{"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+c8d02d2", "config": "model = dict(\n    type='MaskRCNN',\n    backbone=dict(\n        type='PIIPThreeBranch',\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=672,\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=1.0,\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=896,\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=1.0,\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=1568,\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=1.0,\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    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=(1568, 941), 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=(1568, 941),\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=(1568, 941), 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=(1568, 941),\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=(1568, 941),\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]))\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_sbl_1568_896_672_fpn_1x_coco_bs16'\nauto_resume = True\ngpu_ids = range(0, 8)\n", "seed": 131810781, "exp_name": "mask_rcnn_deit_sbl_1568_896_672_fpn_1x_coco_bs16.py"}
{"mode": "train", "epoch": 1, "iter": 50, "lr": 1e-05, "memory": 18532, "data_time": 0.12685, "loss_rpn_cls": 0.68471, "loss_rpn_bbox": 0.12898, "loss_cls": 1.69801, "acc": 68.17358, "loss_bbox": 0.028, "loss_mask": 1.2503, "loss": 3.79001, "time": 0.93285}
{"mode": "train", "epoch": 1, "iter": 100, "lr": 2e-05, "memory": 18572, "data_time": 0.05777, "loss_rpn_cls": 0.32672, "loss_rpn_bbox": 0.11269, "loss_cls": 0.34647, "acc": 95.77075, "loss_bbox": 0.12454, "loss_mask": 0.76148, "loss": 1.6719, "time": 0.78978}
{"mode": "train", "epoch": 1, "iter": 150, "lr": 3e-05, "memory": 18572, "data_time": 0.04565, "loss_rpn_cls": 0.24814, "loss_rpn_bbox": 0.1037, "loss_cls": 0.3191, "acc": 95.47095, "loss_bbox": 0.14307, "loss_mask": 0.69947, "loss": 1.51349, "time": 0.77432}
{"mode": "train", "epoch": 1, "iter": 200, "lr": 4e-05, "memory": 18572, "data_time": 0.04403, "loss_rpn_cls": 0.23091, "loss_rpn_bbox": 0.10835, "loss_cls": 0.30643, "acc": 95.38599, "loss_bbox": 0.14711, "loss_mask": 0.68424, "loss": 1.47704, "time": 0.79319}
{"mode": "train", "epoch": 1, "iter": 250, "lr": 5e-05, "memory": 18572, "data_time": 0.04672, "loss_rpn_cls": 0.20851, "loss_rpn_bbox": 0.10418, "loss_cls": 0.36669, "acc": 94.44238, "loss_bbox": 0.1828, "loss_mask": 0.67053, "loss": 1.53271, "time": 0.78187}
{"mode": "train", "epoch": 1, "iter": 300, "lr": 6e-05, "memory": 18619, "data_time": 0.04686, "loss_rpn_cls": 0.15164, "loss_rpn_bbox": 0.09591, "loss_cls": 0.41593, "acc": 93.62646, "loss_bbox": 0.22595, "loss_mask": 0.65267, "loss": 1.5421, "time": 0.77072}
{"mode": "train", "epoch": 1, "iter": 350, "lr": 7e-05, "memory": 18702, "data_time": 0.05154, "loss_rpn_cls": 0.13826, "loss_rpn_bbox": 0.10154, "loss_cls": 0.43536, "acc": 92.69678, "loss_bbox": 0.2607, "loss_mask": 0.61961, "loss": 1.55546, "time": 0.78354}
{"mode": "train", "epoch": 1, "iter": 400, "lr": 8e-05, "memory": 18733, "data_time": 0.05427, "loss_rpn_cls": 0.12288, "loss_rpn_bbox": 0.10041, "loss_cls": 0.46044, "acc": 91.93359, "loss_bbox": 0.29097, "loss_mask": 0.59595, "loss": 1.57066, "time": 0.78749}
{"mode": "train", "epoch": 1, "iter": 450, "lr": 9e-05, "memory": 18841, "data_time": 0.05117, "loss_rpn_cls": 0.11596, "loss_rpn_bbox": 0.10122, "loss_cls": 0.46341, "acc": 91.43481, "loss_bbox": 0.3046, "loss_mask": 0.56754, "loss": 1.55272, "time": 0.79225}
{"mode": "train", "epoch": 1, "iter": 500, "lr": 0.0001, "memory": 18856, "data_time": 0.04478, "loss_rpn_cls": 0.10391, "loss_rpn_bbox": 0.09844, "loss_cls": 0.42627, "acc": 91.70361, "loss_bbox": 0.2928, "loss_mask": 0.53876, "loss": 1.46018, "time": 0.79383}
{"mode": "train", "epoch": 1, "iter": 550, "lr": 0.0001, "memory": 18856, "data_time": 0.0412, "loss_rpn_cls": 0.09476, "loss_rpn_bbox": 0.09131, "loss_cls": 0.44132, "acc": 91.3042, "loss_bbox": 0.31092, "loss_mask": 0.51849, "loss": 1.4568, "time": 0.78405}
{"mode": "train", "epoch": 1, "iter": 600, "lr": 0.0001, "memory": 18856, "data_time": 0.05743, "loss_rpn_cls": 0.09363, "loss_rpn_bbox": 0.09756, "loss_cls": 0.44349, "acc": 90.39844, "loss_bbox": 0.33986, "loss_mask": 0.50342, "loss": 1.47796, "time": 0.80368}
{"mode": "train", "epoch": 1, "iter": 650, "lr": 0.0001, "memory": 18856, "data_time": 0.05298, "loss_rpn_cls": 0.08818, "loss_rpn_bbox": 0.09263, "loss_cls": 0.42497, "acc": 90.57959, "loss_bbox": 0.33254, "loss_mask": 0.49325, "loss": 1.43156, "time": 0.79454}
{"mode": "train", "epoch": 1, "iter": 700, "lr": 0.0001, "memory": 18856, "data_time": 0.05596, "loss_rpn_cls": 0.08436, "loss_rpn_bbox": 0.0906, "loss_cls": 0.40215, "acc": 90.73242, "loss_bbox": 0.32676, "loss_mask": 0.47372, "loss": 1.3776, "time": 1.06577}
{"mode": "train", "epoch": 1, "iter": 750, "lr": 0.0001, "memory": 18860, "data_time": 0.04257, "loss_rpn_cls": 0.08093, "loss_rpn_bbox": 0.0929, "loss_cls": 0.40333, "acc": 90.24048, "loss_bbox": 0.34501, "loss_mask": 0.46264, "loss": 1.38481, "time": 0.79714}
{"mode": "train", "epoch": 1, "iter": 800, "lr": 0.0001, "memory": 18871, "data_time": 0.05199, "loss_rpn_cls": 0.08072, "loss_rpn_bbox": 0.08959, "loss_cls": 0.38346, "acc": 90.47681, "loss_bbox": 0.33452, "loss_mask": 0.46218, "loss": 1.35047, "time": 0.79987}
{"mode": "train", "epoch": 1, "iter": 850, "lr": 0.0001, "memory": 18871, "data_time": 0.04204, "loss_rpn_cls": 0.07505, "loss_rpn_bbox": 0.08694, "loss_cls": 0.3582, "acc": 90.83887, "loss_bbox": 0.32783, "loss_mask": 0.43511, "loss": 1.28314, "time": 0.79157}
{"mode": "train", "epoch": 1, "iter": 900, "lr": 0.0001, "memory": 18874, "data_time": 0.05338, "loss_rpn_cls": 0.07066, "loss_rpn_bbox": 0.08126, "loss_cls": 0.37635, "acc": 90.20825, "loss_bbox": 0.34698, "loss_mask": 0.44706, "loss": 1.32231, "time": 0.79024}
{"mode": "train", "epoch": 1, "iter": 950, "lr": 0.0001, "memory": 18874, "data_time": 0.05467, "loss_rpn_cls": 0.07638, "loss_rpn_bbox": 0.09008, "loss_cls": 0.37357, "acc": 90.11011, "loss_bbox": 0.34897, "loss_mask": 0.43255, "loss": 1.32156, "time": 0.80565}
{"mode": "train", "epoch": 1, "iter": 1000, "lr": 0.0001, "memory": 18874, "data_time": 0.0412, "loss_rpn_cls": 0.07134, "loss_rpn_bbox": 0.08274, "loss_cls": 0.3572, "acc": 90.2605, "loss_bbox": 0.3464, "loss_mask": 0.42813, "loss": 1.28581, "time": 0.79166}
{"mode": "train", "epoch": 1, "iter": 1050, "lr": 0.0001, "memory": 18874, "data_time": 0.05086, "loss_rpn_cls": 0.07198, "loss_rpn_bbox": 0.08647, "loss_cls": 0.36554, "acc": 89.90308, "loss_bbox": 0.35337, "loss_mask": 0.42443, "loss": 1.30179, "time": 0.78835}
{"mode": "train", "epoch": 1, "iter": 1100, "lr": 0.0001, "memory": 18874, "data_time": 0.04363, "loss_rpn_cls": 0.064, "loss_rpn_bbox": 0.0772, "loss_cls": 0.36395, "acc": 90.05908, "loss_bbox": 0.35912, "loss_mask": 0.42843, "loss": 1.2927, "time": 0.80579}
{"mode": "train", "epoch": 1, "iter": 1150, "lr": 0.0001, "memory": 18874, "data_time": 0.05672, "loss_rpn_cls": 0.06885, "loss_rpn_bbox": 0.08091, "loss_cls": 0.3572, "acc": 90.10107, "loss_bbox": 0.3595, "loss_mask": 0.42033, "loss": 1.28678, "time": 0.80152}
{"mode": "train", "epoch": 1, "iter": 1200, "lr": 0.0001, "memory": 18874, "data_time": 0.0425, "loss_rpn_cls": 0.0691, "loss_rpn_bbox": 0.08485, "loss_cls": 0.35903, "acc": 89.95483, "loss_bbox": 0.35566, "loss_mask": 0.4128, "loss": 1.28143, "time": 0.78651}
{"mode": "train", "epoch": 1, "iter": 1250, "lr": 0.0001, "memory": 18874, "data_time": 0.04959, "loss_rpn_cls": 0.06455, "loss_rpn_bbox": 0.08737, "loss_cls": 0.36666, "acc": 89.66284, "loss_bbox": 0.36953, "loss_mask": 0.40967, "loss": 1.29778, "time": 0.79946}
{"mode": "train", "epoch": 1, "iter": 1300, "lr": 0.0001, "memory": 18874, "data_time": 0.04654, "loss_rpn_cls": 0.06889, "loss_rpn_bbox": 0.08554, "loss_cls": 0.34174, "acc": 90.24292, "loss_bbox": 0.34983, "loss_mask": 0.40718, "loss": 1.25318, "time": 0.794}
{"mode": "train", "epoch": 1, "iter": 1350, "lr": 0.0001, "memory": 18874, "data_time": 0.04049, "loss_rpn_cls": 0.0601, "loss_rpn_bbox": 0.08027, "loss_cls": 0.34428, "acc": 90.04761, "loss_bbox": 0.35359, "loss_mask": 0.39629, "loss": 1.23454, "time": 0.78693}
{"mode": "train", "epoch": 1, "iter": 1400, "lr": 0.0001, "memory": 18874, "data_time": 0.0446, "loss_rpn_cls": 0.06609, "loss_rpn_bbox": 0.08286, "loss_cls": 0.34242, "acc": 89.91968, "loss_bbox": 0.35341, "loss_mask": 0.39775, "loss": 1.24252, "time": 0.81042}
{"mode": "train", "epoch": 1, "iter": 1450, "lr": 0.0001, "memory": 18874, "data_time": 0.04506, "loss_rpn_cls": 0.06222, "loss_rpn_bbox": 0.08566, "loss_cls": 0.3387, "acc": 90.04272, "loss_bbox": 0.3618, "loss_mask": 0.39691, "loss": 1.24529, "time": 0.80064}
{"mode": "train", "epoch": 1, "iter": 1500, "lr": 0.0001, "memory": 18874, "data_time": 0.04166, "loss_rpn_cls": 0.0621, "loss_rpn_bbox": 0.08303, "loss_cls": 0.33385, "acc": 89.99585, "loss_bbox": 0.35188, "loss_mask": 0.38908, "loss": 1.21994, "time": 0.79715}
{"mode": "train", "epoch": 1, "iter": 1550, "lr": 0.0001, "memory": 18874, "data_time": 0.04774, "loss_rpn_cls": 0.05781, "loss_rpn_bbox": 0.08098, "loss_cls": 0.34361, "acc": 90.0271, "loss_bbox": 0.36168, "loss_mask": 0.39686, "loss": 1.24093, "time": 0.79553}
{"mode": "train", "epoch": 1, "iter": 1600, "lr": 0.0001, "memory": 18874, "data_time": 0.05302, "loss_rpn_cls": 0.06129, "loss_rpn_bbox": 0.0799, "loss_cls": 0.35015, "acc": 89.57056, "loss_bbox": 0.37071, "loss_mask": 0.38655, "loss": 1.2486, "time": 0.88754}
{"mode": "train", "epoch": 1, "iter": 1650, "lr": 0.0001, "memory": 18874, "data_time": 0.04966, "loss_rpn_cls": 0.0575, "loss_rpn_bbox": 0.07877, "loss_cls": 0.33105, "acc": 90.19653, "loss_bbox": 0.35218, "loss_mask": 0.39059, "loss": 1.21009, "time": 0.9472}
{"mode": "train", "epoch": 1, "iter": 1700, "lr": 0.0001, "memory": 18874, "data_time": 0.04478, "loss_rpn_cls": 0.06665, "loss_rpn_bbox": 0.07885, "loss_cls": 0.34651, "acc": 89.62646, "loss_bbox": 0.36853, "loss_mask": 0.39301, "loss": 1.25355, "time": 0.8096}
{"mode": "train", "epoch": 1, "iter": 1750, "lr": 0.0001, "memory": 18874, "data_time": 0.04605, "loss_rpn_cls": 0.05784, "loss_rpn_bbox": 0.08029, "loss_cls": 0.3319, "acc": 89.95166, "loss_bbox": 0.35862, "loss_mask": 0.38021, "loss": 1.20885, "time": 0.79302}
{"mode": "train", "epoch": 1, "iter": 1800, "lr": 0.0001, "memory": 18874, "data_time": 0.03929, "loss_rpn_cls": 0.05782, "loss_rpn_bbox": 0.07568, "loss_cls": 0.32702, "acc": 90.04468, "loss_bbox": 0.35251, "loss_mask": 0.3803, "loss": 1.19333, "time": 0.78944}
{"mode": "train", "epoch": 1, "iter": 1850, "lr": 0.0001, "memory": 18874, "data_time": 0.04571, "loss_rpn_cls": 0.05519, "loss_rpn_bbox": 0.07847, "loss_cls": 0.33316, "acc": 90.02734, "loss_bbox": 0.34732, "loss_mask": 0.37961, "loss": 1.19374, "time": 0.79199}
{"mode": "train", "epoch": 1, "iter": 1900, "lr": 0.0001, "memory": 18874, "data_time": 0.04855, "loss_rpn_cls": 0.05591, "loss_rpn_bbox": 0.07656, "loss_cls": 0.32596, "acc": 89.97583, "loss_bbox": 0.35917, "loss_mask": 0.37078, "loss": 1.18836, "time": 0.79857}
{"mode": "train", "epoch": 1, "iter": 1950, "lr": 0.0001, "memory": 18874, "data_time": 0.05354, "loss_rpn_cls": 0.05528, "loss_rpn_bbox": 0.08313, "loss_cls": 0.33328, "acc": 90.08057, "loss_bbox": 0.34735, "loss_mask": 0.36873, "loss": 1.18778, "time": 0.80405}
{"mode": "train", "epoch": 1, "iter": 2000, "lr": 0.0001, "memory": 18874, "data_time": 0.03905, "loss_rpn_cls": 0.05354, "loss_rpn_bbox": 0.07278, "loss_cls": 0.31629, "acc": 90.3208, "loss_bbox": 0.34271, "loss_mask": 0.36792, "loss": 1.15323, "time": 0.79345}
{"mode": "train", "epoch": 1, "iter": 2050, "lr": 0.0001, "memory": 18874, "data_time": 0.05024, "loss_rpn_cls": 0.05405, "loss_rpn_bbox": 0.07415, "loss_cls": 0.32657, "acc": 89.88354, "loss_bbox": 0.36057, "loss_mask": 0.36979, "loss": 1.18514, "time": 0.801}
{"mode": "train", "epoch": 1, "iter": 2100, "lr": 0.0001, "memory": 18874, "data_time": 0.05361, "loss_rpn_cls": 0.05626, "loss_rpn_bbox": 0.07681, "loss_cls": 0.31469, "acc": 90.39722, "loss_bbox": 0.33851, "loss_mask": 0.37178, "loss": 1.15805, "time": 0.79954}
{"mode": "train", "epoch": 1, "iter": 2150, "lr": 0.0001, "memory": 18874, "data_time": 0.04965, "loss_rpn_cls": 0.05454, "loss_rpn_bbox": 0.07723, "loss_cls": 0.31192, "acc": 90.43579, "loss_bbox": 0.33684, "loss_mask": 0.37036, "loss": 1.15088, "time": 0.8085}
{"mode": "train", "epoch": 1, "iter": 2200, "lr": 0.0001, "memory": 18874, "data_time": 0.03818, "loss_rpn_cls": 0.05642, "loss_rpn_bbox": 0.07525, "loss_cls": 0.31277, "acc": 90.10889, "loss_bbox": 0.34715, "loss_mask": 0.35821, "loss": 1.14981, "time": 0.80001}
{"mode": "train", "epoch": 1, "iter": 2250, "lr": 0.0001, "memory": 18874, "data_time": 0.05017, "loss_rpn_cls": 0.05192, "loss_rpn_bbox": 0.07172, "loss_cls": 0.30996, "acc": 90.41431, "loss_bbox": 0.33757, "loss_mask": 0.36215, "loss": 1.13332, "time": 0.80064}
{"mode": "train", "epoch": 1, "iter": 2300, "lr": 0.0001, "memory": 18874, "data_time": 0.04336, "loss_rpn_cls": 0.04976, "loss_rpn_bbox": 0.07376, "loss_cls": 0.31411, "acc": 90.2168, "loss_bbox": 0.34776, "loss_mask": 0.36172, "loss": 1.1471, "time": 0.80695}
{"mode": "train", "epoch": 1, "iter": 2350, "lr": 0.0001, "memory": 18874, "data_time": 0.04302, "loss_rpn_cls": 0.0504, "loss_rpn_bbox": 0.07293, "loss_cls": 0.30407, "acc": 90.61328, "loss_bbox": 0.33751, "loss_mask": 0.35463, "loss": 1.11953, "time": 0.78613}
{"mode": "train", "epoch": 1, "iter": 2400, "lr": 0.0001, "memory": 18874, "data_time": 0.05012, "loss_rpn_cls": 0.05337, "loss_rpn_bbox": 0.07867, "loss_cls": 0.31687, "acc": 89.92212, "loss_bbox": 0.36377, "loss_mask": 0.3613, "loss": 1.17399, "time": 0.80894}
{"mode": "train", "epoch": 1, "iter": 2450, "lr": 0.0001, "memory": 18874, "data_time": 0.04223, "loss_rpn_cls": 0.04799, "loss_rpn_bbox": 0.07391, "loss_cls": 0.30124, "acc": 90.73584, "loss_bbox": 0.33214, "loss_mask": 0.35266, "loss": 1.10794, "time": 0.80679}
{"mode": "train", "epoch": 1, "iter": 2500, "lr": 0.0001, "memory": 18874, "data_time": 0.04777, "loss_rpn_cls": 0.04952, "loss_rpn_bbox": 0.07384, "loss_cls": 0.31158, "acc": 90.34814, "loss_bbox": 0.34674, "loss_mask": 0.35784, "loss": 1.13952, "time": 0.86984}
{"mode": "train", "epoch": 1, "iter": 2550, "lr": 0.0001, "memory": 18874, "data_time": 0.05326, "loss_rpn_cls": 0.05123, "loss_rpn_bbox": 0.07657, "loss_cls": 0.32162, "acc": 89.96484, "loss_bbox": 0.35333, "loss_mask": 0.35498, "loss": 1.15773, "time": 1.00646}
{"mode": "train", "epoch": 1, "iter": 2600, "lr": 0.0001, "memory": 18874, "data_time": 0.04388, "loss_rpn_cls": 0.04719, "loss_rpn_bbox": 0.07023, "loss_cls": 0.30129, "acc": 90.50879, "loss_bbox": 0.33752, "loss_mask": 0.35881, "loss": 1.11504, "time": 0.80134}
{"mode": "train", "epoch": 1, "iter": 2650, "lr": 0.0001, "memory": 18874, "data_time": 0.03917, "loss_rpn_cls": 0.049, "loss_rpn_bbox": 0.07409, "loss_cls": 0.31332, "acc": 90.13477, "loss_bbox": 0.34871, "loss_mask": 0.35391, "loss": 1.13903, "time": 0.80852}
{"mode": "train", "epoch": 1, "iter": 2700, "lr": 0.0001, "memory": 18874, "data_time": 0.04299, "loss_rpn_cls": 0.04756, "loss_rpn_bbox": 0.07121, "loss_cls": 0.30364, "acc": 90.31812, "loss_bbox": 0.34431, "loss_mask": 0.34718, "loss": 1.1139, "time": 0.79246}
{"mode": "train", "epoch": 1, "iter": 2750, "lr": 0.0001, "memory": 18874, "data_time": 0.0468, "loss_rpn_cls": 0.05193, "loss_rpn_bbox": 0.07454, "loss_cls": 0.30228, "acc": 90.39648, "loss_bbox": 0.33785, "loss_mask": 0.35319, "loss": 1.11979, "time": 0.79885}
{"mode": "train", "epoch": 1, "iter": 2800, "lr": 0.0001, "memory": 18874, "data_time": 0.05016, "loss_rpn_cls": 0.04896, "loss_rpn_bbox": 0.07058, "loss_cls": 0.2967, "acc": 90.6394, "loss_bbox": 0.33681, "loss_mask": 0.33827, "loss": 1.09132, "time": 0.79748}
{"mode": "train", "epoch": 1, "iter": 2850, "lr": 0.0001, "memory": 18874, "data_time": 0.04792, "loss_rpn_cls": 0.04777, "loss_rpn_bbox": 0.07127, "loss_cls": 0.30531, "acc": 90.5415, "loss_bbox": 0.33636, "loss_mask": 0.34703, "loss": 1.10773, "time": 0.79733}
{"mode": "train", "epoch": 1, "iter": 2900, "lr": 0.0001, "memory": 18874, "data_time": 0.04182, "loss_rpn_cls": 0.05072, "loss_rpn_bbox": 0.06908, "loss_cls": 0.2981, "acc": 90.54736, "loss_bbox": 0.33081, "loss_mask": 0.34292, "loss": 1.09163, "time": 0.79424}
{"mode": "train", "epoch": 1, "iter": 2950, "lr": 0.0001, "memory": 18874, "data_time": 0.05131, "loss_rpn_cls": 0.04968, "loss_rpn_bbox": 0.07386, "loss_cls": 0.31316, "acc": 89.97119, "loss_bbox": 0.35728, "loss_mask": 0.34935, "loss": 1.14332, "time": 0.80084}
{"mode": "train", "epoch": 1, "iter": 3000, "lr": 0.0001, "memory": 18874, "data_time": 0.04408, "loss_rpn_cls": 0.04795, "loss_rpn_bbox": 0.07009, "loss_cls": 0.30994, "acc": 90.2644, "loss_bbox": 0.34602, "loss_mask": 0.34298, "loss": 1.11698, "time": 0.79735}
{"mode": "train", "epoch": 1, "iter": 3050, "lr": 0.0001, "memory": 18874, "data_time": 0.0524, "loss_rpn_cls": 0.04936, "loss_rpn_bbox": 0.076, "loss_cls": 0.30806, "acc": 90.17041, "loss_bbox": 0.34826, "loss_mask": 0.34022, "loss": 1.12189, "time": 0.80174}
{"mode": "train", "epoch": 1, "iter": 3100, "lr": 0.0001, "memory": 18874, "data_time": 0.05022, "loss_rpn_cls": 0.04836, "loss_rpn_bbox": 0.07111, "loss_cls": 0.29742, "acc": 90.44092, "loss_bbox": 0.33692, "loss_mask": 0.33863, "loss": 1.09244, "time": 0.802}
{"mode": "train", "epoch": 1, "iter": 3150, "lr": 0.0001, "memory": 18874, "data_time": 0.05758, "loss_rpn_cls": 0.04712, "loss_rpn_bbox": 0.07235, "loss_cls": 0.30649, "acc": 90.26147, "loss_bbox": 0.3474, "loss_mask": 0.34112, "loss": 1.11449, "time": 0.79812}
{"mode": "train", "epoch": 1, "iter": 3200, "lr": 0.0001, "memory": 18874, "data_time": 0.04922, "loss_rpn_cls": 0.04453, "loss_rpn_bbox": 0.0695, "loss_cls": 0.308, "acc": 90.41309, "loss_bbox": 0.33311, "loss_mask": 0.34335, "loss": 1.0985, "time": 0.78431}
{"mode": "train", "epoch": 1, "iter": 3250, "lr": 0.0001, "memory": 18874, "data_time": 0.03827, "loss_rpn_cls": 0.04853, "loss_rpn_bbox": 0.06743, "loss_cls": 0.30308, "acc": 90.26636, "loss_bbox": 0.33988, "loss_mask": 0.33661, "loss": 1.09552, "time": 0.80191}
{"mode": "train", "epoch": 1, "iter": 3300, "lr": 0.0001, "memory": 18874, "data_time": 0.04501, "loss_rpn_cls": 0.04755, "loss_rpn_bbox": 0.07999, "loss_cls": 0.32445, "acc": 89.75977, "loss_bbox": 0.35312, "loss_mask": 0.34889, "loss": 1.15399, "time": 0.80459}
{"mode": "train", "epoch": 1, "iter": 3350, "lr": 0.0001, "memory": 18874, "data_time": 0.03855, "loss_rpn_cls": 0.04914, "loss_rpn_bbox": 0.07284, "loss_cls": 0.30825, "acc": 90.32666, "loss_bbox": 0.33893, "loss_mask": 0.34273, "loss": 1.11189, "time": 0.80474}
{"mode": "train", "epoch": 1, "iter": 3400, "lr": 0.0001, "memory": 18874, "data_time": 0.05247, "loss_rpn_cls": 0.04927, "loss_rpn_bbox": 0.07687, "loss_cls": 0.30644, "acc": 90.2478, "loss_bbox": 0.34831, "loss_mask": 0.33984, "loss": 1.12073, "time": 0.83271}
{"mode": "train", "epoch": 1, "iter": 3450, "lr": 0.0001, "memory": 18874, "data_time": 0.05072, "loss_rpn_cls": 0.04705, "loss_rpn_bbox": 0.07287, "loss_cls": 0.29907, "acc": 90.2688, "loss_bbox": 0.34508, "loss_mask": 0.34022, "loss": 1.1043, "time": 1.01898}
{"mode": "train", "epoch": 1, "iter": 3500, "lr": 0.0001, "memory": 18874, "data_time": 0.04909, "loss_rpn_cls": 0.04157, "loss_rpn_bbox": 0.06746, "loss_cls": 0.28421, "acc": 90.70142, "loss_bbox": 0.33103, "loss_mask": 0.33542, "loss": 1.05968, "time": 0.80571}
{"mode": "train", "epoch": 1, "iter": 3550, "lr": 0.0001, "memory": 18874, "data_time": 0.05414, "loss_rpn_cls": 0.04332, "loss_rpn_bbox": 0.06647, "loss_cls": 0.29829, "acc": 90.64038, "loss_bbox": 0.33204, "loss_mask": 0.33264, "loss": 1.07277, "time": 0.79264}
{"mode": "train", "epoch": 1, "iter": 3600, "lr": 0.0001, "memory": 18874, "data_time": 0.04895, "loss_rpn_cls": 0.0451, "loss_rpn_bbox": 0.06494, "loss_cls": 0.29265, "acc": 90.59595, "loss_bbox": 0.33426, "loss_mask": 0.33219, "loss": 1.06913, "time": 0.78844}
{"mode": "train", "epoch": 1, "iter": 3650, "lr": 0.0001, "memory": 18874, "data_time": 0.04838, "loss_rpn_cls": 0.04427, "loss_rpn_bbox": 0.06924, "loss_cls": 0.28177, "acc": 90.81543, "loss_bbox": 0.32898, "loss_mask": 0.3297, "loss": 1.05396, "time": 0.79631}
{"mode": "train", "epoch": 1, "iter": 3700, "lr": 0.0001, "memory": 18874, "data_time": 0.05139, "loss_rpn_cls": 0.04243, "loss_rpn_bbox": 0.06813, "loss_cls": 0.28228, "acc": 90.77759, "loss_bbox": 0.32846, "loss_mask": 0.3282, "loss": 1.04949, "time": 0.80113}
{"mode": "train", "epoch": 1, "iter": 3750, "lr": 0.0001, "memory": 18874, "data_time": 0.04853, "loss_rpn_cls": 0.04605, "loss_rpn_bbox": 0.07162, "loss_cls": 0.30009, "acc": 90.3584, "loss_bbox": 0.33817, "loss_mask": 0.33232, "loss": 1.08826, "time": 0.81387}
{"mode": "train", "epoch": 1, "iter": 3800, "lr": 0.0001, "memory": 18874, "data_time": 0.05111, "loss_rpn_cls": 0.04793, "loss_rpn_bbox": 0.06741, "loss_cls": 0.2952, "acc": 90.4873, "loss_bbox": 0.33686, "loss_mask": 0.33445, "loss": 1.08186, "time": 0.79483}
{"mode": "train", "epoch": 1, "iter": 3850, "lr": 0.0001, "memory": 18874, "data_time": 0.04846, "loss_rpn_cls": 0.0474, "loss_rpn_bbox": 0.0709, "loss_cls": 0.2928, "acc": 90.62402, "loss_bbox": 0.3331, "loss_mask": 0.32955, "loss": 1.07375, "time": 0.79451}
{"mode": "train", "epoch": 1, "iter": 3900, "lr": 0.0001, "memory": 18874, "data_time": 0.05121, "loss_rpn_cls": 0.04535, "loss_rpn_bbox": 0.07018, "loss_cls": 0.2868, "acc": 90.89551, "loss_bbox": 0.32271, "loss_mask": 0.33449, "loss": 1.05953, "time": 0.79839}
{"mode": "train", "epoch": 1, "iter": 3950, "lr": 0.0001, "memory": 18874, "data_time": 0.04717, "loss_rpn_cls": 0.04509, "loss_rpn_bbox": 0.07025, "loss_cls": 0.29027, "acc": 90.49365, "loss_bbox": 0.334, "loss_mask": 0.32771, "loss": 1.06732, "time": 0.81469}
{"mode": "train", "epoch": 1, "iter": 4000, "lr": 0.0001, "memory": 18874, "data_time": 0.0434, "loss_rpn_cls": 0.04365, "loss_rpn_bbox": 0.06635, "loss_cls": 0.295, "acc": 90.38574, "loss_bbox": 0.34263, "loss_mask": 0.33585, "loss": 1.08348, "time": 0.80875}
{"mode": "train", "epoch": 1, "iter": 4050, "lr": 0.0001, "memory": 18874, "data_time": 0.03993, "loss_rpn_cls": 0.04097, "loss_rpn_bbox": 0.06793, "loss_cls": 0.28509, "acc": 90.72559, "loss_bbox": 0.32815, "loss_mask": 0.32849, "loss": 1.05064, "time": 0.81087}
{"mode": "train", "epoch": 1, "iter": 4100, "lr": 0.0001, "memory": 18874, "data_time": 0.04544, "loss_rpn_cls": 0.0471, "loss_rpn_bbox": 0.07305, "loss_cls": 0.28362, "acc": 90.73901, "loss_bbox": 0.3304, "loss_mask": 0.32868, "loss": 1.06285, "time": 0.82703}
{"mode": "train", "epoch": 1, "iter": 4150, "lr": 0.0001, "memory": 18874, "data_time": 0.04699, "loss_rpn_cls": 0.04052, "loss_rpn_bbox": 0.06748, "loss_cls": 0.28557, "acc": 90.66504, "loss_bbox": 0.33178, "loss_mask": 0.32552, "loss": 1.05087, "time": 0.78566}
{"mode": "train", "epoch": 1, "iter": 4200, "lr": 0.0001, "memory": 18874, "data_time": 0.04451, "loss_rpn_cls": 0.04076, "loss_rpn_bbox": 0.06396, "loss_cls": 0.28065, "acc": 90.67163, "loss_bbox": 0.32832, "loss_mask": 0.31817, "loss": 1.03187, "time": 0.7983}
{"mode": "train", "epoch": 1, "iter": 4250, "lr": 0.0001, "memory": 18874, "data_time": 0.05218, "loss_rpn_cls": 0.03992, "loss_rpn_bbox": 0.06808, "loss_cls": 0.29284, "acc": 90.39355, "loss_bbox": 0.33686, "loss_mask": 0.33197, "loss": 1.06969, "time": 0.79672}
{"mode": "train", "epoch": 1, "iter": 4300, "lr": 0.0001, "memory": 18874, "data_time": 0.04408, "loss_rpn_cls": 0.04117, "loss_rpn_bbox": 0.06712, "loss_cls": 0.27579, "acc": 91.00269, "loss_bbox": 0.32019, "loss_mask": 0.32238, "loss": 1.02666, "time": 0.79973}
{"mode": "train", "epoch": 1, "iter": 4350, "lr": 0.0001, "memory": 18874, "data_time": 0.05451, "loss_rpn_cls": 0.04564, "loss_rpn_bbox": 0.06987, "loss_cls": 0.29374, "acc": 90.4353, "loss_bbox": 0.33226, "loss_mask": 0.33114, "loss": 1.07264, "time": 1.05391}
{"mode": "train", "epoch": 1, "iter": 4400, "lr": 0.0001, "memory": 18874, "data_time": 0.04238, "loss_rpn_cls": 0.04099, "loss_rpn_bbox": 0.0666, "loss_cls": 0.28777, "acc": 90.50464, "loss_bbox": 0.33278, "loss_mask": 0.31813, "loss": 1.04627, "time": 0.79733}
{"mode": "train", "epoch": 1, "iter": 4450, "lr": 0.0001, "memory": 18874, "data_time": 0.05682, "loss_rpn_cls": 0.04126, "loss_rpn_bbox": 0.07035, "loss_cls": 0.28308, "acc": 90.50073, "loss_bbox": 0.33253, "loss_mask": 0.32578, "loss": 1.053, "time": 0.79687}
{"mode": "train", "epoch": 1, "iter": 4500, "lr": 0.0001, "memory": 18874, "data_time": 0.04822, "loss_rpn_cls": 0.04261, "loss_rpn_bbox": 0.06953, "loss_cls": 0.28806, "acc": 90.58252, "loss_bbox": 0.32881, "loss_mask": 0.32734, "loss": 1.05635, "time": 0.79576}
