "iter": 1350, "lr": 0.0001, "memory": 13582, "data_time": 0.0387, "loss_rpn_cls": 0.02183, "loss_rpn_bbox": 0.04219, "loss_cls": 0.19117, "acc": 93.02466, "loss_bbox": 0.24105, "loss_mask": 0.24269, "loss": 0.73893, "time": 0.80876}
{"mode": "train", "epoch": 5, "iter": 1400, "lr": 0.0001, "memory": 13582, "data_time": 0.04797, "loss_rpn_cls": 0.02191, "loss_rpn_bbox": 0.04522, "loss_cls": 0.20112, "acc": 92.79419, "loss_bbox": 0.25372, "loss_mask": 0.24918, "loss": 0.77116, "time": 0.78253}
{"mode": "train", "epoch": 5, "iter": 1450, "lr": 0.0001, "memory": 13582, "data_time": 0.03512, "loss_rpn_cls": 0.02341, "loss_rpn_bbox": 0.04582, "loss_cls": 0.19639, "acc": 92.9519, "loss_bbox": 0.24847, "loss_mask": 0.24566, "loss": 0.75976, "time": 0.8273}
{"mode": "train", "epoch": 5, "iter": 1500, "lr": 0.0001, "memory": 13582, "data_time": 0.04412, "loss_rpn_cls": 0.02419, "loss_rpn_bbox": 0.04661, "loss_cls": 0.20982, "acc": 92.43335, "loss_bbox": 0.25911, "loss_mask": 0.25632, "loss": 0.79604, "time": 0.89029}
{"mode": "train", "epoch": 5, "iter": 1550, "lr": 0.0001, "memory": 13582, "data_time": 0.03556, "loss_rpn_cls": 0.02361, "loss_rpn_bbox": 0.04465, "loss_cls": 0.19743, "acc": 92.80469, "loss_bbox": 0.25067, "loss_mask": 0.24828, "loss": 0.76463, "time": 0.77141}
{"mode": "train", "epoch": 5, "iter": 1600, "lr": 0.0001, "memory": 13582, "data_time": 0.03966, "loss_rpn_cls": 0.02447, "loss_rpn_bbox": 0.04696, "loss_cls": 0.20018, "acc": 92.8667, "loss_bbox": 0.24798, "loss_mask": 0.24773, "loss": 0.76732, "time": 0.78486}
{"mode": "train", "epoch": 5, "iter": 1650, "lr": 0.0001, "memory": 13582, "data_time": 0.03798, "loss_rpn_cls": 0.02285, "loss_rpn_bbox": 0.04406, "loss_cls": 0.19285, "acc": 93.02466, "loss_bbox": 0.24335, "loss_mask": 0.25091, "loss": 0.75401, "time": 0.77338}
{"mode": "train", "epoch": 5, "iter": 1700, "lr": 0.0001, "memory": 13582, "data_time": 0.03396, "loss_rpn_cls": 0.02495, "loss_rpn_bbox": 0.04698, "loss_cls": 0.20427, "acc": 92.63257, "loss_bbox": 0.25737, "loss_mask": 0.25069, "loss": 0.78426, "time": 0.77459}
{"mode": "train", "epoch": 5, "iter": 1750, "lr": 0.0001, "memory": 13582, "data_time": 0.04002, "loss_rpn_cls": 0.02246, "loss_rpn_bbox": 0.04664, "loss_cls": 0.2014, "acc": 92.65088, "loss_bbox": 0.25814, "loss_mask": 0.2471, "loss": 0.77574, "time": 0.87256}
{"mode": "train", "epoch": 5, "iter": 1800, "lr": 0.0001, "memory": 13582, "data_time": 0.03642, "loss_rpn_cls": 0.02348, "loss_rpn_bbox": 0.04605, "loss_cls": 0.19667, "acc": 92.7312, "loss_bbox": 0.25007, "loss_mask": 0.24695, "loss": 0.76321, "time": 0.78237}
{"mode": "train", "epoch": 5, "iter": 1850, "lr": 0.0001, "memory": 13582, "data_time": 0.03946, "loss_rpn_cls": 0.02119, "loss_rpn_bbox": 0.04505, "loss_cls": 0.18933, "acc": 93.01929, "loss_bbox": 0.24407, "loss_mask": 0.24918, "loss": 0.74882, "time": 0.77231}
{"mode": "train", "epoch": 5, "iter": 1900, "lr": 0.0001, "memory": 13582, "data_time": 0.02873, "loss_rpn_cls": 0.02045, "loss_rpn_bbox": 0.04452, "loss_cls": 0.18782, "acc": 93.1311, "loss_bbox": 0.2434, "loss_mask": 0.24928, "loss": 0.74547, "time": 0.8744}
{"mode": "train", "epoch": 5, "iter": 1950, "lr": 0.0001, "memory": 13582, "data_time": 0.03919, "loss_rpn_cls": 0.02095, "loss_rpn_bbox": 0.04222, "loss_cls": 0.19178, "acc": 92.9873, "loss_bbox": 0.24494, "loss_mask": 0.2528, "loss": 0.75269, "time": 0.77264}
{"mode": "train", "epoch": 5, "iter": 2000, "lr": 0.0001, "memory": 13582, "data_time": 0.04046, "loss_rpn_cls": 0.02279, "loss_rpn_bbox": 0.04589, "loss_cls": 0.20475, "acc": 92.65503, "loss_bbox": 0.25351, "loss_mask": 0.2513, "loss": 0.77824, "time": 0.87679}
{"mode": "train", "epoch": 5, "iter": 2050, "lr": 0.0001, "memory": 13582, "data_time": 0.03888, "loss_rpn_cls": 0.02098, "loss_rpn_bbox": 0.04182, "loss_cls": 0.19131, "acc": 93.1853, "loss_bbox": 0.2375, "loss_mask": 0.24196, "loss": 0.73357, "time": 0.77785}
{"mode": "train", "epoch": 5, "iter": 2100, "lr": 0.0001, "memory": 13582, "data_time": 0.03968, "loss_rpn_cls": 0.02274, "loss_rpn_bbox": 0.04601, "loss_cls": 0.19277, "acc": 93.01929, "loss_bbox": 0.25044, "loss_mask": 0.24835, "loss": 0.76032, "time": 0.89801}
{"mode": "train", "epoch": 5, "iter": 2150, "lr": 0.0001, "memory": 13582, "data_time": 0.04346, "loss_rpn_cls": 0.02253, "loss_rpn_bbox": 0.04551, "loss_cls": 0.19859, "acc": 92.7395, "loss_bbox": 0.24992, "loss_mask": 0.25294, "loss": 0.76948, "time": 0.7762}
{"mode": "train", "epoch": 5, "iter": 2200, "lr": 0.0001, "memory": 13582, "data_time": 0.04547, "loss_rpn_cls": 0.0221, "loss_rpn_bbox": 0.04536, "loss_cls": 0.20042, "acc": 92.65723, "loss_bbox": 0.25938, "loss_mask": 0.2558, "loss": 0.78306, "time": 0.77926}
{"mode": "train", "epoch": 5, "iter": 2250, "lr": 0.0001, "memory": 13582, "data_time": 0.03265, "loss_rpn_cls": 0.02156, "loss_rpn_bbox": 0.04142, "loss_cls": 0.19805, "acc": 92.85474, "loss_bbox": 0.24576, "loss_mask": 0.24346, "loss": 0.75026, "time": 0.77475}
{"mode": "train", "epoch": 5, "iter": 2300, "lr": 0.0001, "memory": 13582, "data_time": 0.03611, "loss_rpn_cls": 0.02352, "loss_rpn_bbox": 0.04498, "loss_cls": 0.19552, "acc": 92.95264, "loss_bbox": 0.24714, "loss_mask": 0.25004, "loss": 0.76121, "time": 0.78806}
{"mode": "train", "epoch": 5, "iter": 2350, "lr": 0.0001, "memory": 13582, "data_time": 0.03817, "loss_rpn_cls": 0.02484, "loss_rpn_bbox": 0.04823, "loss_cls": 0.20183, "acc": 92.77197, "loss_bbox": 0.25174, "loss_mask": 0.25093, "loss": 0.77757, "time": 0.86307}
{"mode": "train", "epoch": 5, "iter": 2400, "lr": 0.0001, "memory": 13582, "data_time": 0.03759, "loss_rpn_cls": 0.02271, "loss_rpn_bbox": 0.0467, "loss_cls": 0.20532, "acc": 92.68188, "loss_bbox": 0.25267, "loss_mask": 0.24929, "loss": 0.7767, "time": 0.81621}
{"mode": "train", "epoch": 5, "iter": 2450, "lr": 0.0001, "memory": 13582, "data_time": 0.04487, "loss_rpn_cls": 0.02523, "loss_rpn_bbox": 0.0485, "loss_cls": 0.20616, "acc": 92.52441, "loss_bbox": 0.25475, "loss_mask": 0.25519, "loss": 0.78984, "time": 0.77955}
{"mode": "train", "epoch": 5, "iter": 2500, "lr": 0.0001, "memory": 13582, "data_time": 0.0392, "loss_rpn_cls": 0.02354, "loss_rpn_bbox": 0.04653, "loss_cls": 0.20074, "acc": 92.68628, "loss_bbox": 0.25529, "loss_mask": 0.25087, "loss": 0.77697, "time": 0.89877}
{"mode": "train", "epoch": 5, "iter": 2550, "lr": 0.0001, "memory": 13582, "data_time": 0.03821, "loss_rpn_cls": 0.02489, "loss_rpn_bbox": 0.04493, "loss_cls": 0.19923, "acc": 92.84399, "loss_bbox": 0.24673, "loss_mask": 0.25174, "loss": 0.76752, "time": 0.78344}
{"mode": "train", "epoch": 5, "iter": 2600, "lr": 0.0001, "memory": 13582, "data_time": 0.03353, "loss_rpn_cls": 0.02093, "loss_rpn_bbox": 0.0429, "loss_cls": 0.19086, "acc": 93.06323, "loss_bbox": 0.24532, "loss_mask": 0.24826, "loss": 0.74827, "time": 0.8784}
{"mode": "train", "epoch": 5, "iter": 2650, "lr": 0.0001, "memory": 13582, "data_time": 0.0358, "loss_rpn_cls": 0.02573, "loss_rpn_bbox": 0.04705, "loss_cls": 0.2055, "acc": 92.50195, "loss_bbox": 0.26378, "loss_mask": 0.25611, "loss": 0.79817, "time": 0.87152}
{"mode": "train", "epoch": 5, "iter": 2700, "lr": 0.0001, "memory": 13582, "data_time": 0.03306, "loss_rpn_cls": 0.02136, "loss_rpn_bbox": 0.04436, "loss_cls": 0.18804, "acc": 93.2251, "loss_bbox": 0.2392, "loss_mask": 0.24207, "loss": 0.73503, "time": 0.77133}
{"mode": "train", "epoch": 5, "iter": 2750, "lr": 0.0001, "memory": 13582, "data_time": 0.03342, "loss_rpn_cls": 0.02144, "loss_rpn_bbox": 0.04242, "loss_cls": 0.19356, "acc": 93.04932, "loss_bbox": 0.2467, "loss_mask": 0.25043, "loss": 0.75456, "time": 0.77533}
{"mode": "train", "epoch": 5, "iter": 2800, "lr": 0.0001, "memory": 13582, "data_time": 0.0417, "loss_rpn_cls": 0.02235, "loss_rpn_bbox": 0.04279, "loss_cls": 0.19086, "acc": 93.06152, "loss_bbox": 0.24474, "loss_mask": 0.24628, "loss": 0.74702, "time": 0.77598}
{"mode": "train", "epoch": 5, "iter": 2850, "lr": 0.0001, "memory": 13582, "data_time": 0.03416, "loss_rpn_cls": 0.02498, "loss_rpn_bbox": 0.04693, "loss_cls": 0.19433, "acc": 92.94165, "loss_bbox": 0.25, "loss_mask": 0.25144, "loss": 0.76769, "time": 0.77549}
{"mode": "train", "epoch": 5, "iter": 2900, "lr": 0.0001, "memory": 13582, "data_time": 0.03659, "loss_rpn_cls": 0.02509, "loss_rpn_bbox": 0.04689, "loss_cls": 0.19828, "acc": 92.78198, "loss_bbox": 0.25521, "loss_mask": 0.25071, "loss": 0.77618, "time": 0.77964}
{"mode": "train", "epoch": 5, "iter": 2950, "lr": 0.0001, "memory": 13582, "data_time": 0.04032, "loss_rpn_cls": 0.02322, "loss_rpn_bbox": 0.04601, "loss_cls": 0.19929, "acc": 92.74634, "loss_bbox": 0.25186, "loss_mask": 0.256, "loss": 0.77638, "time": 0.7781}
{"mode": "train", "epoch": 5, "iter": 3000, "lr": 0.0001, "memory": 13582, "data_time": 0.03044, "loss_rpn_cls": 0.02348, "loss_rpn_bbox": 0.04645, "loss_cls": 0.20241, "acc": 92.6499, "loss_bbox": 0.25659, "loss_mask": 0.25047, "loss": 0.77941, "time": 0.87494}
{"mode": "train", "epoch": 5, "iter": 3050, "lr": 0.0001, "memory": 13582, "data_time": 0.03408, "loss_rpn_cls": 0.02151, "loss_rpn_bbox": 0.04289, "loss_cls": 0.19258, "acc": 93.05078, "loss_bbox": 0.24294, "loss_mask": 0.24897, "loss": 0.74889, "time": 0.77129}
{"mode": "train", "epoch": 5, "iter": 3100, "lr": 0.0001, "memory": 13582, "data_time": 0.03294, "loss_rpn_cls": 0.02258, "loss_rpn_bbox": 0.04394, "loss_cls": 0.19315, "acc": 93.07812, "loss_bbox": 0.24757, "loss_mask": 0.25124, "loss": 0.75848, "time": 0.90603}
{"mode": "train", "epoch": 5, "iter": 3150, "lr": 0.0001, "memory": 13582, "data_time": 0.03558, "loss_rpn_cls": 0.02201, "loss_rpn_bbox": 0.04614, "loss_cls": 0.19726, "acc": 92.87183, "loss_bbox": 0.24844, "loss_mask": 0.24495, "loss": 0.7588, "time": 0.82459}
{"mode": "train", "epoch": 5, "iter": 3200, "lr": 0.0001, "memory": 13582, "data_time": 0.04206, "loss_rpn_cls": 0.02265, "loss_rpn_bbox": 0.0455, "loss_cls": 0.19999, "acc": 92.8064, "loss_bbox": 0.25572, "loss_mask": 0.25429, "loss": 0.77814, "time": 0.83228}
{"mode": "train", "epoch": 5, "iter": 3250, "lr": 0.0001, "memory": 13582, "data_time": 0.03858, "loss_rpn_cls": 0.02336, "loss_rpn_bbox": 0.04336, "loss_cls": 0.19765, "acc": 92.89062, "loss_bbox": 0.25047, "loss_mask": 0.24665, "loss": 0.76148, "time": 0.89613}
{"mode": "train", "epoch": 5, "iter": 3300, "lr": 0.0001, "memory": 13582, "data_time": 0.04015, "loss_rpn_cls": 0.02141, "loss_rpn_bbox": 0.04475, "loss_cls": 0.18711, "acc": 93.19482, "loss_bbox": 0.24862, "loss_mask": 0.24749, "loss": 0.74937, "time": 0.77088}
{"mode": "train", "epoch": 5, "iter": 3350, "lr": 0.0001, "memory": 13582, "data_time": 0.03282, "loss_rpn_cls": 0.02372, "loss_rpn_bbox": 0.04411, "loss_cls": 0.19482, "acc": 92.93115, "loss_bbox": 0.25116, "loss_mask": 0.24774, "loss": 0.76156, "time": 0.7781}
{"mode": "train", "epoch": 5, "iter": 3400, "lr": 0.0001, "memory": 13582, "data_time": 0.04339, "loss_rpn_cls": 0.02426, "loss_rpn_bbox": 0.04478, "loss_cls": 0.19314, "acc": 93.07715, "loss_bbox": 0.24232, "loss_mask": 0.24544, "loss": 0.74995, "time": 0.77563}
{"mode": "train", "epoch": 5, "iter": 3450, "lr": 0.0001, "memory": 13582, "data_time": 0.03445, "loss_rpn_cls": 0.02336, "loss_rpn_bbox": 0.04713, "loss_cls": 0.20089, "acc": 92.71069, "loss_bbox": 0.26089, "loss_mask": 0.25439, "loss": 0.78667, "time": 0.77389}
{"mode": "train", "epoch": 5, "iter": 3500, "lr": 0.0001, "memory": 13582, "data_time": 0.03116, "loss_rpn_cls": 0.02522, "loss_rpn_bbox": 0.04525, "loss_cls": 0.19896, "acc": 92.81323, "loss_bbox": 0.2506, "loss_mask": 0.25337, "loss": 0.7734, "time": 0.76932}
{"mode": "train", "epoch": 5, "iter": 3550, "lr": 0.0001, "memory": 13582, "data_time": 0.03056, "loss_rpn_cls": 0.02208, "loss_rpn_bbox": 0.045, "loss_cls": 0.19856, "acc": 92.75171, "loss_bbox": 0.25476, "loss_mask": 0.25696, "loss": 0.77736, "time": 0.77553}
{"mode": "train", "epoch": 5, "iter": 3600, "lr": 0.0001, "memory": 13582, "data_time": 0.03932, "loss_rpn_cls": 0.0229, "loss_rpn_bbox": 0.04473, "loss_cls": 0.19578, "acc": 92.99023, "loss_bbox": 0.24755, "loss_mask": 0.25167, "loss": 0.76263, "time": 0.8769}
{"mode": "train", "epoch": 5, "iter": 3650, "lr": 0.0001, "memory": 13582, "data_time": 0.03163, "loss_rpn_cls": 0.02469, "loss_rpn_bbox": 0.0467, "loss_cls": 0.19885, "acc": 92.75024, "loss_bbox": 0.25285, "loss_mask": 0.24734, "loss": 0.77043, "time": 0.77421}
{"mode": "train", "epoch": 5, "iter": 3700, "lr": 0.0001, "memory": 13582, "data_time": 0.0408, "loss_rpn_cls": 0.02322, "loss_rpn_bbox": 0.04617, "loss_cls": 0.19289, "acc": 92.97803, "loss_bbox": 0.24924, "loss_mask": 0.24959, "loss": 0.76112, "time": 0.81812}
{"mode": "train", "epoch": 5, "iter": 3750, "lr": 0.0001, "memory": 13582, "data_time": 0.03798, "loss_rpn_cls": 0.02183, "loss_rpn_bbox": 0.04246, "loss_cls": 0.19952, "acc": 92.77686, "loss_bbox": 0.25287, "loss_mask": 0.25598, "loss": 0.77266, "time": 0.88669}
{"mode": "train", "epoch": 5, "iter": 3800, "lr": 0.0001, "memory": 13582, "data_time": 0.03612, "loss_rpn_cls": 0.0225, "loss_rpn_bbox": 0.04583, "loss_cls": 0.19601, "acc": 92.74829, "loss_bbox": 0.25191, "loss_mask": 0.24884, "loss": 0.76508, "time": 0.77082}
{"mode": "train", "epoch": 5, "iter": 3850, "lr": 0.0001, "memory": 13582, "data_time": 0.03672, "loss_rpn_cls": 0.02268, "loss_rpn_bbox": 0.04601, "loss_cls": 0.19331, "acc": 93.03638, "loss_bbox": 0.24999, "loss_mask": 0.24753, "loss": 0.75953, "time": 0.86665}
{"mode": "train", "epoch": 5, "iter": 3900, "lr": 0.0001, "memory": 13582, "data_time": 0.03458, "loss_rpn_cls": 0.02368, "loss_rpn_bbox": 0.04804, "loss_cls": 0.19756, "acc": 92.78857, "loss_bbox": 0.2519, "loss_mask": 0.25718, "loss": 0.77835, "time": 0.81537}
{"mode": "train", "epoch": 5, "iter": 3950, "lr": 0.0001, "memory": 13582, "data_time": 0.04158, "loss_rpn_cls": 0.0256, "loss_rpn_bbox": 0.04883, "loss_cls": 0.20788, "acc": 92.50659, "loss_bbox": 0.26553, "loss_mask": 0.25948, "loss": 0.80732, "time": 0.77619}
{"mode": "train", "epoch": 5, "iter": 4000, "lr": 0.0001, "memory": 13582, "data_time": 0.03569, "loss_rpn_cls": 0.02461, "loss_rpn_bbox": 0.04662, "loss_cls": 0.19384, "acc": 92.90894, "loss_bbox": 0.24795, "loss_mask": 0.24704, "loss": 0.76007, "time": 0.77569}
{"mode": "train", "epoch": 5, "iter": 4050, "lr": 0.0001, "memory": 13582, "data_time": 0.03593, "loss_rpn_cls": 0.02157, "loss_rpn_bbox": 0.04366, "loss_cls": 0.1866, "acc": 93.21387, "loss_bbox": 0.24164, "loss_mask": 0.24819, "loss": 0.74166, "time": 0.77099}
{"mode": "train", "epoch": 5, "iter": 4100, "lr": 0.0001, "memory": 13582, "data_time": 0.04058, "loss_rpn_cls": 0.02586, "loss_rpn_bbox": 0.04767, "loss_cls": 0.20594, "acc": 92.573, "loss_bbox": 0.25968, "loss_mask": 0.25134, "loss": 0.7905, "time": 0.78037}
{"mode": "train", "epoch": 5, "iter": 4150, "lr": 0.0001, "memory": 13582, "data_time": 0.03107, "loss_rpn_cls": 0.02286, "loss_rpn_bbox": 0.04622, "loss_cls": 0.19985, "acc": 92.67407, "loss_bbox": 0.25726, "loss_mask": 0.24976, "loss": 0.77595, "time": 0.77001}
{"mode": "train", "epoch": 5, "iter": 4200, "lr": 0.0001, "memory": 13582, "data_time": 0.04834, "loss_rpn_cls": 0.0226, "loss_rpn_bbox": 0.0455, "loss_cls": 0.19484, "acc": 92.94946, "loss_bbox": 0.24711, "loss_mask": 0.25309, "loss": 0.76313, "time": 0.8251}
{"mode": "train", "epoch": 5, "iter": 4250, "lr": 0.0001, "memory": 13582, "data_time": 0.03059, "loss_rpn_cls": 0.02101, "loss_rpn_bbox": 0.04098, "loss_cls": 0.19031, "acc": 93.11035, "loss_bbox": 0.23843, "loss_mask": 0.2362, "loss": 0.72693, "time": 0.85832}
{"mode": "train", "epoch": 5, "iter": 4300, "lr": 0.0001, "memory": 13582, "data_time": 0.03392, "loss_rpn_cls": 0.02506, "loss_rpn_bbox": 0.04403, "loss_cls": 0.20089, "acc": 92.82324, "loss_bbox": 0.25075, "loss_mask": 0.2491, "loss": 0.76983, "time": 0.77249}
{"mode": "train", "epoch": 5, "iter": 4350, "lr": 0.0001, "memory": 13582, "data_time": 0.03448, "loss_rpn_cls": 0.02205, "loss_rpn_bbox": 0.04384, "loss_cls": 0.202, "acc": 92.90918, "loss_bbox": 0.24994, "loss_mask": 0.2504, "loss": 0.76823, "time": 0.87073}
{"mode": "train", "epoch": 5, "iter": 4400, "lr": 0.0001, "memory": 13582, "data_time": 0.03744, "loss_rpn_cls": 0.02454, "loss_rpn_bbox": 0.04432, "loss_cls": 0.19684, "acc": 92.87012, "loss_bbox": 0.24886, "loss_mask": 0.24856, "loss": 0.76312, "time": 0.77533}
{"mode": "train", "epoch": 5, "iter": 4450, "lr": 0.0001, "memory": 13582, "data_time": 0.03132, "loss_rpn_cls": 0.02036, "loss_rpn_bbox": 0.04073, "loss_cls": 0.19286, "acc": 93.00073, "loss_bbox": 0.24218, "loss_mask": 0.24718, "loss": 0.74331, "time": 0.83092}
{"mode": "train", "epoch": 5, "iter": 4500, "lr": 0.0001, "memory": 13582, "data_time": 0.04246, "loss_rpn_cls": 0.02738, "loss_rpn_bbox": 0.04785, "loss_cls": 0.19929, "acc": 92.73389, "loss_bbox": 0.25556, "loss_mask": 0.25222, "loss": 0.78232, "time": 0.86136}
{"mode": "train", "epoch": 5, "iter": 4550, "lr": 0.0001, "memory": 13582, "data_time": 0.0301, "loss_rpn_cls": 0.02357, "loss_rpn_bbox": 0.04397, "loss_cls": 0.19765, "acc": 92.75952, "loss_bbox": 0.25117, "loss_mask": 0.24527, "loss": 0.76162, "time": 0.77205}
{"mode": "train", "epoch": 5, "iter": 4600, "lr": 0.0001, "memory": 13582, "data_time": 0.0451, "loss_rpn_cls": 0.02352, "loss_rpn_bbox": 0.04523, "loss_cls": 0.20726, "acc": 92.48145, "loss_bbox": 0.26116, "loss_mask": 0.25337, "loss": 0.79055, "time": 0.77894}
{"mode": "train", "epoch": 5, "iter": 4650, "lr": 0.0001, "memory": 13582, "data_time": 0.04098, "loss_rpn_cls": 0.02251, "loss_rpn_bbox": 0.04406, "loss_cls": 0.19558, "acc": 92.90479, "loss_bbox": 0.24729, "loss_mask": 0.24622, "loss": 0.75566, "time": 0.77079}
{"mode": "train", "epoch": 5, "iter": 4700, "lr": 0.0001, "memory": 13582, "data_time": 0.04084, "loss_rpn_cls": 0.02477, "loss_rpn_bbox": 0.04416, "loss_cls": 0.19486, "acc": 92.8623, "loss_bbox": 0.25085, "loss_mask": 0.25114, "loss": 0.76579, "time": 0.77372}
{"mode": "train", "epoch": 5, "iter": 4750, "lr": 0.0001, "memory": 13582, "data_time": 0.03866, "loss_rpn_cls": 0.0227, "loss_rpn_bbox": 0.04555, "loss_cls": 0.19547, "acc": 92.86597, "loss_bbox": 0.24826, "loss_mask": 0.24716, "loss": 0.75914, "time": 0.77234}
{"mode": "train", "epoch": 5, "iter": 4800, "lr": 0.0001, "memory": 13582, "data_time": 0.03558, "loss_rpn_cls": 0.02303, "loss_rpn_bbox": 0.04716, "loss_cls": 0.20339, "acc": 92.68433, "loss_bbox": 0.25391, "loss_mask": 0.24937, "loss": 0.77687, "time": 0.82513}
{"mode": "train", "epoch": 5, "iter": 4850, "lr": 0.0001, "memory": 13582, "data_time": 0.03456, "loss_rpn_cls": 0.02227, "loss_rpn_bbox": 0.0446, "loss_cls": 0.19689, "acc": 92.77124, "loss_bbox": 0.25413, "loss_mask": 0.2511, "loss": 0.76899, "time": 0.86498}
{"mode": "train", "epoch": 5, "iter": 4900, "lr": 0.0001, "memory": 13582, "data_time": 0.03094, "loss_rpn_cls": 0.02265, "loss_rpn_bbox": 0.04589, "loss_cls": 0.19607, "acc": 92.80273, "loss_bbox": 0.25379, "loss_mask": 0.2451, "loss": 0.7635, "time": 0.77936}
{"mode": "train", "epoch": 5, "iter": 4950, "lr": 0.0001, "memory": 13582, "data_time": 0.03966, "loss_rpn_cls": 0.02317, "loss_rpn_bbox": 0.04365, "loss_cls": 0.19193, "acc": 93.04663, "loss_bbox": 0.24125, "loss_mask": 0.24462, "loss": 0.74462, "time": 0.81866}
{"mode": "train", "epoch": 5, "iter": 5000, "lr": 0.0001, "memory": 13582, "data_time": 0.02839, "loss_rpn_cls": 0.02303, "loss_rpn_bbox": 0.04492, "loss_cls": 0.19306, "acc": 92.88501, "loss_bbox": 0.24766, "loss_mask": 0.24346, "loss": 0.75214, "time": 0.81938}
{"mode": "train", "epoch": 5, "iter": 5050, "lr": 0.0001, "memory": 13582, "data_time": 0.03494, "loss_rpn_cls": 0.02164, "loss_rpn_bbox": 0.04306, "loss_cls": 0.19123, "acc": 93.10742, "loss_bbox": 0.24215, "loss_mask": 0.24533, "loss": 0.74341, "time": 0.76919}
{"mode": "train", "epoch": 5, "iter": 5100, "lr": 0.0001, "memory": 13582, "data_time": 0.03203, "loss_rpn_cls": 0.02269, "loss_rpn_bbox": 0.04289, "loss_cls": 0.19088, "acc": 93.03003, "loss_bbox": 0.2411, "loss_mask": 0.23841, "loss": 0.73597, "time": 0.90629}
{"mode": "train", "epoch": 5, "iter": 5150, "lr": 0.0001, "memory": 13582, "data_time": 0.04068, "loss_rpn_cls": 0.02283, "loss_rpn_bbox": 0.0427, "loss_cls": 0.19705, "acc": 92.87476, "loss_bbox": 0.24715, "loss_mask": 0.24699, "loss": 0.75673, "time": 0.77219}
{"mode": "train", "epoch": 5, "iter": 5200, "lr": 0.0001, "memory": 13582, "data_time": 0.03904, "loss_rpn_cls": 0.02336, "loss_rpn_bbox": 0.04391, "loss_cls": 0.20136, "acc": 92.71069, "loss_bbox": 0.25438, "loss_mask": 0.25231, "loss": 0.77533, "time": 0.7751}
{"mode": "train", "epoch": 5, "iter": 5250, "lr": 0.0001, "memory": 13582, "data_time": 0.04763, "loss_rpn_cls": 0.02204, "loss_rpn_bbox": 0.04336, "loss_cls": 0.19172, "acc": 93.06006, "loss_bbox": 0.24435, "loss_mask": 0.2454, "loss": 0.74686, "time": 0.77271}
{"mode": "train", "epoch": 5, "iter": 5300, "lr": 0.0001, "memory": 13582, "data_time": 0.03421, "loss_rpn_cls": 0.02318, "loss_rpn_bbox": 0.04385, "loss_cls": 0.19616, "acc": 92.87549, "loss_bbox": 0.2475, "loss_mask": 0.24063, "loss": 0.75132, "time": 0.76782}
{"mode": "train", "epoch": 5, "iter": 5350, "lr": 0.0001, "memory": 13582, "data_time": 0.04608, "loss_rpn_cls": 0.0235, "loss_rpn_bbox": 0.0465, "loss_cls": 0.20677, "acc": 92.5603, "loss_bbox": 0.25827, "loss_mask": 0.24982, "loss": 0.78486, "time": 0.77222}
{"mode": "train", "epoch": 5, "iter": 5400, "lr": 0.0001, "memory": 13582, "data_time": 0.03355, "loss_rpn_cls": 0.02353, "loss_rpn_bbox": 0.04303, "loss_cls": 0.19951, "acc": 92.92969, "loss_bbox": 0.24484, "loss_mask": 0.24808, "loss": 0.75899, "time": 0.82754}
{"mode": "train", "epoch": 5, "iter": 5450, "lr": 0.0001, "memory": 13582, "data_time": 0.04191, "loss_rpn_cls": 0.02464, "loss_rpn_bbox": 0.04671, "loss_cls": 0.19785, "acc": 92.71362, "loss_bbox": 0.25762, "loss_mask": 0.24878, "loss": 0.7756, "time": 0.86279}
{"mode": "train", "epoch": 5, "iter": 5500, "lr": 0.0001, "memory": 13582, "data_time": 0.03763, "loss_rpn_cls": 0.02296, "loss_rpn_bbox": 0.04245, "loss_cls": 0.19165, "acc": 93.00342, "loss_bbox": 0.24175, "loss_mask": 0.25097, "loss": 0.74978, "time": 0.81957}
{"mode": "train", "epoch": 5, "iter": 5550, "lr": 0.0001, "memory": 13582, "data_time": 0.03603, "loss_rpn_cls": 0.02353, "loss_rpn_bbox": 0.04247, "loss_cls": 0.19446, "acc": 92.95874, "loss_bbox": 0.24662, "loss_mask": 0.24905, "loss": 0.75614, "time": 0.77356}
{"mode": "train", "epoch": 5, "iter": 5600, "lr": 0.0001, "memory": 13582, "data_time": 0.03121, "loss_rpn_cls": 0.02284, "loss_rpn_bbox": 0.04668, "loss_cls": 0.20053, "acc": 92.75537, "loss_bbox": 0.25139, "loss_mask": 0.24882, "loss": 0.77025, "time": 0.81935}
{"mode": "train", "epoch": 5, "iter": 5650, "lr": 0.0001, "memory": 13582, "data_time": 0.04007, "loss_rpn_cls": 0.02368, "loss_rpn_bbox": 0.04564, "loss_cls": 0.19354, "acc": 92.93896, "loss_bbox": 0.2445, "loss_mask": 0.24349, "loss": 0.75084, "time": 0.81673}
{"mode": "train", "epoch": 5, "iter": 5700, "lr": 0.0001, "memory": 13582, "data_time": 0.03321, "loss_rpn_cls": 0.02351, "loss_rpn_bbox": 0.0461, "loss_cls": 0.19905, "acc": 92.70801, "loss_bbox": 0.2524, "loss_mask": 0.25351, "loss": 0.77456, "time": 0.82232}
{"mode": "train", "epoch": 5, "iter": 5750, "lr": 0.0001, "memory": 13582, "data_time": 0.03626, "loss_rpn_cls": 0.02112, "loss_rpn_bbox": 0.04473, "loss_cls": 0.19288, "acc": 92.90479, "loss_bbox": 0.24706, "loss_mask": 0.24796, "loss": 0.75375, "time": 0.82237}
{"mode": "train", "epoch": 5, "iter": 5800, "lr": 0.0001, "memory": 13582, "data_time": 0.03897, "loss_rpn_cls": 0.02182, "loss_rpn_bbox": 0.0446, "loss_cls": 0.19999, "acc": 92.70923, "loss_bbox": 0.25352, "loss_mask": 0.24978, "loss": 0.76971, "time": 0.7747}
{"mode": "train", "epoch": 5, "iter": 5850, "lr": 0.0001, "memory": 13582, "data_time": 0.03353, "loss_rpn_cls": 0.02113, "loss_rpn_bbox": 0.04343, "loss_cls": 0.18423, "acc": 93.28833, "loss_bbox": 0.24135, "loss_mask": 0.24769, "loss": 0.73784, "time": 0.7756}
{"mode": "train", "epoch": 5, "iter": 5900, "lr": 0.0001, "memory": 13582, "data_time": 0.03646, "loss_rpn_cls": 0.02434, "loss_rpn_bbox": 0.04585, "loss_cls": 0.19819, "acc": 92.76025, "loss_bbox": 0.25438, "loss_mask": 0.25201, "loss": 0.77477, "time": 0.76984}
{"mode": "train", "epoch": 5, "iter": 5950, "lr": 0.0001, "memory": 13582, "data_time": 0.04174, "loss_rpn_cls": 0.02359, "loss_rpn_bbox": 0.04597, "loss_cls": 0.20075, "acc": 92.70483, "loss_bbox": 0.25752, "loss_mask": 0.25358, "loss": 0.78141, "time": 0.8238}
{"mode": "train", "epoch": 5, "iter": 6000, "lr": 0.0001, "memory": 13582, "data_time": 0.02872, "loss_rpn_cls": 0.02138, "loss_rpn_bbox": 0.04233, "loss_cls": 0.19025, "acc": 93.03564, "loss_bbox": 0.24649, "loss_mask": 0.25204, "loss": 0.75249, "time": 0.77082}
{"mode": "train", "epoch": 5, "iter": 6050, "lr": 0.0001, "memory": 13582, "data_time": 0.0344, "loss_rpn_cls": 0.02244, "loss_rpn_bbox": 0.04381, "loss_cls": 0.19868, "acc": 92.87158, "loss_bbox": 0.24997, "loss_mask": 0.24713, "loss": 0.76203, "time": 0.81421}
{"mode": "train", "epoch": 5, "iter": 6100, "lr": 0.0001, "memory": 13582, "data_time": 0.03754, "loss_rpn_cls": 0.02296, "loss_rpn_bbox": 0.0472, "loss_cls": 0.19677, "acc": 92.80688, "loss_bbox": 0.25023, "loss_mask": 0.24648, "loss": 0.76364, "time": 0.86219}
{"mode": "train", "epoch": 5, "iter": 6150, "lr": 0.0001, "memory": 13582, "data_time": 0.03755, "loss_rpn_cls": 0.02111, "loss_rpn_bbox": 0.04354, "loss_cls": 0.1847, "acc": 93.40063, "loss_bbox": 0.23461, "loss_mask": 0.24356, "loss": 0.72753, "time": 0.81104}
{"mode": "train", "epoch": 5, "iter": 6200, "lr": 0.0001, "memory": 13582, "data_time": 0.03157, "loss_rpn_cls": 0.02193, "loss_rpn_bbox": 0.04483, "loss_cls": 0.19551, "acc": 93.04004, "loss_bbox": 0.24481, "loss_mask": 0.24661, "loss": 0.75369, "time": 0.81435}
{"mode": "train", "epoch": 5, "iter": 6250, "lr": 0.0001, "memory": 13582, "data_time": 0.03481, "loss_rpn_cls": 0.02423, "loss_rpn_bbox": 0.04765, "loss_cls": 0.20221, "acc": 92.72705, "loss_bbox": 0.25537, "loss_mask": 0.25008, "loss": 0.77955, "time": 0.8129}
{"mode": "train", "epoch": 5, "iter": 6300, "lr": 0.0001, "memory": 13582, "data_time": 0.03534, "loss_rpn_cls": 0.02223, "loss_rpn_bbox": 0.0443, "loss_cls": 0.19853, "acc": 92.83154, "loss_bbox": 0.2464, "loss_mask": 0.24466, "loss": 0.75612, "time": 0.8296}
{"mode": "train", "epoch": 5, "iter": 6350, "lr": 0.0001, "memory": 13582, "data_time": 0.03463, "loss_rpn_cls": 0.02348, "loss_rpn_bbox": 0.0457, "loss_cls": 0.19471, "acc": 92.95068, "loss_bbox": 0.24839, "loss_mask": 0.24304, "loss": 0.75532, "time": 0.77177}
{"mode": "train", "epoch": 5, "iter": 6400, "lr": 0.0001, "memory": 13582, "data_time": 0.03269, "loss_rpn_cls": 0.02189, "loss_rpn_bbox": 0.04204, "loss_cls": 0.18792, "acc": 93.10693, "loss_bbox": 0.24202, "loss_mask": 0.23914, "loss": 0.733, "time": 0.77685}
{"mode": "train", "epoch": 5, "iter": 6450, "lr": 0.0001, "memory": 13582, "data_time": 0.03223, "loss_rpn_cls": 0.02275, "loss_rpn_bbox": 0.04525, "loss_cls": 0.2022, "acc": 92.66406, "loss_bbox": 0.25602, "loss_mask": 0.25159, "loss": 0.7778, "time": 0.77592}
{"mode": "train", "epoch": 5, "iter": 6500, "lr": 0.0001, "memory": 13582, "data_time": 0.03561, "loss_rpn_cls": 0.02448, "loss_rpn_bbox": 0.04713, "loss_cls": 0.20236, "acc": 92.70044, "loss_bbox": 0.25315, "loss_mask": 0.25117, "loss": 0.77829, "time": 0.76981}
{"mode": "train", "epoch": 5, "iter": 6550, "lr": 0.0001, "memory": 13582, "data_time": 0.03351, "loss_rpn_cls": 0.02233, "loss_rpn_bbox": 0.0425, "loss_cls": 0.1955, "acc": 92.9585, "loss_bbox": 0.24766, "loss_mask": 0.24678, "loss": 0.75477, "time": 0.82321}
{"mode": "train", "epoch": 5, "iter": 6600, "lr": 0.0001, "memory": 13582, "data_time": 0.02879, "loss_rpn_cls": 0.02438, "loss_rpn_bbox": 0.04512, "loss_cls": 0.1913, "acc": 93.05908, "loss_bbox": 0.24468, "loss_mask": 0.24859, "loss": 0.75408, "time": 0.81266}
{"mode": "train", "epoch": 5, "iter": 6650, "lr": 0.0001, "memory": 13582, "data_time": 0.0365, "loss_rpn_cls": 0.02305, "loss_rpn_bbox": 0.04755, "loss_cls": 0.20472, "acc": 92.46582, "loss_bbox": 0.26348, "loss_mask": 0.25346, "loss": 0.79227, "time": 0.77516}
{"mode": "train", "epoch": 5, "iter": 6700, "lr": 0.0001, "memory": 13582, "data_time": 0.03273, "loss_rpn_cls": 0.0211, "loss_rpn_bbox": 0.0433, "loss_cls": 0.19598, "acc": 92.95288, "loss_bbox": 0.24434, "loss_mask": 0.24737, "loss": 0.75209, "time": 0.85269}
{"mode": "train", "epoch": 5, "iter": 6750, "lr": 0.0001, "memory": 13582, "data_time": 0.03874, "loss_rpn_cls": 0.02444, "loss_rpn_bbox": 0.04441, "loss_cls": 0.20157, "acc": 92.75757, "loss_bbox": 0.25135, "loss_mask": 0.25661, "loss": 0.77839, "time": 0.82983}
{"mode": "train", "epoch": 5, "iter": 6800, "lr": 0.0001, "memory": 13582, "data_time": 0.03371, "loss_rpn_cls": 0.02079, "loss_rpn_bbox": 0.04219, "loss_cls": 0.19695, "acc": 92.95508, "loss_bbox": 0.24568, "loss_mask": 0.24648, "loss": 0.75208, "time": 0.76663}
{"mode": "train", "epoch": 5, "iter": 6850, "lr": 0.0001, "memory": 13582, "data_time": 0.03752, "loss_rpn_cls": 0.0217, "loss_rpn_bbox": 0.04339, "loss_cls": 0.19674, "acc": 92.93408, "loss_bbox": 0.24938, "loss_mask": 0.25046, "loss": 0.76167, "time": 0.92439}
{"mode": "train", "epoch": 5, "iter": 6900, "lr": 0.0001, "memory": 13582, "data_time": 0.03918, "loss_rpn_cls": 0.02494, "loss_rpn_bbox": 0.04646, "loss_cls": 0.20489, "acc": 92.65698, "loss_bbox": 0.25255, "loss_mask": 0.25176, "loss": 0.78059, "time": 0.77527}
{"mode": "train", "epoch": 5, "iter": 6950, "lr": 0.0001, "memory": 13582, "data_time": 0.03585, "loss_rpn_cls": 0.02205, "loss_rpn_bbox": 0.04101, "loss_cls": 0.19171, "acc": 92.90161, "loss_bbox": 0.24812, "loss_mask": 0.2431, "loss": 0.74599, "time": 0.77938}
{"mode": "train", "epoch": 5, "iter": 7000, "lr": 0.0001, "memory": 13582, "data_time": 0.0299, "loss_rpn_cls": 0.02063, "loss_rpn_bbox": 0.04474, "loss_cls": 0.19333, "acc": 93.0188, "loss_bbox": 0.24735, "loss_mask": 0.24918, "loss": 0.75523, "time": 0.77386}
{"mode": "train", "epoch": 5, "iter": 7050, "lr": 0.0001, "memory": 13582, "data_time": 0.0407, "loss_rpn_cls": 0.02174, "loss_rpn_bbox": 0.04336, "loss_cls": 0.19444, "acc": 92.77222, "loss_bbox": 0.24738, "loss_mask": 0.24679, "loss": 0.75372, "time": 0.77719}
{"mode": "train", "epoch": 5, "iter": 7100, "lr": 0.0001, "memory": 13582, "data_time": 0.03453, "loss_rpn_cls": 0.02319, "loss_rpn_bbox": 0.04553, "loss_cls": 0.19433, "acc": 92.89307, "loss_bbox": 0.24492, "loss_mask": 0.25583, "loss": 0.7638, "time": 0.86408}
{"mode": "train", "epoch": 5, "iter": 7150, "lr": 0.0001, "memory": 13582, "data_time": 0.03029, "loss_rpn_cls": 0.02373, "loss_rpn_bbox": 0.04284, "loss_cls": 0.19423, "acc": 93.03003, "loss_bbox": 0.24199, "loss_mask": 0.2468, "loss": 0.74959, "time": 0.77088}
{"mode": "train", "epoch": 5, "iter": 7200, "lr": 0.0001, "memory": 13582, "data_time": 0.03499, "loss_rpn_cls": 0.02242, "loss_rpn_bbox": 0.04546, "loss_cls": 0.19075, "acc": 93.07153, "loss_bbox": 0.24155, "loss_mask": 0.24819, "loss": 0.74837, "time": 0.76969}
{"mode": "train", "epoch": 5, "iter": 7250, "lr": 0.0001, "memory": 13582, "data_time": 0.04083, "loss_rpn_cls": 0.0218, "loss_rpn_bbox": 0.04469, "loss_cls": 0.20061, "acc": 92.68896, "loss_bbox": 0.24714, "loss_mask": 0.25479, "loss": 0.76903, "time": 0.76744}
{"mode": "train", "epoch": 5, "iter": 7300, "lr": 0.0001, "memory": 13582, "data_time": 0.0334, "loss_rpn_cls": 0.02302, "loss_rpn_bbox": 0.04602, "loss_cls": 0.20653, "acc": 92.58911, "loss_bbox": 0.25789, "loss_mask": 0.24694, "loss": 0.78039, "time": 0.81313}
{"mode": "val", "epoch": 5, "iter": 625, "lr": 0.0001, "bbox_mAP": 0.429, "bbox_mAP_50": 0.669, "bbox_mAP_75": 0.469, "bbox_mAP_s": 0.254, "bbox_mAP_m": 0.464, "bbox_mAP_l": 0.604, "bbox_mAP_copypaste": "0.429 0.669 0.469 0.254 0.464 0.604", "segm_mAP": 0.387, "segm_mAP_50": 0.627, "segm_mAP_75": 0.411, "segm_mAP_s": 0.171, "segm_mAP_m": 0.418, "segm_mAP_l": 0.614, "segm_mAP_copypaste": "0.387 0.627 0.411 0.171 0.418 0.614"}
{"mode": "train", "epoch": 6, "iter": 50, "lr": 0.0001, "memory": 13582, "data_time": 0.11882, "loss_rpn_cls": 0.0225, "loss_rpn_bbox": 0.04672, "loss_cls": 0.18892, "acc": 93.0647, "loss_bbox": 0.24905, "loss_mask": 0.24975, "loss": 0.75694, "time": 0.96216}
{"mode": "train", "epoch": 6, "iter": 100, "lr": 0.0001, "memory": 13582, "data_time": 0.04349, "loss_rpn_cls": 0.02274, "loss_rpn_bbox": 0.04302, "loss_cls": 0.19219, "acc": 92.95215, "loss_bbox": 0.2511, "loss_mask": 0.24349, "loss": 0.75254, "time": 0.87916}
{"mode": "train", "epoch": 6, "iter": 150, "lr": 0.0001, "memory": 13582, "data_time": 0.04073, "loss_rpn_cls": 0.01911, "loss_rpn_bbox": 0.04329, "loss_cls": 0.19067, "acc": 92.92725, "loss_bbox": 0.25243, "loss_mask": 0.24496, "loss": 0.75046, "time": 0.77294}
{"mode": "train", "epoch": 6, "iter": 200, "lr": 0.0001, "memory": 13582, "data_time": 0.04393, "loss_rpn_cls": 0.02096, "loss_rpn_bbox": 0.04545, "loss_cls": 0.19465, "acc": 92.87378, "loss_bbox": 0.25239, "loss_mask": 0.24528, "loss": 0.75872, "time": 0.7767}
{"mode": "train", "epoch": 6, "iter": 250, "lr": 0.0001, "memory": 13582, "data_time": 0.04216, "loss_rpn_cls": 0.02082, "loss_rpn_bbox": 0.04518, "loss_cls": 0.1939, "acc": 92.93579, "loss_bbox": 0.24614, "loss_mask": 0.24205, "loss": 0.74809, "time": 0.77928}
{"mode": "train", "epoch": 6, "iter": 300, "lr": 0.0001, "memory": 13582, "data_time": 0.03781, "loss_rpn_cls": 0.02262, "loss_rpn_bbox": 0.04676, "loss_cls": 0.19759, "acc": 92.71948, "loss_bbox": 0.25778, "loss_mask": 0.24889, "loss": 0.77364, "time": 0.82484}
{"mode": "train", "epoch": 6, "iter": 350, "lr": 0.0001, "memory": 13582, "data_time": 0.03463, "loss_rpn_cls": 0.01966, "loss_rpn_bbox": 0.04124, "loss_cls": 0.18529, "acc": 93.20361, "loss_bbox": 0.23972, "loss_mask": 0.23564, "loss": 0.72154, "time": 0.7698}
{"mode": "train", "epoch": 6, "iter": 400, "lr": 0.0001, "memory": 13582, "data_time": 0.03486, "loss_rpn_cls": 0.01947, "loss_rpn_bbox": 0.0407, "loss_cls": 0.17453, "acc": 93.5752, "loss_bbox": 0.23187, "loss_mask": 0.2317, "loss": 0.69826, "time": 0.77035}
{"mode": "train", "epoch": 6, "iter": 450, "lr": 0.0001, "memory": 13582, "data_time": 0.04621, "loss_rpn_cls": 0.02008, "loss_rpn_bbox": 0.04184, "loss_cls": 0.18477, "acc": 93.19727, "loss_bbox": 0.23801, "loss_mask": 0.24155, "loss": 0.72624, "time": 0.8168}
{"mode": "train", "epoch": 6, "iter": 500, "lr": 0.0001, "memory": 13582, "data_time": 0.04017, "loss_rpn_cls": 0.01963, "loss_rpn_bbox": 0.04185, "loss_cls": 0.18143, "acc": 93.39087, "loss_bbox": 0.22624, "loss_mask": 0.23805, "loss": 0.70718, "time": 0.77016}
{"mode": "train", "epoch": 6, "iter": 550, "lr": 0.0001, "memory": 13582, "data_time": 0.04094, "loss_rpn_cls": 0.02077, "loss_rpn_bbox": 0.04406, "loss_cls": 0.18973, "acc": 93.07544, "loss_bbox": 0.24682, "loss_mask": 0.24384, "loss": 0.74522, "time": 0.84414}
{"mode": "train", "epoch": 6, "iter": 600, "lr": 0.0001, "memory": 13582, "data_time": 0.03353, "loss_rpn_cls": 0.01894, "loss_rpn_bbox": 0.04213, "loss_cls": 0.18341, "acc": 93.24707, "loss_bbox": 0.24038, "loss_mask": 0.24766, "loss": 0.73252, "time": 0.7711}
{"mode": "train", "epoch": 6, "iter": 650, "lr": 0.0001, "memory": 13582, "data_time": 0.04481, "loss_rpn_cls": 0.02118, "loss_rpn_bbox": 0.04625, "loss_cls": 0.1957, "acc": 92.86694, "loss_bbox": 0.24797, "loss_mask": 0.24713, "loss": 0.75824, "time": 0.77297}
{"mode": "train", "epoch": 6, "iter": 700, "lr": 0.0001, "memory": 13582, "data_time": 0.03185, "loss_rpn_cls": 0.01997, "loss_rpn_bbox": 0.04089, "loss_cls": 0.18377, "acc": 93.32056, "loss_bbox": 0.23875, "loss_mask": 0.24341, "loss": 0.7268, "time": 0.88803}
{"mode": "train", "epoch": 6, "iter": 750, "lr": 0.0001, "memory": 13582, "data_time": 0.04115, "loss_rpn_cls": 0.02276, "loss_rpn_bbox": 0.0431, "loss_cls": 0.19172, "acc": 93.06812, "loss_bbox": 0.24595, "loss_mask": 0.24571, "loss": 0.74924, "time": 0.81361}
{"mode": "train", "epoch": 6, "iter": 800, "lr": 0.0001, "memory": 13582, "data_time": 0.03247, "loss_rpn_cls": 0.02121, "loss_rpn_bbox": 0.04438, "loss_cls": 0.18623, "acc": 93.14209, "loss_bbox": 0.23902, "loss_mask": 0.24036, "loss": 0.7312, "time": 0.82209}
{"mode": "train", "epoch": 6, "iter": 850, "lr": 0.0001, "memory": 13582, "data_time": 0.039, "loss_rpn_cls": 0.02113, "loss_rpn_bbox": 0.04357, "loss_cls": 0.18704, "acc": 93.12744, "loss_bbox": 0.24581, "loss_mask": 0.24007, "loss": 0.73762, "time": 0.8194}
{"mode": "train", "epoch": 6, "iter": 900, "lr": 0.0001, "memory": 13582, "data_time": 0.03987, "loss_rpn_cls": 0.02255, "loss_rpn_bbox": 0.04558, "loss_cls": 0.19, "acc": 93.01099, "loss_bbox": 0.24649, "loss_mask": 0.24707, "loss": 0.75169, "time": 0.77007}
{"mode": "train", "epoch": 6, "iter": 950, "lr": 0.0001, "memory": 13582, "data_time": 0.03021, "loss_rpn_cls": 0.02106, "loss_rpn_bbox": 0.04139, "loss_cls": 0.17346, "acc": 93.58057, "loss_bbox": 0.2325, "loss_mask": 0.2354, "loss": 0.70382, "time": 0.86046}
{"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.0001, "memory": 13582, "data_time": 0.04086, "loss_rpn_cls": 0.02125, "loss_rpn_bbox": 0.04349, "loss_cls": 0.18526, "acc": 93.13916, "loss_bbox": 0.24107, "loss_mask": 0.23928, "loss": 0.73035, "time": 0.77333}
{"mode": "train", "epoch": 6, "iter": 1050, "lr": 0.0001, "memory": 13582, "data_time": 0.03263, "loss_rpn_cls": 0.02136, "loss_rpn_bbox": 0.04639, "loss_cls": 0.19194, "acc": 92.83862, "loss_bbox": 0.25352, "loss_mask": 0.24801, "loss": 0.76123, "time": 0.77177}
{"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.0001, "memory": 13582, "data_time": 0.03533, "loss_rpn_cls": 0.02097, "loss_rpn_bbox": 0.04407, "loss_cls": 0.18949, "acc": 92.91235, "loss_bbox": 0.24923, "loss_mask": 0.25092, "loss": 0.75467, "time": 0.81974}
{"mode": "train", "epoch": 6, "iter": 1150, "lr": 0.0001, "memory": 13582, "data_time": 0.03276, "loss_rpn_cls": 0.02023, "loss_rpn_bbox": 0.04463, "loss_cls": 0.18577, "acc": 93.19312, "loss_bbox": 0.24203, "loss_mask": 0.24483, "loss": 0.73748, "time": 0.77441}