{"mode": "train", "epoch": 1, "iter": 4550, "lr": 0.0001, "memory": 18874, "data_time": 0.04396, "loss_rpn_cls": 0.04432, "loss_rpn_bbox": 0.0682, "loss_cls": 0.29837, "acc": 90.12769, "loss_bbox": 0.3406, "loss_mask": 0.32735, "loss": 1.07884, "time": 0.79708}
{"mode": "train", "epoch": 1, "iter": 4600, "lr": 0.0001, "memory": 18874, "data_time": 0.04011, "loss_rpn_cls": 0.04283, "loss_rpn_bbox": 0.06473, "loss_cls": 0.28638, "acc": 90.68262, "loss_bbox": 0.33286, "loss_mask": 0.32582, "loss": 1.05263, "time": 0.79039}
{"mode": "train", "epoch": 1, "iter": 4650, "lr": 0.0001, "memory": 18874, "data_time": 0.04631, "loss_rpn_cls": 0.03992, "loss_rpn_bbox": 0.06644, "loss_cls": 0.27797, "acc": 90.7793, "loss_bbox": 0.3261, "loss_mask": 0.3153, "loss": 1.02573, "time": 0.80112}
{"mode": "train", "epoch": 1, "iter": 4700, "lr": 0.0001, "memory": 18874, "data_time": 0.04629, "loss_rpn_cls": 0.04003, "loss_rpn_bbox": 0.0646, "loss_cls": 0.27632, "acc": 90.83081, "loss_bbox": 0.32982, "loss_mask": 0.31589, "loss": 1.02665, "time": 0.79132}
{"mode": "train", "epoch": 1, "iter": 4750, "lr": 0.0001, "memory": 18874, "data_time": 0.04445, "loss_rpn_cls": 0.04485, "loss_rpn_bbox": 0.06916, "loss_cls": 0.28515, "acc": 90.62354, "loss_bbox": 0.33205, "loss_mask": 0.32895, "loss": 1.06015, "time": 0.80395}
{"mode": "train", "epoch": 1, "iter": 4800, "lr": 0.0001, "memory": 18874, "data_time": 0.04251, "loss_rpn_cls": 0.03943, "loss_rpn_bbox": 0.06247, "loss_cls": 0.27973, "acc": 90.77319, "loss_bbox": 0.32944, "loss_mask": 0.32174, "loss": 1.03281, "time": 0.79633}
{"mode": "train", "epoch": 1, "iter": 4850, "lr": 0.0001, "memory": 18874, "data_time": 0.05008, "loss_rpn_cls": 0.03981, "loss_rpn_bbox": 0.06544, "loss_cls": 0.27485, "acc": 91.12402, "loss_bbox": 0.31648, "loss_mask": 0.31545, "loss": 1.01203, "time": 0.80571}
{"mode": "train", "epoch": 1, "iter": 4900, "lr": 0.0001, "memory": 18874, "data_time": 0.04235, "loss_rpn_cls": 0.04189, "loss_rpn_bbox": 0.06786, "loss_cls": 0.28311, "acc": 90.75684, "loss_bbox": 0.32804, "loss_mask": 0.32568, "loss": 1.04657, "time": 0.79465}
{"mode": "train", "epoch": 1, "iter": 4950, "lr": 0.0001, "memory": 18874, "data_time": 0.03919, "loss_rpn_cls": 0.0403, "loss_rpn_bbox": 0.06615, "loss_cls": 0.28016, "acc": 90.91504, "loss_bbox": 0.32685, "loss_mask": 0.31137, "loss": 1.02482, "time": 0.80027}
{"mode": "train", "epoch": 1, "iter": 5000, "lr": 0.0001, "memory": 18874, "data_time": 0.04919, "loss_rpn_cls": 0.04019, "loss_rpn_bbox": 0.06805, "loss_cls": 0.27492, "acc": 90.95361, "loss_bbox": 0.32125, "loss_mask": 0.32794, "loss": 1.03234, "time": 0.79565}
{"mode": "train", "epoch": 1, "iter": 5050, "lr": 0.0001, "memory": 18874, "data_time": 0.04735, "loss_rpn_cls": 0.038, "loss_rpn_bbox": 0.06649, "loss_cls": 0.26651, "acc": 91.2063, "loss_bbox": 0.3166, "loss_mask": 0.31525, "loss": 1.00285, "time": 0.79839}
{"mode": "train", "epoch": 1, "iter": 5100, "lr": 0.0001, "memory": 18874, "data_time": 0.05183, "loss_rpn_cls": 0.04113, "loss_rpn_bbox": 0.06619, "loss_cls": 0.27862, "acc": 90.74634, "loss_bbox": 0.32464, "loss_mask": 0.31771, "loss": 1.02829, "time": 0.80557}
{"mode": "train", "epoch": 1, "iter": 5150, "lr": 0.0001, "memory": 18874, "data_time": 0.04508, "loss_rpn_cls": 0.03816, "loss_rpn_bbox": 0.06026, "loss_cls": 0.26937, "acc": 91.17041, "loss_bbox": 0.3134, "loss_mask": 0.31062, "loss": 0.99182, "time": 0.79124}
{"mode": "train", "epoch": 1, "iter": 5200, "lr": 0.0001, "memory": 18874, "data_time": 0.04537, "loss_rpn_cls": 0.03725, "loss_rpn_bbox": 0.06177, "loss_cls": 0.27552, "acc": 90.96704, "loss_bbox": 0.32446, "loss_mask": 0.3074, "loss": 1.0064, "time": 0.79033}
{"mode": "train", "epoch": 1, "iter": 5250, "lr": 0.0001, "memory": 18874, "data_time": 0.03953, "loss_rpn_cls": 0.04113, "loss_rpn_bbox": 0.06469, "loss_cls": 0.28705, "acc": 90.59204, "loss_bbox": 0.33076, "loss_mask": 0.31328, "loss": 1.03691, "time": 1.06371}
{"mode": "train", "epoch": 1, "iter": 5300, "lr": 0.0001, "memory": 18874, "data_time": 0.04045, "loss_rpn_cls": 0.03867, "loss_rpn_bbox": 0.06328, "loss_cls": 0.27667, "acc": 90.96289, "loss_bbox": 0.32159, "loss_mask": 0.31404, "loss": 1.01425, "time": 0.80065}
{"mode": "train", "epoch": 1, "iter": 5350, "lr": 0.0001, "memory": 18874, "data_time": 0.04411, "loss_rpn_cls": 0.03904, "loss_rpn_bbox": 0.06241, "loss_cls": 0.27313, "acc": 90.83545, "loss_bbox": 0.3249, "loss_mask": 0.31467, "loss": 1.01416, "time": 0.78633}
{"mode": "train", "epoch": 1, "iter": 5400, "lr": 0.0001, "memory": 18874, "data_time": 0.05239, "loss_rpn_cls": 0.04272, "loss_rpn_bbox": 0.06706, "loss_cls": 0.26963, "acc": 90.97192, "loss_bbox": 0.32266, "loss_mask": 0.31231, "loss": 1.01437, "time": 0.79617}
{"mode": "train", "epoch": 1, "iter": 5450, "lr": 0.0001, "memory": 18874, "data_time": 0.04513, "loss_rpn_cls": 0.04074, "loss_rpn_bbox": 0.062, "loss_cls": 0.27964, "acc": 90.77563, "loss_bbox": 0.32859, "loss_mask": 0.3123, "loss": 1.02326, "time": 0.80528}
{"mode": "train", "epoch": 1, "iter": 5500, "lr": 0.0001, "memory": 18874, "data_time": 0.04719, "loss_rpn_cls": 0.0354, "loss_rpn_bbox": 0.06355, "loss_cls": 0.27156, "acc": 91.12573, "loss_bbox": 0.31773, "loss_mask": 0.30357, "loss": 0.99182, "time": 0.78889}
{"mode": "train", "epoch": 1, "iter": 5550, "lr": 0.0001, "memory": 18874, "data_time": 0.05124, "loss_rpn_cls": 0.03999, "loss_rpn_bbox": 0.06264, "loss_cls": 0.27745, "acc": 90.84644, "loss_bbox": 0.31974, "loss_mask": 0.31455, "loss": 1.01438, "time": 0.80294}
{"mode": "train", "epoch": 1, "iter": 5600, "lr": 0.0001, "memory": 18874, "data_time": 0.05336, "loss_rpn_cls": 0.04156, "loss_rpn_bbox": 0.06452, "loss_cls": 0.27914, "acc": 90.65332, "loss_bbox": 0.32946, "loss_mask": 0.31106, "loss": 1.02575, "time": 0.81026}
{"mode": "train", "epoch": 1, "iter": 5650, "lr": 0.0001, "memory": 18874, "data_time": 0.0405, "loss_rpn_cls": 0.03762, "loss_rpn_bbox": 0.06767, "loss_cls": 0.26503, "acc": 91.35181, "loss_bbox": 0.3109, "loss_mask": 0.30873, "loss": 0.98995, "time": 0.81116}
{"mode": "train", "epoch": 1, "iter": 5700, "lr": 0.0001, "memory": 18874, "data_time": 0.05093, "loss_rpn_cls": 0.03931, "loss_rpn_bbox": 0.06485, "loss_cls": 0.27177, "acc": 90.98657, "loss_bbox": 0.31425, "loss_mask": 0.31089, "loss": 1.00106, "time": 0.79984}
{"mode": "train", "epoch": 1, "iter": 5750, "lr": 0.0001, "memory": 18874, "data_time": 0.04076, "loss_rpn_cls": 0.03714, "loss_rpn_bbox": 0.0637, "loss_cls": 0.27191, "acc": 90.98022, "loss_bbox": 0.32012, "loss_mask": 0.31493, "loss": 1.00779, "time": 0.79929}
{"mode": "train", "epoch": 1, "iter": 5800, "lr": 0.0001, "memory": 18874, "data_time": 0.0456, "loss_rpn_cls": 0.03826, "loss_rpn_bbox": 0.06159, "loss_cls": 0.26241, "acc": 91.27979, "loss_bbox": 0.31063, "loss_mask": 0.30604, "loss": 0.97893, "time": 0.7825}
{"mode": "train", "epoch": 1, "iter": 5850, "lr": 0.0001, "memory": 18874, "data_time": 0.04703, "loss_rpn_cls": 0.04451, "loss_rpn_bbox": 0.0685, "loss_cls": 0.2748, "acc": 90.81396, "loss_bbox": 0.32103, "loss_mask": 0.31007, "loss": 1.01892, "time": 0.80235}
{"mode": "train", "epoch": 1, "iter": 5900, "lr": 0.0001, "memory": 18874, "data_time": 0.04907, "loss_rpn_cls": 0.04179, "loss_rpn_bbox": 0.06669, "loss_cls": 0.27169, "acc": 91.07959, "loss_bbox": 0.31875, "loss_mask": 0.31861, "loss": 1.01754, "time": 0.79456}
{"mode": "train", "epoch": 1, "iter": 5950, "lr": 0.0001, "memory": 18874, "data_time": 0.04058, "loss_rpn_cls": 0.03786, "loss_rpn_bbox": 0.06336, "loss_cls": 0.25367, "acc": 91.44922, "loss_bbox": 0.30507, "loss_mask": 0.30906, "loss": 0.96902, "time": 0.79513}
{"mode": "train", "epoch": 1, "iter": 6000, "lr": 0.0001, "memory": 18874, "data_time": 0.0522, "loss_rpn_cls": 0.04231, "loss_rpn_bbox": 0.06946, "loss_cls": 0.26678, "acc": 91.22827, "loss_bbox": 0.31389, "loss_mask": 0.31421, "loss": 1.00665, "time": 0.79305}
{"mode": "train", "epoch": 1, "iter": 6050, "lr": 0.0001, "memory": 18874, "data_time": 0.04611, "loss_rpn_cls": 0.03765, "loss_rpn_bbox": 0.0632, "loss_cls": 0.26667, "acc": 91.05713, "loss_bbox": 0.31895, "loss_mask": 0.30262, "loss": 0.98909, "time": 0.80029}
{"mode": "train", "epoch": 1, "iter": 6100, "lr": 0.0001, "memory": 18874, "data_time": 0.04193, "loss_rpn_cls": 0.03676, "loss_rpn_bbox": 0.06549, "loss_cls": 0.27407, "acc": 90.7478, "loss_bbox": 0.32604, "loss_mask": 0.30628, "loss": 1.00864, "time": 0.79192}
{"mode": "train", "epoch": 1, "iter": 6150, "lr": 0.0001, "memory": 18874, "data_time": 0.04776, "loss_rpn_cls": 0.03599, "loss_rpn_bbox": 0.06302, "loss_cls": 0.27141, "acc": 90.99512, "loss_bbox": 0.32195, "loss_mask": 0.30435, "loss": 0.99672, "time": 0.96341}
{"mode": "train", "epoch": 1, "iter": 6200, "lr": 0.0001, "memory": 18874, "data_time": 0.04086, "loss_rpn_cls": 0.03456, "loss_rpn_bbox": 0.0594, "loss_cls": 0.26223, "acc": 91.18579, "loss_bbox": 0.31083, "loss_mask": 0.30168, "loss": 0.9687, "time": 0.87875}
{"mode": "train", "epoch": 1, "iter": 6250, "lr": 0.0001, "memory": 18874, "data_time": 0.0469, "loss_rpn_cls": 0.03704, "loss_rpn_bbox": 0.05691, "loss_cls": 0.26145, "acc": 91.42773, "loss_bbox": 0.30215, "loss_mask": 0.29736, "loss": 0.95491, "time": 0.7959}
{"mode": "train", "epoch": 1, "iter": 6300, "lr": 0.0001, "memory": 18874, "data_time": 0.03409, "loss_rpn_cls": 0.03445, "loss_rpn_bbox": 0.05892, "loss_cls": 0.25263, "acc": 91.75024, "loss_bbox": 0.2972, "loss_mask": 0.31052, "loss": 0.95372, "time": 0.7934}
{"mode": "train", "epoch": 1, "iter": 6350, "lr": 0.0001, "memory": 18874, "data_time": 0.04716, "loss_rpn_cls": 0.03781, "loss_rpn_bbox": 0.06283, "loss_cls": 0.26481, "acc": 91.05811, "loss_bbox": 0.3182, "loss_mask": 0.30883, "loss": 0.99248, "time": 0.80353}
{"mode": "train", "epoch": 1, "iter": 6400, "lr": 0.0001, "memory": 18874, "data_time": 0.04194, "loss_rpn_cls": 0.03681, "loss_rpn_bbox": 0.05927, "loss_cls": 0.24745, "acc": 91.74976, "loss_bbox": 0.29497, "loss_mask": 0.30053, "loss": 0.93902, "time": 0.80133}
{"mode": "train", "epoch": 1, "iter": 6450, "lr": 0.0001, "memory": 18874, "data_time": 0.0434, "loss_rpn_cls": 0.03656, "loss_rpn_bbox": 0.05977, "loss_cls": 0.26189, "acc": 91.12378, "loss_bbox": 0.31065, "loss_mask": 0.29901, "loss": 0.96788, "time": 0.79485}
{"mode": "train", "epoch": 1, "iter": 6500, "lr": 0.0001, "memory": 18874, "data_time": 0.0484, "loss_rpn_cls": 0.03853, "loss_rpn_bbox": 0.06277, "loss_cls": 0.27414, "acc": 90.91064, "loss_bbox": 0.323, "loss_mask": 0.30841, "loss": 1.00684, "time": 0.79639}
{"mode": "train", "epoch": 1, "iter": 6550, "lr": 0.0001, "memory": 18874, "data_time": 0.04628, "loss_rpn_cls": 0.03975, "loss_rpn_bbox": 0.06341, "loss_cls": 0.27873, "acc": 90.78442, "loss_bbox": 0.32211, "loss_mask": 0.31711, "loss": 1.02112, "time": 0.8077}
{"mode": "train", "epoch": 1, "iter": 6600, "lr": 0.0001, "memory": 18874, "data_time": 0.04805, "loss_rpn_cls": 0.0335, "loss_rpn_bbox": 0.06084, "loss_cls": 0.26092, "acc": 91.23291, "loss_bbox": 0.30391, "loss_mask": 0.30618, "loss": 0.96535, "time": 0.8074}
{"mode": "train", "epoch": 1, "iter": 6650, "lr": 0.0001, "memory": 18874, "data_time": 0.05503, "loss_rpn_cls": 0.04032, "loss_rpn_bbox": 0.06369, "loss_cls": 0.25389, "acc": 91.43896, "loss_bbox": 0.30668, "loss_mask": 0.30622, "loss": 0.97079, "time": 0.79651}
{"mode": "train", "epoch": 1, "iter": 6700, "lr": 0.0001, "memory": 18874, "data_time": 0.04477, "loss_rpn_cls": 0.03802, "loss_rpn_bbox": 0.0622, "loss_cls": 0.26453, "acc": 91.18555, "loss_bbox": 0.31472, "loss_mask": 0.30491, "loss": 0.98439, "time": 0.80376}
{"mode": "train", "epoch": 1, "iter": 6750, "lr": 0.0001, "memory": 18874, "data_time": 0.054, "loss_rpn_cls": 0.03816, "loss_rpn_bbox": 0.06027, "loss_cls": 0.2563, "acc": 91.36255, "loss_bbox": 0.30387, "loss_mask": 0.31042, "loss": 0.96902, "time": 0.7994}
{"mode": "train", "epoch": 1, "iter": 6800, "lr": 0.0001, "memory": 18874, "data_time": 0.0511, "loss_rpn_cls": 0.03588, "loss_rpn_bbox": 0.06219, "loss_cls": 0.27026, "acc": 91.06494, "loss_bbox": 0.31556, "loss_mask": 0.30452, "loss": 0.98842, "time": 0.79134}
{"mode": "train", "epoch": 1, "iter": 6850, "lr": 0.0001, "memory": 18874, "data_time": 0.04621, "loss_rpn_cls": 0.03681, "loss_rpn_bbox": 0.06183, "loss_cls": 0.2629, "acc": 91.12891, "loss_bbox": 0.31226, "loss_mask": 0.30337, "loss": 0.97716, "time": 0.79312}
{"mode": "train", "epoch": 1, "iter": 6900, "lr": 0.0001, "memory": 18874, "data_time": 0.04347, "loss_rpn_cls": 0.03746, "loss_rpn_bbox": 0.06045, "loss_cls": 0.26364, "acc": 91.0752, "loss_bbox": 0.30842, "loss_mask": 0.30361, "loss": 0.97357, "time": 0.7963}
{"mode": "train", "epoch": 1, "iter": 6950, "lr": 0.0001, "memory": 18874, "data_time": 0.04707, "loss_rpn_cls": 0.03891, "loss_rpn_bbox": 0.06188, "loss_cls": 0.2524, "acc": 91.72681, "loss_bbox": 0.29835, "loss_mask": 0.29441, "loss": 0.94595, "time": 0.79747}
{"mode": "train", "epoch": 1, "iter": 7000, "lr": 0.0001, "memory": 18874, "data_time": 0.03825, "loss_rpn_cls": 0.03683, "loss_rpn_bbox": 0.0597, "loss_cls": 0.25814, "acc": 91.21094, "loss_bbox": 0.31262, "loss_mask": 0.30199, "loss": 0.96928, "time": 0.79818}
{"mode": "train", "epoch": 1, "iter": 7050, "lr": 0.0001, "memory": 18874, "data_time": 0.04596, "loss_rpn_cls": 0.0405, "loss_rpn_bbox": 0.06353, "loss_cls": 0.2657, "acc": 90.99731, "loss_bbox": 0.31777, "loss_mask": 0.30635, "loss": 0.99385, "time": 0.92044}
{"mode": "train", "epoch": 1, "iter": 7100, "lr": 0.0001, "memory": 18874, "data_time": 0.04509, "loss_rpn_cls": 0.03717, "loss_rpn_bbox": 0.0619, "loss_cls": 0.25875, "acc": 91.42285, "loss_bbox": 0.30187, "loss_mask": 0.29698, "loss": 0.95666, "time": 0.93412}
{"mode": "train", "epoch": 1, "iter": 7150, "lr": 0.0001, "memory": 18874, "data_time": 0.03821, "loss_rpn_cls": 0.03589, "loss_rpn_bbox": 0.0603, "loss_cls": 0.25727, "acc": 91.40283, "loss_bbox": 0.29611, "loss_mask": 0.2987, "loss": 0.94827, "time": 0.79133}
{"mode": "train", "epoch": 1, "iter": 7200, "lr": 0.0001, "memory": 18874, "data_time": 0.04191, "loss_rpn_cls": 0.03675, "loss_rpn_bbox": 0.06233, "loss_cls": 0.27537, "acc": 90.78296, "loss_bbox": 0.32413, "loss_mask": 0.29608, "loss": 0.99466, "time": 0.80299}
{"mode": "train", "epoch": 1, "iter": 7250, "lr": 0.0001, "memory": 18874, "data_time": 0.05958, "loss_rpn_cls": 0.0415, "loss_rpn_bbox": 0.06436, "loss_cls": 0.26295, "acc": 91.0957, "loss_bbox": 0.31156, "loss_mask": 0.30654, "loss": 0.98692, "time": 0.80617}
{"mode": "train", "epoch": 1, "iter": 7300, "lr": 0.0001, "memory": 18874, "data_time": 0.05803, "loss_rpn_cls": 0.0379, "loss_rpn_bbox": 0.06482, "loss_cls": 0.27218, "acc": 90.87646, "loss_bbox": 0.31782, "loss_mask": 0.29929, "loss": 0.99202, "time": 0.80353}
{"mode": "val", "epoch": 1, "iter": 625, "lr": 0.0001, "bbox_mAP": 0.319, "bbox_mAP_50": 0.578, "bbox_mAP_75": 0.319, "bbox_mAP_s": 0.185, "bbox_mAP_m": 0.354, "bbox_mAP_l": 0.445, "bbox_mAP_copypaste": "0.319 0.578 0.319 0.185 0.354 0.445", "segm_mAP": 0.315, "segm_mAP_50": 0.544, "segm_mAP_75": 0.32, "segm_mAP_s": 0.122, "segm_mAP_m": 0.34, "segm_mAP_l": 0.518, "segm_mAP_copypaste": "0.315 0.544 0.320 0.122 0.340 0.518"}
{"mode": "train", "epoch": 2, "iter": 50, "lr": 0.0001, "memory": 18874, "data_time": 0.12101, "loss_rpn_cls": 0.03614, "loss_rpn_bbox": 0.06133, "loss_cls": 0.25737, "acc": 91.30127, "loss_bbox": 0.30093, "loss_mask": 0.30187, "loss": 0.95765, "time": 0.93473}
{"mode": "train", "epoch": 2, "iter": 100, "lr": 0.0001, "memory": 18874, "data_time": 0.05988, "loss_rpn_cls": 0.03844, "loss_rpn_bbox": 0.06564, "loss_cls": 0.27135, "acc": 90.74194, "loss_bbox": 0.32402, "loss_mask": 0.30521, "loss": 1.00466, "time": 0.82834}
{"mode": "train", "epoch": 2, "iter": 150, "lr": 0.0001, "memory": 18874, "data_time": 0.05283, "loss_rpn_cls": 0.03474, "loss_rpn_bbox": 0.06227, "loss_cls": 0.25877, "acc": 91.16089, "loss_bbox": 0.31058, "loss_mask": 0.30185, "loss": 0.96821, "time": 0.8223}
{"mode": "train", "epoch": 2, "iter": 200, "lr": 0.0001, "memory": 18874, "data_time": 0.05977, "loss_rpn_cls": 0.03146, "loss_rpn_bbox": 0.05836, "loss_cls": 0.24652, "acc": 91.38135, "loss_bbox": 0.30484, "loss_mask": 0.29049, "loss": 0.93167, "time": 0.79902}
{"mode": "train", "epoch": 2, "iter": 250, "lr": 0.0001, "memory": 18874, "data_time": 0.04373, "loss_rpn_cls": 0.03246, "loss_rpn_bbox": 0.0572, "loss_cls": 0.24937, "acc": 91.6394, "loss_bbox": 0.29769, "loss_mask": 0.29247, "loss": 0.9292, "time": 0.79236}
{"mode": "train", "epoch": 2, "iter": 300, "lr": 0.0001, "memory": 18874, "data_time": 0.04941, "loss_rpn_cls": 0.03572, "loss_rpn_bbox": 0.06375, "loss_cls": 0.25908, "acc": 91.15503, "loss_bbox": 0.31632, "loss_mask": 0.29883, "loss": 0.97371, "time": 0.81004}
{"mode": "train", "epoch": 2, "iter": 350, "lr": 0.0001, "memory": 18874, "data_time": 0.0463, "loss_rpn_cls": 0.03449, "loss_rpn_bbox": 0.05961, "loss_cls": 0.24378, "acc": 91.5896, "loss_bbox": 0.29494, "loss_mask": 0.29622, "loss": 0.92905, "time": 0.80935}
{"mode": "train", "epoch": 2, "iter": 400, "lr": 0.0001, "memory": 18874, "data_time": 0.04455, "loss_rpn_cls": 0.0335, "loss_rpn_bbox": 0.05997, "loss_cls": 0.24934, "acc": 91.4292, "loss_bbox": 0.29907, "loss_mask": 0.29733, "loss": 0.93921, "time": 0.82116}
{"mode": "train", "epoch": 2, "iter": 450, "lr": 0.0001, "memory": 18874, "data_time": 0.04238, "loss_rpn_cls": 0.03605, "loss_rpn_bbox": 0.05866, "loss_cls": 0.23323, "acc": 92.15869, "loss_bbox": 0.28738, "loss_mask": 0.29209, "loss": 0.90742, "time": 0.80698}
{"mode": "train", "epoch": 2, "iter": 500, "lr": 0.0001, "memory": 18874, "data_time": 0.04268, "loss_rpn_cls": 0.03624, "loss_rpn_bbox": 0.06118, "loss_cls": 0.25637, "acc": 91.21802, "loss_bbox": 0.30756, "loss_mask": 0.30071, "loss": 0.96207, "time": 0.8036}
{"mode": "train", "epoch": 2, "iter": 550, "lr": 0.0001, "memory": 18874, "data_time": 0.04091, "loss_rpn_cls": 0.03113, "loss_rpn_bbox": 0.05406, "loss_cls": 0.23354, "acc": 92.11719, "loss_bbox": 0.2803, "loss_mask": 0.28613, "loss": 0.88515, "time": 0.79498}
{"mode": "train", "epoch": 2, "iter": 600, "lr": 0.0001, "memory": 18874, "data_time": 0.05715, "loss_rpn_cls": 0.035, "loss_rpn_bbox": 0.0607, "loss_cls": 0.25512, "acc": 91.31641, "loss_bbox": 0.29975, "loss_mask": 0.29079, "loss": 0.94136, "time": 0.81636}
{"mode": "train", "epoch": 2, "iter": 650, "lr": 0.0001, "memory": 18874, "data_time": 0.03812, "loss_rpn_cls": 0.03315, "loss_rpn_bbox": 0.05768, "loss_cls": 0.24546, "acc": 91.66968, "loss_bbox": 0.29458, "loss_mask": 0.29263, "loss": 0.92349, "time": 0.80442}
{"mode": "train", "epoch": 2, "iter": 700, "lr": 0.0001, "memory": 18874, "data_time": 0.04292, "loss_rpn_cls": 0.03452, "loss_rpn_bbox": 0.05698, "loss_cls": 0.24552, "acc": 91.72632, "loss_bbox": 0.29714, "loss_mask": 0.2902, "loss": 0.92436, "time": 0.79825}
{"mode": "train", "epoch": 2, "iter": 750, "lr": 0.0001, "memory": 18874, "data_time": 0.04614, "loss_rpn_cls": 0.03499, "loss_rpn_bbox": 0.06041, "loss_cls": 0.25234, "acc": 91.47632, "loss_bbox": 0.30068, "loss_mask": 0.29684, "loss": 0.94527, "time": 0.81633}
{"mode": "train", "epoch": 2, "iter": 800, "lr": 0.0001, "memory": 18874, "data_time": 0.05379, "loss_rpn_cls": 0.03561, "loss_rpn_bbox": 0.06083, "loss_cls": 0.25218, "acc": 91.56909, "loss_bbox": 0.2992, "loss_mask": 0.29072, "loss": 0.93855, "time": 0.8033}
{"mode": "train", "epoch": 2, "iter": 850, "lr": 0.0001, "memory": 18874, "data_time": 0.04824, "loss_rpn_cls": 0.03458, "loss_rpn_bbox": 0.05979, "loss_cls": 0.24922, "acc": 91.53857, "loss_bbox": 0.30143, "loss_mask": 0.29249, "loss": 0.93751, "time": 0.8082}
{"mode": "train", "epoch": 2, "iter": 900, "lr": 0.0001, "memory": 18874, "data_time": 0.04708, "loss_rpn_cls": 0.03667, "loss_rpn_bbox": 0.06103, "loss_cls": 0.26614, "acc": 90.83057, "loss_bbox": 0.32216, "loss_mask": 0.3063, "loss": 0.99229, "time": 0.81751}
{"mode": "train", "epoch": 2, "iter": 950, "lr": 0.0001, "memory": 18874, "data_time": 0.05503, "loss_rpn_cls": 0.03372, "loss_rpn_bbox": 0.05843, "loss_cls": 0.24937, "acc": 91.51587, "loss_bbox": 0.29689, "loss_mask": 0.29338, "loss": 0.93179, "time": 0.80689}
{"mode": "train", "epoch": 2, "iter": 1000, "lr": 0.0001, "memory": 18874, "data_time": 0.06391, "loss_rpn_cls": 0.03301, "loss_rpn_bbox": 0.05962, "loss_cls": 0.24669, "acc": 91.58008, "loss_bbox": 0.2982, "loss_mask": 0.29469, "loss": 0.93223, "time": 0.79936}
{"mode": "train", "epoch": 2, "iter": 1050, "lr": 0.0001, "memory": 18874, "data_time": 0.06087, "loss_rpn_cls": 0.03435, "loss_rpn_bbox": 0.05786, "loss_cls": 0.24595, "acc": 91.66211, "loss_bbox": 0.29421, "loss_mask": 0.28783, "loss": 0.9202, "time": 0.86224}
{"mode": "train", "epoch": 2, "iter": 1100, "lr": 0.0001, "memory": 18874, "data_time": 0.0538, "loss_rpn_cls": 0.0333, "loss_rpn_bbox": 0.05976, "loss_cls": 0.24743, "acc": 91.39966, "loss_bbox": 0.30715, "loss_mask": 0.29355, "loss": 0.94119, "time": 1.09308}
{"mode": "train", "epoch": 2, "iter": 1150, "lr": 0.0001, "memory": 18874, "data_time": 0.04471, "loss_rpn_cls": 0.0311, "loss_rpn_bbox": 0.05637, "loss_cls": 0.234, "acc": 91.98169, "loss_bbox": 0.28152, "loss_mask": 0.28804, "loss": 0.89103, "time": 0.8061}
{"mode": "train", "epoch": 2, "iter": 1200, "lr": 0.0001, "memory": 18874, "data_time": 0.05666, "loss_rpn_cls": 0.03724, "loss_rpn_bbox": 0.06174, "loss_cls": 0.25072, "acc": 91.47339, "loss_bbox": 0.30297, "loss_mask": 0.28951, "loss": 0.94217, "time": 0.80639}
{"mode": "train", "epoch": 2, "iter": 1250, "lr": 0.0001, "memory": 18874, "data_time": 0.05257, "loss_rpn_cls": 0.03472, "loss_rpn_bbox": 0.0578, "loss_cls": 0.233, "acc": 92.03906, "loss_bbox": 0.2864, "loss_mask": 0.27738, "loss": 0.88931, "time": 0.7999}
{"mode": "train", "epoch": 2, "iter": 1300, "lr": 0.0001, "memory": 18874, "data_time": 0.04189, "loss_rpn_cls": 0.0312, "loss_rpn_bbox": 0.05856, "loss_cls": 0.24067, "acc": 91.78467, "loss_bbox": 0.29061, "loss_mask": 0.29227, "loss": 0.9133, "time": 0.80833}
{"mode": "train", "epoch": 2, "iter": 1350, "lr": 0.0001, "memory": 18874, "data_time": 0.05322, "loss_rpn_cls": 0.0335, "loss_rpn_bbox": 0.05911, "loss_cls": 0.25568, "acc": 91.28003, "loss_bbox": 0.30593, "loss_mask": 0.29285, "loss": 0.94708, "time": 0.82873}
{"mode": "train", "epoch": 2, "iter": 1400, "lr": 0.0001, "memory": 18874, "data_time": 0.0487, "loss_rpn_cls": 0.03274, "loss_rpn_bbox": 0.06257, "loss_cls": 0.26245, "acc": 91.1001, "loss_bbox": 0.30785, "loss_mask": 0.30015, "loss": 0.96575, "time": 0.80795}
{"mode": "train", "epoch": 2, "iter": 1450, "lr": 0.0001, "memory": 18874, "data_time": 0.05558, "loss_rpn_cls": 0.03363, "loss_rpn_bbox": 0.06005, "loss_cls": 0.24887, "acc": 91.45337, "loss_bbox": 0.30375, "loss_mask": 0.29476, "loss": 0.94106, "time": 0.82369}
{"mode": "train", "epoch": 2, "iter": 1500, "lr": 0.0001, "memory": 18874, "data_time": 0.04308, "loss_rpn_cls": 0.03649, "loss_rpn_bbox": 0.06282, "loss_cls": 0.25607, "acc": 91.44189, "loss_bbox": 0.30556, "loss_mask": 0.29033, "loss": 0.95127, "time": 0.90542}
{"mode": "train", "epoch": 2, "iter": 1550, "lr": 0.0001, "memory": 18874, "data_time": 0.05335, "loss_rpn_cls": 0.03238, "loss_rpn_bbox": 0.05832, "loss_cls": 0.24951, "acc": 91.43384, "loss_bbox": 0.3025, "loss_mask": 0.29008, "loss": 0.93278, "time": 0.80087}
{"mode": "train", "epoch": 2, "iter": 1600, "lr": 0.0001, "memory": 18874, "data_time": 0.05657, "loss_rpn_cls": 0.03382, "loss_rpn_bbox": 0.05875, "loss_cls": 0.24569, "acc": 91.57739, "loss_bbox": 0.29681, "loss_mask": 0.28765, "loss": 0.92272, "time": 0.80451}
{"mode": "train", "epoch": 2, "iter": 1650, "lr": 0.0001, "memory": 18874, "data_time": 0.06652, "loss_rpn_cls": 0.03366, "loss_rpn_bbox": 0.06084, "loss_cls": 0.25146, "acc": 91.5459, "loss_bbox": 0.30324, "loss_mask": 0.28728, "loss": 0.93648, "time": 0.80727}
{"mode": "train", "epoch": 2, "iter": 1700, "lr": 0.0001, "memory": 18874, "data_time": 0.05568, "loss_rpn_cls": 0.03334, "loss_rpn_bbox": 0.06139, "loss_cls": 0.25902, "acc": 91.24731, "loss_bbox": 0.30944, "loss_mask": 0.29407, "loss": 0.95725, "time": 0.81403}
{"mode": "train", "epoch": 2, "iter": 1750, "lr": 0.0001, "memory": 18874, "data_time": 0.0499, "loss_rpn_cls": 0.03355, "loss_rpn_bbox": 0.059, "loss_cls": 0.23574, "acc": 92.12329, "loss_bbox": 0.28338, "loss_mask": 0.28649, "loss": 0.89816, "time": 0.79915}
{"mode": "train", "epoch": 2, "iter": 1800, "lr": 0.0001, "memory": 18874, "data_time": 0.05169, "loss_rpn_cls": 0.033, "loss_rpn_bbox": 0.06021, "loss_cls": 0.24522, "acc": 91.51904, "loss_bbox": 0.29815, "loss_mask": 0.28685, "loss": 0.92344, "time": 0.81339}
{"mode": "train", "epoch": 2, "iter": 1850, "lr": 0.0001, "memory": 18874, "data_time": 0.04222, "loss_rpn_cls": 0.03192, "loss_rpn_bbox": 0.05905, "loss_cls": 0.24112, "acc": 91.58936, "loss_bbox": 0.29776, "loss_mask": 0.28433, "loss": 0.91416, "time": 0.82086}
{"mode": "train", "epoch": 2, "iter": 1900, "lr": 0.0001, "memory": 18874, "data_time": 0.05158, "loss_rpn_cls": 0.0366, "loss_rpn_bbox": 0.06227, "loss_cls": 0.25082, "acc": 91.44287, "loss_bbox": 0.30319, "loss_mask": 0.2947, "loss": 0.94758, "time": 0.81867}
{"mode": "train", "epoch": 2, "iter": 1950, "lr": 0.0001, "memory": 18874, "data_time": 0.04749, "loss_rpn_cls": 0.03246, "loss_rpn_bbox": 0.05628, "loss_cls": 0.24697, "acc": 91.5918, "loss_bbox": 0.29976, "loss_mask": 0.2916, "loss": 0.92706, "time": 0.8017}
{"mode": "train", "epoch": 2, "iter": 2000, "lr": 0.0001, "memory": 18874, "data_time": 0.05641, "loss_rpn_cls": 0.03427, "loss_rpn_bbox": 0.0625, "loss_cls": 0.23815, "acc": 91.9353, "loss_bbox": 0.29101, "loss_mask": 0.28711, "loss": 0.91305, "time": 0.80173}
{"mode": "train", "epoch": 2, "iter": 2050, "lr": 0.0001, "memory": 18874, "data_time": 0.06078, "loss_rpn_cls": 0.03401, "loss_rpn_bbox": 0.06099, "loss_cls": 0.25476, "acc": 91.27832, "loss_bbox": 0.30699, "loss_mask": 0.29491, "loss": 0.95165, "time": 0.81983}
{"mode": "train", "epoch": 2, "iter": 2100, "lr": 0.0001, "memory": 18874, "data_time": 0.04588, "loss_rpn_cls": 0.03363, "loss_rpn_bbox": 0.06082, "loss_cls": 0.25247, "acc": 91.34326, "loss_bbox": 0.30848, "loss_mask": 0.29307, "loss": 0.94846, "time": 0.80586}
{"mode": "train", "epoch": 2, "iter": 2150, "lr": 0.0001, "memory": 18874, "data_time": 0.07148, "loss_rpn_cls": 0.03225, "loss_rpn_bbox": 0.05802, "loss_cls": 0.25946, "acc": 91.19189, "loss_bbox": 0.30813, "loss_mask": 0.29476, "loss": 0.95261, "time": 1.07971}
{"mode": "train", "epoch": 2, "iter": 2200, "lr": 0.0001, "memory": 18874, "data_time": 0.05444, "loss_rpn_cls": 0.03453, "loss_rpn_bbox": 0.06091, "loss_cls": 0.25459, "acc": 91.28906, "loss_bbox": 0.30256, "loss_mask": 0.29408, "loss": 0.94667, "time": 0.8749}
{"mode": "train", "epoch": 2, "iter": 2250, "lr": 0.0001, "memory": 18874, "data_time": 0.04048, "loss_rpn_cls": 0.03471, "loss_rpn_bbox": 0.0586, "loss_cls": 0.24472, "acc": 91.7605, "loss_bbox": 0.29009, "loss_mask": 0.28702, "loss": 0.91515, "time": 0.80944}
{"mode": "train", "epoch": 2, "iter": 2300, "lr": 0.0001, "memory": 18874, "data_time": 0.0553, "loss_rpn_cls": 0.03032, "loss_rpn_bbox": 0.05872, "loss_cls": 0.25191, "acc": 91.40894, "loss_bbox": 0.30032, "loss_mask": 0.28308, "loss": 0.92435, "time": 0.80862}
{"mode": "train", "epoch": 2, "iter": 2350, "lr": 0.0001, "memory": 18874, "data_time": 0.04716, "loss_rpn_cls": 0.03073, "loss_rpn_bbox": 0.05531, "loss_cls": 0.24856, "acc": 91.48877, "loss_bbox": 0.29269, "loss_mask": 0.28192, "loss": 0.90921, "time": 0.79354}
{"mode": "train", "epoch": 2, "iter": 2400, "lr": 0.0001, "memory": 18874, "data_time": 0.04728, "loss_rpn_cls": 0.03001, "loss_rpn_bbox": 0.05831, "loss_cls": 0.2492, "acc": 91.28784, "loss_bbox": 0.29915, "loss_mask": 0.28384, "loss": 0.92051, "time": 0.80942}
{"mode": "train", "epoch": 2, "iter": 2450, "lr": 0.0001, "memory": 18874, "data_time": 0.05523, "loss_rpn_cls": 0.03251, "loss_rpn_bbox": 0.05756, "loss_cls": 0.24472, "acc": 91.6792, "loss_bbox": 0.29389, "loss_mask": 0.28784, "loss": 0.91651, "time": 0.81654}
{"mode": "train", "epoch": 2, "iter": 2500, "lr": 0.0001, "memory": 18874, "data_time": 0.04673, "loss_rpn_cls": 0.03335, "loss_rpn_bbox": 0.05693, "loss_cls": 0.23748, "acc": 91.92188, "loss_bbox": 0.28333, "loss_mask": 0.28526, "loss": 0.89634, "time": 0.79849}
{"mode": "train", "epoch": 2, "iter": 2550, "lr": 0.0001, "memory": 18874, "data_time": 0.03429, "loss_rpn_cls": 0.03239, "loss_rpn_bbox": 0.05641, "loss_cls": 0.23711, "acc": 91.89893, "loss_bbox": 0.28466, "loss_mask": 0.2902, "loss": 0.90077, "time": 0.89879}
{"mode": "train", "epoch": 2, "iter": 2600, "lr": 0.0001, "memory": 18874, "data_time": 0.059, "loss_rpn_cls": 0.03088, "loss_rpn_bbox": 0.05902, "loss_cls": 0.25367, "acc": 91.31909, "loss_bbox": 0.30648, "loss_mask": 0.28593, "loss": 0.93598, "time": 0.80983}
{"mode": "train", "epoch": 2, "iter": 2650, "lr": 0.0001, "memory": 18874, "data_time": 0.05122, "loss_rpn_cls": 0.03592, "loss_rpn_bbox": 0.06349, "loss_cls": 0.26099, "acc": 91.06128, "loss_bbox": 0.31628, "loss_mask": 0.29258, "loss": 0.96927, "time": 0.81939}
{"mode": "train", "epoch": 2, "iter": 2700, "lr": 0.0001, "memory": 18874, "data_time": 0.05445, "loss_rpn_cls": 0.03314, "loss_rpn_bbox": 0.06088, "loss_cls": 0.24612, "acc": 91.64038, "loss_bbox": 0.29509, "loss_mask": 0.27915, "loss": 0.91439, "time": 0.8276}
{"mode": "train", "epoch": 2, "iter": 2750, "lr": 0.0001, "memory": 18874, "data_time": 0.04454, "loss_rpn_cls": 0.03255, "loss_rpn_bbox": 0.06026, "loss_cls": 0.24358, "acc": 91.79004, "loss_bbox": 0.28882, "loss_mask": 0.28749, "loss": 0.9127, "time": 0.8188}
{"mode": "train", "epoch": 2, "iter": 2800, "lr": 0.0001, "memory": 18874, "data_time": 0.04908, "loss_rpn_cls": 0.03106, "loss_rpn_bbox": 0.05977, "loss_cls": 0.24612, "acc": 91.64893, "loss_bbox": 0.29417, "loss_mask": 0.2875, "loss": 0.91862, "time": 0.81698}
{"mode": "train", "epoch": 2, "iter": 2850, "lr": 0.0001, "memory": 18874, "data_time": 0.06009, "loss_rpn_cls": 0.03293, "loss_rpn_bbox": 0.05773, "loss_cls": 0.23664, "acc": 91.79102, "loss_bbox": 0.28893, "loss_mask": 0.28852, "loss": 0.90476, "time": 0.81514}
{"mode": "train", "epoch": 2, "iter": 2900, "lr": 0.0001, "memory": 18874, "data_time": 0.0522, "loss_rpn_cls": 0.03388, "loss_rpn_bbox": 0.05758, "loss_cls": 0.24427, "acc": 91.65063, "loss_bbox": 0.28849, "loss_mask": 0.29005, "loss": 0.91426, "time": 0.80626}
{"mode": "train", "epoch": 2, "iter": 2950, "lr": 0.0001, "memory": 18874, "data_time": 0.06441, "loss_rpn_cls": 0.03079, "loss_rpn_bbox": 0.0562, "loss_cls": 0.23828, "acc": 91.83618, "loss_bbox": 0.29579, "loss_mask": 0.28963, "loss": 0.91069, "time": 0.8112}
{"mode": "train", "epoch": 2, "iter": 3000, "lr": 0.0001, "memory": 18874, "data_time": 0.04921, "loss_rpn_cls": 0.03202, "loss_rpn_bbox": 0.05306, "loss_cls": 0.23815, "acc": 91.88818, "loss_bbox": 0.2846, "loss_mask": 0.28982, "loss": 0.89765, "time": 0.79171}
{"mode": "train", "epoch": 2, "iter": 3050, "lr": 0.0001, "memory": 18874, "data_time": 0.05466, "loss_rpn_cls": 0.0338, "loss_rpn_bbox": 0.05919, "loss_cls": 0.24369, "acc": 91.71802, "loss_bbox": 0.28874, "loss_mask": 0.28695, "loss": 0.91238, "time": 0.81022}
{"mode": "train", "epoch": 2, "iter": 3100, "lr": 0.0001, "memory": 18874, "data_time": 0.05397, "loss_rpn_cls": 0.03111, "loss_rpn_bbox": 0.05746, "loss_cls": 0.24039, "acc": 91.76782, "loss_bbox": 0.28776, "loss_mask": 0.28673, "loss": 0.90346, "time": 0.82849}
{"mode": "train", "epoch": 2, "iter": 3150, "lr": 0.0001, "memory": 18874, "data_time": 0.0375, "loss_rpn_cls": 0.03084, "loss_rpn_bbox": 0.05834, "loss_cls": 0.23593, "acc": 91.75122, "loss_bbox": 0.28837, "loss_mask": 0.28035, "loss": 0.89384, "time": 0.80532}
{"mode": "train", "epoch": 2, "iter": 3200, "lr": 0.0001, "memory": 18874, "data_time": 0.04659, "loss_rpn_cls": 0.03112, "loss_rpn_bbox": 0.05662, "loss_cls": 0.23358, "acc": 92.0481, "loss_bbox": 0.28481, "loss_mask": 0.28111, "loss": 0.88723, "time": 0.90714}
{"mode": "train", "epoch": 2, "iter": 3250, "lr": 0.0001, "memory": 18874, "data_time": 0.05634, "loss_rpn_cls": 0.03195, "loss_rpn_bbox": 0.05687, "loss_cls": 0.24029, "acc": 91.71851, "loss_bbox": 0.28616, "loss_mask": 0.28174, "loss": 0.89702, "time": 1.03027}
{"mode": "train", "epoch": 2, "iter": 3300, "lr": 0.0001, "memory": 18874, "data_time": 0.05735, "loss_rpn_cls": 0.0326, "loss_rpn_bbox": 0.05801, "loss_cls": 0.24338, "acc": 91.71313, "loss_bbox": 0.29591, "loss_mask": 0.28864, "loss": 0.91854, "time": 0.80774}
{"mode": "train", "epoch": 2, "iter": 3350, "lr": 0.0001, "memory": 18874, "data_time": 0.04573, "loss_rpn_cls": 0.03431, "loss_rpn_bbox": 0.05803, "loss_cls": 0.24864, "acc": 91.43115, "loss_bbox": 0.29542, "loss_mask": 0.29371, "loss": 0.93011, "time": 0.80975}
{"mode": "train", "epoch": 2, "iter": 3400, "lr": 0.0001, "memory": 18874, "data_time": 0.04574, "loss_rpn_cls": 0.02837, "loss_rpn_bbox": 0.05573, "loss_cls": 0.23817, "acc": 91.95532, "loss_bbox": 0.28426, "loss_mask": 0.2797, "loss": 0.88624, "time": 0.79975}
{"mode": "train", "epoch": 2, "iter": 3450, "lr": 0.0001, "memory": 18874, "data_time": 0.052, "loss_rpn_cls": 0.0331, "loss_rpn_bbox": 0.05644, "loss_cls": 0.2396, "acc": 91.62964, "loss_bbox": 0.29362, "loss_mask": 0.28711, "loss": 0.90987, "time": 0.80751}
{"mode": "train", "epoch": 2, "iter": 3500, "lr": 0.0001, "memory": 18874, "data_time": 0.04418, "loss_rpn_cls": 0.03011, "loss_rpn_bbox": 0.05396, "loss_cls": 0.24424, "acc": 91.69873, "loss_bbox": 0.28904, "loss_mask": 0.28395, "loss": 0.9013, "time": 0.80326}
{"mode": "train", "epoch": 2, "iter": 3550, "lr": 0.0001, "memory": 18874, "data_time": 0.04411, "loss_rpn_cls": 0.02943, "loss_rpn_bbox": 0.05529, "loss_cls": 0.24643, "acc": 91.53516, "loss_bbox": 0.29978, "loss_mask": 0.28142, "loss": 0.91234, "time": 0.81253}
{"mode": "train", "epoch": 2, "iter": 3600, "lr": 0.0001, "memory": 18874, "data_time": 0.0572, "loss_rpn_cls": 0.03254, "loss_rpn_bbox": 0.05826, "loss_cls": 0.24505, "acc": 91.60327, "loss_bbox": 0.29832, "loss_mask": 0.28699, "loss": 0.92116, "time": 0.80883}
{"mode": "train", "epoch": 2, "iter": 3650, "lr": 0.0001, "memory": 18874, "data_time": 0.05423, "loss_rpn_cls": 0.0318, "loss_rpn_bbox": 0.05676, "loss_cls": 0.23908, "acc": 91.75806, "loss_bbox": 0.29373, "loss_mask": 0.27941, "loss": 0.90077, "time": 0.90517}
{"mode": "train", "epoch": 2, "iter": 3700, "lr": 0.0001, "memory": 18874, "data_time": 0.04327, "loss_rpn_cls": 0.03031, "loss_rpn_bbox": 0.05401, "loss_cls": 0.24707, "acc": 91.58521, "loss_bbox": 0.29605, "loss_mask": 0.28115, "loss": 0.9086, "time": 0.8144}
{"mode": "train", "epoch": 2, "iter": 3750, "lr": 0.0001, "memory": 18874, "data_time": 0.05664, "loss_rpn_cls": 0.03171, "loss_rpn_bbox": 0.05862, "loss_cls": 0.24639, "acc": 91.60303, "loss_bbox": 0.29639, "loss_mask": 0.29209, "loss": 0.9252, "time": 0.80897}
{"mode": "train", "epoch": 2, "iter": 3800, "lr": 0.0001, "memory": 18874, "data_time": 0.04781, "loss_rpn_cls": 0.02999, "loss_rpn_bbox": 0.0567, "loss_cls": 0.2372, "acc": 91.85913, "loss_bbox": 0.2899, "loss_mask": 0.27506, "loss": 0.88886, "time": 0.80745}
{"mode": "train", "epoch": 2, "iter": 3850, "lr": 0.0001, "memory": 18874, "data_time": 0.05656, "loss_rpn_cls": 0.03259, "loss_rpn_bbox": 0.05726, "loss_cls": 0.24027, "acc": 91.7644, "loss_bbox": 0.29414, "loss_mask": 0.28428, "loss": 0.90853, "time": 0.81112}
{"mode": "train", "epoch": 2, "iter": 3900, "lr": 0.0001, "memory": 18874, "data_time": 0.05521, "loss_rpn_cls": 0.03092, "loss_rpn_bbox": 0.055, "loss_cls": 0.24325, "acc": 91.59668, "loss_bbox": 0.29095, "loss_mask": 0.28135, "loss": 0.90147, "time": 0.80608}
{"mode": "train", "epoch": 2, "iter": 3950, "lr": 0.0001, "memory": 18874, "data_time": 0.06714, "loss_rpn_cls": 0.03379, "loss_rpn_bbox": 0.05822, "loss_cls": 0.23978, "acc": 91.63647, "loss_bbox": 0.29916, "loss_mask": 0.28466, "loss": 0.91561, "time": 0.81781}
{"mode": "train", "epoch": 2, "iter": 4000, "lr": 0.0001, "memory": 18874, "data_time": 0.05255, "loss_rpn_cls": 0.03126, "loss_rpn_bbox": 0.05589, "loss_cls": 0.24578, "acc": 91.55688, "loss_bbox": 0.29863, "loss_mask": 0.28423, "loss": 0.91579, "time": 0.80784}
{"mode": "train", "epoch": 2, "iter": 4050, "lr": 0.0001, "memory": 18874, "data_time": 0.05813, "loss_rpn_cls": 0.03182, "loss_rpn_bbox": 0.05653, "loss_cls": 0.24078, "acc": 91.65674, "loss_bbox": 0.29422, "loss_mask": 0.28471, "loss": 0.90805, "time": 0.80616}
{"mode": "train", "epoch": 2, "iter": 4100, "lr": 0.0001, "memory": 18874, "data_time": 0.04001, "loss_rpn_cls": 0.02889, "loss_rpn_bbox": 0.05453, "loss_cls": 0.23161, "acc": 91.96655, "loss_bbox": 0.28158, "loss_mask": 0.28254, "loss": 0.87915, "time": 0.81064}
{"mode": "train", "epoch": 2, "iter": 4150, "lr": 0.0001, "memory": 18874, "data_time": 0.03878, "loss_rpn_cls": 0.03344, "loss_rpn_bbox": 0.06063, "loss_cls": 0.24149, "acc": 91.72168, "loss_bbox": 0.29437, "loss_mask": 0.28443, "loss": 0.91436, "time": 0.81284}
{"mode": "train", "epoch": 2, "iter": 4200, "lr": 0.0001, "memory": 18874, "data_time": 0.05346, "loss_rpn_cls": 0.03075, "loss_rpn_bbox": 0.05681, "loss_cls": 0.22989, "acc": 92.13721, "loss_bbox": 0.27927, "loss_mask": 0.27964, "loss": 0.87636, "time": 0.80108}
{"mode": "train", "epoch": 2, "iter": 4250, "lr": 0.0001, "memory": 18874, "data_time": 0.04171, "loss_rpn_cls": 0.03177, "loss_rpn_bbox": 0.05588, "loss_cls": 0.22759, "acc": 92.04761, "loss_bbox": 0.27643, "loss_mask": 0.28017, "loss": 0.87184, "time": 0.80511}
{"mode": "train", "epoch": 2, "iter": 4300, "lr": 0.0001, "memory": 18874, "data_time": 0.05199, "loss_rpn_cls": 0.03319, "loss_rpn_bbox": 0.0601, "loss_cls": 0.22874, "acc": 92.08716, "loss_bbox": 0.28165, "loss_mask": 0.28212, "loss": 0.88579, "time": 1.05036}
{"mode": "train", "epoch": 2, "iter": 4350, "lr": 0.0001, "memory": 18874, "data_time": 0.06308, "loss_rpn_cls": 0.03321, "loss_rpn_bbox": 0.0592, "loss_cls": 0.25122, "acc": 91.37061, "loss_bbox": 0.3086, "loss_mask": 0.29144, "loss": 0.94367, "time": 0.86018}
{"mode": "train", "epoch": 2, "iter": 4400, "lr": 0.0001, "memory": 18874, "data_time": 0.04191, "loss_rpn_cls": 0.03007, "loss_rpn_bbox": 0.058, "loss_cls": 0.23625, "acc": 91.82056, "loss_bbox": 0.28159, "loss_mask": 0.27861, "loss": 0.88452, "time": 0.79856}
{"mode": "train", "epoch": 2, "iter": 4450, "lr": 0.0001, "memory": 18874, "data_time": 0.05133, "loss_rpn_cls": 0.02881, "loss_rpn_bbox": 0.05323, "loss_cls": 0.22092, "acc": 92.28735, "loss_bbox": 0.27388, "loss_mask": 0.28008, "loss": 0.85692, "time": 0.7983}
{"mode": "train", "epoch": 2, "iter": 4500, "lr": 0.0001, "memory": 18874, "data_time": 0.0557, "loss_rpn_cls": 0.03182, "loss_rpn_bbox": 0.05807, "loss_cls": 0.2388, "acc": 91.59155, "loss_bbox": 0.29319, "loss_mask": 0.27826, "loss": 0.90015, "time": 0.80674}
{"mode": "train", "epoch": 2, "iter": 4550, "lr": 0.0001, "memory": 18874, "data_time": 0.04694, "loss_rpn_cls": 0.0324, "loss_rpn_bbox": 0.0548, "loss_cls": 0.23253, "acc": 92.07178, "loss_bbox": 0.28037, "loss_mask": 0.28343, "loss": 0.88353, "time": 0.79133}
{"mode": "train", "epoch": 2, "iter": 4600, "lr": 0.0001, "memory": 18874, "data_time": 0.04884, "loss_rpn_cls": 0.03168, "loss_rpn_bbox": 0.05534, "loss_cls": 0.24083, "acc": 91.6958, "loss_bbox": 0.29392, "loss_mask": 0.2842, "loss": 0.90596, "time": 0.81691}
{"mode": "train", "epoch": 2, "iter": 4650, "lr": 0.0001, "memory": 18874, "data_time": 0.04905, "loss_rpn_cls": 0.02718, "loss_rpn_bbox": 0.05062, "loss_cls": 0.22663, "acc": 92.27148, "loss_bbox": 0.27413, "loss_mask": 0.27659, "loss": 0.85515, "time": 0.79831}
{"mode": "train", "epoch": 2, "iter": 4700, "lr": 0.0001, "memory": 18874, "data_time": 0.04996, "loss_rpn_cls": 0.029, "loss_rpn_bbox": 0.05417, "loss_cls": 0.2227, "acc": 92.3501, "loss_bbox": 0.27074, "loss_mask": 0.27637, "loss": 0.85298, "time": 0.90564}
{"mode": "train", "epoch": 2, "iter": 4750, "lr": 0.0001, "memory": 18874, "data_time": 0.04742, "loss_rpn_cls": 0.03094, "loss_rpn_bbox": 0.05571, "loss_cls": 0.23465, "acc": 91.72461, "loss_bbox": 0.28894, "loss_mask": 0.27257, "loss": 0.8828, "time": 0.80943}
{"mode": "train", "epoch": 2, "iter": 4800, "lr": 0.0001, "memory": 18874, "data_time": 0.0451, "loss_rpn_cls": 0.03004, "loss_rpn_bbox": 0.05733, "loss_cls": 0.23535, "acc": 91.9436, "loss_bbox": 0.28739, "loss_mask": 0.27635, "loss": 0.88648, "time": 0.80056}
{"mode": "train", "epoch": 2, "iter": 4850, "lr": 0.0001, "memory": 18874, "data_time": 0.04275, "loss_rpn_cls": 0.0318, "loss_rpn_bbox": 0.05813, "loss_cls": 0.24084, "acc": 91.72412, "loss_bbox": 0.28751, "loss_mask": 0.28148, "loss": 0.89977, "time": 0.80816}
{"mode": "train", "epoch": 2, "iter": 4900, "lr": 0.0001, "memory": 18874, "data_time": 0.04516, "loss_rpn_cls": 0.03014, "loss_rpn_bbox": 0.05594, "loss_cls": 0.24706, "acc": 91.44434, "loss_bbox": 0.29296, "loss_mask": 0.28184, "loss": 0.90793, "time": 0.82195}
{"mode": "train", "epoch": 2, "iter": 4950, "lr": 0.0001, "memory": 18874, "data_time": 0.04362, "loss_rpn_cls": 0.0323, "loss_rpn_bbox": 0.05478, "loss_cls": 0.23466, "acc": 91.82642, "loss_bbox": 0.28789, "loss_mask": 0.27598, "loss": 0.88561, "time": 0.80501}
{"mode": "train", "epoch": 2, "iter": 5000, "lr": 0.0001, "memory": 18874, "data_time": 0.04574, "loss_rpn_cls": 0.03156, "loss_rpn_bbox": 0.05815, "loss_cls": 0.24684, "acc": 91.58472, "loss_bbox": 0.30041, "loss_mask": 0.28376, "loss": 0.92072, "time": 0.80372}
{"mode": "train", "epoch": 2, "iter": 5050, "lr": 0.0001, "memory": 18874, "data_time": 0.05066, "loss_rpn_cls": 0.02786, "loss_rpn_bbox": 0.0546, "loss_cls": 0.22282, "acc": 92.32446, "loss_bbox": 0.2723, "loss_mask": 0.27565, "loss": 0.85324, "time": 0.80595}
{"mode": "train", "epoch": 2, "iter": 5100, "lr": 0.0001, "memory": 18874, "data_time": 0.04437, "loss_rpn_cls": 0.0286, "loss_rpn_bbox": 0.05516, "loss_cls": 0.24187, "acc": 91.69141, "loss_bbox": 0.29224, "loss_mask": 0.28268, "loss": 0.90054, "time": 0.80496}
{"mode": "train", "epoch": 2, "iter": 5150, "lr": 0.0001, "memory": 18874, "data_time": 0.04823, "loss_rpn_cls": 0.03272, "loss_rpn_bbox": 0.06162, "loss_cls": 0.24636, "acc": 91.37402, "loss_bbox": 0.30607, "loss_mask": 0.28206, "loss": 0.92883, "time": 0.82345}
{"mode": "train", "epoch": 2, "iter": 5200, "lr": 0.0001, "memory": 18874, "data_time": 0.04795, "loss_rpn_cls": 0.02827, "loss_rpn_bbox": 0.0552, "loss_cls": 0.24171, "acc": 91.65576, "loss_bbox": 0.28648, "loss_mask": 0.283, "loss": 0.89466, "time": 0.80774}
{"mode": "train", "epoch": 2, "iter": 5250, "lr": 0.0001, "memory": 18874, "data_time": 0.05024, "loss_rpn_cls": 0.0273, "loss_rpn_bbox": 0.05577, "loss_cls": 0.23622, "acc": 91.94946, "loss_bbox": 0.2841, "loss_mask": 0.27865, "loss": 0.88203, "time": 0.81271}
{"mode": "train", "epoch": 2, "iter": 5300, "lr": 0.0001, "memory": 18874, "data_time": 0.04595, "loss_rpn_cls": 0.0324, "loss_rpn_bbox": 0.0573, "loss_cls": 0.24766, "acc": 91.56372, "loss_bbox": 0.29316, "loss_mask": 0.28411, "loss": 0.91464, "time": 0.80621}
{"mode": "train", "epoch": 2, "iter": 5350, "lr": 0.0001, "memory": 18874, "data_time": 0.05204, "loss_rpn_cls": 0.03256, "loss_rpn_bbox": 0.05774, "loss_cls": 0.23836, "acc": 92.04541, "loss_bbox": 0.28024, "loss_mask": 0.28445, "loss": 0.89335, "time": 0.94855}
{"mode": "train", "epoch": 2, "iter": 5400, "lr": 0.0001, "memory": 18874, "data_time": 0.04448, "loss_rpn_cls": 0.02826, "loss_rpn_bbox": 0.05477, "loss_cls": 0.23209, "acc": 92.08252, "loss_bbox": 0.27772, "loss_mask": 0.27722, "loss": 0.87007, "time": 0.94526}
{"mode": "train", "epoch": 2, "iter": 5450, "lr": 0.0001, "memory": 18874, "data_time": 0.0528, "loss_rpn_cls": 0.03108, "loss_rpn_bbox": 0.05492, "loss_cls": 0.22729, "acc": 92.19092, "loss_bbox": 0.27515, "loss_mask": 0.27412, "loss": 0.86255, "time": 0.80362}
{"mode": "train", "epoch": 2, "iter": 5500, "lr": 0.0001, "memory": 18874, "data_time": 0.05099, "loss_rpn_cls": 0.02896, "loss_rpn_bbox": 0.05444, "loss_cls": 0.23591, "acc": 91.90503, "loss_bbox": 0.28331, "loss_mask": 0.27866, "loss": 0.88128, "time": 0.80896}
{"mode": "train", "epoch": 2, "iter": 5550, "lr": 0.0001, "memory": 18874, "data_time": 0.04658, "loss_rpn_cls": 0.03103, "loss_rpn_bbox": 0.05718, "loss_cls": 0.23681, "acc": 91.79053, "loss_bbox": 0.28981, "loss_mask": 0.28455, "loss": 0.89938, "time": 0.82098}
{"mode": "train", "epoch": 2, "iter": 5600, "lr": 0.0001, "memory": 18874, "data_time": 0.04232, "loss_rpn_cls": 0.03231, "loss_rpn_bbox": 0.0578, "loss_cls": 0.23753, "acc": 91.79712, "loss_bbox": 0.28959, "loss_mask": 0.28308, "loss": 0.90031, "time": 0.80699}
{"mode": "train", "epoch": 2, "iter": 5650, "lr": 0.0001, "memory": 18874, "data_time": 0.05287, "loss_rpn_cls": 0.02948, "loss_rpn_bbox": 0.05369, "loss_cls": 0.2344, "acc": 92.04395, "loss_bbox": 0.28, "loss_mask": 0.27545, "loss": 0.87303, "time": 0.80894}
{"mode": "train", "epoch": 2, "iter": 5700, "lr": 0.0001, "memory": 18874, "data_time": 0.05386, "loss_rpn_cls": 0.03189, "loss_rpn_bbox": 0.05742, "loss_cls": 0.23636, "acc": 91.87109, "loss_bbox": 0.28514, "loss_mask": 0.28402, "loss": 0.89484, "time": 0.81315}
{"mode": "train", "epoch": 2, "iter": 5750, "lr": 0.0001, "memory": 18874, "data_time": 0.05371, "loss_rpn_cls": 0.02693, "loss_rpn_bbox": 0.05349, "loss_cls": 0.23106, "acc": 91.99707, "loss_bbox": 0.27779, "loss_mask": 0.27424, "loss": 0.86352, "time": 0.89446}
{"mode": "train", "epoch": 2, "iter": 5800, "lr": 0.0001, "memory": 18874, "data_time": 0.05023, "loss_rpn_cls": 0.02677, "loss_rpn_bbox": 0.05248, "loss_cls": 0.2387, "acc": 91.75317, "loss_bbox": 0.28525, "loss_mask": 0.27888, "loss": 0.88208, "time": 0.80638}
{"mode": "train", "epoch": 2, "iter": 5850, "lr": 0.0001, "memory": 18874, "data_time": 0.04582, "loss_rpn_cls": 0.02785, "loss_rpn_bbox": 0.05728, "loss_cls": 0.24189, "acc": 91.55566, "loss_bbox": 0.29303, "loss_mask": 0.27367, "loss": 0.89372, "time": 0.8094}
{"mode": "train", "epoch": 2, "iter": 5900, "lr": 0.0001, "memory": 18874, "data_time": 0.04888, "loss_rpn_cls": 0.02803, "loss_rpn_bbox": 0.05467, "loss_cls": 0.22842, "acc": 92.10547, "loss_bbox": 0.27465, "loss_mask": 0.27192, "loss": 0.85769, "time": 0.80062}
{"mode": "train", "epoch": 2, "iter": 5950, "lr": 0.0001, "memory": 18874, "data_time": 0.0591, "loss_rpn_cls": 0.02989, "loss_rpn_bbox": 0.05388, "loss_cls": 0.23626, "acc": 92.0625, "loss_bbox": 0.2754, "loss_mask": 0.2795, "loss": 0.87493, "time": 0.79671}
{"mode": "train", "epoch": 2, "iter": 6000, "lr": 0.0001, "memory": 18874, "data_time": 0.06316, "loss_rpn_cls": 0.02927, "loss_rpn_bbox": 0.05471, "loss_cls": 0.23203, "acc": 92.02588, "loss_bbox": 0.27675, "loss_mask": 0.27955, "loss": 0.87232, "time": 0.80918}
{"mode": "train", "epoch": 2, "iter": 6050, "lr": 0.0001, "memory": 18874, "data_time": 0.04602, "loss_rpn_cls": 0.031, "loss_rpn_bbox": 0.0569, "loss_cls": 0.24103, "acc": 91.64331, "loss_bbox": 0.29103, "loss_mask": 0.27991, "loss": 0.89987, "time": 0.82099}
{"mode": "train", "epoch": 2, "iter": 6100, "lr": 0.0001, "memory": 18874, "data_time": 0.05353, "loss_rpn_cls": 0.0308, "loss_rpn_bbox": 0.05701, "loss_cls": 0.23371, "acc": 91.63843, "loss_bbox": 0.29016, "loss_mask": 0.27836, "loss": 0.89005, "time": 0.80992}
{"mode": "train", "epoch": 2, "iter": 6150, "lr": 0.0001, "memory": 18874, "data_time": 0.04211, "loss_rpn_cls": 0.03125, "loss_rpn_bbox": 0.05477, "loss_cls": 0.23946, "acc": 91.65723, "loss_bbox": 0.29346, "loss_mask": 0.27988, "loss": 0.89882, "time": 0.80513}
{"mode": "train", "epoch": 2, "iter": 6200, "lr": 0.0001, "memory": 18874, "data_time": 0.05836, "loss_rpn_cls": 0.02957, "loss_rpn_bbox": 0.05362, "loss_cls": 0.23199, "acc": 91.99634, "loss_bbox": 0.2787, "loss_mask": 0.27886, "loss": 0.87273, "time": 0.81215}
{"mode": "train", "epoch": 2, "iter": 6250, "lr": 0.0001, "memory": 18874, "data_time": 0.06086, "loss_rpn_cls": 0.02967, "loss_rpn_bbox": 0.05389, "loss_cls": 0.24018, "acc": 91.67261, "loss_bbox": 0.29144, "loss_mask": 0.27519, "loss": 0.89036, "time": 0.80986}
{"mode": "train", "epoch": 2, "iter": 6300, "lr": 0.0001, "memory": 18874, "data_time": 0.04388, "loss_rpn_cls": 0.0272, "loss_rpn_bbox": 0.05324, "loss_cls": 0.22364, "acc": 92.2356, "loss_bbox": 0.27236, "loss_mask": 0.2748, "loss": 0.85124, "time": 0.80187}
{"mode": "train", "epoch": 2, "iter": 6350, "lr": 0.0001, "memory": 18874, "data_time": 0.04885, "loss_rpn_cls": 0.02891, "loss_rpn_bbox": 0.05377, "loss_cls": 0.23115, "acc": 92.05347, "loss_bbox": 0.2786, "loss_mask": 0.27532, "loss": 0.86776, "time": 0.80936}
{"mode": "train", "epoch": 2, "iter": 6400, "lr": 0.0001, "memory": 18874, "data_time": 0.05186, "loss_rpn_cls": 0.03372, "loss_rpn_bbox": 0.05827, "loss_cls": 0.23267, "acc": 91.89331, "loss_bbox": 0.28218, "loss_mask": 0.27686, "loss": 0.88369, "time": 0.81852}
{"mode": "train", "epoch": 2, "iter": 6450, "lr": 0.0001, "memory": 18874, "data_time": 0.05996, "loss_rpn_cls": 0.02919, "loss_rpn_bbox": 0.05717, "loss_cls": 0.23277, "acc": 91.86279, "loss_bbox": 0.28377, "loss_mask": 0.27513, "loss": 0.87802, "time": 1.11816}
{"mode": "train", "epoch": 2, "iter": 6500, "lr": 0.0001, "memory": 18874, "data_time": 0.053, "loss_rpn_cls": 0.02997, "loss_rpn_bbox": 0.05441, "loss_cls": 0.23586, "acc": 91.97412, "loss_bbox": 0.2855, "loss_mask": 0.27376, "loss": 0.87949, "time": 0.81229}
{"mode": "train", "epoch": 2, "iter": 6550, "lr": 0.0001, "memory": 18874, "data_time": 0.04576, "loss_rpn_cls": 0.02842, "loss_rpn_bbox": 0.05395, "loss_cls": 0.23965, "acc": 91.81445, "loss_bbox": 0.28358, "loss_mask": 0.27403, "loss": 0.87962, "time": 0.80872}
{"mode": "train", "epoch": 2, "iter": 6600, "lr": 0.0001, "memory": 18874, "data_time": 0.0444, "loss_rpn_cls": 0.02821, "loss_rpn_bbox": 0.05245, "loss_cls": 0.22254, "acc": 92.16284, "loss_bbox": 0.27428, "loss_mask": 0.27483, "loss": 0.85232, "time": 0.80069}