{"mode": "train", "epoch": 6, "iter": 1200, "lr": 0.0001, "memory": 13582, "data_time": 0.0344, "loss_rpn_cls": 0.0197, "loss_rpn_bbox": 0.04198, "loss_cls": 0.18264, "acc": 93.33472, "loss_bbox": 0.23543, "loss_mask": 0.24066, "loss": 0.72041, "time": 0.7733}
{"mode": "train", "epoch": 6, "iter": 1250, "lr": 0.0001, "memory": 13582, "data_time": 0.0293, "loss_rpn_cls": 0.01927, "loss_rpn_bbox": 0.04337, "loss_cls": 0.1859, "acc": 93.20312, "loss_bbox": 0.23873, "loss_mask": 0.23847, "loss": 0.72574, "time": 0.85929}
{"mode": "train", "epoch": 6, "iter": 1300, "lr": 0.0001, "memory": 13582, "data_time": 0.03823, "loss_rpn_cls": 0.01983, "loss_rpn_bbox": 0.04348, "loss_cls": 0.18623, "acc": 93.16406, "loss_bbox": 0.23619, "loss_mask": 0.23524, "loss": 0.72097, "time": 0.76856}
{"mode": "train", "epoch": 6, "iter": 1350, "lr": 0.0001, "memory": 13582, "data_time": 0.035, "loss_rpn_cls": 0.02339, "loss_rpn_bbox": 0.04425, "loss_cls": 0.18466, "acc": 93.12598, "loss_bbox": 0.23856, "loss_mask": 0.24217, "loss": 0.73301, "time": 0.8316}
{"mode": "train", "epoch": 6, "iter": 1400, "lr": 0.0001, "memory": 13582, "data_time": 0.03351, "loss_rpn_cls": 0.02176, "loss_rpn_bbox": 0.04454, "loss_cls": 0.19083, "acc": 92.92163, "loss_bbox": 0.24991, "loss_mask": 0.24962, "loss": 0.75666, "time": 0.86773}
{"mode": "train", "epoch": 6, "iter": 1450, "lr": 0.0001, "memory": 13582, "data_time": 0.03807, "loss_rpn_cls": 0.02135, "loss_rpn_bbox": 0.04491, "loss_cls": 0.18715, "acc": 93.08594, "loss_bbox": 0.24535, "loss_mask": 0.24583, "loss": 0.7446, "time": 0.82575}
{"mode": "train", "epoch": 6, "iter": 1500, "lr": 0.0001, "memory": 13582, "data_time": 0.03632, "loss_rpn_cls": 0.02194, "loss_rpn_bbox": 0.0432, "loss_cls": 0.18779, "acc": 93.11499, "loss_bbox": 0.24485, "loss_mask": 0.24231, "loss": 0.74009, "time": 0.81949}
{"mode": "train", "epoch": 6, "iter": 1550, "lr": 0.0001, "memory": 13582, "data_time": 0.03908, "loss_rpn_cls": 0.02196, "loss_rpn_bbox": 0.04581, "loss_cls": 0.20117, "acc": 92.53882, "loss_bbox": 0.25925, "loss_mask": 0.24914, "loss": 0.77732, "time": 0.77005}
{"mode": "train", "epoch": 6, "iter": 1600, "lr": 0.0001, "memory": 13582, "data_time": 0.03837, "loss_rpn_cls": 0.02242, "loss_rpn_bbox": 0.04428, "loss_cls": 0.19758, "acc": 92.78101, "loss_bbox": 0.24849, "loss_mask": 0.24983, "loss": 0.7626, "time": 0.77545}
{"mode": "train", "epoch": 6, "iter": 1650, "lr": 0.0001, "memory": 13582, "data_time": 0.03952, "loss_rpn_cls": 0.0201, "loss_rpn_bbox": 0.04608, "loss_cls": 0.18739, "acc": 93.10278, "loss_bbox": 0.24455, "loss_mask": 0.24492, "loss": 0.74304, "time": 0.77103}
{"mode": "train", "epoch": 6, "iter": 1700, "lr": 0.0001, "memory": 13582, "data_time": 0.04336, "loss_rpn_cls": 0.02421, "loss_rpn_bbox": 0.04813, "loss_cls": 0.20465, "acc": 92.51025, "loss_bbox": 0.25714, "loss_mask": 0.25112, "loss": 0.78525, "time": 0.83602}
{"mode": "train", "epoch": 6, "iter": 1750, "lr": 0.0001, "memory": 13582, "data_time": 0.03784, "loss_rpn_cls": 0.01995, "loss_rpn_bbox": 0.044, "loss_cls": 0.1878, "acc": 93.12231, "loss_bbox": 0.24397, "loss_mask": 0.2389, "loss": 0.73462, "time": 0.76994}
{"mode": "train", "epoch": 6, "iter": 1800, "lr": 0.0001, "memory": 13582, "data_time": 0.03415, "loss_rpn_cls": 0.02227, "loss_rpn_bbox": 0.04459, "loss_cls": 0.19821, "acc": 92.58936, "loss_bbox": 0.25524, "loss_mask": 0.24781, "loss": 0.76812, "time": 0.77491}
{"mode": "train", "epoch": 6, "iter": 1850, "lr": 0.0001, "memory": 13582, "data_time": 0.03999, "loss_rpn_cls": 0.02004, "loss_rpn_bbox": 0.04267, "loss_cls": 0.18113, "acc": 93.34546, "loss_bbox": 0.23518, "loss_mask": 0.24042, "loss": 0.71944, "time": 0.85026}
{"mode": "train", "epoch": 6, "iter": 1900, "lr": 0.0001, "memory": 13582, "data_time": 0.03719, "loss_rpn_cls": 0.02141, "loss_rpn_bbox": 0.04424, "loss_cls": 0.19379, "acc": 93.00952, "loss_bbox": 0.25044, "loss_mask": 0.25055, "loss": 0.76043, "time": 0.7752}
{"mode": "train", "epoch": 6, "iter": 1950, "lr": 0.0001, "memory": 13582, "data_time": 0.03557, "loss_rpn_cls": 0.02148, "loss_rpn_bbox": 0.04334, "loss_cls": 0.1927, "acc": 93.02222, "loss_bbox": 0.24665, "loss_mask": 0.24966, "loss": 0.75383, "time": 0.87072}
{"mode": "train", "epoch": 6, "iter": 2000, "lr": 0.0001, "memory": 13582, "data_time": 0.03583, "loss_rpn_cls": 0.02128, "loss_rpn_bbox": 0.04368, "loss_cls": 0.18387, "acc": 93.28442, "loss_bbox": 0.2396, "loss_mask": 0.24443, "loss": 0.73286, "time": 0.91538}
{"mode": "train", "epoch": 6, "iter": 2050, "lr": 0.0001, "memory": 13582, "data_time": 0.04155, "loss_rpn_cls": 0.02184, "loss_rpn_bbox": 0.04446, "loss_cls": 0.1937, "acc": 92.8855, "loss_bbox": 0.2511, "loss_mask": 0.2507, "loss": 0.7618, "time": 0.77696}
{"mode": "train", "epoch": 6, "iter": 2100, "lr": 0.0001, "memory": 13582, "data_time": 0.03597, "loss_rpn_cls": 0.02024, "loss_rpn_bbox": 0.0418, "loss_cls": 0.19213, "acc": 93.0481, "loss_bbox": 0.23958, "loss_mask": 0.24063, "loss": 0.73439, "time": 0.77178}
{"mode": "train", "epoch": 6, "iter": 2150, "lr": 0.0001, "memory": 13582, "data_time": 0.03389, "loss_rpn_cls": 0.0216, "loss_rpn_bbox": 0.04286, "loss_cls": 0.18862, "acc": 93.04004, "loss_bbox": 0.24522, "loss_mask": 0.23841, "loss": 0.73672, "time": 0.7749}
{"mode": "train", "epoch": 6, "iter": 2200, "lr": 0.0001, "memory": 13582, "data_time": 0.03409, "loss_rpn_cls": 0.02214, "loss_rpn_bbox": 0.04319, "loss_cls": 0.18998, "acc": 92.96533, "loss_bbox": 0.24469, "loss_mask": 0.23993, "loss": 0.73993, "time": 0.77371}
{"mode": "train", "epoch": 6, "iter": 2250, "lr": 0.0001, "memory": 13582, "data_time": 0.03209, "loss_rpn_cls": 0.01933, "loss_rpn_bbox": 0.04152, "loss_cls": 0.1878, "acc": 93.22656, "loss_bbox": 0.23901, "loss_mask": 0.24368, "loss": 0.73135, "time": 0.77103}
{"mode": "train", "epoch": 6, "iter": 2300, "lr": 0.0001, "memory": 13582, "data_time": 0.03045, "loss_rpn_cls": 0.02127, "loss_rpn_bbox": 0.04317, "loss_cls": 0.18381, "acc": 93.27173, "loss_bbox": 0.23496, "loss_mask": 0.24221, "loss": 0.72541, "time": 0.81744}
{"mode": "train", "epoch": 6, "iter": 2350, "lr": 0.0001, "memory": 13582, "data_time": 0.03399, "loss_rpn_cls": 0.01867, "loss_rpn_bbox": 0.04078, "loss_cls": 0.17542, "acc": 93.54736, "loss_bbox": 0.23073, "loss_mask": 0.24047, "loss": 0.70607, "time": 0.7658}
{"mode": "train", "epoch": 6, "iter": 2400, "lr": 0.0001, "memory": 13582, "data_time": 0.03654, "loss_rpn_cls": 0.0218, "loss_rpn_bbox": 0.04353, "loss_cls": 0.19212, "acc": 93.0083, "loss_bbox": 0.24525, "loss_mask": 0.23946, "loss": 0.74216, "time": 0.76614}
{"mode": "train", "epoch": 6, "iter": 2450, "lr": 0.0001, "memory": 13582, "data_time": 0.03505, "loss_rpn_cls": 0.02029, "loss_rpn_bbox": 0.04312, "loss_cls": 0.18535, "acc": 93.20435, "loss_bbox": 0.2404, "loss_mask": 0.24565, "loss": 0.73481, "time": 0.81449}
{"mode": "train", "epoch": 6, "iter": 2500, "lr": 0.0001, "memory": 13582, "data_time": 0.03316, "loss_rpn_cls": 0.02108, "loss_rpn_bbox": 0.04282, "loss_cls": 0.18402, "acc": 93.24219, "loss_bbox": 0.23376, "loss_mask": 0.23834, "loss": 0.72002, "time": 0.84969}
{"mode": "train", "epoch": 6, "iter": 2550, "lr": 0.0001, "memory": 13582, "data_time": 0.03202, "loss_rpn_cls": 0.0205, "loss_rpn_bbox": 0.04254, "loss_cls": 0.19319, "acc": 92.91016, "loss_bbox": 0.245, "loss_mask": 0.24091, "loss": 0.74214, "time": 0.85901}
{"mode": "train", "epoch": 6, "iter": 2600, "lr": 0.0001, "memory": 13582, "data_time": 0.02768, "loss_rpn_cls": 0.0204, "loss_rpn_bbox": 0.03991, "loss_cls": 0.1845, "acc": 93.24634, "loss_bbox": 0.23275, "loss_mask": 0.23653, "loss": 0.71408, "time": 0.8194}
{"mode": "train", "epoch": 6, "iter": 2650, "lr": 0.0001, "memory": 13582, "data_time": 0.02627, "loss_rpn_cls": 0.0197, "loss_rpn_bbox": 0.04091, "loss_cls": 0.1858, "acc": 93.30322, "loss_bbox": 0.23337, "loss_mask": 0.23653, "loss": 0.7163, "time": 0.82503}
{"mode": "train", "epoch": 6, "iter": 2700, "lr": 0.0001, "memory": 13582, "data_time": 0.03491, "loss_rpn_cls": 0.02187, "loss_rpn_bbox": 0.04699, "loss_cls": 0.19144, "acc": 92.92163, "loss_bbox": 0.24744, "loss_mask": 0.25134, "loss": 0.75908, "time": 0.76722}
{"mode": "train", "epoch": 6, "iter": 2750, "lr": 0.0001, "memory": 13582, "data_time": 0.03255, "loss_rpn_cls": 0.0202, "loss_rpn_bbox": 0.04277, "loss_cls": 0.18787, "acc": 93.0979, "loss_bbox": 0.24614, "loss_mask": 0.24136, "loss": 0.73833, "time": 0.77551}
{"mode": "train", "epoch": 6, "iter": 2800, "lr": 0.0001, "memory": 13582, "data_time": 0.0358, "loss_rpn_cls": 0.02148, "loss_rpn_bbox": 0.04282, "loss_cls": 0.1836, "acc": 93.3252, "loss_bbox": 0.23747, "loss_mask": 0.24117, "loss": 0.72654, "time": 0.77523}
{"mode": "train", "epoch": 6, "iter": 2850, "lr": 0.0001, "memory": 13582, "data_time": 0.03831, "loss_rpn_cls": 0.02208, "loss_rpn_bbox": 0.04492, "loss_cls": 0.18888, "acc": 93.18652, "loss_bbox": 0.24429, "loss_mask": 0.24205, "loss": 0.74222, "time": 0.77167}
{"mode": "train", "epoch": 6, "iter": 2900, "lr": 0.0001, "memory": 13582, "data_time": 0.0399, "loss_rpn_cls": 0.01899, "loss_rpn_bbox": 0.04049, "loss_cls": 0.18496, "acc": 93.198, "loss_bbox": 0.23781, "loss_mask": 0.23944, "loss": 0.72169, "time": 0.76864}
{"mode": "train", "epoch": 6, "iter": 2950, "lr": 0.0001, "memory": 13582, "data_time": 0.03236, "loss_rpn_cls": 0.02031, "loss_rpn_bbox": 0.04289, "loss_cls": 0.18368, "acc": 93.35352, "loss_bbox": 0.2391, "loss_mask": 0.23821, "loss": 0.72421, "time": 0.82732}
{"mode": "train", "epoch": 6, "iter": 3000, "lr": 0.0001, "memory": 13582, "data_time": 0.03071, "loss_rpn_cls": 0.02018, "loss_rpn_bbox": 0.04168, "loss_cls": 0.18563, "acc": 93.29297, "loss_bbox": 0.2336, "loss_mask": 0.24215, "loss": 0.72323, "time": 0.81666}
{"mode": "train", "epoch": 6, "iter": 3050, "lr": 0.0001, "memory": 13582, "data_time": 0.03596, "loss_rpn_cls": 0.02212, "loss_rpn_bbox": 0.04484, "loss_cls": 0.18805, "acc": 93.1936, "loss_bbox": 0.24772, "loss_mask": 0.24605, "loss": 0.74878, "time": 0.76766}
{"mode": "train", "epoch": 6, "iter": 3100, "lr": 0.0001, "memory": 13582, "data_time": 0.07695, "loss_rpn_cls": 0.02022, "loss_rpn_bbox": 0.04206, "loss_cls": 0.18669, "acc": 93.21582, "loss_bbox": 0.23927, "loss_mask": 0.24842, "loss": 0.73666, "time": 0.94824}
{"mode": "train", "epoch": 6, "iter": 3150, "lr": 0.0001, "memory": 13582, "data_time": 0.04431, "loss_rpn_cls": 0.0208, "loss_rpn_bbox": 0.04184, "loss_cls": 0.17992, "acc": 93.43579, "loss_bbox": 0.23064, "loss_mask": 0.24356, "loss": 0.71676, "time": 0.84976}
{"mode": "train", "epoch": 6, "iter": 3200, "lr": 0.0001, "memory": 13582, "data_time": 0.03612, "loss_rpn_cls": 0.021, "loss_rpn_bbox": 0.0446, "loss_cls": 0.17957, "acc": 93.39185, "loss_bbox": 0.23752, "loss_mask": 0.2378, "loss": 0.7205, "time": 0.77127}
{"mode": "train", "epoch": 6, "iter": 3250, "lr": 0.0001, "memory": 13582, "data_time": 0.03556, "loss_rpn_cls": 0.02063, "loss_rpn_bbox": 0.04187, "loss_cls": 0.18592, "acc": 93.13403, "loss_bbox": 0.23972, "loss_mask": 0.23965, "loss": 0.72778, "time": 0.76204}
{"mode": "train", "epoch": 6, "iter": 3300, "lr": 0.0001, "memory": 13582, "data_time": 0.04061, "loss_rpn_cls": 0.0209, "loss_rpn_bbox": 0.04182, "loss_cls": 0.1792, "acc": 93.46973, "loss_bbox": 0.233, "loss_mask": 0.2374, "loss": 0.71231, "time": 0.77534}
{"mode": "train", "epoch": 6, "iter": 3350, "lr": 0.0001, "memory": 13582, "data_time": 0.03541, "loss_rpn_cls": 0.02095, "loss_rpn_bbox": 0.04381, "loss_cls": 0.1947, "acc": 92.92969, "loss_bbox": 0.24759, "loss_mask": 0.246, "loss": 0.75306, "time": 0.76894}
{"mode": "train", "epoch": 6, "iter": 3400, "lr": 0.0001, "memory": 13582, "data_time": 0.03562, "loss_rpn_cls": 0.0193, "loss_rpn_bbox": 0.03949, "loss_cls": 0.18283, "acc": 93.38647, "loss_bbox": 0.23063, "loss_mask": 0.23273, "loss": 0.70497, "time": 0.76553}
{"mode": "train", "epoch": 6, "iter": 3450, "lr": 0.0001, "memory": 13582, "data_time": 0.02436, "loss_rpn_cls": 0.02139, "loss_rpn_bbox": 0.04276, "loss_cls": 0.18787, "acc": 93.18628, "loss_bbox": 0.24062, "loss_mask": 0.24045, "loss": 0.73309, "time": 0.77321}
{"mode": "train", "epoch": 6, "iter": 3500, "lr": 0.0001, "memory": 13582, "data_time": 0.03851, "loss_rpn_cls": 0.02175, "loss_rpn_bbox": 0.04386, "loss_cls": 0.18654, "acc": 93.20776, "loss_bbox": 0.23911, "loss_mask": 0.24088, "loss": 0.73215, "time": 0.77557}
{"mode": "train", "epoch": 6, "iter": 3550, "lr": 0.0001, "memory": 13582, "data_time": 0.03273, "loss_rpn_cls": 0.0193, "loss_rpn_bbox": 0.04012, "loss_cls": 0.18094, "acc": 93.36597, "loss_bbox": 0.23408, "loss_mask": 0.23672, "loss": 0.71115, "time": 0.81822}
{"mode": "train", "epoch": 6, "iter": 3600, "lr": 0.0001, "memory": 13582, "data_time": 0.03545, "loss_rpn_cls": 0.02105, "loss_rpn_bbox": 0.04439, "loss_cls": 0.19043, "acc": 93.06079, "loss_bbox": 0.24566, "loss_mask": 0.23906, "loss": 0.74059, "time": 0.90916}
{"mode": "train", "epoch": 6, "iter": 3650, "lr": 0.0001, "memory": 13582, "data_time": 0.04153, "loss_rpn_cls": 0.02039, "loss_rpn_bbox": 0.04209, "loss_cls": 0.1986, "acc": 92.8269, "loss_bbox": 0.25178, "loss_mask": 0.24218, "loss": 0.75505, "time": 0.82351}
{"mode": "train", "epoch": 6, "iter": 3700, "lr": 0.0001, "memory": 13582, "data_time": 0.02891, "loss_rpn_cls": 0.02164, "loss_rpn_bbox": 0.04393, "loss_cls": 0.19143, "acc": 92.99292, "loss_bbox": 0.24419, "loss_mask": 0.24181, "loss": 0.743, "time": 0.86303}
{"mode": "train", "epoch": 6, "iter": 3750, "lr": 0.0001, "memory": 13582, "data_time": 0.03663, "loss_rpn_cls": 0.0215, "loss_rpn_bbox": 0.04297, "loss_cls": 0.18201, "acc": 93.38745, "loss_bbox": 0.23312, "loss_mask": 0.23788, "loss": 0.71748, "time": 0.82953}
{"mode": "train", "epoch": 6, "iter": 3800, "lr": 0.0001, "memory": 13582, "data_time": 0.03717, "loss_rpn_cls": 0.02403, "loss_rpn_bbox": 0.04324, "loss_cls": 0.186, "acc": 93.12769, "loss_bbox": 0.24126, "loss_mask": 0.24231, "loss": 0.73683, "time": 0.77084}
{"mode": "train", "epoch": 6, "iter": 3850, "lr": 0.0001, "memory": 13582, "data_time": 0.03679, "loss_rpn_cls": 0.02054, "loss_rpn_bbox": 0.04166, "loss_cls": 0.1903, "acc": 92.95093, "loss_bbox": 0.2491, "loss_mask": 0.24454, "loss": 0.74614, "time": 0.77608}
{"mode": "train", "epoch": 6, "iter": 3900, "lr": 0.0001, "memory": 13582, "data_time": 0.02763, "loss_rpn_cls": 0.0203, "loss_rpn_bbox": 0.04129, "loss_cls": 0.18063, "acc": 93.37207, "loss_bbox": 0.23114, "loss_mask": 0.22917, "loss": 0.70253, "time": 0.76602}
{"mode": "train", "epoch": 6, "iter": 3950, "lr": 0.0001, "memory": 13582, "data_time": 0.03382, "loss_rpn_cls": 0.01879, "loss_rpn_bbox": 0.04084, "loss_cls": 0.18269, "acc": 93.22119, "loss_bbox": 0.24393, "loss_mask": 0.23178, "loss": 0.71804, "time": 0.77988}
{"mode": "train", "epoch": 6, "iter": 4000, "lr": 0.0001, "memory": 13582, "data_time": 0.03625, "loss_rpn_cls": 0.02237, "loss_rpn_bbox": 0.04525, "loss_cls": 0.19254, "acc": 92.94482, "loss_bbox": 0.24469, "loss_mask": 0.24519, "loss": 0.75004, "time": 0.77164}
{"mode": "train", "epoch": 6, "iter": 4050, "lr": 0.0001, "memory": 13582, "data_time": 0.03713, "loss_rpn_cls": 0.02159, "loss_rpn_bbox": 0.04249, "loss_cls": 0.18204, "acc": 93.26929, "loss_bbox": 0.23409, "loss_mask": 0.23329, "loss": 0.7135, "time": 0.76858}
{"mode": "train", "epoch": 6, "iter": 4100, "lr": 0.0001, "memory": 13582, "data_time": 0.03419, "loss_rpn_cls": 0.02205, "loss_rpn_bbox": 0.04256, "loss_cls": 0.18545, "acc": 93.14551, "loss_bbox": 0.24287, "loss_mask": 0.24609, "loss": 0.73903, "time": 0.88462}
{"mode": "train", "epoch": 6, "iter": 4150, "lr": 0.0001, "memory": 13582, "data_time": 0.03727, "loss_rpn_cls": 0.02142, "loss_rpn_bbox": 0.04379, "loss_cls": 0.18378, "acc": 93.26709, "loss_bbox": 0.24069, "loss_mask": 0.24374, "loss": 0.73342, "time": 0.90729}
{"mode": "train", "epoch": 6, "iter": 4200, "lr": 0.0001, "memory": 13582, "data_time": 0.03843, "loss_rpn_cls": 0.02142, "loss_rpn_bbox": 0.0417, "loss_cls": 0.18122, "acc": 93.42334, "loss_bbox": 0.22663, "loss_mask": 0.23619, "loss": 0.70716, "time": 0.80952}
{"mode": "train", "epoch": 6, "iter": 4250, "lr": 0.0001, "memory": 13582, "data_time": 0.03698, "loss_rpn_cls": 0.02025, "loss_rpn_bbox": 0.04333, "loss_cls": 0.18834, "acc": 93.11499, "loss_bbox": 0.24007, "loss_mask": 0.2456, "loss": 0.73759, "time": 0.76884}
{"mode": "train", "epoch": 6, "iter": 4300, "lr": 0.0001, "memory": 13582, "data_time": 0.03877, "loss_rpn_cls": 0.02117, "loss_rpn_bbox": 0.04463, "loss_cls": 0.19436, "acc": 92.83228, "loss_bbox": 0.24898, "loss_mask": 0.24852, "loss": 0.75766, "time": 0.85125}
{"mode": "train", "epoch": 6, "iter": 4350, "lr": 0.0001, "memory": 13582, "data_time": 0.02951, "loss_rpn_cls": 0.0207, "loss_rpn_bbox": 0.04078, "loss_cls": 0.18, "acc": 93.45288, "loss_bbox": 0.23801, "loss_mask": 0.23956, "loss": 0.71905, "time": 0.76738}
{"mode": "train", "epoch": 6, "iter": 4400, "lr": 0.0001, "memory": 13582, "data_time": 0.03198, "loss_rpn_cls": 0.02031, "loss_rpn_bbox": 0.04213, "loss_cls": 0.18422, "acc": 93.32422, "loss_bbox": 0.23988, "loss_mask": 0.24216, "loss": 0.7287, "time": 0.76785}
{"mode": "train", "epoch": 6, "iter": 4450, "lr": 0.0001, "memory": 13582, "data_time": 0.03581, "loss_rpn_cls": 0.02023, "loss_rpn_bbox": 0.04216, "loss_cls": 0.1901, "acc": 93.10303, "loss_bbox": 0.24553, "loss_mask": 0.24025, "loss": 0.73827, "time": 0.77519}
{"mode": "train", "epoch": 6, "iter": 4500, "lr": 0.0001, "memory": 13582, "data_time": 0.0345, "loss_rpn_cls": 0.02222, "loss_rpn_bbox": 0.04577, "loss_cls": 0.18378, "acc": 93.29248, "loss_bbox": 0.24161, "loss_mask": 0.24598, "loss": 0.73936, "time": 0.78258}
{"mode": "train", "epoch": 6, "iter": 4550, "lr": 0.0001, "memory": 13582, "data_time": 0.02836, "loss_rpn_cls": 0.01965, "loss_rpn_bbox": 0.04317, "loss_cls": 0.18744, "acc": 93.18115, "loss_bbox": 0.24058, "loss_mask": 0.24388, "loss": 0.73473, "time": 0.76838}
{"mode": "train", "epoch": 6, "iter": 4600, "lr": 0.0001, "memory": 13582, "data_time": 0.03427, "loss_rpn_cls": 0.0199, "loss_rpn_bbox": 0.04241, "loss_cls": 0.18569, "acc": 93.22949, "loss_bbox": 0.23938, "loss_mask": 0.24202, "loss": 0.7294, "time": 0.76164}
{"mode": "train", "epoch": 6, "iter": 4650, "lr": 0.0001, "memory": 13582, "data_time": 0.03287, "loss_rpn_cls": 0.02118, "loss_rpn_bbox": 0.04373, "loss_cls": 0.19106, "acc": 92.99707, "loss_bbox": 0.24013, "loss_mask": 0.23985, "loss": 0.73595, "time": 0.8164}
{"mode": "train", "epoch": 6, "iter": 4700, "lr": 0.0001, "memory": 13582, "data_time": 0.03711, "loss_rpn_cls": 0.0215, "loss_rpn_bbox": 0.04458, "loss_cls": 0.19283, "acc": 92.94141, "loss_bbox": 0.2434, "loss_mask": 0.24527, "loss": 0.74758, "time": 0.86626}
{"mode": "train", "epoch": 6, "iter": 4750, "lr": 0.0001, "memory": 13582, "data_time": 0.0295, "loss_rpn_cls": 0.02069, "loss_rpn_bbox": 0.04245, "loss_cls": 0.19132, "acc": 92.93213, "loss_bbox": 0.24439, "loss_mask": 0.24616, "loss": 0.74501, "time": 0.90123}
{"mode": "train", "epoch": 6, "iter": 4800, "lr": 0.0001, "memory": 13582, "data_time": 0.03279, "loss_rpn_cls": 0.01934, "loss_rpn_bbox": 0.04099, "loss_cls": 0.18897, "acc": 93.1145, "loss_bbox": 0.24213, "loss_mask": 0.24222, "loss": 0.73365, "time": 0.76882}
{"mode": "train", "epoch": 6, "iter": 4850, "lr": 0.0001, "memory": 13582, "data_time": 0.03612, "loss_rpn_cls": 0.01972, "loss_rpn_bbox": 0.041, "loss_cls": 0.18185, "acc": 93.33252, "loss_bbox": 0.23291, "loss_mask": 0.23109, "loss": 0.70658, "time": 0.81599}
{"mode": "train", "epoch": 6, "iter": 4900, "lr": 0.0001, "memory": 13582, "data_time": 0.03592, "loss_rpn_cls": 0.02107, "loss_rpn_bbox": 0.04405, "loss_cls": 0.1835, "acc": 93.23999, "loss_bbox": 0.23564, "loss_mask": 0.24134, "loss": 0.7256, "time": 0.817}
{"mode": "train", "epoch": 6, "iter": 4950, "lr": 0.0001, "memory": 13582, "data_time": 0.03446, "loss_rpn_cls": 0.02053, "loss_rpn_bbox": 0.03984, "loss_cls": 0.18457, "acc": 93.35034, "loss_bbox": 0.23358, "loss_mask": 0.23919, "loss": 0.71771, "time": 0.7731}
{"mode": "train", "epoch": 6, "iter": 5000, "lr": 0.0001, "memory": 13582, "data_time": 0.03373, "loss_rpn_cls": 0.02168, "loss_rpn_bbox": 0.04601, "loss_cls": 0.19348, "acc": 92.91138, "loss_bbox": 0.24894, "loss_mask": 0.24481, "loss": 0.75492, "time": 0.77829}
{"mode": "train", "epoch": 6, "iter": 5050, "lr": 0.0001, "memory": 13582, "data_time": 0.03575, "loss_rpn_cls": 0.01984, "loss_rpn_bbox": 0.04635, "loss_cls": 0.19314, "acc": 92.98047, "loss_bbox": 0.24512, "loss_mask": 0.24272, "loss": 0.74716, "time": 0.77788}
{"mode": "train", "epoch": 6, "iter": 5100, "lr": 0.0001, "memory": 13582, "data_time": 0.03375, "loss_rpn_cls": 0.02423, "loss_rpn_bbox": 0.04354, "loss_cls": 0.19234, "acc": 92.9563, "loss_bbox": 0.24977, "loss_mask": 0.24463, "loss": 0.75451, "time": 0.77166}
{"mode": "train", "epoch": 6, "iter": 5150, "lr": 0.0001, "memory": 13582, "data_time": 0.03968, "loss_rpn_cls": 0.02007, "loss_rpn_bbox": 0.04211, "loss_cls": 0.18421, "acc": 93.3269, "loss_bbox": 0.23268, "loss_mask": 0.23905, "loss": 0.71812, "time": 0.82859}
{"mode": "train", "epoch": 6, "iter": 5200, "lr": 0.0001, "memory": 13582, "data_time": 0.03385, "loss_rpn_cls": 0.0218, "loss_rpn_bbox": 0.0435, "loss_cls": 0.19607, "acc": 92.88623, "loss_bbox": 0.24767, "loss_mask": 0.24313, "loss": 0.75216, "time": 0.86258}
{"mode": "train", "epoch": 6, "iter": 5250, "lr": 0.0001, "memory": 13582, "data_time": 0.03864, "loss_rpn_cls": 0.02362, "loss_rpn_bbox": 0.04696, "loss_cls": 0.20208, "acc": 92.53271, "loss_bbox": 0.26188, "loss_mask": 0.24904, "loss": 0.78358, "time": 0.77782}
{"mode": "train", "epoch": 6, "iter": 5300, "lr": 0.0001, "memory": 13582, "data_time": 0.04165, "loss_rpn_cls": 0.02118, "loss_rpn_bbox": 0.04405, "loss_cls": 0.19342, "acc": 92.92554, "loss_bbox": 0.24212, "loss_mask": 0.24738, "loss": 0.74816, "time": 0.81848}
{"mode": "train", "epoch": 6, "iter": 5350, "lr": 0.0001, "memory": 13582, "data_time": 0.03322, "loss_rpn_cls": 0.02184, "loss_rpn_bbox": 0.04406, "loss_cls": 0.19114, "acc": 92.99927, "loss_bbox": 0.24204, "loss_mask": 0.24609, "loss": 0.74518, "time": 0.87196}
{"mode": "train", "epoch": 6, "iter": 5400, "lr": 0.0001, "memory": 13582, "data_time": 0.04325, "loss_rpn_cls": 0.02099, "loss_rpn_bbox": 0.04385, "loss_cls": 0.19121, "acc": 92.88721, "loss_bbox": 0.25309, "loss_mask": 0.24305, "loss": 0.75219, "time": 0.78397}
{"mode": "train", "epoch": 6, "iter": 5450, "lr": 0.0001, "memory": 13582, "data_time": 0.04668, "loss_rpn_cls": 0.02057, "loss_rpn_bbox": 0.04393, "loss_cls": 0.19381, "acc": 92.87598, "loss_bbox": 0.24733, "loss_mask": 0.24757, "loss": 0.75321, "time": 0.86814}
{"mode": "train", "epoch": 6, "iter": 5500, "lr": 0.0001, "memory": 13582, "data_time": 0.043, "loss_rpn_cls": 0.02165, "loss_rpn_bbox": 0.04341, "loss_cls": 0.19123, "acc": 92.98706, "loss_bbox": 0.24058, "loss_mask": 0.24454, "loss": 0.74142, "time": 0.77283}
{"mode": "train", "epoch": 6, "iter": 5550, "lr": 0.0001, "memory": 13582, "data_time": 0.02917, "loss_rpn_cls": 0.01871, "loss_rpn_bbox": 0.03927, "loss_cls": 0.1828, "acc": 93.37085, "loss_bbox": 0.23465, "loss_mask": 0.23689, "loss": 0.71233, "time": 0.77073}
{"mode": "train", "epoch": 6, "iter": 5600, "lr": 0.0001, "memory": 13582, "data_time": 0.03756, "loss_rpn_cls": 0.02056, "loss_rpn_bbox": 0.04223, "loss_cls": 0.19092, "acc": 92.96265, "loss_bbox": 0.24377, "loss_mask": 0.24085, "loss": 0.73833, "time": 0.77027}
{"mode": "train", "epoch": 6, "iter": 5650, "lr": 0.0001, "memory": 13582, "data_time": 0.03856, "loss_rpn_cls": 0.02112, "loss_rpn_bbox": 0.04501, "loss_cls": 0.19306, "acc": 92.91895, "loss_bbox": 0.25078, "loss_mask": 0.24227, "loss": 0.75224, "time": 0.77408}
{"mode": "train", "epoch": 6, "iter": 5700, "lr": 0.0001, "memory": 13582, "data_time": 0.02852, "loss_rpn_cls": 0.02342, "loss_rpn_bbox": 0.04213, "loss_cls": 0.18592, "acc": 93.17065, "loss_bbox": 0.24014, "loss_mask": 0.23875, "loss": 0.73037, "time": 0.81066}
{"mode": "train", "epoch": 6, "iter": 5750, "lr": 0.0001, "memory": 13582, "data_time": 0.03402, "loss_rpn_cls": 0.01916, "loss_rpn_bbox": 0.04269, "loss_cls": 0.18183, "acc": 93.3208, "loss_bbox": 0.23909, "loss_mask": 0.23938, "loss": 0.72215, "time": 0.82109}
{"mode": "train", "epoch": 6, "iter": 5800, "lr": 0.0001, "memory": 13582, "data_time": 0.0411, "loss_rpn_cls": 0.0216, "loss_rpn_bbox": 0.04505, "loss_cls": 0.19441, "acc": 92.93604, "loss_bbox": 0.24687, "loss_mask": 0.24766, "loss": 0.75559, "time": 0.81505}
{"mode": "train", "epoch": 6, "iter": 5850, "lr": 0.0001, "memory": 13582, "data_time": 0.04334, "loss_rpn_cls": 0.02078, "loss_rpn_bbox": 0.04141, "loss_cls": 0.17779, "acc": 93.50317, "loss_bbox": 0.22889, "loss_mask": 0.24257, "loss": 0.71144, "time": 0.81878}
{"mode": "train", "epoch": 6, "iter": 5900, "lr": 0.0001, "memory": 13582, "data_time": 0.03123, "loss_rpn_cls": 0.02073, "loss_rpn_bbox": 0.04111, "loss_cls": 0.18881, "acc": 93.11523, "loss_bbox": 0.2425, "loss_mask": 0.2418, "loss": 0.73495, "time": 0.80941}
{"mode": "train", "epoch": 6, "iter": 5950, "lr": 0.0001, "memory": 13582, "data_time": 0.03698, "loss_rpn_cls": 0.02024, "loss_rpn_bbox": 0.04276, "loss_cls": 0.17952, "acc": 93.38354, "loss_bbox": 0.23662, "loss_mask": 0.24004, "loss": 0.71918, "time": 0.85144}
{"mode": "train", "epoch": 6, "iter": 6000, "lr": 0.0001, "memory": 13582, "data_time": 0.02903, "loss_rpn_cls": 0.02045, "loss_rpn_bbox": 0.04271, "loss_cls": 0.18929, "acc": 93.04395, "loss_bbox": 0.23829, "loss_mask": 0.24673, "loss": 0.73747, "time": 0.77548}
{"mode": "train", "epoch": 6, "iter": 6050, "lr": 0.0001, "memory": 13582, "data_time": 0.03385, "loss_rpn_cls": 0.01985, "loss_rpn_bbox": 0.04084, "loss_cls": 0.18378, "acc": 93.26929, "loss_bbox": 0.23769, "loss_mask": 0.23809, "loss": 0.72025, "time": 0.81775}
{"mode": "train", "epoch": 6, "iter": 6100, "lr": 0.0001, "memory": 13582, "data_time": 0.03286, "loss_rpn_cls": 0.01987, "loss_rpn_bbox": 0.0404, "loss_cls": 0.17832, "acc": 93.5354, "loss_bbox": 0.23013, "loss_mask": 0.23681, "loss": 0.70552, "time": 0.77026}
{"mode": "train", "epoch": 6, "iter": 6150, "lr": 0.0001, "memory": 13582, "data_time": 0.03557, "loss_rpn_cls": 0.02134, "loss_rpn_bbox": 0.04623, "loss_cls": 0.20083, "acc": 92.65063, "loss_bbox": 0.25246, "loss_mask": 0.24711, "loss": 0.76797, "time": 0.77089}
{"mode": "train", "epoch": 6, "iter": 6200, "lr": 0.0001, "memory": 13582, "data_time": 0.03619, "loss_rpn_cls": 0.02101, "loss_rpn_bbox": 0.04614, "loss_cls": 0.193, "acc": 92.93506, "loss_bbox": 0.24675, "loss_mask": 0.24814, "loss": 0.75503, "time": 0.7808}
{"mode": "train", "epoch": 6, "iter": 6250, "lr": 0.0001, "memory": 13582, "data_time": 0.03465, "loss_rpn_cls": 0.02151, "loss_rpn_bbox": 0.04322, "loss_cls": 0.18527, "acc": 93.20068, "loss_bbox": 0.23686, "loss_mask": 0.24124, "loss": 0.72809, "time": 0.83334}
{"mode": "train", "epoch": 6, "iter": 6300, "lr": 0.0001, "memory": 13582, "data_time": 0.03489, "loss_rpn_cls": 0.02147, "loss_rpn_bbox": 0.04467, "loss_cls": 0.18759, "acc": 93.03394, "loss_bbox": 0.24849, "loss_mask": 0.24439, "loss": 0.74659, "time": 0.81671}
{"mode": "train", "epoch": 6, "iter": 6350, "lr": 0.0001, "memory": 13582, "data_time": 0.03224, "loss_rpn_cls": 0.02019, "loss_rpn_bbox": 0.04171, "loss_cls": 0.1858, "acc": 93.19141, "loss_bbox": 0.23792, "loss_mask": 0.23897, "loss": 0.72458, "time": 0.77151}
{"mode": "train", "epoch": 6, "iter": 6400, "lr": 0.0001, "memory": 13582, "data_time": 0.03309, "loss_rpn_cls": 0.02122, "loss_rpn_bbox": 0.04359, "loss_cls": 0.19181, "acc": 92.92578, "loss_bbox": 0.24799, "loss_mask": 0.24464, "loss": 0.74924, "time": 0.76981}
{"mode": "train", "epoch": 6, "iter": 6450, "lr": 0.0001, "memory": 13582, "data_time": 0.03497, "loss_rpn_cls": 0.02131, "loss_rpn_bbox": 0.04183, "loss_cls": 0.18937, "acc": 93.18286, "loss_bbox": 0.2405, "loss_mask": 0.24206, "loss": 0.73507, "time": 0.86188}
{"mode": "train", "epoch": 6, "iter": 6500, "lr": 0.0001, "memory": 13582, "data_time": 0.03504, "loss_rpn_cls": 0.02253, "loss_rpn_bbox": 0.04182, "loss_cls": 0.18662, "acc": 93.19702, "loss_bbox": 0.24011, "loss_mask": 0.23997, "loss": 0.73106, "time": 0.86616}
{"mode": "train", "epoch": 6, "iter": 6550, "lr": 0.0001, "memory": 13582, "data_time": 0.04421, "loss_rpn_cls": 0.02181, "loss_rpn_bbox": 0.04514, "loss_cls": 0.17585, "acc": 93.61694, "loss_bbox": 0.22562, "loss_mask": 0.23579, "loss": 0.70421, "time": 0.7754}
{"mode": "train", "epoch": 6, "iter": 6600, "lr": 0.0001, "memory": 13582, "data_time": 0.04407, "loss_rpn_cls": 0.02329, "loss_rpn_bbox": 0.04659, "loss_cls": 0.18903, "acc": 93.08081, "loss_bbox": 0.24364, "loss_mask": 0.23963, "loss": 0.74217, "time": 0.86843}
{"mode": "train", "epoch": 6, "iter": 6650, "lr": 0.0001, "memory": 13582, "data_time": 0.02978, "loss_rpn_cls": 0.02075, "loss_rpn_bbox": 0.04217, "loss_cls": 0.18211, "acc": 93.32422, "loss_bbox": 0.23535, "loss_mask": 0.23868, "loss": 0.71906, "time": 0.7718}
{"mode": "train", "epoch": 6, "iter": 6700, "lr": 0.0001, "memory": 13582, "data_time": 0.03412, "loss_rpn_cls": 0.01972, "loss_rpn_bbox": 0.03917, "loss_cls": 0.18195, "acc": 93.44385, "loss_bbox": 0.22832, "loss_mask": 0.23224, "loss": 0.70139, "time": 0.77235}
{"mode": "train", "epoch": 6, "iter": 6750, "lr": 0.0001, "memory": 13582, "data_time": 0.03579, "loss_rpn_cls": 0.02103, "loss_rpn_bbox": 0.04274, "loss_cls": 0.1887, "acc": 93.03613, "loss_bbox": 0.24521, "loss_mask": 0.239, "loss": 0.73668, "time": 0.77518}
{"mode": "train", "epoch": 6, "iter": 6800, "lr": 0.0001, "memory": 13582, "data_time": 0.03839, "loss_rpn_cls": 0.02218, "loss_rpn_bbox": 0.04415, "loss_cls": 0.18882, "acc": 93.08203, "loss_bbox": 0.23861, "loss_mask": 0.23829, "loss": 0.73204, "time": 0.77441}
{"mode": "train", "epoch": 6, "iter": 6850, "lr": 0.0001, "memory": 13582, "data_time": 0.03231, "loss_rpn_cls": 0.0213, "loss_rpn_bbox": 0.04283, "loss_cls": 0.18633, "acc": 93.05176, "loss_bbox": 0.242, "loss_mask": 0.2445, "loss": 0.73696, "time": 0.77277}
{"mode": "train", "epoch": 6, "iter": 6900, "lr": 0.0001, "memory": 13582, "data_time": 0.02926, "loss_rpn_cls": 0.0202, "loss_rpn_bbox": 0.04118, "loss_cls": 0.18316, "acc": 93.34863, "loss_bbox": 0.23347, "loss_mask": 0.24523, "loss": 0.72324, "time": 0.81819}
{"mode": "train", "epoch": 6, "iter": 6950, "lr": 0.0001, "memory": 13582, "data_time": 0.04077, "loss_rpn_cls": 0.02292, "loss_rpn_bbox": 0.0435, "loss_cls": 0.19494, "acc": 92.95459, "loss_bbox": 0.24389, "loss_mask": 0.24724, "loss": 0.75249, "time": 0.90309}
{"mode": "train", "epoch": 6, "iter": 7000, "lr": 0.0001, "memory": 13582, "data_time": 0.03182, "loss_rpn_cls": 0.01931, "loss_rpn_bbox": 0.04284, "loss_cls": 0.18795, "acc": 93.09912, "loss_bbox": 0.24045, "loss_mask": 0.24515, "loss": 0.73571, "time": 0.8132}
{"mode": "train", "epoch": 6, "iter": 7050, "lr": 0.0001, "memory": 13582, "data_time": 0.04569, "loss_rpn_cls": 0.02144, "loss_rpn_bbox": 0.04217, "loss_cls": 0.18313, "acc": 93.35669, "loss_bbox": 0.23521, "loss_mask": 0.24389, "loss": 0.72584, "time": 0.81961}
{"mode": "train", "epoch": 6, "iter": 7100, "lr": 0.0001, "memory": 13582, "data_time": 0.04066, "loss_rpn_cls": 0.01962, "loss_rpn_bbox": 0.04372, "loss_cls": 0.18419, "acc": 93.2312, "loss_bbox": 0.24009, "loss_mask": 0.23705, "loss": 0.72468, "time": 0.81393}
{"mode": "train", "epoch": 6, "iter": 7150, "lr": 0.0001, "memory": 13582, "data_time": 0.02894, "loss_rpn_cls": 0.02041, "loss_rpn_bbox": 0.04368, "loss_cls": 0.19087, "acc": 93.12671, "loss_bbox": 0.23544, "loss_mask": 0.23912, "loss": 0.72952, "time": 0.77201}
{"mode": "train", "epoch": 6, "iter": 7200, "lr": 0.0001, "memory": 13582, "data_time": 0.03319, "loss_rpn_cls": 0.01985, "loss_rpn_bbox": 0.04375, "loss_cls": 0.18992, "acc": 93.04712, "loss_bbox": 0.24039, "loss_mask": 0.24261, "loss": 0.73652, "time": 0.81966}
{"mode": "train", "epoch": 6, "iter": 7250, "lr": 0.0001, "memory": 13582, "data_time": 0.03882, "loss_rpn_cls": 0.02167, "loss_rpn_bbox": 0.04255, "loss_cls": 0.18852, "acc": 93.05981, "loss_bbox": 0.2446, "loss_mask": 0.2459, "loss": 0.74324, "time": 0.77496}
{"mode": "train", "epoch": 6, "iter": 7300, "lr": 0.0001, "memory": 13582, "data_time": 0.03331, "loss_rpn_cls": 0.02072, "loss_rpn_bbox": 0.04138, "loss_cls": 0.18494, "acc": 93.18335, "loss_bbox": 0.23977, "loss_mask": 0.23912, "loss": 0.72592, "time": 0.77411}
{"mode": "val", "epoch": 6, "iter": 625, "lr": 0.0001, "bbox_mAP": 0.438, "bbox_mAP_50": 0.677, "bbox_mAP_75": 0.473, "bbox_mAP_s": 0.254, "bbox_mAP_m": 0.478, "bbox_mAP_l": 0.615, "bbox_mAP_copypaste": "0.438 0.677 0.473 0.254 0.478 0.615", "segm_mAP": 0.394, "segm_mAP_50": 0.637, "segm_mAP_75": 0.414, "segm_mAP_s": 0.177, "segm_mAP_m": 0.424, "segm_mAP_l": 0.63, "segm_mAP_copypaste": "0.394 0.637 0.414 0.177 0.424 0.630"}
{"mode": "train", "epoch": 7, "iter": 50, "lr": 0.0001, "memory": 13582, "data_time": 0.1476, "loss_rpn_cls": 0.01848, "loss_rpn_bbox": 0.04004, "loss_cls": 0.17124, "acc": 93.66821, "loss_bbox": 0.22359, "loss_mask": 0.23452, "loss": 0.68787, "time": 0.93609}
{"mode": "train", "epoch": 7, "iter": 100, "lr": 0.0001, "memory": 13582, "data_time": 0.03942, "loss_rpn_cls": 0.01928, "loss_rpn_bbox": 0.04297, "loss_cls": 0.18094, "acc": 93.34814, "loss_bbox": 0.23895, "loss_mask": 0.23753, "loss": 0.71968, "time": 0.78566}
{"mode": "train", "epoch": 7, "iter": 150, "lr": 0.0001, "memory": 13582, "data_time": 0.02724, "loss_rpn_cls": 0.01984, "loss_rpn_bbox": 0.04115, "loss_cls": 0.17734, "acc": 93.49829, "loss_bbox": 0.23145, "loss_mask": 0.23751, "loss": 0.7073, "time": 0.82032}
{"mode": "train", "epoch": 7, "iter": 200, "lr": 0.0001, "memory": 13582, "data_time": 0.0306, "loss_rpn_cls": 0.01887, "loss_rpn_bbox": 0.04214, "loss_cls": 0.17862, "acc": 93.4519, "loss_bbox": 0.23124, "loss_mask": 0.24141, "loss": 0.71228, "time": 0.77281}
{"mode": "train", "epoch": 7, "iter": 250, "lr": 0.0001, "memory": 13582, "data_time": 0.03804, "loss_rpn_cls": 0.01795, "loss_rpn_bbox": 0.04062, "loss_cls": 0.16994, "acc": 93.72583, "loss_bbox": 0.22611, "loss_mask": 0.23031, "loss": 0.68493, "time": 0.82707}
{"mode": "train", "epoch": 7, "iter": 300, "lr": 0.0001, "memory": 13582, "data_time": 0.03223, "loss_rpn_cls": 0.02006, "loss_rpn_bbox": 0.04111, "loss_cls": 0.17869, "acc": 93.3855, "loss_bbox": 0.23436, "loss_mask": 0.23601, "loss": 0.71022, "time": 0.77328}
{"mode": "train", "epoch": 7, "iter": 350, "lr": 0.0001, "memory": 13582, "data_time": 0.03773, "loss_rpn_cls": 0.01983, "loss_rpn_bbox": 0.04129, "loss_cls": 0.17229, "acc": 93.61108, "loss_bbox": 0.22633, "loss_mask": 0.23122, "loss": 0.69096, "time": 0.81816}
{"mode": "train", "epoch": 7, "iter": 400, "lr": 0.0001, "memory": 13582, "data_time": 0.03718, "loss_rpn_cls": 0.02055, "loss_rpn_bbox": 0.04456, "loss_cls": 0.1863, "acc": 93.03589, "loss_bbox": 0.24411, "loss_mask": 0.24215, "loss": 0.73767, "time": 0.82592}
{"mode": "train", "epoch": 7, "iter": 450, "lr": 0.0001, "memory": 13582, "data_time": 0.04234, "loss_rpn_cls": 0.01853, "loss_rpn_bbox": 0.04101, "loss_cls": 0.17661, "acc": 93.30884, "loss_bbox": 0.23445, "loss_mask": 0.23967, "loss": 0.71027, "time": 0.76924}
{"mode": "train", "epoch": 7, "iter": 500, "lr": 0.0001, "memory": 13582, "data_time": 0.03268, "loss_rpn_cls": 0.01824, "loss_rpn_bbox": 0.04099, "loss_cls": 0.18221, "acc": 93.37305, "loss_bbox": 0.23267, "loss_mask": 0.2299, "loss": 0.70402, "time": 0.82218}
{"mode": "train", "epoch": 7, "iter": 550, "lr": 0.0001, "memory": 13582, "data_time": 0.0358, "loss_rpn_cls": 0.0192, "loss_rpn_bbox": 0.04034, "loss_cls": 0.18146, "acc": 93.33887, "loss_bbox": 0.23593, "loss_mask": 0.23228, "loss": 0.70921, "time": 0.81766}
{"mode": "train", "epoch": 7, "iter": 600, "lr": 0.0001, "memory": 13582, "data_time": 0.02957, "loss_rpn_cls": 0.01809, "loss_rpn_bbox": 0.03983, "loss_cls": 0.17317, "acc": 93.51392, "loss_bbox": 0.23149, "loss_mask": 0.23529, "loss": 0.69787, "time": 0.77174}
{"mode": "train", "epoch": 7, "iter": 650, "lr": 0.0001, "memory": 13582, "data_time": 0.03548, "loss_rpn_cls": 0.02041, "loss_rpn_bbox": 0.04446, "loss_cls": 0.1843, "acc": 93.21826, "loss_bbox": 0.24352, "loss_mask": 0.24199, "loss": 0.73468, "time": 0.81601}
{"mode": "train", "epoch": 7, "iter": 700, "lr": 0.0001, "memory": 13582, "data_time": 0.03427, "loss_rpn_cls": 0.01949, "loss_rpn_bbox": 0.04213, "loss_cls": 0.17581, "acc": 93.44897, "loss_bbox": 0.23013, "loss_mask": 0.23976, "loss": 0.70732, "time": 0.76784}
{"mode": "train", "epoch": 7, "iter": 750, "lr": 0.0001, "memory": 13582, "data_time": 0.04061, "loss_rpn_cls": 0.01634, "loss_rpn_bbox": 0.0395, "loss_cls": 0.16707, "acc": 93.85596, "loss_bbox": 0.22371, "loss_mask": 0.22991, "loss": 0.67654, "time": 0.86675}
{"mode": "train", "epoch": 7, "iter": 800, "lr": 0.0001, "memory": 13582, "data_time": 0.03448, "loss_rpn_cls": 0.02024, "loss_rpn_bbox": 0.04152, "loss_cls": 0.17483, "acc": 93.52002, "loss_bbox": 0.23323, "loss_mask": 0.23821, "loss": 0.70803, "time": 0.78078}
{"mode": "train", "epoch": 7, "iter": 850, "lr": 0.0001, "memory": 13582, "data_time": 0.03072, "loss_rpn_cls": 0.01814, "loss_rpn_bbox": 0.04186, "loss_cls": 0.17829, "acc": 93.35205, "loss_bbox": 0.23464, "loss_mask": 0.23777, "loss": 0.71069, "time": 0.83526}
{"mode": "train", "epoch": 7, "iter": 900, "lr": 0.0001, "memory": 13582, "data_time": 0.03118, "loss_rpn_cls": 0.01637, "loss_rpn_bbox": 0.04084, "loss_cls": 0.16875, "acc": 93.72119, "loss_bbox": 0.22763, "loss_mask": 0.23161, "loss": 0.68521, "time": 0.83678}
{"mode": "train", "epoch": 7, "iter": 950, "lr": 0.0001, "memory": 13582, "data_time": 0.03237, "loss_rpn_cls": 0.01845, "loss_rpn_bbox": 0.04104, "loss_cls": 0.17858, "acc": 93.43677, "loss_bbox": 0.23122, "loss_mask": 0.23818, "loss": 0.70747, "time": 0.78413}