{"mode": "train", "epoch": 2, "iter": 6650, "lr": 0.0001, "memory": 18874, "data_time": 0.05, "loss_rpn_cls": 0.0297, "loss_rpn_bbox": 0.05382, "loss_cls": 0.22801, "acc": 91.92993, "loss_bbox": 0.27989, "loss_mask": 0.27514, "loss": 0.86656, "time": 0.80397}
{"mode": "train", "epoch": 2, "iter": 6700, "lr": 0.0001, "memory": 18874, "data_time": 0.05045, "loss_rpn_cls": 0.02986, "loss_rpn_bbox": 0.05489, "loss_cls": 0.23172, "acc": 92.02344, "loss_bbox": 0.27781, "loss_mask": 0.27659, "loss": 0.87086, "time": 0.80835}
{"mode": "train", "epoch": 2, "iter": 6750, "lr": 0.0001, "memory": 18874, "data_time": 0.0449, "loss_rpn_cls": 0.02775, "loss_rpn_bbox": 0.05029, "loss_cls": 0.21104, "acc": 92.68677, "loss_bbox": 0.26133, "loss_mask": 0.27116, "loss": 0.82158, "time": 0.79061}
{"mode": "train", "epoch": 2, "iter": 6800, "lr": 0.0001, "memory": 18874, "data_time": 0.04809, "loss_rpn_cls": 0.02957, "loss_rpn_bbox": 0.05271, "loss_cls": 0.22913, "acc": 92.06763, "loss_bbox": 0.27473, "loss_mask": 0.27419, "loss": 0.86034, "time": 0.80656}
{"mode": "train", "epoch": 2, "iter": 6850, "lr": 0.0001, "memory": 18874, "data_time": 0.06106, "loss_rpn_cls": 0.02845, "loss_rpn_bbox": 0.05572, "loss_cls": 0.23598, "acc": 91.77539, "loss_bbox": 0.28768, "loss_mask": 0.27562, "loss": 0.88345, "time": 0.87165}
{"mode": "train", "epoch": 2, "iter": 6900, "lr": 0.0001, "memory": 18874, "data_time": 0.05054, "loss_rpn_cls": 0.02818, "loss_rpn_bbox": 0.05553, "loss_cls": 0.23976, "acc": 91.62476, "loss_bbox": 0.29236, "loss_mask": 0.27503, "loss": 0.89086, "time": 0.80608}
{"mode": "train", "epoch": 2, "iter": 6950, "lr": 0.0001, "memory": 18874, "data_time": 0.04239, "loss_rpn_cls": 0.02883, "loss_rpn_bbox": 0.05631, "loss_cls": 0.23047, "acc": 91.9707, "loss_bbox": 0.28144, "loss_mask": 0.27469, "loss": 0.87175, "time": 0.79853}
{"mode": "train", "epoch": 2, "iter": 7000, "lr": 0.0001, "memory": 18874, "data_time": 0.0404, "loss_rpn_cls": 0.02764, "loss_rpn_bbox": 0.05262, "loss_cls": 0.22384, "acc": 92.13452, "loss_bbox": 0.27716, "loss_mask": 0.26536, "loss": 0.84662, "time": 0.79533}
{"mode": "train", "epoch": 2, "iter": 7050, "lr": 0.0001, "memory": 18874, "data_time": 0.05123, "loss_rpn_cls": 0.028, "loss_rpn_bbox": 0.05748, "loss_cls": 0.23416, "acc": 91.69165, "loss_bbox": 0.28968, "loss_mask": 0.27747, "loss": 0.88681, "time": 0.81855}
{"mode": "train", "epoch": 2, "iter": 7100, "lr": 0.0001, "memory": 18874, "data_time": 0.05077, "loss_rpn_cls": 0.028, "loss_rpn_bbox": 0.04981, "loss_cls": 0.22092, "acc": 92.30054, "loss_bbox": 0.27214, "loss_mask": 0.26333, "loss": 0.8342, "time": 0.79889}
{"mode": "train", "epoch": 2, "iter": 7150, "lr": 0.0001, "memory": 18874, "data_time": 0.05017, "loss_rpn_cls": 0.03101, "loss_rpn_bbox": 0.0541, "loss_cls": 0.23474, "acc": 91.76221, "loss_bbox": 0.28711, "loss_mask": 0.2729, "loss": 0.87987, "time": 0.8025}
{"mode": "train", "epoch": 2, "iter": 7200, "lr": 0.0001, "memory": 18874, "data_time": 0.04455, "loss_rpn_cls": 0.02737, "loss_rpn_bbox": 0.05212, "loss_cls": 0.22198, "acc": 92.34155, "loss_bbox": 0.26769, "loss_mask": 0.26874, "loss": 0.8379, "time": 0.80082}
{"mode": "train", "epoch": 2, "iter": 7250, "lr": 0.0001, "memory": 18874, "data_time": 0.04527, "loss_rpn_cls": 0.02895, "loss_rpn_bbox": 0.05169, "loss_cls": 0.22499, "acc": 92.21899, "loss_bbox": 0.27094, "loss_mask": 0.27541, "loss": 0.85198, "time": 0.80754}
{"mode": "train", "epoch": 2, "iter": 7300, "lr": 0.0001, "memory": 18874, "data_time": 0.0517, "loss_rpn_cls": 0.03131, "loss_rpn_bbox": 0.05476, "loss_cls": 0.23162, "acc": 91.99341, "loss_bbox": 0.28255, "loss_mask": 0.2697, "loss": 0.86994, "time": 0.79812}
{"mode": "val", "epoch": 2, "iter": 625, "lr": 0.0001, "bbox_mAP": 0.375, "bbox_mAP_50": 0.631, "bbox_mAP_75": 0.394, "bbox_mAP_s": 0.217, "bbox_mAP_m": 0.415, "bbox_mAP_l": 0.523, "bbox_mAP_copypaste": "0.375 0.631 0.394 0.217 0.415 0.523", "segm_mAP": 0.356, "segm_mAP_50": 0.595, "segm_mAP_75": 0.374, "segm_mAP_s": 0.15, "segm_mAP_m": 0.391, "segm_mAP_l": 0.572, "segm_mAP_copypaste": "0.356 0.595 0.374 0.150 0.391 0.572"}
{"mode": "train", "epoch": 3, "iter": 50, "lr": 0.0001, "memory": 18874, "data_time": 0.14092, "loss_rpn_cls": 0.02802, "loss_rpn_bbox": 0.0544, "loss_cls": 0.22461, "acc": 92.14185, "loss_bbox": 0.27521, "loss_mask": 0.27793, "loss": 0.86017, "time": 0.99924}
{"mode": "train", "epoch": 3, "iter": 100, "lr": 0.0001, "memory": 18874, "data_time": 0.06677, "loss_rpn_cls": 0.02926, "loss_rpn_bbox": 0.05438, "loss_cls": 0.23195, "acc": 91.87305, "loss_bbox": 0.28353, "loss_mask": 0.27795, "loss": 0.87707, "time": 0.91406}
{"mode": "train", "epoch": 3, "iter": 150, "lr": 0.0001, "memory": 18874, "data_time": 0.06191, "loss_rpn_cls": 0.02748, "loss_rpn_bbox": 0.05398, "loss_cls": 0.22357, "acc": 92.1062, "loss_bbox": 0.27559, "loss_mask": 0.27103, "loss": 0.85165, "time": 0.875}
{"mode": "train", "epoch": 3, "iter": 200, "lr": 0.0001, "memory": 18874, "data_time": 0.0588, "loss_rpn_cls": 0.02567, "loss_rpn_bbox": 0.05183, "loss_cls": 0.22383, "acc": 92.1416, "loss_bbox": 0.27603, "loss_mask": 0.26823, "loss": 0.84559, "time": 0.81288}
{"mode": "train", "epoch": 3, "iter": 250, "lr": 0.0001, "memory": 18874, "data_time": 0.05022, "loss_rpn_cls": 0.02657, "loss_rpn_bbox": 0.05367, "loss_cls": 0.22259, "acc": 92.07495, "loss_bbox": 0.27739, "loss_mask": 0.2707, "loss": 0.85093, "time": 0.81323}
{"mode": "train", "epoch": 3, "iter": 300, "lr": 0.0001, "memory": 18874, "data_time": 0.07335, "loss_rpn_cls": 0.02859, "loss_rpn_bbox": 0.05857, "loss_cls": 0.23266, "acc": 91.66553, "loss_bbox": 0.29037, "loss_mask": 0.27237, "loss": 0.88256, "time": 0.82233}
{"mode": "train", "epoch": 3, "iter": 350, "lr": 0.0001, "memory": 18874, "data_time": 0.06314, "loss_rpn_cls": 0.02513, "loss_rpn_bbox": 0.05252, "loss_cls": 0.22321, "acc": 92.03125, "loss_bbox": 0.27775, "loss_mask": 0.27382, "loss": 0.85244, "time": 0.80349}
{"mode": "train", "epoch": 3, "iter": 400, "lr": 0.0001, "memory": 18874, "data_time": 0.05193, "loss_rpn_cls": 0.02876, "loss_rpn_bbox": 0.05333, "loss_cls": 0.22844, "acc": 92.04712, "loss_bbox": 0.28078, "loss_mask": 0.26981, "loss": 0.86112, "time": 0.81081}
{"mode": "train", "epoch": 3, "iter": 450, "lr": 0.0001, "memory": 18874, "data_time": 0.05288, "loss_rpn_cls": 0.02524, "loss_rpn_bbox": 0.05307, "loss_cls": 0.22318, "acc": 92.06836, "loss_bbox": 0.27865, "loss_mask": 0.27093, "loss": 0.85106, "time": 0.82372}
{"mode": "train", "epoch": 3, "iter": 500, "lr": 0.0001, "memory": 18874, "data_time": 0.05136, "loss_rpn_cls": 0.02605, "loss_rpn_bbox": 0.05084, "loss_cls": 0.21714, "acc": 92.43604, "loss_bbox": 0.26903, "loss_mask": 0.26673, "loss": 0.82978, "time": 0.90473}
{"mode": "train", "epoch": 3, "iter": 550, "lr": 0.0001, "memory": 18874, "data_time": 0.05356, "loss_rpn_cls": 0.02848, "loss_rpn_bbox": 0.05542, "loss_cls": 0.2216, "acc": 92.07007, "loss_bbox": 0.27843, "loss_mask": 0.26709, "loss": 0.85102, "time": 0.80703}
{"mode": "train", "epoch": 3, "iter": 600, "lr": 0.0001, "memory": 18874, "data_time": 0.05469, "loss_rpn_cls": 0.02623, "loss_rpn_bbox": 0.05472, "loss_cls": 0.22661, "acc": 92.03345, "loss_bbox": 0.28037, "loss_mask": 0.2672, "loss": 0.85513, "time": 0.82943}
{"mode": "train", "epoch": 3, "iter": 650, "lr": 0.0001, "memory": 18874, "data_time": 0.0666, "loss_rpn_cls": 0.02785, "loss_rpn_bbox": 0.05627, "loss_cls": 0.2267, "acc": 92.00732, "loss_bbox": 0.27558, "loss_mask": 0.26662, "loss": 0.85303, "time": 0.82742}
{"mode": "train", "epoch": 3, "iter": 700, "lr": 0.0001, "memory": 18874, "data_time": 0.05033, "loss_rpn_cls": 0.02666, "loss_rpn_bbox": 0.05136, "loss_cls": 0.21954, "acc": 92.21631, "loss_bbox": 0.275, "loss_mask": 0.26831, "loss": 0.84088, "time": 0.8153}
{"mode": "train", "epoch": 3, "iter": 750, "lr": 0.0001, "memory": 18874, "data_time": 0.05539, "loss_rpn_cls": 0.02884, "loss_rpn_bbox": 0.05507, "loss_cls": 0.2192, "acc": 92.2146, "loss_bbox": 0.2729, "loss_mask": 0.26293, "loss": 0.83893, "time": 0.82236}
{"mode": "train", "epoch": 3, "iter": 800, "lr": 0.0001, "memory": 18874, "data_time": 0.0603, "loss_rpn_cls": 0.02672, "loss_rpn_bbox": 0.05074, "loss_cls": 0.21083, "acc": 92.49951, "loss_bbox": 0.26385, "loss_mask": 0.26436, "loss": 0.8165, "time": 0.81002}
{"mode": "train", "epoch": 3, "iter": 850, "lr": 0.0001, "memory": 18874, "data_time": 0.05582, "loss_rpn_cls": 0.02592, "loss_rpn_bbox": 0.04898, "loss_cls": 0.21606, "acc": 92.39551, "loss_bbox": 0.2716, "loss_mask": 0.26483, "loss": 0.8274, "time": 0.80184}
{"mode": "train", "epoch": 3, "iter": 900, "lr": 0.0001, "memory": 18874, "data_time": 0.04841, "loss_rpn_cls": 0.02629, "loss_rpn_bbox": 0.05365, "loss_cls": 0.21906, "acc": 92.2124, "loss_bbox": 0.27575, "loss_mask": 0.26248, "loss": 0.83723, "time": 0.81501}
{"mode": "train", "epoch": 3, "iter": 950, "lr": 0.0001, "memory": 18874, "data_time": 0.05731, "loss_rpn_cls": 0.02583, "loss_rpn_bbox": 0.05291, "loss_cls": 0.219, "acc": 92.34619, "loss_bbox": 0.26891, "loss_mask": 0.2699, "loss": 0.83655, "time": 0.81025}
{"mode": "train", "epoch": 3, "iter": 1000, "lr": 0.0001, "memory": 18874, "data_time": 0.06145, "loss_rpn_cls": 0.02533, "loss_rpn_bbox": 0.05356, "loss_cls": 0.21924, "acc": 92.27319, "loss_bbox": 0.26811, "loss_mask": 0.2654, "loss": 0.83165, "time": 0.81025}
{"mode": "train", "epoch": 3, "iter": 1050, "lr": 0.0001, "memory": 18874, "data_time": 0.07609, "loss_rpn_cls": 0.02676, "loss_rpn_bbox": 0.05126, "loss_cls": 0.22662, "acc": 91.92456, "loss_bbox": 0.27698, "loss_mask": 0.26459, "loss": 0.8462, "time": 0.81493}
{"mode": "train", "epoch": 3, "iter": 1100, "lr": 0.0001, "memory": 18874, "data_time": 0.06285, "loss_rpn_cls": 0.02605, "loss_rpn_bbox": 0.05394, "loss_cls": 0.21569, "acc": 92.47754, "loss_bbox": 0.26362, "loss_mask": 0.26347, "loss": 0.82277, "time": 0.92959}
{"mode": "train", "epoch": 3, "iter": 1150, "lr": 0.0001, "memory": 18874, "data_time": 0.05725, "loss_rpn_cls": 0.02626, "loss_rpn_bbox": 0.0509, "loss_cls": 0.22247, "acc": 92.08569, "loss_bbox": 0.27713, "loss_mask": 0.27129, "loss": 0.84805, "time": 0.90036}
{"mode": "train", "epoch": 3, "iter": 1200, "lr": 0.0001, "memory": 18874, "data_time": 0.06931, "loss_rpn_cls": 0.02506, "loss_rpn_bbox": 0.04884, "loss_cls": 0.21186, "acc": 92.59473, "loss_bbox": 0.26091, "loss_mask": 0.26248, "loss": 0.80915, "time": 0.90464}
{"mode": "train", "epoch": 3, "iter": 1250, "lr": 0.0001, "memory": 18874, "data_time": 0.06593, "loss_rpn_cls": 0.03037, "loss_rpn_bbox": 0.05936, "loss_cls": 0.23334, "acc": 91.79028, "loss_bbox": 0.29203, "loss_mask": 0.27864, "loss": 0.89375, "time": 0.8192}
{"mode": "train", "epoch": 3, "iter": 1300, "lr": 0.0001, "memory": 18874, "data_time": 0.05829, "loss_rpn_cls": 0.02682, "loss_rpn_bbox": 0.05302, "loss_cls": 0.2197, "acc": 92.08179, "loss_bbox": 0.28078, "loss_mask": 0.2677, "loss": 0.84803, "time": 0.81616}
{"mode": "train", "epoch": 3, "iter": 1350, "lr": 0.0001, "memory": 18874, "data_time": 0.05877, "loss_rpn_cls": 0.02435, "loss_rpn_bbox": 0.05312, "loss_cls": 0.21829, "acc": 92.22876, "loss_bbox": 0.27108, "loss_mask": 0.26566, "loss": 0.83249, "time": 0.81613}
{"mode": "train", "epoch": 3, "iter": 1400, "lr": 0.0001, "memory": 18874, "data_time": 0.05993, "loss_rpn_cls": 0.02499, "loss_rpn_bbox": 0.04992, "loss_cls": 0.22241, "acc": 92.05249, "loss_bbox": 0.27644, "loss_mask": 0.26855, "loss": 0.84231, "time": 0.82172}
{"mode": "train", "epoch": 3, "iter": 1450, "lr": 0.0001, "memory": 18874, "data_time": 0.05919, "loss_rpn_cls": 0.02771, "loss_rpn_bbox": 0.05222, "loss_cls": 0.22366, "acc": 91.99902, "loss_bbox": 0.28177, "loss_mask": 0.26862, "loss": 0.85398, "time": 0.81979}
{"mode": "train", "epoch": 3, "iter": 1500, "lr": 0.0001, "memory": 18874, "data_time": 0.05841, "loss_rpn_cls": 0.02968, "loss_rpn_bbox": 0.05411, "loss_cls": 0.21882, "acc": 92.17163, "loss_bbox": 0.27414, "loss_mask": 0.26023, "loss": 0.83698, "time": 0.81852}
{"mode": "train", "epoch": 3, "iter": 1550, "lr": 0.0001, "memory": 18874, "data_time": 0.04976, "loss_rpn_cls": 0.02398, "loss_rpn_bbox": 0.05519, "loss_cls": 0.22021, "acc": 92.13159, "loss_bbox": 0.27577, "loss_mask": 0.26317, "loss": 0.83834, "time": 0.91567}
{"mode": "train", "epoch": 3, "iter": 1600, "lr": 0.0001, "memory": 18874, "data_time": 0.08433, "loss_rpn_cls": 0.02731, "loss_rpn_bbox": 0.0554, "loss_cls": 0.22528, "acc": 91.9209, "loss_bbox": 0.27717, "loss_mask": 0.26557, "loss": 0.85073, "time": 0.82098}
{"mode": "train", "epoch": 3, "iter": 1650, "lr": 0.0001, "memory": 18874, "data_time": 0.0648, "loss_rpn_cls": 0.0267, "loss_rpn_bbox": 0.05031, "loss_cls": 0.22391, "acc": 92.18018, "loss_bbox": 0.27114, "loss_mask": 0.26981, "loss": 0.84187, "time": 0.81516}
{"mode": "train", "epoch": 3, "iter": 1700, "lr": 0.0001, "memory": 18874, "data_time": 0.06685, "loss_rpn_cls": 0.02794, "loss_rpn_bbox": 0.0566, "loss_cls": 0.22414, "acc": 92.06787, "loss_bbox": 0.2738, "loss_mask": 0.26711, "loss": 0.84958, "time": 0.83505}
{"mode": "train", "epoch": 3, "iter": 1750, "lr": 0.0001, "memory": 18874, "data_time": 0.04739, "loss_rpn_cls": 0.02775, "loss_rpn_bbox": 0.05339, "loss_cls": 0.22957, "acc": 91.96606, "loss_bbox": 0.28194, "loss_mask": 0.27296, "loss": 0.86562, "time": 0.81219}
{"mode": "train", "epoch": 3, "iter": 1800, "lr": 0.0001, "memory": 18874, "data_time": 0.05687, "loss_rpn_cls": 0.0236, "loss_rpn_bbox": 0.0484, "loss_cls": 0.21065, "acc": 92.6333, "loss_bbox": 0.25658, "loss_mask": 0.25672, "loss": 0.79594, "time": 0.80595}
{"mode": "train", "epoch": 3, "iter": 1850, "lr": 0.0001, "memory": 18874, "data_time": 0.0489, "loss_rpn_cls": 0.02641, "loss_rpn_bbox": 0.05368, "loss_cls": 0.22434, "acc": 92.15015, "loss_bbox": 0.26863, "loss_mask": 0.26695, "loss": 0.84001, "time": 0.81818}
{"mode": "train", "epoch": 3, "iter": 1900, "lr": 0.0001, "memory": 18874, "data_time": 0.05519, "loss_rpn_cls": 0.02446, "loss_rpn_bbox": 0.04896, "loss_cls": 0.20336, "acc": 92.85669, "loss_bbox": 0.25267, "loss_mask": 0.25519, "loss": 0.78464, "time": 0.80507}
{"mode": "train", "epoch": 3, "iter": 1950, "lr": 0.0001, "memory": 18874, "data_time": 0.06728, "loss_rpn_cls": 0.02816, "loss_rpn_bbox": 0.05472, "loss_cls": 0.22257, "acc": 92.08618, "loss_bbox": 0.27698, "loss_mask": 0.26516, "loss": 0.8476, "time": 0.82045}
{"mode": "train", "epoch": 3, "iter": 2000, "lr": 0.0001, "memory": 18874, "data_time": 0.05693, "loss_rpn_cls": 0.02466, "loss_rpn_bbox": 0.05087, "loss_cls": 0.21315, "acc": 92.5625, "loss_bbox": 0.2633, "loss_mask": 0.26235, "loss": 0.81432, "time": 0.8108}
{"mode": "train", "epoch": 3, "iter": 2050, "lr": 0.0001, "memory": 18874, "data_time": 0.05279, "loss_rpn_cls": 0.02569, "loss_rpn_bbox": 0.05048, "loss_cls": 0.21615, "acc": 92.26001, "loss_bbox": 0.27132, "loss_mask": 0.26406, "loss": 0.82771, "time": 0.81588}
{"mode": "train", "epoch": 3, "iter": 2100, "lr": 0.0001, "memory": 18874, "data_time": 0.04278, "loss_rpn_cls": 0.02479, "loss_rpn_bbox": 0.05148, "loss_cls": 0.22059, "acc": 92.19312, "loss_bbox": 0.2748, "loss_mask": 0.26258, "loss": 0.83423, "time": 0.80984}
{"mode": "train", "epoch": 3, "iter": 2150, "lr": 0.0001, "memory": 18874, "data_time": 0.05731, "loss_rpn_cls": 0.02674, "loss_rpn_bbox": 0.05191, "loss_cls": 0.22411, "acc": 91.9751, "loss_bbox": 0.27862, "loss_mask": 0.26288, "loss": 0.84426, "time": 0.93781}
{"mode": "train", "epoch": 3, "iter": 2200, "lr": 0.0001, "memory": 18874, "data_time": 0.058, "loss_rpn_cls": 0.02896, "loss_rpn_bbox": 0.05438, "loss_cls": 0.22607, "acc": 92.06226, "loss_bbox": 0.2786, "loss_mask": 0.27071, "loss": 0.85872, "time": 0.87313}
{"mode": "train", "epoch": 3, "iter": 2250, "lr": 0.0001, "memory": 18874, "data_time": 0.05833, "loss_rpn_cls": 0.02635, "loss_rpn_bbox": 0.05276, "loss_cls": 0.22254, "acc": 92.19995, "loss_bbox": 0.27494, "loss_mask": 0.26312, "loss": 0.8397, "time": 0.90143}
{"mode": "train", "epoch": 3, "iter": 2300, "lr": 0.0001, "memory": 18874, "data_time": 0.06898, "loss_rpn_cls": 0.02634, "loss_rpn_bbox": 0.0522, "loss_cls": 0.22517, "acc": 92.20679, "loss_bbox": 0.27317, "loss_mask": 0.26556, "loss": 0.84243, "time": 0.86412}
{"mode": "train", "epoch": 3, "iter": 2350, "lr": 0.0001, "memory": 18874, "data_time": 0.05041, "loss_rpn_cls": 0.02384, "loss_rpn_bbox": 0.05066, "loss_cls": 0.20979, "acc": 92.61353, "loss_bbox": 0.25994, "loss_mask": 0.26059, "loss": 0.80483, "time": 0.80114}
{"mode": "train", "epoch": 3, "iter": 2400, "lr": 0.0001, "memory": 18874, "data_time": 0.06782, "loss_rpn_cls": 0.02554, "loss_rpn_bbox": 0.05284, "loss_cls": 0.22008, "acc": 92.18384, "loss_bbox": 0.27529, "loss_mask": 0.26406, "loss": 0.83782, "time": 0.81814}
{"mode": "train", "epoch": 3, "iter": 2450, "lr": 0.0001, "memory": 18874, "data_time": 0.04335, "loss_rpn_cls": 0.02816, "loss_rpn_bbox": 0.05145, "loss_cls": 0.2107, "acc": 92.37036, "loss_bbox": 0.26322, "loss_mask": 0.26086, "loss": 0.8144, "time": 0.80226}
{"mode": "train", "epoch": 3, "iter": 2500, "lr": 0.0001, "memory": 18874, "data_time": 0.07132, "loss_rpn_cls": 0.02422, "loss_rpn_bbox": 0.0511, "loss_cls": 0.22182, "acc": 92.18701, "loss_bbox": 0.27577, "loss_mask": 0.26662, "loss": 0.83953, "time": 0.8152}
{"mode": "train", "epoch": 3, "iter": 2550, "lr": 0.0001, "memory": 18874, "data_time": 0.05159, "loss_rpn_cls": 0.02692, "loss_rpn_bbox": 0.05611, "loss_cls": 0.21917, "acc": 92.18848, "loss_bbox": 0.26773, "loss_mask": 0.25986, "loss": 0.82979, "time": 0.82611}
{"mode": "train", "epoch": 3, "iter": 2600, "lr": 0.0001, "memory": 18874, "data_time": 0.05154, "loss_rpn_cls": 0.02527, "loss_rpn_bbox": 0.05104, "loss_cls": 0.2185, "acc": 92.23193, "loss_bbox": 0.27729, "loss_mask": 0.26518, "loss": 0.83729, "time": 0.85212}
{"mode": "train", "epoch": 3, "iter": 2650, "lr": 0.0001, "memory": 18874, "data_time": 0.0594, "loss_rpn_cls": 0.02588, "loss_rpn_bbox": 0.04985, "loss_cls": 0.21472, "acc": 92.36792, "loss_bbox": 0.26795, "loss_mask": 0.26311, "loss": 0.8215, "time": 0.85792}
{"mode": "train", "epoch": 3, "iter": 2700, "lr": 0.0001, "memory": 18874, "data_time": 0.05576, "loss_rpn_cls": 0.02597, "loss_rpn_bbox": 0.05211, "loss_cls": 0.22608, "acc": 92.00757, "loss_bbox": 0.27448, "loss_mask": 0.26337, "loss": 0.84202, "time": 0.81973}
{"mode": "train", "epoch": 3, "iter": 2750, "lr": 0.0001, "memory": 18874, "data_time": 0.06524, "loss_rpn_cls": 0.0259, "loss_rpn_bbox": 0.05202, "loss_cls": 0.22316, "acc": 92.11401, "loss_bbox": 0.2751, "loss_mask": 0.26609, "loss": 0.84227, "time": 0.82395}
{"mode": "train", "epoch": 3, "iter": 2800, "lr": 0.0001, "memory": 18874, "data_time": 0.06567, "loss_rpn_cls": 0.02504, "loss_rpn_bbox": 0.0502, "loss_cls": 0.21909, "acc": 92.29639, "loss_bbox": 0.26551, "loss_mask": 0.2588, "loss": 0.81865, "time": 0.81342}
{"mode": "train", "epoch": 3, "iter": 2850, "lr": 0.0001, "memory": 18874, "data_time": 0.05713, "loss_rpn_cls": 0.02596, "loss_rpn_bbox": 0.05231, "loss_cls": 0.21932, "acc": 92.23755, "loss_bbox": 0.26822, "loss_mask": 0.2589, "loss": 0.82471, "time": 0.81255}
{"mode": "train", "epoch": 3, "iter": 2900, "lr": 0.0001, "memory": 18874, "data_time": 0.05147, "loss_rpn_cls": 0.02744, "loss_rpn_bbox": 0.05106, "loss_cls": 0.22559, "acc": 92.23633, "loss_bbox": 0.27044, "loss_mask": 0.26124, "loss": 0.83577, "time": 0.80792}
{"mode": "train", "epoch": 3, "iter": 2950, "lr": 0.0001, "memory": 18874, "data_time": 0.04141, "loss_rpn_cls": 0.02734, "loss_rpn_bbox": 0.05467, "loss_cls": 0.22165, "acc": 92.18384, "loss_bbox": 0.27214, "loss_mask": 0.25707, "loss": 0.83286, "time": 0.8131}
{"mode": "train", "epoch": 3, "iter": 3000, "lr": 0.0001, "memory": 18874, "data_time": 0.04477, "loss_rpn_cls": 0.02399, "loss_rpn_bbox": 0.05007, "loss_cls": 0.21351, "acc": 92.46484, "loss_bbox": 0.26628, "loss_mask": 0.26118, "loss": 0.81503, "time": 0.80344}
{"mode": "train", "epoch": 3, "iter": 3050, "lr": 0.0001, "memory": 18874, "data_time": 0.04397, "loss_rpn_cls": 0.02474, "loss_rpn_bbox": 0.04972, "loss_cls": 0.21229, "acc": 92.58398, "loss_bbox": 0.25295, "loss_mask": 0.25841, "loss": 0.79811, "time": 0.80354}
{"mode": "train", "epoch": 3, "iter": 3100, "lr": 0.0001, "memory": 18874, "data_time": 0.05356, "loss_rpn_cls": 0.02759, "loss_rpn_bbox": 0.05421, "loss_cls": 0.22408, "acc": 92.09351, "loss_bbox": 0.27699, "loss_mask": 0.26294, "loss": 0.84582, "time": 0.81361}
{"mode": "train", "epoch": 3, "iter": 3150, "lr": 0.0001, "memory": 18874, "data_time": 0.04465, "loss_rpn_cls": 0.02379, "loss_rpn_bbox": 0.05131, "loss_cls": 0.21064, "acc": 92.49927, "loss_bbox": 0.25865, "loss_mask": 0.26658, "loss": 0.81097, "time": 0.80996}
{"mode": "train", "epoch": 3, "iter": 3200, "lr": 0.0001, "memory": 18874, "data_time": 0.06766, "loss_rpn_cls": 0.02589, "loss_rpn_bbox": 0.05177, "loss_cls": 0.21433, "acc": 92.50513, "loss_bbox": 0.26615, "loss_mask": 0.2613, "loss": 0.81944, "time": 0.81206}
{"mode": "train", "epoch": 3, "iter": 3250, "lr": 0.0001, "memory": 18874, "data_time": 0.05283, "loss_rpn_cls": 0.02613, "loss_rpn_bbox": 0.05454, "loss_cls": 0.22673, "acc": 92.06982, "loss_bbox": 0.27874, "loss_mask": 0.26855, "loss": 0.85469, "time": 0.90964}
{"mode": "train", "epoch": 3, "iter": 3300, "lr": 0.0001, "memory": 18874, "data_time": 0.06084, "loss_rpn_cls": 0.02543, "loss_rpn_bbox": 0.05112, "loss_cls": 0.21423, "acc": 92.53491, "loss_bbox": 0.26097, "loss_mask": 0.25956, "loss": 0.81129, "time": 0.95176}
{"mode": "train", "epoch": 3, "iter": 3350, "lr": 0.0001, "memory": 18874, "data_time": 0.06062, "loss_rpn_cls": 0.02398, "loss_rpn_bbox": 0.05015, "loss_cls": 0.21063, "acc": 92.52783, "loss_bbox": 0.25983, "loss_mask": 0.26195, "loss": 0.80653, "time": 0.8812}
{"mode": "train", "epoch": 3, "iter": 3400, "lr": 0.0001, "memory": 18874, "data_time": 0.05338, "loss_rpn_cls": 0.02834, "loss_rpn_bbox": 0.05356, "loss_cls": 0.2255, "acc": 91.98657, "loss_bbox": 0.28166, "loss_mask": 0.26692, "loss": 0.85598, "time": 0.83203}
{"mode": "train", "epoch": 3, "iter": 3450, "lr": 0.0001, "memory": 18874, "data_time": 0.05987, "loss_rpn_cls": 0.02583, "loss_rpn_bbox": 0.05284, "loss_cls": 0.22881, "acc": 91.93774, "loss_bbox": 0.27414, "loss_mask": 0.26753, "loss": 0.84915, "time": 0.81972}
{"mode": "train", "epoch": 3, "iter": 3500, "lr": 0.0001, "memory": 18874, "data_time": 0.05583, "loss_rpn_cls": 0.02551, "loss_rpn_bbox": 0.0522, "loss_cls": 0.21527, "acc": 92.44214, "loss_bbox": 0.26451, "loss_mask": 0.26252, "loss": 0.82001, "time": 0.80207}
{"mode": "train", "epoch": 3, "iter": 3550, "lr": 0.0001, "memory": 18874, "data_time": 0.05386, "loss_rpn_cls": 0.02445, "loss_rpn_bbox": 0.04888, "loss_cls": 0.21848, "acc": 92.30249, "loss_bbox": 0.26958, "loss_mask": 0.25651, "loss": 0.8179, "time": 0.81097}
{"mode": "train", "epoch": 3, "iter": 3600, "lr": 0.0001, "memory": 18874, "data_time": 0.06645, "loss_rpn_cls": 0.02569, "loss_rpn_bbox": 0.04828, "loss_cls": 0.21591, "acc": 92.39087, "loss_bbox": 0.26335, "loss_mask": 0.26132, "loss": 0.81454, "time": 0.81058}
{"mode": "train", "epoch": 3, "iter": 3650, "lr": 0.0001, "memory": 18874, "data_time": 0.05157, "loss_rpn_cls": 0.0261, "loss_rpn_bbox": 0.05246, "loss_cls": 0.22123, "acc": 92.11353, "loss_bbox": 0.27838, "loss_mask": 0.26609, "loss": 0.84426, "time": 0.85409}
{"mode": "train", "epoch": 3, "iter": 3700, "lr": 0.0001, "memory": 18874, "data_time": 0.05386, "loss_rpn_cls": 0.02561, "loss_rpn_bbox": 0.05001, "loss_cls": 0.21656, "acc": 92.35815, "loss_bbox": 0.25828, "loss_mask": 0.26247, "loss": 0.81294, "time": 0.86329}
{"mode": "train", "epoch": 3, "iter": 3750, "lr": 0.0001, "memory": 18874, "data_time": 0.0668, "loss_rpn_cls": 0.0257, "loss_rpn_bbox": 0.05057, "loss_cls": 0.21893, "acc": 92.39526, "loss_bbox": 0.2658, "loss_mask": 0.26898, "loss": 0.82998, "time": 0.81903}
{"mode": "train", "epoch": 3, "iter": 3800, "lr": 0.0001, "memory": 18874, "data_time": 0.05816, "loss_rpn_cls": 0.0252, "loss_rpn_bbox": 0.05326, "loss_cls": 0.22203, "acc": 92.14111, "loss_bbox": 0.2753, "loss_mask": 0.26632, "loss": 0.84211, "time": 0.81452}
{"mode": "train", "epoch": 3, "iter": 3850, "lr": 0.0001, "memory": 18874, "data_time": 0.0548, "loss_rpn_cls": 0.02688, "loss_rpn_bbox": 0.05128, "loss_cls": 0.21695, "acc": 92.24512, "loss_bbox": 0.26798, "loss_mask": 0.2607, "loss": 0.8238, "time": 0.80504}
{"mode": "train", "epoch": 3, "iter": 3900, "lr": 0.0001, "memory": 18874, "data_time": 0.05051, "loss_rpn_cls": 0.02516, "loss_rpn_bbox": 0.05184, "loss_cls": 0.20689, "acc": 92.65552, "loss_bbox": 0.25924, "loss_mask": 0.25765, "loss": 0.80077, "time": 0.81791}
{"mode": "train", "epoch": 3, "iter": 3950, "lr": 0.0001, "memory": 18874, "data_time": 0.04723, "loss_rpn_cls": 0.02642, "loss_rpn_bbox": 0.05105, "loss_cls": 0.21667, "acc": 92.34082, "loss_bbox": 0.26882, "loss_mask": 0.26281, "loss": 0.82577, "time": 0.79846}
{"mode": "train", "epoch": 3, "iter": 4000, "lr": 0.0001, "memory": 18874, "data_time": 0.05721, "loss_rpn_cls": 0.02646, "loss_rpn_bbox": 0.0515, "loss_cls": 0.22022, "acc": 92.22095, "loss_bbox": 0.26427, "loss_mask": 0.26407, "loss": 0.82652, "time": 0.80846}
{"mode": "train", "epoch": 3, "iter": 4050, "lr": 0.0001, "memory": 18874, "data_time": 0.0546, "loss_rpn_cls": 0.02569, "loss_rpn_bbox": 0.05321, "loss_cls": 0.217, "acc": 92.44409, "loss_bbox": 0.25597, "loss_mask": 0.25506, "loss": 0.80694, "time": 0.81162}
{"mode": "train", "epoch": 3, "iter": 4100, "lr": 0.0001, "memory": 18874, "data_time": 0.06437, "loss_rpn_cls": 0.02641, "loss_rpn_bbox": 0.05365, "loss_cls": 0.22752, "acc": 91.93677, "loss_bbox": 0.27937, "loss_mask": 0.27011, "loss": 0.85706, "time": 0.81794}
{"mode": "train", "epoch": 3, "iter": 4150, "lr": 0.0001, "memory": 18874, "data_time": 0.04353, "loss_rpn_cls": 0.02398, "loss_rpn_bbox": 0.04883, "loss_cls": 0.21004, "acc": 92.52246, "loss_bbox": 0.26339, "loss_mask": 0.25635, "loss": 0.8026, "time": 0.8068}
{"mode": "train", "epoch": 3, "iter": 4200, "lr": 0.0001, "memory": 18874, "data_time": 0.06533, "loss_rpn_cls": 0.02701, "loss_rpn_bbox": 0.05388, "loss_cls": 0.22314, "acc": 92.20386, "loss_bbox": 0.27304, "loss_mask": 0.26783, "loss": 0.84491, "time": 0.82032}
{"mode": "train", "epoch": 3, "iter": 4250, "lr": 0.0001, "memory": 18874, "data_time": 0.05393, "loss_rpn_cls": 0.02318, "loss_rpn_bbox": 0.05026, "loss_cls": 0.20952, "acc": 92.69971, "loss_bbox": 0.25392, "loss_mask": 0.26631, "loss": 0.80319, "time": 0.80642}
{"mode": "train", "epoch": 3, "iter": 4300, "lr": 0.0001, "memory": 18874, "data_time": 0.06427, "loss_rpn_cls": 0.02593, "loss_rpn_bbox": 0.05183, "loss_cls": 0.21873, "acc": 92.20679, "loss_bbox": 0.2691, "loss_mask": 0.2594, "loss": 0.82499, "time": 0.93594}
{"mode": "train", "epoch": 3, "iter": 4350, "lr": 0.0001, "memory": 18874, "data_time": 0.04762, "loss_rpn_cls": 0.02368, "loss_rpn_bbox": 0.04895, "loss_cls": 0.21473, "acc": 92.26221, "loss_bbox": 0.26798, "loss_mask": 0.2655, "loss": 0.82084, "time": 0.92609}
{"mode": "train", "epoch": 3, "iter": 4400, "lr": 0.0001, "memory": 18874, "data_time": 0.04976, "loss_rpn_cls": 0.02397, "loss_rpn_bbox": 0.04722, "loss_cls": 0.21093, "acc": 92.66553, "loss_bbox": 0.25363, "loss_mask": 0.25161, "loss": 0.78736, "time": 0.89455}
{"mode": "train", "epoch": 3, "iter": 4450, "lr": 0.0001, "memory": 18874, "data_time": 0.05033, "loss_rpn_cls": 0.02473, "loss_rpn_bbox": 0.05101, "loss_cls": 0.2145, "acc": 92.37451, "loss_bbox": 0.26952, "loss_mask": 0.26655, "loss": 0.82632, "time": 0.79733}
{"mode": "train", "epoch": 3, "iter": 4500, "lr": 0.0001, "memory": 18874, "data_time": 0.0666, "loss_rpn_cls": 0.02606, "loss_rpn_bbox": 0.05145, "loss_cls": 0.23162, "acc": 91.75952, "loss_bbox": 0.28099, "loss_mask": 0.26754, "loss": 0.85766, "time": 0.81621}
{"mode": "train", "epoch": 3, "iter": 4550, "lr": 0.0001, "memory": 18874, "data_time": 0.04952, "loss_rpn_cls": 0.02263, "loss_rpn_bbox": 0.04853, "loss_cls": 0.20934, "acc": 92.70825, "loss_bbox": 0.25348, "loss_mask": 0.26189, "loss": 0.79587, "time": 0.79927}
{"mode": "train", "epoch": 3, "iter": 4600, "lr": 0.0001, "memory": 18874, "data_time": 0.07495, "loss_rpn_cls": 0.02568, "loss_rpn_bbox": 0.05225, "loss_cls": 0.22878, "acc": 92.08008, "loss_bbox": 0.2725, "loss_mask": 0.26391, "loss": 0.84311, "time": 0.83085}
{"mode": "train", "epoch": 3, "iter": 4650, "lr": 0.0001, "memory": 18874, "data_time": 0.05926, "loss_rpn_cls": 0.02748, "loss_rpn_bbox": 0.05434, "loss_cls": 0.21844, "acc": 92.32373, "loss_bbox": 0.27119, "loss_mask": 0.26443, "loss": 0.83586, "time": 0.82808}
{"mode": "train", "epoch": 3, "iter": 4700, "lr": 0.0001, "memory": 18874, "data_time": 0.05361, "loss_rpn_cls": 0.02851, "loss_rpn_bbox": 0.05511, "loss_cls": 0.23183, "acc": 91.8103, "loss_bbox": 0.28956, "loss_mask": 0.27062, "loss": 0.87563, "time": 0.88827}
{"mode": "train", "epoch": 3, "iter": 4750, "lr": 0.0001, "memory": 18874, "data_time": 0.06118, "loss_rpn_cls": 0.02701, "loss_rpn_bbox": 0.05392, "loss_cls": 0.21928, "acc": 92.07642, "loss_bbox": 0.27376, "loss_mask": 0.26656, "loss": 0.84052, "time": 0.87928}
{"mode": "train", "epoch": 3, "iter": 4800, "lr": 0.0001, "memory": 18874, "data_time": 0.06657, "loss_rpn_cls": 0.02424, "loss_rpn_bbox": 0.05207, "loss_cls": 0.21876, "acc": 92.32056, "loss_bbox": 0.2711, "loss_mask": 0.26126, "loss": 0.82743, "time": 0.81505}
{"mode": "train", "epoch": 3, "iter": 4850, "lr": 0.0001, "memory": 18874, "data_time": 0.04342, "loss_rpn_cls": 0.02549, "loss_rpn_bbox": 0.05085, "loss_cls": 0.22302, "acc": 92.09131, "loss_bbox": 0.27161, "loss_mask": 0.26574, "loss": 0.83671, "time": 0.82079}
{"mode": "train", "epoch": 3, "iter": 4900, "lr": 0.0001, "memory": 18874, "data_time": 0.06153, "loss_rpn_cls": 0.02324, "loss_rpn_bbox": 0.04726, "loss_cls": 0.20682, "acc": 92.62622, "loss_bbox": 0.26115, "loss_mask": 0.25912, "loss": 0.79759, "time": 0.81961}
{"mode": "train", "epoch": 3, "iter": 4950, "lr": 0.0001, "memory": 18874, "data_time": 0.05559, "loss_rpn_cls": 0.02446, "loss_rpn_bbox": 0.05111, "loss_cls": 0.21456, "acc": 92.34692, "loss_bbox": 0.27029, "loss_mask": 0.25709, "loss": 0.81752, "time": 0.80557}
{"mode": "train", "epoch": 3, "iter": 5000, "lr": 0.0001, "memory": 18874, "data_time": 0.0584, "loss_rpn_cls": 0.02545, "loss_rpn_bbox": 0.05131, "loss_cls": 0.22124, "acc": 92.23047, "loss_bbox": 0.27207, "loss_mask": 0.26601, "loss": 0.83608, "time": 0.80166}
{"mode": "train", "epoch": 3, "iter": 5050, "lr": 0.0001, "memory": 18874, "data_time": 0.05985, "loss_rpn_cls": 0.0266, "loss_rpn_bbox": 0.05116, "loss_cls": 0.21769, "acc": 92.41943, "loss_bbox": 0.26506, "loss_mask": 0.25798, "loss": 0.8185, "time": 0.80913}
{"mode": "train", "epoch": 3, "iter": 5100, "lr": 0.0001, "memory": 18874, "data_time": 0.04973, "loss_rpn_cls": 0.02596, "loss_rpn_bbox": 0.05271, "loss_cls": 0.2206, "acc": 92.27246, "loss_bbox": 0.27224, "loss_mask": 0.26567, "loss": 0.8372, "time": 0.81053}
{"mode": "train", "epoch": 3, "iter": 5150, "lr": 0.0001, "memory": 18874, "data_time": 0.06845, "loss_rpn_cls": 0.02694, "loss_rpn_bbox": 0.05386, "loss_cls": 0.22479, "acc": 92.11841, "loss_bbox": 0.27467, "loss_mask": 0.26424, "loss": 0.84451, "time": 0.82081}
{"mode": "train", "epoch": 3, "iter": 5200, "lr": 0.0001, "memory": 18874, "data_time": 0.06654, "loss_rpn_cls": 0.02645, "loss_rpn_bbox": 0.05199, "loss_cls": 0.21052, "acc": 92.49829, "loss_bbox": 0.26532, "loss_mask": 0.26453, "loss": 0.81882, "time": 0.82679}
{"mode": "train", "epoch": 3, "iter": 5250, "lr": 0.0001, "memory": 18874, "data_time": 0.04917, "loss_rpn_cls": 0.02688, "loss_rpn_bbox": 0.0519, "loss_cls": 0.21372, "acc": 92.42847, "loss_bbox": 0.27081, "loss_mask": 0.26698, "loss": 0.83028, "time": 0.80957}
{"mode": "train", "epoch": 3, "iter": 5300, "lr": 0.0001, "memory": 18874, "data_time": 0.06196, "loss_rpn_cls": 0.02444, "loss_rpn_bbox": 0.05318, "loss_cls": 0.21799, "acc": 92.2583, "loss_bbox": 0.26769, "loss_mask": 0.26501, "loss": 0.8283, "time": 0.82312}
{"mode": "train", "epoch": 3, "iter": 5350, "lr": 0.0001, "memory": 18874, "data_time": 0.05211, "loss_rpn_cls": 0.02555, "loss_rpn_bbox": 0.05019, "loss_cls": 0.21164, "acc": 92.5752, "loss_bbox": 0.26058, "loss_mask": 0.25869, "loss": 0.80664, "time": 0.90905}
{"mode": "train", "epoch": 3, "iter": 5400, "lr": 0.0001, "memory": 18874, "data_time": 0.0486, "loss_rpn_cls": 0.02575, "loss_rpn_bbox": 0.05129, "loss_cls": 0.21596, "acc": 92.50122, "loss_bbox": 0.26066, "loss_mask": 0.25877, "loss": 0.81242, "time": 0.89789}
{"mode": "train", "epoch": 3, "iter": 5450, "lr": 0.0001, "memory": 18874, "data_time": 0.05733, "loss_rpn_cls": 0.02435, "loss_rpn_bbox": 0.05152, "loss_cls": 0.20932, "acc": 92.52393, "loss_bbox": 0.25854, "loss_mask": 0.25639, "loss": 0.80011, "time": 0.91416}
{"mode": "train", "epoch": 3, "iter": 5500, "lr": 0.0001, "memory": 18874, "data_time": 0.07051, "loss_rpn_cls": 0.0229, "loss_rpn_bbox": 0.04891, "loss_cls": 0.22228, "acc": 92.18188, "loss_bbox": 0.27512, "loss_mask": 0.25927, "loss": 0.82848, "time": 0.8147}
{"mode": "train", "epoch": 3, "iter": 5550, "lr": 0.0001, "memory": 18874, "data_time": 0.05143, "loss_rpn_cls": 0.02544, "loss_rpn_bbox": 0.04858, "loss_cls": 0.21367, "acc": 92.47998, "loss_bbox": 0.25881, "loss_mask": 0.26232, "loss": 0.80883, "time": 0.79902}
{"mode": "train", "epoch": 3, "iter": 5600, "lr": 0.0001, "memory": 18874, "data_time": 0.0523, "loss_rpn_cls": 0.02806, "loss_rpn_bbox": 0.05412, "loss_cls": 0.22262, "acc": 92.14746, "loss_bbox": 0.27381, "loss_mask": 0.26708, "loss": 0.84568, "time": 0.81558}
{"mode": "train", "epoch": 3, "iter": 5650, "lr": 0.0001, "memory": 18874, "data_time": 0.06394, "loss_rpn_cls": 0.02621, "loss_rpn_bbox": 0.0503, "loss_cls": 0.2213, "acc": 92.16479, "loss_bbox": 0.27533, "loss_mask": 0.26754, "loss": 0.84068, "time": 0.8131}
{"mode": "train", "epoch": 3, "iter": 5700, "lr": 0.0001, "memory": 18874, "data_time": 0.05615, "loss_rpn_cls": 0.02687, "loss_rpn_bbox": 0.05336, "loss_cls": 0.2219, "acc": 92.12744, "loss_bbox": 0.27581, "loss_mask": 0.26515, "loss": 0.84309, "time": 0.81328}
{"mode": "train", "epoch": 3, "iter": 5750, "lr": 0.0001, "memory": 18874, "data_time": 0.06005, "loss_rpn_cls": 0.0247, "loss_rpn_bbox": 0.04964, "loss_cls": 0.21881, "acc": 92.30908, "loss_bbox": 0.26813, "loss_mask": 0.26442, "loss": 0.82569, "time": 0.8146}
{"mode": "train", "epoch": 3, "iter": 5800, "lr": 0.0001, "memory": 18874, "data_time": 0.06818, "loss_rpn_cls": 0.026, "loss_rpn_bbox": 0.05377, "loss_cls": 0.21365, "acc": 92.31421, "loss_bbox": 0.27004, "loss_mask": 0.26206, "loss": 0.82552, "time": 0.92055}
{"mode": "train", "epoch": 3, "iter": 5850, "lr": 0.0001, "memory": 18874, "data_time": 0.05155, "loss_rpn_cls": 0.02448, "loss_rpn_bbox": 0.04944, "loss_cls": 0.21259, "acc": 92.58228, "loss_bbox": 0.26069, "loss_mask": 0.25938, "loss": 0.80659, "time": 0.80428}
{"mode": "train", "epoch": 3, "iter": 5900, "lr": 0.0001, "memory": 18874, "data_time": 0.0521, "loss_rpn_cls": 0.02348, "loss_rpn_bbox": 0.05064, "loss_cls": 0.21752, "acc": 92.39502, "loss_bbox": 0.26366, "loss_mask": 0.26285, "loss": 0.81816, "time": 0.81328}
{"mode": "train", "epoch": 3, "iter": 5950, "lr": 0.0001, "memory": 18874, "data_time": 0.05333, "loss_rpn_cls": 0.02594, "loss_rpn_bbox": 0.05193, "loss_cls": 0.20993, "acc": 92.5791, "loss_bbox": 0.26065, "loss_mask": 0.25421, "loss": 0.80266, "time": 0.81333}
{"mode": "train", "epoch": 3, "iter": 6000, "lr": 0.0001, "memory": 18874, "data_time": 0.0568, "loss_rpn_cls": 0.02423, "loss_rpn_bbox": 0.05078, "loss_cls": 0.20743, "acc": 92.56616, "loss_bbox": 0.25571, "loss_mask": 0.25315, "loss": 0.79129, "time": 0.82134}
{"mode": "train", "epoch": 3, "iter": 6050, "lr": 0.0001, "memory": 18874, "data_time": 0.05361, "loss_rpn_cls": 0.02369, "loss_rpn_bbox": 0.05013, "loss_cls": 0.21668, "acc": 92.31885, "loss_bbox": 0.26625, "loss_mask": 0.26484, "loss": 0.82159, "time": 0.80196}
{"mode": "train", "epoch": 3, "iter": 6100, "lr": 0.0001, "memory": 18874, "data_time": 0.05268, "loss_rpn_cls": 0.02633, "loss_rpn_bbox": 0.05562, "loss_cls": 0.21515, "acc": 92.32178, "loss_bbox": 0.27039, "loss_mask": 0.26444, "loss": 0.83193, "time": 0.81395}
{"mode": "train", "epoch": 3, "iter": 6150, "lr": 0.0001, "memory": 18874, "data_time": 0.05944, "loss_rpn_cls": 0.02688, "loss_rpn_bbox": 0.05301, "loss_cls": 0.21388, "acc": 92.43774, "loss_bbox": 0.26744, "loss_mask": 0.25922, "loss": 0.82043, "time": 0.8007}
{"mode": "train", "epoch": 3, "iter": 6200, "lr": 0.0001, "memory": 18874, "data_time": 0.04699, "loss_rpn_cls": 0.02661, "loss_rpn_bbox": 0.05365, "loss_cls": 0.21639, "acc": 92.3689, "loss_bbox": 0.26573, "loss_mask": 0.26158, "loss": 0.82395, "time": 0.80563}
{"mode": "train", "epoch": 3, "iter": 6250, "lr": 0.0001, "memory": 18874, "data_time": 0.05607, "loss_rpn_cls": 0.02688, "loss_rpn_bbox": 0.05047, "loss_cls": 0.21051, "acc": 92.52515, "loss_bbox": 0.26015, "loss_mask": 0.25972, "loss": 0.80773, "time": 0.81732}
{"mode": "train", "epoch": 3, "iter": 6300, "lr": 0.0001, "memory": 18874, "data_time": 0.05573, "loss_rpn_cls": 0.02498, "loss_rpn_bbox": 0.04873, "loss_cls": 0.20635, "acc": 92.52734, "loss_bbox": 0.26307, "loss_mask": 0.25963, "loss": 0.80275, "time": 0.79706}
{"mode": "train", "epoch": 3, "iter": 6350, "lr": 0.0001, "memory": 18874, "data_time": 0.0683, "loss_rpn_cls": 0.02509, "loss_rpn_bbox": 0.05232, "loss_cls": 0.20866, "acc": 92.60425, "loss_bbox": 0.26434, "loss_mask": 0.25915, "loss": 0.80956, "time": 0.81678}
{"mode": "train", "epoch": 3, "iter": 6400, "lr": 0.0001, "memory": 18874, "data_time": 0.05956, "loss_rpn_cls": 0.02488, "loss_rpn_bbox": 0.05057, "loss_cls": 0.21807, "acc": 92.29126, "loss_bbox": 0.26473, "loss_mask": 0.26034, "loss": 0.81858, "time": 0.80463}
{"mode": "train", "epoch": 3, "iter": 6450, "lr": 0.0001, "memory": 18874, "data_time": 0.05872, "loss_rpn_cls": 0.02677, "loss_rpn_bbox": 0.05492, "loss_cls": 0.21119, "acc": 92.57739, "loss_bbox": 0.25827, "loss_mask": 0.26294, "loss": 0.81409, "time": 0.91974}
{"mode": "train", "epoch": 3, "iter": 6500, "lr": 0.0001, "memory": 18874, "data_time": 0.05358, "loss_rpn_cls": 0.02506, "loss_rpn_bbox": 0.04954, "loss_cls": 0.21128, "acc": 92.53833, "loss_bbox": 0.25821, "loss_mask": 0.25805, "loss": 0.80214, "time": 0.94225}
{"mode": "train", "epoch": 3, "iter": 6550, "lr": 0.0001, "memory": 18874, "data_time": 0.05918, "loss_rpn_cls": 0.02602, "loss_rpn_bbox": 0.04922, "loss_cls": 0.20542, "acc": 92.65234, "loss_bbox": 0.26015, "loss_mask": 0.25815, "loss": 0.79896, "time": 0.8605}
{"mode": "train", "epoch": 3, "iter": 6600, "lr": 0.0001, "memory": 18874, "data_time": 0.05662, "loss_rpn_cls": 0.0243, "loss_rpn_bbox": 0.05322, "loss_cls": 0.21913, "acc": 92.31445, "loss_bbox": 0.26628, "loss_mask": 0.26519, "loss": 0.82811, "time": 0.80946}
{"mode": "train", "epoch": 3, "iter": 6650, "lr": 0.0001, "memory": 18874, "data_time": 0.05718, "loss_rpn_cls": 0.02542, "loss_rpn_bbox": 0.052, "loss_cls": 0.22417, "acc": 92.07837, "loss_bbox": 0.2671, "loss_mask": 0.25956, "loss": 0.82825, "time": 0.8094}
{"mode": "train", "epoch": 3, "iter": 6700, "lr": 0.0001, "memory": 18874, "data_time": 0.06135, "loss_rpn_cls": 0.02518, "loss_rpn_bbox": 0.05172, "loss_cls": 0.22313, "acc": 92.07861, "loss_bbox": 0.27663, "loss_mask": 0.2581, "loss": 0.83476, "time": 0.81429}
{"mode": "train", "epoch": 3, "iter": 6750, "lr": 0.0001, "memory": 18874, "data_time": 0.05895, "loss_rpn_cls": 0.02317, "loss_rpn_bbox": 0.04916, "loss_cls": 0.20537, "acc": 92.7063, "loss_bbox": 0.25431, "loss_mask": 0.25376, "loss": 0.78577, "time": 0.79691}
{"mode": "train", "epoch": 3, "iter": 6800, "lr": 0.0001, "memory": 18874, "data_time": 0.06814, "loss_rpn_cls": 0.02641, "loss_rpn_bbox": 0.05328, "loss_cls": 0.21565, "acc": 92.39648, "loss_bbox": 0.26544, "loss_mask": 0.26612, "loss": 0.8269, "time": 0.80341}
{"mode": "train", "epoch": 3, "iter": 6850, "lr": 0.0001, "memory": 18874, "data_time": 0.07144, "loss_rpn_cls": 0.02926, "loss_rpn_bbox": 0.05363, "loss_cls": 0.20846, "acc": 92.67773, "loss_bbox": 0.26226, "loss_mask": 0.26055, "loss": 0.81417, "time": 0.86639}
{"mode": "train", "epoch": 3, "iter": 6900, "lr": 0.0001, "memory": 18874, "data_time": 0.06791, "loss_rpn_cls": 0.02754, "loss_rpn_bbox": 0.05199, "loss_cls": 0.21239, "acc": 92.4231, "loss_bbox": 0.26837, "loss_mask": 0.26644, "loss": 0.82673, "time": 0.8679}
{"mode": "train", "epoch": 3, "iter": 6950, "lr": 0.0001, "memory": 18874, "data_time": 0.06954, "loss_rpn_cls": 0.02603, "loss_rpn_bbox": 0.05059, "loss_cls": 0.22225, "acc": 92.0979, "loss_bbox": 0.27596, "loss_mask": 0.26354, "loss": 0.83837, "time": 0.824}
{"mode": "train", "epoch": 3, "iter": 7000, "lr": 0.0001, "memory": 18874, "data_time": 0.04987, "loss_rpn_cls": 0.02624, "loss_rpn_bbox": 0.04992, "loss_cls": 0.20857, "acc": 92.62305, "loss_bbox": 0.25369, "loss_mask": 0.25334, "loss": 0.79177, "time": 0.80703}
{"mode": "train", "epoch": 3, "iter": 7050, "lr": 0.0001, "memory": 18874, "data_time": 0.06562, "loss_rpn_cls": 0.02521, "loss_rpn_bbox": 0.05024, "loss_cls": 0.20994, "acc": 92.5918, "loss_bbox": 0.26044, "loss_mask": 0.25464, "loss": 0.80047, "time": 0.80751}
{"mode": "train", "epoch": 3, "iter": 7100, "lr": 0.0001, "memory": 18874, "data_time": 0.0592, "loss_rpn_cls": 0.026, "loss_rpn_bbox": 0.05523, "loss_cls": 0.22781, "acc": 91.90649, "loss_bbox": 0.27754, "loss_mask": 0.26624, "loss": 0.85282, "time": 0.81413}
{"mode": "train", "epoch": 3, "iter": 7150, "lr": 0.0001, "memory": 18874, "data_time": 0.05216, "loss_rpn_cls": 0.02556, "loss_rpn_bbox": 0.04826, "loss_cls": 0.21945, "acc": 92.2251, "loss_bbox": 0.2662, "loss_mask": 0.25731, "loss": 0.81678, "time": 0.81194}
{"mode": "train", "epoch": 3, "iter": 7200, "lr": 0.0001, "memory": 18874, "data_time": 0.05255, "loss_rpn_cls": 0.02591, "loss_rpn_bbox": 0.04976, "loss_cls": 0.21452, "acc": 92.42651, "loss_bbox": 0.26706, "loss_mask": 0.26285, "loss": 0.8201, "time": 0.80857}
{"mode": "train", "epoch": 3, "iter": 7250, "lr": 0.0001, "memory": 18874, "data_time": 0.05505, "loss_rpn_cls": 0.02621, "loss_rpn_bbox": 0.05194, "loss_cls": 0.22161, "acc": 92.12134, "loss_bbox": 0.27043, "loss_mask": 0.26512, "loss": 0.8353, "time": 0.80352}
{"mode": "train", "epoch": 3, "iter": 7300, "lr": 0.0001, "memory": 18874, "data_time": 0.04106, "loss_rpn_cls": 0.02376, "loss_rpn_bbox": 0.05165, "loss_cls": 0.21255, "acc": 92.43506, "loss_bbox": 0.26726, "loss_mask": 0.25706, "loss": 0.81228, "time": 0.80993}
{"mode": "val", "epoch": 3, "iter": 625, "lr": 0.0001, "bbox_mAP": 0.416, "bbox_mAP_50": 0.665, "bbox_mAP_75": 0.453, "bbox_mAP_s": 0.253, "bbox_mAP_m": 0.464, "bbox_mAP_l": 0.57, "bbox_mAP_copypaste": "0.416 0.665 0.453 0.253 0.464 0.570", "segm_mAP": 0.385, "segm_mAP_50": 0.629, "segm_mAP_75": 0.408, "segm_mAP_s": 0.173, "segm_mAP_m": 0.421, "segm_mAP_l": 0.601, "segm_mAP_copypaste": "0.385 0.629 0.408 0.173 0.421 0.601"}
{"mode": "train", "epoch": 4, "iter": 50, "lr": 0.0001, "memory": 18874, "data_time": 0.13346, "loss_rpn_cls": 0.02339, "loss_rpn_bbox": 0.05243, "loss_cls": 0.20687, "acc": 92.47925, "loss_bbox": 0.2594, "loss_mask": 0.25909, "loss": 0.80117, "time": 1.01569}
{"mode": "train", "epoch": 4, "iter": 100, "lr": 0.0001, "memory": 18874, "data_time": 0.0551, "loss_rpn_cls": 0.02399, "loss_rpn_bbox": 0.04824, "loss_cls": 0.20965, "acc": 92.47803, "loss_bbox": 0.25883, "loss_mask": 0.25914, "loss": 0.79984, "time": 0.8572}
{"mode": "train", "epoch": 4, "iter": 150, "lr": 0.0001, "memory": 18874, "data_time": 0.06151, "loss_rpn_cls": 0.02266, "loss_rpn_bbox": 0.04941, "loss_cls": 0.20519, "acc": 92.67139, "loss_bbox": 0.26339, "loss_mask": 0.25356, "loss": 0.7942, "time": 0.90641}
{"mode": "train", "epoch": 4, "iter": 200, "lr": 0.0001, "memory": 18874, "data_time": 0.06197, "loss_rpn_cls": 0.02197, "loss_rpn_bbox": 0.04953, "loss_cls": 0.20759, "acc": 92.55176, "loss_bbox": 0.26015, "loss_mask": 0.25516, "loss": 0.79441, "time": 0.90444}
{"mode": "train", "epoch": 4, "iter": 250, "lr": 0.0001, "memory": 18874, "data_time": 0.05683, "loss_rpn_cls": 0.02243, "loss_rpn_bbox": 0.04908, "loss_cls": 0.19487, "acc": 92.95532, "loss_bbox": 0.25043, "loss_mask": 0.24635, "loss": 0.76315, "time": 0.81259}
{"mode": "train", "epoch": 4, "iter": 300, "lr": 0.0001, "memory": 18874, "data_time": 0.05787, "loss_rpn_cls": 0.02461, "loss_rpn_bbox": 0.04991, "loss_cls": 0.21432, "acc": 92.229, "loss_bbox": 0.26526, "loss_mask": 0.25662, "loss": 0.81072, "time": 0.81707}
{"mode": "train", "epoch": 4, "iter": 350, "lr": 0.0001, "memory": 18874, "data_time": 0.04302, "loss_rpn_cls": 0.02239, "loss_rpn_bbox": 0.04724, "loss_cls": 0.20301, "acc": 92.72046, "loss_bbox": 0.2546, "loss_mask": 0.25031, "loss": 0.77754, "time": 0.80295}
{"mode": "train", "epoch": 4, "iter": 400, "lr": 0.0001, "memory": 18874, "data_time": 0.06115, "loss_rpn_cls": 0.02435, "loss_rpn_bbox": 0.05032, "loss_cls": 0.2072, "acc": 92.47852, "loss_bbox": 0.26439, "loss_mask": 0.25813, "loss": 0.80439, "time": 0.85668}
{"mode": "train", "epoch": 4, "iter": 450, "lr": 0.0001, "memory": 18874, "data_time": 0.05078, "loss_rpn_cls": 0.02217, "loss_rpn_bbox": 0.04907, "loss_cls": 0.20642, "acc": 92.43652, "loss_bbox": 0.2679, "loss_mask": 0.25513, "loss": 0.80069, "time": 0.80154}
{"mode": "train", "epoch": 4, "iter": 500, "lr": 0.0001, "memory": 18874, "data_time": 0.05182, "loss_rpn_cls": 0.02327, "loss_rpn_bbox": 0.04784, "loss_cls": 0.19972, "acc": 92.90649, "loss_bbox": 0.25552, "loss_mask": 0.253, "loss": 0.77934, "time": 0.85005}
{"mode": "train", "epoch": 4, "iter": 550, "lr": 0.0001, "memory": 18874, "data_time": 0.0656, "loss_rpn_cls": 0.02593, "loss_rpn_bbox": 0.05247, "loss_cls": 0.2154, "acc": 92.2207, "loss_bbox": 0.26682, "loss_mask": 0.25723, "loss": 0.81785, "time": 0.81349}
{"mode": "train", "epoch": 4, "iter": 600, "lr": 0.0001, "memory": 18874, "data_time": 0.05129, "loss_rpn_cls": 0.02275, "loss_rpn_bbox": 0.04853, "loss_cls": 0.2143, "acc": 92.3667, "loss_bbox": 0.26439, "loss_mask": 0.25847, "loss": 0.80845, "time": 0.80635}
{"mode": "train", "epoch": 4, "iter": 650, "lr": 0.0001, "memory": 18874, "data_time": 0.04554, "loss_rpn_cls": 0.02082, "loss_rpn_bbox": 0.04708, "loss_cls": 0.20186, "acc": 92.67749, "loss_bbox": 0.25623, "loss_mask": 0.25143, "loss": 0.77742, "time": 0.80317}
{"mode": "train", "epoch": 4, "iter": 700, "lr": 0.0001, "memory": 18874, "data_time": 0.05589, "loss_rpn_cls": 0.02153, "loss_rpn_bbox": 0.04673, "loss_cls": 0.19729, "acc": 92.95117, "loss_bbox": 0.24646, "loss_mask": 0.24858, "loss": 0.7606, "time": 0.80243}
{"mode": "train", "epoch": 4, "iter": 750, "lr": 0.0001, "memory": 18874, "data_time": 0.05677, "loss_rpn_cls": 0.02364, "loss_rpn_bbox": 0.05031, "loss_cls": 0.21394, "acc": 92.39014, "loss_bbox": 0.26237, "loss_mask": 0.25421, "loss": 0.80447, "time": 0.79994}
{"mode": "train", "epoch": 4, "iter": 800, "lr": 0.0001, "memory": 18874, "data_time": 0.05799, "loss_rpn_cls": 0.02178, "loss_rpn_bbox": 0.04892, "loss_cls": 0.19747, "acc": 92.8313, "loss_bbox": 0.2517, "loss_mask": 0.24929, "loss": 0.76915, "time": 0.80457}
{"mode": "train", "epoch": 4, "iter": 850, "lr": 0.0001, "memory": 18874, "data_time": 0.0627, "loss_rpn_cls": 0.02252, "loss_rpn_bbox": 0.05041, "loss_cls": 0.21979, "acc": 92.06079, "loss_bbox": 0.27362, "loss_mask": 0.25989, "loss": 0.82623, "time": 0.80563}
{"mode": "train", "epoch": 4, "iter": 900, "lr": 0.0001, "memory": 18874, "data_time": 0.04301, "loss_rpn_cls": 0.02153, "loss_rpn_bbox": 0.04531, "loss_cls": 0.20232, "acc": 92.7605, "loss_bbox": 0.25317, "loss_mask": 0.25117, "loss": 0.77351, "time": 0.80514}
{"mode": "train", "epoch": 4, "iter": 950, "lr": 0.0001, "memory": 18874, "data_time": 0.05804, "loss_rpn_cls": 0.0237, "loss_rpn_bbox": 0.04955, "loss_cls": 0.20468, "acc": 92.64453, "loss_bbox": 0.25993, "loss_mask": 0.25142, "loss": 0.78928, "time": 0.81563}
{"mode": "train", "epoch": 4, "iter": 1000, "lr": 0.0001, "memory": 18874, "data_time": 0.07487, "loss_rpn_cls": 0.02437, "loss_rpn_bbox": 0.04785, "loss_cls": 0.20552, "acc": 92.64844, "loss_bbox": 0.25221, "loss_mask": 0.25683, "loss": 0.78678, "time": 0.80285}
{"mode": "train", "epoch": 4, "iter": 1050, "lr": 0.0001, "memory": 18874, "data_time": 0.05359, "loss_rpn_cls": 0.02337, "loss_rpn_bbox": 0.05159, "loss_cls": 0.20418, "acc": 92.72632, "loss_bbox": 0.2569, "loss_mask": 0.25129, "loss": 0.78734, "time": 0.81144}
{"mode": "train", "epoch": 4, "iter": 1100, "lr": 0.0001, "memory": 18874, "data_time": 0.05904, "loss_rpn_cls": 0.02335, "loss_rpn_bbox": 0.05278, "loss_cls": 0.20773, "acc": 92.50366, "loss_bbox": 0.26062, "loss_mask": 0.25117, "loss": 0.79564, "time": 0.86874}
{"mode": "train", "epoch": 4, "iter": 1150, "lr": 0.0001, "memory": 18874, "data_time": 0.0612, "loss_rpn_cls": 0.02274, "loss_rpn_bbox": 0.04782, "loss_cls": 0.20678, "acc": 92.55371, "loss_bbox": 0.25972, "loss_mask": 0.25622, "loss": 0.79329, "time": 0.8172}
{"mode": "train", "epoch": 4, "iter": 1200, "lr": 0.0001, "memory": 18874, "data_time": 0.06876, "loss_rpn_cls": 0.02294, "loss_rpn_bbox": 0.05041, "loss_cls": 0.20345, "acc": 92.61353, "loss_bbox": 0.25617, "loss_mask": 0.25473, "loss": 0.78769, "time": 0.9624}
{"mode": "train", "epoch": 4, "iter": 1250, "lr": 0.0001, "memory": 18874, "data_time": 0.06608, "loss_rpn_cls": 0.02196, "loss_rpn_bbox": 0.04705, "loss_cls": 0.2073, "acc": 92.67139, "loss_bbox": 0.25385, "loss_mask": 0.25172, "loss": 0.78186, "time": 0.89371}
{"mode": "train", "epoch": 4, "iter": 1300, "lr": 0.0001, "memory": 18874, "data_time": 0.04657, "loss_rpn_cls": 0.02342, "loss_rpn_bbox": 0.04878, "loss_cls": 0.20615, "acc": 92.69995, "loss_bbox": 0.25392, "loss_mask": 0.24804, "loss": 0.78031, "time": 0.80795}
{"mode": "train", "epoch": 4, "iter": 1350, "lr": 0.0001, "memory": 18874, "data_time": 0.06501, "loss_rpn_cls": 0.02388, "loss_rpn_bbox": 0.05051, "loss_cls": 0.21322, "acc": 92.32275, "loss_bbox": 0.26632, "loss_mask": 0.25577, "loss": 0.8097, "time": 0.81196}