{"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.0001, "memory": 13582, "data_time": 0.03075, "loss_rpn_cls": 0.01965, "loss_rpn_bbox": 0.04221, "loss_cls": 0.17923, "acc": 93.40503, "loss_bbox": 0.23284, "loss_mask": 0.2392, "loss": 0.71313, "time": 0.77979}
{"mode": "train", "epoch": 7, "iter": 1050, "lr": 0.0001, "memory": 13582, "data_time": 0.03336, "loss_rpn_cls": 0.01842, "loss_rpn_bbox": 0.0429, "loss_cls": 0.17898, "acc": 93.49146, "loss_bbox": 0.23033, "loss_mask": 0.2397, "loss": 0.71032, "time": 0.87654}
{"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.0001, "memory": 13582, "data_time": 0.03492, "loss_rpn_cls": 0.01962, "loss_rpn_bbox": 0.04181, "loss_cls": 0.17998, "acc": 93.31738, "loss_bbox": 0.2352, "loss_mask": 0.23654, "loss": 0.71316, "time": 0.82192}
{"mode": "train", "epoch": 7, "iter": 1150, "lr": 0.0001, "memory": 13582, "data_time": 0.03592, "loss_rpn_cls": 0.01866, "loss_rpn_bbox": 0.0438, "loss_cls": 0.17931, "acc": 93.34961, "loss_bbox": 0.23845, "loss_mask": 0.23889, "loss": 0.71912, "time": 0.77427}
{"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.0001, "memory": 13582, "data_time": 0.03425, "loss_rpn_cls": 0.01908, "loss_rpn_bbox": 0.04188, "loss_cls": 0.17789, "acc": 93.39111, "loss_bbox": 0.23703, "loss_mask": 0.23408, "loss": 0.70995, "time": 0.77872}
{"mode": "train", "epoch": 7, "iter": 1250, "lr": 0.0001, "memory": 13582, "data_time": 0.02807, "loss_rpn_cls": 0.01801, "loss_rpn_bbox": 0.03938, "loss_cls": 0.17803, "acc": 93.45801, "loss_bbox": 0.23376, "loss_mask": 0.23824, "loss": 0.70742, "time": 0.81816}
{"mode": "train", "epoch": 7, "iter": 1300, "lr": 0.0001, "memory": 13582, "data_time": 0.03591, "loss_rpn_cls": 0.01782, "loss_rpn_bbox": 0.04213, "loss_cls": 0.17759, "acc": 93.36353, "loss_bbox": 0.23514, "loss_mask": 0.24168, "loss": 0.71436, "time": 0.86921}
{"mode": "train", "epoch": 7, "iter": 1350, "lr": 0.0001, "memory": 13582, "data_time": 0.03498, "loss_rpn_cls": 0.02067, "loss_rpn_bbox": 0.04324, "loss_cls": 0.18542, "acc": 93.19946, "loss_bbox": 0.23532, "loss_mask": 0.23035, "loss": 0.715, "time": 0.77326}
{"mode": "train", "epoch": 7, "iter": 1400, "lr": 0.0001, "memory": 13582, "data_time": 0.03203, "loss_rpn_cls": 0.01802, "loss_rpn_bbox": 0.04136, "loss_cls": 0.18391, "acc": 93.17139, "loss_bbox": 0.23942, "loss_mask": 0.2369, "loss": 0.7196, "time": 0.85634}
{"mode": "train", "epoch": 7, "iter": 1450, "lr": 0.0001, "memory": 13582, "data_time": 0.03474, "loss_rpn_cls": 0.01826, "loss_rpn_bbox": 0.04166, "loss_cls": 0.17603, "acc": 93.45703, "loss_bbox": 0.22853, "loss_mask": 0.2337, "loss": 0.69817, "time": 0.77911}
{"mode": "train", "epoch": 7, "iter": 1500, "lr": 0.0001, "memory": 13582, "data_time": 0.04476, "loss_rpn_cls": 0.01769, "loss_rpn_bbox": 0.03955, "loss_cls": 0.17448, "acc": 93.56348, "loss_bbox": 0.22364, "loss_mask": 0.22921, "loss": 0.68457, "time": 0.85249}
{"mode": "train", "epoch": 7, "iter": 1550, "lr": 0.0001, "memory": 13582, "data_time": 0.04017, "loss_rpn_cls": 0.02059, "loss_rpn_bbox": 0.04195, "loss_cls": 0.18263, "acc": 93.25952, "loss_bbox": 0.23972, "loss_mask": 0.23677, "loss": 0.72166, "time": 0.84234}
{"mode": "train", "epoch": 7, "iter": 1600, "lr": 0.0001, "memory": 13582, "data_time": 0.03719, "loss_rpn_cls": 0.01992, "loss_rpn_bbox": 0.0414, "loss_cls": 0.17992, "acc": 93.25952, "loss_bbox": 0.24284, "loss_mask": 0.24584, "loss": 0.72992, "time": 0.78069}
{"mode": "train", "epoch": 7, "iter": 1650, "lr": 0.0001, "memory": 13582, "data_time": 0.03687, "loss_rpn_cls": 0.02009, "loss_rpn_bbox": 0.04106, "loss_cls": 0.17253, "acc": 93.6228, "loss_bbox": 0.2294, "loss_mask": 0.23445, "loss": 0.69752, "time": 0.82572}
{"mode": "train", "epoch": 7, "iter": 1700, "lr": 0.0001, "memory": 13582, "data_time": 0.03708, "loss_rpn_cls": 0.02004, "loss_rpn_bbox": 0.04178, "loss_cls": 0.18369, "acc": 93.16504, "loss_bbox": 0.23957, "loss_mask": 0.23868, "loss": 0.72376, "time": 0.83406}
{"mode": "train", "epoch": 7, "iter": 1750, "lr": 0.0001, "memory": 13582, "data_time": 0.04332, "loss_rpn_cls": 0.01826, "loss_rpn_bbox": 0.04383, "loss_cls": 0.17699, "acc": 93.46167, "loss_bbox": 0.23447, "loss_mask": 0.23637, "loss": 0.70992, "time": 0.77816}
{"mode": "train", "epoch": 7, "iter": 1800, "lr": 0.0001, "memory": 13582, "data_time": 0.03115, "loss_rpn_cls": 0.02058, "loss_rpn_bbox": 0.04142, "loss_cls": 0.181, "acc": 93.35791, "loss_bbox": 0.23344, "loss_mask": 0.24298, "loss": 0.71942, "time": 0.83255}
{"mode": "train", "epoch": 7, "iter": 1850, "lr": 0.0001, "memory": 13582, "data_time": 0.03477, "loss_rpn_cls": 0.01962, "loss_rpn_bbox": 0.0445, "loss_cls": 0.18432, "acc": 93.04028, "loss_bbox": 0.23663, "loss_mask": 0.23759, "loss": 0.72266, "time": 0.83257}
{"mode": "train", "epoch": 7, "iter": 1900, "lr": 0.0001, "memory": 13582, "data_time": 0.03878, "loss_rpn_cls": 0.01946, "loss_rpn_bbox": 0.0412, "loss_cls": 0.17224, "acc": 93.5896, "loss_bbox": 0.22897, "loss_mask": 0.23603, "loss": 0.69791, "time": 0.7785}
{"mode": "train", "epoch": 7, "iter": 1950, "lr": 0.0001, "memory": 13582, "data_time": 0.04289, "loss_rpn_cls": 0.01887, "loss_rpn_bbox": 0.04202, "loss_cls": 0.17415, "acc": 93.64478, "loss_bbox": 0.23255, "loss_mask": 0.23591, "loss": 0.7035, "time": 0.77911}
{"mode": "train", "epoch": 7, "iter": 2000, "lr": 0.0001, "memory": 13582, "data_time": 0.02867, "loss_rpn_cls": 0.0189, "loss_rpn_bbox": 0.0413, "loss_cls": 0.17297, "acc": 93.53247, "loss_bbox": 0.22559, "loss_mask": 0.23479, "loss": 0.69354, "time": 0.87503}
{"mode": "train", "epoch": 7, "iter": 2050, "lr": 0.0001, "memory": 13582, "data_time": 0.03353, "loss_rpn_cls": 0.02045, "loss_rpn_bbox": 0.04136, "loss_cls": 0.18126, "acc": 93.33569, "loss_bbox": 0.23553, "loss_mask": 0.2336, "loss": 0.7122, "time": 0.77275}
{"mode": "train", "epoch": 7, "iter": 2100, "lr": 0.0001, "memory": 13582, "data_time": 0.03102, "loss_rpn_cls": 0.01936, "loss_rpn_bbox": 0.04128, "loss_cls": 0.1824, "acc": 93.22705, "loss_bbox": 0.23877, "loss_mask": 0.24283, "loss": 0.72464, "time": 0.77668}
{"mode": "train", "epoch": 7, "iter": 2150, "lr": 0.0001, "memory": 13582, "data_time": 0.03954, "loss_rpn_cls": 0.02068, "loss_rpn_bbox": 0.043, "loss_cls": 0.17674, "acc": 93.44482, "loss_bbox": 0.23668, "loss_mask": 0.23608, "loss": 0.71318, "time": 0.8475}
{"mode": "train", "epoch": 7, "iter": 2200, "lr": 0.0001, "memory": 13582, "data_time": 0.03305, "loss_rpn_cls": 0.02068, "loss_rpn_bbox": 0.04339, "loss_cls": 0.18698, "acc": 93.08594, "loss_bbox": 0.24195, "loss_mask": 0.2368, "loss": 0.7298, "time": 0.83359}
{"mode": "train", "epoch": 7, "iter": 2250, "lr": 0.0001, "memory": 13582, "data_time": 0.033, "loss_rpn_cls": 0.0202, "loss_rpn_bbox": 0.03993, "loss_cls": 0.1782, "acc": 93.573, "loss_bbox": 0.22454, "loss_mask": 0.23626, "loss": 0.69913, "time": 0.81865}
{"mode": "train", "epoch": 7, "iter": 2300, "lr": 0.0001, "memory": 13582, "data_time": 0.03709, "loss_rpn_cls": 0.02076, "loss_rpn_bbox": 0.04386, "loss_cls": 0.1831, "acc": 93.28442, "loss_bbox": 0.23852, "loss_mask": 0.2445, "loss": 0.73073, "time": 0.78324}
{"mode": "train", "epoch": 7, "iter": 2350, "lr": 0.0001, "memory": 13582, "data_time": 0.03294, "loss_rpn_cls": 0.01886, "loss_rpn_bbox": 0.04105, "loss_cls": 0.18223, "acc": 93.33667, "loss_bbox": 0.23278, "loss_mask": 0.23885, "loss": 0.71378, "time": 0.77534}
{"mode": "train", "epoch": 7, "iter": 2400, "lr": 0.0001, "memory": 13582, "data_time": 0.03342, "loss_rpn_cls": 0.02009, "loss_rpn_bbox": 0.04001, "loss_cls": 0.17976, "acc": 93.44263, "loss_bbox": 0.23442, "loss_mask": 0.23185, "loss": 0.70612, "time": 0.87299}
{"mode": "train", "epoch": 7, "iter": 2450, "lr": 0.0001, "memory": 13582, "data_time": 0.04193, "loss_rpn_cls": 0.01943, "loss_rpn_bbox": 0.04233, "loss_cls": 0.18677, "acc": 93.12183, "loss_bbox": 0.23991, "loss_mask": 0.24027, "loss": 0.7287, "time": 0.78282}
{"mode": "train", "epoch": 7, "iter": 2500, "lr": 0.0001, "memory": 13582, "data_time": 0.0348, "loss_rpn_cls": 0.0204, "loss_rpn_bbox": 0.0405, "loss_cls": 0.18031, "acc": 93.38672, "loss_bbox": 0.23083, "loss_mask": 0.24146, "loss": 0.7135, "time": 0.81969}
{"mode": "train", "epoch": 7, "iter": 2550, "lr": 0.0001, "memory": 13582, "data_time": 0.05306, "loss_rpn_cls": 0.01922, "loss_rpn_bbox": 0.04035, "loss_cls": 0.1734, "acc": 93.49268, "loss_bbox": 0.23276, "loss_mask": 0.23002, "loss": 0.69575, "time": 0.83264}
{"mode": "train", "epoch": 7, "iter": 2600, "lr": 0.0001, "memory": 13582, "data_time": 0.0407, "loss_rpn_cls": 0.01987, "loss_rpn_bbox": 0.04357, "loss_cls": 0.18211, "acc": 93.14697, "loss_bbox": 0.24236, "loss_mask": 0.23632, "loss": 0.72423, "time": 0.77476}
{"mode": "train", "epoch": 7, "iter": 2650, "lr": 0.0001, "memory": 13582, "data_time": 0.04921, "loss_rpn_cls": 0.02207, "loss_rpn_bbox": 0.04385, "loss_cls": 0.19572, "acc": 92.83301, "loss_bbox": 0.25043, "loss_mask": 0.24343, "loss": 0.75549, "time": 0.78168}
{"mode": "train", "epoch": 7, "iter": 2700, "lr": 0.0001, "memory": 13582, "data_time": 0.03341, "loss_rpn_cls": 0.01809, "loss_rpn_bbox": 0.03935, "loss_cls": 0.16844, "acc": 93.80371, "loss_bbox": 0.22272, "loss_mask": 0.2346, "loss": 0.68319, "time": 0.7708}
{"mode": "train", "epoch": 7, "iter": 2750, "lr": 0.0001, "memory": 13582, "data_time": 0.0371, "loss_rpn_cls": 0.02072, "loss_rpn_bbox": 0.04142, "loss_cls": 0.17793, "acc": 93.45093, "loss_bbox": 0.23067, "loss_mask": 0.23803, "loss": 0.70876, "time": 0.81923}
{"mode": "train", "epoch": 7, "iter": 2800, "lr": 0.0001, "memory": 13582, "data_time": 0.04177, "loss_rpn_cls": 0.01809, "loss_rpn_bbox": 0.04135, "loss_cls": 0.17252, "acc": 93.59717, "loss_bbox": 0.23113, "loss_mask": 0.2382, "loss": 0.70129, "time": 0.83913}
{"mode": "train", "epoch": 7, "iter": 2850, "lr": 0.0001, "memory": 13582, "data_time": 0.0357, "loss_rpn_cls": 0.01864, "loss_rpn_bbox": 0.04013, "loss_cls": 0.1841, "acc": 93.28467, "loss_bbox": 0.23747, "loss_mask": 0.23828, "loss": 0.71861, "time": 0.82143}
{"mode": "train", "epoch": 7, "iter": 2900, "lr": 0.0001, "memory": 13582, "data_time": 0.03775, "loss_rpn_cls": 0.0181, "loss_rpn_bbox": 0.04195, "loss_cls": 0.18181, "acc": 93.26245, "loss_bbox": 0.24467, "loss_mask": 0.24115, "loss": 0.72768, "time": 0.77695}
{"mode": "train", "epoch": 7, "iter": 2950, "lr": 0.0001, "memory": 13582, "data_time": 0.04263, "loss_rpn_cls": 0.02009, "loss_rpn_bbox": 0.04029, "loss_cls": 0.17298, "acc": 93.61646, "loss_bbox": 0.2285, "loss_mask": 0.23343, "loss": 0.69529, "time": 0.78082}
{"mode": "train", "epoch": 7, "iter": 3000, "lr": 0.0001, "memory": 13582, "data_time": 0.03886, "loss_rpn_cls": 0.0187, "loss_rpn_bbox": 0.04139, "loss_cls": 0.1836, "acc": 93.22534, "loss_bbox": 0.23451, "loss_mask": 0.23642, "loss": 0.71462, "time": 0.87804}
{"mode": "train", "epoch": 7, "iter": 3050, "lr": 0.0001, "memory": 13582, "data_time": 0.03968, "loss_rpn_cls": 0.01877, "loss_rpn_bbox": 0.04254, "loss_cls": 0.18307, "acc": 93.28271, "loss_bbox": 0.23341, "loss_mask": 0.23562, "loss": 0.71341, "time": 0.77945}
{"mode": "train", "epoch": 7, "iter": 3100, "lr": 0.0001, "memory": 13582, "data_time": 0.03199, "loss_rpn_cls": 0.01747, "loss_rpn_bbox": 0.04014, "loss_cls": 0.17475, "acc": 93.65698, "loss_bbox": 0.22106, "loss_mask": 0.23142, "loss": 0.68484, "time": 0.82369}
{"mode": "train", "epoch": 7, "iter": 3150, "lr": 0.0001, "memory": 13582, "data_time": 0.03261, "loss_rpn_cls": 0.02142, "loss_rpn_bbox": 0.04543, "loss_cls": 0.18269, "acc": 93.27954, "loss_bbox": 0.23725, "loss_mask": 0.24175, "loss": 0.72853, "time": 0.83841}
{"mode": "train", "epoch": 7, "iter": 3200, "lr": 0.0001, "memory": 13582, "data_time": 0.0282, "loss_rpn_cls": 0.01921, "loss_rpn_bbox": 0.04177, "loss_cls": 0.18209, "acc": 93.32251, "loss_bbox": 0.23559, "loss_mask": 0.23496, "loss": 0.71361, "time": 0.78212}
{"mode": "train", "epoch": 7, "iter": 3250, "lr": 0.0001, "memory": 13582, "data_time": 0.03814, "loss_rpn_cls": 0.01981, "loss_rpn_bbox": 0.04148, "loss_cls": 0.18254, "acc": 93.12939, "loss_bbox": 0.23736, "loss_mask": 0.23608, "loss": 0.71727, "time": 0.78638}
{"mode": "train", "epoch": 7, "iter": 3300, "lr": 0.0001, "memory": 13582, "data_time": 0.03561, "loss_rpn_cls": 0.01866, "loss_rpn_bbox": 0.0417, "loss_cls": 0.17813, "acc": 93.47778, "loss_bbox": 0.23266, "loss_mask": 0.24141, "loss": 0.71256, "time": 0.85099}
{"mode": "train", "epoch": 7, "iter": 3350, "lr": 0.0001, "memory": 13582, "data_time": 0.03298, "loss_rpn_cls": 0.01968, "loss_rpn_bbox": 0.04423, "loss_cls": 0.18455, "acc": 93.13843, "loss_bbox": 0.23794, "loss_mask": 0.24206, "loss": 0.72845, "time": 0.77865}
{"mode": "train", "epoch": 7, "iter": 3400, "lr": 0.0001, "memory": 13582, "data_time": 0.03659, "loss_rpn_cls": 0.01891, "loss_rpn_bbox": 0.04112, "loss_cls": 0.17321, "acc": 93.60474, "loss_bbox": 0.22561, "loss_mask": 0.22767, "loss": 0.68652, "time": 0.8471}
{"mode": "train", "epoch": 7, "iter": 3450, "lr": 0.0001, "memory": 13582, "data_time": 0.03785, "loss_rpn_cls": 0.02064, "loss_rpn_bbox": 0.04273, "loss_cls": 0.18775, "acc": 93.14966, "loss_bbox": 0.24366, "loss_mask": 0.24179, "loss": 0.73656, "time": 0.83052}
{"mode": "train", "epoch": 7, "iter": 3500, "lr": 0.0001, "memory": 13582, "data_time": 0.04785, "loss_rpn_cls": 0.01915, "loss_rpn_bbox": 0.04107, "loss_cls": 0.18028, "acc": 93.41187, "loss_bbox": 0.23504, "loss_mask": 0.23703, "loss": 0.71258, "time": 0.8302}
{"mode": "train", "epoch": 7, "iter": 3550, "lr": 0.0001, "memory": 13582, "data_time": 0.03671, "loss_rpn_cls": 0.02094, "loss_rpn_bbox": 0.0452, "loss_cls": 0.17775, "acc": 93.48315, "loss_bbox": 0.23062, "loss_mask": 0.23974, "loss": 0.71425, "time": 0.83672}
{"mode": "train", "epoch": 7, "iter": 3600, "lr": 0.0001, "memory": 13582, "data_time": 0.03799, "loss_rpn_cls": 0.01676, "loss_rpn_bbox": 0.04039, "loss_cls": 0.16994, "acc": 93.77856, "loss_bbox": 0.22127, "loss_mask": 0.22892, "loss": 0.67727, "time": 0.77463}
{"mode": "train", "epoch": 7, "iter": 3650, "lr": 0.0001, "memory": 13582, "data_time": 0.03689, "loss_rpn_cls": 0.01951, "loss_rpn_bbox": 0.03932, "loss_cls": 0.17786, "acc": 93.56982, "loss_bbox": 0.22422, "loss_mask": 0.235, "loss": 0.6959, "time": 0.8267}
{"mode": "train", "epoch": 7, "iter": 3700, "lr": 0.0001, "memory": 13582, "data_time": 0.03851, "loss_rpn_cls": 0.02177, "loss_rpn_bbox": 0.0475, "loss_cls": 0.19241, "acc": 92.98169, "loss_bbox": 0.24869, "loss_mask": 0.24349, "loss": 0.75387, "time": 0.78393}
{"mode": "train", "epoch": 7, "iter": 3750, "lr": 0.0001, "memory": 13582, "data_time": 0.0333, "loss_rpn_cls": 0.0195, "loss_rpn_bbox": 0.04469, "loss_cls": 0.1883, "acc": 93.01123, "loss_bbox": 0.23856, "loss_mask": 0.23958, "loss": 0.73063, "time": 0.83178}
{"mode": "train", "epoch": 7, "iter": 3800, "lr": 0.0001, "memory": 13582, "data_time": 0.03571, "loss_rpn_cls": 0.01881, "loss_rpn_bbox": 0.04082, "loss_cls": 0.18358, "acc": 93.18433, "loss_bbox": 0.23711, "loss_mask": 0.23952, "loss": 0.71984, "time": 0.77805}
{"mode": "train", "epoch": 7, "iter": 3850, "lr": 0.0001, "memory": 13582, "data_time": 0.03642, "loss_rpn_cls": 0.02223, "loss_rpn_bbox": 0.04464, "loss_cls": 0.18724, "acc": 93.02661, "loss_bbox": 0.24828, "loss_mask": 0.2465, "loss": 0.7489, "time": 0.78798}
{"mode": "train", "epoch": 7, "iter": 3900, "lr": 0.0001, "memory": 13582, "data_time": 0.03841, "loss_rpn_cls": 0.01874, "loss_rpn_bbox": 0.04123, "loss_cls": 0.17636, "acc": 93.48364, "loss_bbox": 0.23146, "loss_mask": 0.23283, "loss": 0.70063, "time": 0.83122}
{"mode": "train", "epoch": 7, "iter": 3950, "lr": 0.0001, "memory": 13582, "data_time": 0.03672, "loss_rpn_cls": 0.01936, "loss_rpn_bbox": 0.03948, "loss_cls": 0.17584, "acc": 93.61108, "loss_bbox": 0.22519, "loss_mask": 0.22889, "loss": 0.68877, "time": 0.77614}
{"mode": "train", "epoch": 7, "iter": 4000, "lr": 0.0001, "memory": 13582, "data_time": 0.04023, "loss_rpn_cls": 0.01879, "loss_rpn_bbox": 0.04211, "loss_cls": 0.18522, "acc": 93.18555, "loss_bbox": 0.23943, "loss_mask": 0.23629, "loss": 0.72184, "time": 0.84347}
{"mode": "train", "epoch": 7, "iter": 4050, "lr": 0.0001, "memory": 13582, "data_time": 0.03058, "loss_rpn_cls": 0.01897, "loss_rpn_bbox": 0.04157, "loss_cls": 0.1807, "acc": 93.33252, "loss_bbox": 0.22866, "loss_mask": 0.23839, "loss": 0.7083, "time": 0.81946}
{"mode": "train", "epoch": 7, "iter": 4100, "lr": 0.0001, "memory": 13582, "data_time": 0.03234, "loss_rpn_cls": 0.01719, "loss_rpn_bbox": 0.03993, "loss_cls": 0.18043, "acc": 93.37231, "loss_bbox": 0.2331, "loss_mask": 0.23143, "loss": 0.70207, "time": 0.7723}
{"mode": "train", "epoch": 7, "iter": 4150, "lr": 0.0001, "memory": 13582, "data_time": 0.04266, "loss_rpn_cls": 0.0197, "loss_rpn_bbox": 0.04123, "loss_cls": 0.17394, "acc": 93.52588, "loss_bbox": 0.23042, "loss_mask": 0.23724, "loss": 0.70254, "time": 0.8772}
{"mode": "train", "epoch": 7, "iter": 4200, "lr": 0.0001, "memory": 13582, "data_time": 0.02622, "loss_rpn_cls": 0.01895, "loss_rpn_bbox": 0.04046, "loss_cls": 0.17379, "acc": 93.54932, "loss_bbox": 0.22736, "loss_mask": 0.23256, "loss": 0.69312, "time": 0.78069}
{"mode": "train", "epoch": 7, "iter": 4250, "lr": 0.0001, "memory": 13582, "data_time": 0.0345, "loss_rpn_cls": 0.0217, "loss_rpn_bbox": 0.04443, "loss_cls": 0.19174, "acc": 92.95093, "loss_bbox": 0.25248, "loss_mask": 0.24573, "loss": 0.75608, "time": 0.82489}
{"mode": "train", "epoch": 7, "iter": 4300, "lr": 0.0001, "memory": 13582, "data_time": 0.03041, "loss_rpn_cls": 0.01914, "loss_rpn_bbox": 0.04122, "loss_cls": 0.17677, "acc": 93.42529, "loss_bbox": 0.23268, "loss_mask": 0.23581, "loss": 0.70562, "time": 0.77455}
{"mode": "train", "epoch": 7, "iter": 4350, "lr": 0.0001, "memory": 13582, "data_time": 0.03965, "loss_rpn_cls": 0.01966, "loss_rpn_bbox": 0.04272, "loss_cls": 0.1795, "acc": 93.26489, "loss_bbox": 0.2347, "loss_mask": 0.23441, "loss": 0.71099, "time": 0.83099}
{"mode": "train", "epoch": 7, "iter": 4400, "lr": 0.0001, "memory": 13582, "data_time": 0.03198, "loss_rpn_cls": 0.01869, "loss_rpn_bbox": 0.04068, "loss_cls": 0.18501, "acc": 93.19556, "loss_bbox": 0.23329, "loss_mask": 0.23486, "loss": 0.71253, "time": 0.843}
{"mode": "train", "epoch": 7, "iter": 4450, "lr": 0.0001, "memory": 13582, "data_time": 0.03324, "loss_rpn_cls": 0.01914, "loss_rpn_bbox": 0.04218, "loss_cls": 0.17819, "acc": 93.39648, "loss_bbox": 0.23272, "loss_mask": 0.23743, "loss": 0.70967, "time": 0.78287}
{"mode": "train", "epoch": 7, "iter": 4500, "lr": 0.0001, "memory": 13582, "data_time": 0.03752, "loss_rpn_cls": 0.01916, "loss_rpn_bbox": 0.04256, "loss_cls": 0.18542, "acc": 93.12549, "loss_bbox": 0.24314, "loss_mask": 0.23684, "loss": 0.72713, "time": 0.77928}
{"mode": "train", "epoch": 7, "iter": 4550, "lr": 0.0001, "memory": 13582, "data_time": 0.03111, "loss_rpn_cls": 0.01966, "loss_rpn_bbox": 0.0436, "loss_cls": 0.18492, "acc": 93.15845, "loss_bbox": 0.23817, "loss_mask": 0.23391, "loss": 0.72027, "time": 0.83019}
{"mode": "train", "epoch": 7, "iter": 4600, "lr": 0.0001, "memory": 13582, "data_time": 0.03379, "loss_rpn_cls": 0.01952, "loss_rpn_bbox": 0.04159, "loss_cls": 0.1787, "acc": 93.38135, "loss_bbox": 0.23165, "loss_mask": 0.23686, "loss": 0.70832, "time": 0.78388}
{"mode": "train", "epoch": 7, "iter": 4650, "lr": 0.0001, "memory": 13582, "data_time": 0.0407, "loss_rpn_cls": 0.01816, "loss_rpn_bbox": 0.04188, "loss_cls": 0.18468, "acc": 93.2417, "loss_bbox": 0.23753, "loss_mask": 0.23815, "loss": 0.7204, "time": 0.87837}
{"mode": "train", "epoch": 7, "iter": 4700, "lr": 0.0001, "memory": 13582, "data_time": 0.03116, "loss_rpn_cls": 0.01889, "loss_rpn_bbox": 0.042, "loss_cls": 0.18649, "acc": 93.16406, "loss_bbox": 0.23919, "loss_mask": 0.24027, "loss": 0.72684, "time": 0.78518}
{"mode": "train", "epoch": 7, "iter": 4750, "lr": 0.0001, "memory": 13582, "data_time": 0.0369, "loss_rpn_cls": 0.01908, "loss_rpn_bbox": 0.04, "loss_cls": 0.18156, "acc": 93.39575, "loss_bbox": 0.23507, "loss_mask": 0.23987, "loss": 0.71558, "time": 0.81839}
{"mode": "train", "epoch": 7, "iter": 4800, "lr": 0.0001, "memory": 13582, "data_time": 0.04155, "loss_rpn_cls": 0.01752, "loss_rpn_bbox": 0.04058, "loss_cls": 0.17704, "acc": 93.61963, "loss_bbox": 0.22606, "loss_mask": 0.23241, "loss": 0.69361, "time": 0.78064}
{"mode": "train", "epoch": 7, "iter": 4850, "lr": 0.0001, "memory": 13582, "data_time": 0.03574, "loss_rpn_cls": 0.01815, "loss_rpn_bbox": 0.04147, "loss_cls": 0.17074, "acc": 93.65527, "loss_bbox": 0.22456, "loss_mask": 0.23509, "loss": 0.69, "time": 0.83433}
{"mode": "train", "epoch": 7, "iter": 4900, "lr": 0.0001, "memory": 13582, "data_time": 0.04145, "loss_rpn_cls": 0.02106, "loss_rpn_bbox": 0.04353, "loss_cls": 0.1814, "acc": 93.30957, "loss_bbox": 0.23535, "loss_mask": 0.23611, "loss": 0.71744, "time": 0.78597}
{"mode": "train", "epoch": 7, "iter": 4950, "lr": 0.0001, "memory": 13582, "data_time": 0.04232, "loss_rpn_cls": 0.01889, "loss_rpn_bbox": 0.04195, "loss_cls": 0.17669, "acc": 93.51025, "loss_bbox": 0.22939, "loss_mask": 0.23219, "loss": 0.6991, "time": 0.88602}
{"mode": "train", "epoch": 7, "iter": 5000, "lr": 0.0001, "memory": 13582, "data_time": 0.0339, "loss_rpn_cls": 0.01984, "loss_rpn_bbox": 0.04128, "loss_cls": 0.17888, "acc": 93.36499, "loss_bbox": 0.23587, "loss_mask": 0.24194, "loss": 0.71781, "time": 0.7734}
{"mode": "train", "epoch": 7, "iter": 5050, "lr": 0.0001, "memory": 13582, "data_time": 0.03681, "loss_rpn_cls": 0.02053, "loss_rpn_bbox": 0.04174, "loss_cls": 0.18438, "acc": 93.25537, "loss_bbox": 0.23617, "loss_mask": 0.23546, "loss": 0.71829, "time": 0.77609}
{"mode": "train", "epoch": 7, "iter": 5100, "lr": 0.0001, "memory": 13582, "data_time": 0.03134, "loss_rpn_cls": 0.01958, "loss_rpn_bbox": 0.04101, "loss_cls": 0.18066, "acc": 93.30957, "loss_bbox": 0.2326, "loss_mask": 0.23057, "loss": 0.70442, "time": 0.78201}
{"mode": "train", "epoch": 7, "iter": 5150, "lr": 0.0001, "memory": 13582, "data_time": 0.03723, "loss_rpn_cls": 0.02115, "loss_rpn_bbox": 0.04214, "loss_cls": 0.17823, "acc": 93.41187, "loss_bbox": 0.22835, "loss_mask": 0.23646, "loss": 0.70635, "time": 0.83003}
{"mode": "train", "epoch": 7, "iter": 5200, "lr": 0.0001, "memory": 13582, "data_time": 0.036, "loss_rpn_cls": 0.01991, "loss_rpn_bbox": 0.04327, "loss_cls": 0.18202, "acc": 93.26831, "loss_bbox": 0.24118, "loss_mask": 0.2391, "loss": 0.72549, "time": 0.81908}
{"mode": "train", "epoch": 7, "iter": 5250, "lr": 0.0001, "memory": 13582, "data_time": 0.03319, "loss_rpn_cls": 0.01801, "loss_rpn_bbox": 0.04294, "loss_cls": 0.18315, "acc": 93.13916, "loss_bbox": 0.24539, "loss_mask": 0.23611, "loss": 0.7256, "time": 0.77637}
{"mode": "train", "epoch": 7, "iter": 5300, "lr": 0.0001, "memory": 13582, "data_time": 0.03669, "loss_rpn_cls": 0.02084, "loss_rpn_bbox": 0.04514, "loss_cls": 0.19308, "acc": 92.96582, "loss_bbox": 0.24626, "loss_mask": 0.2368, "loss": 0.74213, "time": 0.89082}
{"mode": "train", "epoch": 7, "iter": 5350, "lr": 0.0001, "memory": 13582, "data_time": 0.0297, "loss_rpn_cls": 0.0198, "loss_rpn_bbox": 0.04095, "loss_cls": 0.17047, "acc": 93.70557, "loss_bbox": 0.21904, "loss_mask": 0.22876, "loss": 0.67903, "time": 0.81294}
{"mode": "train", "epoch": 7, "iter": 5400, "lr": 0.0001, "memory": 13582, "data_time": 0.03745, "loss_rpn_cls": 0.01868, "loss_rpn_bbox": 0.04018, "loss_cls": 0.1685, "acc": 93.76953, "loss_bbox": 0.22168, "loss_mask": 0.22915, "loss": 0.67818, "time": 0.77471}
{"mode": "train", "epoch": 7, "iter": 5450, "lr": 0.0001, "memory": 13582, "data_time": 0.03447, "loss_rpn_cls": 0.02025, "loss_rpn_bbox": 0.04733, "loss_cls": 0.19348, "acc": 92.85327, "loss_bbox": 0.25332, "loss_mask": 0.24026, "loss": 0.75463, "time": 0.87573}
{"mode": "train", "epoch": 7, "iter": 5500, "lr": 0.0001, "memory": 13582, "data_time": 0.03333, "loss_rpn_cls": 0.01887, "loss_rpn_bbox": 0.03937, "loss_cls": 0.17924, "acc": 93.48975, "loss_bbox": 0.2265, "loss_mask": 0.2295, "loss": 0.69348, "time": 0.82362}
{"mode": "train", "epoch": 7, "iter": 5550, "lr": 0.0001, "memory": 13582, "data_time": 0.03524, "loss_rpn_cls": 0.01912, "loss_rpn_bbox": 0.04002, "loss_cls": 0.1803, "acc": 93.39526, "loss_bbox": 0.23491, "loss_mask": 0.23713, "loss": 0.71147, "time": 0.78205}
{"mode": "train", "epoch": 7, "iter": 5600, "lr": 0.0001, "memory": 13582, "data_time": 0.03046, "loss_rpn_cls": 0.01987, "loss_rpn_bbox": 0.0408, "loss_cls": 0.18047, "acc": 93.32495, "loss_bbox": 0.23971, "loss_mask": 0.24145, "loss": 0.72229, "time": 0.77637}
{"mode": "train", "epoch": 7, "iter": 5650, "lr": 0.0001, "memory": 13582, "data_time": 0.03966, "loss_rpn_cls": 0.0183, "loss_rpn_bbox": 0.03947, "loss_cls": 0.1777, "acc": 93.39526, "loss_bbox": 0.23058, "loss_mask": 0.23323, "loss": 0.69927, "time": 0.85618}
{"mode": "train", "epoch": 7, "iter": 5700, "lr": 0.0001, "memory": 13582, "data_time": 0.03535, "loss_rpn_cls": 0.01986, "loss_rpn_bbox": 0.04126, "loss_cls": 0.18772, "acc": 93.09595, "loss_bbox": 0.23844, "loss_mask": 0.2359, "loss": 0.72317, "time": 0.78629}
{"mode": "train", "epoch": 7, "iter": 5750, "lr": 0.0001, "memory": 13582, "data_time": 0.03435, "loss_rpn_cls": 0.019, "loss_rpn_bbox": 0.03925, "loss_cls": 0.16998, "acc": 93.72852, "loss_bbox": 0.22049, "loss_mask": 0.23036, "loss": 0.6791, "time": 0.77025}
{"mode": "train", "epoch": 7, "iter": 5800, "lr": 0.0001, "memory": 13582, "data_time": 0.0376, "loss_rpn_cls": 0.01834, "loss_rpn_bbox": 0.03882, "loss_cls": 0.17441, "acc": 93.63599, "loss_bbox": 0.22674, "loss_mask": 0.22966, "loss": 0.68797, "time": 0.87358}
{"mode": "train", "epoch": 7, "iter": 5850, "lr": 0.0001, "memory": 13582, "data_time": 0.04587, "loss_rpn_cls": 0.02047, "loss_rpn_bbox": 0.04203, "loss_cls": 0.18293, "acc": 93.30981, "loss_bbox": 0.23556, "loss_mask": 0.24056, "loss": 0.72155, "time": 0.82853}
{"mode": "train", "epoch": 7, "iter": 5900, "lr": 0.0001, "memory": 13582, "data_time": 0.03489, "loss_rpn_cls": 0.01975, "loss_rpn_bbox": 0.04433, "loss_cls": 0.1859, "acc": 93.1311, "loss_bbox": 0.24288, "loss_mask": 0.24172, "loss": 0.73458, "time": 0.84567}
{"mode": "train", "epoch": 7, "iter": 5950, "lr": 0.0001, "memory": 13582, "data_time": 0.04087, "loss_rpn_cls": 0.01762, "loss_rpn_bbox": 0.04115, "loss_cls": 0.17351, "acc": 93.66895, "loss_bbox": 0.22525, "loss_mask": 0.23083, "loss": 0.68836, "time": 0.77741}
{"mode": "train", "epoch": 7, "iter": 6000, "lr": 0.0001, "memory": 13582, "data_time": 0.03593, "loss_rpn_cls": 0.01752, "loss_rpn_bbox": 0.04328, "loss_cls": 0.1906, "acc": 92.9707, "loss_bbox": 0.24211, "loss_mask": 0.23489, "loss": 0.7284, "time": 0.78294}
{"mode": "train", "epoch": 7, "iter": 6050, "lr": 0.0001, "memory": 13582, "data_time": 0.0318, "loss_rpn_cls": 0.01797, "loss_rpn_bbox": 0.04008, "loss_cls": 0.18348, "acc": 93.33398, "loss_bbox": 0.23662, "loss_mask": 0.23716, "loss": 0.71531, "time": 0.88926}
{"mode": "train", "epoch": 7, "iter": 6100, "lr": 0.0001, "memory": 13582, "data_time": 0.03294, "loss_rpn_cls": 0.02048, "loss_rpn_bbox": 0.04281, "loss_cls": 0.18344, "acc": 93.20435, "loss_bbox": 0.24041, "loss_mask": 0.24355, "loss": 0.73069, "time": 0.82482}
{"mode": "train", "epoch": 7, "iter": 6150, "lr": 0.0001, "memory": 13582, "data_time": 0.04287, "loss_rpn_cls": 0.01909, "loss_rpn_bbox": 0.03964, "loss_cls": 0.18119, "acc": 93.48486, "loss_bbox": 0.22424, "loss_mask": 0.23194, "loss": 0.69609, "time": 0.77404}
{"mode": "train", "epoch": 7, "iter": 6200, "lr": 0.0001, "memory": 13582, "data_time": 0.04806, "loss_rpn_cls": 0.02048, "loss_rpn_bbox": 0.04288, "loss_cls": 0.18745, "acc": 92.9751, "loss_bbox": 0.24317, "loss_mask": 0.23998, "loss": 0.73397, "time": 0.85409}
{"mode": "train", "epoch": 7, "iter": 6250, "lr": 0.0001, "memory": 13582, "data_time": 0.04484, "loss_rpn_cls": 0.02, "loss_rpn_bbox": 0.04217, "loss_cls": 0.17521, "acc": 93.55859, "loss_bbox": 0.22832, "loss_mask": 0.23789, "loss": 0.70359, "time": 0.78048}
{"mode": "train", "epoch": 7, "iter": 6300, "lr": 0.0001, "memory": 13582, "data_time": 0.04059, "loss_rpn_cls": 0.01808, "loss_rpn_bbox": 0.03922, "loss_cls": 0.1802, "acc": 93.24072, "loss_bbox": 0.23722, "loss_mask": 0.23607, "loss": 0.71079, "time": 0.81852}
{"mode": "train", "epoch": 7, "iter": 6350, "lr": 0.0001, "memory": 13582, "data_time": 0.03365, "loss_rpn_cls": 0.01924, "loss_rpn_bbox": 0.0409, "loss_cls": 0.17308, "acc": 93.60938, "loss_bbox": 0.22592, "loss_mask": 0.23341, "loss": 0.69254, "time": 0.77352}
{"mode": "train", "epoch": 7, "iter": 6400, "lr": 0.0001, "memory": 13582, "data_time": 0.03585, "loss_rpn_cls": 0.01763, "loss_rpn_bbox": 0.04031, "loss_cls": 0.17377, "acc": 93.62207, "loss_bbox": 0.22612, "loss_mask": 0.23649, "loss": 0.69433, "time": 0.87108}
{"mode": "train", "epoch": 7, "iter": 6450, "lr": 0.0001, "memory": 13582, "data_time": 0.03352, "loss_rpn_cls": 0.02051, "loss_rpn_bbox": 0.04267, "loss_cls": 0.18122, "acc": 93.28931, "loss_bbox": 0.23506, "loss_mask": 0.24116, "loss": 0.72062, "time": 0.77324}
{"mode": "train", "epoch": 7, "iter": 6500, "lr": 0.0001, "memory": 13582, "data_time": 0.03563, "loss_rpn_cls": 0.02033, "loss_rpn_bbox": 0.043, "loss_cls": 0.18768, "acc": 93.23364, "loss_bbox": 0.23496, "loss_mask": 0.23841, "loss": 0.72437, "time": 0.82383}
{"mode": "train", "epoch": 7, "iter": 6550, "lr": 0.0001, "memory": 13582, "data_time": 0.04307, "loss_rpn_cls": 0.01892, "loss_rpn_bbox": 0.04, "loss_cls": 0.18143, "acc": 93.33447, "loss_bbox": 0.23159, "loss_mask": 0.23341, "loss": 0.70535, "time": 0.78224}
{"mode": "train", "epoch": 7, "iter": 6600, "lr": 0.0001, "memory": 13582, "data_time": 0.03539, "loss_rpn_cls": 0.02081, "loss_rpn_bbox": 0.0431, "loss_cls": 0.188, "acc": 93.19556, "loss_bbox": 0.23937, "loss_mask": 0.23997, "loss": 0.73126, "time": 0.82198}
{"mode": "train", "epoch": 7, "iter": 6650, "lr": 0.0001, "memory": 13582, "data_time": 0.03569, "loss_rpn_cls": 0.01792, "loss_rpn_bbox": 0.0379, "loss_cls": 0.17626, "acc": 93.42944, "loss_bbox": 0.23112, "loss_mask": 0.23287, "loss": 0.69607, "time": 0.82793}
{"mode": "train", "epoch": 7, "iter": 6700, "lr": 0.0001, "memory": 13582, "data_time": 0.04275, "loss_rpn_cls": 0.01931, "loss_rpn_bbox": 0.042, "loss_cls": 0.18754, "acc": 93.13159, "loss_bbox": 0.23968, "loss_mask": 0.23666, "loss": 0.72519, "time": 0.87465}
{"mode": "train", "epoch": 7, "iter": 6750, "lr": 0.0001, "memory": 13582, "data_time": 0.0309, "loss_rpn_cls": 0.01942, "loss_rpn_bbox": 0.04104, "loss_cls": 0.18191, "acc": 93.4187, "loss_bbox": 0.23591, "loss_mask": 0.2379, "loss": 0.71618, "time": 0.78369}
{"mode": "train", "epoch": 7, "iter": 6800, "lr": 0.0001, "memory": 13582, "data_time": 0.02948, "loss_rpn_cls": 0.01965, "loss_rpn_bbox": 0.04282, "loss_cls": 0.17356, "acc": 93.56909, "loss_bbox": 0.2271, "loss_mask": 0.23571, "loss": 0.69884, "time": 0.76659}
{"mode": "train", "epoch": 7, "iter": 6850, "lr": 0.0001, "memory": 13582, "data_time": 0.03854, "loss_rpn_cls": 0.02083, "loss_rpn_bbox": 0.0432, "loss_cls": 0.17969, "acc": 93.38452, "loss_bbox": 0.23791, "loss_mask": 0.24149, "loss": 0.72311, "time": 0.85196}
{"mode": "train", "epoch": 7, "iter": 6900, "lr": 0.0001, "memory": 13582, "data_time": 0.03975, "loss_rpn_cls": 0.01923, "loss_rpn_bbox": 0.04411, "loss_cls": 0.18971, "acc": 92.88696, "loss_bbox": 0.24949, "loss_mask": 0.23939, "loss": 0.74193, "time": 0.82759}
{"mode": "train", "epoch": 7, "iter": 6950, "lr": 0.0001, "memory": 13582, "data_time": 0.04227, "loss_rpn_cls": 0.01833, "loss_rpn_bbox": 0.03884, "loss_cls": 0.17325, "acc": 93.58691, "loss_bbox": 0.22744, "loss_mask": 0.23324, "loss": 0.6911, "time": 0.77913}
{"mode": "train", "epoch": 7, "iter": 7000, "lr": 0.0001, "memory": 13582, "data_time": 0.03763, "loss_rpn_cls": 0.02027, "loss_rpn_bbox": 0.04321, "loss_cls": 0.18206, "acc": 93.28394, "loss_bbox": 0.23575, "loss_mask": 0.23854, "loss": 0.71985, "time": 0.88414}
{"mode": "train", "epoch": 7, "iter": 7050, "lr": 0.0001, "memory": 13582, "data_time": 0.04422, "loss_rpn_cls": 0.01878, "loss_rpn_bbox": 0.03978, "loss_cls": 0.18084, "acc": 93.24878, "loss_bbox": 0.23278, "loss_mask": 0.23413, "loss": 0.70632, "time": 0.78318}
{"mode": "train", "epoch": 7, "iter": 7100, "lr": 0.0001, "memory": 13582, "data_time": 0.03955, "loss_rpn_cls": 0.01837, "loss_rpn_bbox": 0.04079, "loss_cls": 0.17653, "acc": 93.61157, "loss_bbox": 0.22925, "loss_mask": 0.24001, "loss": 0.70495, "time": 0.77618}
{"mode": "train", "epoch": 7, "iter": 7150, "lr": 0.0001, "memory": 13582, "data_time": 0.03851, "loss_rpn_cls": 0.01969, "loss_rpn_bbox": 0.04208, "loss_cls": 0.17882, "acc": 93.43237, "loss_bbox": 0.22971, "loss_mask": 0.237, "loss": 0.70731, "time": 0.78385}
{"mode": "train", "epoch": 7, "iter": 7200, "lr": 0.0001, "memory": 13582, "data_time": 0.04194, "loss_rpn_cls": 0.01958, "loss_rpn_bbox": 0.04107, "loss_cls": 0.1791, "acc": 93.34546, "loss_bbox": 0.23654, "loss_mask": 0.23818, "loss": 0.71447, "time": 0.85706}
{"mode": "train", "epoch": 7, "iter": 7250, "lr": 0.0001, "memory": 13582, "data_time": 0.03679, "loss_rpn_cls": 0.01977, "loss_rpn_bbox": 0.04134, "loss_cls": 0.17818, "acc": 93.4519, "loss_bbox": 0.23071, "loss_mask": 0.23171, "loss": 0.70171, "time": 0.77475}
{"mode": "train", "epoch": 7, "iter": 7300, "lr": 0.0001, "memory": 13582, "data_time": 0.02938, "loss_rpn_cls": 0.01854, "loss_rpn_bbox": 0.04011, "loss_cls": 0.17716, "acc": 93.48022, "loss_bbox": 0.22878, "loss_mask": 0.23329, "loss": 0.69787, "time": 0.87654}
{"mode": "val", "epoch": 7, "iter": 625, "lr": 0.0001, "bbox_mAP": 0.446, "bbox_mAP_50": 0.685, "bbox_mAP_75": 0.483, "bbox_mAP_s": 0.26, "bbox_mAP_m": 0.483, "bbox_mAP_l": 0.623, "bbox_mAP_copypaste": "0.446 0.685 0.483 0.260 0.483 0.623", "segm_mAP": 0.399, "segm_mAP_50": 0.648, "segm_mAP_75": 0.422, "segm_mAP_s": 0.179, "segm_mAP_m": 0.43, "segm_mAP_l": 0.63, "segm_mAP_copypaste": "0.399 0.648 0.422 0.179 0.430 0.630"}
{"mode": "train", "epoch": 8, "iter": 50, "lr": 0.0001, "memory": 13582, "data_time": 0.10177, "loss_rpn_cls": 0.01718, "loss_rpn_bbox": 0.04211, "loss_cls": 0.17214, "acc": 93.56592, "loss_bbox": 0.22583, "loss_mask": 0.23015, "loss": 0.68741, "time": 0.91535}
{"mode": "train", "epoch": 8, "iter": 100, "lr": 0.0001, "memory": 13582, "data_time": 0.03667, "loss_rpn_cls": 0.01869, "loss_rpn_bbox": 0.04257, "loss_cls": 0.16847, "acc": 93.79004, "loss_bbox": 0.22178, "loss_mask": 0.22925, "loss": 0.68077, "time": 0.82208}
{"mode": "train", "epoch": 8, "iter": 150, "lr": 0.0001, "memory": 13582, "data_time": 0.03367, "loss_rpn_cls": 0.01747, "loss_rpn_bbox": 0.03905, "loss_cls": 0.16996, "acc": 93.63257, "loss_bbox": 0.22462, "loss_mask": 0.23196, "loss": 0.68306, "time": 0.76803}
{"mode": "train", "epoch": 8, "iter": 200, "lr": 0.0001, "memory": 13582, "data_time": 0.03657, "loss_rpn_cls": 0.01703, "loss_rpn_bbox": 0.03971, "loss_cls": 0.16797, "acc": 93.75098, "loss_bbox": 0.22477, "loss_mask": 0.22788, "loss": 0.67735, "time": 0.81549}
{"mode": "train", "epoch": 8, "iter": 250, "lr": 0.0001, "memory": 13582, "data_time": 0.0417, "loss_rpn_cls": 0.01716, "loss_rpn_bbox": 0.04142, "loss_cls": 0.17183, "acc": 93.59351, "loss_bbox": 0.23265, "loss_mask": 0.23477, "loss": 0.69783, "time": 0.82941}
{"mode": "train", "epoch": 8, "iter": 300, "lr": 0.0001, "memory": 13582, "data_time": 0.0387, "loss_rpn_cls": 0.01764, "loss_rpn_bbox": 0.04197, "loss_cls": 0.18405, "acc": 93.12524, "loss_bbox": 0.23706, "loss_mask": 0.22983, "loss": 0.71054, "time": 0.77013}
{"mode": "train", "epoch": 8, "iter": 350, "lr": 0.0001, "memory": 13582, "data_time": 0.03507, "loss_rpn_cls": 0.01657, "loss_rpn_bbox": 0.04012, "loss_cls": 0.16843, "acc": 93.63672, "loss_bbox": 0.21958, "loss_mask": 0.23, "loss": 0.67471, "time": 0.76979}
{"mode": "train", "epoch": 8, "iter": 400, "lr": 0.0001, "memory": 13582, "data_time": 0.04115, "loss_rpn_cls": 0.01795, "loss_rpn_bbox": 0.04203, "loss_cls": 0.18102, "acc": 93.22437, "loss_bbox": 0.2359, "loss_mask": 0.2343, "loss": 0.71121, "time": 0.7756}
{"mode": "train", "epoch": 8, "iter": 450, "lr": 0.0001, "memory": 13582, "data_time": 0.03284, "loss_rpn_cls": 0.01588, "loss_rpn_bbox": 0.0407, "loss_cls": 0.1718, "acc": 93.6084, "loss_bbox": 0.22774, "loss_mask": 0.22968, "loss": 0.68581, "time": 0.77395}
{"mode": "train", "epoch": 8, "iter": 500, "lr": 0.0001, "memory": 13582, "data_time": 0.03446, "loss_rpn_cls": 0.01782, "loss_rpn_bbox": 0.0438, "loss_cls": 0.17576, "acc": 93.46509, "loss_bbox": 0.23142, "loss_mask": 0.23282, "loss": 0.70163, "time": 0.77881}
{"mode": "train", "epoch": 8, "iter": 550, "lr": 0.0001, "memory": 13582, "data_time": 0.03315, "loss_rpn_cls": 0.01641, "loss_rpn_bbox": 0.03824, "loss_cls": 0.16736, "acc": 93.7124, "loss_bbox": 0.22968, "loss_mask": 0.23078, "loss": 0.68247, "time": 0.77679}
{"mode": "train", "epoch": 8, "iter": 600, "lr": 0.0001, "memory": 13582, "data_time": 0.03261, "loss_rpn_cls": 0.01874, "loss_rpn_bbox": 0.04252, "loss_cls": 0.17647, "acc": 93.33936, "loss_bbox": 0.23467, "loss_mask": 0.23642, "loss": 0.70883, "time": 0.91531}
{"mode": "train", "epoch": 8, "iter": 650, "lr": 0.0001, "memory": 13582, "data_time": 0.03797, "loss_rpn_cls": 0.01899, "loss_rpn_bbox": 0.04177, "loss_cls": 0.17492, "acc": 93.48608, "loss_bbox": 0.23117, "loss_mask": 0.22961, "loss": 0.69645, "time": 0.77436}
{"mode": "train", "epoch": 8, "iter": 700, "lr": 0.0001, "memory": 13582, "data_time": 0.03289, "loss_rpn_cls": 0.01654, "loss_rpn_bbox": 0.03898, "loss_cls": 0.16702, "acc": 93.75464, "loss_bbox": 0.22736, "loss_mask": 0.23085, "loss": 0.68075, "time": 0.82069}
{"mode": "train", "epoch": 8, "iter": 750, "lr": 0.0001, "memory": 13582, "data_time": 0.03847, "loss_rpn_cls": 0.01821, "loss_rpn_bbox": 0.04106, "loss_cls": 0.18063, "acc": 93.28003, "loss_bbox": 0.23696, "loss_mask": 0.23686, "loss": 0.71373, "time": 0.86485}
{"mode": "train", "epoch": 8, "iter": 800, "lr": 0.0001, "memory": 13582, "data_time": 0.03354, "loss_rpn_cls": 0.0169, "loss_rpn_bbox": 0.04191, "loss_cls": 0.16555, "acc": 93.76465, "loss_bbox": 0.22431, "loss_mask": 0.2314, "loss": 0.68008, "time": 0.88536}