{"mode": "train", "epoch": 4, "iter": 1400, "lr": 0.0001, "memory": 18874, "data_time": 0.05456, "loss_rpn_cls": 0.02386, "loss_rpn_bbox": 0.0478, "loss_cls": 0.20953, "acc": 92.53638, "loss_bbox": 0.2562, "loss_mask": 0.2537, "loss": 0.7911, "time": 0.802}
{"mode": "train", "epoch": 4, "iter": 1450, "lr": 0.0001, "memory": 18874, "data_time": 0.05571, "loss_rpn_cls": 0.02297, "loss_rpn_bbox": 0.05156, "loss_cls": 0.20666, "acc": 92.57007, "loss_bbox": 0.25716, "loss_mask": 0.2565, "loss": 0.79486, "time": 0.85999}
{"mode": "train", "epoch": 4, "iter": 1500, "lr": 0.0001, "memory": 18874, "data_time": 0.05944, "loss_rpn_cls": 0.02247, "loss_rpn_bbox": 0.05128, "loss_cls": 0.20864, "acc": 92.43774, "loss_bbox": 0.26406, "loss_mask": 0.25772, "loss": 0.80417, "time": 0.80914}
{"mode": "train", "epoch": 4, "iter": 1550, "lr": 0.0001, "memory": 18874, "data_time": 0.05383, "loss_rpn_cls": 0.02217, "loss_rpn_bbox": 0.05261, "loss_cls": 0.20282, "acc": 92.62573, "loss_bbox": 0.25685, "loss_mask": 0.25333, "loss": 0.78779, "time": 0.8573}
{"mode": "train", "epoch": 4, "iter": 1600, "lr": 0.0001, "memory": 18874, "data_time": 0.04554, "loss_rpn_cls": 0.02272, "loss_rpn_bbox": 0.04764, "loss_cls": 0.20593, "acc": 92.54346, "loss_bbox": 0.25891, "loss_mask": 0.24743, "loss": 0.78263, "time": 0.81424}
{"mode": "train", "epoch": 4, "iter": 1650, "lr": 0.0001, "memory": 18874, "data_time": 0.0554, "loss_rpn_cls": 0.02063, "loss_rpn_bbox": 0.04654, "loss_cls": 0.19303, "acc": 93.03979, "loss_bbox": 0.24466, "loss_mask": 0.25209, "loss": 0.75695, "time": 0.80641}
{"mode": "train", "epoch": 4, "iter": 1700, "lr": 0.0001, "memory": 18874, "data_time": 0.07399, "loss_rpn_cls": 0.02115, "loss_rpn_bbox": 0.04427, "loss_cls": 0.20117, "acc": 92.73486, "loss_bbox": 0.25029, "loss_mask": 0.2505, "loss": 0.76738, "time": 0.80636}
{"mode": "train", "epoch": 4, "iter": 1750, "lr": 0.0001, "memory": 18874, "data_time": 0.0624, "loss_rpn_cls": 0.0226, "loss_rpn_bbox": 0.04905, "loss_cls": 0.20811, "acc": 92.62915, "loss_bbox": 0.25747, "loss_mask": 0.25294, "loss": 0.79018, "time": 0.81591}
{"mode": "train", "epoch": 4, "iter": 1800, "lr": 0.0001, "memory": 18874, "data_time": 0.06962, "loss_rpn_cls": 0.02107, "loss_rpn_bbox": 0.04972, "loss_cls": 0.20528, "acc": 92.71509, "loss_bbox": 0.25545, "loss_mask": 0.25058, "loss": 0.7821, "time": 0.81346}
{"mode": "train", "epoch": 4, "iter": 1850, "lr": 0.0001, "memory": 18874, "data_time": 0.04584, "loss_rpn_cls": 0.02242, "loss_rpn_bbox": 0.04857, "loss_cls": 0.20875, "acc": 92.49634, "loss_bbox": 0.25889, "loss_mask": 0.25485, "loss": 0.79348, "time": 0.80553}
{"mode": "train", "epoch": 4, "iter": 1900, "lr": 0.0001, "memory": 18874, "data_time": 0.05018, "loss_rpn_cls": 0.02199, "loss_rpn_bbox": 0.04739, "loss_cls": 0.20469, "acc": 92.59985, "loss_bbox": 0.25435, "loss_mask": 0.24962, "loss": 0.77804, "time": 0.80041}
{"mode": "train", "epoch": 4, "iter": 1950, "lr": 0.0001, "memory": 18874, "data_time": 0.05489, "loss_rpn_cls": 0.02417, "loss_rpn_bbox": 0.05178, "loss_cls": 0.205, "acc": 92.65454, "loss_bbox": 0.26079, "loss_mask": 0.2511, "loss": 0.79283, "time": 0.81207}
{"mode": "train", "epoch": 4, "iter": 2000, "lr": 0.0001, "memory": 18874, "data_time": 0.05378, "loss_rpn_cls": 0.02404, "loss_rpn_bbox": 0.0472, "loss_cls": 0.19952, "acc": 92.90259, "loss_bbox": 0.24497, "loss_mask": 0.2548, "loss": 0.77053, "time": 0.80081}
{"mode": "train", "epoch": 4, "iter": 2050, "lr": 0.0001, "memory": 18874, "data_time": 0.05568, "loss_rpn_cls": 0.02427, "loss_rpn_bbox": 0.05294, "loss_cls": 0.21365, "acc": 92.30835, "loss_bbox": 0.26714, "loss_mask": 0.26089, "loss": 0.81889, "time": 0.81977}
{"mode": "train", "epoch": 4, "iter": 2100, "lr": 0.0001, "memory": 18874, "data_time": 0.04622, "loss_rpn_cls": 0.02308, "loss_rpn_bbox": 0.05041, "loss_cls": 0.20297, "acc": 92.73242, "loss_bbox": 0.25544, "loss_mask": 0.2517, "loss": 0.78359, "time": 0.80903}
{"mode": "train", "epoch": 4, "iter": 2150, "lr": 0.0001, "memory": 18874, "data_time": 0.04748, "loss_rpn_cls": 0.02166, "loss_rpn_bbox": 0.04923, "loss_cls": 0.21104, "acc": 92.46191, "loss_bbox": 0.25828, "loss_mask": 0.24955, "loss": 0.78975, "time": 0.82221}
{"mode": "train", "epoch": 4, "iter": 2200, "lr": 0.0001, "memory": 18874, "data_time": 0.04845, "loss_rpn_cls": 0.01926, "loss_rpn_bbox": 0.04517, "loss_cls": 0.19894, "acc": 92.7959, "loss_bbox": 0.2508, "loss_mask": 0.24921, "loss": 0.76338, "time": 0.85682}
{"mode": "train", "epoch": 4, "iter": 2250, "lr": 0.0001, "memory": 18874, "data_time": 0.05622, "loss_rpn_cls": 0.02292, "loss_rpn_bbox": 0.04789, "loss_cls": 0.2046, "acc": 92.58765, "loss_bbox": 0.26145, "loss_mask": 0.2576, "loss": 0.79446, "time": 0.8849}
{"mode": "train", "epoch": 4, "iter": 2300, "lr": 0.0001, "memory": 18874, "data_time": 0.0568, "loss_rpn_cls": 0.0217, "loss_rpn_bbox": 0.04964, "loss_cls": 0.19867, "acc": 92.85913, "loss_bbox": 0.24961, "loss_mask": 0.25217, "loss": 0.77179, "time": 1.00613}
{"mode": "train", "epoch": 4, "iter": 2350, "lr": 0.0001, "memory": 18874, "data_time": 0.07181, "loss_rpn_cls": 0.02513, "loss_rpn_bbox": 0.0484, "loss_cls": 0.20604, "acc": 92.68066, "loss_bbox": 0.25437, "loss_mask": 0.2505, "loss": 0.78443, "time": 0.81627}
{"mode": "train", "epoch": 4, "iter": 2400, "lr": 0.0001, "memory": 18874, "data_time": 0.04539, "loss_rpn_cls": 0.02346, "loss_rpn_bbox": 0.04771, "loss_cls": 0.20089, "acc": 92.78394, "loss_bbox": 0.2536, "loss_mask": 0.25424, "loss": 0.7799, "time": 0.80134}
{"mode": "train", "epoch": 4, "iter": 2450, "lr": 0.0001, "memory": 18874, "data_time": 0.05145, "loss_rpn_cls": 0.02084, "loss_rpn_bbox": 0.04883, "loss_cls": 0.19915, "acc": 92.78906, "loss_bbox": 0.25095, "loss_mask": 0.24686, "loss": 0.76663, "time": 0.80565}
{"mode": "train", "epoch": 4, "iter": 2500, "lr": 0.0001, "memory": 18874, "data_time": 0.06395, "loss_rpn_cls": 0.02279, "loss_rpn_bbox": 0.0501, "loss_cls": 0.20625, "acc": 92.46826, "loss_bbox": 0.26513, "loss_mask": 0.25478, "loss": 0.79905, "time": 0.81884}
{"mode": "train", "epoch": 4, "iter": 2550, "lr": 0.0001, "memory": 18874, "data_time": 0.05734, "loss_rpn_cls": 0.02306, "loss_rpn_bbox": 0.04921, "loss_cls": 0.20818, "acc": 92.4541, "loss_bbox": 0.26433, "loss_mask": 0.25177, "loss": 0.79656, "time": 0.85922}
{"mode": "train", "epoch": 4, "iter": 2600, "lr": 0.0001, "memory": 18874, "data_time": 0.04857, "loss_rpn_cls": 0.02241, "loss_rpn_bbox": 0.04833, "loss_cls": 0.20152, "acc": 92.70679, "loss_bbox": 0.25815, "loss_mask": 0.25163, "loss": 0.78204, "time": 0.80408}
{"mode": "train", "epoch": 4, "iter": 2650, "lr": 0.0001, "memory": 18874, "data_time": 0.07081, "loss_rpn_cls": 0.02193, "loss_rpn_bbox": 0.04679, "loss_cls": 0.19515, "acc": 93.06665, "loss_bbox": 0.2401, "loss_mask": 0.24446, "loss": 0.74843, "time": 0.84876}
{"mode": "train", "epoch": 4, "iter": 2700, "lr": 0.0001, "memory": 18874, "data_time": 0.05543, "loss_rpn_cls": 0.02311, "loss_rpn_bbox": 0.05054, "loss_cls": 0.20955, "acc": 92.57739, "loss_bbox": 0.25976, "loss_mask": 0.25514, "loss": 0.79809, "time": 0.81894}
{"mode": "train", "epoch": 4, "iter": 2750, "lr": 0.0001, "memory": 18874, "data_time": 0.0588, "loss_rpn_cls": 0.02071, "loss_rpn_bbox": 0.04652, "loss_cls": 0.20802, "acc": 92.52393, "loss_bbox": 0.25693, "loss_mask": 0.25307, "loss": 0.78525, "time": 0.80302}
{"mode": "train", "epoch": 4, "iter": 2800, "lr": 0.0001, "memory": 18874, "data_time": 0.05543, "loss_rpn_cls": 0.02107, "loss_rpn_bbox": 0.04786, "loss_cls": 0.20282, "acc": 92.72632, "loss_bbox": 0.25233, "loss_mask": 0.25314, "loss": 0.77722, "time": 0.80353}
{"mode": "train", "epoch": 4, "iter": 2850, "lr": 0.0001, "memory": 18874, "data_time": 0.064, "loss_rpn_cls": 0.02365, "loss_rpn_bbox": 0.0506, "loss_cls": 0.20522, "acc": 92.55615, "loss_bbox": 0.25969, "loss_mask": 0.25572, "loss": 0.79489, "time": 0.81967}
{"mode": "train", "epoch": 4, "iter": 2900, "lr": 0.0001, "memory": 18874, "data_time": 0.04992, "loss_rpn_cls": 0.02204, "loss_rpn_bbox": 0.04899, "loss_cls": 0.20065, "acc": 92.80591, "loss_bbox": 0.25017, "loss_mask": 0.25118, "loss": 0.77303, "time": 0.80734}
{"mode": "train", "epoch": 4, "iter": 2950, "lr": 0.0001, "memory": 18874, "data_time": 0.05541, "loss_rpn_cls": 0.02402, "loss_rpn_bbox": 0.0478, "loss_cls": 0.1961, "acc": 92.78882, "loss_bbox": 0.25285, "loss_mask": 0.25188, "loss": 0.77264, "time": 0.81105}
{"mode": "train", "epoch": 4, "iter": 3000, "lr": 0.0001, "memory": 18874, "data_time": 0.05665, "loss_rpn_cls": 0.02502, "loss_rpn_bbox": 0.05101, "loss_cls": 0.20726, "acc": 92.53564, "loss_bbox": 0.25888, "loss_mask": 0.25874, "loss": 0.80092, "time": 0.81187}
{"mode": "train", "epoch": 4, "iter": 3050, "lr": 0.0001, "memory": 18874, "data_time": 0.05069, "loss_rpn_cls": 0.02077, "loss_rpn_bbox": 0.04769, "loss_cls": 0.19508, "acc": 92.9519, "loss_bbox": 0.24502, "loss_mask": 0.24591, "loss": 0.75446, "time": 0.81968}
{"mode": "train", "epoch": 4, "iter": 3100, "lr": 0.0001, "memory": 18874, "data_time": 0.05239, "loss_rpn_cls": 0.02199, "loss_rpn_bbox": 0.04588, "loss_cls": 0.19676, "acc": 92.9729, "loss_bbox": 0.24397, "loss_mask": 0.24621, "loss": 0.75481, "time": 0.80163}
{"mode": "train", "epoch": 4, "iter": 3150, "lr": 0.0001, "memory": 18874, "data_time": 0.06399, "loss_rpn_cls": 0.02239, "loss_rpn_bbox": 0.04965, "loss_cls": 0.20772, "acc": 92.51147, "loss_bbox": 0.25967, "loss_mask": 0.24873, "loss": 0.78816, "time": 0.80835}
{"mode": "train", "epoch": 4, "iter": 3200, "lr": 0.0001, "memory": 18874, "data_time": 0.06257, "loss_rpn_cls": 0.02446, "loss_rpn_bbox": 0.05066, "loss_cls": 0.20762, "acc": 92.54834, "loss_bbox": 0.26182, "loss_mask": 0.25194, "loss": 0.7965, "time": 0.8237}
{"mode": "train", "epoch": 4, "iter": 3250, "lr": 0.0001, "memory": 18874, "data_time": 0.05196, "loss_rpn_cls": 0.02326, "loss_rpn_bbox": 0.04896, "loss_cls": 0.20713, "acc": 92.48682, "loss_bbox": 0.25989, "loss_mask": 0.25363, "loss": 0.79287, "time": 0.86462}
{"mode": "train", "epoch": 4, "iter": 3300, "lr": 0.0001, "memory": 18874, "data_time": 0.065, "loss_rpn_cls": 0.02227, "loss_rpn_bbox": 0.04704, "loss_cls": 0.20126, "acc": 92.80933, "loss_bbox": 0.25278, "loss_mask": 0.25303, "loss": 0.77637, "time": 0.88229}
{"mode": "train", "epoch": 4, "iter": 3350, "lr": 0.0001, "memory": 18874, "data_time": 0.06446, "loss_rpn_cls": 0.01996, "loss_rpn_bbox": 0.0461, "loss_cls": 0.20251, "acc": 92.76099, "loss_bbox": 0.24963, "loss_mask": 0.2464, "loss": 0.76461, "time": 0.91101}
{"mode": "train", "epoch": 4, "iter": 3400, "lr": 0.0001, "memory": 18874, "data_time": 0.05476, "loss_rpn_cls": 0.02316, "loss_rpn_bbox": 0.04834, "loss_cls": 0.19997, "acc": 92.85498, "loss_bbox": 0.25453, "loss_mask": 0.25161, "loss": 0.77761, "time": 0.89789}
{"mode": "train", "epoch": 4, "iter": 3450, "lr": 0.0001, "memory": 18874, "data_time": 0.05373, "loss_rpn_cls": 0.02208, "loss_rpn_bbox": 0.04993, "loss_cls": 0.19841, "acc": 92.85864, "loss_bbox": 0.25342, "loss_mask": 0.24931, "loss": 0.77315, "time": 0.80535}
{"mode": "train", "epoch": 4, "iter": 3500, "lr": 0.0001, "memory": 18874, "data_time": 0.0698, "loss_rpn_cls": 0.02183, "loss_rpn_bbox": 0.04855, "loss_cls": 0.20562, "acc": 92.67188, "loss_bbox": 0.25504, "loss_mask": 0.24786, "loss": 0.7789, "time": 0.81317}
{"mode": "train", "epoch": 4, "iter": 3550, "lr": 0.0001, "memory": 18874, "data_time": 0.04189, "loss_rpn_cls": 0.02228, "loss_rpn_bbox": 0.04891, "loss_cls": 0.20339, "acc": 92.68628, "loss_bbox": 0.25693, "loss_mask": 0.25464, "loss": 0.78615, "time": 0.80671}
{"mode": "train", "epoch": 4, "iter": 3600, "lr": 0.0001, "memory": 18874, "data_time": 0.06071, "loss_rpn_cls": 0.02212, "loss_rpn_bbox": 0.04832, "loss_cls": 0.19803, "acc": 92.8999, "loss_bbox": 0.24738, "loss_mask": 0.24648, "loss": 0.76233, "time": 0.84267}
{"mode": "train", "epoch": 4, "iter": 3650, "lr": 0.0001, "memory": 18874, "data_time": 0.06423, "loss_rpn_cls": 0.02299, "loss_rpn_bbox": 0.0506, "loss_cls": 0.21004, "acc": 92.49976, "loss_bbox": 0.25821, "loss_mask": 0.25946, "loss": 0.80131, "time": 0.81479}
{"mode": "train", "epoch": 4, "iter": 3700, "lr": 0.0001, "memory": 18874, "data_time": 0.05599, "loss_rpn_cls": 0.02028, "loss_rpn_bbox": 0.04873, "loss_cls": 0.21208, "acc": 92.32788, "loss_bbox": 0.26501, "loss_mask": 0.25769, "loss": 0.8038, "time": 0.85511}
{"mode": "train", "epoch": 4, "iter": 3750, "lr": 0.0001, "memory": 18874, "data_time": 0.0514, "loss_rpn_cls": 0.0231, "loss_rpn_bbox": 0.04891, "loss_cls": 0.19699, "acc": 92.89478, "loss_bbox": 0.24578, "loss_mask": 0.24982, "loss": 0.7646, "time": 0.80228}
{"mode": "train", "epoch": 4, "iter": 3800, "lr": 0.0001, "memory": 18874, "data_time": 0.05646, "loss_rpn_cls": 0.02338, "loss_rpn_bbox": 0.04769, "loss_cls": 0.20984, "acc": 92.35425, "loss_bbox": 0.2622, "loss_mask": 0.25909, "loss": 0.80221, "time": 0.80694}
{"mode": "train", "epoch": 4, "iter": 3850, "lr": 0.0001, "memory": 18874, "data_time": 0.05369, "loss_rpn_cls": 0.02289, "loss_rpn_bbox": 0.04938, "loss_cls": 0.20069, "acc": 92.94653, "loss_bbox": 0.24749, "loss_mask": 0.25236, "loss": 0.77281, "time": 0.80366}
{"mode": "train", "epoch": 4, "iter": 3900, "lr": 0.0001, "memory": 18874, "data_time": 0.04695, "loss_rpn_cls": 0.02048, "loss_rpn_bbox": 0.04715, "loss_cls": 0.19675, "acc": 92.93091, "loss_bbox": 0.24796, "loss_mask": 0.25052, "loss": 0.76287, "time": 0.80647}
{"mode": "train", "epoch": 4, "iter": 3950, "lr": 0.0001, "memory": 18874, "data_time": 0.04872, "loss_rpn_cls": 0.02205, "loss_rpn_bbox": 0.04784, "loss_cls": 0.20493, "acc": 92.7002, "loss_bbox": 0.25216, "loss_mask": 0.25289, "loss": 0.77988, "time": 0.80898}
{"mode": "train", "epoch": 4, "iter": 4000, "lr": 0.0001, "memory": 18874, "data_time": 0.06453, "loss_rpn_cls": 0.02419, "loss_rpn_bbox": 0.05162, "loss_cls": 0.21372, "acc": 92.23218, "loss_bbox": 0.26668, "loss_mask": 0.25728, "loss": 0.81349, "time": 0.83478}
{"mode": "train", "epoch": 4, "iter": 4050, "lr": 0.0001, "memory": 18874, "data_time": 0.05698, "loss_rpn_cls": 0.02105, "loss_rpn_bbox": 0.04803, "loss_cls": 0.20563, "acc": 92.58813, "loss_bbox": 0.25636, "loss_mask": 0.24846, "loss": 0.77953, "time": 0.81166}
{"mode": "train", "epoch": 4, "iter": 4100, "lr": 0.0001, "memory": 18874, "data_time": 0.06595, "loss_rpn_cls": 0.02429, "loss_rpn_bbox": 0.04982, "loss_cls": 0.20817, "acc": 92.53638, "loss_bbox": 0.25509, "loss_mask": 0.25393, "loss": 0.7913, "time": 0.81363}
{"mode": "train", "epoch": 4, "iter": 4150, "lr": 0.0001, "memory": 18874, "data_time": 0.07392, "loss_rpn_cls": 0.0239, "loss_rpn_bbox": 0.05214, "loss_cls": 0.20663, "acc": 92.52173, "loss_bbox": 0.26283, "loss_mask": 0.25731, "loss": 0.80281, "time": 0.81412}
{"mode": "train", "epoch": 4, "iter": 4200, "lr": 0.0001, "memory": 18874, "data_time": 0.06456, "loss_rpn_cls": 0.02239, "loss_rpn_bbox": 0.05142, "loss_cls": 0.2122, "acc": 92.38892, "loss_bbox": 0.26388, "loss_mask": 0.25637, "loss": 0.80626, "time": 0.81688}
{"mode": "train", "epoch": 4, "iter": 4250, "lr": 0.0001, "memory": 18874, "data_time": 0.05624, "loss_rpn_cls": 0.02448, "loss_rpn_bbox": 0.05273, "loss_cls": 0.21602, "acc": 92.20728, "loss_bbox": 0.26891, "loss_mask": 0.25449, "loss": 0.81662, "time": 0.81603}
{"mode": "train", "epoch": 4, "iter": 4300, "lr": 0.0001, "memory": 18874, "data_time": 0.04825, "loss_rpn_cls": 0.02073, "loss_rpn_bbox": 0.04717, "loss_cls": 0.19917, "acc": 92.82397, "loss_bbox": 0.25123, "loss_mask": 0.25512, "loss": 0.77341, "time": 0.80308}
{"mode": "train", "epoch": 4, "iter": 4350, "lr": 0.0001, "memory": 18874, "data_time": 0.05585, "loss_rpn_cls": 0.02263, "loss_rpn_bbox": 0.04518, "loss_cls": 0.20456, "acc": 92.75342, "loss_bbox": 0.24731, "loss_mask": 0.24706, "loss": 0.76673, "time": 0.85852}
{"mode": "train", "epoch": 4, "iter": 4400, "lr": 0.0001, "memory": 18874, "data_time": 0.05848, "loss_rpn_cls": 0.02315, "loss_rpn_bbox": 0.04929, "loss_cls": 0.20282, "acc": 92.65771, "loss_bbox": 0.25723, "loss_mask": 0.25138, "loss": 0.78388, "time": 0.90232}
{"mode": "train", "epoch": 4, "iter": 4450, "lr": 0.0001, "memory": 18874, "data_time": 0.10594, "loss_rpn_cls": 0.0224, "loss_rpn_bbox": 0.04812, "loss_cls": 0.20907, "acc": 92.52808, "loss_bbox": 0.25878, "loss_mask": 0.24842, "loss": 0.78679, "time": 0.94824}
{"mode": "train", "epoch": 4, "iter": 4500, "lr": 0.0001, "memory": 18874, "data_time": 0.06207, "loss_rpn_cls": 0.02268, "loss_rpn_bbox": 0.04743, "loss_cls": 0.20593, "acc": 92.61255, "loss_bbox": 0.25466, "loss_mask": 0.2481, "loss": 0.7788, "time": 0.81395}
{"mode": "train", "epoch": 4, "iter": 4550, "lr": 0.0001, "memory": 18874, "data_time": 0.05862, "loss_rpn_cls": 0.02351, "loss_rpn_bbox": 0.04802, "loss_cls": 0.2028, "acc": 92.6731, "loss_bbox": 0.25415, "loss_mask": 0.2528, "loss": 0.78127, "time": 0.8058}
{"mode": "train", "epoch": 4, "iter": 4600, "lr": 0.0001, "memory": 18874, "data_time": 0.06975, "loss_rpn_cls": 0.02202, "loss_rpn_bbox": 0.04799, "loss_cls": 0.20657, "acc": 92.62012, "loss_bbox": 0.25823, "loss_mask": 0.24743, "loss": 0.78224, "time": 0.82044}
{"mode": "train", "epoch": 4, "iter": 4650, "lr": 0.0001, "memory": 18874, "data_time": 0.06926, "loss_rpn_cls": 0.0205, "loss_rpn_bbox": 0.04541, "loss_cls": 0.19577, "acc": 93.02222, "loss_bbox": 0.24393, "loss_mask": 0.2432, "loss": 0.74881, "time": 0.84804}
{"mode": "train", "epoch": 4, "iter": 4700, "lr": 0.0001, "memory": 18874, "data_time": 0.07277, "loss_rpn_cls": 0.02398, "loss_rpn_bbox": 0.05291, "loss_cls": 0.21054, "acc": 92.50928, "loss_bbox": 0.25819, "loss_mask": 0.25242, "loss": 0.79804, "time": 0.81958}
{"mode": "train", "epoch": 4, "iter": 4750, "lr": 0.0001, "memory": 18874, "data_time": 0.04894, "loss_rpn_cls": 0.02193, "loss_rpn_bbox": 0.04619, "loss_cls": 0.19568, "acc": 92.95459, "loss_bbox": 0.24477, "loss_mask": 0.25216, "loss": 0.76073, "time": 0.85472}
{"mode": "train", "epoch": 4, "iter": 4800, "lr": 0.0001, "memory": 18874, "data_time": 0.05269, "loss_rpn_cls": 0.02438, "loss_rpn_bbox": 0.05018, "loss_cls": 0.19552, "acc": 92.92871, "loss_bbox": 0.24976, "loss_mask": 0.24755, "loss": 0.7674, "time": 0.80301}
{"mode": "train", "epoch": 4, "iter": 4850, "lr": 0.0001, "memory": 18874, "data_time": 0.05098, "loss_rpn_cls": 0.02072, "loss_rpn_bbox": 0.04642, "loss_cls": 0.19746, "acc": 92.91675, "loss_bbox": 0.24867, "loss_mask": 0.25002, "loss": 0.76329, "time": 0.80229}
{"mode": "train", "epoch": 4, "iter": 4900, "lr": 0.0001, "memory": 18874, "data_time": 0.0543, "loss_rpn_cls": 0.02483, "loss_rpn_bbox": 0.05106, "loss_cls": 0.2093, "acc": 92.53003, "loss_bbox": 0.26368, "loss_mask": 0.25701, "loss": 0.80587, "time": 0.81345}
{"mode": "train", "epoch": 4, "iter": 4950, "lr": 0.0001, "memory": 18874, "data_time": 0.06523, "loss_rpn_cls": 0.02313, "loss_rpn_bbox": 0.05157, "loss_cls": 0.20853, "acc": 92.44214, "loss_bbox": 0.25949, "loss_mask": 0.25226, "loss": 0.79498, "time": 0.80642}
{"mode": "train", "epoch": 4, "iter": 5000, "lr": 0.0001, "memory": 18874, "data_time": 0.05784, "loss_rpn_cls": 0.01904, "loss_rpn_bbox": 0.04559, "loss_cls": 0.19735, "acc": 92.98657, "loss_bbox": 0.24542, "loss_mask": 0.25435, "loss": 0.76175, "time": 0.8042}
{"mode": "train", "epoch": 4, "iter": 5050, "lr": 0.0001, "memory": 18874, "data_time": 0.05326, "loss_rpn_cls": 0.02082, "loss_rpn_bbox": 0.04806, "loss_cls": 0.19756, "acc": 92.85059, "loss_bbox": 0.24694, "loss_mask": 0.25678, "loss": 0.77016, "time": 0.82391}
{"mode": "train", "epoch": 4, "iter": 5100, "lr": 0.0001, "memory": 18874, "data_time": 0.05292, "loss_rpn_cls": 0.0205, "loss_rpn_bbox": 0.04849, "loss_cls": 0.19972, "acc": 92.73511, "loss_bbox": 0.25777, "loss_mask": 0.25793, "loss": 0.7844, "time": 0.81398}
{"mode": "train", "epoch": 4, "iter": 5150, "lr": 0.0001, "memory": 18874, "data_time": 0.05901, "loss_rpn_cls": 0.02404, "loss_rpn_bbox": 0.05031, "loss_cls": 0.21051, "acc": 92.4187, "loss_bbox": 0.26252, "loss_mask": 0.25549, "loss": 0.80286, "time": 0.81623}
{"mode": "train", "epoch": 4, "iter": 5200, "lr": 0.0001, "memory": 18874, "data_time": 0.05728, "loss_rpn_cls": 0.02182, "loss_rpn_bbox": 0.04796, "loss_cls": 0.206, "acc": 92.6687, "loss_bbox": 0.25545, "loss_mask": 0.2495, "loss": 0.78072, "time": 0.80583}
{"mode": "train", "epoch": 4, "iter": 5250, "lr": 0.0001, "memory": 18874, "data_time": 0.06746, "loss_rpn_cls": 0.02113, "loss_rpn_bbox": 0.04835, "loss_cls": 0.20345, "acc": 92.72705, "loss_bbox": 0.25066, "loss_mask": 0.2502, "loss": 0.7738, "time": 0.81484}
{"mode": "train", "epoch": 4, "iter": 5300, "lr": 0.0001, "memory": 18874, "data_time": 0.05586, "loss_rpn_cls": 0.02279, "loss_rpn_bbox": 0.04788, "loss_cls": 0.20087, "acc": 92.75903, "loss_bbox": 0.25388, "loss_mask": 0.25202, "loss": 0.77745, "time": 0.81136}
{"mode": "train", "epoch": 4, "iter": 5350, "lr": 0.0001, "memory": 18874, "data_time": 0.05888, "loss_rpn_cls": 0.02333, "loss_rpn_bbox": 0.04988, "loss_cls": 0.20008, "acc": 92.89697, "loss_bbox": 0.24794, "loss_mask": 0.24953, "loss": 0.77076, "time": 0.80563}
{"mode": "train", "epoch": 4, "iter": 5400, "lr": 0.0001, "memory": 18874, "data_time": 0.04756, "loss_rpn_cls": 0.02373, "loss_rpn_bbox": 0.05001, "loss_cls": 0.20044, "acc": 92.77588, "loss_bbox": 0.25408, "loss_mask": 0.25336, "loss": 0.78162, "time": 0.85346}
{"mode": "train", "epoch": 4, "iter": 5450, "lr": 0.0001, "memory": 18874, "data_time": 0.0578, "loss_rpn_cls": 0.02395, "loss_rpn_bbox": 0.05102, "loss_cls": 0.20942, "acc": 92.47217, "loss_bbox": 0.26055, "loss_mask": 0.2537, "loss": 0.79864, "time": 0.92533}
{"mode": "train", "epoch": 4, "iter": 5500, "lr": 0.0001, "memory": 18874, "data_time": 0.05368, "loss_rpn_cls": 0.02119, "loss_rpn_bbox": 0.04618, "loss_cls": 0.20018, "acc": 92.82739, "loss_bbox": 0.24729, "loss_mask": 0.24845, "loss": 0.76329, "time": 0.92854}
{"mode": "train", "epoch": 4, "iter": 5550, "lr": 0.0001, "memory": 18874, "data_time": 0.034, "loss_rpn_cls": 0.02349, "loss_rpn_bbox": 0.04586, "loss_cls": 0.19747, "acc": 92.92236, "loss_bbox": 0.24664, "loss_mask": 0.24047, "loss": 0.75392, "time": 0.85253}
{"mode": "train", "epoch": 4, "iter": 5600, "lr": 0.0001, "memory": 18874, "data_time": 0.04611, "loss_rpn_cls": 0.02352, "loss_rpn_bbox": 0.04658, "loss_cls": 0.19938, "acc": 93.03027, "loss_bbox": 0.23732, "loss_mask": 0.24596, "loss": 0.75275, "time": 0.81014}
{"mode": "train", "epoch": 4, "iter": 5650, "lr": 0.0001, "memory": 18874, "data_time": 0.04584, "loss_rpn_cls": 0.02395, "loss_rpn_bbox": 0.05107, "loss_cls": 0.20887, "acc": 92.4436, "loss_bbox": 0.25953, "loss_mask": 0.25438, "loss": 0.7978, "time": 0.82531}
{"mode": "train", "epoch": 4, "iter": 5700, "lr": 0.0001, "memory": 18874, "data_time": 0.05955, "loss_rpn_cls": 0.02393, "loss_rpn_bbox": 0.05108, "loss_cls": 0.2157, "acc": 92.28418, "loss_bbox": 0.26404, "loss_mask": 0.25243, "loss": 0.80718, "time": 0.80772}
{"mode": "train", "epoch": 4, "iter": 5750, "lr": 0.0001, "memory": 18874, "data_time": 0.04556, "loss_rpn_cls": 0.02215, "loss_rpn_bbox": 0.05016, "loss_cls": 0.20487, "acc": 92.71118, "loss_bbox": 0.25166, "loss_mask": 0.25052, "loss": 0.77937, "time": 0.84167}
{"mode": "train", "epoch": 4, "iter": 5800, "lr": 0.0001, "memory": 18874, "data_time": 0.04788, "loss_rpn_cls": 0.02135, "loss_rpn_bbox": 0.04917, "loss_cls": 0.20357, "acc": 92.65283, "loss_bbox": 0.25579, "loss_mask": 0.24918, "loss": 0.77907, "time": 0.81004}
{"mode": "train", "epoch": 4, "iter": 5850, "lr": 0.0001, "memory": 18874, "data_time": 0.07452, "loss_rpn_cls": 0.02106, "loss_rpn_bbox": 0.04637, "loss_cls": 0.20624, "acc": 92.61255, "loss_bbox": 0.25433, "loss_mask": 0.25147, "loss": 0.77947, "time": 0.85863}
{"mode": "train", "epoch": 4, "iter": 5900, "lr": 0.0001, "memory": 18874, "data_time": 0.07833, "loss_rpn_cls": 0.02215, "loss_rpn_bbox": 0.04745, "loss_cls": 0.19605, "acc": 93.01245, "loss_bbox": 0.24239, "loss_mask": 0.25084, "loss": 0.75889, "time": 0.81224}
{"mode": "train", "epoch": 4, "iter": 5950, "lr": 0.0001, "memory": 18874, "data_time": 0.05535, "loss_rpn_cls": 0.024, "loss_rpn_bbox": 0.05041, "loss_cls": 0.21197, "acc": 92.48218, "loss_bbox": 0.25977, "loss_mask": 0.2567, "loss": 0.80285, "time": 0.80281}
{"mode": "train", "epoch": 4, "iter": 6000, "lr": 0.0001, "memory": 18874, "data_time": 0.06131, "loss_rpn_cls": 0.02446, "loss_rpn_bbox": 0.04894, "loss_cls": 0.20029, "acc": 92.84839, "loss_bbox": 0.25126, "loss_mask": 0.24938, "loss": 0.77433, "time": 0.81049}
{"mode": "train", "epoch": 4, "iter": 6050, "lr": 0.0001, "memory": 18874, "data_time": 0.07101, "loss_rpn_cls": 0.02346, "loss_rpn_bbox": 0.05232, "loss_cls": 0.21082, "acc": 92.44946, "loss_bbox": 0.2603, "loss_mask": 0.2548, "loss": 0.8017, "time": 0.82036}