{"mode": "train", "epoch": 8, "iter": 850, "lr": 0.0001, "memory": 13582, "data_time": 0.03466, "loss_rpn_cls": 0.01703, "loss_rpn_bbox": 0.03806, "loss_cls": 0.17051, "acc": 93.67041, "loss_bbox": 0.22422, "loss_mask": 0.22816, "loss": 0.67798, "time": 0.77322}
{"mode": "train", "epoch": 8, "iter": 900, "lr": 0.0001, "memory": 13582, "data_time": 0.03332, "loss_rpn_cls": 0.01578, "loss_rpn_bbox": 0.03781, "loss_cls": 0.16771, "acc": 93.66187, "loss_bbox": 0.22519, "loss_mask": 0.22669, "loss": 0.6732, "time": 0.76546}
{"mode": "train", "epoch": 8, "iter": 950, "lr": 0.0001, "memory": 13582, "data_time": 0.03614, "loss_rpn_cls": 0.01792, "loss_rpn_bbox": 0.04054, "loss_cls": 0.17242, "acc": 93.56396, "loss_bbox": 0.22974, "loss_mask": 0.23264, "loss": 0.69325, "time": 0.77538}
{"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.0001, "memory": 13582, "data_time": 0.0309, "loss_rpn_cls": 0.01809, "loss_rpn_bbox": 0.03923, "loss_cls": 0.16567, "acc": 93.8418, "loss_bbox": 0.22132, "loss_mask": 0.22978, "loss": 0.67409, "time": 0.76831}
{"mode": "train", "epoch": 8, "iter": 1050, "lr": 0.0001, "memory": 13582, "data_time": 0.04549, "loss_rpn_cls": 0.01634, "loss_rpn_bbox": 0.03945, "loss_cls": 0.1653, "acc": 93.91577, "loss_bbox": 0.21578, "loss_mask": 0.22722, "loss": 0.66409, "time": 0.78065}
{"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.0001, "memory": 13582, "data_time": 0.03239, "loss_rpn_cls": 0.01675, "loss_rpn_bbox": 0.04103, "loss_cls": 0.17183, "acc": 93.63916, "loss_bbox": 0.22818, "loss_mask": 0.23148, "loss": 0.68927, "time": 0.77659}
{"mode": "train", "epoch": 8, "iter": 1150, "lr": 0.0001, "memory": 13582, "data_time": 0.03931, "loss_rpn_cls": 0.01775, "loss_rpn_bbox": 0.04264, "loss_cls": 0.17655, "acc": 93.47852, "loss_bbox": 0.23176, "loss_mask": 0.22963, "loss": 0.69834, "time": 0.7777}
{"mode": "train", "epoch": 8, "iter": 1200, "lr": 0.0001, "memory": 13582, "data_time": 0.03347, "loss_rpn_cls": 0.01681, "loss_rpn_bbox": 0.03983, "loss_cls": 0.1685, "acc": 93.66968, "loss_bbox": 0.23057, "loss_mask": 0.23204, "loss": 0.68775, "time": 0.86405}
{"mode": "train", "epoch": 8, "iter": 1250, "lr": 0.0001, "memory": 13582, "data_time": 0.04754, "loss_rpn_cls": 0.01747, "loss_rpn_bbox": 0.04436, "loss_cls": 0.18273, "acc": 93.16309, "loss_bbox": 0.2404, "loss_mask": 0.23851, "loss": 0.72347, "time": 0.97611}
{"mode": "train", "epoch": 8, "iter": 1300, "lr": 0.0001, "memory": 13582, "data_time": 0.02587, "loss_rpn_cls": 0.01667, "loss_rpn_bbox": 0.04013, "loss_cls": 0.1738, "acc": 93.60693, "loss_bbox": 0.22504, "loss_mask": 0.23022, "loss": 0.68585, "time": 0.81897}
{"mode": "train", "epoch": 8, "iter": 1350, "lr": 0.0001, "memory": 13582, "data_time": 0.04531, "loss_rpn_cls": 0.01913, "loss_rpn_bbox": 0.03951, "loss_cls": 0.17156, "acc": 93.50879, "loss_bbox": 0.22845, "loss_mask": 0.23065, "loss": 0.68931, "time": 0.83885}
{"mode": "train", "epoch": 8, "iter": 1400, "lr": 0.0001, "memory": 13582, "data_time": 0.03377, "loss_rpn_cls": 0.01635, "loss_rpn_bbox": 0.03895, "loss_cls": 0.17659, "acc": 93.31445, "loss_bbox": 0.22953, "loss_mask": 0.23518, "loss": 0.6966, "time": 0.78439}
{"mode": "train", "epoch": 8, "iter": 1450, "lr": 0.0001, "memory": 13582, "data_time": 0.02801, "loss_rpn_cls": 0.01716, "loss_rpn_bbox": 0.04166, "loss_cls": 0.17349, "acc": 93.54834, "loss_bbox": 0.2286, "loss_mask": 0.23721, "loss": 0.69812, "time": 0.82122}
{"mode": "train", "epoch": 8, "iter": 1500, "lr": 0.0001, "memory": 13582, "data_time": 0.02838, "loss_rpn_cls": 0.0188, "loss_rpn_bbox": 0.04248, "loss_cls": 0.17925, "acc": 93.30688, "loss_bbox": 0.23657, "loss_mask": 0.23614, "loss": 0.71323, "time": 0.77148}
{"mode": "train", "epoch": 8, "iter": 1550, "lr": 0.0001, "memory": 13582, "data_time": 0.02979, "loss_rpn_cls": 0.01605, "loss_rpn_bbox": 0.0378, "loss_cls": 0.16011, "acc": 93.9917, "loss_bbox": 0.21826, "loss_mask": 0.22334, "loss": 0.65556, "time": 0.7784}
{"mode": "train", "epoch": 8, "iter": 1600, "lr": 0.0001, "memory": 13582, "data_time": 0.03064, "loss_rpn_cls": 0.01788, "loss_rpn_bbox": 0.0421, "loss_cls": 0.17292, "acc": 93.55908, "loss_bbox": 0.22832, "loss_mask": 0.23454, "loss": 0.69576, "time": 0.77151}
{"mode": "train", "epoch": 8, "iter": 1650, "lr": 0.0001, "memory": 13582, "data_time": 0.02912, "loss_rpn_cls": 0.01869, "loss_rpn_bbox": 0.04144, "loss_cls": 0.16544, "acc": 93.8186, "loss_bbox": 0.22422, "loss_mask": 0.23093, "loss": 0.68071, "time": 0.78418}
{"mode": "train", "epoch": 8, "iter": 1700, "lr": 0.0001, "memory": 13582, "data_time": 0.0334, "loss_rpn_cls": 0.01843, "loss_rpn_bbox": 0.04237, "loss_cls": 0.16786, "acc": 93.72998, "loss_bbox": 0.22269, "loss_mask": 0.23052, "loss": 0.68187, "time": 0.77496}
{"mode": "train", "epoch": 8, "iter": 1750, "lr": 0.0001, "memory": 13582, "data_time": 0.02589, "loss_rpn_cls": 0.01587, "loss_rpn_bbox": 0.03664, "loss_cls": 0.16176, "acc": 94.05029, "loss_bbox": 0.21675, "loss_mask": 0.22302, "loss": 0.65404, "time": 0.81044}
{"mode": "train", "epoch": 8, "iter": 1800, "lr": 0.0001, "memory": 13582, "data_time": 0.02379, "loss_rpn_cls": 0.01765, "loss_rpn_bbox": 0.03981, "loss_cls": 0.17416, "acc": 93.42358, "loss_bbox": 0.23258, "loss_mask": 0.22956, "loss": 0.69376, "time": 0.82216}
{"mode": "train", "epoch": 8, "iter": 1850, "lr": 0.0001, "memory": 13582, "data_time": 0.03707, "loss_rpn_cls": 0.0189, "loss_rpn_bbox": 0.0425, "loss_cls": 0.17784, "acc": 93.42725, "loss_bbox": 0.2312, "loss_mask": 0.23576, "loss": 0.7062, "time": 0.90945}
{"mode": "train", "epoch": 8, "iter": 1900, "lr": 0.0001, "memory": 13582, "data_time": 0.03583, "loss_rpn_cls": 0.01862, "loss_rpn_bbox": 0.04128, "loss_cls": 0.17625, "acc": 93.35718, "loss_bbox": 0.23081, "loss_mask": 0.23806, "loss": 0.70502, "time": 0.82267}
{"mode": "train", "epoch": 8, "iter": 1950, "lr": 0.0001, "memory": 13582, "data_time": 0.02951, "loss_rpn_cls": 0.01595, "loss_rpn_bbox": 0.03966, "loss_cls": 0.16807, "acc": 93.7168, "loss_bbox": 0.21966, "loss_mask": 0.23037, "loss": 0.6737, "time": 0.8446}
{"mode": "train", "epoch": 8, "iter": 2000, "lr": 0.0001, "memory": 13582, "data_time": 0.03369, "loss_rpn_cls": 0.01824, "loss_rpn_bbox": 0.04002, "loss_cls": 0.17381, "acc": 93.56689, "loss_bbox": 0.22711, "loss_mask": 0.23622, "loss": 0.69539, "time": 0.77718}
{"mode": "train", "epoch": 8, "iter": 2050, "lr": 0.0001, "memory": 13582, "data_time": 0.03038, "loss_rpn_cls": 0.01942, "loss_rpn_bbox": 0.04288, "loss_cls": 0.17953, "acc": 93.33105, "loss_bbox": 0.23488, "loss_mask": 0.23372, "loss": 0.71044, "time": 0.81439}
{"mode": "train", "epoch": 8, "iter": 2100, "lr": 0.0001, "memory": 13582, "data_time": 0.0324, "loss_rpn_cls": 0.01643, "loss_rpn_bbox": 0.04072, "loss_cls": 0.16896, "acc": 93.70142, "loss_bbox": 0.22328, "loss_mask": 0.22894, "loss": 0.67834, "time": 0.77695}
{"mode": "train", "epoch": 8, "iter": 2150, "lr": 0.0001, "memory": 13582, "data_time": 0.0325, "loss_rpn_cls": 0.01694, "loss_rpn_bbox": 0.03993, "loss_cls": 0.18198, "acc": 93.21338, "loss_bbox": 0.23672, "loss_mask": 0.23285, "loss": 0.70841, "time": 0.77415}
{"mode": "train", "epoch": 8, "iter": 2200, "lr": 0.0001, "memory": 13582, "data_time": 0.02585, "loss_rpn_cls": 0.01769, "loss_rpn_bbox": 0.03993, "loss_cls": 0.17327, "acc": 93.57739, "loss_bbox": 0.23032, "loss_mask": 0.23663, "loss": 0.69783, "time": 0.77637}
{"mode": "train", "epoch": 8, "iter": 2250, "lr": 0.0001, "memory": 13582, "data_time": 0.03122, "loss_rpn_cls": 0.01658, "loss_rpn_bbox": 0.03877, "loss_cls": 0.17291, "acc": 93.63159, "loss_bbox": 0.22531, "loss_mask": 0.23078, "loss": 0.68435, "time": 0.77351}
{"mode": "train", "epoch": 8, "iter": 2300, "lr": 0.0001, "memory": 13582, "data_time": 0.03808, "loss_rpn_cls": 0.01715, "loss_rpn_bbox": 0.03964, "loss_cls": 0.17448, "acc": 93.54639, "loss_bbox": 0.22824, "loss_mask": 0.23189, "loss": 0.6914, "time": 0.81524}
{"mode": "train", "epoch": 8, "iter": 2350, "lr": 0.0001, "memory": 13582, "data_time": 0.03102, "loss_rpn_cls": 0.01635, "loss_rpn_bbox": 0.03803, "loss_cls": 0.16213, "acc": 93.96777, "loss_bbox": 0.20812, "loss_mask": 0.22117, "loss": 0.6458, "time": 0.81315}
{"mode": "train", "epoch": 8, "iter": 2400, "lr": 0.0001, "memory": 13582, "data_time": 0.03285, "loss_rpn_cls": 0.01524, "loss_rpn_bbox": 0.03805, "loss_cls": 0.16184, "acc": 93.91113, "loss_bbox": 0.21965, "loss_mask": 0.22677, "loss": 0.66155, "time": 0.77284}
{"mode": "train", "epoch": 8, "iter": 2450, "lr": 0.0001, "memory": 13582, "data_time": 0.03608, "loss_rpn_cls": 0.01719, "loss_rpn_bbox": 0.03791, "loss_cls": 0.17033, "acc": 93.69531, "loss_bbox": 0.22067, "loss_mask": 0.22716, "loss": 0.67326, "time": 0.95535}
{"mode": "train", "epoch": 8, "iter": 2500, "lr": 0.0001, "memory": 13582, "data_time": 0.02953, "loss_rpn_cls": 0.0182, "loss_rpn_bbox": 0.04154, "loss_cls": 0.17852, "acc": 93.42749, "loss_bbox": 0.22856, "loss_mask": 0.23317, "loss": 0.7, "time": 0.83541}
{"mode": "train", "epoch": 8, "iter": 2550, "lr": 0.0001, "memory": 13582, "data_time": 0.03028, "loss_rpn_cls": 0.01803, "loss_rpn_bbox": 0.03814, "loss_cls": 0.17062, "acc": 93.75928, "loss_bbox": 0.22418, "loss_mask": 0.22883, "loss": 0.6798, "time": 0.77977}
{"mode": "train", "epoch": 8, "iter": 2600, "lr": 0.0001, "memory": 13582, "data_time": 0.03332, "loss_rpn_cls": 0.01816, "loss_rpn_bbox": 0.04003, "loss_cls": 0.17009, "acc": 93.61865, "loss_bbox": 0.23075, "loss_mask": 0.22623, "loss": 0.68526, "time": 0.77374}
{"mode": "train", "epoch": 8, "iter": 2650, "lr": 0.0001, "memory": 13582, "data_time": 0.02569, "loss_rpn_cls": 0.01931, "loss_rpn_bbox": 0.04074, "loss_cls": 0.17252, "acc": 93.63306, "loss_bbox": 0.22535, "loss_mask": 0.22953, "loss": 0.68745, "time": 0.82897}
{"mode": "train", "epoch": 8, "iter": 2700, "lr": 0.0001, "memory": 13582, "data_time": 0.02869, "loss_rpn_cls": 0.01638, "loss_rpn_bbox": 0.04054, "loss_cls": 0.17102, "acc": 93.55371, "loss_bbox": 0.23093, "loss_mask": 0.23486, "loss": 0.69373, "time": 0.77054}
{"mode": "train", "epoch": 8, "iter": 2750, "lr": 0.0001, "memory": 13582, "data_time": 0.04649, "loss_rpn_cls": 0.01885, "loss_rpn_bbox": 0.03901, "loss_cls": 0.17451, "acc": 93.49609, "loss_bbox": 0.22296, "loss_mask": 0.22609, "loss": 0.68142, "time": 0.78062}
{"mode": "train", "epoch": 8, "iter": 2800, "lr": 0.0001, "memory": 13582, "data_time": 0.03037, "loss_rpn_cls": 0.01743, "loss_rpn_bbox": 0.04131, "loss_cls": 0.17519, "acc": 93.49414, "loss_bbox": 0.22863, "loss_mask": 0.23089, "loss": 0.69345, "time": 0.82248}
{"mode": "train", "epoch": 8, "iter": 2850, "lr": 0.0001, "memory": 13582, "data_time": 0.04072, "loss_rpn_cls": 0.01777, "loss_rpn_bbox": 0.04115, "loss_cls": 0.17252, "acc": 93.5564, "loss_bbox": 0.22511, "loss_mask": 0.22983, "loss": 0.68639, "time": 0.77577}
{"mode": "train", "epoch": 8, "iter": 2900, "lr": 0.0001, "memory": 13582, "data_time": 0.03229, "loss_rpn_cls": 0.01745, "loss_rpn_bbox": 0.03995, "loss_cls": 0.17144, "acc": 93.49048, "loss_bbox": 0.22961, "loss_mask": 0.23022, "loss": 0.68867, "time": 0.81663}
{"mode": "train", "epoch": 8, "iter": 2950, "lr": 0.0001, "memory": 13582, "data_time": 0.03351, "loss_rpn_cls": 0.01722, "loss_rpn_bbox": 0.04172, "loss_cls": 0.17457, "acc": 93.48047, "loss_bbox": 0.23038, "loss_mask": 0.23045, "loss": 0.69435, "time": 0.81943}
{"mode": "train", "epoch": 8, "iter": 3000, "lr": 0.0001, "memory": 13582, "data_time": 0.04024, "loss_rpn_cls": 0.01658, "loss_rpn_bbox": 0.03975, "loss_cls": 0.16673, "acc": 93.68457, "loss_bbox": 0.22482, "loss_mask": 0.23266, "loss": 0.68054, "time": 0.82019}
{"mode": "train", "epoch": 8, "iter": 3050, "lr": 0.0001, "memory": 13582, "data_time": 0.02983, "loss_rpn_cls": 0.01741, "loss_rpn_bbox": 0.04115, "loss_cls": 0.17452, "acc": 93.61719, "loss_bbox": 0.22811, "loss_mask": 0.22847, "loss": 0.68966, "time": 0.86007}
{"mode": "train", "epoch": 8, "iter": 3100, "lr": 0.0001, "memory": 13582, "data_time": 0.02912, "loss_rpn_cls": 0.01702, "loss_rpn_bbox": 0.03956, "loss_cls": 0.17715, "acc": 93.51196, "loss_bbox": 0.22854, "loss_mask": 0.22965, "loss": 0.69192, "time": 0.85363}
{"mode": "train", "epoch": 8, "iter": 3150, "lr": 0.0001, "memory": 13582, "data_time": 0.03105, "loss_rpn_cls": 0.01844, "loss_rpn_bbox": 0.04308, "loss_cls": 0.17767, "acc": 93.38062, "loss_bbox": 0.23658, "loss_mask": 0.23349, "loss": 0.70925, "time": 0.78324}
{"mode": "train", "epoch": 8, "iter": 3200, "lr": 0.0001, "memory": 13582, "data_time": 0.03312, "loss_rpn_cls": 0.01869, "loss_rpn_bbox": 0.04011, "loss_cls": 0.1772, "acc": 93.37695, "loss_bbox": 0.235, "loss_mask": 0.23453, "loss": 0.70552, "time": 0.77825}
{"mode": "train", "epoch": 8, "iter": 3250, "lr": 0.0001, "memory": 13582, "data_time": 0.03347, "loss_rpn_cls": 0.01782, "loss_rpn_bbox": 0.03917, "loss_cls": 0.17737, "acc": 93.52832, "loss_bbox": 0.22882, "loss_mask": 0.23232, "loss": 0.6955, "time": 0.81561}
{"mode": "train", "epoch": 8, "iter": 3300, "lr": 0.0001, "memory": 13582, "data_time": 0.02976, "loss_rpn_cls": 0.019, "loss_rpn_bbox": 0.0398, "loss_cls": 0.17509, "acc": 93.49341, "loss_bbox": 0.22516, "loss_mask": 0.22772, "loss": 0.68677, "time": 0.7776}
{"mode": "train", "epoch": 8, "iter": 3350, "lr": 0.0001, "memory": 13582, "data_time": 0.03422, "loss_rpn_cls": 0.01928, "loss_rpn_bbox": 0.04158, "loss_cls": 0.175, "acc": 93.42114, "loss_bbox": 0.23149, "loss_mask": 0.22928, "loss": 0.69664, "time": 0.77009}
{"mode": "train", "epoch": 8, "iter": 3400, "lr": 0.0001, "memory": 13582, "data_time": 0.04101, "loss_rpn_cls": 0.01936, "loss_rpn_bbox": 0.04317, "loss_cls": 0.17342, "acc": 93.53052, "loss_bbox": 0.22632, "loss_mask": 0.23469, "loss": 0.69696, "time": 0.82183}
{"mode": "train", "epoch": 8, "iter": 3450, "lr": 0.0001, "memory": 13582, "data_time": 0.04156, "loss_rpn_cls": 0.01759, "loss_rpn_bbox": 0.0406, "loss_cls": 0.17428, "acc": 93.44019, "loss_bbox": 0.23005, "loss_mask": 0.23278, "loss": 0.6953, "time": 0.77788}
{"mode": "train", "epoch": 8, "iter": 3500, "lr": 0.0001, "memory": 13582, "data_time": 0.03982, "loss_rpn_cls": 0.0184, "loss_rpn_bbox": 0.03906, "loss_cls": 0.1753, "acc": 93.59375, "loss_bbox": 0.2221, "loss_mask": 0.22992, "loss": 0.68478, "time": 0.86678}
{"mode": "train", "epoch": 8, "iter": 3550, "lr": 0.0001, "memory": 13582, "data_time": 0.0399, "loss_rpn_cls": 0.01898, "loss_rpn_bbox": 0.0411, "loss_cls": 0.17184, "acc": 93.63354, "loss_bbox": 0.22227, "loss_mask": 0.2305, "loss": 0.68469, "time": 0.8258}
{"mode": "train", "epoch": 8, "iter": 3600, "lr": 0.0001, "memory": 13582, "data_time": 0.03164, "loss_rpn_cls": 0.0174, "loss_rpn_bbox": 0.04143, "loss_cls": 0.17979, "acc": 93.31787, "loss_bbox": 0.23372, "loss_mask": 0.23293, "loss": 0.70527, "time": 0.82283}
{"mode": "train", "epoch": 8, "iter": 3650, "lr": 0.0001, "memory": 13582, "data_time": 0.03398, "loss_rpn_cls": 0.01782, "loss_rpn_bbox": 0.04099, "loss_cls": 0.17373, "acc": 93.55249, "loss_bbox": 0.22884, "loss_mask": 0.23344, "loss": 0.69482, "time": 0.86084}
{"mode": "train", "epoch": 8, "iter": 3700, "lr": 0.0001, "memory": 13582, "data_time": 0.02898, "loss_rpn_cls": 0.01713, "loss_rpn_bbox": 0.04071, "loss_cls": 0.17523, "acc": 93.44238, "loss_bbox": 0.22902, "loss_mask": 0.23816, "loss": 0.70025, "time": 0.78264}
{"mode": "train", "epoch": 8, "iter": 3750, "lr": 0.0001, "memory": 13582, "data_time": 0.02829, "loss_rpn_cls": 0.01791, "loss_rpn_bbox": 0.04009, "loss_cls": 0.16963, "acc": 93.70776, "loss_bbox": 0.22245, "loss_mask": 0.22846, "loss": 0.67853, "time": 0.77798}
{"mode": "train", "epoch": 8, "iter": 3800, "lr": 0.0001, "memory": 13582, "data_time": 0.03514, "loss_rpn_cls": 0.01788, "loss_rpn_bbox": 0.04241, "loss_cls": 0.1821, "acc": 93.33569, "loss_bbox": 0.23465, "loss_mask": 0.23542, "loss": 0.71246, "time": 0.77316}
{"mode": "train", "epoch": 8, "iter": 3850, "lr": 0.0001, "memory": 13582, "data_time": 0.0343, "loss_rpn_cls": 0.01745, "loss_rpn_bbox": 0.04067, "loss_cls": 0.17015, "acc": 93.76392, "loss_bbox": 0.22352, "loss_mask": 0.2294, "loss": 0.68118, "time": 0.78019}
{"mode": "train", "epoch": 8, "iter": 3900, "lr": 0.0001, "memory": 13582, "data_time": 0.03086, "loss_rpn_cls": 0.01572, "loss_rpn_bbox": 0.03865, "loss_cls": 0.16278, "acc": 94.04224, "loss_bbox": 0.21462, "loss_mask": 0.2271, "loss": 0.65887, "time": 0.81543}
{"mode": "train", "epoch": 8, "iter": 3950, "lr": 0.0001, "memory": 13582, "data_time": 0.04174, "loss_rpn_cls": 0.01662, "loss_rpn_bbox": 0.03878, "loss_cls": 0.17374, "acc": 93.55933, "loss_bbox": 0.22639, "loss_mask": 0.23292, "loss": 0.68846, "time": 0.7751}
{"mode": "train", "epoch": 8, "iter": 4000, "lr": 0.0001, "memory": 13582, "data_time": 0.04023, "loss_rpn_cls": 0.01817, "loss_rpn_bbox": 0.03901, "loss_cls": 0.17132, "acc": 93.55737, "loss_bbox": 0.2287, "loss_mask": 0.23136, "loss": 0.68856, "time": 0.77226}
{"mode": "train", "epoch": 8, "iter": 4050, "lr": 0.0001, "memory": 13582, "data_time": 0.03691, "loss_rpn_cls": 0.01799, "loss_rpn_bbox": 0.04203, "loss_cls": 0.17052, "acc": 93.63574, "loss_bbox": 0.22352, "loss_mask": 0.22865, "loss": 0.68271, "time": 0.82471}
{"mode": "train", "epoch": 8, "iter": 4100, "lr": 0.0001, "memory": 13582, "data_time": 0.0292, "loss_rpn_cls": 0.01691, "loss_rpn_bbox": 0.03963, "loss_cls": 0.16412, "acc": 93.82715, "loss_bbox": 0.22086, "loss_mask": 0.23299, "loss": 0.67451, "time": 0.95408}
{"mode": "train", "epoch": 8, "iter": 4150, "lr": 0.0001, "memory": 13582, "data_time": 0.02773, "loss_rpn_cls": 0.01735, "loss_rpn_bbox": 0.03762, "loss_cls": 0.16914, "acc": 93.78418, "loss_bbox": 0.22335, "loss_mask": 0.22897, "loss": 0.67644, "time": 0.82344}
{"mode": "train", "epoch": 8, "iter": 4200, "lr": 0.0001, "memory": 13582, "data_time": 0.03642, "loss_rpn_cls": 0.01973, "loss_rpn_bbox": 0.04028, "loss_cls": 0.17339, "acc": 93.58301, "loss_bbox": 0.22745, "loss_mask": 0.23141, "loss": 0.69225, "time": 0.77136}
{"mode": "train", "epoch": 8, "iter": 4250, "lr": 0.0001, "memory": 13582, "data_time": 0.03308, "loss_rpn_cls": 0.01826, "loss_rpn_bbox": 0.04083, "loss_cls": 0.16934, "acc": 93.63428, "loss_bbox": 0.22417, "loss_mask": 0.23136, "loss": 0.68396, "time": 0.77569}
{"mode": "train", "epoch": 8, "iter": 4300, "lr": 0.0001, "memory": 13582, "data_time": 0.0283, "loss_rpn_cls": 0.01769, "loss_rpn_bbox": 0.03947, "loss_cls": 0.16909, "acc": 93.6897, "loss_bbox": 0.22304, "loss_mask": 0.23551, "loss": 0.6848, "time": 0.81303}
{"mode": "train", "epoch": 8, "iter": 4350, "lr": 0.0001, "memory": 13582, "data_time": 0.03087, "loss_rpn_cls": 0.01836, "loss_rpn_bbox": 0.04177, "loss_cls": 0.17964, "acc": 93.38379, "loss_bbox": 0.23711, "loss_mask": 0.23931, "loss": 0.7162, "time": 0.77803}
{"mode": "train", "epoch": 8, "iter": 4400, "lr": 0.0001, "memory": 13582, "data_time": 0.0404, "loss_rpn_cls": 0.0202, "loss_rpn_bbox": 0.04142, "loss_cls": 0.17693, "acc": 93.40063, "loss_bbox": 0.23346, "loss_mask": 0.23846, "loss": 0.71047, "time": 0.7778}
{"mode": "train", "epoch": 8, "iter": 4450, "lr": 0.0001, "memory": 13582, "data_time": 0.02742, "loss_rpn_cls": 0.01741, "loss_rpn_bbox": 0.04064, "loss_cls": 0.17018, "acc": 93.78491, "loss_bbox": 0.21981, "loss_mask": 0.22674, "loss": 0.67478, "time": 0.77831}
{"mode": "train", "epoch": 8, "iter": 4500, "lr": 0.0001, "memory": 13582, "data_time": 0.02817, "loss_rpn_cls": 0.01785, "loss_rpn_bbox": 0.03993, "loss_cls": 0.17063, "acc": 93.61792, "loss_bbox": 0.22522, "loss_mask": 0.22976, "loss": 0.68339, "time": 0.82513}
{"mode": "train", "epoch": 8, "iter": 4550, "lr": 0.0001, "memory": 13582, "data_time": 0.03854, "loss_rpn_cls": 0.01953, "loss_rpn_bbox": 0.04019, "loss_cls": 0.17569, "acc": 93.46777, "loss_bbox": 0.22985, "loss_mask": 0.22961, "loss": 0.69487, "time": 0.77655}
{"mode": "train", "epoch": 8, "iter": 4600, "lr": 0.0001, "memory": 13582, "data_time": 0.02986, "loss_rpn_cls": 0.01699, "loss_rpn_bbox": 0.03923, "loss_cls": 0.1653, "acc": 93.89941, "loss_bbox": 0.21706, "loss_mask": 0.22504, "loss": 0.66362, "time": 0.78067}
{"mode": "train", "epoch": 8, "iter": 4650, "lr": 0.0001, "memory": 13582, "data_time": 0.04116, "loss_rpn_cls": 0.01839, "loss_rpn_bbox": 0.04094, "loss_cls": 0.18031, "acc": 93.29517, "loss_bbox": 0.23516, "loss_mask": 0.235, "loss": 0.70981, "time": 0.9124}
{"mode": "train", "epoch": 8, "iter": 4700, "lr": 0.0001, "memory": 13582, "data_time": 0.02979, "loss_rpn_cls": 0.01929, "loss_rpn_bbox": 0.04044, "loss_cls": 0.17423, "acc": 93.61011, "loss_bbox": 0.22372, "loss_mask": 0.22982, "loss": 0.6875, "time": 0.87146}
{"mode": "train", "epoch": 8, "iter": 4750, "lr": 0.0001, "memory": 13582, "data_time": 0.03126, "loss_rpn_cls": 0.0178, "loss_rpn_bbox": 0.04067, "loss_cls": 0.17251, "acc": 93.59668, "loss_bbox": 0.22778, "loss_mask": 0.23417, "loss": 0.69293, "time": 0.81839}
{"mode": "train", "epoch": 8, "iter": 4800, "lr": 0.0001, "memory": 13582, "data_time": 0.04576, "loss_rpn_cls": 0.01828, "loss_rpn_bbox": 0.04169, "loss_cls": 0.17498, "acc": 93.4729, "loss_bbox": 0.22946, "loss_mask": 0.2317, "loss": 0.69611, "time": 0.7787}
{"mode": "train", "epoch": 8, "iter": 4850, "lr": 0.0001, "memory": 13582, "data_time": 0.02394, "loss_rpn_cls": 0.01576, "loss_rpn_bbox": 0.03821, "loss_cls": 0.16247, "acc": 94.01782, "loss_bbox": 0.20867, "loss_mask": 0.22444, "loss": 0.64955, "time": 0.77471}
{"mode": "train", "epoch": 8, "iter": 4900, "lr": 0.0001, "memory": 13582, "data_time": 0.04048, "loss_rpn_cls": 0.01876, "loss_rpn_bbox": 0.04272, "loss_cls": 0.17977, "acc": 93.25, "loss_bbox": 0.2354, "loss_mask": 0.23332, "loss": 0.70996, "time": 0.82214}
{"mode": "train", "epoch": 8, "iter": 4950, "lr": 0.0001, "memory": 13582, "data_time": 0.03102, "loss_rpn_cls": 0.01688, "loss_rpn_bbox": 0.04188, "loss_cls": 0.17279, "acc": 93.58594, "loss_bbox": 0.22783, "loss_mask": 0.23096, "loss": 0.69034, "time": 0.78018}
{"mode": "train", "epoch": 8, "iter": 5000, "lr": 0.0001, "memory": 13582, "data_time": 0.03737, "loss_rpn_cls": 0.01837, "loss_rpn_bbox": 0.04101, "loss_cls": 0.17213, "acc": 93.61011, "loss_bbox": 0.22112, "loss_mask": 0.23214, "loss": 0.68477, "time": 0.77611}
{"mode": "train", "epoch": 8, "iter": 5050, "lr": 0.0001, "memory": 13582, "data_time": 0.03692, "loss_rpn_cls": 0.01951, "loss_rpn_bbox": 0.04032, "loss_cls": 0.16901, "acc": 93.66577, "loss_bbox": 0.22676, "loss_mask": 0.23301, "loss": 0.68862, "time": 0.77549}
{"mode": "train", "epoch": 8, "iter": 5100, "lr": 0.0001, "memory": 13582, "data_time": 0.02774, "loss_rpn_cls": 0.01717, "loss_rpn_bbox": 0.04112, "loss_cls": 0.17333, "acc": 93.61157, "loss_bbox": 0.22697, "loss_mask": 0.23617, "loss": 0.69476, "time": 0.81673}
{"mode": "train", "epoch": 8, "iter": 5150, "lr": 0.0001, "memory": 13582, "data_time": 0.0339, "loss_rpn_cls": 0.01851, "loss_rpn_bbox": 0.04156, "loss_cls": 0.17237, "acc": 93.56519, "loss_bbox": 0.22762, "loss_mask": 0.23309, "loss": 0.69314, "time": 0.81602}
{"mode": "train", "epoch": 8, "iter": 5200, "lr": 0.0001, "memory": 13582, "data_time": 0.02955, "loss_rpn_cls": 0.01516, "loss_rpn_bbox": 0.0373, "loss_cls": 0.1656, "acc": 93.83423, "loss_bbox": 0.22234, "loss_mask": 0.23026, "loss": 0.67066, "time": 0.76816}
{"mode": "train", "epoch": 8, "iter": 5250, "lr": 0.0001, "memory": 13582, "data_time": 0.03188, "loss_rpn_cls": 0.01747, "loss_rpn_bbox": 0.03855, "loss_cls": 0.16753, "acc": 93.74756, "loss_bbox": 0.2199, "loss_mask": 0.22883, "loss": 0.67228, "time": 0.8667}
{"mode": "train", "epoch": 8, "iter": 5300, "lr": 0.0001, "memory": 13582, "data_time": 0.02876, "loss_rpn_cls": 0.01971, "loss_rpn_bbox": 0.04087, "loss_cls": 0.17362, "acc": 93.49683, "loss_bbox": 0.22833, "loss_mask": 0.2303, "loss": 0.69282, "time": 0.87594}
{"mode": "train", "epoch": 8, "iter": 5350, "lr": 0.0001, "memory": 13582, "data_time": 0.0459, "loss_rpn_cls": 0.01923, "loss_rpn_bbox": 0.04157, "loss_cls": 0.1831, "acc": 93.18799, "loss_bbox": 0.23683, "loss_mask": 0.23558, "loss": 0.7163, "time": 0.81901}
{"mode": "train", "epoch": 8, "iter": 5400, "lr": 0.0001, "memory": 13582, "data_time": 0.03522, "loss_rpn_cls": 0.01817, "loss_rpn_bbox": 0.04097, "loss_cls": 0.17298, "acc": 93.47876, "loss_bbox": 0.23237, "loss_mask": 0.22787, "loss": 0.69236, "time": 0.77889}
{"mode": "train", "epoch": 8, "iter": 5450, "lr": 0.0001, "memory": 13582, "data_time": 0.0355, "loss_rpn_cls": 0.01697, "loss_rpn_bbox": 0.03766, "loss_cls": 0.16581, "acc": 93.96021, "loss_bbox": 0.21365, "loss_mask": 0.22161, "loss": 0.6557, "time": 0.77113}
{"mode": "train", "epoch": 8, "iter": 5500, "lr": 0.0001, "memory": 13582, "data_time": 0.03406, "loss_rpn_cls": 0.01825, "loss_rpn_bbox": 0.04261, "loss_cls": 0.17663, "acc": 93.4104, "loss_bbox": 0.22945, "loss_mask": 0.23636, "loss": 0.70331, "time": 0.82492}
{"mode": "train", "epoch": 8, "iter": 5550, "lr": 0.0001, "memory": 13582, "data_time": 0.03251, "loss_rpn_cls": 0.01753, "loss_rpn_bbox": 0.04022, "loss_cls": 0.17098, "acc": 93.65552, "loss_bbox": 0.22455, "loss_mask": 0.233, "loss": 0.68628, "time": 0.77246}
{"mode": "train", "epoch": 8, "iter": 5600, "lr": 0.0001, "memory": 13582, "data_time": 0.0297, "loss_rpn_cls": 0.01785, "loss_rpn_bbox": 0.03894, "loss_cls": 0.16624, "acc": 93.87622, "loss_bbox": 0.21994, "loss_mask": 0.22904, "loss": 0.672, "time": 0.76839}
{"mode": "train", "epoch": 8, "iter": 5650, "lr": 0.0001, "memory": 13582, "data_time": 0.03288, "loss_rpn_cls": 0.01888, "loss_rpn_bbox": 0.04207, "loss_cls": 0.17957, "acc": 93.38818, "loss_bbox": 0.23055, "loss_mask": 0.23129, "loss": 0.70236, "time": 0.77434}
{"mode": "train", "epoch": 8, "iter": 5700, "lr": 0.0001, "memory": 13582, "data_time": 0.02831, "loss_rpn_cls": 0.01815, "loss_rpn_bbox": 0.03922, "loss_cls": 0.17806, "acc": 93.33252, "loss_bbox": 0.22974, "loss_mask": 0.23589, "loss": 0.70106, "time": 0.85534}
{"mode": "train", "epoch": 8, "iter": 5750, "lr": 0.0001, "memory": 13582, "data_time": 0.0382, "loss_rpn_cls": 0.01985, "loss_rpn_bbox": 0.04224, "loss_cls": 0.17691, "acc": 93.46851, "loss_bbox": 0.22864, "loss_mask": 0.23004, "loss": 0.69767, "time": 0.77644}
{"mode": "train", "epoch": 8, "iter": 5800, "lr": 0.0001, "memory": 13582, "data_time": 0.03607, "loss_rpn_cls": 0.01762, "loss_rpn_bbox": 0.04021, "loss_cls": 0.17346, "acc": 93.64771, "loss_bbox": 0.22162, "loss_mask": 0.22728, "loss": 0.68019, "time": 0.80863}
{"mode": "train", "epoch": 8, "iter": 5850, "lr": 0.0001, "memory": 13582, "data_time": 0.0336, "loss_rpn_cls": 0.01888, "loss_rpn_bbox": 0.04104, "loss_cls": 0.1767, "acc": 93.40308, "loss_bbox": 0.23317, "loss_mask": 0.23511, "loss": 0.7049, "time": 0.8834}
{"mode": "train", "epoch": 8, "iter": 5900, "lr": 0.0001, "memory": 13582, "data_time": 0.03017, "loss_rpn_cls": 0.01743, "loss_rpn_bbox": 0.04079, "loss_cls": 0.17488, "acc": 93.48608, "loss_bbox": 0.23539, "loss_mask": 0.23498, "loss": 0.70348, "time": 0.8236}
{"mode": "train", "epoch": 8, "iter": 5950, "lr": 0.0001, "memory": 13582, "data_time": 0.03578, "loss_rpn_cls": 0.01743, "loss_rpn_bbox": 0.03877, "loss_cls": 0.16932, "acc": 93.78418, "loss_bbox": 0.21729, "loss_mask": 0.23204, "loss": 0.67485, "time": 0.81548}
{"mode": "train", "epoch": 8, "iter": 6000, "lr": 0.0001, "memory": 13582, "data_time": 0.0295, "loss_rpn_cls": 0.01806, "loss_rpn_bbox": 0.04041, "loss_cls": 0.17514, "acc": 93.44409, "loss_bbox": 0.22972, "loss_mask": 0.2369, "loss": 0.70024, "time": 0.7709}
{"mode": "train", "epoch": 8, "iter": 6050, "lr": 0.0001, "memory": 13582, "data_time": 0.0295, "loss_rpn_cls": 0.01831, "loss_rpn_bbox": 0.04085, "loss_cls": 0.17466, "acc": 93.53857, "loss_bbox": 0.23152, "loss_mask": 0.23375, "loss": 0.69909, "time": 0.78001}
{"mode": "train", "epoch": 8, "iter": 6100, "lr": 0.0001, "memory": 13582, "data_time": 0.04037, "loss_rpn_cls": 0.0202, "loss_rpn_bbox": 0.04201, "loss_cls": 0.17744, "acc": 93.32153, "loss_bbox": 0.23406, "loss_mask": 0.23268, "loss": 0.70639, "time": 0.82488}
{"mode": "train", "epoch": 8, "iter": 6150, "lr": 0.0001, "memory": 13582, "data_time": 0.03601, "loss_rpn_cls": 0.0186, "loss_rpn_bbox": 0.04119, "loss_cls": 0.17774, "acc": 93.35229, "loss_bbox": 0.23456, "loss_mask": 0.23289, "loss": 0.70499, "time": 0.77799}
{"mode": "train", "epoch": 8, "iter": 6200, "lr": 0.0001, "memory": 13582, "data_time": 0.032, "loss_rpn_cls": 0.01847, "loss_rpn_bbox": 0.04128, "loss_cls": 0.17278, "acc": 93.59399, "loss_bbox": 0.22733, "loss_mask": 0.23211, "loss": 0.69198, "time": 0.82348}
{"mode": "train", "epoch": 8, "iter": 6250, "lr": 0.0001, "memory": 13582, "data_time": 0.02773, "loss_rpn_cls": 0.01789, "loss_rpn_bbox": 0.04023, "loss_cls": 0.16897, "acc": 93.68042, "loss_bbox": 0.22319, "loss_mask": 0.23103, "loss": 0.68131, "time": 0.77785}
{"mode": "train", "epoch": 8, "iter": 6300, "lr": 0.0001, "memory": 13582, "data_time": 0.03562, "loss_rpn_cls": 0.01756, "loss_rpn_bbox": 0.04003, "loss_cls": 0.17022, "acc": 93.66113, "loss_bbox": 0.22711, "loss_mask": 0.22729, "loss": 0.68222, "time": 0.77598}
{"mode": "train", "epoch": 8, "iter": 6350, "lr": 0.0001, "memory": 13582, "data_time": 0.03748, "loss_rpn_cls": 0.01803, "loss_rpn_bbox": 0.04116, "loss_cls": 0.1779, "acc": 93.40088, "loss_bbox": 0.23271, "loss_mask": 0.23457, "loss": 0.70437, "time": 0.83278}
{"mode": "train", "epoch": 8, "iter": 6400, "lr": 0.0001, "memory": 13582, "data_time": 0.03308, "loss_rpn_cls": 0.01922, "loss_rpn_bbox": 0.04305, "loss_cls": 0.17767, "acc": 93.31836, "loss_bbox": 0.23136, "loss_mask": 0.23886, "loss": 0.71016, "time": 0.81987}
{"mode": "train", "epoch": 8, "iter": 6450, "lr": 0.0001, "memory": 13582, "data_time": 0.04141, "loss_rpn_cls": 0.0181, "loss_rpn_bbox": 0.04117, "loss_cls": 0.1757, "acc": 93.50049, "loss_bbox": 0.22696, "loss_mask": 0.23099, "loss": 0.69293, "time": 0.85926}
{"mode": "train", "epoch": 8, "iter": 6500, "lr": 0.0001, "memory": 13582, "data_time": 0.03875, "loss_rpn_cls": 0.01908, "loss_rpn_bbox": 0.04139, "loss_cls": 0.17686, "acc": 93.33423, "loss_bbox": 0.23408, "loss_mask": 0.23308, "loss": 0.7045, "time": 0.77495}
{"mode": "train", "epoch": 8, "iter": 6550, "lr": 0.0001, "memory": 13582, "data_time": 0.02939, "loss_rpn_cls": 0.01802, "loss_rpn_bbox": 0.04031, "loss_cls": 0.18053, "acc": 93.3833, "loss_bbox": 0.23459, "loss_mask": 0.23264, "loss": 0.70609, "time": 0.82221}
{"mode": "train", "epoch": 8, "iter": 6600, "lr": 0.0001, "memory": 13582, "data_time": 0.03376, "loss_rpn_cls": 0.0175, "loss_rpn_bbox": 0.04082, "loss_cls": 0.1834, "acc": 93.27222, "loss_bbox": 0.23199, "loss_mask": 0.23106, "loss": 0.70477, "time": 0.77969}
{"mode": "train", "epoch": 8, "iter": 6650, "lr": 0.0001, "memory": 13582, "data_time": 0.02902, "loss_rpn_cls": 0.01896, "loss_rpn_bbox": 0.04009, "loss_cls": 0.17577, "acc": 93.50073, "loss_bbox": 0.22755, "loss_mask": 0.23123, "loss": 0.6936, "time": 0.84124}
{"mode": "train", "epoch": 8, "iter": 6700, "lr": 0.0001, "memory": 13582, "data_time": 0.0365, "loss_rpn_cls": 0.01897, "loss_rpn_bbox": 0.0407, "loss_cls": 0.1757, "acc": 93.46631, "loss_bbox": 0.22999, "loss_mask": 0.23597, "loss": 0.70133, "time": 0.77867}
{"mode": "train", "epoch": 8, "iter": 6750, "lr": 0.0001, "memory": 13582, "data_time": 0.03525, "loss_rpn_cls": 0.01727, "loss_rpn_bbox": 0.04032, "loss_cls": 0.17874, "acc": 93.38623, "loss_bbox": 0.2321, "loss_mask": 0.23175, "loss": 0.70019, "time": 0.77765}
{"mode": "train", "epoch": 8, "iter": 6800, "lr": 0.0001, "memory": 13582, "data_time": 0.03794, "loss_rpn_cls": 0.02041, "loss_rpn_bbox": 0.04178, "loss_cls": 0.17774, "acc": 93.44824, "loss_bbox": 0.22804, "loss_mask": 0.228, "loss": 0.69596, "time": 0.82325}
{"mode": "train", "epoch": 8, "iter": 6850, "lr": 0.0001, "memory": 13582, "data_time": 0.02639, "loss_rpn_cls": 0.01813, "loss_rpn_bbox": 0.04099, "loss_cls": 0.16939, "acc": 93.76953, "loss_bbox": 0.22154, "loss_mask": 0.23113, "loss": 0.68117, "time": 0.77125}
{"mode": "train", "epoch": 8, "iter": 6900, "lr": 0.0001, "memory": 13582, "data_time": 0.02761, "loss_rpn_cls": 0.01876, "loss_rpn_bbox": 0.04342, "loss_cls": 0.17581, "acc": 93.4895, "loss_bbox": 0.23076, "loss_mask": 0.2361, "loss": 0.70485, "time": 0.78096}
{"mode": "train", "epoch": 8, "iter": 6950, "lr": 0.0001, "memory": 13582, "data_time": 0.02648, "loss_rpn_cls": 0.01821, "loss_rpn_bbox": 0.04004, "loss_cls": 0.17077, "acc": 93.67261, "loss_bbox": 0.22468, "loss_mask": 0.2332, "loss": 0.6869, "time": 0.92081}
{"mode": "train", "epoch": 8, "iter": 7000, "lr": 0.0001, "memory": 13582, "data_time": 0.03212, "loss_rpn_cls": 0.01659, "loss_rpn_bbox": 0.03948, "loss_cls": 0.16839, "acc": 93.76123, "loss_bbox": 0.22347, "loss_mask": 0.232, "loss": 0.67993, "time": 0.86464}
{"mode": "train", "epoch": 8, "iter": 7050, "lr": 0.0001, "memory": 13582, "data_time": 0.02996, "loss_rpn_cls": 0.0194, "loss_rpn_bbox": 0.04101, "loss_cls": 0.17833, "acc": 93.32812, "loss_bbox": 0.23462, "loss_mask": 0.2368, "loss": 0.71016, "time": 0.77325}
{"mode": "train", "epoch": 8, "iter": 7100, "lr": 0.0001, "memory": 13582, "data_time": 0.02804, "loss_rpn_cls": 0.01855, "loss_rpn_bbox": 0.04065, "loss_cls": 0.1697, "acc": 93.67017, "loss_bbox": 0.22389, "loss_mask": 0.22815, "loss": 0.68094, "time": 0.82005}
{"mode": "train", "epoch": 8, "iter": 7150, "lr": 0.0001, "memory": 13582, "data_time": 0.03589, "loss_rpn_cls": 0.0177, "loss_rpn_bbox": 0.04048, "loss_cls": 0.17171, "acc": 93.67993, "loss_bbox": 0.22588, "loss_mask": 0.22886, "loss": 0.68463, "time": 0.77787}
{"mode": "train", "epoch": 8, "iter": 7200, "lr": 0.0001, "memory": 13582, "data_time": 0.035, "loss_rpn_cls": 0.01895, "loss_rpn_bbox": 0.04148, "loss_cls": 0.17536, "acc": 93.56909, "loss_bbox": 0.22802, "loss_mask": 0.23175, "loss": 0.69555, "time": 0.77543}
{"mode": "train", "epoch": 8, "iter": 7250, "lr": 0.0001, "memory": 13582, "data_time": 0.0257, "loss_rpn_cls": 0.01837, "loss_rpn_bbox": 0.04085, "loss_cls": 0.1845, "acc": 93.13086, "loss_bbox": 0.23945, "loss_mask": 0.23643, "loss": 0.71959, "time": 0.86521}
{"mode": "train", "epoch": 8, "iter": 7300, "lr": 0.0001, "memory": 13582, "data_time": 0.02421, "loss_rpn_cls": 0.01866, "loss_rpn_bbox": 0.03948, "loss_cls": 0.1742, "acc": 93.63696, "loss_bbox": 0.22338, "loss_mask": 0.23045, "loss": 0.68617, "time": 0.7761}
{"mode": "val", "epoch": 8, "iter": 625, "lr": 0.0001, "bbox_mAP": 0.446, "bbox_mAP_50": 0.683, "bbox_mAP_75": 0.487, "bbox_mAP_s": 0.261, "bbox_mAP_m": 0.484, "bbox_mAP_l": 0.624, "bbox_mAP_copypaste": "0.446 0.683 0.487 0.261 0.484 0.624", "segm_mAP": 0.4, "segm_mAP_50": 0.644, "segm_mAP_75": 0.422, "segm_mAP_s": 0.181, "segm_mAP_m": 0.431, "segm_mAP_l": 0.63, "segm_mAP_copypaste": "0.400 0.644 0.422 0.181 0.431 0.630"}
{"mode": "train", "epoch": 9, "iter": 50, "lr": 1e-05, "memory": 13582, "data_time": 0.10676, "loss_rpn_cls": 0.01719, "loss_rpn_bbox": 0.04094, "loss_cls": 0.16725, "acc": 93.74658, "loss_bbox": 0.22107, "loss_mask": 0.22706, "loss": 0.67351, "time": 1.12764}
{"mode": "train", "epoch": 9, "iter": 100, "lr": 1e-05, "memory": 13582, "data_time": 0.03976, "loss_rpn_cls": 0.01533, "loss_rpn_bbox": 0.03746, "loss_cls": 0.16044, "acc": 94.03369, "loss_bbox": 0.21251, "loss_mask": 0.22316, "loss": 0.6489, "time": 0.7728}
{"mode": "train", "epoch": 9, "iter": 150, "lr": 1e-05, "memory": 13582, "data_time": 0.0268, "loss_rpn_cls": 0.01561, "loss_rpn_bbox": 0.03842, "loss_cls": 0.15793, "acc": 94.06055, "loss_bbox": 0.21126, "loss_mask": 0.22345, "loss": 0.64667, "time": 0.82782}
{"mode": "train", "epoch": 9, "iter": 200, "lr": 1e-05, "memory": 13582, "data_time": 0.03365, "loss_rpn_cls": 0.017, "loss_rpn_bbox": 0.03992, "loss_cls": 0.16747, "acc": 93.66016, "loss_bbox": 0.22475, "loss_mask": 0.22592, "loss": 0.67507, "time": 0.78249}
{"mode": "train", "epoch": 9, "iter": 250, "lr": 1e-05, "memory": 13582, "data_time": 0.03699, "loss_rpn_cls": 0.01523, "loss_rpn_bbox": 0.03698, "loss_cls": 0.15929, "acc": 94.073, "loss_bbox": 0.20958, "loss_mask": 0.21946, "loss": 0.64053, "time": 0.77471}
{"mode": "train", "epoch": 9, "iter": 300, "lr": 1e-05, "memory": 13582, "data_time": 0.03355, "loss_rpn_cls": 0.01532, "loss_rpn_bbox": 0.03901, "loss_cls": 0.16118, "acc": 93.87207, "loss_bbox": 0.21342, "loss_mask": 0.22086, "loss": 0.64978, "time": 0.86866}
{"mode": "train", "epoch": 9, "iter": 350, "lr": 1e-05, "memory": 13582, "data_time": 0.03741, "loss_rpn_cls": 0.01651, "loss_rpn_bbox": 0.04047, "loss_cls": 0.17023, "acc": 93.57593, "loss_bbox": 0.22632, "loss_mask": 0.22708, "loss": 0.6806, "time": 0.82719}
{"mode": "train", "epoch": 9, "iter": 400, "lr": 1e-05, "memory": 13582, "data_time": 0.03962, "loss_rpn_cls": 0.0159, "loss_rpn_bbox": 0.03935, "loss_cls": 0.16258, "acc": 93.85327, "loss_bbox": 0.21402, "loss_mask": 0.21487, "loss": 0.64671, "time": 0.7874}
{"mode": "train", "epoch": 9, "iter": 450, "lr": 1e-05, "memory": 13582, "data_time": 0.0268, "loss_rpn_cls": 0.01512, "loss_rpn_bbox": 0.03773, "loss_cls": 0.15997, "acc": 93.93628, "loss_bbox": 0.21419, "loss_mask": 0.22461, "loss": 0.65162, "time": 0.84762}
{"mode": "train", "epoch": 9, "iter": 500, "lr": 1e-05, "memory": 13582, "data_time": 0.03968, "loss_rpn_cls": 0.01322, "loss_rpn_bbox": 0.03501, "loss_cls": 0.15475, "acc": 94.14673, "loss_bbox": 0.20869, "loss_mask": 0.21889, "loss": 0.63057, "time": 0.76846}
{"mode": "train", "epoch": 9, "iter": 550, "lr": 1e-05, "memory": 13582, "data_time": 0.03779, "loss_rpn_cls": 0.01526, "loss_rpn_bbox": 0.03467, "loss_cls": 0.15843, "acc": 94.02808, "loss_bbox": 0.21005, "loss_mask": 0.21756, "loss": 0.63597, "time": 0.77035}
{"mode": "train", "epoch": 9, "iter": 600, "lr": 1e-05, "memory": 13582, "data_time": 0.0335, "loss_rpn_cls": 0.01472, "loss_rpn_bbox": 0.03686, "loss_cls": 0.15583, "acc": 93.9873, "loss_bbox": 0.21235, "loss_mask": 0.2259, "loss": 0.64567, "time": 0.8583}