{"mode": "train", "epoch": 4, "iter": 6100, "lr": 0.0001, "memory": 18874, "data_time": 0.04836, "loss_rpn_cls": 0.02011, "loss_rpn_bbox": 0.04658, "loss_cls": 0.20039, "acc": 92.81396, "loss_bbox": 0.2517, "loss_mask": 0.24313, "loss": 0.76191, "time": 0.80857}
{"mode": "train", "epoch": 4, "iter": 6150, "lr": 0.0001, "memory": 18874, "data_time": 0.0543, "loss_rpn_cls": 0.02282, "loss_rpn_bbox": 0.05174, "loss_cls": 0.21291, "acc": 92.32227, "loss_bbox": 0.26048, "loss_mask": 0.25123, "loss": 0.79917, "time": 0.81363}
{"mode": "train", "epoch": 4, "iter": 6200, "lr": 0.0001, "memory": 18874, "data_time": 0.06414, "loss_rpn_cls": 0.02183, "loss_rpn_bbox": 0.04891, "loss_cls": 0.20008, "acc": 92.80322, "loss_bbox": 0.25341, "loss_mask": 0.24754, "loss": 0.77177, "time": 0.82092}
{"mode": "train", "epoch": 4, "iter": 6250, "lr": 0.0001, "memory": 18874, "data_time": 0.05163, "loss_rpn_cls": 0.02258, "loss_rpn_bbox": 0.04786, "loss_cls": 0.20038, "acc": 92.72925, "loss_bbox": 0.24892, "loss_mask": 0.24426, "loss": 0.76401, "time": 0.80249}
{"mode": "train", "epoch": 4, "iter": 6300, "lr": 0.0001, "memory": 18874, "data_time": 0.05541, "loss_rpn_cls": 0.02015, "loss_rpn_bbox": 0.04421, "loss_cls": 0.19643, "acc": 92.96655, "loss_bbox": 0.24372, "loss_mask": 0.24468, "loss": 0.74919, "time": 0.79858}
{"mode": "train", "epoch": 4, "iter": 6350, "lr": 0.0001, "memory": 18874, "data_time": 0.05522, "loss_rpn_cls": 0.02239, "loss_rpn_bbox": 0.04604, "loss_cls": 0.20341, "acc": 92.58081, "loss_bbox": 0.2556, "loss_mask": 0.25116, "loss": 0.7786, "time": 0.80785}
{"mode": "train", "epoch": 4, "iter": 6400, "lr": 0.0001, "memory": 18874, "data_time": 0.0547, "loss_rpn_cls": 0.02102, "loss_rpn_bbox": 0.04572, "loss_cls": 0.19294, "acc": 93.02661, "loss_bbox": 0.24599, "loss_mask": 0.24748, "loss": 0.75315, "time": 0.80742}
{"mode": "train", "epoch": 4, "iter": 6450, "lr": 0.0001, "memory": 18874, "data_time": 0.07401, "loss_rpn_cls": 0.022, "loss_rpn_bbox": 0.04764, "loss_cls": 0.2091, "acc": 92.51001, "loss_bbox": 0.2525, "loss_mask": 0.248, "loss": 0.77923, "time": 0.87684}
{"mode": "train", "epoch": 4, "iter": 6500, "lr": 0.0001, "memory": 18874, "data_time": 0.07309, "loss_rpn_cls": 0.02358, "loss_rpn_bbox": 0.0484, "loss_cls": 0.20172, "acc": 92.83838, "loss_bbox": 0.24831, "loss_mask": 0.24978, "loss": 0.77178, "time": 0.85239}
{"mode": "train", "epoch": 4, "iter": 6550, "lr": 0.0001, "memory": 18874, "data_time": 0.04546, "loss_rpn_cls": 0.02262, "loss_rpn_bbox": 0.04561, "loss_cls": 0.20549, "acc": 92.59888, "loss_bbox": 0.25172, "loss_mask": 0.25196, "loss": 0.7774, "time": 0.90347}
{"mode": "train", "epoch": 4, "iter": 6600, "lr": 0.0001, "memory": 18874, "data_time": 0.05958, "loss_rpn_cls": 0.02198, "loss_rpn_bbox": 0.04729, "loss_cls": 0.19512, "acc": 92.92358, "loss_bbox": 0.24711, "loss_mask": 0.24322, "loss": 0.75472, "time": 0.91004}
{"mode": "train", "epoch": 4, "iter": 6650, "lr": 0.0001, "memory": 18874, "data_time": 0.06513, "loss_rpn_cls": 0.02183, "loss_rpn_bbox": 0.05057, "loss_cls": 0.20957, "acc": 92.40991, "loss_bbox": 0.25938, "loss_mask": 0.24804, "loss": 0.78938, "time": 0.81629}
{"mode": "train", "epoch": 4, "iter": 6700, "lr": 0.0001, "memory": 18874, "data_time": 0.05343, "loss_rpn_cls": 0.02256, "loss_rpn_bbox": 0.04766, "loss_cls": 0.20035, "acc": 92.83813, "loss_bbox": 0.24555, "loss_mask": 0.24891, "loss": 0.76503, "time": 0.81583}
{"mode": "train", "epoch": 4, "iter": 6750, "lr": 0.0001, "memory": 18874, "data_time": 0.06047, "loss_rpn_cls": 0.0208, "loss_rpn_bbox": 0.04583, "loss_cls": 0.20204, "acc": 92.63428, "loss_bbox": 0.25577, "loss_mask": 0.24972, "loss": 0.77415, "time": 0.81071}
{"mode": "train", "epoch": 4, "iter": 6800, "lr": 0.0001, "memory": 18874, "data_time": 0.08524, "loss_rpn_cls": 0.02276, "loss_rpn_bbox": 0.04928, "loss_cls": 0.20386, "acc": 92.63989, "loss_bbox": 0.25082, "loss_mask": 0.25061, "loss": 0.77733, "time": 0.85577}
{"mode": "train", "epoch": 4, "iter": 6850, "lr": 0.0001, "memory": 18874, "data_time": 0.05418, "loss_rpn_cls": 0.02456, "loss_rpn_bbox": 0.05206, "loss_cls": 0.21418, "acc": 92.39648, "loss_bbox": 0.26218, "loss_mask": 0.2554, "loss": 0.80839, "time": 0.80225}
{"mode": "train", "epoch": 4, "iter": 6900, "lr": 0.0001, "memory": 18874, "data_time": 0.07442, "loss_rpn_cls": 0.02251, "loss_rpn_bbox": 0.04671, "loss_cls": 0.19768, "acc": 92.8064, "loss_bbox": 0.2422, "loss_mask": 0.24309, "loss": 0.75219, "time": 0.85151}
{"mode": "train", "epoch": 4, "iter": 6950, "lr": 0.0001, "memory": 18874, "data_time": 0.05794, "loss_rpn_cls": 0.02373, "loss_rpn_bbox": 0.04964, "loss_cls": 0.20833, "acc": 92.56445, "loss_bbox": 0.25451, "loss_mask": 0.25557, "loss": 0.79178, "time": 0.81592}
{"mode": "train", "epoch": 4, "iter": 7000, "lr": 0.0001, "memory": 18874, "data_time": 0.05908, "loss_rpn_cls": 0.02245, "loss_rpn_bbox": 0.04838, "loss_cls": 0.20434, "acc": 92.6792, "loss_bbox": 0.24916, "loss_mask": 0.24508, "loss": 0.76942, "time": 0.80204}
{"mode": "train", "epoch": 4, "iter": 7050, "lr": 0.0001, "memory": 18874, "data_time": 0.06943, "loss_rpn_cls": 0.02092, "loss_rpn_bbox": 0.04615, "loss_cls": 0.20594, "acc": 92.54785, "loss_bbox": 0.25561, "loss_mask": 0.25232, "loss": 0.78093, "time": 0.80804}
{"mode": "train", "epoch": 4, "iter": 7100, "lr": 0.0001, "memory": 18874, "data_time": 0.05345, "loss_rpn_cls": 0.02113, "loss_rpn_bbox": 0.04782, "loss_cls": 0.20189, "acc": 92.72144, "loss_bbox": 0.25288, "loss_mask": 0.24449, "loss": 0.76822, "time": 0.81425}
{"mode": "train", "epoch": 4, "iter": 7150, "lr": 0.0001, "memory": 18874, "data_time": 0.07235, "loss_rpn_cls": 0.02351, "loss_rpn_bbox": 0.04601, "loss_cls": 0.21096, "acc": 92.39917, "loss_bbox": 0.25683, "loss_mask": 0.25155, "loss": 0.78886, "time": 0.81381}
{"mode": "train", "epoch": 4, "iter": 7200, "lr": 0.0001, "memory": 18874, "data_time": 0.07539, "loss_rpn_cls": 0.02207, "loss_rpn_bbox": 0.04746, "loss_cls": 0.20703, "acc": 92.479, "loss_bbox": 0.25307, "loss_mask": 0.25438, "loss": 0.78402, "time": 0.82635}
{"mode": "train", "epoch": 4, "iter": 7250, "lr": 0.0001, "memory": 18874, "data_time": 0.04725, "loss_rpn_cls": 0.02064, "loss_rpn_bbox": 0.04509, "loss_cls": 0.19308, "acc": 93.01221, "loss_bbox": 0.24474, "loss_mask": 0.24196, "loss": 0.7455, "time": 0.8092}
{"mode": "train", "epoch": 4, "iter": 7300, "lr": 0.0001, "memory": 18874, "data_time": 0.06539, "loss_rpn_cls": 0.0216, "loss_rpn_bbox": 0.04732, "loss_cls": 0.20235, "acc": 92.77515, "loss_bbox": 0.24787, "loss_mask": 0.24904, "loss": 0.76819, "time": 0.81544}
{"mode": "val", "epoch": 4, "iter": 625, "lr": 0.0001, "bbox_mAP": 0.436, "bbox_mAP_50": 0.675, "bbox_mAP_75": 0.48, "bbox_mAP_s": 0.262, "bbox_mAP_m": 0.485, "bbox_mAP_l": 0.601, "bbox_mAP_copypaste": "0.436 0.675 0.480 0.262 0.485 0.601", "segm_mAP": 0.398, "segm_mAP_50": 0.642, "segm_mAP_75": 0.424, "segm_mAP_s": 0.181, "segm_mAP_m": 0.436, "segm_mAP_l": 0.619, "segm_mAP_copypaste": "0.398 0.642 0.424 0.181 0.436 0.619"}
{"mode": "train", "epoch": 5, "iter": 50, "lr": 0.0001, "memory": 18874, "data_time": 0.12537, "loss_rpn_cls": 0.01876, "loss_rpn_bbox": 0.0463, "loss_cls": 0.18492, "acc": 93.2854, "loss_bbox": 0.23722, "loss_mask": 0.23914, "loss": 0.72634, "time": 1.06732}
{"mode": "train", "epoch": 5, "iter": 100, "lr": 0.0001, "memory": 18874, "data_time": 0.06417, "loss_rpn_cls": 0.02049, "loss_rpn_bbox": 0.04482, "loss_cls": 0.19168, "acc": 93.04858, "loss_bbox": 0.24088, "loss_mask": 0.24571, "loss": 0.74359, "time": 0.8797}
{"mode": "train", "epoch": 5, "iter": 150, "lr": 0.0001, "memory": 18874, "data_time": 0.06747, "loss_rpn_cls": 0.02193, "loss_rpn_bbox": 0.04852, "loss_cls": 0.19474, "acc": 92.92456, "loss_bbox": 0.24552, "loss_mask": 0.24399, "loss": 0.75469, "time": 0.91285}
{"mode": "train", "epoch": 5, "iter": 200, "lr": 0.0001, "memory": 18874, "data_time": 0.05231, "loss_rpn_cls": 0.01966, "loss_rpn_bbox": 0.04457, "loss_cls": 0.18348, "acc": 93.37329, "loss_bbox": 0.22934, "loss_mask": 0.24219, "loss": 0.71924, "time": 0.81293}
{"mode": "train", "epoch": 5, "iter": 250, "lr": 0.0001, "memory": 18874, "data_time": 0.0574, "loss_rpn_cls": 0.01751, "loss_rpn_bbox": 0.04453, "loss_cls": 0.18693, "acc": 93.05713, "loss_bbox": 0.243, "loss_mask": 0.24626, "loss": 0.73822, "time": 0.81924}
{"mode": "train", "epoch": 5, "iter": 300, "lr": 0.0001, "memory": 18874, "data_time": 0.05803, "loss_rpn_cls": 0.01878, "loss_rpn_bbox": 0.04743, "loss_cls": 0.19779, "acc": 92.87573, "loss_bbox": 0.24913, "loss_mask": 0.24492, "loss": 0.75803, "time": 0.83039}
{"mode": "train", "epoch": 5, "iter": 350, "lr": 0.0001, "memory": 18874, "data_time": 0.06443, "loss_rpn_cls": 0.01985, "loss_rpn_bbox": 0.04509, "loss_cls": 0.19007, "acc": 93.10303, "loss_bbox": 0.2392, "loss_mask": 0.24469, "loss": 0.73891, "time": 0.80636}
{"mode": "train", "epoch": 5, "iter": 400, "lr": 0.0001, "memory": 18874, "data_time": 0.06222, "loss_rpn_cls": 0.01972, "loss_rpn_bbox": 0.04746, "loss_cls": 0.19628, "acc": 92.89209, "loss_bbox": 0.25141, "loss_mask": 0.24501, "loss": 0.75988, "time": 0.81142}
{"mode": "train", "epoch": 5, "iter": 450, "lr": 0.0001, "memory": 18874, "data_time": 0.06294, "loss_rpn_cls": 0.02, "loss_rpn_bbox": 0.04683, "loss_cls": 0.1929, "acc": 92.91943, "loss_bbox": 0.24797, "loss_mask": 0.24742, "loss": 0.75512, "time": 0.81065}
{"mode": "train", "epoch": 5, "iter": 500, "lr": 0.0001, "memory": 18874, "data_time": 0.05187, "loss_rpn_cls": 0.01994, "loss_rpn_bbox": 0.04739, "loss_cls": 0.19432, "acc": 92.86035, "loss_bbox": 0.24969, "loss_mask": 0.25223, "loss": 0.76357, "time": 0.81199}
{"mode": "train", "epoch": 5, "iter": 550, "lr": 0.0001, "memory": 18874, "data_time": 0.05897, "loss_rpn_cls": 0.01983, "loss_rpn_bbox": 0.04384, "loss_cls": 0.18857, "acc": 93.10718, "loss_bbox": 0.24352, "loss_mask": 0.24833, "loss": 0.74409, "time": 0.81256}
{"mode": "train", "epoch": 5, "iter": 600, "lr": 0.0001, "memory": 18874, "data_time": 0.04837, "loss_rpn_cls": 0.01779, "loss_rpn_bbox": 0.04556, "loss_cls": 0.18721, "acc": 93.08936, "loss_bbox": 0.2452, "loss_mask": 0.24464, "loss": 0.7404, "time": 0.80675}
{"mode": "train", "epoch": 5, "iter": 650, "lr": 0.0001, "memory": 18874, "data_time": 0.06218, "loss_rpn_cls": 0.02271, "loss_rpn_bbox": 0.04827, "loss_cls": 0.19713, "acc": 92.81836, "loss_bbox": 0.25311, "loss_mask": 0.25061, "loss": 0.77183, "time": 0.86968}
{"mode": "train", "epoch": 5, "iter": 700, "lr": 0.0001, "memory": 18874, "data_time": 0.06931, "loss_rpn_cls": 0.01953, "loss_rpn_bbox": 0.04688, "loss_cls": 0.19069, "acc": 93.08008, "loss_bbox": 0.24256, "loss_mask": 0.24303, "loss": 0.74269, "time": 0.80333}
{"mode": "train", "epoch": 5, "iter": 750, "lr": 0.0001, "memory": 18874, "data_time": 0.06013, "loss_rpn_cls": 0.02057, "loss_rpn_bbox": 0.0455, "loss_cls": 0.19818, "acc": 92.78516, "loss_bbox": 0.25351, "loss_mask": 0.24484, "loss": 0.76259, "time": 0.82055}
{"mode": "train", "epoch": 5, "iter": 800, "lr": 0.0001, "memory": 18874, "data_time": 0.05575, "loss_rpn_cls": 0.02235, "loss_rpn_bbox": 0.05152, "loss_cls": 0.20795, "acc": 92.44849, "loss_bbox": 0.26386, "loss_mask": 0.25195, "loss": 0.79763, "time": 0.82976}
{"mode": "train", "epoch": 5, "iter": 850, "lr": 0.0001, "memory": 18874, "data_time": 0.05091, "loss_rpn_cls": 0.02098, "loss_rpn_bbox": 0.05025, "loss_cls": 0.2042, "acc": 92.52393, "loss_bbox": 0.25838, "loss_mask": 0.24724, "loss": 0.78105, "time": 0.81532}
{"mode": "train", "epoch": 5, "iter": 900, "lr": 0.0001, "memory": 18874, "data_time": 0.06121, "loss_rpn_cls": 0.02382, "loss_rpn_bbox": 0.04955, "loss_cls": 0.20748, "acc": 92.45483, "loss_bbox": 0.26208, "loss_mask": 0.24996, "loss": 0.79289, "time": 0.82642}
{"mode": "train", "epoch": 5, "iter": 950, "lr": 0.0001, "memory": 18874, "data_time": 0.06346, "loss_rpn_cls": 0.02167, "loss_rpn_bbox": 0.0496, "loss_cls": 0.1995, "acc": 92.74463, "loss_bbox": 0.25398, "loss_mask": 0.24744, "loss": 0.77219, "time": 0.86963}
{"mode": "train", "epoch": 5, "iter": 1000, "lr": 0.0001, "memory": 18874, "data_time": 0.05668, "loss_rpn_cls": 0.01887, "loss_rpn_bbox": 0.04473, "loss_cls": 0.18844, "acc": 93.14966, "loss_bbox": 0.23959, "loss_mask": 0.23834, "loss": 0.72997, "time": 0.80766}
{"mode": "train", "epoch": 5, "iter": 1050, "lr": 0.0001, "memory": 18874, "data_time": 0.04533, "loss_rpn_cls": 0.01831, "loss_rpn_bbox": 0.0452, "loss_cls": 0.20096, "acc": 92.71411, "loss_bbox": 0.25446, "loss_mask": 0.24652, "loss": 0.76546, "time": 0.86933}
{"mode": "train", "epoch": 5, "iter": 1100, "lr": 0.0001, "memory": 18874, "data_time": 0.05393, "loss_rpn_cls": 0.01876, "loss_rpn_bbox": 0.04472, "loss_cls": 0.19184, "acc": 93.04126, "loss_bbox": 0.24389, "loss_mask": 0.23791, "loss": 0.73712, "time": 0.86015}
{"mode": "train", "epoch": 5, "iter": 1150, "lr": 0.0001, "memory": 18874, "data_time": 0.06527, "loss_rpn_cls": 0.01992, "loss_rpn_bbox": 0.04666, "loss_cls": 0.19988, "acc": 92.8374, "loss_bbox": 0.25106, "loss_mask": 0.24647, "loss": 0.76399, "time": 0.87039}
{"mode": "train", "epoch": 5, "iter": 1200, "lr": 0.0001, "memory": 18874, "data_time": 0.06351, "loss_rpn_cls": 0.02005, "loss_rpn_bbox": 0.04478, "loss_cls": 0.18915, "acc": 93.19995, "loss_bbox": 0.24037, "loss_mask": 0.24254, "loss": 0.7369, "time": 0.85066}
{"mode": "train", "epoch": 5, "iter": 1250, "lr": 0.0001, "memory": 18874, "data_time": 0.05729, "loss_rpn_cls": 0.01961, "loss_rpn_bbox": 0.04715, "loss_cls": 0.1981, "acc": 92.79492, "loss_bbox": 0.2486, "loss_mask": 0.24683, "loss": 0.76029, "time": 0.87322}
{"mode": "train", "epoch": 5, "iter": 1300, "lr": 0.0001, "memory": 18874, "data_time": 0.07588, "loss_rpn_cls": 0.02079, "loss_rpn_bbox": 0.04638, "loss_cls": 0.19672, "acc": 92.77051, "loss_bbox": 0.25101, "loss_mask": 0.24573, "loss": 0.76063, "time": 0.82211}
{"mode": "train", "epoch": 5, "iter": 1350, "lr": 0.0001, "memory": 18874, "data_time": 0.05601, "loss_rpn_cls": 0.02096, "loss_rpn_bbox": 0.04772, "loss_cls": 0.18502, "acc": 93.33081, "loss_bbox": 0.23577, "loss_mask": 0.24348, "loss": 0.73296, "time": 0.85725}
{"mode": "train", "epoch": 5, "iter": 1400, "lr": 0.0001, "memory": 18874, "data_time": 0.04764, "loss_rpn_cls": 0.01905, "loss_rpn_bbox": 0.04567, "loss_cls": 0.18779, "acc": 93.29517, "loss_bbox": 0.23598, "loss_mask": 0.23716, "loss": 0.72566, "time": 0.81211}
{"mode": "train", "epoch": 5, "iter": 1450, "lr": 0.0001, "memory": 18874, "data_time": 0.05069, "loss_rpn_cls": 0.01852, "loss_rpn_bbox": 0.04446, "loss_cls": 0.18523, "acc": 93.14917, "loss_bbox": 0.23788, "loss_mask": 0.23641, "loss": 0.72251, "time": 0.79851}
{"mode": "train", "epoch": 5, "iter": 1500, "lr": 0.0001, "memory": 18874, "data_time": 0.05224, "loss_rpn_cls": 0.01984, "loss_rpn_bbox": 0.04721, "loss_cls": 0.19504, "acc": 92.91724, "loss_bbox": 0.2477, "loss_mask": 0.24512, "loss": 0.75492, "time": 0.81848}
{"mode": "train", "epoch": 5, "iter": 1550, "lr": 0.0001, "memory": 18874, "data_time": 0.05779, "loss_rpn_cls": 0.02113, "loss_rpn_bbox": 0.0463, "loss_cls": 0.1992, "acc": 92.84424, "loss_bbox": 0.24948, "loss_mask": 0.2468, "loss": 0.76291, "time": 0.80956}
{"mode": "train", "epoch": 5, "iter": 1600, "lr": 0.0001, "memory": 18874, "data_time": 0.06232, "loss_rpn_cls": 0.02032, "loss_rpn_bbox": 0.04621, "loss_cls": 0.19382, "acc": 92.94238, "loss_bbox": 0.24291, "loss_mask": 0.24448, "loss": 0.74774, "time": 0.81487}
{"mode": "train", "epoch": 5, "iter": 1650, "lr": 0.0001, "memory": 18874, "data_time": 0.06554, "loss_rpn_cls": 0.01931, "loss_rpn_bbox": 0.04635, "loss_cls": 0.19244, "acc": 93.07446, "loss_bbox": 0.24578, "loss_mask": 0.24471, "loss": 0.74859, "time": 0.81499}
{"mode": "train", "epoch": 5, "iter": 1700, "lr": 0.0001, "memory": 18874, "data_time": 0.04692, "loss_rpn_cls": 0.02117, "loss_rpn_bbox": 0.04589, "loss_cls": 0.1908, "acc": 93.1853, "loss_bbox": 0.23736, "loss_mask": 0.2344, "loss": 0.72963, "time": 0.90422}
{"mode": "train", "epoch": 5, "iter": 1750, "lr": 0.0001, "memory": 18874, "data_time": 0.05593, "loss_rpn_cls": 0.02028, "loss_rpn_bbox": 0.047, "loss_cls": 0.19092, "acc": 93.15649, "loss_bbox": 0.23963, "loss_mask": 0.24039, "loss": 0.73822, "time": 0.82782}
{"mode": "train", "epoch": 5, "iter": 1800, "lr": 0.0001, "memory": 18874, "data_time": 0.05891, "loss_rpn_cls": 0.02066, "loss_rpn_bbox": 0.04843, "loss_cls": 0.19521, "acc": 92.96655, "loss_bbox": 0.24409, "loss_mask": 0.24568, "loss": 0.75407, "time": 0.81775}
{"mode": "train", "epoch": 5, "iter": 1850, "lr": 0.0001, "memory": 18874, "data_time": 0.06207, "loss_rpn_cls": 0.02088, "loss_rpn_bbox": 0.04817, "loss_cls": 0.19931, "acc": 92.79712, "loss_bbox": 0.25022, "loss_mask": 0.24504, "loss": 0.76362, "time": 0.81687}
{"mode": "train", "epoch": 5, "iter": 1900, "lr": 0.0001, "memory": 18874, "data_time": 0.06133, "loss_rpn_cls": 0.02171, "loss_rpn_bbox": 0.04885, "loss_cls": 0.19673, "acc": 92.87134, "loss_bbox": 0.2426, "loss_mask": 0.2473, "loss": 0.75718, "time": 0.80927}
{"mode": "train", "epoch": 5, "iter": 1950, "lr": 0.0001, "memory": 18874, "data_time": 0.0484, "loss_rpn_cls": 0.01991, "loss_rpn_bbox": 0.04338, "loss_cls": 0.18507, "acc": 93.44019, "loss_bbox": 0.23246, "loss_mask": 0.23995, "loss": 0.72076, "time": 0.80243}
{"mode": "train", "epoch": 5, "iter": 2000, "lr": 0.0001, "memory": 18874, "data_time": 0.05009, "loss_rpn_cls": 0.02014, "loss_rpn_bbox": 0.04738, "loss_cls": 0.18931, "acc": 93.01392, "loss_bbox": 0.24734, "loss_mask": 0.24484, "loss": 0.74901, "time": 0.87276}
{"mode": "train", "epoch": 5, "iter": 2050, "lr": 0.0001, "memory": 18874, "data_time": 0.06304, "loss_rpn_cls": 0.02053, "loss_rpn_bbox": 0.04709, "loss_cls": 0.20177, "acc": 92.56055, "loss_bbox": 0.25046, "loss_mask": 0.23994, "loss": 0.75979, "time": 0.81046}
{"mode": "train", "epoch": 5, "iter": 2100, "lr": 0.0001, "memory": 18874, "data_time": 0.06027, "loss_rpn_cls": 0.02171, "loss_rpn_bbox": 0.04991, "loss_cls": 0.20747, "acc": 92.41919, "loss_bbox": 0.26118, "loss_mask": 0.2526, "loss": 0.79287, "time": 0.8715}
{"mode": "train", "epoch": 5, "iter": 2150, "lr": 0.0001, "memory": 18874, "data_time": 0.06012, "loss_rpn_cls": 0.01909, "loss_rpn_bbox": 0.04738, "loss_cls": 0.20039, "acc": 92.72461, "loss_bbox": 0.25436, "loss_mask": 0.24965, "loss": 0.77088, "time": 0.86631}
{"mode": "train", "epoch": 5, "iter": 2200, "lr": 0.0001, "memory": 18874, "data_time": 0.05225, "loss_rpn_cls": 0.01927, "loss_rpn_bbox": 0.04463, "loss_cls": 0.18889, "acc": 93.1106, "loss_bbox": 0.23921, "loss_mask": 0.24187, "loss": 0.73387, "time": 0.87468}
{"mode": "train", "epoch": 5, "iter": 2250, "lr": 0.0001, "memory": 18874, "data_time": 0.06395, "loss_rpn_cls": 0.02004, "loss_rpn_bbox": 0.04505, "loss_cls": 0.19206, "acc": 93.02002, "loss_bbox": 0.24357, "loss_mask": 0.24349, "loss": 0.74421, "time": 0.85792}
{"mode": "train", "epoch": 5, "iter": 2300, "lr": 0.0001, "memory": 18874, "data_time": 0.04826, "loss_rpn_cls": 0.02028, "loss_rpn_bbox": 0.04389, "loss_cls": 0.19482, "acc": 92.96143, "loss_bbox": 0.24765, "loss_mask": 0.24405, "loss": 0.75068, "time": 0.86375}
{"mode": "train", "epoch": 5, "iter": 2350, "lr": 0.0001, "memory": 18874, "data_time": 0.07139, "loss_rpn_cls": 0.02239, "loss_rpn_bbox": 0.04952, "loss_cls": 0.20377, "acc": 92.4856, "loss_bbox": 0.25504, "loss_mask": 0.24542, "loss": 0.77614, "time": 0.82908}
{"mode": "train", "epoch": 5, "iter": 2400, "lr": 0.0001, "memory": 18874, "data_time": 0.05578, "loss_rpn_cls": 0.01877, "loss_rpn_bbox": 0.04454, "loss_cls": 0.20184, "acc": 92.45093, "loss_bbox": 0.25348, "loss_mask": 0.2428, "loss": 0.76142, "time": 0.84684}
{"mode": "train", "epoch": 5, "iter": 2450, "lr": 0.0001, "memory": 18874, "data_time": 0.05695, "loss_rpn_cls": 0.01901, "loss_rpn_bbox": 0.04401, "loss_cls": 0.19155, "acc": 92.94214, "loss_bbox": 0.24797, "loss_mask": 0.24363, "loss": 0.74617, "time": 0.81802}
{"mode": "train", "epoch": 5, "iter": 2500, "lr": 0.0001, "memory": 18874, "data_time": 0.05734, "loss_rpn_cls": 0.01964, "loss_rpn_bbox": 0.04391, "loss_cls": 0.19351, "acc": 92.96143, "loss_bbox": 0.24241, "loss_mask": 0.24209, "loss": 0.74156, "time": 0.80651}
{"mode": "train", "epoch": 5, "iter": 2550, "lr": 0.0001, "memory": 18874, "data_time": 0.04852, "loss_rpn_cls": 0.01791, "loss_rpn_bbox": 0.04403, "loss_cls": 0.18414, "acc": 93.22729, "loss_bbox": 0.23515, "loss_mask": 0.24094, "loss": 0.72218, "time": 0.80149}
{"mode": "train", "epoch": 5, "iter": 2600, "lr": 0.0001, "memory": 18874, "data_time": 0.0659, "loss_rpn_cls": 0.02096, "loss_rpn_bbox": 0.04928, "loss_cls": 0.19729, "acc": 92.85449, "loss_bbox": 0.25291, "loss_mask": 0.24729, "loss": 0.76773, "time": 0.82367}
{"mode": "train", "epoch": 5, "iter": 2650, "lr": 0.0001, "memory": 18874, "data_time": 0.05209, "loss_rpn_cls": 0.01858, "loss_rpn_bbox": 0.04562, "loss_cls": 0.19885, "acc": 92.74219, "loss_bbox": 0.251, "loss_mask": 0.24713, "loss": 0.76118, "time": 0.8217}
{"mode": "train", "epoch": 5, "iter": 2700, "lr": 0.0001, "memory": 18874, "data_time": 0.05927, "loss_rpn_cls": 0.01796, "loss_rpn_bbox": 0.04474, "loss_cls": 0.18513, "acc": 93.33691, "loss_bbox": 0.23286, "loss_mask": 0.24067, "loss": 0.72136, "time": 0.81977}
{"mode": "train", "epoch": 5, "iter": 2750, "lr": 0.0001, "memory": 18874, "data_time": 0.05152, "loss_rpn_cls": 0.02099, "loss_rpn_bbox": 0.04427, "loss_cls": 0.19365, "acc": 92.92847, "loss_bbox": 0.24405, "loss_mask": 0.24241, "loss": 0.74537, "time": 0.85705}
{"mode": "train", "epoch": 5, "iter": 2800, "lr": 0.0001, "memory": 18874, "data_time": 0.05689, "loss_rpn_cls": 0.01969, "loss_rpn_bbox": 0.04427, "loss_cls": 0.18881, "acc": 93.08398, "loss_bbox": 0.24152, "loss_mask": 0.2354, "loss": 0.72969, "time": 0.81069}
{"mode": "train", "epoch": 5, "iter": 2850, "lr": 0.0001, "memory": 18874, "data_time": 0.05027, "loss_rpn_cls": 0.01979, "loss_rpn_bbox": 0.04564, "loss_cls": 0.18991, "acc": 93.18604, "loss_bbox": 0.23756, "loss_mask": 0.24454, "loss": 0.73745, "time": 0.80513}
{"mode": "train", "epoch": 5, "iter": 2900, "lr": 0.0001, "memory": 18874, "data_time": 0.0524, "loss_rpn_cls": 0.02078, "loss_rpn_bbox": 0.04517, "loss_cls": 0.199, "acc": 92.81738, "loss_bbox": 0.24814, "loss_mask": 0.24798, "loss": 0.76107, "time": 0.81181}
{"mode": "train", "epoch": 5, "iter": 2950, "lr": 0.0001, "memory": 18874, "data_time": 0.05577, "loss_rpn_cls": 0.01997, "loss_rpn_bbox": 0.04705, "loss_cls": 0.1997, "acc": 92.77148, "loss_bbox": 0.24527, "loss_mask": 0.24395, "loss": 0.75593, "time": 0.82593}
{"mode": "train", "epoch": 5, "iter": 3000, "lr": 0.0001, "memory": 18874, "data_time": 0.05361, "loss_rpn_cls": 0.02007, "loss_rpn_bbox": 0.04798, "loss_cls": 0.19194, "acc": 93.03149, "loss_bbox": 0.24411, "loss_mask": 0.24815, "loss": 0.75225, "time": 0.80851}
{"mode": "train", "epoch": 5, "iter": 3050, "lr": 0.0001, "memory": 18874, "data_time": 0.06238, "loss_rpn_cls": 0.02045, "loss_rpn_bbox": 0.0473, "loss_cls": 0.18646, "acc": 93.11255, "loss_bbox": 0.23965, "loss_mask": 0.24336, "loss": 0.73721, "time": 0.85713}
{"mode": "train", "epoch": 5, "iter": 3100, "lr": 0.0001, "memory": 18874, "data_time": 0.06789, "loss_rpn_cls": 0.02, "loss_rpn_bbox": 0.04778, "loss_cls": 0.19227, "acc": 93.04272, "loss_bbox": 0.24638, "loss_mask": 0.24851, "loss": 0.75494, "time": 0.82874}
{"mode": "train", "epoch": 5, "iter": 3150, "lr": 0.0001, "memory": 18874, "data_time": 0.04701, "loss_rpn_cls": 0.02104, "loss_rpn_bbox": 0.04874, "loss_cls": 0.18979, "acc": 93.19727, "loss_bbox": 0.23615, "loss_mask": 0.2399, "loss": 0.73561, "time": 0.85913}
{"mode": "train", "epoch": 5, "iter": 3200, "lr": 0.0001, "memory": 18874, "data_time": 0.05543, "loss_rpn_cls": 0.01908, "loss_rpn_bbox": 0.04206, "loss_cls": 0.18933, "acc": 93.13184, "loss_bbox": 0.24112, "loss_mask": 0.2464, "loss": 0.73798, "time": 0.85074}
{"mode": "train", "epoch": 5, "iter": 3250, "lr": 0.0001, "memory": 18874, "data_time": 0.06569, "loss_rpn_cls": 0.02324, "loss_rpn_bbox": 0.04932, "loss_cls": 0.19901, "acc": 92.70825, "loss_bbox": 0.24903, "loss_mask": 0.24948, "loss": 0.77009, "time": 0.8906}
{"mode": "train", "epoch": 5, "iter": 3300, "lr": 0.0001, "memory": 18874, "data_time": 0.06039, "loss_rpn_cls": 0.02036, "loss_rpn_bbox": 0.04767, "loss_cls": 0.19698, "acc": 92.94751, "loss_bbox": 0.24935, "loss_mask": 0.24575, "loss": 0.76011, "time": 0.8668}
{"mode": "train", "epoch": 5, "iter": 3350, "lr": 0.0001, "memory": 18874, "data_time": 0.04637, "loss_rpn_cls": 0.01747, "loss_rpn_bbox": 0.04193, "loss_cls": 0.17419, "acc": 93.71509, "loss_bbox": 0.22037, "loss_mask": 0.23801, "loss": 0.69198, "time": 0.83859}
{"mode": "train", "epoch": 5, "iter": 3400, "lr": 0.0001, "memory": 18874, "data_time": 0.04816, "loss_rpn_cls": 0.01975, "loss_rpn_bbox": 0.04909, "loss_cls": 0.1931, "acc": 92.93994, "loss_bbox": 0.24862, "loss_mask": 0.24597, "loss": 0.75652, "time": 0.8199}
{"mode": "train", "epoch": 5, "iter": 3450, "lr": 0.0001, "memory": 18874, "data_time": 0.0548, "loss_rpn_cls": 0.01779, "loss_rpn_bbox": 0.04315, "loss_cls": 0.17957, "acc": 93.40967, "loss_bbox": 0.23372, "loss_mask": 0.24396, "loss": 0.7182, "time": 0.85331}