{"mode": "train", "epoch": 9, "iter": 650, "lr": 1e-05, "memory": 13582, "data_time": 0.04088, "loss_rpn_cls": 0.01464, "loss_rpn_bbox": 0.037, "loss_cls": 0.15909, "acc": 93.93457, "loss_bbox": 0.21571, "loss_mask": 0.22328, "loss": 0.64973, "time": 0.82666}
{"mode": "train", "epoch": 9, "iter": 700, "lr": 1e-05, "memory": 13582, "data_time": 0.04409, "loss_rpn_cls": 0.01496, "loss_rpn_bbox": 0.03915, "loss_cls": 0.15757, "acc": 93.93579, "loss_bbox": 0.21542, "loss_mask": 0.22313, "loss": 0.65023, "time": 0.78217}
{"mode": "train", "epoch": 9, "iter": 750, "lr": 1e-05, "memory": 13582, "data_time": 0.02645, "loss_rpn_cls": 0.01389, "loss_rpn_bbox": 0.03782, "loss_cls": 0.1564, "acc": 94.10693, "loss_bbox": 0.20947, "loss_mask": 0.22062, "loss": 0.6382, "time": 0.77236}
{"mode": "train", "epoch": 9, "iter": 800, "lr": 1e-05, "memory": 13582, "data_time": 0.03271, "loss_rpn_cls": 0.01268, "loss_rpn_bbox": 0.03384, "loss_cls": 0.14875, "acc": 94.31665, "loss_bbox": 0.20455, "loss_mask": 0.21502, "loss": 0.61484, "time": 0.8609}
{"mode": "train", "epoch": 9, "iter": 850, "lr": 1e-05, "memory": 13582, "data_time": 0.03186, "loss_rpn_cls": 0.01493, "loss_rpn_bbox": 0.03782, "loss_cls": 0.16405, "acc": 93.7998, "loss_bbox": 0.2206, "loss_mask": 0.22252, "loss": 0.65993, "time": 0.8276}
{"mode": "train", "epoch": 9, "iter": 900, "lr": 1e-05, "memory": 13582, "data_time": 0.0285, "loss_rpn_cls": 0.0157, "loss_rpn_bbox": 0.03833, "loss_cls": 0.15695, "acc": 94.06226, "loss_bbox": 0.20934, "loss_mask": 0.2159, "loss": 0.63622, "time": 0.83983}
{"mode": "train", "epoch": 9, "iter": 950, "lr": 1e-05, "memory": 13582, "data_time": 0.03242, "loss_rpn_cls": 0.01484, "loss_rpn_bbox": 0.0389, "loss_cls": 0.15697, "acc": 94.09839, "loss_bbox": 0.21419, "loss_mask": 0.2216, "loss": 0.6465, "time": 0.77487}
{"mode": "train", "epoch": 9, "iter": 1000, "lr": 1e-05, "memory": 13582, "data_time": 0.03327, "loss_rpn_cls": 0.01526, "loss_rpn_bbox": 0.03734, "loss_cls": 0.16751, "acc": 93.71704, "loss_bbox": 0.22505, "loss_mask": 0.2249, "loss": 0.67006, "time": 0.77527}
{"mode": "train", "epoch": 9, "iter": 1050, "lr": 1e-05, "memory": 13582, "data_time": 0.02747, "loss_rpn_cls": 0.0138, "loss_rpn_bbox": 0.03749, "loss_cls": 0.15467, "acc": 94.10864, "loss_bbox": 0.2103, "loss_mask": 0.22119, "loss": 0.63746, "time": 0.82774}
{"mode": "train", "epoch": 9, "iter": 1100, "lr": 1e-05, "memory": 13582, "data_time": 0.03136, "loss_rpn_cls": 0.01439, "loss_rpn_bbox": 0.03476, "loss_cls": 0.15529, "acc": 94.13281, "loss_bbox": 0.20739, "loss_mask": 0.21806, "loss": 0.62989, "time": 0.7719}
{"mode": "train", "epoch": 9, "iter": 1150, "lr": 1e-05, "memory": 13582, "data_time": 0.02956, "loss_rpn_cls": 0.01581, "loss_rpn_bbox": 0.03787, "loss_cls": 0.15751, "acc": 93.92358, "loss_bbox": 0.21408, "loss_mask": 0.21817, "loss": 0.64344, "time": 0.81614}
{"mode": "train", "epoch": 9, "iter": 1200, "lr": 1e-05, "memory": 13582, "data_time": 0.04022, "loss_rpn_cls": 0.01475, "loss_rpn_bbox": 0.0387, "loss_cls": 0.15651, "acc": 94.00708, "loss_bbox": 0.21242, "loss_mask": 0.21878, "loss": 0.64116, "time": 0.83825}
{"mode": "train", "epoch": 9, "iter": 1250, "lr": 1e-05, "memory": 13582, "data_time": 0.03546, "loss_rpn_cls": 0.01471, "loss_rpn_bbox": 0.0358, "loss_cls": 0.15345, "acc": 94.14404, "loss_bbox": 0.21041, "loss_mask": 0.22181, "loss": 0.63619, "time": 0.82574}
{"mode": "train", "epoch": 9, "iter": 1300, "lr": 1e-05, "memory": 13582, "data_time": 0.03845, "loss_rpn_cls": 0.01634, "loss_rpn_bbox": 0.03918, "loss_cls": 0.15957, "acc": 93.94824, "loss_bbox": 0.2178, "loss_mask": 0.22399, "loss": 0.65688, "time": 0.78628}
{"mode": "train", "epoch": 9, "iter": 1350, "lr": 1e-05, "memory": 13582, "data_time": 0.0335, "loss_rpn_cls": 0.01541, "loss_rpn_bbox": 0.03982, "loss_cls": 0.1593, "acc": 93.98242, "loss_bbox": 0.21544, "loss_mask": 0.22556, "loss": 0.65552, "time": 0.83308}
{"mode": "train", "epoch": 9, "iter": 1400, "lr": 1e-05, "memory": 13582, "data_time": 0.03263, "loss_rpn_cls": 0.01483, "loss_rpn_bbox": 0.03548, "loss_cls": 0.15397, "acc": 94.09497, "loss_bbox": 0.20586, "loss_mask": 0.22085, "loss": 0.63098, "time": 0.92336}
{"mode": "train", "epoch": 9, "iter": 1450, "lr": 1e-05, "memory": 13582, "data_time": 0.03058, "loss_rpn_cls": 0.01332, "loss_rpn_bbox": 0.03493, "loss_cls": 0.15191, "acc": 94.24927, "loss_bbox": 0.20669, "loss_mask": 0.2174, "loss": 0.62425, "time": 0.76862}
{"mode": "train", "epoch": 9, "iter": 1500, "lr": 1e-05, "memory": 13582, "data_time": 0.03214, "loss_rpn_cls": 0.01488, "loss_rpn_bbox": 0.03804, "loss_cls": 0.15744, "acc": 94.09375, "loss_bbox": 0.21513, "loss_mask": 0.22094, "loss": 0.64643, "time": 0.77411}
{"mode": "train", "epoch": 9, "iter": 1550, "lr": 1e-05, "memory": 13582, "data_time": 0.03651, "loss_rpn_cls": 0.01402, "loss_rpn_bbox": 0.03654, "loss_cls": 0.15402, "acc": 94.11719, "loss_bbox": 0.2119, "loss_mask": 0.21709, "loss": 0.63357, "time": 0.77716}
{"mode": "train", "epoch": 9, "iter": 1600, "lr": 1e-05, "memory": 13582, "data_time": 0.03079, "loss_rpn_cls": 0.01508, "loss_rpn_bbox": 0.03717, "loss_cls": 0.15326, "acc": 94.20972, "loss_bbox": 0.2088, "loss_mask": 0.21934, "loss": 0.63365, "time": 0.77176}
{"mode": "train", "epoch": 9, "iter": 1650, "lr": 1e-05, "memory": 13582, "data_time": 0.0368, "loss_rpn_cls": 0.01468, "loss_rpn_bbox": 0.03694, "loss_cls": 0.15116, "acc": 94.19482, "loss_bbox": 0.20483, "loss_mask": 0.22443, "loss": 0.63204, "time": 0.82243}
{"mode": "train", "epoch": 9, "iter": 1700, "lr": 1e-05, "memory": 13582, "data_time": 0.02972, "loss_rpn_cls": 0.0159, "loss_rpn_bbox": 0.03948, "loss_cls": 0.1621, "acc": 93.85156, "loss_bbox": 0.21521, "loss_mask": 0.22922, "loss": 0.66191, "time": 0.82679}
{"mode": "train", "epoch": 9, "iter": 1750, "lr": 1e-05, "memory": 13582, "data_time": 0.03992, "loss_rpn_cls": 0.01526, "loss_rpn_bbox": 0.03921, "loss_cls": 0.16184, "acc": 93.78296, "loss_bbox": 0.21931, "loss_mask": 0.22196, "loss": 0.65758, "time": 0.77959}
{"mode": "train", "epoch": 9, "iter": 1800, "lr": 1e-05, "memory": 13582, "data_time": 0.03035, "loss_rpn_cls": 0.01377, "loss_rpn_bbox": 0.036, "loss_cls": 0.15819, "acc": 93.91406, "loss_bbox": 0.21681, "loss_mask": 0.22472, "loss": 0.64948, "time": 0.82444}
{"mode": "train", "epoch": 9, "iter": 1850, "lr": 1e-05, "memory": 13582, "data_time": 0.02586, "loss_rpn_cls": 0.01385, "loss_rpn_bbox": 0.03767, "loss_cls": 0.15587, "acc": 94.01587, "loss_bbox": 0.21615, "loss_mask": 0.21883, "loss": 0.64238, "time": 0.81549}
{"mode": "train", "epoch": 9, "iter": 1900, "lr": 1e-05, "memory": 13582, "data_time": 0.02961, "loss_rpn_cls": 0.01295, "loss_rpn_bbox": 0.03394, "loss_cls": 0.15425, "acc": 94.12158, "loss_bbox": 0.20894, "loss_mask": 0.21804, "loss": 0.62813, "time": 0.76898}
{"mode": "train", "epoch": 9, "iter": 1950, "lr": 1e-05, "memory": 13582, "data_time": 0.03206, "loss_rpn_cls": 0.01408, "loss_rpn_bbox": 0.03747, "loss_cls": 0.15642, "acc": 93.98096, "loss_bbox": 0.20993, "loss_mask": 0.21602, "loss": 0.63392, "time": 0.82204}
{"mode": "train", "epoch": 9, "iter": 2000, "lr": 1e-05, "memory": 13582, "data_time": 0.03523, "loss_rpn_cls": 0.0146, "loss_rpn_bbox": 0.03736, "loss_cls": 0.15508, "acc": 94.06689, "loss_bbox": 0.21033, "loss_mask": 0.22028, "loss": 0.63764, "time": 0.94398}
{"mode": "train", "epoch": 9, "iter": 2050, "lr": 1e-05, "memory": 13582, "data_time": 0.03722, "loss_rpn_cls": 0.01463, "loss_rpn_bbox": 0.03926, "loss_cls": 0.15795, "acc": 93.95996, "loss_bbox": 0.21919, "loss_mask": 0.22308, "loss": 0.6541, "time": 0.77546}
{"mode": "train", "epoch": 9, "iter": 2100, "lr": 1e-05, "memory": 13582, "data_time": 0.02801, "loss_rpn_cls": 0.01259, "loss_rpn_bbox": 0.03382, "loss_cls": 0.14908, "acc": 94.26343, "loss_bbox": 0.2104, "loss_mask": 0.21864, "loss": 0.62453, "time": 0.77125}
{"mode": "train", "epoch": 9, "iter": 2150, "lr": 1e-05, "memory": 13582, "data_time": 0.03029, "loss_rpn_cls": 0.01404, "loss_rpn_bbox": 0.0359, "loss_cls": 0.15612, "acc": 94.0603, "loss_bbox": 0.21225, "loss_mask": 0.22273, "loss": 0.64104, "time": 0.77382}
{"mode": "train", "epoch": 9, "iter": 2200, "lr": 1e-05, "memory": 13582, "data_time": 0.03377, "loss_rpn_cls": 0.0154, "loss_rpn_bbox": 0.03869, "loss_cls": 0.15908, "acc": 93.94824, "loss_bbox": 0.21607, "loss_mask": 0.22326, "loss": 0.65251, "time": 0.78384}
{"mode": "train", "epoch": 9, "iter": 2250, "lr": 1e-05, "memory": 13582, "data_time": 0.03197, "loss_rpn_cls": 0.01473, "loss_rpn_bbox": 0.03757, "loss_cls": 0.15104, "acc": 94.20508, "loss_bbox": 0.21023, "loss_mask": 0.21779, "loss": 0.63136, "time": 0.86683}
{"mode": "train", "epoch": 9, "iter": 2300, "lr": 1e-05, "memory": 13582, "data_time": 0.03837, "loss_rpn_cls": 0.01382, "loss_rpn_bbox": 0.03474, "loss_cls": 0.14744, "acc": 94.43286, "loss_bbox": 0.19983, "loss_mask": 0.21198, "loss": 0.60782, "time": 0.77021}
{"mode": "train", "epoch": 9, "iter": 2350, "lr": 1e-05, "memory": 13582, "data_time": 0.03238, "loss_rpn_cls": 0.01448, "loss_rpn_bbox": 0.0372, "loss_cls": 0.1494, "acc": 94.27124, "loss_bbox": 0.20536, "loss_mask": 0.21637, "loss": 0.6228, "time": 0.84804}
{"mode": "train", "epoch": 9, "iter": 2400, "lr": 1e-05, "memory": 13582, "data_time": 0.03585, "loss_rpn_cls": 0.01409, "loss_rpn_bbox": 0.03716, "loss_cls": 0.15534, "acc": 94.0979, "loss_bbox": 0.21258, "loss_mask": 0.22276, "loss": 0.64193, "time": 0.77871}
{"mode": "train", "epoch": 9, "iter": 2450, "lr": 1e-05, "memory": 13582, "data_time": 0.03095, "loss_rpn_cls": 0.01499, "loss_rpn_bbox": 0.03717, "loss_cls": 0.15372, "acc": 94.11597, "loss_bbox": 0.21378, "loss_mask": 0.22174, "loss": 0.64139, "time": 0.87232}
{"mode": "train", "epoch": 9, "iter": 2500, "lr": 1e-05, "memory": 13582, "data_time": 0.03045, "loss_rpn_cls": 0.01512, "loss_rpn_bbox": 0.03815, "loss_cls": 0.15766, "acc": 94.01367, "loss_bbox": 0.2135, "loss_mask": 0.22119, "loss": 0.64563, "time": 0.86831}
{"mode": "train", "epoch": 9, "iter": 2550, "lr": 1e-05, "memory": 13582, "data_time": 0.02975, "loss_rpn_cls": 0.01471, "loss_rpn_bbox": 0.03923, "loss_cls": 0.15888, "acc": 93.96655, "loss_bbox": 0.21501, "loss_mask": 0.22329, "loss": 0.65112, "time": 0.82207}
{"mode": "train", "epoch": 9, "iter": 2600, "lr": 1e-05, "memory": 13582, "data_time": 0.0361, "loss_rpn_cls": 0.01369, "loss_rpn_bbox": 0.03483, "loss_cls": 0.14689, "acc": 94.34277, "loss_bbox": 0.20611, "loss_mask": 0.22003, "loss": 0.62154, "time": 0.78209}
{"mode": "train", "epoch": 9, "iter": 2650, "lr": 1e-05, "memory": 13582, "data_time": 0.03799, "loss_rpn_cls": 0.01553, "loss_rpn_bbox": 0.03694, "loss_cls": 0.15322, "acc": 94.20728, "loss_bbox": 0.21127, "loss_mask": 0.2202, "loss": 0.63716, "time": 0.78239}
{"mode": "train", "epoch": 9, "iter": 2700, "lr": 1e-05, "memory": 13582, "data_time": 0.03724, "loss_rpn_cls": 0.01358, "loss_rpn_bbox": 0.03587, "loss_cls": 0.15092, "acc": 94.23779, "loss_bbox": 0.211, "loss_mask": 0.22121, "loss": 0.63258, "time": 0.78149}
{"mode": "train", "epoch": 9, "iter": 2750, "lr": 1e-05, "memory": 13582, "data_time": 0.02741, "loss_rpn_cls": 0.01469, "loss_rpn_bbox": 0.03695, "loss_cls": 0.15692, "acc": 94.01758, "loss_bbox": 0.21206, "loss_mask": 0.22015, "loss": 0.64077, "time": 0.78837}
{"mode": "train", "epoch": 9, "iter": 2800, "lr": 1e-05, "memory": 13582, "data_time": 0.02831, "loss_rpn_cls": 0.0145, "loss_rpn_bbox": 0.03806, "loss_cls": 0.15713, "acc": 93.97363, "loss_bbox": 0.21702, "loss_mask": 0.2255, "loss": 0.65222, "time": 0.90648}
{"mode": "train", "epoch": 9, "iter": 2850, "lr": 1e-05, "memory": 13582, "data_time": 0.02934, "loss_rpn_cls": 0.01323, "loss_rpn_bbox": 0.03668, "loss_cls": 0.1527, "acc": 94.21216, "loss_bbox": 0.20755, "loss_mask": 0.21843, "loss": 0.62859, "time": 0.7845}
{"mode": "train", "epoch": 9, "iter": 2900, "lr": 1e-05, "memory": 13582, "data_time": 0.02705, "loss_rpn_cls": 0.014, "loss_rpn_bbox": 0.03674, "loss_cls": 0.15526, "acc": 94.03394, "loss_bbox": 0.20583, "loss_mask": 0.21804, "loss": 0.62987, "time": 0.77968}
{"mode": "train", "epoch": 9, "iter": 2950, "lr": 1e-05, "memory": 13582, "data_time": 0.03438, "loss_rpn_cls": 0.01521, "loss_rpn_bbox": 0.03857, "loss_cls": 0.15614, "acc": 94.04053, "loss_bbox": 0.21158, "loss_mask": 0.22205, "loss": 0.64354, "time": 0.84365}
{"mode": "train", "epoch": 9, "iter": 3000, "lr": 1e-05, "memory": 13582, "data_time": 0.02765, "loss_rpn_cls": 0.01279, "loss_rpn_bbox": 0.03464, "loss_cls": 0.14257, "acc": 94.50586, "loss_bbox": 0.19637, "loss_mask": 0.213, "loss": 0.59937, "time": 0.78363}
{"mode": "train", "epoch": 9, "iter": 3050, "lr": 1e-05, "memory": 13582, "data_time": 0.03256, "loss_rpn_cls": 0.01471, "loss_rpn_bbox": 0.03902, "loss_cls": 0.161, "acc": 93.85059, "loss_bbox": 0.21753, "loss_mask": 0.22395, "loss": 0.65622, "time": 0.86602}
{"mode": "train", "epoch": 9, "iter": 3100, "lr": 1e-05, "memory": 13582, "data_time": 0.03063, "loss_rpn_cls": 0.01596, "loss_rpn_bbox": 0.03851, "loss_cls": 0.15961, "acc": 93.94604, "loss_bbox": 0.21734, "loss_mask": 0.22496, "loss": 0.65637, "time": 0.87849}
{"mode": "train", "epoch": 9, "iter": 3150, "lr": 1e-05, "memory": 13582, "data_time": 0.03794, "loss_rpn_cls": 0.01358, "loss_rpn_bbox": 0.03559, "loss_cls": 0.14871, "acc": 94.34277, "loss_bbox": 0.20012, "loss_mask": 0.21254, "loss": 0.61053, "time": 0.81266}
{"mode": "train", "epoch": 9, "iter": 3200, "lr": 1e-05, "memory": 13582, "data_time": 0.03456, "loss_rpn_cls": 0.01374, "loss_rpn_bbox": 0.03773, "loss_cls": 0.16263, "acc": 93.81421, "loss_bbox": 0.21848, "loss_mask": 0.22367, "loss": 0.65625, "time": 0.78217}
{"mode": "train", "epoch": 9, "iter": 3250, "lr": 1e-05, "memory": 13582, "data_time": 0.03478, "loss_rpn_cls": 0.01456, "loss_rpn_bbox": 0.03756, "loss_cls": 0.15395, "acc": 94.13306, "loss_bbox": 0.21121, "loss_mask": 0.2198, "loss": 0.63708, "time": 0.77505}
{"mode": "train", "epoch": 9, "iter": 3300, "lr": 1e-05, "memory": 13582, "data_time": 0.02806, "loss_rpn_cls": 0.01415, "loss_rpn_bbox": 0.03772, "loss_cls": 0.16075, "acc": 93.90771, "loss_bbox": 0.2174, "loss_mask": 0.22088, "loss": 0.65091, "time": 0.77381}
{"mode": "train", "epoch": 9, "iter": 3350, "lr": 1e-05, "memory": 13582, "data_time": 0.03738, "loss_rpn_cls": 0.01345, "loss_rpn_bbox": 0.03833, "loss_cls": 0.15394, "acc": 94.13647, "loss_bbox": 0.21017, "loss_mask": 0.21752, "loss": 0.63341, "time": 0.82729}
{"mode": "train", "epoch": 9, "iter": 3400, "lr": 1e-05, "memory": 13582, "data_time": 0.03245, "loss_rpn_cls": 0.01392, "loss_rpn_bbox": 0.03481, "loss_cls": 0.1502, "acc": 94.30078, "loss_bbox": 0.20344, "loss_mask": 0.21283, "loss": 0.6152, "time": 0.83294}
{"mode": "train", "epoch": 9, "iter": 3450, "lr": 1e-05, "memory": 13582, "data_time": 0.02618, "loss_rpn_cls": 0.01455, "loss_rpn_bbox": 0.03872, "loss_cls": 0.15523, "acc": 94.05273, "loss_bbox": 0.20979, "loss_mask": 0.21812, "loss": 0.63642, "time": 0.77402}
{"mode": "train", "epoch": 9, "iter": 3500, "lr": 1e-05, "memory": 13582, "data_time": 0.03169, "loss_rpn_cls": 0.01448, "loss_rpn_bbox": 0.03728, "loss_cls": 0.15055, "acc": 94.32324, "loss_bbox": 0.20258, "loss_mask": 0.21683, "loss": 0.62172, "time": 0.77351}
{"mode": "train", "epoch": 9, "iter": 3550, "lr": 1e-05, "memory": 13582, "data_time": 0.02844, "loss_rpn_cls": 0.01381, "loss_rpn_bbox": 0.0366, "loss_cls": 0.15398, "acc": 94.13916, "loss_bbox": 0.20763, "loss_mask": 0.21732, "loss": 0.62934, "time": 0.83646}
{"mode": "train", "epoch": 9, "iter": 3600, "lr": 1e-05, "memory": 13582, "data_time": 0.03201, "loss_rpn_cls": 0.01344, "loss_rpn_bbox": 0.03621, "loss_cls": 0.14488, "acc": 94.48315, "loss_bbox": 0.20081, "loss_mask": 0.2125, "loss": 0.60784, "time": 0.81242}
{"mode": "train", "epoch": 9, "iter": 3650, "lr": 1e-05, "memory": 13582, "data_time": 0.03205, "loss_rpn_cls": 0.01334, "loss_rpn_bbox": 0.03619, "loss_cls": 0.15162, "acc": 94.25513, "loss_bbox": 0.20805, "loss_mask": 0.21686, "loss": 0.62605, "time": 0.82769}
{"mode": "train", "epoch": 9, "iter": 3700, "lr": 1e-05, "memory": 13582, "data_time": 0.03629, "loss_rpn_cls": 0.01355, "loss_rpn_bbox": 0.03798, "loss_cls": 0.15475, "acc": 94.09692, "loss_bbox": 0.2132, "loss_mask": 0.22017, "loss": 0.63963, "time": 0.83237}
{"mode": "train", "epoch": 9, "iter": 3750, "lr": 1e-05, "memory": 13582, "data_time": 0.03421, "loss_rpn_cls": 0.01354, "loss_rpn_bbox": 0.03461, "loss_cls": 0.14882, "acc": 94.33496, "loss_bbox": 0.20503, "loss_mask": 0.21414, "loss": 0.61615, "time": 0.88197}
{"mode": "train", "epoch": 9, "iter": 3800, "lr": 1e-05, "memory": 13582, "data_time": 0.03023, "loss_rpn_cls": 0.01407, "loss_rpn_bbox": 0.03798, "loss_cls": 0.15948, "acc": 93.92212, "loss_bbox": 0.21536, "loss_mask": 0.22222, "loss": 0.64911, "time": 0.77818}
{"mode": "train", "epoch": 9, "iter": 3850, "lr": 1e-05, "memory": 13582, "data_time": 0.03711, "loss_rpn_cls": 0.01342, "loss_rpn_bbox": 0.03614, "loss_cls": 0.15339, "acc": 94.21289, "loss_bbox": 0.2045, "loss_mask": 0.21445, "loss": 0.62191, "time": 0.77563}
{"mode": "train", "epoch": 9, "iter": 3900, "lr": 1e-05, "memory": 13582, "data_time": 0.03637, "loss_rpn_cls": 0.01392, "loss_rpn_bbox": 0.03569, "loss_cls": 0.15115, "acc": 94.20264, "loss_bbox": 0.20744, "loss_mask": 0.21938, "loss": 0.62758, "time": 0.77371}
{"mode": "train", "epoch": 9, "iter": 3950, "lr": 1e-05, "memory": 13582, "data_time": 0.034, "loss_rpn_cls": 0.01401, "loss_rpn_bbox": 0.03577, "loss_cls": 0.15122, "acc": 94.22681, "loss_bbox": 0.20797, "loss_mask": 0.21988, "loss": 0.62885, "time": 0.81133}
{"mode": "train", "epoch": 9, "iter": 4000, "lr": 1e-05, "memory": 13582, "data_time": 0.0321, "loss_rpn_cls": 0.01605, "loss_rpn_bbox": 0.03717, "loss_cls": 0.1527, "acc": 94.18799, "loss_bbox": 0.2061, "loss_mask": 0.22211, "loss": 0.63413, "time": 0.82564}
{"mode": "train", "epoch": 9, "iter": 4050, "lr": 1e-05, "memory": 13582, "data_time": 0.03382, "loss_rpn_cls": 0.01439, "loss_rpn_bbox": 0.03726, "loss_cls": 0.15416, "acc": 94.0686, "loss_bbox": 0.21148, "loss_mask": 0.22338, "loss": 0.64068, "time": 0.76984}
{"mode": "train", "epoch": 9, "iter": 4100, "lr": 1e-05, "memory": 13582, "data_time": 0.03165, "loss_rpn_cls": 0.01379, "loss_rpn_bbox": 0.0363, "loss_cls": 0.14778, "acc": 94.39771, "loss_bbox": 0.20184, "loss_mask": 0.21416, "loss": 0.61386, "time": 0.77989}
{"mode": "train", "epoch": 9, "iter": 4150, "lr": 1e-05, "memory": 13582, "data_time": 0.03739, "loss_rpn_cls": 0.01482, "loss_rpn_bbox": 0.03806, "loss_cls": 0.15176, "acc": 94.27466, "loss_bbox": 0.205, "loss_mask": 0.21742, "loss": 0.62706, "time": 0.87774}
{"mode": "train", "epoch": 9, "iter": 4200, "lr": 1e-05, "memory": 13582, "data_time": 0.02786, "loss_rpn_cls": 0.014, "loss_rpn_bbox": 0.03501, "loss_cls": 0.14904, "acc": 94.30347, "loss_bbox": 0.20183, "loss_mask": 0.21349, "loss": 0.61337, "time": 0.86548}
{"mode": "train", "epoch": 9, "iter": 4250, "lr": 1e-05, "memory": 13582, "data_time": 0.02833, "loss_rpn_cls": 0.01358, "loss_rpn_bbox": 0.03715, "loss_cls": 0.1546, "acc": 94.05542, "loss_bbox": 0.2128, "loss_mask": 0.2196, "loss": 0.63773, "time": 0.82732}
{"mode": "train", "epoch": 9, "iter": 4300, "lr": 1e-05, "memory": 13582, "data_time": 0.03582, "loss_rpn_cls": 0.01341, "loss_rpn_bbox": 0.03748, "loss_cls": 0.15049, "acc": 94.19873, "loss_bbox": 0.20594, "loss_mask": 0.21697, "loss": 0.62429, "time": 0.78055}
{"mode": "train", "epoch": 9, "iter": 4350, "lr": 1e-05, "memory": 13582, "data_time": 0.02844, "loss_rpn_cls": 0.01529, "loss_rpn_bbox": 0.03713, "loss_cls": 0.15412, "acc": 94.19238, "loss_bbox": 0.20553, "loss_mask": 0.21512, "loss": 0.62718, "time": 0.82433}
{"mode": "train", "epoch": 9, "iter": 4400, "lr": 1e-05, "memory": 13582, "data_time": 0.0295, "loss_rpn_cls": 0.01502, "loss_rpn_bbox": 0.03804, "loss_cls": 0.15656, "acc": 94.03711, "loss_bbox": 0.21288, "loss_mask": 0.2195, "loss": 0.642, "time": 0.78266}
{"mode": "train", "epoch": 9, "iter": 4450, "lr": 1e-05, "memory": 13582, "data_time": 0.03345, "loss_rpn_cls": 0.01565, "loss_rpn_bbox": 0.03848, "loss_cls": 0.1595, "acc": 93.9646, "loss_bbox": 0.2142, "loss_mask": 0.22854, "loss": 0.65638, "time": 0.77866}
{"mode": "train", "epoch": 9, "iter": 4500, "lr": 1e-05, "memory": 13582, "data_time": 0.03026, "loss_rpn_cls": 0.01506, "loss_rpn_bbox": 0.03922, "loss_cls": 0.15811, "acc": 94.01001, "loss_bbox": 0.21467, "loss_mask": 0.22529, "loss": 0.65235, "time": 0.81465}
{"mode": "train", "epoch": 9, "iter": 4550, "lr": 1e-05, "memory": 13582, "data_time": 0.0329, "loss_rpn_cls": 0.01266, "loss_rpn_bbox": 0.03635, "loss_cls": 0.1447, "acc": 94.54272, "loss_bbox": 0.19866, "loss_mask": 0.20773, "loss": 0.6001, "time": 0.7787}
{"mode": "train", "epoch": 9, "iter": 4600, "lr": 1e-05, "memory": 13582, "data_time": 0.03919, "loss_rpn_cls": 0.01552, "loss_rpn_bbox": 0.03951, "loss_cls": 0.15705, "acc": 94.00879, "loss_bbox": 0.21549, "loss_mask": 0.22201, "loss": 0.64959, "time": 0.8171}
{"mode": "train", "epoch": 9, "iter": 4650, "lr": 1e-05, "memory": 13582, "data_time": 0.02808, "loss_rpn_cls": 0.0132, "loss_rpn_bbox": 0.03467, "loss_cls": 0.15057, "acc": 94.22046, "loss_bbox": 0.20713, "loss_mask": 0.22045, "loss": 0.62601, "time": 0.77384}
{"mode": "train", "epoch": 9, "iter": 4700, "lr": 1e-05, "memory": 13582, "data_time": 0.03906, "loss_rpn_cls": 0.01552, "loss_rpn_bbox": 0.04025, "loss_cls": 0.16228, "acc": 93.82568, "loss_bbox": 0.21745, "loss_mask": 0.22382, "loss": 0.65931, "time": 0.78235}
{"mode": "train", "epoch": 9, "iter": 4750, "lr": 1e-05, "memory": 13582, "data_time": 0.03129, "loss_rpn_cls": 0.01529, "loss_rpn_bbox": 0.03821, "loss_cls": 0.15807, "acc": 94.04639, "loss_bbox": 0.21144, "loss_mask": 0.21837, "loss": 0.64137, "time": 0.88594}
{"mode": "train", "epoch": 9, "iter": 4800, "lr": 1e-05, "memory": 13582, "data_time": 0.03271, "loss_rpn_cls": 0.01406, "loss_rpn_bbox": 0.03613, "loss_cls": 0.14752, "acc": 94.37036, "loss_bbox": 0.20049, "loss_mask": 0.21438, "loss": 0.61259, "time": 0.86513}
{"mode": "train", "epoch": 9, "iter": 4850, "lr": 1e-05, "memory": 13582, "data_time": 0.03148, "loss_rpn_cls": 0.01338, "loss_rpn_bbox": 0.0353, "loss_cls": 0.14598, "acc": 94.37183, "loss_bbox": 0.20221, "loss_mask": 0.21418, "loss": 0.61104, "time": 0.82771}
{"mode": "train", "epoch": 9, "iter": 4900, "lr": 1e-05, "memory": 13582, "data_time": 0.02341, "loss_rpn_cls": 0.01329, "loss_rpn_bbox": 0.03545, "loss_cls": 0.14917, "acc": 94.33716, "loss_bbox": 0.20109, "loss_mask": 0.21372, "loss": 0.61271, "time": 0.82177}
{"mode": "train", "epoch": 9, "iter": 4950, "lr": 1e-05, "memory": 13582, "data_time": 0.02853, "loss_rpn_cls": 0.01411, "loss_rpn_bbox": 0.0351, "loss_cls": 0.14942, "acc": 94.37549, "loss_bbox": 0.20406, "loss_mask": 0.21845, "loss": 0.62115, "time": 0.78007}
{"mode": "train", "epoch": 9, "iter": 5000, "lr": 1e-05, "memory": 13582, "data_time": 0.03875, "loss_rpn_cls": 0.01365, "loss_rpn_bbox": 0.03654, "loss_cls": 0.16006, "acc": 93.93726, "loss_bbox": 0.21289, "loss_mask": 0.21932, "loss": 0.64246, "time": 0.78372}
{"mode": "train", "epoch": 9, "iter": 5050, "lr": 1e-05, "memory": 13582, "data_time": 0.04059, "loss_rpn_cls": 0.01482, "loss_rpn_bbox": 0.036, "loss_cls": 0.14899, "acc": 94.2605, "loss_bbox": 0.20329, "loss_mask": 0.21989, "loss": 0.62299, "time": 0.8195}
{"mode": "train", "epoch": 9, "iter": 5100, "lr": 1e-05, "memory": 13582, "data_time": 0.03065, "loss_rpn_cls": 0.01402, "loss_rpn_bbox": 0.03842, "loss_cls": 0.15448, "acc": 94.03711, "loss_bbox": 0.21138, "loss_mask": 0.22166, "loss": 0.63996, "time": 0.81833}
{"mode": "train", "epoch": 9, "iter": 5150, "lr": 1e-05, "memory": 13582, "data_time": 0.0373, "loss_rpn_cls": 0.01416, "loss_rpn_bbox": 0.03852, "loss_cls": 0.1569, "acc": 93.99268, "loss_bbox": 0.21628, "loss_mask": 0.22228, "loss": 0.64813, "time": 0.7724}
{"mode": "train", "epoch": 9, "iter": 5200, "lr": 1e-05, "memory": 13582, "data_time": 0.03474, "loss_rpn_cls": 0.01457, "loss_rpn_bbox": 0.03804, "loss_cls": 0.15597, "acc": 94.12744, "loss_bbox": 0.21386, "loss_mask": 0.22703, "loss": 0.64947, "time": 0.77383}
{"mode": "train", "epoch": 9, "iter": 5250, "lr": 1e-05, "memory": 13582, "data_time": 0.0314, "loss_rpn_cls": 0.01601, "loss_rpn_bbox": 0.0406, "loss_cls": 0.15605, "acc": 93.97974, "loss_bbox": 0.21428, "loss_mask": 0.22468, "loss": 0.65162, "time": 0.77816}
{"mode": "train", "epoch": 9, "iter": 5300, "lr": 1e-05, "memory": 13582, "data_time": 0.03232, "loss_rpn_cls": 0.01427, "loss_rpn_bbox": 0.03668, "loss_cls": 0.15316, "acc": 94.13159, "loss_bbox": 0.21196, "loss_mask": 0.21605, "loss": 0.63211, "time": 0.91521}
{"mode": "train", "epoch": 9, "iter": 5350, "lr": 1e-05, "memory": 13582, "data_time": 0.02996, "loss_rpn_cls": 0.01331, "loss_rpn_bbox": 0.03611, "loss_cls": 0.14719, "acc": 94.26685, "loss_bbox": 0.20535, "loss_mask": 0.21662, "loss": 0.61858, "time": 0.82089}
{"mode": "train", "epoch": 9, "iter": 5400, "lr": 1e-05, "memory": 13582, "data_time": 0.02607, "loss_rpn_cls": 0.01303, "loss_rpn_bbox": 0.03454, "loss_cls": 0.15219, "acc": 94.24512, "loss_bbox": 0.20581, "loss_mask": 0.21293, "loss": 0.6185, "time": 0.76959}
{"mode": "train", "epoch": 9, "iter": 5450, "lr": 1e-05, "memory": 13582, "data_time": 0.03711, "loss_rpn_cls": 0.01312, "loss_rpn_bbox": 0.03592, "loss_cls": 0.15023, "acc": 94.27002, "loss_bbox": 0.2075, "loss_mask": 0.22059, "loss": 0.62736, "time": 0.83894}
{"mode": "train", "epoch": 9, "iter": 5500, "lr": 1e-05, "memory": 13582, "data_time": 0.03493, "loss_rpn_cls": 0.01457, "loss_rpn_bbox": 0.0368, "loss_cls": 0.15415, "acc": 94.14795, "loss_bbox": 0.20533, "loss_mask": 0.21754, "loss": 0.62839, "time": 0.81426}
{"mode": "train", "epoch": 9, "iter": 5550, "lr": 1e-05, "memory": 13582, "data_time": 0.03046, "loss_rpn_cls": 0.01423, "loss_rpn_bbox": 0.03582, "loss_cls": 0.15449, "acc": 94.15039, "loss_bbox": 0.21252, "loss_mask": 0.2196, "loss": 0.63666, "time": 0.77714}
{"mode": "train", "epoch": 9, "iter": 5600, "lr": 1e-05, "memory": 13582, "data_time": 0.03728, "loss_rpn_cls": 0.01302, "loss_rpn_bbox": 0.03381, "loss_cls": 0.14764, "acc": 94.36377, "loss_bbox": 0.20137, "loss_mask": 0.2154, "loss": 0.61125, "time": 0.82028}
{"mode": "train", "epoch": 9, "iter": 5650, "lr": 1e-05, "memory": 13582, "data_time": 0.02992, "loss_rpn_cls": 0.01397, "loss_rpn_bbox": 0.03646, "loss_cls": 0.14973, "acc": 94.21216, "loss_bbox": 0.2045, "loss_mask": 0.20924, "loss": 0.6139, "time": 0.82074}
{"mode": "train", "epoch": 9, "iter": 5700, "lr": 1e-05, "memory": 13582, "data_time": 0.03075, "loss_rpn_cls": 0.01543, "loss_rpn_bbox": 0.03913, "loss_cls": 0.15466, "acc": 94.06104, "loss_bbox": 0.20639, "loss_mask": 0.2193, "loss": 0.63491, "time": 0.77978}
{"mode": "train", "epoch": 9, "iter": 5750, "lr": 1e-05, "memory": 13582, "data_time": 0.03363, "loss_rpn_cls": 0.01339, "loss_rpn_bbox": 0.03702, "loss_cls": 0.15307, "acc": 94.19189, "loss_bbox": 0.20583, "loss_mask": 0.21755, "loss": 0.62686, "time": 0.77762}
{"mode": "train", "epoch": 9, "iter": 5800, "lr": 1e-05, "memory": 13582, "data_time": 0.03687, "loss_rpn_cls": 0.01495, "loss_rpn_bbox": 0.03704, "loss_cls": 0.15412, "acc": 94.15234, "loss_bbox": 0.20553, "loss_mask": 0.21687, "loss": 0.62851, "time": 0.82443}
{"mode": "train", "epoch": 9, "iter": 5850, "lr": 1e-05, "memory": 13582, "data_time": 0.04256, "loss_rpn_cls": 0.01476, "loss_rpn_bbox": 0.03803, "loss_cls": 0.15129, "acc": 94.30078, "loss_bbox": 0.20576, "loss_mask": 0.21766, "loss": 0.62751, "time": 0.82689}
{"mode": "train", "epoch": 9, "iter": 5900, "lr": 1e-05, "memory": 13582, "data_time": 0.02877, "loss_rpn_cls": 0.01525, "loss_rpn_bbox": 0.03819, "loss_cls": 0.1615, "acc": 93.83374, "loss_bbox": 0.21617, "loss_mask": 0.2224, "loss": 0.65351, "time": 0.81824}
{"mode": "train", "epoch": 9, "iter": 5950, "lr": 1e-05, "memory": 13582, "data_time": 0.02932, "loss_rpn_cls": 0.0131, "loss_rpn_bbox": 0.03439, "loss_cls": 0.14503, "acc": 94.55908, "loss_bbox": 0.1963, "loss_mask": 0.20683, "loss": 0.59565, "time": 0.81471}
{"mode": "train", "epoch": 9, "iter": 6000, "lr": 1e-05, "memory": 13582, "data_time": 0.0361, "loss_rpn_cls": 0.01411, "loss_rpn_bbox": 0.03634, "loss_cls": 0.15183, "acc": 94.25659, "loss_bbox": 0.20655, "loss_mask": 0.22013, "loss": 0.62897, "time": 0.77407}
{"mode": "train", "epoch": 9, "iter": 6050, "lr": 1e-05, "memory": 13582, "data_time": 0.03258, "loss_rpn_cls": 0.01419, "loss_rpn_bbox": 0.03578, "loss_cls": 0.15194, "acc": 94.19287, "loss_bbox": 0.20376, "loss_mask": 0.21679, "loss": 0.62246, "time": 0.82392}
{"mode": "train", "epoch": 9, "iter": 6100, "lr": 1e-05, "memory": 13582, "data_time": 0.02719, "loss_rpn_cls": 0.01433, "loss_rpn_bbox": 0.03828, "loss_cls": 0.15216, "acc": 94.1582, "loss_bbox": 0.20771, "loss_mask": 0.21976, "loss": 0.63225, "time": 0.82196}
{"mode": "train", "epoch": 9, "iter": 6150, "lr": 1e-05, "memory": 13582, "data_time": 0.025, "loss_rpn_cls": 0.01463, "loss_rpn_bbox": 0.03758, "loss_cls": 0.15104, "acc": 94.18872, "loss_bbox": 0.20788, "loss_mask": 0.22041, "loss": 0.63154, "time": 0.81681}
{"mode": "train", "epoch": 9, "iter": 6200, "lr": 1e-05, "memory": 13582, "data_time": 0.02758, "loss_rpn_cls": 0.01448, "loss_rpn_bbox": 0.03593, "loss_cls": 0.15087, "acc": 94.26611, "loss_bbox": 0.20363, "loss_mask": 0.21393, "loss": 0.61883, "time": 0.7785}
{"mode": "train", "epoch": 9, "iter": 6250, "lr": 1e-05, "memory": 13582, "data_time": 0.04006, "loss_rpn_cls": 0.01444, "loss_rpn_bbox": 0.03731, "loss_cls": 0.15522, "acc": 94.10571, "loss_bbox": 0.21396, "loss_mask": 0.21852, "loss": 0.63944, "time": 0.81731}
{"mode": "train", "epoch": 9, "iter": 6300, "lr": 1e-05, "memory": 13582, "data_time": 0.03405, "loss_rpn_cls": 0.01328, "loss_rpn_bbox": 0.03595, "loss_cls": 0.15279, "acc": 94.13818, "loss_bbox": 0.20851, "loss_mask": 0.21772, "loss": 0.62825, "time": 0.77595}
{"mode": "train", "epoch": 9, "iter": 6350, "lr": 1e-05, "memory": 13582, "data_time": 0.03404, "loss_rpn_cls": 0.0159, "loss_rpn_bbox": 0.03858, "loss_cls": 0.16043, "acc": 93.87964, "loss_bbox": 0.21852, "loss_mask": 0.22218, "loss": 0.65562, "time": 0.78444}
{"mode": "train", "epoch": 9, "iter": 6400, "lr": 1e-05, "memory": 13582, "data_time": 0.03725, "loss_rpn_cls": 0.01518, "loss_rpn_bbox": 0.03764, "loss_cls": 0.15772, "acc": 94.04517, "loss_bbox": 0.21122, "loss_mask": 0.21781, "loss": 0.63959, "time": 0.8361}
{"mode": "train", "epoch": 9, "iter": 6450, "lr": 1e-05, "memory": 13582, "data_time": 0.02588, "loss_rpn_cls": 0.01363, "loss_rpn_bbox": 0.03507, "loss_cls": 0.14755, "acc": 94.34766, "loss_bbox": 0.20831, "loss_mask": 0.21981, "loss": 0.62437, "time": 0.82053}
{"mode": "train", "epoch": 9, "iter": 6500, "lr": 1e-05, "memory": 13582, "data_time": 0.0296, "loss_rpn_cls": 0.01401, "loss_rpn_bbox": 0.03504, "loss_cls": 0.14772, "acc": 94.30322, "loss_bbox": 0.20355, "loss_mask": 0.22113, "loss": 0.62145, "time": 0.82137}
{"mode": "train", "epoch": 9, "iter": 6550, "lr": 1e-05, "memory": 13582, "data_time": 0.03555, "loss_rpn_cls": 0.01394, "loss_rpn_bbox": 0.03777, "loss_cls": 0.15261, "acc": 94.12964, "loss_bbox": 0.21201, "loss_mask": 0.21841, "loss": 0.63475, "time": 0.82362}
{"mode": "train", "epoch": 9, "iter": 6600, "lr": 1e-05, "memory": 13582, "data_time": 0.03233, "loss_rpn_cls": 0.01321, "loss_rpn_bbox": 0.03678, "loss_cls": 0.15079, "acc": 94.26074, "loss_bbox": 0.20778, "loss_mask": 0.21533, "loss": 0.62389, "time": 0.78691}
{"mode": "train", "epoch": 9, "iter": 6650, "lr": 1e-05, "memory": 13582, "data_time": 0.0406, "loss_rpn_cls": 0.01356, "loss_rpn_bbox": 0.03586, "loss_cls": 0.1542, "acc": 94.07959, "loss_bbox": 0.21141, "loss_mask": 0.22193, "loss": 0.63696, "time": 0.77387}
{"mode": "train", "epoch": 9, "iter": 6700, "lr": 1e-05, "memory": 13582, "data_time": 0.03049, "loss_rpn_cls": 0.01267, "loss_rpn_bbox": 0.0364, "loss_cls": 0.14569, "acc": 94.39746, "loss_bbox": 0.20192, "loss_mask": 0.21782, "loss": 0.61449, "time": 0.90865}
{"mode": "train", "epoch": 9, "iter": 6750, "lr": 1e-05, "memory": 13582, "data_time": 0.02622, "loss_rpn_cls": 0.01449, "loss_rpn_bbox": 0.03801, "loss_cls": 0.15525, "acc": 94.08936, "loss_bbox": 0.21032, "loss_mask": 0.22142, "loss": 0.63948, "time": 0.82307}
{"mode": "train", "epoch": 9, "iter": 6800, "lr": 1e-05, "memory": 13582, "data_time": 0.03805, "loss_rpn_cls": 0.01586, "loss_rpn_bbox": 0.03736, "loss_cls": 0.15321, "acc": 94.12769, "loss_bbox": 0.20469, "loss_mask": 0.21478, "loss": 0.62589, "time": 0.7832}
{"mode": "train", "epoch": 9, "iter": 6850, "lr": 1e-05, "memory": 13582, "data_time": 0.03478, "loss_rpn_cls": 0.01457, "loss_rpn_bbox": 0.03804, "loss_cls": 0.15111, "acc": 94.26514, "loss_bbox": 0.21169, "loss_mask": 0.21744, "loss": 0.63286, "time": 0.78044}
{"mode": "train", "epoch": 9, "iter": 6900, "lr": 1e-05, "memory": 13582, "data_time": 0.04751, "loss_rpn_cls": 0.01507, "loss_rpn_bbox": 0.03733, "loss_cls": 0.16205, "acc": 93.86401, "loss_bbox": 0.21604, "loss_mask": 0.21955, "loss": 0.65004, "time": 0.78305}
{"mode": "train", "epoch": 9, "iter": 6950, "lr": 1e-05, "memory": 13582, "data_time": 0.02792, "loss_rpn_cls": 0.01326, "loss_rpn_bbox": 0.03668, "loss_cls": 0.15219, "acc": 94.21851, "loss_bbox": 0.21184, "loss_mask": 0.22329, "loss": 0.63726, "time": 0.77155}
{"mode": "train", "epoch": 9, "iter": 7000, "lr": 1e-05, "memory": 13582, "data_time": 0.03306, "loss_rpn_cls": 0.01541, "loss_rpn_bbox": 0.03789, "loss_cls": 0.15286, "acc": 94.09741, "loss_bbox": 0.21117, "loss_mask": 0.21943, "loss": 0.63676, "time": 0.83799}
{"mode": "train", "epoch": 9, "iter": 7050, "lr": 1e-05, "memory": 13582, "data_time": 0.03683, "loss_rpn_cls": 0.0141, "loss_rpn_bbox": 0.03637, "loss_cls": 0.15652, "acc": 94.03467, "loss_bbox": 0.21319, "loss_mask": 0.21811, "loss": 0.63829, "time": 0.82624}
{"mode": "train", "epoch": 9, "iter": 7100, "lr": 1e-05, "memory": 13582, "data_time": 0.04053, "loss_rpn_cls": 0.01297, "loss_rpn_bbox": 0.03645, "loss_cls": 0.14839, "acc": 94.39185, "loss_bbox": 0.2024, "loss_mask": 0.21561, "loss": 0.61583, "time": 0.82064}
{"mode": "train", "epoch": 9, "iter": 7150, "lr": 1e-05, "memory": 13582, "data_time": 0.04741, "loss_rpn_cls": 0.01457, "loss_rpn_bbox": 0.03592, "loss_cls": 0.1506, "acc": 94.2478, "loss_bbox": 0.20329, "loss_mask": 0.21602, "loss": 0.6204, "time": 0.83554}
{"mode": "train", "epoch": 9, "iter": 7200, "lr": 1e-05, "memory": 13582, "data_time": 0.04491, "loss_rpn_cls": 0.01351, "loss_rpn_bbox": 0.03529, "loss_cls": 0.14863, "acc": 94.27832, "loss_bbox": 0.20521, "loss_mask": 0.21487, "loss": 0.6175, "time": 0.78205}
{"mode": "train", "epoch": 9, "iter": 7250, "lr": 1e-05, "memory": 13582, "data_time": 0.0319, "loss_rpn_cls": 0.01424, "loss_rpn_bbox": 0.03679, "loss_cls": 0.14875, "acc": 94.24219, "loss_bbox": 0.20641, "loss_mask": 0.21716, "loss": 0.62335, "time": 0.87194}
{"mode": "train", "epoch": 9, "iter": 7300, "lr": 1e-05, "memory": 13582, "data_time": 0.02967, "loss_rpn_cls": 0.01286, "loss_rpn_bbox": 0.0364, "loss_cls": 0.14871, "acc": 94.30029, "loss_bbox": 0.20607, "loss_mask": 0.2164, "loss": 0.62044, "time": 0.86763}
{"mode": "val", "epoch": 9, "iter": 625, "lr": 1e-05, "bbox_mAP": 0.469, "bbox_mAP_50": 0.699, "bbox_mAP_75": 0.507, "bbox_mAP_s": 0.279, "bbox_mAP_m": 0.504, "bbox_mAP_l": 0.653, "bbox_mAP_copypaste": "0.469 0.699 0.507 0.279 0.504 0.653", "segm_mAP": 0.416, "segm_mAP_50": 0.659, "segm_mAP_75": 0.443, "segm_mAP_s": 0.195, "segm_mAP_m": 0.448, "segm_mAP_l": 0.642, "segm_mAP_copypaste": "0.416 0.659 0.443 0.195 0.448 0.642"}
{"mode": "train", "epoch": 10, "iter": 50, "lr": 1e-05, "memory": 13582, "data_time": 0.09604, "loss_rpn_cls": 0.01377, "loss_rpn_bbox": 0.03578, "loss_cls": 0.1495, "acc": 94.26953, "loss_bbox": 0.20523, "loss_mask": 0.21614, "loss": 0.62043, "time": 0.9794}
{"mode": "train", "epoch": 10, "iter": 100, "lr": 1e-05, "memory": 13582, "data_time": 0.03039, "loss_rpn_cls": 0.01383, "loss_rpn_bbox": 0.03787, "loss_cls": 0.15195, "acc": 94.14136, "loss_bbox": 0.21212, "loss_mask": 0.21892, "loss": 0.6347, "time": 0.8658}
{"mode": "train", "epoch": 10, "iter": 150, "lr": 1e-05, "memory": 13582, "data_time": 0.03153, "loss_rpn_cls": 0.01395, "loss_rpn_bbox": 0.03724, "loss_cls": 0.15072, "acc": 94.2312, "loss_bbox": 0.20457, "loss_mask": 0.21435, "loss": 0.62083, "time": 0.77483}
{"mode": "train", "epoch": 10, "iter": 200, "lr": 1e-05, "memory": 13582, "data_time": 0.03202, "loss_rpn_cls": 0.01405, "loss_rpn_bbox": 0.03603, "loss_cls": 0.15963, "acc": 93.87769, "loss_bbox": 0.21785, "loss_mask": 0.22323, "loss": 0.6508, "time": 0.77714}
{"mode": "train", "epoch": 10, "iter": 250, "lr": 1e-05, "memory": 13582, "data_time": 0.02831, "loss_rpn_cls": 0.01337, "loss_rpn_bbox": 0.03579, "loss_cls": 0.14718, "acc": 94.35107, "loss_bbox": 0.20623, "loss_mask": 0.21635, "loss": 0.61891, "time": 0.7751}
{"mode": "train", "epoch": 10, "iter": 300, "lr": 1e-05, "memory": 13582, "data_time": 0.04178, "loss_rpn_cls": 0.01399, "loss_rpn_bbox": 0.0367, "loss_cls": 0.14907, "acc": 94.28979, "loss_bbox": 0.20794, "loss_mask": 0.21886, "loss": 0.62656, "time": 0.76582}
{"mode": "train", "epoch": 10, "iter": 350, "lr": 1e-05, "memory": 13582, "data_time": 0.03336, "loss_rpn_cls": 0.01384, "loss_rpn_bbox": 0.03878, "loss_cls": 0.15405, "acc": 94.06177, "loss_bbox": 0.21168, "loss_mask": 0.22321, "loss": 0.64156, "time": 0.76927}
{"mode": "train", "epoch": 10, "iter": 400, "lr": 1e-05, "memory": 13582, "data_time": 0.02938, "loss_rpn_cls": 0.01189, "loss_rpn_bbox": 0.03187, "loss_cls": 0.13853, "acc": 94.68994, "loss_bbox": 0.18958, "loss_mask": 0.20902, "loss": 0.58089, "time": 0.76552}
{"mode": "train", "epoch": 10, "iter": 450, "lr": 1e-05, "memory": 13582, "data_time": 0.03915, "loss_rpn_cls": 0.0122, "loss_rpn_bbox": 0.03592, "loss_cls": 0.14436, "acc": 94.43677, "loss_bbox": 0.20294, "loss_mask": 0.2128, "loss": 0.60822, "time": 0.76804}
{"mode": "train", "epoch": 10, "iter": 500, "lr": 1e-05, "memory": 13582, "data_time": 0.0326, "loss_rpn_cls": 0.01333, "loss_rpn_bbox": 0.03599, "loss_cls": 0.14487, "acc": 94.46973, "loss_bbox": 0.20015, "loss_mask": 0.21462, "loss": 0.60895, "time": 0.82151}
{"mode": "train", "epoch": 10, "iter": 550, "lr": 1e-05, "memory": 13582, "data_time": 0.03263, "loss_rpn_cls": 0.01357, "loss_rpn_bbox": 0.03548, "loss_cls": 0.1523, "acc": 94.26636, "loss_bbox": 0.20892, "loss_mask": 0.21877, "loss": 0.62903, "time": 0.76808}
{"mode": "train", "epoch": 10, "iter": 600, "lr": 1e-05, "memory": 13582, "data_time": 0.03142, "loss_rpn_cls": 0.01336, "loss_rpn_bbox": 0.03611, "loss_cls": 0.14773, "acc": 94.32251, "loss_bbox": 0.20464, "loss_mask": 0.21321, "loss": 0.61506, "time": 0.84491}
{"mode": "train", "epoch": 10, "iter": 650, "lr": 1e-05, "memory": 13582, "data_time": 0.04384, "loss_rpn_cls": 0.01402, "loss_rpn_bbox": 0.03707, "loss_cls": 0.15344, "acc": 94.09741, "loss_bbox": 0.20801, "loss_mask": 0.21968, "loss": 0.63223, "time": 0.91777}
{"mode": "train", "epoch": 10, "iter": 700, "lr": 1e-05, "memory": 13582, "data_time": 0.02972, "loss_rpn_cls": 0.01388, "loss_rpn_bbox": 0.03829, "loss_cls": 0.15429, "acc": 94.08813, "loss_bbox": 0.21184, "loss_mask": 0.21505, "loss": 0.63336, "time": 0.77349}
{"mode": "train", "epoch": 10, "iter": 750, "lr": 1e-05, "memory": 13582, "data_time": 0.02748, "loss_rpn_cls": 0.01391, "loss_rpn_bbox": 0.0358, "loss_cls": 0.14724, "acc": 94.33911, "loss_bbox": 0.20494, "loss_mask": 0.21548, "loss": 0.61737, "time": 0.82332}
{"mode": "train", "epoch": 10, "iter": 800, "lr": 1e-05, "memory": 13582, "data_time": 0.0354, "loss_rpn_cls": 0.01282, "loss_rpn_bbox": 0.03527, "loss_cls": 0.14567, "acc": 94.45972, "loss_bbox": 0.20206, "loss_mask": 0.21485, "loss": 0.61066, "time": 0.76845}
{"mode": "train", "epoch": 10, "iter": 850, "lr": 1e-05, "memory": 13582, "data_time": 0.03133, "loss_rpn_cls": 0.01365, "loss_rpn_bbox": 0.03504, "loss_cls": 0.15155, "acc": 94.23657, "loss_bbox": 0.20694, "loss_mask": 0.21554, "loss": 0.62272, "time": 0.82086}
{"mode": "train", "epoch": 10, "iter": 900, "lr": 1e-05, "memory": 13582, "data_time": 0.03363, "loss_rpn_cls": 0.01398, "loss_rpn_bbox": 0.03833, "loss_cls": 0.15109, "acc": 94.16772, "loss_bbox": 0.21031, "loss_mask": 0.21998, "loss": 0.63368, "time": 0.77672}
{"mode": "train", "epoch": 10, "iter": 950, "lr": 1e-05, "memory": 13582, "data_time": 0.03265, "loss_rpn_cls": 0.01298, "loss_rpn_bbox": 0.03616, "loss_cls": 0.15422, "acc": 94.08301, "loss_bbox": 0.21588, "loss_mask": 0.21982, "loss": 0.63906, "time": 0.773}
{"mode": "train", "epoch": 10, "iter": 1000, "lr": 1e-05, "memory": 13582, "data_time": 0.03255, "loss_rpn_cls": 0.01396, "loss_rpn_bbox": 0.03689, "loss_cls": 0.14806, "acc": 94.33521, "loss_bbox": 0.20277, "loss_mask": 0.21465, "loss": 0.61633, "time": 0.83146}
{"mode": "train", "epoch": 10, "iter": 1050, "lr": 1e-05, "memory": 13582, "data_time": 0.0281, "loss_rpn_cls": 0.0138, "loss_rpn_bbox": 0.03478, "loss_cls": 0.14625, "acc": 94.42065, "loss_bbox": 0.19881, "loss_mask": 0.2133, "loss": 0.60692, "time": 0.76967}
{"mode": "train", "epoch": 10, "iter": 1100, "lr": 1e-05, "memory": 13582, "data_time": 0.03331, "loss_rpn_cls": 0.01288, "loss_rpn_bbox": 0.03499, "loss_cls": 0.14259, "acc": 94.59766, "loss_bbox": 0.19291, "loss_mask": 0.20735, "loss": 0.59073, "time": 0.77249}
{"mode": "train", "epoch": 10, "iter": 1150, "lr": 1e-05, "memory": 13582, "data_time": 0.0335, "loss_rpn_cls": 0.0142, "loss_rpn_bbox": 0.03687, "loss_cls": 0.15045, "acc": 94.23975, "loss_bbox": 0.20744, "loss_mask": 0.21802, "loss": 0.62698, "time": 0.76728}
{"mode": "train", "epoch": 10, "iter": 1200, "lr": 1e-05, "memory": 13582, "data_time": 0.07302, "loss_rpn_cls": 0.01386, "loss_rpn_bbox": 0.0356, "loss_cls": 0.14741, "acc": 94.31812, "loss_bbox": 0.20686, "loss_mask": 0.22373, "loss": 0.62745, "time": 0.95689}
{"mode": "train", "epoch": 10, "iter": 1250, "lr": 1e-05, "memory": 13582, "data_time": 0.03696, "loss_rpn_cls": 0.01451, "loss_rpn_bbox": 0.03722, "loss_cls": 0.15658, "acc": 93.99438, "loss_bbox": 0.21114, "loss_mask": 0.21862, "loss": 0.63807, "time": 0.88636}
{"mode": "train", "epoch": 10, "iter": 1300, "lr": 1e-05, "memory": 13582, "data_time": 0.03586, "loss_rpn_cls": 0.01416, "loss_rpn_bbox": 0.03605, "loss_cls": 0.15044, "acc": 94.29199, "loss_bbox": 0.20489, "loss_mask": 0.21458, "loss": 0.62013, "time": 0.76992}
{"mode": "train", "epoch": 10, "iter": 1350, "lr": 1e-05, "memory": 13582, "data_time": 0.03369, "loss_rpn_cls": 0.01466, "loss_rpn_bbox": 0.03668, "loss_cls": 0.15013, "acc": 94.29224, "loss_bbox": 0.2047, "loss_mask": 0.21761, "loss": 0.62379, "time": 0.81115}
{"mode": "train", "epoch": 10, "iter": 1400, "lr": 1e-05, "memory": 13582, "data_time": 0.03542, "loss_rpn_cls": 0.01342, "loss_rpn_bbox": 0.03439, "loss_cls": 0.14318, "acc": 94.50244, "loss_bbox": 0.1973, "loss_mask": 0.21006, "loss": 0.59835, "time": 0.76973}
{"mode": "train", "epoch": 10, "iter": 1450, "lr": 1e-05, "memory": 13582, "data_time": 0.04367, "loss_rpn_cls": 0.01385, "loss_rpn_bbox": 0.03602, "loss_cls": 0.14539, "acc": 94.40942, "loss_bbox": 0.20491, "loss_mask": 0.21556, "loss": 0.61573, "time": 0.77603}
{"mode": "train", "epoch": 10, "iter": 1500, "lr": 1e-05, "memory": 13582, "data_time": 0.0398, "loss_rpn_cls": 0.01281, "loss_rpn_bbox": 0.03509, "loss_cls": 0.14826, "acc": 94.35156, "loss_bbox": 0.2011, "loss_mask": 0.21752, "loss": 0.61479, "time": 0.7678}
{"mode": "train", "epoch": 10, "iter": 1550, "lr": 1e-05, "memory": 13582, "data_time": 0.03539, "loss_rpn_cls": 0.01332, "loss_rpn_bbox": 0.03605, "loss_cls": 0.14579, "acc": 94.40967, "loss_bbox": 0.19977, "loss_mask": 0.21454, "loss": 0.60947, "time": 0.77601}
{"mode": "train", "epoch": 10, "iter": 1600, "lr": 1e-05, "memory": 13582, "data_time": 0.03675, "loss_rpn_cls": 0.01388, "loss_rpn_bbox": 0.03706, "loss_cls": 0.15145, "acc": 94.15918, "loss_bbox": 0.20826, "loss_mask": 0.21812, "loss": 0.62877, "time": 0.81734}
{"mode": "train", "epoch": 10, "iter": 1650, "lr": 1e-05, "memory": 13582, "data_time": 0.03429, "loss_rpn_cls": 0.01225, "loss_rpn_bbox": 0.03404, "loss_cls": 0.14525, "acc": 94.47388, "loss_bbox": 0.20093, "loss_mask": 0.21114, "loss": 0.60361, "time": 0.7751}
{"mode": "train", "epoch": 10, "iter": 1700, "lr": 1e-05, "memory": 13582, "data_time": 0.03105, "loss_rpn_cls": 0.01207, "loss_rpn_bbox": 0.03343, "loss_cls": 0.14043, "acc": 94.65332, "loss_bbox": 0.19608, "loss_mask": 0.20768, "loss": 0.58969, "time": 0.76823}
{"mode": "train", "epoch": 10, "iter": 1750, "lr": 1e-05, "memory": 13582, "data_time": 0.03119, "loss_rpn_cls": 0.01288, "loss_rpn_bbox": 0.03429, "loss_cls": 0.14948, "acc": 94.30908, "loss_bbox": 0.20341, "loss_mask": 0.2198, "loss": 0.61987, "time": 0.8574}
{"mode": "train", "epoch": 10, "iter": 1800, "lr": 1e-05, "memory": 13582, "data_time": 0.03842, "loss_rpn_cls": 0.01496, "loss_rpn_bbox": 0.03609, "loss_cls": 0.14761, "acc": 94.33398, "loss_bbox": 0.20253, "loss_mask": 0.21755, "loss": 0.61874, "time": 0.9913}
{"mode": "train", "epoch": 10, "iter": 1850, "lr": 1e-05, "memory": 13582, "data_time": 0.03998, "loss_rpn_cls": 0.01265, "loss_rpn_bbox": 0.03539, "loss_cls": 0.14863, "acc": 94.29175, "loss_bbox": 0.20694, "loss_mask": 0.21691, "loss": 0.62053, "time": 0.77057}
{"mode": "train", "epoch": 10, "iter": 1900, "lr": 1e-05, "memory": 13582, "data_time": 0.03101, "loss_rpn_cls": 0.01292, "loss_rpn_bbox": 0.03623, "loss_cls": 0.1518, "acc": 94.1167, "loss_bbox": 0.20852, "loss_mask": 0.2158, "loss": 0.62527, "time": 0.77643}
{"mode": "train", "epoch": 10, "iter": 1950, "lr": 1e-05, "memory": 13582, "data_time": 0.02933, "loss_rpn_cls": 0.01359, "loss_rpn_bbox": 0.03543, "loss_cls": 0.14472, "acc": 94.47363, "loss_bbox": 0.20175, "loss_mask": 0.21565, "loss": 0.61114, "time": 0.81406}
{"mode": "train", "epoch": 10, "iter": 2000, "lr": 1e-05, "memory": 13582, "data_time": 0.03972, "loss_rpn_cls": 0.01281, "loss_rpn_bbox": 0.03627, "loss_cls": 0.15265, "acc": 94.13672, "loss_bbox": 0.20857, "loss_mask": 0.2173, "loss": 0.62761, "time": 0.77297}
{"mode": "train", "epoch": 10, "iter": 2050, "lr": 1e-05, "memory": 13582, "data_time": 0.02918, "loss_rpn_cls": 0.01352, "loss_rpn_bbox": 0.0357, "loss_cls": 0.14617, "acc": 94.44336, "loss_bbox": 0.20155, "loss_mask": 0.21243, "loss": 0.60937, "time": 0.76907}
{"mode": "train", "epoch": 10, "iter": 2100, "lr": 1e-05, "memory": 13582, "data_time": 0.05225, "loss_rpn_cls": 0.0143, "loss_rpn_bbox": 0.03859, "loss_cls": 0.15435, "acc": 94.0293, "loss_bbox": 0.21639, "loss_mask": 0.21919, "loss": 0.64281, "time": 0.77712}
{"mode": "train", "epoch": 10, "iter": 2150, "lr": 1e-05, "memory": 13582, "data_time": 0.0368, "loss_rpn_cls": 0.01383, "loss_rpn_bbox": 0.03733, "loss_cls": 0.15569, "acc": 94.0918, "loss_bbox": 0.21154, "loss_mask": 0.21675, "loss": 0.63514, "time": 0.77639}
{"mode": "train", "epoch": 10, "iter": 2200, "lr": 1e-05, "memory": 13582, "data_time": 0.04138, "loss_rpn_cls": 0.01304, "loss_rpn_bbox": 0.03515, "loss_cls": 0.14256, "acc": 94.46924, "loss_bbox": 0.19555, "loss_mask": 0.20857, "loss": 0.59485, "time": 0.81889}
{"mode": "train", "epoch": 10, "iter": 2250, "lr": 1e-05, "memory": 13582, "data_time": 0.03513, "loss_rpn_cls": 0.01441, "loss_rpn_bbox": 0.03795, "loss_cls": 0.15808, "acc": 93.94092, "loss_bbox": 0.2145, "loss_mask": 0.2167, "loss": 0.64163, "time": 0.82133}
{"mode": "train", "epoch": 10, "iter": 2300, "lr": 1e-05, "memory": 13582, "data_time": 0.03749, "loss_rpn_cls": 0.01455, "loss_rpn_bbox": 0.03751, "loss_cls": 0.14867, "acc": 94.4104, "loss_bbox": 0.20624, "loss_mask": 0.22269, "loss": 0.62967, "time": 0.82205}
{"mode": "train", "epoch": 10, "iter": 2350, "lr": 1e-05, "memory": 13582, "data_time": 0.03615, "loss_rpn_cls": 0.0144, "loss_rpn_bbox": 0.04007, "loss_cls": 0.16062, "acc": 93.86548, "loss_bbox": 0.22253, "loss_mask": 0.22414, "loss": 0.66177, "time": 0.78466}
{"mode": "train", "epoch": 10, "iter": 2400, "lr": 1e-05, "memory": 13582, "data_time": 0.03192, "loss_rpn_cls": 0.01351, "loss_rpn_bbox": 0.03649, "loss_cls": 0.14869, "acc": 94.32812, "loss_bbox": 0.20591, "loss_mask": 0.21799, "loss": 0.6226, "time": 0.9526}
{"mode": "train", "epoch": 10, "iter": 2450, "lr": 1e-05, "memory": 13582, "data_time": 0.02653, "loss_rpn_cls": 0.01479, "loss_rpn_bbox": 0.03776, "loss_cls": 0.157, "acc": 93.98218, "loss_bbox": 0.21521, "loss_mask": 0.2211, "loss": 0.64586, "time": 0.76958}
{"mode": "train", "epoch": 10, "iter": 2500, "lr": 1e-05, "memory": 13582, "data_time": 0.03191, "loss_rpn_cls": 0.01435, "loss_rpn_bbox": 0.03789, "loss_cls": 0.15489, "acc": 94.11499, "loss_bbox": 0.21392, "loss_mask": 0.2202, "loss": 0.64124, "time": 0.81644}
{"mode": "train", "epoch": 10, "iter": 2550, "lr": 1e-05, "memory": 13582, "data_time": 0.03663, "loss_rpn_cls": 0.0154, "loss_rpn_bbox": 0.03913, "loss_cls": 0.15516, "acc": 94.0105, "loss_bbox": 0.21586, "loss_mask": 0.22268, "loss": 0.64823, "time": 0.78313}
{"mode": "train", "epoch": 10, "iter": 2600, "lr": 1e-05, "memory": 13582, "data_time": 0.03025, "loss_rpn_cls": 0.01324, "loss_rpn_bbox": 0.03484, "loss_cls": 0.14317, "acc": 94.54712, "loss_bbox": 0.20012, "loss_mask": 0.21031, "loss": 0.60168, "time": 0.77066}
{"mode": "train", "epoch": 10, "iter": 2650, "lr": 1e-05, "memory": 13582, "data_time": 0.04026, "loss_rpn_cls": 0.01432, "loss_rpn_bbox": 0.03705, "loss_cls": 0.15258, "acc": 94.11597, "loss_bbox": 0.20696, "loss_mask": 0.21722, "loss": 0.62812, "time": 0.77985}
{"mode": "train", "epoch": 10, "iter": 2700, "lr": 1e-05, "memory": 13582, "data_time": 0.03848, "loss_rpn_cls": 0.01406, "loss_rpn_bbox": 0.03689, "loss_cls": 0.151, "acc": 94.28003, "loss_bbox": 0.21113, "loss_mask": 0.21804, "loss": 0.63113, "time": 0.77446}
{"mode": "train", "epoch": 10, "iter": 2750, "lr": 1e-05, "memory": 13582, "data_time": 0.03736, "loss_rpn_cls": 0.01205, "loss_rpn_bbox": 0.03525, "loss_cls": 0.14483, "acc": 94.41162, "loss_bbox": 0.20241, "loss_mask": 0.21443, "loss": 0.60897, "time": 0.81088}
{"mode": "train", "epoch": 10, "iter": 2800, "lr": 1e-05, "memory": 13582, "data_time": 0.03973, "loss_rpn_cls": 0.01477, "loss_rpn_bbox": 0.03599, "loss_cls": 0.15202, "acc": 94.18091, "loss_bbox": 0.20919, "loss_mask": 0.21911, "loss": 0.63107, "time": 0.77476}
{"mode": "train", "epoch": 10, "iter": 2850, "lr": 1e-05, "memory": 13582, "data_time": 0.02754, "loss_rpn_cls": 0.01195, "loss_rpn_bbox": 0.03443, "loss_cls": 0.1466, "acc": 94.38428, "loss_bbox": 0.19929, "loss_mask": 0.21343, "loss": 0.60571, "time": 0.81575}
{"mode": "train", "epoch": 10, "iter": 2900, "lr": 1e-05, "memory": 13582, "data_time": 0.03712, "loss_rpn_cls": 0.01351, "loss_rpn_bbox": 0.03729, "loss_cls": 0.15368, "acc": 94.23071, "loss_bbox": 0.21021, "loss_mask": 0.21985, "loss": 0.63454, "time": 0.82419}
{"mode": "train", "epoch": 10, "iter": 2950, "lr": 1e-05, "memory": 13582, "data_time": 0.02826, "loss_rpn_cls": 0.01474, "loss_rpn_bbox": 0.03929, "loss_cls": 0.15491, "acc": 94.07153, "loss_bbox": 0.2124, "loss_mask": 0.22418, "loss": 0.6455, "time": 0.77251}
{"mode": "train", "epoch": 10, "iter": 3000, "lr": 1e-05, "memory": 13582, "data_time": 0.03596, "loss_rpn_cls": 0.01305, "loss_rpn_bbox": 0.03726, "loss_cls": 0.14908, "acc": 94.31128, "loss_bbox": 0.20269, "loss_mask": 0.21819, "loss": 0.62027, "time": 0.99099}
{"mode": "train", "epoch": 10, "iter": 3050, "lr": 1e-05, "memory": 13582, "data_time": 0.03183, "loss_rpn_cls": 0.01447, "loss_rpn_bbox": 0.03822, "loss_cls": 0.15472, "acc": 94.13525, "loss_bbox": 0.21061, "loss_mask": 0.22152, "loss": 0.63954, "time": 0.77009}
{"mode": "train", "epoch": 10, "iter": 3100, "lr": 1e-05, "memory": 13582, "data_time": 0.03356, "loss_rpn_cls": 0.0134, "loss_rpn_bbox": 0.0356, "loss_cls": 0.15394, "acc": 94.13159, "loss_bbox": 0.20631, "loss_mask": 0.21419, "loss": 0.62344, "time": 0.77427}
{"mode": "train", "epoch": 10, "iter": 3150, "lr": 1e-05, "memory": 13582, "data_time": 0.02952, "loss_rpn_cls": 0.01436, "loss_rpn_bbox": 0.03635, "loss_cls": 0.14945, "acc": 94.24634, "loss_bbox": 0.20325, "loss_mask": 0.21625, "loss": 0.61967, "time": 0.76738}
{"mode": "train", "epoch": 10, "iter": 3200, "lr": 1e-05, "memory": 13582, "data_time": 0.02999, "loss_rpn_cls": 0.01335, "loss_rpn_bbox": 0.03739, "loss_cls": 0.14968, "acc": 94.21631, "loss_bbox": 0.20596, "loss_mask": 0.21426, "loss": 0.62064, "time": 0.7688}
{"mode": "train", "epoch": 10, "iter": 3250, "lr": 1e-05, "memory": 13582, "data_time": 0.03301, "loss_rpn_cls": 0.01262, "loss_rpn_bbox": 0.03593, "loss_cls": 0.14571, "acc": 94.38599, "loss_bbox": 0.201, "loss_mask": 0.21694, "loss": 0.6122, "time": 0.76774}
{"mode": "train", "epoch": 10, "iter": 3300, "lr": 1e-05, "memory": 13582, "data_time": 0.03142, "loss_rpn_cls": 0.01296, "loss_rpn_bbox": 0.03581, "loss_cls": 0.14643, "acc": 94.38135, "loss_bbox": 0.20457, "loss_mask": 0.21295, "loss": 0.61273, "time": 0.77388}
{"mode": "train", "epoch": 10, "iter": 3350, "lr": 1e-05, "memory": 13582, "data_time": 0.0302, "loss_rpn_cls": 0.01293, "loss_rpn_bbox": 0.03494, "loss_cls": 0.14465, "acc": 94.42236, "loss_bbox": 0.19994, "loss_mask": 0.21133, "loss": 0.60379, "time": 0.81494}
{"mode": "train", "epoch": 10, "iter": 3400, "lr": 1e-05, "memory": 13582, "data_time": 0.03468, "loss_rpn_cls": 0.01293, "loss_rpn_bbox": 0.03611, "loss_cls": 0.14897, "acc": 94.29712, "loss_bbox": 0.20509, "loss_mask": 0.21451, "loss": 0.61761, "time": 0.77585}
{"mode": "train", "epoch": 10, "iter": 3450, "lr": 1e-05, "memory": 13582, "data_time": 0.03648, "loss_rpn_cls": 0.01303, "loss_rpn_bbox": 0.03592, "loss_cls": 0.14569, "acc": 94.41724, "loss_bbox": 0.20534, "loss_mask": 0.21883, "loss": 0.61881, "time": 0.814}
{"mode": "train", "epoch": 10, "iter": 3500, "lr": 1e-05, "memory": 13582, "data_time": 0.03271, "loss_rpn_cls": 0.01456, "loss_rpn_bbox": 0.03757, "loss_cls": 0.1567, "acc": 93.99072, "loss_bbox": 0.21181, "loss_mask": 0.22135, "loss": 0.64199, "time": 0.86043}
{"mode": "train", "epoch": 10, "iter": 3550, "lr": 1e-05, "memory": 13582, "data_time": 0.03336, "loss_rpn_cls": 0.01388, "loss_rpn_bbox": 0.0349, "loss_cls": 0.1515, "acc": 94.2373, "loss_bbox": 0.20894, "loss_mask": 0.21735, "loss": 0.62656, "time": 0.77745}
{"mode": "train", "epoch": 10, "iter": 3600, "lr": 1e-05, "memory": 13582, "data_time": 0.02983, "loss_rpn_cls": 0.01339, "loss_rpn_bbox": 0.03687, "loss_cls": 0.15332, "acc": 94.09204, "loss_bbox": 0.21244, "loss_mask": 0.21829, "loss": 0.63431, "time": 0.90753}
{"mode": "train", "epoch": 10, "iter": 3650, "lr": 1e-05, "memory": 13582, "data_time": 0.03695, "loss_rpn_cls": 0.01349, "loss_rpn_bbox": 0.03763, "loss_cls": 0.14944, "acc": 94.24487, "loss_bbox": 0.20542, "loss_mask": 0.21654, "loss": 0.62251, "time": 0.83046}
{"mode": "train", "epoch": 10, "iter": 3700, "lr": 1e-05, "memory": 13582, "data_time": 0.03373, "loss_rpn_cls": 0.01311, "loss_rpn_bbox": 0.03433, "loss_cls": 0.1457, "acc": 94.46509, "loss_bbox": 0.19924, "loss_mask": 0.21093, "loss": 0.60332, "time": 0.77361}
{"mode": "train", "epoch": 10, "iter": 3750, "lr": 1e-05, "memory": 13582, "data_time": 0.03308, "loss_rpn_cls": 0.01253, "loss_rpn_bbox": 0.03558, "loss_cls": 0.1494, "acc": 94.3645, "loss_bbox": 0.20656, "loss_mask": 0.21621, "loss": 0.62027, "time": 0.7699}
{"mode": "train", "epoch": 10, "iter": 3800, "lr": 1e-05, "memory": 13582, "data_time": 0.03314, "loss_rpn_cls": 0.01213, "loss_rpn_bbox": 0.03555, "loss_cls": 0.14686, "acc": 94.31543, "loss_bbox": 0.20243, "loss_mask": 0.21725, "loss": 0.61423, "time": 0.77278}
{"mode": "train", "epoch": 10, "iter": 3850, "lr": 1e-05, "memory": 13582, "data_time": 0.03595, "loss_rpn_cls": 0.01404, "loss_rpn_bbox": 0.03627, "loss_cls": 0.15253, "acc": 94.14844, "loss_bbox": 0.21138, "loss_mask": 0.21689, "loss": 0.63112, "time": 0.77779}
{"mode": "train", "epoch": 10, "iter": 3900, "lr": 1e-05, "memory": 13582, "data_time": 0.03766, "loss_rpn_cls": 0.01452, "loss_rpn_bbox": 0.0379, "loss_cls": 0.15372, "acc": 94.10376, "loss_bbox": 0.2087, "loss_mask": 0.21879, "loss": 0.63363, "time": 0.81944}
{"mode": "train", "epoch": 10, "iter": 3950, "lr": 1e-05, "memory": 13582, "data_time": 0.03291, "loss_rpn_cls": 0.01407, "loss_rpn_bbox": 0.03536, "loss_cls": 0.14538, "acc": 94.39355, "loss_bbox": 0.20115, "loss_mask": 0.21358, "loss": 0.60954, "time": 0.77806}
{"mode": "train", "epoch": 10, "iter": 4000, "lr": 1e-05, "memory": 13582, "data_time": 0.03028, "loss_rpn_cls": 0.01328, "loss_rpn_bbox": 0.03609, "loss_cls": 0.15007, "acc": 94.32715, "loss_bbox": 0.2063, "loss_mask": 0.21853, "loss": 0.62427, "time": 0.77333}
{"mode": "train", "epoch": 10, "iter": 4050, "lr": 1e-05, "memory": 13582, "data_time": 0.03616, "loss_rpn_cls": 0.01438, "loss_rpn_bbox": 0.03898, "loss_cls": 0.1585, "acc": 93.8877, "loss_bbox": 0.21634, "loss_mask": 0.21859, "loss": 0.64679, "time": 0.90788}
{"mode": "train", "epoch": 10, "iter": 4100, "lr": 1e-05, "memory": 13582, "data_time": 0.03025, "loss_rpn_cls": 0.01333, "loss_rpn_bbox": 0.03666, "loss_cls": 0.15175, "acc": 94.21484, "loss_bbox": 0.20854, "loss_mask": 0.21511, "loss": 0.62539, "time": 0.77441}
{"mode": "train", "epoch": 10, "iter": 4150, "lr": 1e-05, "memory": 13582, "data_time": 0.03153, "loss_rpn_cls": 0.01567, "loss_rpn_bbox": 0.03927, "loss_cls": 0.15557, "acc": 94.11987, "loss_bbox": 0.21661, "loss_mask": 0.22348, "loss": 0.6506, "time": 0.89667}
{"mode": "train", "epoch": 10, "iter": 4200, "lr": 1e-05, "memory": 13582, "data_time": 0.03093, "loss_rpn_cls": 0.01422, "loss_rpn_bbox": 0.03655, "loss_cls": 0.15051, "acc": 94.28394, "loss_bbox": 0.20654, "loss_mask": 0.21985, "loss": 0.62767, "time": 0.87532}
{"mode": "train", "epoch": 10, "iter": 4250, "lr": 1e-05, "memory": 13582, "data_time": 0.0326, "loss_rpn_cls": 0.01415, "loss_rpn_bbox": 0.0385, "loss_cls": 0.14856, "acc": 94.25513, "loss_bbox": 0.20437, "loss_mask": 0.21986, "loss": 0.62544, "time": 0.77672}
{"mode": "train", "epoch": 10, "iter": 4300, "lr": 1e-05, "memory": 13582, "data_time": 0.02707, "loss_rpn_cls": 0.01226, "loss_rpn_bbox": 0.03388, "loss_cls": 0.1408, "acc": 94.63403, "loss_bbox": 0.19783, "loss_mask": 0.21815, "loss": 0.60292, "time": 0.76636}
{"mode": "train", "epoch": 10, "iter": 4350, "lr": 1e-05, "memory": 13582, "data_time": 0.03762, "loss_rpn_cls": 0.01462, "loss_rpn_bbox": 0.0347, "loss_cls": 0.14108, "acc": 94.63989, "loss_bbox": 0.1946, "loss_mask": 0.21446, "loss": 0.59946, "time": 0.76678}
{"mode": "train", "epoch": 10, "iter": 4400, "lr": 1e-05, "memory": 13582, "data_time": 0.03287, "loss_rpn_cls": 0.01303, "loss_rpn_bbox": 0.03578, "loss_cls": 0.14886, "acc": 94.33423, "loss_bbox": 0.20431, "loss_mask": 0.21842, "loss": 0.6204, "time": 0.77746}
{"mode": "train", "epoch": 10, "iter": 4450, "lr": 1e-05, "memory": 13582, "data_time": 0.03413, "loss_rpn_cls": 0.01421, "loss_rpn_bbox": 0.03635, "loss_cls": 0.15158, "acc": 94.20532, "loss_bbox": 0.2013, "loss_mask": 0.21086, "loss": 0.61431, "time": 0.77137}
{"mode": "train", "epoch": 10, "iter": 4500, "lr": 1e-05, "memory": 13582, "data_time": 0.02636, "loss_rpn_cls": 0.01212, "loss_rpn_bbox": 0.03485, "loss_cls": 0.14509, "acc": 94.49048, "loss_bbox": 0.19946, "loss_mask": 0.21123, "loss": 0.60275, "time": 0.80776}
{"mode": "train", "epoch": 10, "iter": 4550, "lr": 1e-05, "memory": 13582, "data_time": 0.03532, "loss_rpn_cls": 0.01444, "loss_rpn_bbox": 0.03925, "loss_cls": 0.15572, "acc": 93.99829, "loss_bbox": 0.21592, "loss_mask": 0.21796, "loss": 0.6433, "time": 0.83368}
{"mode": "train", "epoch": 10, "iter": 4600, "lr": 1e-05, "memory": 13582, "data_time": 0.03015, "loss_rpn_cls": 0.01345, "loss_rpn_bbox": 0.03572, "loss_cls": 0.15195, "acc": 94.08911, "loss_bbox": 0.21006, "loss_mask": 0.21831, "loss": 0.62949, "time": 0.77641}
{"mode": "train", "epoch": 10, "iter": 4650, "lr": 1e-05, "memory": 13582, "data_time": 0.04339, "loss_rpn_cls": 0.01326, "loss_rpn_bbox": 0.03641, "loss_cls": 0.15096, "acc": 94.19067, "loss_bbox": 0.20512, "loss_mask": 0.21506, "loss": 0.62081, "time": 0.95492}
{"mode": "train", "epoch": 10, "iter": 4700, "lr": 1e-05, "memory": 13582, "data_time": 0.03378, "loss_rpn_cls": 0.01303, "loss_rpn_bbox": 0.03268, "loss_cls": 0.13919, "acc": 94.68604, "loss_bbox": 0.19307, "loss_mask": 0.20724, "loss": 0.58522, "time": 0.76701}
{"mode": "train", "epoch": 10, "iter": 4750, "lr": 1e-05, "memory": 13582, "data_time": 0.03765, "loss_rpn_cls": 0.01354, "loss_rpn_bbox": 0.03647, "loss_cls": 0.14996, "acc": 94.19775, "loss_bbox": 0.20327, "loss_mask": 0.21812, "loss": 0.62137, "time": 0.76776}
{"mode": "train", "epoch": 10, "iter": 4800, "lr": 1e-05, "memory": 13582, "data_time": 0.03792, "loss_rpn_cls": 0.01334, "loss_rpn_bbox": 0.03555, "loss_cls": 0.14481, "acc": 94.37183, "loss_bbox": 0.20095, "loss_mask": 0.21647, "loss": 0.61113, "time": 0.8595}
{"mode": "train", "epoch": 10, "iter": 4850, "lr": 1e-05, "memory": 13582, "data_time": 0.03274, "loss_rpn_cls": 0.015, "loss_rpn_bbox": 0.0389, "loss_cls": 0.15898, "acc": 93.89062, "loss_bbox": 0.21448, "loss_mask": 0.22217, "loss": 0.64953, "time": 0.77012}
{"mode": "train", "epoch": 10, "iter": 4900, "lr": 1e-05, "memory": 13582, "data_time": 0.03978, "loss_rpn_cls": 0.01338, "loss_rpn_bbox": 0.03332, "loss_cls": 0.1376, "acc": 94.69653, "loss_bbox": 0.19051, "loss_mask": 0.21058, "loss": 0.58538, "time": 0.77484}
{"mode": "train", "epoch": 10, "iter": 4950, "lr": 1e-05, "memory": 13582, "data_time": 0.03112, "loss_rpn_cls": 0.01445, "loss_rpn_bbox": 0.03823, "loss_cls": 0.15365, "acc": 94.17114, "loss_bbox": 0.20553, "loss_mask": 0.2131, "loss": 0.62495, "time": 0.77741}
{"mode": "train", "epoch": 10, "iter": 5000, "lr": 1e-05, "memory": 13582, "data_time": 0.03459, "loss_rpn_cls": 0.01434, "loss_rpn_bbox": 0.03629, "loss_cls": 0.15125, "acc": 94.29517, "loss_bbox": 0.20777, "loss_mask": 0.2184, "loss": 0.62804, "time": 0.81516}
{"mode": "train", "epoch": 10, "iter": 5050, "lr": 1e-05, "memory": 13582, "data_time": 0.0358, "loss_rpn_cls": 0.01273, "loss_rpn_bbox": 0.03623, "loss_cls": 0.1446, "acc": 94.38843, "loss_bbox": 0.19459, "loss_mask": 0.21419, "loss": 0.60234, "time": 0.77866}
{"mode": "train", "epoch": 10, "iter": 5100, "lr": 1e-05, "memory": 13582, "data_time": 0.03383, "loss_rpn_cls": 0.01244, "loss_rpn_bbox": 0.03664, "loss_cls": 0.14549, "acc": 94.38354, "loss_bbox": 0.20308, "loss_mask": 0.22001, "loss": 0.61766, "time": 0.77554}
{"mode": "train", "epoch": 10, "iter": 5150, "lr": 1e-05, "memory": 13582, "data_time": 0.04461, "loss_rpn_cls": 0.01332, "loss_rpn_bbox": 0.03612, "loss_cls": 0.14344, "acc": 94.52271, "loss_bbox": 0.19964, "loss_mask": 0.21738, "loss": 0.6099, "time": 0.87212}
{"mode": "train", "epoch": 10, "iter": 5200, "lr": 1e-05, "memory": 13582, "data_time": 0.03148, "loss_rpn_cls": 0.0125, "loss_rpn_bbox": 0.0352, "loss_cls": 0.14239, "acc": 94.58911, "loss_bbox": 0.19445, "loss_mask": 0.21321, "loss": 0.59776, "time": 0.77193}
{"mode": "train", "epoch": 10, "iter": 5250, "lr": 1e-05, "memory": 13582, "data_time": 0.03371, "loss_rpn_cls": 0.01334, "loss_rpn_bbox": 0.03877, "loss_cls": 0.15423, "acc": 94.04175, "loss_bbox": 0.21548, "loss_mask": 0.21888, "loss": 0.6407, "time": 0.90339}
{"mode": "train", "epoch": 10, "iter": 5300, "lr": 1e-05, "memory": 13582, "data_time": 0.03895, "loss_rpn_cls": 0.01382, "loss_rpn_bbox": 0.03714, "loss_cls": 0.15107, "acc": 94.26294, "loss_bbox": 0.20466, "loss_mask": 0.2121, "loss": 0.6188, "time": 0.77477}
{"mode": "train", "epoch": 10, "iter": 5350, "lr": 1e-05, "memory": 13582, "data_time": 0.03354, "loss_rpn_cls": 0.0131, "loss_rpn_bbox": 0.03624, "loss_cls": 0.14748, "acc": 94.32666, "loss_bbox": 0.20247, "loss_mask": 0.21695, "loss": 0.61624, "time": 0.8124}
{"mode": "train", "epoch": 10, "iter": 5400, "lr": 1e-05, "memory": 13582, "data_time": 0.03911, "loss_rpn_cls": 0.01311, "loss_rpn_bbox": 0.0368, "loss_cls": 0.14841, "acc": 94.3562, "loss_bbox": 0.20285, "loss_mask": 0.21374, "loss": 0.61491, "time": 0.81484}
{"mode": "train", "epoch": 10, "iter": 5450, "lr": 1e-05, "memory": 13582, "data_time": 0.03605, "loss_rpn_cls": 0.01307, "loss_rpn_bbox": 0.03586, "loss_cls": 0.15126, "acc": 94.16406, "loss_bbox": 0.20345, "loss_mask": 0.21954, "loss": 0.62318, "time": 0.77305}
{"mode": "train", "epoch": 10, "iter": 5500, "lr": 1e-05, "memory": 13582, "data_time": 0.0276, "loss_rpn_cls": 0.01249, "loss_rpn_bbox": 0.03532, "loss_cls": 0.14637, "acc": 94.3811, "loss_bbox": 0.20082, "loss_mask": 0.2153, "loss": 0.6103, "time": 0.76215}
{"mode": "train", "epoch": 10, "iter": 5550, "lr": 1e-05, "memory": 13582, "data_time": 0.03177, "loss_rpn_cls": 0.01458, "loss_rpn_bbox": 0.03643, "loss_cls": 0.15241, "acc": 94.1333, "loss_bbox": 0.21142, "loss_mask": 0.21889, "loss": 0.63373, "time": 0.82151}
{"mode": "train", "epoch": 10, "iter": 5600, "lr": 1e-05, "memory": 13582, "data_time": 0.03632, "loss_rpn_cls": 0.01462, "loss_rpn_bbox": 0.03782, "loss_cls": 0.15031, "acc": 94.26929, "loss_bbox": 0.20612, "loss_mask": 0.21903, "loss": 0.6279, "time": 0.76677}
{"mode": "train", "epoch": 10, "iter": 5650, "lr": 1e-05, "memory": 13582, "data_time": 0.03175, "loss_rpn_cls": 0.01429, "loss_rpn_bbox": 0.03739, "loss_cls": 0.1489, "acc": 94.33252, "loss_bbox": 0.2062, "loss_mask": 0.21898, "loss": 0.62576, "time": 0.77308}
{"mode": "train", "epoch": 10, "iter": 5700, "lr": 1e-05, "memory": 13582, "data_time": 0.03353, "loss_rpn_cls": 0.01283, "loss_rpn_bbox": 0.03723, "loss_cls": 0.15193, "acc": 94.14624, "loss_bbox": 0.21407, "loss_mask": 0.21792, "loss": 0.63397, "time": 0.7762}
{"mode": "train", "epoch": 10, "iter": 5750, "lr": 1e-05, "memory": 13582, "data_time": 0.03154, "loss_rpn_cls": 0.0132, "loss_rpn_bbox": 0.03697, "loss_cls": 0.14811, "acc": 94.31641, "loss_bbox": 0.20588, "loss_mask": 0.21302, "loss": 0.61718, "time": 0.81671}
{"mode": "train", "epoch": 10, "iter": 5800, "lr": 1e-05, "memory": 13582, "data_time": 0.03128, "loss_rpn_cls": 0.01207, "loss_rpn_bbox": 0.03409, "loss_cls": 0.1413, "acc": 94.61914, "loss_bbox": 0.19569, "loss_mask": 0.21448, "loss": 0.59764, "time": 0.85528}
{"mode": "train", "epoch": 10, "iter": 5850, "lr": 1e-05, "memory": 13582, "data_time": 0.03059, "loss_rpn_cls": 0.01365, "loss_rpn_bbox": 0.03518, "loss_cls": 0.14556, "acc": 94.46143, "loss_bbox": 0.20397, "loss_mask": 0.21826, "loss": 0.61662, "time": 0.90853}
{"mode": "train", "epoch": 10, "iter": 5900, "lr": 1e-05, "memory": 13582, "data_time": 0.03632, "loss_rpn_cls": 0.01408, "loss_rpn_bbox": 0.03833, "loss_cls": 0.15515, "acc": 94.08643, "loss_bbox": 0.21228, "loss_mask": 0.21955, "loss": 0.63939, "time": 0.777}
{"mode": "train", "epoch": 10, "iter": 5950, "lr": 1e-05, "memory": 13582, "data_time": 0.03529, "loss_rpn_cls": 0.01451, "loss_rpn_bbox": 0.03818, "loss_cls": 0.15185, "acc": 94.1416, "loss_bbox": 0.21271, "loss_mask": 0.21908, "loss": 0.63632, "time": 0.80962}
{"mode": "train", "epoch": 10, "iter": 6000, "lr": 1e-05, "memory": 13582, "data_time": 0.04085, "loss_rpn_cls": 0.0132, "loss_rpn_bbox": 0.03396, "loss_cls": 0.14829, "acc": 94.32251, "loss_bbox": 0.20859, "loss_mask": 0.21489, "loss": 0.61894, "time": 0.77109}
{"mode": "train", "epoch": 10, "iter": 6050, "lr": 1e-05, "memory": 13582, "data_time": 0.03849, "loss_rpn_cls": 0.01398, "loss_rpn_bbox": 0.03794, "loss_cls": 0.14878, "acc": 94.3335, "loss_bbox": 0.20739, "loss_mask": 0.21978, "loss": 0.62787, "time": 0.81983}
{"mode": "train", "epoch": 10, "iter": 6100, "lr": 1e-05, "memory": 13582, "data_time": 0.04206, "loss_rpn_cls": 0.01206, "loss_rpn_bbox": 0.03425, "loss_cls": 0.14478, "acc": 94.44702, "loss_bbox": 0.19876, "loss_mask": 0.21527, "loss": 0.60513, "time": 0.76796}
{"mode": "train", "epoch": 10, "iter": 6150, "lr": 1e-05, "memory": 13582, "data_time": 0.03501, "loss_rpn_cls": 0.01356, "loss_rpn_bbox": 0.0381, "loss_cls": 0.15001, "acc": 94.31714, "loss_bbox": 0.21197, "loss_mask": 0.22347, "loss": 0.63712, "time": 0.77564}
{"mode": "train", "epoch": 10, "iter": 6200, "lr": 1e-05, "memory": 13582, "data_time": 0.03915, "loss_rpn_cls": 0.01233, "loss_rpn_bbox": 0.03715, "loss_cls": 0.15108, "acc": 94.20996, "loss_bbox": 0.21113, "loss_mask": 0.22343, "loss": 0.63511, "time": 0.77408}
{"mode": "train", "epoch": 10, "iter": 6250, "lr": 1e-05, "memory": 13582, "data_time": 0.03626, "loss_rpn_cls": 0.01241, "loss_rpn_bbox": 0.03774, "loss_cls": 0.14852, "acc": 94.31641, "loss_bbox": 0.20587, "loss_mask": 0.21611, "loss": 0.62065, "time": 0.77347}
{"mode": "train", "epoch": 10, "iter": 6300, "lr": 1e-05, "memory": 13582, "data_time": 0.03857, "loss_rpn_cls": 0.01503, "loss_rpn_bbox": 0.03863, "loss_cls": 0.15536, "acc": 94.15259, "loss_bbox": 0.20769, "loss_mask": 0.21742, "loss": 0.63414, "time": 0.77405}
{"mode": "train", "epoch": 10, "iter": 6350, "lr": 1e-05, "memory": 13582, "data_time": 0.03358, "loss_rpn_cls": 0.0137, "loss_rpn_bbox": 0.0363, "loss_cls": 0.14794, "acc": 94.35376, "loss_bbox": 0.20575, "loss_mask": 0.21838, "loss": 0.62207, "time": 0.81473}
{"mode": "train", "epoch": 10, "iter": 6400, "lr": 1e-05, "memory": 13582, "data_time": 0.02909, "loss_rpn_cls": 0.01381, "loss_rpn_bbox": 0.03587, "loss_cls": 0.15044, "acc": 94.22827, "loss_bbox": 0.20969, "loss_mask": 0.2165, "loss": 0.62632, "time": 0.86669}
{"mode": "train", "epoch": 10, "iter": 6450, "lr": 1e-05, "memory": 13582, "data_time": 0.03221, "loss_rpn_cls": 0.01196, "loss_rpn_bbox": 0.03566, "loss_cls": 0.14362, "acc": 94.47461, "loss_bbox": 0.19901, "loss_mask": 0.2157, "loss": 0.60596, "time": 0.90485}
{"mode": "train", "epoch": 10, "iter": 6500, "lr": 1e-05, "memory": 13582, "data_time": 0.03299, "loss_rpn_cls": 0.01346, "loss_rpn_bbox": 0.0361, "loss_cls": 0.15068, "acc": 94.24731, "loss_bbox": 0.21008, "loss_mask": 0.22011, "loss": 0.63044, "time": 0.77061}
{"mode": "train", "epoch": 10, "iter": 6550, "lr": 1e-05, "memory": 13582, "data_time": 0.0335, "loss_rpn_cls": 0.01394, "loss_rpn_bbox": 0.03692, "loss_cls": 0.14772, "acc": 94.35645, "loss_bbox": 0.20695, "loss_mask": 0.21516, "loss": 0.62069, "time": 0.80983}
{"mode": "train", "epoch": 10, "iter": 6600, "lr": 1e-05, "memory": 13582, "data_time": 0.03862, "loss_rpn_cls": 0.01318, "loss_rpn_bbox": 0.0354, "loss_cls": 0.15039, "acc": 94.21753, "loss_bbox": 0.20746, "loss_mask": 0.21513, "loss": 0.62156, "time": 0.76576}
{"mode": "train", "epoch": 10, "iter": 6650, "lr": 1e-05, "memory": 13582, "data_time": 0.03773, "loss_rpn_cls": 0.01305, "loss_rpn_bbox": 0.03709, "loss_cls": 0.15253, "acc": 94.15698, "loss_bbox": 0.20834, "loss_mask": 0.21682, "loss": 0.62782, "time": 0.8065}
{"mode": "train", "epoch": 10, "iter": 6700, "lr": 1e-05, "memory": 13582, "data_time": 0.03737, "loss_rpn_cls": 0.01304, "loss_rpn_bbox": 0.03429, "loss_cls": 0.15097, "acc": 94.20947, "loss_bbox": 0.20331, "loss_mask": 0.21912, "loss": 0.62073, "time": 0.77419}
{"mode": "train", "epoch": 10, "iter": 6750, "lr": 1e-05, "memory": 13582, "data_time": 0.04496, "loss_rpn_cls": 0.01404, "loss_rpn_bbox": 0.03579, "loss_cls": 0.14484, "acc": 94.40039, "loss_bbox": 0.20066, "loss_mask": 0.21252, "loss": 0.60784, "time": 0.78439}
{"mode": "train", "epoch": 10, "iter": 6800, "lr": 1e-05, "memory": 13582, "data_time": 0.02944, "loss_rpn_cls": 0.01203, "loss_rpn_bbox": 0.03305, "loss_cls": 0.13984, "acc": 94.64038, "loss_bbox": 0.19302, "loss_mask": 0.21226, "loss": 0.59019, "time": 0.76666}
{"mode": "train", "epoch": 10, "iter": 6850, "lr": 1e-05, "memory": 13582, "data_time": 0.03683, "loss_rpn_cls": 0.01348, "loss_rpn_bbox": 0.03651, "loss_cls": 0.1537, "acc": 94.16187, "loss_bbox": 0.21118, "loss_mask": 0.22039, "loss": 0.63526, "time": 0.77933}
{"mode": "train", "epoch": 10, "iter": 6900, "lr": 1e-05, "memory": 13582, "data_time": 0.03968, "loss_rpn_cls": 0.01238, "loss_rpn_bbox": 0.03549, "loss_cls": 0.14267, "acc": 94.58838, "loss_bbox": 0.19449, "loss_mask": 0.21364, "loss": 0.59866, "time": 0.77067}
{"mode": "train", "epoch": 10, "iter": 6950, "lr": 1e-05, "memory": 13582, "data_time": 0.0402, "loss_rpn_cls": 0.01358, "loss_rpn_bbox": 0.03636, "loss_cls": 0.14727, "acc": 94.35791, "loss_bbox": 0.20466, "loss_mask": 0.21237, "loss": 0.61424, "time": 0.77697}
{"mode": "train", "epoch": 10, "iter": 7000, "lr": 1e-05, "memory": 13582, "data_time": 0.03617, "loss_rpn_cls": 0.01423, "loss_rpn_bbox": 0.03694, "loss_cls": 0.14924, "acc": 94.28198, "loss_bbox": 0.20303, "loss_mask": 0.21894, "loss": 0.62238, "time": 0.96266}
{"mode": "train", "epoch": 10, "iter": 7050, "lr": 1e-05, "memory": 13582, "data_time": 0.03767, "loss_rpn_cls": 0.01337, "loss_rpn_bbox": 0.03544, "loss_cls": 0.14621, "acc": 94.37134, "loss_bbox": 0.20382, "loss_mask": 0.21399, "loss": 0.61283, "time": 0.82261}
{"mode": "train", "epoch": 10, "iter": 7100, "lr": 1e-05, "memory": 13582, "data_time": 0.03408, "loss_rpn_cls": 0.01262, "loss_rpn_bbox": 0.03566, "loss_cls": 0.14412, "acc": 94.61572, "loss_bbox": 0.19676, "loss_mask": 0.21236, "loss": 0.60152, "time": 0.76796}
{"mode": "train", "epoch": 10, "iter": 7150, "lr": 1e-05, "memory": 13582, "data_time": 0.0264, "loss_rpn_cls": 0.01406, "loss_rpn_bbox": 0.03539, "loss_cls": 0.14477, "acc": 94.53394, "loss_bbox": 0.19888, "loss_mask": 0.21354, "loss": 0.60664, "time": 0.81435}
{"mode": "train", "epoch": 10, "iter": 7200, "lr": 1e-05, "memory": 13582, "data_time": 0.03639, "loss_rpn_cls": 0.01354, "loss_rpn_bbox": 0.03566, "loss_cls": 0.14783, "acc": 94.37183, "loss_bbox": 0.20232, "loss_mask": 0.21609, "loss": 0.61545, "time": 0.7695}
{"mode": "train", "epoch": 10, "iter": 7250, "lr": 1e-05, "memory": 13582, "data_time": 0.03786, "loss_rpn_cls": 0.01309, "loss_rpn_bbox": 0.03701, "loss_cls": 0.14693, "acc": 94.37036, "loss_bbox": 0.20553, "loss_mask": 0.21797, "loss": 0.62053, "time": 0.81398}
{"mode": "train", "epoch": 10, "iter": 7300, "lr": 1e-05, "memory": 13582, "data_time": 0.03399, "loss_rpn_cls": 0.01216, "loss_rpn_bbox": 0.03429, "loss_cls": 0.14083, "acc": 94.63037, "loss_bbox": 0.19395, "loss_mask": 0.21251, "loss": 0.59374, "time": 0.76695}
{"mode": "val", "epoch": 10, "iter": 625, "lr": 1e-05, "bbox_mAP": 0.469, "bbox_mAP_50": 0.699, "bbox_mAP_75": 0.505, "bbox_mAP_s": 0.279, "bbox_mAP_m": 0.505, "bbox_mAP_l": 0.653, "bbox_mAP_copypaste": "0.469 0.699 0.505 0.279 0.505 0.653", "segm_mAP": 0.416, "segm_mAP_50": 0.658, "segm_mAP_75": 0.441, "segm_mAP_s": 0.197, "segm_mAP_m": 0.447, "segm_mAP_l": 0.641, "segm_mAP_copypaste": "0.416 0.658 0.441 0.197 0.447 0.641"}
{"mode": "train", "epoch": 11, "iter": 50, "lr": 1e-05, "memory": 13582, "data_time": 0.09574, "loss_rpn_cls": 0.01311, "loss_rpn_bbox": 0.03831, "loss_cls": 0.15076, "acc": 94.12109, "loss_bbox": 0.2109, "loss_mask": 0.2192, "loss": 0.63228, "time": 0.98524}
{"mode": "train", "epoch": 11, "iter": 100, "lr": 1e-05, "memory": 13582, "data_time": 0.02835, "loss_rpn_cls": 0.01363, "loss_rpn_bbox": 0.03664, "loss_cls": 0.15298, "acc": 94.10278, "loss_bbox": 0.21208, "loss_mask": 0.2222, "loss": 0.63754, "time": 0.76754}
{"mode": "train", "epoch": 11, "iter": 150, "lr": 1e-05, "memory": 13582, "data_time": 0.03543, "loss_rpn_cls": 0.01242, "loss_rpn_bbox": 0.03602, "loss_cls": 0.14497, "acc": 94.45728, "loss_bbox": 0.20022, "loss_mask": 0.21906, "loss": 0.6127, "time": 0.7715}
{"mode": "train", "epoch": 11, "iter": 200, "lr": 1e-05, "memory": 13582, "data_time": 0.03531, "loss_rpn_cls": 0.01173, "loss_rpn_bbox": 0.03276, "loss_cls": 0.13845, "acc": 94.7312, "loss_bbox": 0.19208, "loss_mask": 0.20722, "loss": 0.58225, "time": 0.76468}
{"mode": "train", "epoch": 11, "iter": 250, "lr": 1e-05, "memory": 13582, "data_time": 0.03645, "loss_rpn_cls": 0.01313, "loss_rpn_bbox": 0.03695, "loss_cls": 0.14612, "acc": 94.44189, "loss_bbox": 0.2046, "loss_mask": 0.21575, "loss": 0.61654, "time": 0.7761}
{"mode": "train", "epoch": 11, "iter": 300, "lr": 1e-05, "memory": 13582, "data_time": 0.03488, "loss_rpn_cls": 0.01288, "loss_rpn_bbox": 0.03849, "loss_cls": 0.15465, "acc": 94.06616, "loss_bbox": 0.2137, "loss_mask": 0.21678, "loss": 0.63649, "time": 0.77406}
{"mode": "train", "epoch": 11, "iter": 350, "lr": 1e-05, "memory": 13582, "data_time": 0.03564, "loss_rpn_cls": 0.01241, "loss_rpn_bbox": 0.03694, "loss_cls": 0.1491, "acc": 94.2373, "loss_bbox": 0.20836, "loss_mask": 0.21624, "loss": 0.62306, "time": 0.76831}
{"mode": "train", "epoch": 11, "iter": 400, "lr": 1e-05, "memory": 13582, "data_time": 0.04716, "loss_rpn_cls": 0.0128, "loss_rpn_bbox": 0.03631, "loss_cls": 0.14676, "acc": 94.41699, "loss_bbox": 0.20691, "loss_mask": 0.21955, "loss": 0.62233, "time": 0.77101}
{"mode": "train", "epoch": 11, "iter": 450, "lr": 1e-05, "memory": 13582, "data_time": 0.0347, "loss_rpn_cls": 0.0134, "loss_rpn_bbox": 0.03466, "loss_cls": 0.14689, "acc": 94.40625, "loss_bbox": 0.20105, "loss_mask": 0.2139, "loss": 0.6099, "time": 0.81639}
{"mode": "train", "epoch": 11, "iter": 500, "lr": 1e-05, "memory": 13582, "data_time": 0.03068, "loss_rpn_cls": 0.01317, "loss_rpn_bbox": 0.03519, "loss_cls": 0.13901, "acc": 94.68604, "loss_bbox": 0.194, "loss_mask": 0.21206, "loss": 0.59342, "time": 0.76843}
{"mode": "train", "epoch": 11, "iter": 550, "lr": 1e-05, "memory": 13582, "data_time": 0.03856, "loss_rpn_cls": 0.0124, "loss_rpn_bbox": 0.03631, "loss_cls": 0.14069, "acc": 94.60059, "loss_bbox": 0.19788, "loss_mask": 0.21606, "loss": 0.60333, "time": 0.85828}
{"mode": "train", "epoch": 11, "iter": 600, "lr": 1e-05, "memory": 13582, "data_time": 0.04088, "loss_rpn_cls": 0.01214, "loss_rpn_bbox": 0.03531, "loss_cls": 0.14289, "acc": 94.44458, "loss_bbox": 0.19816, "loss_mask": 0.21084, "loss": 0.59934, "time": 0.95263}
{"mode": "train", "epoch": 11, "iter": 650, "lr": 1e-05, "memory": 13582, "data_time": 0.03735, "loss_rpn_cls": 0.01313, "loss_rpn_bbox": 0.03624, "loss_cls": 0.14907, "acc": 94.19092, "loss_bbox": 0.20194, "loss_mask": 0.2188, "loss": 0.61917, "time": 0.82476}
{"mode": "train", "epoch": 11, "iter": 700, "lr": 1e-05, "memory": 13582, "data_time": 0.04486, "loss_rpn_cls": 0.01428, "loss_rpn_bbox": 0.03599, "loss_cls": 0.15119, "acc": 94.22852, "loss_bbox": 0.20599, "loss_mask": 0.21818, "loss": 0.62562, "time": 0.82396}
{"mode": "train", "epoch": 11, "iter": 750, "lr": 1e-05, "memory": 13582, "data_time": 0.04444, "loss_rpn_cls": 0.01314, "loss_rpn_bbox": 0.03571, "loss_cls": 0.14624, "acc": 94.39697, "loss_bbox": 0.20664, "loss_mask": 0.21453, "loss": 0.61626, "time": 0.78056}
{"mode": "train", "epoch": 11, "iter": 800, "lr": 1e-05, "memory": 13582, "data_time": 0.04252, "loss_rpn_cls": 0.01407, "loss_rpn_bbox": 0.03625, "loss_cls": 0.15024, "acc": 94.24268, "loss_bbox": 0.20773, "loss_mask": 0.21477, "loss": 0.62305, "time": 0.77055}
{"mode": "train", "epoch": 11, "iter": 850, "lr": 1e-05, "memory": 13582, "data_time": 0.0392, "loss_rpn_cls": 0.01345, "loss_rpn_bbox": 0.0356, "loss_cls": 0.1489, "acc": 94.3916, "loss_bbox": 0.20215, "loss_mask": 0.21193, "loss": 0.61202, "time": 0.77481}
{"mode": "train", "epoch": 11, "iter": 900, "lr": 1e-05, "memory": 13582, "data_time": 0.03723, "loss_rpn_cls": 0.01335, "loss_rpn_bbox": 0.03633, "loss_cls": 0.14888, "acc": 94.20801, "loss_bbox": 0.20916, "loss_mask": 0.21744, "loss": 0.62515, "time": 0.76653}
{"mode": "train", "epoch": 11, "iter": 950, "lr": 1e-05, "memory": 13582, "data_time": 0.02917, "loss_rpn_cls": 0.01371, "loss_rpn_bbox": 0.03609, "loss_cls": 0.14567, "acc": 94.46533, "loss_bbox": 0.1991, "loss_mask": 0.21658, "loss": 0.61116, "time": 0.77223}
{"mode": "train", "epoch": 11, "iter": 1000, "lr": 1e-05, "memory": 13582, "data_time": 0.02997, "loss_rpn_cls": 0.01301, "loss_rpn_bbox": 0.03744, "loss_cls": 0.15061, "acc": 94.19141, "loss_bbox": 0.21157, "loss_mask": 0.22108, "loss": 0.63371, "time": 0.7808}
{"mode": "train", "epoch": 11, "iter": 1050, "lr": 1e-05, "memory": 13582, "data_time": 0.03, "loss_rpn_cls": 0.0132, "loss_rpn_bbox": 0.03514, "loss_cls": 0.1397, "acc": 94.62158, "loss_bbox": 0.1928, "loss_mask": 0.21094, "loss": 0.59178, "time": 0.81325}
{"mode": "train", "epoch": 11, "iter": 1100, "lr": 1e-05, "memory": 13582, "data_time": 0.03719, "loss_rpn_cls": 0.01244, "loss_rpn_bbox": 0.03486, "loss_cls": 0.14887, "acc": 94.30493, "loss_bbox": 0.20412, "loss_mask": 0.21452, "loss": 0.61482, "time": 0.76928}
{"mode": "train", "epoch": 11, "iter": 1150, "lr": 1e-05, "memory": 13582, "data_time": 0.03921, "loss_rpn_cls": 0.0128, "loss_rpn_bbox": 0.03673, "loss_cls": 0.14784, "acc": 94.2981, "loss_bbox": 0.20743, "loss_mask": 0.215, "loss": 0.6198, "time": 0.9125}
{"mode": "train", "epoch": 11, "iter": 1200, "lr": 1e-05, "memory": 13582, "data_time": 0.03647, "loss_rpn_cls": 0.01356, "loss_rpn_bbox": 0.03586, "loss_cls": 0.15126, "acc": 94.11499, "loss_bbox": 0.20927, "loss_mask": 0.21507, "loss": 0.62501, "time": 0.97319}
{"mode": "train", "epoch": 11, "iter": 1250, "lr": 1e-05, "memory": 13582, "data_time": 0.04116, "loss_rpn_cls": 0.01392, "loss_rpn_bbox": 0.03857, "loss_cls": 0.15194, "acc": 94.12183, "loss_bbox": 0.21041, "loss_mask": 0.216, "loss": 0.63084, "time": 0.78222}
{"mode": "train", "epoch": 11, "iter": 1300, "lr": 1e-05, "memory": 13582, "data_time": 0.03649, "loss_rpn_cls": 0.01298, "loss_rpn_bbox": 0.03446, "loss_cls": 0.13836, "acc": 94.65991, "loss_bbox": 0.18934, "loss_mask": 0.20749, "loss": 0.58262, "time": 0.77671}
{"mode": "train", "epoch": 11, "iter": 1350, "lr": 1e-05, "memory": 13582, "data_time": 0.03299, "loss_rpn_cls": 0.01359, "loss_rpn_bbox": 0.03659, "loss_cls": 0.14625, "acc": 94.43335, "loss_bbox": 0.20665, "loss_mask": 0.2149, "loss": 0.61797, "time": 0.78368}
{"mode": "train", "epoch": 11, "iter": 1400, "lr": 1e-05, "memory": 13582, "data_time": 0.02814, "loss_rpn_cls": 0.01334, "loss_rpn_bbox": 0.03459, "loss_cls": 0.14505, "acc": 94.39062, "loss_bbox": 0.20075, "loss_mask": 0.21327, "loss": 0.60699, "time": 0.77445}
{"mode": "train", "epoch": 11, "iter": 1450, "lr": 1e-05, "memory": 13582, "data_time": 0.04164, "loss_rpn_cls": 0.0136, "loss_rpn_bbox": 0.03705, "loss_cls": 0.14905, "acc": 94.30249, "loss_bbox": 0.20701, "loss_mask": 0.21878, "loss": 0.6255, "time": 0.78006}
{"mode": "train", "epoch": 11, "iter": 1500, "lr": 1e-05, "memory": 13582, "data_time": 0.0405, "loss_rpn_cls": 0.01348, "loss_rpn_bbox": 0.03527, "loss_cls": 0.14391, "acc": 94.45337, "loss_bbox": 0.19894, "loss_mask": 0.21318, "loss": 0.60479, "time": 0.77082}
{"mode": "train", "epoch": 11, "iter": 1550, "lr": 1e-05, "memory": 13582, "data_time": 0.03111, "loss_rpn_cls": 0.0123, "loss_rpn_bbox": 0.03303, "loss_cls": 0.14228, "acc": 94.55151, "loss_bbox": 0.19893, "loss_mask": 0.21699, "loss": 0.60354, "time": 0.7718}
{"mode": "train", "epoch": 11, "iter": 1600, "lr": 1e-05, "memory": 13582, "data_time": 0.02954, "loss_rpn_cls": 0.01199, "loss_rpn_bbox": 0.03494, "loss_cls": 0.14282, "acc": 94.52881, "loss_bbox": 0.20122, "loss_mask": 0.21447, "loss": 0.60544, "time": 0.76697}
{"mode": "train", "epoch": 11, "iter": 1650, "lr": 1e-05, "memory": 13582, "data_time": 0.02889, "loss_rpn_cls": 0.01365, "loss_rpn_bbox": 0.0332, "loss_cls": 0.13661, "acc": 94.75195, "loss_bbox": 0.19282, "loss_mask": 0.21112, "loss": 0.5874, "time": 0.80552}
{"mode": "train", "epoch": 11, "iter": 1700, "lr": 1e-05, "memory": 13582, "data_time": 0.0383, "loss_rpn_cls": 0.01399, "loss_rpn_bbox": 0.03753, "loss_cls": 0.14927, "acc": 94.2981, "loss_bbox": 0.20864, "loss_mask": 0.21956, "loss": 0.62899, "time": 0.87086}
{"mode": "train", "epoch": 11, "iter": 1750, "lr": 1e-05, "memory": 13582, "data_time": 0.03618, "loss_rpn_cls": 0.01333, "loss_rpn_bbox": 0.03952, "loss_cls": 0.1529, "acc": 94.09814, "loss_bbox": 0.2133, "loss_mask": 0.22279, "loss": 0.64184, "time": 0.90898}
{"mode": "train", "epoch": 11, "iter": 1800, "lr": 1e-05, "memory": 13582, "data_time": 0.03639, "loss_rpn_cls": 0.01133, "loss_rpn_bbox": 0.03686, "loss_cls": 0.13715, "acc": 94.71313, "loss_bbox": 0.19067, "loss_mask": 0.20787, "loss": 0.58387, "time": 0.82365}
{"mode": "train", "epoch": 11, "iter": 1850, "lr": 1e-05, "memory": 13582, "data_time": 0.03461, "loss_rpn_cls": 0.01117, "loss_rpn_bbox": 0.03371, "loss_cls": 0.14051, "acc": 94.66406, "loss_bbox": 0.19525, "loss_mask": 0.21023, "loss": 0.59087, "time": 0.77069}
{"mode": "train", "epoch": 11, "iter": 1900, "lr": 1e-05, "memory": 13582, "data_time": 0.03702, "loss_rpn_cls": 0.01357, "loss_rpn_bbox": 0.03455, "loss_cls": 0.13761, "acc": 94.7251, "loss_bbox": 0.19193, "loss_mask": 0.2109, "loss": 0.58856, "time": 0.7752}
{"mode": "train", "epoch": 11, "iter": 1950, "lr": 1e-05, "memory": 13582, "data_time": 0.03581, "loss_rpn_cls": 0.01434, "loss_rpn_bbox": 0.03867, "loss_cls": 0.15116, "acc": 94.24878, "loss_bbox": 0.21196, "loss_mask": 0.2177, "loss": 0.63383, "time": 0.77675}
{"mode": "train", "epoch": 11, "iter": 2000, "lr": 1e-05, "memory": 13582, "data_time": 0.03719, "loss_rpn_cls": 0.01221, "loss_rpn_bbox": 0.03602, "loss_cls": 0.14681, "acc": 94.35669, "loss_bbox": 0.21028, "loss_mask": 0.21705, "loss": 0.62236, "time": 0.76982}
{"mode": "train", "epoch": 11, "iter": 2050, "lr": 1e-05, "memory": 13582, "data_time": 0.03591, "loss_rpn_cls": 0.01316, "loss_rpn_bbox": 0.03476, "loss_cls": 0.1451, "acc": 94.42871, "loss_bbox": 0.20599, "loss_mask": 0.21343, "loss": 0.61243, "time": 0.77339}
{"mode": "train", "epoch": 11, "iter": 2100, "lr": 1e-05, "memory": 13582, "data_time": 0.03677, "loss_rpn_cls": 0.01349, "loss_rpn_bbox": 0.03581, "loss_cls": 0.13843, "acc": 94.62256, "loss_bbox": 0.19634, "loss_mask": 0.21107, "loss": 0.59514, "time": 0.7687}
{"mode": "train", "epoch": 11, "iter": 2150, "lr": 1e-05, "memory": 13582, "data_time": 0.03767, "loss_rpn_cls": 0.01381, "loss_rpn_bbox": 0.03552, "loss_cls": 0.14315, "acc": 94.46924, "loss_bbox": 0.19757, "loss_mask": 0.21236, "loss": 0.60241, "time": 0.78389}
{"mode": "train", "epoch": 11, "iter": 2200, "lr": 1e-05, "memory": 13582, "data_time": 0.04169, "loss_rpn_cls": 0.01271, "loss_rpn_bbox": 0.03502, "loss_cls": 0.14544, "acc": 94.42578, "loss_bbox": 0.2026, "loss_mask": 0.21169, "loss": 0.60747, "time": 0.77337}
{"mode": "train", "epoch": 11, "iter": 2250, "lr": 1e-05, "memory": 13582, "data_time": 0.04664, "loss_rpn_cls": 0.01342, "loss_rpn_bbox": 0.03722, "loss_cls": 0.14718, "acc": 94.3418, "loss_bbox": 0.20642, "loss_mask": 0.21399, "loss": 0.61823, "time": 0.91835}
{"mode": "train", "epoch": 11, "iter": 2300, "lr": 1e-05, "memory": 13582, "data_time": 0.03697, "loss_rpn_cls": 0.01312, "loss_rpn_bbox": 0.03507, "loss_cls": 0.14576, "acc": 94.44922, "loss_bbox": 0.20319, "loss_mask": 0.21634, "loss": 0.61348, "time": 0.85641}
{"mode": "train", "epoch": 11, "iter": 2350, "lr": 1e-05, "memory": 13582, "data_time": 0.03666, "loss_rpn_cls": 0.01224, "loss_rpn_bbox": 0.03528, "loss_cls": 0.13823, "acc": 94.66113, "loss_bbox": 0.19855, "loss_mask": 0.21715, "loss": 0.60145, "time": 0.81523}
{"mode": "train", "epoch": 11, "iter": 2400, "lr": 1e-05, "memory": 13582, "data_time": 0.0362, "loss_rpn_cls": 0.01233, "loss_rpn_bbox": 0.0356, "loss_cls": 0.14685, "acc": 94.38306, "loss_bbox": 0.20441, "loss_mask": 0.21214, "loss": 0.61132, "time": 0.8459}
{"mode": "train", "epoch": 11, "iter": 2450, "lr": 1e-05, "memory": 13582, "data_time": 0.03423, "loss_rpn_cls": 0.01423, "loss_rpn_bbox": 0.03721, "loss_cls": 0.14399, "acc": 94.51587, "loss_bbox": 0.19829, "loss_mask": 0.21355, "loss": 0.60726, "time": 0.78363}
{"mode": "train", "epoch": 11, "iter": 2500, "lr": 1e-05, "memory": 13582, "data_time": 0.0313, "loss_rpn_cls": 0.01221, "loss_rpn_bbox": 0.03458, "loss_cls": 0.14386, "acc": 94.54517, "loss_bbox": 0.19629, "loss_mask": 0.21046, "loss": 0.59741, "time": 0.768}
{"mode": "train", "epoch": 11, "iter": 2550, "lr": 1e-05, "memory": 13582, "data_time": 0.03085, "loss_rpn_cls": 0.01165, "loss_rpn_bbox": 0.0338, "loss_cls": 0.13846, "acc": 94.61963, "loss_bbox": 0.19153, "loss_mask": 0.20922, "loss": 0.58467, "time": 0.77335}
{"mode": "train", "epoch": 11, "iter": 2600, "lr": 1e-05, "memory": 13582, "data_time": 0.04597, "loss_rpn_cls": 0.01319, "loss_rpn_bbox": 0.03633, "loss_cls": 0.15412, "acc": 94.06738, "loss_bbox": 0.21194, "loss_mask": 0.22074, "loss": 0.63631, "time": 0.7828}
{"mode": "train", "epoch": 11, "iter": 2650, "lr": 1e-05, "memory": 13582, "data_time": 0.02979, "loss_rpn_cls": 0.01338, "loss_rpn_bbox": 0.03789, "loss_cls": 0.14971, "acc": 94.25073, "loss_bbox": 0.20861, "loss_mask": 0.2184, "loss": 0.628, "time": 0.77335}
{"mode": "train", "epoch": 11, "iter": 2700, "lr": 1e-05, "memory": 13582, "data_time": 0.03448, "loss_rpn_cls": 0.01178, "loss_rpn_bbox": 0.03348, "loss_cls": 0.13695, "acc": 94.77222, "loss_bbox": 0.19166, "loss_mask": 0.20829, "loss": 0.58216, "time": 0.77187}
{"mode": "train", "epoch": 11, "iter": 2750, "lr": 1e-05, "memory": 13582, "data_time": 0.03504, "loss_rpn_cls": 0.01314, "loss_rpn_bbox": 0.03692, "loss_cls": 0.14805, "acc": 94.3291, "loss_bbox": 0.202, "loss_mask": 0.21017, "loss": 0.61028, "time": 0.82268}
{"mode": "train", "epoch": 11, "iter": 2800, "lr": 1e-05, "memory": 13582, "data_time": 0.02911, "loss_rpn_cls": 0.01095, "loss_rpn_bbox": 0.03405, "loss_cls": 0.13932, "acc": 94.62207, "loss_bbox": 0.19659, "loss_mask": 0.20706, "loss": 0.58797, "time": 0.77295}
{"mode": "train", "epoch": 11, "iter": 2850, "lr": 1e-05, "memory": 13582, "data_time": 0.03228, "loss_rpn_cls": 0.01313, "loss_rpn_bbox": 0.0351, "loss_cls": 0.14387, "acc": 94.50098, "loss_bbox": 0.20332, "loss_mask": 0.21429, "loss": 0.6097, "time": 0.87173}
{"mode": "train", "epoch": 11, "iter": 2900, "lr": 1e-05, "memory": 13582, "data_time": 0.03712, "loss_rpn_cls": 0.01404, "loss_rpn_bbox": 0.03616, "loss_cls": 0.15654, "acc": 94.0354, "loss_bbox": 0.21349, "loss_mask": 0.22316, "loss": 0.64339, "time": 0.8679}
{"mode": "train", "epoch": 11, "iter": 2950, "lr": 1e-05, "memory": 13582, "data_time": 0.03827, "loss_rpn_cls": 0.01316, "loss_rpn_bbox": 0.03773, "loss_cls": 0.14826, "acc": 94.16699, "loss_bbox": 0.2028, "loss_mask": 0.20978, "loss": 0.61175, "time": 0.82475}
{"mode": "train", "epoch": 11, "iter": 3000, "lr": 1e-05, "memory": 13582, "data_time": 0.02687, "loss_rpn_cls": 0.01329, "loss_rpn_bbox": 0.03454, "loss_cls": 0.14615, "acc": 94.39453, "loss_bbox": 0.20275, "loss_mask": 0.21517, "loss": 0.6119, "time": 0.82954}
{"mode": "train", "epoch": 11, "iter": 3050, "lr": 1e-05, "memory": 13582, "data_time": 0.03635, "loss_rpn_cls": 0.01478, "loss_rpn_bbox": 0.03668, "loss_cls": 0.15109, "acc": 94.23169, "loss_bbox": 0.20936, "loss_mask": 0.21803, "loss": 0.62994, "time": 0.77971}
{"mode": "train", "epoch": 11, "iter": 3100, "lr": 1e-05, "memory": 13582, "data_time": 0.03326, "loss_rpn_cls": 0.0129, "loss_rpn_bbox": 0.03642, "loss_cls": 0.14492, "acc": 94.50757, "loss_bbox": 0.19623, "loss_mask": 0.21468, "loss": 0.60515, "time": 0.77204}
{"mode": "train", "epoch": 11, "iter": 3150, "lr": 1e-05, "memory": 13582, "data_time": 0.03286, "loss_rpn_cls": 0.01409, "loss_rpn_bbox": 0.03777, "loss_cls": 0.15336, "acc": 94.16602, "loss_bbox": 0.21055, "loss_mask": 0.21882, "loss": 0.6346, "time": 0.77286}
{"mode": "train", "epoch": 11, "iter": 3200, "lr": 1e-05, "memory": 13582, "data_time": 0.04064, "loss_rpn_cls": 0.01305, "loss_rpn_bbox": 0.03714, "loss_cls": 0.14826, "acc": 94.21216, "loss_bbox": 0.20801, "loss_mask": 0.21942, "loss": 0.62588, "time": 0.78193}
{"mode": "train", "epoch": 11, "iter": 3250, "lr": 1e-05, "memory": 13582, "data_time": 0.04565, "loss_rpn_cls": 0.01388, "loss_rpn_bbox": 0.03868, "loss_cls": 0.15369, "acc": 94.12939, "loss_bbox": 0.2116, "loss_mask": 0.22008, "loss": 0.63793, "time": 0.78403}
{"mode": "train", "epoch": 11, "iter": 3300, "lr": 1e-05, "memory": 13582, "data_time": 0.03496, "loss_rpn_cls": 0.01207, "loss_rpn_bbox": 0.03414, "loss_cls": 0.14567, "acc": 94.40259, "loss_bbox": 0.20527, "loss_mask": 0.21487, "loss": 0.61203, "time": 0.77486}
{"mode": "train", "epoch": 11, "iter": 3350, "lr": 1e-05, "memory": 13582, "data_time": 0.03347, "loss_rpn_cls": 0.0132, "loss_rpn_bbox": 0.03514, "loss_cls": 0.14519, "acc": 94.45117, "loss_bbox": 0.19892, "loss_mask": 0.20975, "loss": 0.60219, "time": 0.81984}
{"mode": "train", "epoch": 11, "iter": 3400, "lr": 1e-05, "memory": 13582, "data_time": 0.03611, "loss_rpn_cls": 0.01398, "loss_rpn_bbox": 0.03786, "loss_cls": 0.15015, "acc": 94.1687, "loss_bbox": 0.21079, "loss_mask": 0.2205, "loss": 0.63327, "time": 0.78028}
{"mode": "train", "epoch": 11, "iter": 3450, "lr": 1e-05, "memory": 13582, "data_time": 0.0323, "loss_rpn_cls": 0.01276, "loss_rpn_bbox": 0.03498, "loss_cls": 0.14462, "acc": 94.4668, "loss_bbox": 0.19887, "loss_mask": 0.21371, "loss": 0.60494, "time": 0.85733}
{"mode": "train", "epoch": 11, "iter": 3500, "lr": 1e-05, "memory": 13582, "data_time": 0.04542, "loss_rpn_cls": 0.01371, "loss_rpn_bbox": 0.03719, "loss_cls": 0.14868, "acc": 94.22095, "loss_bbox": 0.20653, "loss_mask": 0.21737, "loss": 0.62348, "time": 0.87003}
{"mode": "train", "epoch": 11, "iter": 3550, "lr": 1e-05, "memory": 13582, "data_time": 0.03236, "loss_rpn_cls": 0.01298, "loss_rpn_bbox": 0.03388, "loss_cls": 0.14801, "acc": 94.41357, "loss_bbox": 0.20339, "loss_mask": 0.21537, "loss": 0.61364, "time": 0.81973}
{"mode": "train", "epoch": 11, "iter": 3600, "lr": 1e-05, "memory": 13582, "data_time": 0.04061, "loss_rpn_cls": 0.0113, "loss_rpn_bbox": 0.03509, "loss_cls": 0.13805, "acc": 94.75464, "loss_bbox": 0.19759, "loss_mask": 0.20936, "loss": 0.59138, "time": 0.83722}
{"mode": "train", "epoch": 11, "iter": 3650, "lr": 1e-05, "memory": 13582, "data_time": 0.03079, "loss_rpn_cls": 0.014, "loss_rpn_bbox": 0.03482, "loss_cls": 0.14147, "acc": 94.59497, "loss_bbox": 0.19735, "loss_mask": 0.21603, "loss": 0.60368, "time": 0.77469}
{"mode": "train", "epoch": 11, "iter": 3700, "lr": 1e-05, "memory": 13582, "data_time": 0.04157, "loss_rpn_cls": 0.01384, "loss_rpn_bbox": 0.03621, "loss_cls": 0.15346, "acc": 94.0459, "loss_bbox": 0.21191, "loss_mask": 0.21643, "loss": 0.63185, "time": 0.77779}
{"mode": "train", "epoch": 11, "iter": 3750, "lr": 1e-05, "memory": 13582, "data_time": 0.03077, "loss_rpn_cls": 0.01258, "loss_rpn_bbox": 0.03593, "loss_cls": 0.14232, "acc": 94.57935, "loss_bbox": 0.19765, "loss_mask": 0.21363, "loss": 0.60211, "time": 0.77223}
{"mode": "train", "epoch": 11, "iter": 3800, "lr": 1e-05, "memory": 13582, "data_time": 0.03319, "loss_rpn_cls": 0.01306, "loss_rpn_bbox": 0.03354, "loss_cls": 0.14007, "acc": 94.6394, "loss_bbox": 0.19475, "loss_mask": 0.20691, "loss": 0.58834, "time": 0.77747}
{"mode": "train", "epoch": 11, "iter": 3850, "lr": 1e-05, "memory": 13582, "data_time": 0.03384, "loss_rpn_cls": 0.01223, "loss_rpn_bbox": 0.03367, "loss_cls": 0.14231, "acc": 94.59131, "loss_bbox": 0.19316, "loss_mask": 0.21104, "loss": 0.59242, "time": 0.77164}
{"mode": "train", "epoch": 11, "iter": 3900, "lr": 1e-05, "memory": 13582, "data_time": 0.03449, "loss_rpn_cls": 0.01383, "loss_rpn_bbox": 0.03696, "loss_cls": 0.14728, "acc": 94.38037, "loss_bbox": 0.20602, "loss_mask": 0.21825, "loss": 0.62234, "time": 0.77894}
{"mode": "train", "epoch": 11, "iter": 3950, "lr": 1e-05, "memory": 13582, "data_time": 0.03966, "loss_rpn_cls": 0.01469, "loss_rpn_bbox": 0.0385, "loss_cls": 0.15275, "acc": 94.17212, "loss_bbox": 0.20813, "loss_mask": 0.21451, "loss": 0.62857, "time": 0.83316}
{"mode": "train", "epoch": 11, "iter": 4000, "lr": 1e-05, "memory": 13582, "data_time": 0.03596, "loss_rpn_cls": 0.01435, "loss_rpn_bbox": 0.03752, "loss_cls": 0.15186, "acc": 94.15137, "loss_bbox": 0.20938, "loss_mask": 0.21553, "loss": 0.62865, "time": 0.78427}
{"mode": "train", "epoch": 11, "iter": 4050, "lr": 1e-05, "memory": 13582, "data_time": 0.03831, "loss_rpn_cls": 0.01232, "loss_rpn_bbox": 0.03581, "loss_cls": 0.14596, "acc": 94.44458, "loss_bbox": 0.19929, "loss_mask": 0.21163, "loss": 0.605, "time": 0.86652}
{"mode": "train", "epoch": 11, "iter": 4100, "lr": 1e-05, "memory": 13582, "data_time": 0.03198, "loss_rpn_cls": 0.01303, "loss_rpn_bbox": 0.03537, "loss_cls": 0.14542, "acc": 94.44556, "loss_bbox": 0.1994, "loss_mask": 0.21494, "loss": 0.60816, "time": 0.86422}
{"mode": "train", "epoch": 11, "iter": 4150, "lr": 1e-05, "memory": 13582, "data_time": 0.03826, "loss_rpn_cls": 0.01357, "loss_rpn_bbox": 0.03505, "loss_cls": 0.14598, "acc": 94.51196, "loss_bbox": 0.2023, "loss_mask": 0.2186, "loss": 0.6155, "time": 0.82635}
{"mode": "train", "epoch": 11, "iter": 4200, "lr": 1e-05, "memory": 13582, "data_time": 0.03184, "loss_rpn_cls": 0.01212, "loss_rpn_bbox": 0.03501, "loss_cls": 0.14092, "acc": 94.55347, "loss_bbox": 0.19742, "loss_mask": 0.20853, "loss": 0.59399, "time": 0.82504}
{"mode": "train", "epoch": 11, "iter": 4250, "lr": 1e-05, "memory": 13582, "data_time": 0.03475, "loss_rpn_cls": 0.01175, "loss_rpn_bbox": 0.03472, "loss_cls": 0.14215, "acc": 94.54956, "loss_bbox": 0.20047, "loss_mask": 0.21192, "loss": 0.601, "time": 0.7732}
{"mode": "train", "epoch": 11, "iter": 4300, "lr": 1e-05, "memory": 13582, "data_time": 0.03299, "loss_rpn_cls": 0.01089, "loss_rpn_bbox": 0.03319, "loss_cls": 0.13708, "acc": 94.76831, "loss_bbox": 0.19222, "loss_mask": 0.21153, "loss": 0.58492, "time": 0.7637}
{"mode": "train", "epoch": 11, "iter": 4350, "lr": 1e-05, "memory": 13582, "data_time": 0.03988, "loss_rpn_cls": 0.01359, "loss_rpn_bbox": 0.03614, "loss_cls": 0.14794, "acc": 94.35815, "loss_bbox": 0.20353, "loss_mask": 0.2193, "loss": 0.62049, "time": 0.77233}
{"mode": "train", "epoch": 11, "iter": 4400, "lr": 1e-05, "memory": 13582, "data_time": 0.03115, "loss_rpn_cls": 0.01396, "loss_rpn_bbox": 0.03689, "loss_cls": 0.14582, "acc": 94.38623, "loss_bbox": 0.20713, "loss_mask": 0.21609, "loss": 0.6199, "time": 0.77515}
{"mode": "train", "epoch": 11, "iter": 4450, "lr": 1e-05, "memory": 13582, "data_time": 0.03249, "loss_rpn_cls": 0.01182, "loss_rpn_bbox": 0.0346, "loss_cls": 0.1418, "acc": 94.58545, "loss_bbox": 0.19694, "loss_mask": 0.21028, "loss": 0.59544, "time": 0.77744}
{"mode": "train", "epoch": 11, "iter": 4500, "lr": 1e-05, "memory": 13582, "data_time": 0.03997, "loss_rpn_cls": 0.01254, "loss_rpn_bbox": 0.03719, "loss_cls": 0.15108, "acc": 94.14331, "loss_bbox": 0.2046, "loss_mask": 0.21546, "loss": 0.62087, "time": 0.7757}
{"mode": "train", "epoch": 11, "iter": 4550, "lr": 1e-05, "memory": 13582, "data_time": 0.03653, "loss_rpn_cls": 0.01231, "loss_rpn_bbox": 0.03568, "loss_cls": 0.14297, "acc": 94.36768, "loss_bbox": 0.20186, "loss_mask": 0.21831, "loss": 0.61114, "time": 0.83711}
{"mode": "train", "epoch": 11, "iter": 4600, "lr": 1e-05, "memory": 13582, "data_time": 0.02924, "loss_rpn_cls": 0.01214, "loss_rpn_bbox": 0.03571, "loss_cls": 0.14841, "acc": 94.28467, "loss_bbox": 0.20447, "loss_mask": 0.2176, "loss": 0.61834, "time": 0.7744}
{"mode": "train", "epoch": 11, "iter": 4650, "lr": 1e-05, "memory": 13582, "data_time": 0.03752, "loss_rpn_cls": 0.01398, "loss_rpn_bbox": 0.03613, "loss_cls": 0.14681, "acc": 94.36865, "loss_bbox": 0.20547, "loss_mask": 0.21936, "loss": 0.62175, "time": 0.86501}
{"mode": "train", "epoch": 11, "iter": 4700, "lr": 1e-05, "memory": 13582, "data_time": 0.04175, "loss_rpn_cls": 0.01338, "loss_rpn_bbox": 0.03762, "loss_cls": 0.15083, "acc": 94.25195, "loss_bbox": 0.21198, "loss_mask": 0.21715, "loss": 0.63096, "time": 0.87617}
{"mode": "train", "epoch": 11, "iter": 4750, "lr": 1e-05, "memory": 13582, "data_time": 0.0417, "loss_rpn_cls": 0.01252, "loss_rpn_bbox": 0.03624, "loss_cls": 0.14736, "acc": 94.36938, "loss_bbox": 0.20819, "loss_mask": 0.21304, "loss": 0.61736, "time": 0.88644}
{"mode": "train", "epoch": 11, "iter": 4800, "lr": 1e-05, "memory": 13582, "data_time": 0.03498, "loss_rpn_cls": 0.01333, "loss_rpn_bbox": 0.03668, "loss_cls": 0.14507, "acc": 94.4646, "loss_bbox": 0.20025, "loss_mask": 0.2158, "loss": 0.61113, "time": 0.77407}
{"mode": "train", "epoch": 11, "iter": 4850, "lr": 1e-05, "memory": 13582, "data_time": 0.03507, "loss_rpn_cls": 0.01337, "loss_rpn_bbox": 0.03481, "loss_cls": 0.14574, "acc": 94.39575, "loss_bbox": 0.20154, "loss_mask": 0.21637, "loss": 0.61183, "time": 0.78243}
{"mode": "train", "epoch": 11, "iter": 4900, "lr": 1e-05, "memory": 13582, "data_time": 0.03901, "loss_rpn_cls": 0.01213, "loss_rpn_bbox": 0.03477, "loss_cls": 0.14449, "acc": 94.45215, "loss_bbox": 0.19918, "loss_mask": 0.21042, "loss": 0.601, "time": 0.77934}
{"mode": "train", "epoch": 11, "iter": 4950, "lr": 1e-05, "memory": 13582, "data_time": 0.02889, "loss_rpn_cls": 0.01388, "loss_rpn_bbox": 0.03585, "loss_cls": 0.14942, "acc": 94.28955, "loss_bbox": 0.20775, "loss_mask": 0.21858, "loss": 0.62549, "time": 0.77543}
{"mode": "train", "epoch": 11, "iter": 5000, "lr": 1e-05, "memory": 13582, "data_time": 0.03951, "loss_rpn_cls": 0.01292, "loss_rpn_bbox": 0.03467, "loss_cls": 0.14352, "acc": 94.43237, "loss_bbox": 0.19665, "loss_mask": 0.20777, "loss": 0.59553, "time": 0.77701}
{"mode": "train", "epoch": 11, "iter": 5050, "lr": 1e-05, "memory": 13582, "data_time": 0.03862, "loss_rpn_cls": 0.01309, "loss_rpn_bbox": 0.03602, "loss_cls": 0.14779, "acc": 94.32739, "loss_bbox": 0.20654, "loss_mask": 0.2178, "loss": 0.62124, "time": 0.77877}
{"mode": "train", "epoch": 11, "iter": 5100, "lr": 1e-05, "memory": 13582, "data_time": 0.02917, "loss_rpn_cls": 0.01189, "loss_rpn_bbox": 0.03608, "loss_cls": 0.14535, "acc": 94.39233, "loss_bbox": 0.20442, "loss_mask": 0.21711, "loss": 0.61484, "time": 0.77378}
{"mode": "train", "epoch": 11, "iter": 5150, "lr": 1e-05, "memory": 13582, "data_time": 0.03729, "loss_rpn_cls": 0.01254, "loss_rpn_bbox": 0.03553, "loss_cls": 0.14364, "acc": 94.5415, "loss_bbox": 0.2, "loss_mask": 0.21787, "loss": 0.60958, "time": 0.84165}
{"mode": "train", "epoch": 11, "iter": 5200, "lr": 1e-05, "memory": 13582, "data_time": 0.04097, "loss_rpn_cls": 0.01326, "loss_rpn_bbox": 0.03767, "loss_cls": 0.15308, "acc": 94.12988, "loss_bbox": 0.21187, "loss_mask": 0.22012, "loss": 0.636, "time": 0.82617}
{"mode": "train", "epoch": 11, "iter": 5250, "lr": 1e-05, "memory": 13582, "data_time": 0.03239, "loss_rpn_cls": 0.0127, "loss_rpn_bbox": 0.03561, "loss_cls": 0.14419, "acc": 94.45801, "loss_bbox": 0.20335, "loss_mask": 0.21263, "loss": 0.60848, "time": 0.82635}
{"mode": "train", "epoch": 11, "iter": 5300, "lr": 1e-05, "memory": 13582, "data_time": 0.03213, "loss_rpn_cls": 0.01098, "loss_rpn_bbox": 0.03451, "loss_cls": 0.13755, "acc": 94.6814, "loss_bbox": 0.19071, "loss_mask": 0.20734, "loss": 0.58109, "time": 0.92434}
{"mode": "train", "epoch": 11, "iter": 5350, "lr": 1e-05, "memory": 13582, "data_time": 0.04781, "loss_rpn_cls": 0.01427, "loss_rpn_bbox": 0.03488, "loss_cls": 0.14709, "acc": 94.33936, "loss_bbox": 0.20264, "loss_mask": 0.21993, "loss": 0.61881, "time": 0.84127}
{"mode": "train", "epoch": 11, "iter": 5400, "lr": 1e-05, "memory": 13582, "data_time": 0.04191, "loss_rpn_cls": 0.01309, "loss_rpn_bbox": 0.03583, "loss_cls": 0.14568, "acc": 94.53247, "loss_bbox": 0.2011, "loss_mask": 0.21454, "loss": 0.61024, "time": 0.78247}
{"mode": "train", "epoch": 11, "iter": 5450, "lr": 1e-05, "memory": 13582, "data_time": 0.04143, "loss_rpn_cls": 0.01438, "loss_rpn_bbox": 0.03812, "loss_cls": 0.15794, "acc": 94.04102, "loss_bbox": 0.21313, "loss_mask": 0.22336, "loss": 0.64693, "time": 0.78209}
{"mode": "train", "epoch": 11, "iter": 5500, "lr": 1e-05, "memory": 13582, "data_time": 0.03698, "loss_rpn_cls": 0.01306, "loss_rpn_bbox": 0.03557, "loss_cls": 0.1424, "acc": 94.61011, "loss_bbox": 0.19756, "loss_mask": 0.21432, "loss": 0.60291, "time": 0.77155}
{"mode": "train", "epoch": 11, "iter": 5550, "lr": 1e-05, "memory": 13582, "data_time": 0.03326, "loss_rpn_cls": 0.01395, "loss_rpn_bbox": 0.03668, "loss_cls": 0.14657, "acc": 94.42334, "loss_bbox": 0.20288, "loss_mask": 0.21715, "loss": 0.61723, "time": 0.77166}
{"mode": "train", "epoch": 11, "iter": 5600, "lr": 1e-05, "memory": 13582, "data_time": 0.03538, "loss_rpn_cls": 0.0118, "loss_rpn_bbox": 0.03472, "loss_cls": 0.1404, "acc": 94.70557, "loss_bbox": 0.19299, "loss_mask": 0.20945, "loss": 0.58936, "time": 0.77177}
{"mode": "train", "epoch": 11, "iter": 5650, "lr": 1e-05, "memory": 13582, "data_time": 0.03893, "loss_rpn_cls": 0.01396, "loss_rpn_bbox": 0.03667, "loss_cls": 0.14981, "acc": 94.27637, "loss_bbox": 0.20579, "loss_mask": 0.21155, "loss": 0.61778, "time": 0.78115}
{"mode": "train", "epoch": 11, "iter": 5700, "lr": 1e-05, "memory": 13582, "data_time": 0.04113, "loss_rpn_cls": 0.0131, "loss_rpn_bbox": 0.03489, "loss_cls": 0.1446, "acc": 94.47705, "loss_bbox": 0.20036, "loss_mask": 0.2164, "loss": 0.60935, "time": 0.77332}
{"mode": "train", "epoch": 11, "iter": 5750, "lr": 1e-05, "memory": 13582, "data_time": 0.03688, "loss_rpn_cls": 0.01172, "loss_rpn_bbox": 0.03452, "loss_cls": 0.14794, "acc": 94.36108, "loss_bbox": 0.19989, "loss_mask": 0.21249, "loss": 0.60656, "time": 0.83094}
{"mode": "train", "epoch": 11, "iter": 5800, "lr": 1e-05, "memory": 13582, "data_time": 0.03811, "loss_rpn_cls": 0.01306, "loss_rpn_bbox": 0.03632, "loss_cls": 0.14403, "acc": 94.49976, "loss_bbox": 0.20116, "loss_mask": 0.21211, "loss": 0.60668, "time": 0.81785}
{"mode": "train", "epoch": 11, "iter": 5850, "lr": 1e-05, "memory": 13582, "data_time": 0.03663, "loss_rpn_cls": 0.0137, "loss_rpn_bbox": 0.0362, "loss_cls": 0.14805, "acc": 94.33765, "loss_bbox": 0.20148, "loss_mask": 0.21426, "loss": 0.61371, "time": 0.89}
{"mode": "train", "epoch": 11, "iter": 5900, "lr": 1e-05, "memory": 13582, "data_time": 0.0377, "loss_rpn_cls": 0.01349, "loss_rpn_bbox": 0.03753, "loss_cls": 0.15301, "acc": 94.08325, "loss_bbox": 0.20918, "loss_mask": 0.21796, "loss": 0.63118, "time": 0.88393}
{"mode": "train", "epoch": 11, "iter": 5950, "lr": 1e-05, "memory": 13582, "data_time": 0.0328, "loss_rpn_cls": 0.01262, "loss_rpn_bbox": 0.03611, "loss_cls": 0.14582, "acc": 94.37354, "loss_bbox": 0.19901, "loss_mask": 0.21343, "loss": 0.60699, "time": 0.87753}
{"mode": "train", "epoch": 11, "iter": 6000, "lr": 1e-05, "memory": 13582, "data_time": 0.03911, "loss_rpn_cls": 0.01202, "loss_rpn_bbox": 0.03522, "loss_cls": 0.15051, "acc": 94.37598, "loss_bbox": 0.20732, "loss_mask": 0.21359, "loss": 0.61868, "time": 0.77755}
{"mode": "train", "epoch": 11, "iter": 6050, "lr": 1e-05, "memory": 13582, "data_time": 0.03431, "loss_rpn_cls": 0.01295, "loss_rpn_bbox": 0.03539, "loss_cls": 0.14678, "acc": 94.35767, "loss_bbox": 0.20458, "loss_mask": 0.22043, "loss": 0.62013, "time": 0.771}
{"mode": "train", "epoch": 11, "iter": 6100, "lr": 1e-05, "memory": 13582, "data_time": 0.04238, "loss_rpn_cls": 0.01404, "loss_rpn_bbox": 0.03732, "loss_cls": 0.14932, "acc": 94.19116, "loss_bbox": 0.20814, "loss_mask": 0.21197, "loss": 0.6208, "time": 0.78114}
{"mode": "train", "epoch": 11, "iter": 6150, "lr": 1e-05, "memory": 13582, "data_time": 0.038, "loss_rpn_cls": 0.01345, "loss_rpn_bbox": 0.03691, "loss_cls": 0.14607, "acc": 94.38696, "loss_bbox": 0.20315, "loss_mask": 0.2155, "loss": 0.61509, "time": 0.78261}
{"mode": "train", "epoch": 11, "iter": 6200, "lr": 1e-05, "memory": 13582, "data_time": 0.04235, "loss_rpn_cls": 0.0128, "loss_rpn_bbox": 0.03625, "loss_cls": 0.14607, "acc": 94.3479, "loss_bbox": 0.2039, "loss_mask": 0.21587, "loss": 0.6149, "time": 0.78196}
{"mode": "train", "epoch": 11, "iter": 6250, "lr": 1e-05, "memory": 13582, "data_time": 0.03729, "loss_rpn_cls": 0.0134, "loss_rpn_bbox": 0.0345, "loss_cls": 0.14157, "acc": 94.58032, "loss_bbox": 0.19827, "loss_mask": 0.21226, "loss": 0.6, "time": 0.77644}
{"mode": "train", "epoch": 11, "iter": 6300, "lr": 1e-05, "memory": 13582, "data_time": 0.03766, "loss_rpn_cls": 0.0129, "loss_rpn_bbox": 0.03484, "loss_cls": 0.15044, "acc": 94.27661, "loss_bbox": 0.20443, "loss_mask": 0.21393, "loss": 0.61654, "time": 0.82922}
{"mode": "train", "epoch": 11, "iter": 6350, "lr": 1e-05, "memory": 13582, "data_time": 0.03654, "loss_rpn_cls": 0.01429, "loss_rpn_bbox": 0.03752, "loss_cls": 0.15471, "acc": 94.15259, "loss_bbox": 0.21311, "loss_mask": 0.216, "loss": 0.63563, "time": 0.82242}
{"mode": "train", "epoch": 11, "iter": 6400, "lr": 1e-05, "memory": 13582, "data_time": 0.03276, "loss_rpn_cls": 0.01422, "loss_rpn_bbox": 0.03664, "loss_cls": 0.15081, "acc": 94.19507, "loss_bbox": 0.20803, "loss_mask": 0.21439, "loss": 0.62409, "time": 0.81934}
{"mode": "train", "epoch": 11, "iter": 6450, "lr": 1e-05, "memory": 13582, "data_time": 0.04185, "loss_rpn_cls": 0.0129, "loss_rpn_bbox": 0.03564, "loss_cls": 0.14614, "acc": 94.33545, "loss_bbox": 0.20626, "loss_mask": 0.21748, "loss": 0.61842, "time": 0.86643}
{"mode": "train", "epoch": 11, "iter": 6500, "lr": 1e-05, "memory": 13582, "data_time": 0.03386, "loss_rpn_cls": 0.01272, "loss_rpn_bbox": 0.03553, "loss_cls": 0.14142, "acc": 94.57495, "loss_bbox": 0.19976, "loss_mask": 0.21469, "loss": 0.60411, "time": 0.86673}
{"mode": "train", "epoch": 11, "iter": 6550, "lr": 1e-05, "memory": 13582, "data_time": 0.03635, "loss_rpn_cls": 0.01318, "loss_rpn_bbox": 0.03711, "loss_cls": 0.15327, "acc": 94.17871, "loss_bbox": 0.21061, "loss_mask": 0.2189, "loss": 0.63308, "time": 0.81826}
{"mode": "train", "epoch": 11, "iter": 6600, "lr": 1e-05, "memory": 13582, "data_time": 0.03437, "loss_rpn_cls": 0.01231, "loss_rpn_bbox": 0.03338, "loss_cls": 0.13922, "acc": 94.67114, "loss_bbox": 0.19358, "loss_mask": 0.20891, "loss": 0.5874, "time": 0.77624}
{"mode": "train", "epoch": 11, "iter": 6650, "lr": 1e-05, "memory": 13582, "data_time": 0.03375, "loss_rpn_cls": 0.01259, "loss_rpn_bbox": 0.03653, "loss_cls": 0.14187, "acc": 94.56396, "loss_bbox": 0.19629, "loss_mask": 0.21395, "loss": 0.60122, "time": 0.77271}
{"mode": "train", "epoch": 11, "iter": 6700, "lr": 1e-05, "memory": 13582, "data_time": 0.03555, "loss_rpn_cls": 0.01353, "loss_rpn_bbox": 0.03627, "loss_cls": 0.1451, "acc": 94.427, "loss_bbox": 0.2001, "loss_mask": 0.21133, "loss": 0.60633, "time": 0.77102}
{"mode": "train", "epoch": 11, "iter": 6750, "lr": 1e-05, "memory": 13582, "data_time": 0.03809, "loss_rpn_cls": 0.01397, "loss_rpn_bbox": 0.0374, "loss_cls": 0.14933, "acc": 94.31836, "loss_bbox": 0.20613, "loss_mask": 0.21591, "loss": 0.62274, "time": 0.77418}
{"mode": "train", "epoch": 11, "iter": 6800, "lr": 1e-05, "memory": 13582, "data_time": 0.0406, "loss_rpn_cls": 0.01279, "loss_rpn_bbox": 0.03586, "loss_cls": 0.14155, "acc": 94.56763, "loss_bbox": 0.1947, "loss_mask": 0.21123, "loss": 0.59613, "time": 0.8239}
{"mode": "train", "epoch": 11, "iter": 6850, "lr": 1e-05, "memory": 13582, "data_time": 0.03653, "loss_rpn_cls": 0.01209, "loss_rpn_bbox": 0.03541, "loss_cls": 0.14604, "acc": 94.44482, "loss_bbox": 0.20294, "loss_mask": 0.21697, "loss": 0.61344, "time": 0.82655}
{"mode": "train", "epoch": 11, "iter": 6900, "lr": 1e-05, "memory": 13582, "data_time": 0.04482, "loss_rpn_cls": 0.0135, "loss_rpn_bbox": 0.0352, "loss_cls": 0.14894, "acc": 94.2959, "loss_bbox": 0.19998, "loss_mask": 0.21506, "loss": 0.61269, "time": 0.77673}
{"mode": "train", "epoch": 11, "iter": 6950, "lr": 1e-05, "memory": 13582, "data_time": 0.03659, "loss_rpn_cls": 0.01339, "loss_rpn_bbox": 0.03551, "loss_cls": 0.14731, "acc": 94.34253, "loss_bbox": 0.2033, "loss_mask": 0.21578, "loss": 0.61529, "time": 0.77841}
{"mode": "train", "epoch": 11, "iter": 7000, "lr": 1e-05, "memory": 13582, "data_time": 0.04211, "loss_rpn_cls": 0.01206, "loss_rpn_bbox": 0.03576, "loss_cls": 0.14498, "acc": 94.39111, "loss_bbox": 0.20528, "loss_mask": 0.21786, "loss": 0.61594, "time": 0.81814}
{"mode": "train", "epoch": 11, "iter": 7050, "lr": 1e-05, "memory": 13582, "data_time": 0.03591, "loss_rpn_cls": 0.01199, "loss_rpn_bbox": 0.03545, "loss_cls": 0.14162, "acc": 94.55103, "loss_bbox": 0.19968, "loss_mask": 0.21486, "loss": 0.60359, "time": 0.86881}
{"mode": "train", "epoch": 11, "iter": 7100, "lr": 1e-05, "memory": 13582, "data_time": 0.03526, "loss_rpn_cls": 0.01461, "loss_rpn_bbox": 0.03605, "loss_cls": 0.14432, "acc": 94.44849, "loss_bbox": 0.20198, "loss_mask": 0.21057, "loss": 0.60754, "time": 0.87354}
{"mode": "train", "epoch": 11, "iter": 7150, "lr": 1e-05, "memory": 13582, "data_time": 0.0349, "loss_rpn_cls": 0.01372, "loss_rpn_bbox": 0.03646, "loss_cls": 0.15299, "acc": 94.18262, "loss_bbox": 0.2097, "loss_mask": 0.21941, "loss": 0.63228, "time": 0.81632}
{"mode": "train", "epoch": 11, "iter": 7200, "lr": 1e-05, "memory": 13582, "data_time": 0.03523, "loss_rpn_cls": 0.01254, "loss_rpn_bbox": 0.03522, "loss_cls": 0.14482, "acc": 94.55542, "loss_bbox": 0.20111, "loss_mask": 0.22157, "loss": 0.61526, "time": 0.7707}
{"mode": "train", "epoch": 11, "iter": 7250, "lr": 1e-05, "memory": 13582, "data_time": 0.03652, "loss_rpn_cls": 0.01333, "loss_rpn_bbox": 0.0371, "loss_cls": 0.14934, "acc": 94.2771, "loss_bbox": 0.20391, "loss_mask": 0.21419, "loss": 0.61788, "time": 0.77658}
{"mode": "train", "epoch": 11, "iter": 7300, "lr": 1e-05, "memory": 13582, "data_time": 0.03248, "loss_rpn_cls": 0.01419, "loss_rpn_bbox": 0.03675, "loss_cls": 0.14842, "acc": 94.37012, "loss_bbox": 0.20476, "loss_mask": 0.21638, "loss": 0.62049, "time": 0.77705}
{"mode": "val", "epoch": 11, "iter": 625, "lr": 1e-05, "bbox_mAP": 0.47, "bbox_mAP_50": 0.699, "bbox_mAP_75": 0.508, "bbox_mAP_s": 0.278, "bbox_mAP_m": 0.506, "bbox_mAP_l": 0.654, "bbox_mAP_copypaste": "0.470 0.699 0.508 0.278 0.506 0.654", "segm_mAP": 0.418, "segm_mAP_50": 0.661, "segm_mAP_75": 0.445, "segm_mAP_s": 0.198, "segm_mAP_m": 0.45, "segm_mAP_l": 0.642, "segm_mAP_copypaste": "0.418 0.661 0.445 0.198 0.450 0.642"}
{"mode": "train", "epoch": 12, "iter": 50, "lr": 0.0, "memory": 13582, "data_time": 0.10115, "loss_rpn_cls": 0.01247, "loss_rpn_bbox": 0.03493, "loss_cls": 0.13926, "acc": 94.64258, "loss_bbox": 0.19713, "loss_mask": 0.21432, "loss": 0.5981, "time": 0.9541}
{"mode": "train", "epoch": 12, "iter": 100, "lr": 0.0, "memory": 13582, "data_time": 0.03269, "loss_rpn_cls": 0.01377, "loss_rpn_bbox": 0.03807, "loss_cls": 0.15096, "acc": 94.10425, "loss_bbox": 0.20933, "loss_mask": 0.21536, "loss": 0.62749, "time": 0.78753}
{"mode": "train", "epoch": 12, "iter": 150, "lr": 0.0, "memory": 13582, "data_time": 0.03631, "loss_rpn_cls": 0.01288, "loss_rpn_bbox": 0.03566, "loss_cls": 0.14133, "acc": 94.44092, "loss_bbox": 0.2025, "loss_mask": 0.21885, "loss": 0.61121, "time": 0.84468}
{"mode": "train", "epoch": 12, "iter": 200, "lr": 0.0, "memory": 13582, "data_time": 0.03679, "loss_rpn_cls": 0.01266, "loss_rpn_bbox": 0.03614, "loss_cls": 0.14457, "acc": 94.5, "loss_bbox": 0.20058, "loss_mask": 0.21243, "loss": 0.60638, "time": 0.77734}
{"mode": "train", "epoch": 12, "iter": 250, "lr": 0.0, "memory": 13582, "data_time": 0.03855, "loss_rpn_cls": 0.01328, "loss_rpn_bbox": 0.03672, "loss_cls": 0.1457, "acc": 94.36865, "loss_bbox": 0.19935, "loss_mask": 0.21538, "loss": 0.61043, "time": 0.77217}
{"mode": "train", "epoch": 12, "iter": 300, "lr": 0.0, "memory": 13582, "data_time": 0.03366, "loss_rpn_cls": 0.01164, "loss_rpn_bbox": 0.03523, "loss_cls": 0.13705, "acc": 94.70459, "loss_bbox": 0.19353, "loss_mask": 0.21228, "loss": 0.58973, "time": 0.76904}
{"mode": "train", "epoch": 12, "iter": 350, "lr": 0.0, "memory": 13582, "data_time": 0.03906, "loss_rpn_cls": 0.01207, "loss_rpn_bbox": 0.03404, "loss_cls": 0.1427, "acc": 94.50146, "loss_bbox": 0.20475, "loss_mask": 0.21322, "loss": 0.60679, "time": 0.82917}
{"mode": "train", "epoch": 12, "iter": 400, "lr": 0.0, "memory": 13582, "data_time": 0.04341, "loss_rpn_cls": 0.01311, "loss_rpn_bbox": 0.03725, "loss_cls": 0.14677, "acc": 94.41797, "loss_bbox": 0.20337, "loss_mask": 0.21949, "loss": 0.61999, "time": 0.77079}
{"mode": "train", "epoch": 12, "iter": 450, "lr": 0.0, "memory": 13582, "data_time": 0.03565, "loss_rpn_cls": 0.01246, "loss_rpn_bbox": 0.03709, "loss_cls": 0.14617, "acc": 94.4209, "loss_bbox": 0.20418, "loss_mask": 0.21182, "loss": 0.61171, "time": 0.76483}
{"mode": "train", "epoch": 12, "iter": 500, "lr": 0.0, "memory": 13582, "data_time": 0.04269, "loss_rpn_cls": 0.01173, "loss_rpn_bbox": 0.03562, "loss_cls": 0.14663, "acc": 94.37231, "loss_bbox": 0.20567, "loss_mask": 0.21289, "loss": 0.61254, "time": 0.76872}
{"mode": "train", "epoch": 12, "iter": 550, "lr": 0.0, "memory": 13582, "data_time": 0.0358, "loss_rpn_cls": 0.01463, "loss_rpn_bbox": 0.03742, "loss_cls": 0.15138, "acc": 94.1958, "loss_bbox": 0.20864, "loss_mask": 0.21291, "loss": 0.62497, "time": 0.81214}
{"mode": "train", "epoch": 12, "iter": 600, "lr": 0.0, "memory": 13582, "data_time": 0.04517, "loss_rpn_cls": 0.01269, "loss_rpn_bbox": 0.03441, "loss_cls": 0.13815, "acc": 94.66553, "loss_bbox": 0.19392, "loss_mask": 0.20924, "loss": 0.5884, "time": 0.76791}
{"mode": "train", "epoch": 12, "iter": 650, "lr": 0.0, "memory": 13582, "data_time": 0.04002, "loss_rpn_cls": 0.01334, "loss_rpn_bbox": 0.03742, "loss_cls": 0.15046, "acc": 94.22217, "loss_bbox": 0.20627, "loss_mask": 0.21625, "loss": 0.62374, "time": 0.91281}
{"mode": "train", "epoch": 12, "iter": 700, "lr": 0.0, "memory": 13582, "data_time": 0.03997, "loss_rpn_cls": 0.01331, "loss_rpn_bbox": 0.03792, "loss_cls": 0.15253, "acc": 94.04712, "loss_bbox": 0.21386, "loss_mask": 0.21878, "loss": 0.63639, "time": 0.8236}
{"mode": "train", "epoch": 12, "iter": 750, "lr": 0.0, "memory": 13582, "data_time": 0.03679, "loss_rpn_cls": 0.01276, "loss_rpn_bbox": 0.03578, "loss_cls": 0.1405, "acc": 94.67554, "loss_bbox": 0.19393, "loss_mask": 0.20914, "loss": 0.59211, "time": 0.76542}
{"mode": "train", "epoch": 12, "iter": 800, "lr": 0.0, "memory": 13582, "data_time": 0.04263, "loss_rpn_cls": 0.01148, "loss_rpn_bbox": 0.0359, "loss_cls": 0.14546, "acc": 94.3894, "loss_bbox": 0.2028, "loss_mask": 0.21536, "loss": 0.611, "time": 0.86378}
{"mode": "train", "epoch": 12, "iter": 850, "lr": 0.0, "memory": 13582, "data_time": 0.03797, "loss_rpn_cls": 0.01297, "loss_rpn_bbox": 0.03547, "loss_cls": 0.1445, "acc": 94.45605, "loss_bbox": 0.20294, "loss_mask": 0.22087, "loss": 0.61677, "time": 0.81445}
{"mode": "train", "epoch": 12, "iter": 900, "lr": 0.0, "memory": 13582, "data_time": 0.03077, "loss_rpn_cls": 0.01112, "loss_rpn_bbox": 0.03365, "loss_cls": 0.1361, "acc": 94.77612, "loss_bbox": 0.19117, "loss_mask": 0.20723, "loss": 0.57926, "time": 0.76581}
{"mode": "train", "epoch": 12, "iter": 950, "lr": 0.0, "memory": 13582, "data_time": 0.03482, "loss_rpn_cls": 0.0125, "loss_rpn_bbox": 0.03495, "loss_cls": 0.14873, "acc": 94.31445, "loss_bbox": 0.20174, "loss_mask": 0.21462, "loss": 0.61255, "time": 0.76492}
{"mode": "train", "epoch": 12, "iter": 1000, "lr": 0.0, "memory": 13582, "data_time": 0.02788, "loss_rpn_cls": 0.01214, "loss_rpn_bbox": 0.0332, "loss_cls": 0.14299, "acc": 94.49487, "loss_bbox": 0.20093, "loss_mask": 0.20909, "loss": 0.59834, "time": 0.77116}
{"mode": "train", "epoch": 12, "iter": 1050, "lr": 0.0, "memory": 13582, "data_time": 0.03183, "loss_rpn_cls": 0.01275, "loss_rpn_bbox": 0.03421, "loss_cls": 0.14654, "acc": 94.39502, "loss_bbox": 0.19745, "loss_mask": 0.21428, "loss": 0.60524, "time": 0.76721}
{"mode": "train", "epoch": 12, "iter": 1100, "lr": 0.0, "memory": 13582, "data_time": 0.03075, "loss_rpn_cls": 0.0127, "loss_rpn_bbox": 0.03457, "loss_cls": 0.13963, "acc": 94.62085, "loss_bbox": 0.19839, "loss_mask": 0.21555, "loss": 0.60084, "time": 0.77693}
{"mode": "train", "epoch": 12, "iter": 1150, "lr": 0.0, "memory": 13582, "data_time": 0.04495, "loss_rpn_cls": 0.01284, "loss_rpn_bbox": 0.03605, "loss_cls": 0.14236, "acc": 94.50635, "loss_bbox": 0.19796, "loss_mask": 0.21065, "loss": 0.59986, "time": 0.87172}
{"mode": "train", "epoch": 12, "iter": 1200, "lr": 0.0, "memory": 13582, "data_time": 0.03938, "loss_rpn_cls": 0.01353, "loss_rpn_bbox": 0.0361, "loss_cls": 0.14894, "acc": 94.20435, "loss_bbox": 0.20574, "loss_mask": 0.21618, "loss": 0.6205, "time": 0.85028}
{"mode": "train", "epoch": 12, "iter": 1250, "lr": 0.0, "memory": 13582, "data_time": 0.02804, "loss_rpn_cls": 0.01216, "loss_rpn_bbox": 0.03391, "loss_cls": 0.14116, "acc": 94.58984, "loss_bbox": 0.1941, "loss_mask": 0.21055, "loss": 0.59188, "time": 0.81844}
{"mode": "train", "epoch": 12, "iter": 1300, "lr": 0.0, "memory": 13582, "data_time": 0.03117, "loss_rpn_cls": 0.01159, "loss_rpn_bbox": 0.03513, "loss_cls": 0.13953, "acc": 94.65649, "loss_bbox": 0.1964, "loss_mask": 0.21514, "loss": 0.59779, "time": 0.8543}
{"mode": "train", "epoch": 12, "iter": 1350, "lr": 0.0, "memory": 13582, "data_time": 0.0364, "loss_rpn_cls": 0.01358, "loss_rpn_bbox": 0.03877, "loss_cls": 0.15219, "acc": 94.16357, "loss_bbox": 0.21126, "loss_mask": 0.21689, "loss": 0.63269, "time": 0.77459}
{"mode": "train", "epoch": 12, "iter": 1400, "lr": 0.0, "memory": 13582, "data_time": 0.0323, "loss_rpn_cls": 0.01257, "loss_rpn_bbox": 0.03434, "loss_cls": 0.14015, "acc": 94.56226, "loss_bbox": 0.19638, "loss_mask": 0.20887, "loss": 0.59231, "time": 0.77144}
{"mode": "train", "epoch": 12, "iter": 1450, "lr": 0.0, "memory": 13582, "data_time": 0.03043, "loss_rpn_cls": 0.01293, "loss_rpn_bbox": 0.03547, "loss_cls": 0.14613, "acc": 94.36938, "loss_bbox": 0.20731, "loss_mask": 0.21426, "loss": 0.61609, "time": 0.85624}
{"mode": "train", "epoch": 12, "iter": 1500, "lr": 0.0, "memory": 13582, "data_time": 0.03272, "loss_rpn_cls": 0.01376, "loss_rpn_bbox": 0.03706, "loss_cls": 0.14948, "acc": 94.271, "loss_bbox": 0.20531, "loss_mask": 0.21636, "loss": 0.62197, "time": 0.76436}
{"mode": "train", "epoch": 12, "iter": 1550, "lr": 0.0, "memory": 13582, "data_time": 0.03523, "loss_rpn_cls": 0.01313, "loss_rpn_bbox": 0.03641, "loss_cls": 0.14899, "acc": 94.21069, "loss_bbox": 0.20676, "loss_mask": 0.21256, "loss": 0.61785, "time": 0.77201}
{"mode": "train", "epoch": 12, "iter": 1600, "lr": 0.0, "memory": 13582, "data_time": 0.03456, "loss_rpn_cls": 0.01291, "loss_rpn_bbox": 0.03658, "loss_cls": 0.14339, "acc": 94.44385, "loss_bbox": 0.20008, "loss_mask": 0.21263, "loss": 0.6056, "time": 0.76592}
{"mode": "train", "epoch": 12, "iter": 1650, "lr": 0.0, "memory": 13582, "data_time": 0.03135, "loss_rpn_cls": 0.01299, "loss_rpn_bbox": 0.03618, "loss_cls": 0.14852, "acc": 94.29712, "loss_bbox": 0.20286, "loss_mask": 0.21797, "loss": 0.61852, "time": 0.76312}
{"mode": "train", "epoch": 12, "iter": 1700, "lr": 0.0, "memory": 13582, "data_time": 0.03291, "loss_rpn_cls": 0.01206, "loss_rpn_bbox": 0.03368, "loss_cls": 0.14243, "acc": 94.51733, "loss_bbox": 0.20095, "loss_mask": 0.21125, "loss": 0.60037, "time": 0.81667}
{"mode": "train", "epoch": 12, "iter": 1750, "lr": 0.0, "memory": 13582, "data_time": 0.03246, "loss_rpn_cls": 0.01055, "loss_rpn_bbox": 0.03292, "loss_cls": 0.13985, "acc": 94.62622, "loss_bbox": 0.18942, "loss_mask": 0.21001, "loss": 0.58275, "time": 0.80123}
{"mode": "train", "epoch": 12, "iter": 1800, "lr": 0.0, "memory": 13582, "data_time": 0.04831, "loss_rpn_cls": 0.01538, "loss_rpn_bbox": 0.03645, "loss_cls": 0.1448, "acc": 94.46948, "loss_bbox": 0.20318, "loss_mask": 0.21782, "loss": 0.61763, "time": 0.82866}
{"mode": "train", "epoch": 12, "iter": 1850, "lr": 0.0, "memory": 13582, "data_time": 0.03666, "loss_rpn_cls": 0.01366, "loss_rpn_bbox": 0.0374, "loss_cls": 0.14629, "acc": 94.29858, "loss_bbox": 0.20751, "loss_mask": 0.21563, "loss": 0.62049, "time": 0.82016}
{"mode": "train", "epoch": 12, "iter": 1900, "lr": 0.0, "memory": 13582, "data_time": 0.04172, "loss_rpn_cls": 0.01277, "loss_rpn_bbox": 0.03625, "loss_cls": 0.14884, "acc": 94.32568, "loss_bbox": 0.20306, "loss_mask": 0.21625, "loss": 0.61717, "time": 0.85611}
{"mode": "train", "epoch": 12, "iter": 1950, "lr": 0.0, "memory": 13582, "data_time": 0.0337, "loss_rpn_cls": 0.01349, "loss_rpn_bbox": 0.0369, "loss_cls": 0.14219, "acc": 94.50464, "loss_bbox": 0.20284, "loss_mask": 0.21179, "loss": 0.60721, "time": 0.77431}
{"mode": "train", "epoch": 12, "iter": 2000, "lr": 0.0, "memory": 13582, "data_time": 0.03328, "loss_rpn_cls": 0.01246, "loss_rpn_bbox": 0.0351, "loss_cls": 0.14063, "acc": 94.59814, "loss_bbox": 0.19675, "loss_mask": 0.20957, "loss": 0.59451, "time": 0.77248}
{"mode": "train", "epoch": 12, "iter": 2050, "lr": 0.0, "memory": 13582, "data_time": 0.03147, "loss_rpn_cls": 0.01284, "loss_rpn_bbox": 0.03485, "loss_cls": 0.13948, "acc": 94.60547, "loss_bbox": 0.19553, "loss_mask": 0.20732, "loss": 0.59003, "time": 0.85103}
{"mode": "train", "epoch": 12, "iter": 2100, "lr": 0.0, "memory": 13582, "data_time": 0.0367, "loss_rpn_cls": 0.01243, "loss_rpn_bbox": 0.03635, "loss_cls": 0.14118, "acc": 94.60522, "loss_bbox": 0.19974, "loss_mask": 0.21657, "loss": 0.60626, "time": 0.76612}
{"mode": "train", "epoch": 12, "iter": 2150, "lr": 0.0, "memory": 13582, "data_time": 0.03458, "loss_rpn_cls": 0.01225, "loss_rpn_bbox": 0.03386, "loss_cls": 0.1427, "acc": 94.4939, "loss_bbox": 0.19825, "loss_mask": 0.2122, "loss": 0.59927, "time": 0.76584}
{"mode": "train", "epoch": 12, "iter": 2200, "lr": 0.0, "memory": 13582, "data_time": 0.04304, "loss_rpn_cls": 0.01266, "loss_rpn_bbox": 0.03585, "loss_cls": 0.14355, "acc": 94.46216, "loss_bbox": 0.20571, "loss_mask": 0.21404, "loss": 0.61182, "time": 0.77248}
{"mode": "train", "epoch": 12, "iter": 2250, "lr": 0.0, "memory": 13582, "data_time": 0.02993, "loss_rpn_cls": 0.01206, "loss_rpn_bbox": 0.03146, "loss_cls": 0.13694, "acc": 94.68555, "loss_bbox": 0.19243, "loss_mask": 0.20942, "loss": 0.58232, "time": 0.76647}
{"mode": "train", "epoch": 12, "iter": 2300, "lr": 0.0, "memory": 13582, "data_time": 0.04252, "loss_rpn_cls": 0.0129, "loss_rpn_bbox": 0.03439, "loss_cls": 0.14201, "acc": 94.54858, "loss_bbox": 0.19548, "loss_mask": 0.21341, "loss": 0.59819, "time": 0.86295}
{"mode": "train", "epoch": 12, "iter": 2350, "lr": 0.0, "memory": 13582, "data_time": 0.03158, "loss_rpn_cls": 0.01213, "loss_rpn_bbox": 0.03409, "loss_cls": 0.13798, "acc": 94.7168, "loss_bbox": 0.19399, "loss_mask": 0.20722, "loss": 0.58541, "time": 0.80826}
{"mode": "train", "epoch": 12, "iter": 2400, "lr": 0.0, "memory": 13582, "data_time": 0.03202, "loss_rpn_cls": 0.01258, "loss_rpn_bbox": 0.03693, "loss_cls": 0.14564, "acc": 94.38623, "loss_bbox": 0.20619, "loss_mask": 0.21366, "loss": 0.61501, "time": 0.77344}
{"mode": "train", "epoch": 12, "iter": 2450, "lr": 0.0, "memory": 13582, "data_time": 0.0393, "loss_rpn_cls": 0.01275, "loss_rpn_bbox": 0.03631, "loss_cls": 0.14142, "acc": 94.56177, "loss_bbox": 0.19876, "loss_mask": 0.21314, "loss": 0.6024, "time": 0.82188}
{"mode": "train", "epoch": 12, "iter": 2500, "lr": 0.0, "memory": 13582, "data_time": 0.03362, "loss_rpn_cls": 0.01277, "loss_rpn_bbox": 0.0342, "loss_cls": 0.13963, "acc": 94.59863, "loss_bbox": 0.19465, "loss_mask": 0.20685, "loss": 0.5881, "time": 0.85079}
{"mode": "train", "epoch": 12, "iter": 2550, "lr": 0.0, "memory": 13582, "data_time": 0.04371, "loss_rpn_cls": 0.01236, "loss_rpn_bbox": 0.03553, "loss_cls": 0.13965, "acc": 94.63843, "loss_bbox": 0.19821, "loss_mask": 0.2107, "loss": 0.59645, "time": 0.81912}
{"mode": "train", "epoch": 12, "iter": 2600, "lr": 0.0, "memory": 13582, "data_time": 0.03271, "loss_rpn_cls": 0.01252, "loss_rpn_bbox": 0.03672, "loss_cls": 0.14904, "acc": 94.31812, "loss_bbox": 0.20224, "loss_mask": 0.21442, "loss": 0.61495, "time": 0.76798}
{"mode": "train", "epoch": 12, "iter": 2650, "lr": 0.0, "memory": 13582, "data_time": 0.02975, "loss_rpn_cls": 0.01259, "loss_rpn_bbox": 0.03367, "loss_cls": 0.14295, "acc": 94.52002, "loss_bbox": 0.1991, "loss_mask": 0.21133, "loss": 0.59963, "time": 0.81546}
{"mode": "train", "epoch": 12, "iter": 2700, "lr": 0.0, "memory": 13582, "data_time": 0.03049, "loss_rpn_cls": 0.0123, "loss_rpn_bbox": 0.03375, "loss_cls": 0.14031, "acc": 94.63867, "loss_bbox": 0.19906, "loss_mask": 0.21094, "loss": 0.59636, "time": 0.7622}
{"mode": "train", "epoch": 12, "iter": 2750, "lr": 0.0, "memory": 13582, "data_time": 0.02731, "loss_rpn_cls": 0.01165, "loss_rpn_bbox": 0.03253, "loss_cls": 0.12851, "acc": 95.07275, "loss_bbox": 0.17896, "loss_mask": 0.20551, "loss": 0.55717, "time": 0.76701}
{"mode": "train", "epoch": 12, "iter": 2800, "lr": 0.0, "memory": 13582, "data_time": 0.03765, "loss_rpn_cls": 0.0119, "loss_rpn_bbox": 0.03233, "loss_cls": 0.13737, "acc": 94.69067, "loss_bbox": 0.18588, "loss_mask": 0.20447, "loss": 0.57194, "time": 0.81967}
{"mode": "train", "epoch": 12, "iter": 2850, "lr": 0.0, "memory": 13582, "data_time": 0.03809, "loss_rpn_cls": 0.01396, "loss_rpn_bbox": 0.03506, "loss_cls": 0.14657, "acc": 94.43433, "loss_bbox": 0.20147, "loss_mask": 0.21576, "loss": 0.61282, "time": 0.7773}
{"mode": "train", "epoch": 12, "iter": 2900, "lr": 0.0, "memory": 13582, "data_time": 0.03759, "loss_rpn_cls": 0.01273, "loss_rpn_bbox": 0.03495, "loss_cls": 0.1439, "acc": 94.44702, "loss_bbox": 0.20009, "loss_mask": 0.20977, "loss": 0.60144, "time": 0.8157}
{"mode": "train", "epoch": 12, "iter": 2950, "lr": 0.0, "memory": 13582, "data_time": 0.03048, "loss_rpn_cls": 0.01222, "loss_rpn_bbox": 0.03413, "loss_cls": 0.14155, "acc": 94.49854, "loss_bbox": 0.2013, "loss_mask": 0.2095, "loss": 0.5987, "time": 0.82291}
{"mode": "train", "epoch": 12, "iter": 3000, "lr": 0.0, "memory": 13582, "data_time": 0.03682, "loss_rpn_cls": 0.0132, "loss_rpn_bbox": 0.0372, "loss_cls": 0.14844, "acc": 94.24316, "loss_bbox": 0.20699, "loss_mask": 0.21911, "loss": 0.62494, "time": 0.76945}
{"mode": "train", "epoch": 12, "iter": 3050, "lr": 0.0, "memory": 13582, "data_time": 0.03984, "loss_rpn_cls": 0.01236, "loss_rpn_bbox": 0.03616, "loss_cls": 0.14642, "acc": 94.34961, "loss_bbox": 0.20339, "loss_mask": 0.21324, "loss": 0.61158, "time": 0.87361}
{"mode": "train", "epoch": 12, "iter": 3100, "lr": 0.0, "memory": 13582, "data_time": 0.03828, "loss_rpn_cls": 0.01169, "loss_rpn_bbox": 0.03487, "loss_cls": 0.14056, "acc": 94.58252, "loss_bbox": 0.19785, "loss_mask": 0.20771, "loss": 0.59267, "time": 0.857}
{"mode": "train", "epoch": 12, "iter": 3150, "lr": 0.0, "memory": 13582, "data_time": 0.02887, "loss_rpn_cls": 0.01371, "loss_rpn_bbox": 0.03798, "loss_cls": 0.15304, "acc": 94.07544, "loss_bbox": 0.21015, "loss_mask": 0.21875, "loss": 0.63362, "time": 0.76866}
{"mode": "train", "epoch": 12, "iter": 3200, "lr": 0.0, "memory": 13582, "data_time": 0.03447, "loss_rpn_cls": 0.01266, "loss_rpn_bbox": 0.03856, "loss_cls": 0.15107, "acc": 94.16455, "loss_bbox": 0.21159, "loss_mask": 0.21751, "loss": 0.63138, "time": 0.81232}
{"mode": "train", "epoch": 12, "iter": 3250, "lr": 0.0, "memory": 13582, "data_time": 0.02719, "loss_rpn_cls": 0.01122, "loss_rpn_bbox": 0.0342, "loss_cls": 0.13543, "acc": 94.70996, "loss_bbox": 0.195, "loss_mask": 0.21141, "loss": 0.58725, "time": 0.76504}
{"mode": "train", "epoch": 12, "iter": 3300, "lr": 0.0, "memory": 13582, "data_time": 0.03593, "loss_rpn_cls": 0.01251, "loss_rpn_bbox": 0.03603, "loss_cls": 0.14131, "acc": 94.56445, "loss_bbox": 0.1993, "loss_mask": 0.21399, "loss": 0.60313, "time": 0.76972}
{"mode": "train", "epoch": 12, "iter": 3350, "lr": 0.0, "memory": 13582, "data_time": 0.0355, "loss_rpn_cls": 0.0134, "loss_rpn_bbox": 0.03891, "loss_cls": 0.15072, "acc": 94.15503, "loss_bbox": 0.21227, "loss_mask": 0.21582, "loss": 0.63112, "time": 0.81657}
{"mode": "train", "epoch": 12, "iter": 3400, "lr": 0.0, "memory": 13582, "data_time": 0.04038, "loss_rpn_cls": 0.01084, "loss_rpn_bbox": 0.03447, "loss_cls": 0.13963, "acc": 94.53149, "loss_bbox": 0.19962, "loss_mask": 0.21445, "loss": 0.59901, "time": 0.77333}
{"mode": "train", "epoch": 12, "iter": 3450, "lr": 0.0, "memory": 13582, "data_time": 0.03633, "loss_rpn_cls": 0.01291, "loss_rpn_bbox": 0.03729, "loss_cls": 0.14176, "acc": 94.57959, "loss_bbox": 0.19904, "loss_mask": 0.2186, "loss": 0.60961, "time": 0.76704}
{"mode": "train", "epoch": 12, "iter": 3500, "lr": 0.0, "memory": 13582, "data_time": 0.03179, "loss_rpn_cls": 0.01229, "loss_rpn_bbox": 0.03676, "loss_cls": 0.1393, "acc": 94.59473, "loss_bbox": 0.19614, "loss_mask": 0.2124, "loss": 0.59689, "time": 0.81812}
{"mode": "train", "epoch": 12, "iter": 3550, "lr": 0.0, "memory": 13582, "data_time": 0.03552, "loss_rpn_cls": 0.0123, "loss_rpn_bbox": 0.03401, "loss_cls": 0.13255, "acc": 94.91602, "loss_bbox": 0.18793, "loss_mask": 0.20519, "loss": 0.57199, "time": 0.80747}
{"mode": "train", "epoch": 12, "iter": 3600, "lr": 0.0, "memory": 13582, "data_time": 0.03738, "loss_rpn_cls": 0.01296, "loss_rpn_bbox": 0.03649, "loss_cls": 0.14292, "acc": 94.4978, "loss_bbox": 0.20093, "loss_mask": 0.21151, "loss": 0.60481, "time": 0.8174}
{"mode": "train", "epoch": 12, "iter": 3650, "lr": 0.0, "memory": 13582, "data_time": 0.04284, "loss_rpn_cls": 0.0123, "loss_rpn_bbox": 0.03383, "loss_cls": 0.13916, "acc": 94.59155, "loss_bbox": 0.19728, "loss_mask": 0.21027, "loss": 0.59285, "time": 0.80979}
{"mode": "train", "epoch": 12, "iter": 3700, "lr": 0.0, "memory": 13582, "data_time": 0.02839, "loss_rpn_cls": 0.01186, "loss_rpn_bbox": 0.03539, "loss_cls": 0.14035, "acc": 94.61426, "loss_bbox": 0.19799, "loss_mask": 0.20929, "loss": 0.59489, "time": 0.76941}
{"mode": "train", "epoch": 12, "iter": 3750, "lr": 0.0, "memory": 13582, "data_time": 0.03831, "loss_rpn_cls": 0.01326, "loss_rpn_bbox": 0.03664, "loss_cls": 0.14882, "acc": 94.3606, "loss_bbox": 0.20282, "loss_mask": 0.21496, "loss": 0.6165, "time": 0.85555}
{"mode": "train", "epoch": 12, "iter": 3800, "lr": 0.0, "memory": 13582, "data_time": 0.03515, "loss_rpn_cls": 0.01186, "loss_rpn_bbox": 0.03571, "loss_cls": 0.14334, "acc": 94.50098, "loss_bbox": 0.19732, "loss_mask": 0.21068, "loss": 0.59891, "time": 0.81456}
{"mode": "train", "epoch": 12, "iter": 3850, "lr": 0.0, "memory": 13582, "data_time": 0.03962, "loss_rpn_cls": 0.01204, "loss_rpn_bbox": 0.03592, "loss_cls": 0.14854, "acc": 94.28979, "loss_bbox": 0.20323, "loss_mask": 0.21575, "loss": 0.61548, "time": 0.76806}
{"mode": "train", "epoch": 12, "iter": 3900, "lr": 0.0, "memory": 13582, "data_time": 0.0357, "loss_rpn_cls": 0.01291, "loss_rpn_bbox": 0.03592, "loss_cls": 0.14502, "acc": 94.33691, "loss_bbox": 0.20091, "loss_mask": 0.21013, "loss": 0.60488, "time": 0.76784}
{"mode": "train", "epoch": 12, "iter": 3950, "lr": 0.0, "memory": 13582, "data_time": 0.03318, "loss_rpn_cls": 0.01233, "loss_rpn_bbox": 0.03584, "loss_cls": 0.14338, "acc": 94.45654, "loss_bbox": 0.19948, "loss_mask": 0.21381, "loss": 0.60485, "time": 0.82032}
{"mode": "train", "epoch": 12, "iter": 4000, "lr": 0.0, "memory": 13582, "data_time": 0.03162, "loss_rpn_cls": 0.01176, "loss_rpn_bbox": 0.03343, "loss_cls": 0.13582, "acc": 94.68604, "loss_bbox": 0.19473, "loss_mask": 0.21014, "loss": 0.58588, "time": 0.7679}
{"mode": "train", "epoch": 12, "iter": 4050, "lr": 0.0, "memory": 13582, "data_time": 0.03265, "loss_rpn_cls": 0.01179, "loss_rpn_bbox": 0.03491, "loss_cls": 0.13987, "acc": 94.71069, "loss_bbox": 0.19474, "loss_mask": 0.21642, "loss": 0.59774, "time": 0.77}
{"mode": "train", "epoch": 12, "iter": 4100, "lr": 0.0, "memory": 13582, "data_time": 0.03796, "loss_rpn_cls": 0.01305, "loss_rpn_bbox": 0.03683, "loss_cls": 0.14548, "acc": 94.34375, "loss_bbox": 0.20708, "loss_mask": 0.21651, "loss": 0.61895, "time": 0.8569}
{"mode": "train", "epoch": 12, "iter": 4150, "lr": 0.0, "memory": 13582, "data_time": 0.03571, "loss_rpn_cls": 0.01217, "loss_rpn_bbox": 0.0358, "loss_cls": 0.1427, "acc": 94.46704, "loss_bbox": 0.20063, "loss_mask": 0.21468, "loss": 0.60599, "time": 0.77084}
{"mode": "train", "epoch": 12, "iter": 4200, "lr": 0.0, "memory": 13582, "data_time": 0.03181, "loss_rpn_cls": 0.01235, "loss_rpn_bbox": 0.03423, "loss_cls": 0.14511, "acc": 94.42603, "loss_bbox": 0.20167, "loss_mask": 0.21273, "loss": 0.60609, "time": 0.80932}
{"mode": "train", "epoch": 12, "iter": 4250, "lr": 0.0, "memory": 13582, "data_time": 0.03931, "loss_rpn_cls": 0.01309, "loss_rpn_bbox": 0.03507, "loss_cls": 0.1452, "acc": 94.42847, "loss_bbox": 0.20441, "loss_mask": 0.21118, "loss": 0.60896, "time": 0.81567}
{"mode": "train", "epoch": 12, "iter": 4300, "lr": 0.0, "memory": 13582, "data_time": 0.03442, "loss_rpn_cls": 0.01252, "loss_rpn_bbox": 0.0366, "loss_cls": 0.13944, "acc": 94.66626, "loss_bbox": 0.19412, "loss_mask": 0.21412, "loss": 0.5968, "time": 0.77023}
{"mode": "train", "epoch": 12, "iter": 4350, "lr": 0.0, "memory": 13582, "data_time": 0.03579, "loss_rpn_cls": 0.01307, "loss_rpn_bbox": 0.03595, "loss_cls": 0.13969, "acc": 94.54834, "loss_bbox": 0.19632, "loss_mask": 0.21138, "loss": 0.59642, "time": 0.85356}
{"mode": "train", "epoch": 12, "iter": 4400, "lr": 0.0, "memory": 13582, "data_time": 0.03514, "loss_rpn_cls": 0.01172, "loss_rpn_bbox": 0.0368, "loss_cls": 0.14115, "acc": 94.58252, "loss_bbox": 0.20038, "loss_mask": 0.21287, "loss": 0.60293, "time": 0.81467}
{"mode": "train", "epoch": 12, "iter": 4450, "lr": 0.0, "memory": 13582, "data_time": 0.03614, "loss_rpn_cls": 0.01338, "loss_rpn_bbox": 0.03611, "loss_cls": 0.15117, "acc": 94.19482, "loss_bbox": 0.20792, "loss_mask": 0.21143, "loss": 0.62, "time": 0.82628}
{"mode": "train", "epoch": 12, "iter": 4500, "lr": 0.0, "memory": 13582, "data_time": 0.04386, "loss_rpn_cls": 0.01267, "loss_rpn_bbox": 0.03685, "loss_cls": 0.14513, "acc": 94.40161, "loss_bbox": 0.20455, "loss_mask": 0.21477, "loss": 0.61397, "time": 0.76852}
{"mode": "train", "epoch": 12, "iter": 4550, "lr": 0.0, "memory": 13582, "data_time": 0.03531, "loss_rpn_cls": 0.01249, "loss_rpn_bbox": 0.03452, "loss_cls": 0.14185, "acc": 94.56201, "loss_bbox": 0.1968, "loss_mask": 0.21215, "loss": 0.59782, "time": 0.76345}
{"mode": "train", "epoch": 12, "iter": 4600, "lr": 0.0, "memory": 13582, "data_time": 0.03914, "loss_rpn_cls": 0.01321, "loss_rpn_bbox": 0.03557, "loss_cls": 0.14535, "acc": 94.44116, "loss_bbox": 0.19952, "loss_mask": 0.21388, "loss": 0.60754, "time": 0.82112}
{"mode": "train", "epoch": 12, "iter": 4650, "lr": 0.0, "memory": 13582, "data_time": 0.02868, "loss_rpn_cls": 0.01278, "loss_rpn_bbox": 0.03641, "loss_cls": 0.14005, "acc": 94.66016, "loss_bbox": 0.1997, "loss_mask": 0.21501, "loss": 0.60395, "time": 0.7708}
{"mode": "train", "epoch": 12, "iter": 4700, "lr": 0.0, "memory": 13582, "data_time": 0.03225, "loss_rpn_cls": 0.01256, "loss_rpn_bbox": 0.03605, "loss_cls": 0.14741, "acc": 94.35083, "loss_bbox": 0.20289, "loss_mask": 0.21658, "loss": 0.6155, "time": 0.82131}
{"mode": "train", "epoch": 12, "iter": 4750, "lr": 0.0, "memory": 13582, "data_time": 0.03105, "loss_rpn_cls": 0.01236, "loss_rpn_bbox": 0.03561, "loss_cls": 0.13755, "acc": 94.67285, "loss_bbox": 0.19479, "loss_mask": 0.20558, "loss": 0.5859, "time": 0.77667}
{"mode": "train", "epoch": 12, "iter": 4800, "lr": 0.0, "memory": 13582, "data_time": 0.03408, "loss_rpn_cls": 0.01213, "loss_rpn_bbox": 0.03432, "loss_cls": 0.14014, "acc": 94.54688, "loss_bbox": 0.19448, "loss_mask": 0.21062, "loss": 0.59169, "time": 0.81618}
{"mode": "train", "epoch": 12, "iter": 4850, "lr": 0.0, "memory": 13582, "data_time": 0.03689, "loss_rpn_cls": 0.01184, "loss_rpn_bbox": 0.03473, "loss_cls": 0.13831, "acc": 94.70605, "loss_bbox": 0.19603, "loss_mask": 0.21669, "loss": 0.5976, "time": 0.76451}
{"mode": "train", "epoch": 12, "iter": 4900, "lr": 0.0, "memory": 13582, "data_time": 0.03288, "loss_rpn_cls": 0.01249, "loss_rpn_bbox": 0.03297, "loss_cls": 0.1392, "acc": 94.59668, "loss_bbox": 0.19634, "loss_mask": 0.2107, "loss": 0.5917, "time": 0.80673}
{"mode": "train", "epoch": 12, "iter": 4950, "lr": 0.0, "memory": 13582, "data_time": 0.03889, "loss_rpn_cls": 0.013, "loss_rpn_bbox": 0.03603, "loss_cls": 0.14195, "acc": 94.50366, "loss_bbox": 0.20043, "loss_mask": 0.21078, "loss": 0.6022, "time": 0.85836}
{"mode": "train", "epoch": 12, "iter": 5000, "lr": 0.0, "memory": 13582, "data_time": 0.03306, "loss_rpn_cls": 0.01224, "loss_rpn_bbox": 0.03455, "loss_cls": 0.14356, "acc": 94.5752, "loss_bbox": 0.19816, "loss_mask": 0.21368, "loss": 0.60219, "time": 0.85511}
{"mode": "train", "epoch": 12, "iter": 5050, "lr": 0.0, "memory": 13582, "data_time": 0.03066, "loss_rpn_cls": 0.01152, "loss_rpn_bbox": 0.03222, "loss_cls": 0.13549, "acc": 94.78687, "loss_bbox": 0.18948, "loss_mask": 0.21204, "loss": 0.58075, "time": 0.76331}
{"mode": "train", "epoch": 12, "iter": 5100, "lr": 0.0, "memory": 13582, "data_time": 0.03365, "loss_rpn_cls": 0.01218, "loss_rpn_bbox": 0.03411, "loss_cls": 0.14167, "acc": 94.54883, "loss_bbox": 0.198, "loss_mask": 0.21461, "loss": 0.60057, "time": 0.76746}
{"mode": "train", "epoch": 12, "iter": 5150, "lr": 0.0, "memory": 13582, "data_time": 0.0294, "loss_rpn_cls": 0.0126, "loss_rpn_bbox": 0.03609, "loss_cls": 0.14566, "acc": 94.4458, "loss_bbox": 0.20511, "loss_mask": 0.21555, "loss": 0.61502, "time": 0.76481}
{"mode": "train", "epoch": 12, "iter": 5200, "lr": 0.0, "memory": 13582, "data_time": 0.03205, "loss_rpn_cls": 0.01124, "loss_rpn_bbox": 0.03524, "loss_cls": 0.13914, "acc": 94.61499, "loss_bbox": 0.19666, "loss_mask": 0.20937, "loss": 0.59165, "time": 0.81224}
{"mode": "train", "epoch": 12, "iter": 5250, "lr": 0.0, "memory": 13582, "data_time": 0.03496, "loss_rpn_cls": 0.01276, "loss_rpn_bbox": 0.03563, "loss_cls": 0.14442, "acc": 94.39917, "loss_bbox": 0.2025, "loss_mask": 0.21296, "loss": 0.60827, "time": 0.77578}
{"mode": "train", "epoch": 12, "iter": 5300, "lr": 0.0, "memory": 13582, "data_time": 0.03381, "loss_rpn_cls": 0.01313, "loss_rpn_bbox": 0.03763, "loss_cls": 0.14868, "acc": 94.30444, "loss_bbox": 0.20617, "loss_mask": 0.21738, "loss": 0.62299, "time": 0.82687}
{"mode": "train", "epoch": 12, "iter": 5350, "lr": 0.0, "memory": 13582, "data_time": 0.02756, "loss_rpn_cls": 0.0119, "loss_rpn_bbox": 0.03413, "loss_cls": 0.1382, "acc": 94.62109, "loss_bbox": 0.19677, "loss_mask": 0.21195, "loss": 0.59294, "time": 0.76971}
{"mode": "train", "epoch": 12, "iter": 5400, "lr": 0.0, "memory": 13582, "data_time": 0.03034, "loss_rpn_cls": 0.01256, "loss_rpn_bbox": 0.03324, "loss_cls": 0.1393, "acc": 94.6333, "loss_bbox": 0.19477, "loss_mask": 0.20672, "loss": 0.58659, "time": 0.80608}
{"mode": "train", "epoch": 12, "iter": 5450, "lr": 0.0, "memory": 13582, "data_time": 0.03242, "loss_rpn_cls": 0.01257, "loss_rpn_bbox": 0.03837, "loss_cls": 0.15402, "acc": 94.12573, "loss_bbox": 0.21143, "loss_mask": 0.214, "loss": 0.63038, "time": 0.77427}
{"mode": "train", "epoch": 12, "iter": 5500, "lr": 0.0, "memory": 13582, "data_time": 0.03502, "loss_rpn_cls": 0.01134, "loss_rpn_bbox": 0.03358, "loss_cls": 0.13341, "acc": 94.82202, "loss_bbox": 0.19151, "loss_mask": 0.21443, "loss": 0.58427, "time": 0.80712}
{"mode": "train", "epoch": 12, "iter": 5550, "lr": 0.0, "memory": 13582, "data_time": 0.03388, "loss_rpn_cls": 0.01285, "loss_rpn_bbox": 0.03542, "loss_cls": 0.14774, "acc": 94.3479, "loss_bbox": 0.20471, "loss_mask": 0.21368, "loss": 0.61439, "time": 0.87794}
{"mode": "train", "epoch": 12, "iter": 5600, "lr": 0.0, "memory": 13582, "data_time": 0.02908, "loss_rpn_cls": 0.01274, "loss_rpn_bbox": 0.0338, "loss_cls": 0.1402, "acc": 94.51709, "loss_bbox": 0.19743, "loss_mask": 0.2144, "loss": 0.59857, "time": 0.86563}
{"mode": "train", "epoch": 12, "iter": 5650, "lr": 0.0, "memory": 13582, "data_time": 0.02827, "loss_rpn_cls": 0.01139, "loss_rpn_bbox": 0.03255, "loss_cls": 0.13556, "acc": 94.78516, "loss_bbox": 0.1896, "loss_mask": 0.20453, "loss": 0.57363, "time": 0.76655}
{"mode": "train", "epoch": 12, "iter": 5700, "lr": 0.0, "memory": 13582, "data_time": 0.03566, "loss_rpn_cls": 0.01261, "loss_rpn_bbox": 0.03694, "loss_cls": 0.14147, "acc": 94.552, "loss_bbox": 0.20348, "loss_mask": 0.21246, "loss": 0.60697, "time": 0.77111}
{"mode": "train", "epoch": 12, "iter": 5750, "lr": 0.0, "memory": 13582, "data_time": 0.03375, "loss_rpn_cls": 0.01349, "loss_rpn_bbox": 0.03712, "loss_cls": 0.15251, "acc": 94.16919, "loss_bbox": 0.20897, "loss_mask": 0.21832, "loss": 0.6304, "time": 0.8182}
{"mode": "train", "epoch": 12, "iter": 5800, "lr": 0.0, "memory": 13582, "data_time": 0.02935, "loss_rpn_cls": 0.01295, "loss_rpn_bbox": 0.03601, "loss_cls": 0.14061, "acc": 94.51733, "loss_bbox": 0.20418, "loss_mask": 0.2145, "loss": 0.60826, "time": 0.77407}
{"mode": "train", "epoch": 12, "iter": 5850, "lr": 0.0, "memory": 13582, "data_time": 0.03921, "loss_rpn_cls": 0.01276, "loss_rpn_bbox": 0.03493, "loss_cls": 0.14326, "acc": 94.4978, "loss_bbox": 0.19932, "loss_mask": 0.21147, "loss": 0.60173, "time": 0.77459}
{"mode": "train", "epoch": 12, "iter": 5900, "lr": 0.0, "memory": 13582, "data_time": 0.03668, "loss_rpn_cls": 0.01328, "loss_rpn_bbox": 0.03693, "loss_cls": 0.14933, "acc": 94.33301, "loss_bbox": 0.20464, "loss_mask": 0.21653, "loss": 0.62071, "time": 0.76975}
{"mode": "train", "epoch": 12, "iter": 5950, "lr": 0.0, "memory": 13582, "data_time": 0.03792, "loss_rpn_cls": 0.01294, "loss_rpn_bbox": 0.03635, "loss_cls": 0.14646, "acc": 94.31226, "loss_bbox": 0.20381, "loss_mask": 0.21392, "loss": 0.61348, "time": 0.81659}
{"mode": "train", "epoch": 12, "iter": 6000, "lr": 0.0, "memory": 13582, "data_time": 0.04135, "loss_rpn_cls": 0.0123, "loss_rpn_bbox": 0.03567, "loss_cls": 0.14293, "acc": 94.50781, "loss_bbox": 0.20136, "loss_mask": 0.21697, "loss": 0.60923, "time": 0.81929}
{"mode": "train", "epoch": 12, "iter": 6050, "lr": 0.0, "memory": 13582, "data_time": 0.03807, "loss_rpn_cls": 0.01221, "loss_rpn_bbox": 0.03707, "loss_cls": 0.144, "acc": 94.40674, "loss_bbox": 0.2047, "loss_mask": 0.21691, "loss": 0.61489, "time": 0.77696}
{"mode": "train", "epoch": 12, "iter": 6100, "lr": 0.0, "memory": 13582, "data_time": 0.0386, "loss_rpn_cls": 0.01277, "loss_rpn_bbox": 0.03467, "loss_cls": 0.14103, "acc": 94.51294, "loss_bbox": 0.19482, "loss_mask": 0.20908, "loss": 0.59237, "time": 0.87149}
{"mode": "train", "epoch": 12, "iter": 6150, "lr": 0.0, "memory": 13582, "data_time": 0.03214, "loss_rpn_cls": 0.012, "loss_rpn_bbox": 0.03676, "loss_cls": 0.14049, "acc": 94.59766, "loss_bbox": 0.1964, "loss_mask": 0.21437, "loss": 0.60001, "time": 0.8594}
{"mode": "train", "epoch": 12, "iter": 6200, "lr": 0.0, "memory": 13582, "data_time": 0.035, "loss_rpn_cls": 0.01292, "loss_rpn_bbox": 0.03495, "loss_cls": 0.13893, "acc": 94.59741, "loss_bbox": 0.19356, "loss_mask": 0.21108, "loss": 0.59145, "time": 0.81297}
{"mode": "train", "epoch": 12, "iter": 6250, "lr": 0.0, "memory": 13582, "data_time": 0.03622, "loss_rpn_cls": 0.01154, "loss_rpn_bbox": 0.03296, "loss_cls": 0.13632, "acc": 94.68457, "loss_bbox": 0.19934, "loss_mask": 0.21319, "loss": 0.59334, "time": 0.81311}
{"mode": "train", "epoch": 12, "iter": 6300, "lr": 0.0, "memory": 13582, "data_time": 0.04101, "loss_rpn_cls": 0.01352, "loss_rpn_bbox": 0.03826, "loss_cls": 0.15202, "acc": 94.16138, "loss_bbox": 0.21333, "loss_mask": 0.21629, "loss": 0.63341, "time": 0.77744}
{"mode": "train", "epoch": 12, "iter": 6350, "lr": 0.0, "memory": 13582, "data_time": 0.03473, "loss_rpn_cls": 0.01095, "loss_rpn_bbox": 0.03425, "loss_cls": 0.13466, "acc": 94.83911, "loss_bbox": 0.19122, "loss_mask": 0.20802, "loss": 0.57911, "time": 0.76926}
{"mode": "train", "epoch": 12, "iter": 6400, "lr": 0.0, "memory": 13582, "data_time": 0.03382, "loss_rpn_cls": 0.01229, "loss_rpn_bbox": 0.03496, "loss_cls": 0.14181, "acc": 94.53833, "loss_bbox": 0.20031, "loss_mask": 0.2151, "loss": 0.60447, "time": 0.77143}
{"mode": "train", "epoch": 12, "iter": 6450, "lr": 0.0, "memory": 13582, "data_time": 0.03037, "loss_rpn_cls": 0.01252, "loss_rpn_bbox": 0.03642, "loss_cls": 0.14619, "acc": 94.38184, "loss_bbox": 0.20457, "loss_mask": 0.218, "loss": 0.6177, "time": 0.76953}
{"mode": "train", "epoch": 12, "iter": 6500, "lr": 0.0, "memory": 13582, "data_time": 0.03856, "loss_rpn_cls": 0.01256, "loss_rpn_bbox": 0.03692, "loss_cls": 0.1434, "acc": 94.51465, "loss_bbox": 0.19952, "loss_mask": 0.21435, "loss": 0.60674, "time": 0.76389}
{"mode": "train", "epoch": 12, "iter": 6550, "lr": 0.0, "memory": 13582, "data_time": 0.03644, "loss_rpn_cls": 0.01226, "loss_rpn_bbox": 0.03623, "loss_cls": 0.14375, "acc": 94.40088, "loss_bbox": 0.20438, "loss_mask": 0.21658, "loss": 0.61321, "time": 0.81652}
{"mode": "train", "epoch": 12, "iter": 6600, "lr": 0.0, "memory": 13582, "data_time": 0.03162, "loss_rpn_cls": 0.01186, "loss_rpn_bbox": 0.03428, "loss_cls": 0.13677, "acc": 94.65381, "loss_bbox": 0.19371, "loss_mask": 0.21053, "loss": 0.58713, "time": 0.81141}
{"mode": "train", "epoch": 12, "iter": 6650, "lr": 0.0, "memory": 13582, "data_time": 0.02782, "loss_rpn_cls": 0.0125, "loss_rpn_bbox": 0.03478, "loss_cls": 0.13735, "acc": 94.69629, "loss_bbox": 0.19011, "loss_mask": 0.20891, "loss": 0.58366, "time": 0.76893}
{"mode": "train", "epoch": 12, "iter": 6700, "lr": 0.0, "memory": 13582, "data_time": 0.02854, "loss_rpn_cls": 0.01191, "loss_rpn_bbox": 0.03547, "loss_cls": 0.1417, "acc": 94.5957, "loss_bbox": 0.19801, "loss_mask": 0.21763, "loss": 0.60472, "time": 0.85479}
{"mode": "train", "epoch": 12, "iter": 6750, "lr": 0.0, "memory": 13582, "data_time": 0.02968, "loss_rpn_cls": 0.01263, "loss_rpn_bbox": 0.03432, "loss_cls": 0.14288, "acc": 94.61108, "loss_bbox": 0.19178, "loss_mask": 0.20808, "loss": 0.58968, "time": 0.91219}
{"mode": "train", "epoch": 12, "iter": 6800, "lr": 0.0, "memory": 13582, "data_time": 0.03251, "loss_rpn_cls": 0.01174, "loss_rpn_bbox": 0.03459, "loss_cls": 0.13915, "acc": 94.6626, "loss_bbox": 0.1952, "loss_mask": 0.20782, "loss": 0.5885, "time": 0.76451}
{"mode": "train", "epoch": 12, "iter": 6850, "lr": 0.0, "memory": 13582, "data_time": 0.03401, "loss_rpn_cls": 0.01121, "loss_rpn_bbox": 0.03536, "loss_cls": 0.13428, "acc": 94.75586, "loss_bbox": 0.18984, "loss_mask": 0.2131, "loss": 0.58379, "time": 0.81798}
{"mode": "train", "epoch": 12, "iter": 6900, "lr": 0.0, "memory": 13582, "data_time": 0.0445, "loss_rpn_cls": 0.0134, "loss_rpn_bbox": 0.0356, "loss_cls": 0.14377, "acc": 94.4917, "loss_bbox": 0.19927, "loss_mask": 0.2113, "loss": 0.60333, "time": 0.7716}
{"mode": "train", "epoch": 12, "iter": 6950, "lr": 0.0, "memory": 13582, "data_time": 0.03573, "loss_rpn_cls": 0.01155, "loss_rpn_bbox": 0.03231, "loss_cls": 0.13643, "acc": 94.75439, "loss_bbox": 0.19375, "loss_mask": 0.20981, "loss": 0.58385, "time": 0.76648}
{"mode": "train", "epoch": 12, "iter": 7000, "lr": 0.0, "memory": 13582, "data_time": 0.03891, "loss_rpn_cls": 0.0124, "loss_rpn_bbox": 0.0343, "loss_cls": 0.13448, "acc": 94.86304, "loss_bbox": 0.18914, "loss_mask": 0.2113, "loss": 0.58161, "time": 0.77071}
{"mode": "train", "epoch": 12, "iter": 7050, "lr": 0.0, "memory": 13582, "data_time": 0.03665, "loss_rpn_cls": 0.01289, "loss_rpn_bbox": 0.03651, "loss_cls": 0.14514, "acc": 94.44385, "loss_bbox": 0.20449, "loss_mask": 0.2142, "loss": 0.61322, "time": 0.77885}
{"mode": "train", "epoch": 12, "iter": 7100, "lr": 0.0, "memory": 13582, "data_time": 0.03114, "loss_rpn_cls": 0.01047, "loss_rpn_bbox": 0.03236, "loss_cls": 0.13508, "acc": 94.79175, "loss_bbox": 0.18956, "loss_mask": 0.20866, "loss": 0.57613, "time": 0.76557}
{"mode": "train", "epoch": 12, "iter": 7150, "lr": 0.0, "memory": 13582, "data_time": 0.0366, "loss_rpn_cls": 0.01407, "loss_rpn_bbox": 0.03613, "loss_cls": 0.15088, "acc": 94.2478, "loss_bbox": 0.20732, "loss_mask": 0.21443, "loss": 0.62283, "time": 0.8353}
{"mode": "train", "epoch": 12, "iter": 7200, "lr": 0.0, "memory": 13582, "data_time": 0.03317, "loss_rpn_cls": 0.01224, "loss_rpn_bbox": 0.03587, "loss_cls": 0.13739, "acc": 94.66333, "loss_bbox": 0.19569, "loss_mask": 0.2105, "loss": 0.5917, "time": 0.86215}
{"mode": "train", "epoch": 12, "iter": 7250, "lr": 0.0, "memory": 13582, "data_time": 0.03269, "loss_rpn_cls": 0.0133, "loss_rpn_bbox": 0.03545, "loss_cls": 0.1459, "acc": 94.43579, "loss_bbox": 0.20036, "loss_mask": 0.21391, "loss": 0.60892, "time": 0.7713}
{"mode": "train", "epoch": 12, "iter": 7300, "lr": 0.0, "memory": 13582, "data_time": 0.04833, "loss_rpn_cls": 0.01339, "loss_rpn_bbox": 0.03677, "loss_cls": 0.14589, "acc": 94.36523, "loss_bbox": 0.20208, "loss_mask": 0.21254, "loss": 0.61067, "time": 0.81909}
{"mode": "val", "epoch": 12, "iter": 625, "lr": 0.0, "bbox_mAP": 0.471, "bbox_mAP_50": 0.7, "bbox_mAP_75": 0.508, "bbox_mAP_s": 0.276, "bbox_mAP_m": 0.507, "bbox_mAP_l": 0.657, "bbox_mAP_copypaste": "0.471 0.700 0.508 0.276 0.507 0.657", "segm_mAP": 0.419, "segm_mAP_50": 0.661, "segm_mAP_75": 0.446, "segm_mAP_s": 0.198, "segm_mAP_m": 0.45, "segm_mAP_l": 0.644, "segm_mAP_copypaste": "0.419 0.661 0.446 0.198 0.450 0.644"}