{"mode": "train", "epoch": 5, "iter": 3500, "lr": 0.0001, "memory": 18874, "data_time": 0.06608, "loss_rpn_cls": 0.01925, "loss_rpn_bbox": 0.04451, "loss_cls": 0.1888, "acc": 93.18896, "loss_bbox": 0.23574, "loss_mask": 0.24526, "loss": 0.73356, "time": 0.81513}
{"mode": "train", "epoch": 5, "iter": 3550, "lr": 0.0001, "memory": 18874, "data_time": 0.0572, "loss_rpn_cls": 0.02281, "loss_rpn_bbox": 0.04887, "loss_cls": 0.20007, "acc": 92.63013, "loss_bbox": 0.25622, "loss_mask": 0.25571, "loss": 0.78368, "time": 0.81718}
{"mode": "train", "epoch": 5, "iter": 3600, "lr": 0.0001, "memory": 18874, "data_time": 0.05892, "loss_rpn_cls": 0.01984, "loss_rpn_bbox": 0.04661, "loss_cls": 0.19522, "acc": 92.80322, "loss_bbox": 0.24887, "loss_mask": 0.24368, "loss": 0.75422, "time": 0.82543}
{"mode": "train", "epoch": 5, "iter": 3650, "lr": 0.0001, "memory": 18874, "data_time": 0.04759, "loss_rpn_cls": 0.01904, "loss_rpn_bbox": 0.04351, "loss_cls": 0.18634, "acc": 93.13623, "loss_bbox": 0.23998, "loss_mask": 0.2448, "loss": 0.73367, "time": 0.80458}
{"mode": "train", "epoch": 5, "iter": 3700, "lr": 0.0001, "memory": 18874, "data_time": 0.05251, "loss_rpn_cls": 0.01985, "loss_rpn_bbox": 0.04663, "loss_cls": 0.19407, "acc": 92.9624, "loss_bbox": 0.24255, "loss_mask": 0.24777, "loss": 0.75085, "time": 0.82033}
{"mode": "train", "epoch": 5, "iter": 3750, "lr": 0.0001, "memory": 18874, "data_time": 0.05881, "loss_rpn_cls": 0.02358, "loss_rpn_bbox": 0.04676, "loss_cls": 0.1933, "acc": 92.94971, "loss_bbox": 0.24161, "loss_mask": 0.24211, "loss": 0.74736, "time": 0.80752}
{"mode": "train", "epoch": 5, "iter": 3800, "lr": 0.0001, "memory": 18874, "data_time": 0.05633, "loss_rpn_cls": 0.01995, "loss_rpn_bbox": 0.04751, "loss_cls": 0.19138, "acc": 93.08423, "loss_bbox": 0.23963, "loss_mask": 0.2398, "loss": 0.73826, "time": 0.82112}
{"mode": "train", "epoch": 5, "iter": 3850, "lr": 0.0001, "memory": 18874, "data_time": 0.04936, "loss_rpn_cls": 0.01937, "loss_rpn_bbox": 0.04853, "loss_cls": 0.19063, "acc": 93.08472, "loss_bbox": 0.23947, "loss_mask": 0.24725, "loss": 0.74526, "time": 0.85548}
{"mode": "train", "epoch": 5, "iter": 3900, "lr": 0.0001, "memory": 18874, "data_time": 0.05817, "loss_rpn_cls": 0.01984, "loss_rpn_bbox": 0.04567, "loss_cls": 0.20187, "acc": 92.65649, "loss_bbox": 0.2533, "loss_mask": 0.24479, "loss": 0.76546, "time": 0.81244}
{"mode": "train", "epoch": 5, "iter": 3950, "lr": 0.0001, "memory": 18874, "data_time": 0.04928, "loss_rpn_cls": 0.02092, "loss_rpn_bbox": 0.045, "loss_cls": 0.19598, "acc": 92.80103, "loss_bbox": 0.24913, "loss_mask": 0.24326, "loss": 0.7543, "time": 0.81098}
{"mode": "train", "epoch": 5, "iter": 4000, "lr": 0.0001, "memory": 18874, "data_time": 0.05069, "loss_rpn_cls": 0.02218, "loss_rpn_bbox": 0.0486, "loss_cls": 0.1974, "acc": 92.88184, "loss_bbox": 0.24225, "loss_mask": 0.24954, "loss": 0.75997, "time": 0.82182}
{"mode": "train", "epoch": 5, "iter": 4050, "lr": 0.0001, "memory": 18874, "data_time": 0.05948, "loss_rpn_cls": 0.01986, "loss_rpn_bbox": 0.04543, "loss_cls": 0.19035, "acc": 93.0752, "loss_bbox": 0.23939, "loss_mask": 0.23992, "loss": 0.73495, "time": 0.8089}
{"mode": "train", "epoch": 5, "iter": 4100, "lr": 0.0001, "memory": 18874, "data_time": 0.06251, "loss_rpn_cls": 0.02047, "loss_rpn_bbox": 0.0467, "loss_cls": 0.20022, "acc": 92.70532, "loss_bbox": 0.24786, "loss_mask": 0.24053, "loss": 0.75578, "time": 0.86941}
{"mode": "train", "epoch": 5, "iter": 4150, "lr": 0.0001, "memory": 18874, "data_time": 0.05635, "loss_rpn_cls": 0.02036, "loss_rpn_bbox": 0.04892, "loss_cls": 0.20286, "acc": 92.63379, "loss_bbox": 0.25484, "loss_mask": 0.246, "loss": 0.77297, "time": 0.81756}
{"mode": "train", "epoch": 5, "iter": 4200, "lr": 0.0001, "memory": 18874, "data_time": 0.04475, "loss_rpn_cls": 0.01996, "loss_rpn_bbox": 0.04933, "loss_cls": 0.20142, "acc": 92.69165, "loss_bbox": 0.25262, "loss_mask": 0.25127, "loss": 0.7746, "time": 0.86719}
{"mode": "train", "epoch": 5, "iter": 4250, "lr": 0.0001, "memory": 18874, "data_time": 0.05415, "loss_rpn_cls": 0.02304, "loss_rpn_bbox": 0.04957, "loss_cls": 0.19404, "acc": 92.99414, "loss_bbox": 0.24213, "loss_mask": 0.24282, "loss": 0.75159, "time": 0.86744}
{"mode": "train", "epoch": 5, "iter": 4300, "lr": 0.0001, "memory": 18874, "data_time": 0.05503, "loss_rpn_cls": 0.01985, "loss_rpn_bbox": 0.04776, "loss_cls": 0.19981, "acc": 92.7334, "loss_bbox": 0.25503, "loss_mask": 0.24768, "loss": 0.77014, "time": 0.86505}
{"mode": "train", "epoch": 5, "iter": 4350, "lr": 0.0001, "memory": 18874, "data_time": 0.06304, "loss_rpn_cls": 0.02118, "loss_rpn_bbox": 0.04599, "loss_cls": 0.19087, "acc": 93.0647, "loss_bbox": 0.24515, "loss_mask": 0.24282, "loss": 0.74601, "time": 0.86285}
{"mode": "train", "epoch": 5, "iter": 4400, "lr": 0.0001, "memory": 18874, "data_time": 0.07232, "loss_rpn_cls": 0.02156, "loss_rpn_bbox": 0.04528, "loss_cls": 0.19568, "acc": 92.94922, "loss_bbox": 0.2442, "loss_mask": 0.24455, "loss": 0.75125, "time": 0.86314}
{"mode": "train", "epoch": 5, "iter": 4450, "lr": 0.0001, "memory": 18874, "data_time": 0.06826, "loss_rpn_cls": 0.02175, "loss_rpn_bbox": 0.04792, "loss_cls": 0.20486, "acc": 92.52075, "loss_bbox": 0.25281, "loss_mask": 0.24923, "loss": 0.77657, "time": 0.82146}
{"mode": "train", "epoch": 5, "iter": 4500, "lr": 0.0001, "memory": 18874, "data_time": 0.05692, "loss_rpn_cls": 0.02032, "loss_rpn_bbox": 0.04628, "loss_cls": 0.19283, "acc": 93.08398, "loss_bbox": 0.23782, "loss_mask": 0.237, "loss": 0.73425, "time": 0.85359}
{"mode": "train", "epoch": 5, "iter": 4550, "lr": 0.0001, "memory": 18874, "data_time": 0.05284, "loss_rpn_cls": 0.02131, "loss_rpn_bbox": 0.04732, "loss_cls": 0.19334, "acc": 92.89111, "loss_bbox": 0.24575, "loss_mask": 0.24484, "loss": 0.75257, "time": 0.8074}
{"mode": "train", "epoch": 5, "iter": 4600, "lr": 0.0001, "memory": 18874, "data_time": 0.05926, "loss_rpn_cls": 0.02071, "loss_rpn_bbox": 0.05049, "loss_cls": 0.20215, "acc": 92.66772, "loss_bbox": 0.25299, "loss_mask": 0.25211, "loss": 0.77845, "time": 0.82586}
{"mode": "train", "epoch": 5, "iter": 4650, "lr": 0.0001, "memory": 18874, "data_time": 0.05514, "loss_rpn_cls": 0.01971, "loss_rpn_bbox": 0.04271, "loss_cls": 0.18443, "acc": 93.30859, "loss_bbox": 0.2305, "loss_mask": 0.24066, "loss": 0.71801, "time": 0.80075}
{"mode": "train", "epoch": 5, "iter": 4700, "lr": 0.0001, "memory": 18874, "data_time": 0.06695, "loss_rpn_cls": 0.01961, "loss_rpn_bbox": 0.04837, "loss_cls": 0.19169, "acc": 92.95605, "loss_bbox": 0.24369, "loss_mask": 0.24191, "loss": 0.74527, "time": 0.80848}
{"mode": "train", "epoch": 5, "iter": 4750, "lr": 0.0001, "memory": 18874, "data_time": 0.0778, "loss_rpn_cls": 0.01965, "loss_rpn_bbox": 0.04675, "loss_cls": 0.19934, "acc": 92.79614, "loss_bbox": 0.24909, "loss_mask": 0.246, "loss": 0.76083, "time": 0.82169}
{"mode": "train", "epoch": 5, "iter": 4800, "lr": 0.0001, "memory": 18874, "data_time": 0.06399, "loss_rpn_cls": 0.02186, "loss_rpn_bbox": 0.0472, "loss_cls": 0.19501, "acc": 92.97803, "loss_bbox": 0.2496, "loss_mask": 0.2425, "loss": 0.75617, "time": 0.82862}
{"mode": "train", "epoch": 5, "iter": 4850, "lr": 0.0001, "memory": 18874, "data_time": 0.07127, "loss_rpn_cls": 0.01989, "loss_rpn_bbox": 0.04761, "loss_cls": 0.19516, "acc": 92.84351, "loss_bbox": 0.25239, "loss_mask": 0.24487, "loss": 0.75993, "time": 0.81922}
{"mode": "train", "epoch": 5, "iter": 4900, "lr": 0.0001, "memory": 18874, "data_time": 0.05653, "loss_rpn_cls": 0.02022, "loss_rpn_bbox": 0.04565, "loss_cls": 0.19481, "acc": 92.91943, "loss_bbox": 0.24419, "loss_mask": 0.246, "loss": 0.75086, "time": 0.86501}
{"mode": "train", "epoch": 5, "iter": 4950, "lr": 0.0001, "memory": 18874, "data_time": 0.0562, "loss_rpn_cls": 0.01944, "loss_rpn_bbox": 0.04836, "loss_cls": 0.19625, "acc": 92.90918, "loss_bbox": 0.24477, "loss_mask": 0.24024, "loss": 0.74905, "time": 0.81505}
{"mode": "train", "epoch": 5, "iter": 5000, "lr": 0.0001, "memory": 18874, "data_time": 0.05518, "loss_rpn_cls": 0.02223, "loss_rpn_bbox": 0.04567, "loss_cls": 0.18933, "acc": 93.13306, "loss_bbox": 0.23385, "loss_mask": 0.23744, "loss": 0.72852, "time": 0.82387}
{"mode": "train", "epoch": 5, "iter": 5050, "lr": 0.0001, "memory": 18874, "data_time": 0.06066, "loss_rpn_cls": 0.01937, "loss_rpn_bbox": 0.04645, "loss_cls": 0.19479, "acc": 92.86133, "loss_bbox": 0.24454, "loss_mask": 0.24034, "loss": 0.74549, "time": 0.81069}
{"mode": "train", "epoch": 5, "iter": 5100, "lr": 0.0001, "memory": 18874, "data_time": 0.05888, "loss_rpn_cls": 0.02154, "loss_rpn_bbox": 0.04628, "loss_cls": 0.19749, "acc": 92.77563, "loss_bbox": 0.24845, "loss_mask": 0.24079, "loss": 0.75454, "time": 0.81093}
{"mode": "train", "epoch": 5, "iter": 5150, "lr": 0.0001, "memory": 18874, "data_time": 0.06589, "loss_rpn_cls": 0.0193, "loss_rpn_bbox": 0.04635, "loss_cls": 0.19248, "acc": 93.04883, "loss_bbox": 0.24378, "loss_mask": 0.24398, "loss": 0.74589, "time": 0.87025}
{"mode": "train", "epoch": 5, "iter": 5200, "lr": 0.0001, "memory": 18874, "data_time": 0.06509, "loss_rpn_cls": 0.02139, "loss_rpn_bbox": 0.04599, "loss_cls": 0.19634, "acc": 92.8147, "loss_bbox": 0.24651, "loss_mask": 0.24792, "loss": 0.75815, "time": 0.8194}
{"mode": "train", "epoch": 5, "iter": 5250, "lr": 0.0001, "memory": 18874, "data_time": 0.04812, "loss_rpn_cls": 0.02115, "loss_rpn_bbox": 0.04933, "loss_cls": 0.1981, "acc": 92.93701, "loss_bbox": 0.24255, "loss_mask": 0.24985, "loss": 0.76097, "time": 0.82492}
{"mode": "train", "epoch": 5, "iter": 5300, "lr": 0.0001, "memory": 18874, "data_time": 0.06817, "loss_rpn_cls": 0.02079, "loss_rpn_bbox": 0.04528, "loss_cls": 0.19975, "acc": 92.79565, "loss_bbox": 0.24974, "loss_mask": 0.24718, "loss": 0.76273, "time": 0.89963}
{"mode": "train", "epoch": 5, "iter": 5350, "lr": 0.0001, "memory": 18874, "data_time": 0.06021, "loss_rpn_cls": 0.02029, "loss_rpn_bbox": 0.04505, "loss_cls": 0.19391, "acc": 92.93579, "loss_bbox": 0.24062, "loss_mask": 0.24091, "loss": 0.74079, "time": 0.86934}
{"mode": "train", "epoch": 5, "iter": 5400, "lr": 0.0001, "memory": 18874, "data_time": 0.04598, "loss_rpn_cls": 0.01831, "loss_rpn_bbox": 0.04479, "loss_cls": 0.18823, "acc": 93.17725, "loss_bbox": 0.23887, "loss_mask": 0.25042, "loss": 0.74062, "time": 0.80823}
{"mode": "train", "epoch": 5, "iter": 5450, "lr": 0.0001, "memory": 18874, "data_time": 0.05428, "loss_rpn_cls": 0.02166, "loss_rpn_bbox": 0.0483, "loss_cls": 0.20125, "acc": 92.62866, "loss_bbox": 0.2561, "loss_mask": 0.25075, "loss": 0.77807, "time": 0.91437}
{"mode": "train", "epoch": 5, "iter": 5500, "lr": 0.0001, "memory": 18874, "data_time": 0.04466, "loss_rpn_cls": 0.01809, "loss_rpn_bbox": 0.04346, "loss_cls": 0.18418, "acc": 93.29956, "loss_bbox": 0.23509, "loss_mask": 0.23776, "loss": 0.71858, "time": 0.82085}
{"mode": "train", "epoch": 5, "iter": 5550, "lr": 0.0001, "memory": 18874, "data_time": 0.06643, "loss_rpn_cls": 0.02116, "loss_rpn_bbox": 0.04817, "loss_cls": 0.19793, "acc": 92.75195, "loss_bbox": 0.24769, "loss_mask": 0.24674, "loss": 0.7617, "time": 0.82369}
{"mode": "train", "epoch": 5, "iter": 5600, "lr": 0.0001, "memory": 18874, "data_time": 0.10857, "loss_rpn_cls": 0.02167, "loss_rpn_bbox": 0.04748, "loss_cls": 0.18457, "acc": 93.26196, "loss_bbox": 0.23877, "loss_mask": 0.24718, "loss": 0.73966, "time": 0.86899}
{"mode": "train", "epoch": 5, "iter": 5650, "lr": 0.0001, "memory": 18874, "data_time": 0.04614, "loss_rpn_cls": 0.02043, "loss_rpn_bbox": 0.04543, "loss_cls": 0.19357, "acc": 92.93506, "loss_bbox": 0.24176, "loss_mask": 0.2463, "loss": 0.74749, "time": 0.80899}
{"mode": "train", "epoch": 5, "iter": 5700, "lr": 0.0001, "memory": 18874, "data_time": 0.05914, "loss_rpn_cls": 0.01901, "loss_rpn_bbox": 0.0443, "loss_cls": 0.19095, "acc": 93.18188, "loss_bbox": 0.23412, "loss_mask": 0.23674, "loss": 0.72512, "time": 0.81424}
{"mode": "train", "epoch": 5, "iter": 5750, "lr": 0.0001, "memory": 18874, "data_time": 0.05718, "loss_rpn_cls": 0.01913, "loss_rpn_bbox": 0.04821, "loss_cls": 0.19699, "acc": 92.86499, "loss_bbox": 0.25126, "loss_mask": 0.24948, "loss": 0.76507, "time": 0.80907}
{"mode": "train", "epoch": 5, "iter": 5800, "lr": 0.0001, "memory": 18874, "data_time": 0.0529, "loss_rpn_cls": 0.01917, "loss_rpn_bbox": 0.04575, "loss_cls": 0.19694, "acc": 92.78516, "loss_bbox": 0.24914, "loss_mask": 0.25439, "loss": 0.76539, "time": 0.8162}
{"mode": "train", "epoch": 5, "iter": 5850, "lr": 0.0001, "memory": 18874, "data_time": 0.06493, "loss_rpn_cls": 0.02131, "loss_rpn_bbox": 0.04845, "loss_cls": 0.20481, "acc": 92.65112, "loss_bbox": 0.25023, "loss_mask": 0.246, "loss": 0.77079, "time": 0.82266}
{"mode": "train", "epoch": 5, "iter": 5900, "lr": 0.0001, "memory": 18874, "data_time": 0.04923, "loss_rpn_cls": 0.02026, "loss_rpn_bbox": 0.04398, "loss_cls": 0.20144, "acc": 92.54468, "loss_bbox": 0.25755, "loss_mask": 0.24215, "loss": 0.76538, "time": 0.82236}
{"mode": "train", "epoch": 5, "iter": 5950, "lr": 0.0001, "memory": 18874, "data_time": 0.06831, "loss_rpn_cls": 0.01984, "loss_rpn_bbox": 0.04625, "loss_cls": 0.1913, "acc": 93.00635, "loss_bbox": 0.23641, "loss_mask": 0.23021, "loss": 0.72401, "time": 0.87724}
{"mode": "train", "epoch": 5, "iter": 6000, "lr": 0.0001, "memory": 18874, "data_time": 0.04739, "loss_rpn_cls": 0.01827, "loss_rpn_bbox": 0.04303, "loss_cls": 0.18281, "acc": 93.32349, "loss_bbox": 0.23037, "loss_mask": 0.23989, "loss": 0.71437, "time": 0.81324}
{"mode": "train", "epoch": 5, "iter": 6050, "lr": 0.0001, "memory": 18874, "data_time": 0.05654, "loss_rpn_cls": 0.01911, "loss_rpn_bbox": 0.04639, "loss_cls": 0.1958, "acc": 92.64551, "loss_bbox": 0.24987, "loss_mask": 0.24359, "loss": 0.75475, "time": 0.82462}
{"mode": "train", "epoch": 5, "iter": 6100, "lr": 0.0001, "memory": 18874, "data_time": 0.06188, "loss_rpn_cls": 0.0199, "loss_rpn_bbox": 0.04564, "loss_cls": 0.19126, "acc": 93.01855, "loss_bbox": 0.2451, "loss_mask": 0.24682, "loss": 0.74872, "time": 0.81522}
{"mode": "train", "epoch": 5, "iter": 6150, "lr": 0.0001, "memory": 18874, "data_time": 0.05691, "loss_rpn_cls": 0.0195, "loss_rpn_bbox": 0.04491, "loss_cls": 0.19072, "acc": 93.04492, "loss_bbox": 0.23854, "loss_mask": 0.24138, "loss": 0.73504, "time": 0.8121}
{"mode": "train", "epoch": 5, "iter": 6200, "lr": 0.0001, "memory": 18874, "data_time": 0.06785, "loss_rpn_cls": 0.02048, "loss_rpn_bbox": 0.0457, "loss_cls": 0.19571, "acc": 92.92554, "loss_bbox": 0.24083, "loss_mask": 0.24088, "loss": 0.7436, "time": 0.82522}
{"mode": "train", "epoch": 5, "iter": 6250, "lr": 0.0001, "memory": 18874, "data_time": 0.04645, "loss_rpn_cls": 0.01959, "loss_rpn_bbox": 0.0423, "loss_cls": 0.18449, "acc": 93.36523, "loss_bbox": 0.23301, "loss_mask": 0.23373, "loss": 0.71312, "time": 0.8545}
{"mode": "train", "epoch": 5, "iter": 6300, "lr": 0.0001, "memory": 18874, "data_time": 0.05715, "loss_rpn_cls": 0.01999, "loss_rpn_bbox": 0.04655, "loss_cls": 0.19077, "acc": 93.06543, "loss_bbox": 0.24148, "loss_mask": 0.23835, "loss": 0.73715, "time": 0.80869}
{"mode": "train", "epoch": 5, "iter": 6350, "lr": 0.0001, "memory": 18874, "data_time": 0.05873, "loss_rpn_cls": 0.02066, "loss_rpn_bbox": 0.04733, "loss_cls": 0.19797, "acc": 92.73926, "loss_bbox": 0.24679, "loss_mask": 0.24168, "loss": 0.75442, "time": 0.85928}
{"mode": "train", "epoch": 5, "iter": 6400, "lr": 0.0001, "memory": 18874, "data_time": 0.0459, "loss_rpn_cls": 0.01848, "loss_rpn_bbox": 0.04617, "loss_cls": 0.19157, "acc": 92.95874, "loss_bbox": 0.24186, "loss_mask": 0.2412, "loss": 0.73928, "time": 0.89624}
{"mode": "train", "epoch": 5, "iter": 6450, "lr": 0.0001, "memory": 18874, "data_time": 0.06092, "loss_rpn_cls": 0.01989, "loss_rpn_bbox": 0.04341, "loss_cls": 0.19256, "acc": 93.14917, "loss_bbox": 0.23661, "loss_mask": 0.23999, "loss": 0.73245, "time": 0.81893}
{"mode": "train", "epoch": 5, "iter": 6500, "lr": 0.0001, "memory": 18874, "data_time": 0.06839, "loss_rpn_cls": 0.01956, "loss_rpn_bbox": 0.04352, "loss_cls": 0.19074, "acc": 93.2627, "loss_bbox": 0.23352, "loss_mask": 0.23381, "loss": 0.72115, "time": 0.88624}
{"mode": "train", "epoch": 5, "iter": 6550, "lr": 0.0001, "memory": 18874, "data_time": 0.05306, "loss_rpn_cls": 0.02301, "loss_rpn_bbox": 0.04723, "loss_cls": 0.19541, "acc": 92.91162, "loss_bbox": 0.24541, "loss_mask": 0.24441, "loss": 0.75547, "time": 0.81863}
{"mode": "train", "epoch": 5, "iter": 6600, "lr": 0.0001, "memory": 18874, "data_time": 0.06184, "loss_rpn_cls": 0.0199, "loss_rpn_bbox": 0.0448, "loss_cls": 0.18704, "acc": 93.19287, "loss_bbox": 0.23711, "loss_mask": 0.24256, "loss": 0.7314, "time": 0.80219}
{"mode": "train", "epoch": 5, "iter": 6650, "lr": 0.0001, "memory": 18874, "data_time": 0.05493, "loss_rpn_cls": 0.02135, "loss_rpn_bbox": 0.04593, "loss_cls": 0.19715, "acc": 92.93945, "loss_bbox": 0.2413, "loss_mask": 0.24003, "loss": 0.74576, "time": 0.8538}
{"mode": "train", "epoch": 5, "iter": 6700, "lr": 0.0001, "memory": 18874, "data_time": 0.06947, "loss_rpn_cls": 0.0216, "loss_rpn_bbox": 0.04772, "loss_cls": 0.19466, "acc": 92.94971, "loss_bbox": 0.24449, "loss_mask": 0.24553, "loss": 0.754, "time": 0.8094}
{"mode": "train", "epoch": 5, "iter": 6750, "lr": 0.0001, "memory": 18874, "data_time": 0.06026, "loss_rpn_cls": 0.01875, "loss_rpn_bbox": 0.04381, "loss_cls": 0.18744, "acc": 93.22095, "loss_bbox": 0.24039, "loss_mask": 0.23652, "loss": 0.72691, "time": 0.80871}
{"mode": "train", "epoch": 5, "iter": 6800, "lr": 0.0001, "memory": 18874, "data_time": 0.06413, "loss_rpn_cls": 0.01859, "loss_rpn_bbox": 0.04604, "loss_cls": 0.19767, "acc": 92.90601, "loss_bbox": 0.24117, "loss_mask": 0.24006, "loss": 0.74353, "time": 0.81092}
{"mode": "train", "epoch": 5, "iter": 6850, "lr": 0.0001, "memory": 18874, "data_time": 0.06959, "loss_rpn_cls": 0.0195, "loss_rpn_bbox": 0.04568, "loss_cls": 0.18871, "acc": 93.07617, "loss_bbox": 0.23377, "loss_mask": 0.23838, "loss": 0.72603, "time": 0.81631}
{"mode": "train", "epoch": 5, "iter": 6900, "lr": 0.0001, "memory": 18874, "data_time": 0.04994, "loss_rpn_cls": 0.02134, "loss_rpn_bbox": 0.04748, "loss_cls": 0.19386, "acc": 92.86597, "loss_bbox": 0.24695, "loss_mask": 0.24419, "loss": 0.75381, "time": 0.83294}
{"mode": "train", "epoch": 5, "iter": 6950, "lr": 0.0001, "memory": 18874, "data_time": 0.06084, "loss_rpn_cls": 0.02226, "loss_rpn_bbox": 0.04767, "loss_cls": 0.19859, "acc": 92.83545, "loss_bbox": 0.24868, "loss_mask": 0.24885, "loss": 0.76604, "time": 0.80708}
{"mode": "train", "epoch": 5, "iter": 7000, "lr": 0.0001, "memory": 18874, "data_time": 0.05472, "loss_rpn_cls": 0.02039, "loss_rpn_bbox": 0.04205, "loss_cls": 0.18333, "acc": 93.40161, "loss_bbox": 0.22386, "loss_mask": 0.23738, "loss": 0.70701, "time": 0.86181}
{"mode": "train", "epoch": 5, "iter": 7050, "lr": 0.0001, "memory": 18874, "data_time": 0.06478, "loss_rpn_cls": 0.01971, "loss_rpn_bbox": 0.04595, "loss_cls": 0.19393, "acc": 92.83765, "loss_bbox": 0.24596, "loss_mask": 0.23739, "loss": 0.74294, "time": 0.81712}
{"mode": "train", "epoch": 5, "iter": 7100, "lr": 0.0001, "memory": 18874, "data_time": 0.04988, "loss_rpn_cls": 0.02015, "loss_rpn_bbox": 0.04631, "loss_cls": 0.18884, "acc": 93.11621, "loss_bbox": 0.23789, "loss_mask": 0.24163, "loss": 0.73483, "time": 0.81569}
{"mode": "train", "epoch": 5, "iter": 7150, "lr": 0.0001, "memory": 18874, "data_time": 0.05547, "loss_rpn_cls": 0.0223, "loss_rpn_bbox": 0.04615, "loss_cls": 0.18649, "acc": 93.24268, "loss_bbox": 0.23876, "loss_mask": 0.24251, "loss": 0.73622, "time": 0.8147}
{"mode": "train", "epoch": 5, "iter": 7200, "lr": 0.0001, "memory": 18874, "data_time": 0.0719, "loss_rpn_cls": 0.0186, "loss_rpn_bbox": 0.04821, "loss_cls": 0.19591, "acc": 92.74341, "loss_bbox": 0.25247, "loss_mask": 0.24952, "loss": 0.7647, "time": 0.81491}
{"mode": "train", "epoch": 5, "iter": 7250, "lr": 0.0001, "memory": 18874, "data_time": 0.05666, "loss_rpn_cls": 0.01989, "loss_rpn_bbox": 0.04697, "loss_cls": 0.19529, "acc": 92.8501, "loss_bbox": 0.24596, "loss_mask": 0.24318, "loss": 0.7513, "time": 0.82145}
{"mode": "train", "epoch": 5, "iter": 7300, "lr": 0.0001, "memory": 18874, "data_time": 0.0581, "loss_rpn_cls": 0.01968, "loss_rpn_bbox": 0.04729, "loss_cls": 0.19348, "acc": 92.93384, "loss_bbox": 0.24211, "loss_mask": 0.23648, "loss": 0.73904, "time": 0.84531}
{"mode": "val", "epoch": 5, "iter": 625, "lr": 0.0001, "bbox_mAP": 0.447, "bbox_mAP_50": 0.689, "bbox_mAP_75": 0.489, "bbox_mAP_s": 0.272, "bbox_mAP_m": 0.491, "bbox_mAP_l": 0.609, "bbox_mAP_copypaste": "0.447 0.689 0.489 0.272 0.491 0.609", "segm_mAP": 0.408, "segm_mAP_50": 0.65, "segm_mAP_75": 0.438, "segm_mAP_s": 0.196, "segm_mAP_m": 0.443, "segm_mAP_l": 0.626, "segm_mAP_copypaste": "0.408 0.650 0.438 0.196 0.443 0.626"}
{"mode": "train", "epoch": 6, "iter": 50, "lr": 0.0001, "memory": 18874, "data_time": 0.12621, "loss_rpn_cls": 0.01774, "loss_rpn_bbox": 0.04473, "loss_cls": 0.18229, "acc": 93.35571, "loss_bbox": 0.23268, "loss_mask": 0.23409, "loss": 0.71154, "time": 1.14768}
{"mode": "train", "epoch": 6, "iter": 100, "lr": 0.0001, "memory": 18874, "data_time": 0.05466, "loss_rpn_cls": 0.01708, "loss_rpn_bbox": 0.0428, "loss_cls": 0.17755, "acc": 93.43579, "loss_bbox": 0.22713, "loss_mask": 0.23402, "loss": 0.69858, "time": 0.81027}
{"mode": "train", "epoch": 6, "iter": 150, "lr": 0.0001, "memory": 18874, "data_time": 0.06072, "loss_rpn_cls": 0.01917, "loss_rpn_bbox": 0.04432, "loss_cls": 0.18876, "acc": 93.10547, "loss_bbox": 0.23947, "loss_mask": 0.23728, "loss": 0.729, "time": 0.82373}
{"mode": "train", "epoch": 6, "iter": 200, "lr": 0.0001, "memory": 18874, "data_time": 0.05554, "loss_rpn_cls": 0.01799, "loss_rpn_bbox": 0.04486, "loss_cls": 0.18054, "acc": 93.28564, "loss_bbox": 0.24028, "loss_mask": 0.23652, "loss": 0.7202, "time": 0.83137}
{"mode": "train", "epoch": 6, "iter": 250, "lr": 0.0001, "memory": 18874, "data_time": 0.05852, "loss_rpn_cls": 0.01678, "loss_rpn_bbox": 0.04119, "loss_cls": 0.17802, "acc": 93.54761, "loss_bbox": 0.2219, "loss_mask": 0.22872, "loss": 0.68661, "time": 0.81011}
{"mode": "train", "epoch": 6, "iter": 300, "lr": 0.0001, "memory": 18874, "data_time": 0.06922, "loss_rpn_cls": 0.01928, "loss_rpn_bbox": 0.045, "loss_cls": 0.18988, "acc": 93.00146, "loss_bbox": 0.24407, "loss_mask": 0.24429, "loss": 0.74252, "time": 0.82432}
{"mode": "train", "epoch": 6, "iter": 350, "lr": 0.0001, "memory": 18874, "data_time": 0.0539, "loss_rpn_cls": 0.01846, "loss_rpn_bbox": 0.04445, "loss_cls": 0.18895, "acc": 92.99927, "loss_bbox": 0.24726, "loss_mask": 0.23686, "loss": 0.73597, "time": 0.86368}
{"mode": "train", "epoch": 6, "iter": 400, "lr": 0.0001, "memory": 18874, "data_time": 0.06625, "loss_rpn_cls": 0.01716, "loss_rpn_bbox": 0.04377, "loss_cls": 0.18653, "acc": 93.15332, "loss_bbox": 0.23975, "loss_mask": 0.23211, "loss": 0.71932, "time": 0.81287}
{"mode": "train", "epoch": 6, "iter": 450, "lr": 0.0001, "memory": 18874, "data_time": 0.05978, "loss_rpn_cls": 0.01858, "loss_rpn_bbox": 0.04423, "loss_cls": 0.18082, "acc": 93.40015, "loss_bbox": 0.22968, "loss_mask": 0.23726, "loss": 0.71056, "time": 0.82422}
{"mode": "train", "epoch": 6, "iter": 500, "lr": 0.0001, "memory": 18874, "data_time": 0.04213, "loss_rpn_cls": 0.01839, "loss_rpn_bbox": 0.04545, "loss_cls": 0.18505, "acc": 93.3313, "loss_bbox": 0.23109, "loss_mask": 0.23765, "loss": 0.71763, "time": 0.83418}
{"mode": "train", "epoch": 6, "iter": 550, "lr": 0.0001, "memory": 18874, "data_time": 0.07238, "loss_rpn_cls": 0.01879, "loss_rpn_bbox": 0.04576, "loss_cls": 0.18543, "acc": 93.24292, "loss_bbox": 0.23674, "loss_mask": 0.24015, "loss": 0.72687, "time": 0.81058}
{"mode": "train", "epoch": 6, "iter": 600, "lr": 0.0001, "memory": 18874, "data_time": 0.06622, "loss_rpn_cls": 0.01973, "loss_rpn_bbox": 0.04804, "loss_cls": 0.18898, "acc": 92.9978, "loss_bbox": 0.24122, "loss_mask": 0.23948, "loss": 0.73744, "time": 0.81962}
{"mode": "train", "epoch": 6, "iter": 650, "lr": 0.0001, "memory": 18874, "data_time": 0.05441, "loss_rpn_cls": 0.01831, "loss_rpn_bbox": 0.04526, "loss_cls": 0.19419, "acc": 92.94873, "loss_bbox": 0.24276, "loss_mask": 0.24289, "loss": 0.74342, "time": 0.81895}
{"mode": "train", "epoch": 6, "iter": 700, "lr": 0.0001, "memory": 18874, "data_time": 0.05885, "loss_rpn_cls": 0.01801, "loss_rpn_bbox": 0.04321, "loss_cls": 0.19205, "acc": 93.13086, "loss_bbox": 0.237, "loss_mask": 0.23053, "loss": 0.72079, "time": 0.83049}
{"mode": "train", "epoch": 6, "iter": 750, "lr": 0.0001, "memory": 18874, "data_time": 0.05403, "loss_rpn_cls": 0.01714, "loss_rpn_bbox": 0.03918, "loss_cls": 0.17808, "acc": 93.52759, "loss_bbox": 0.22718, "loss_mask": 0.23131, "loss": 0.69289, "time": 0.80595}
{"mode": "train", "epoch": 6, "iter": 800, "lr": 0.0001, "memory": 18874, "data_time": 0.0584, "loss_rpn_cls": 0.01762, "loss_rpn_bbox": 0.04455, "loss_cls": 0.18521, "acc": 93.20459, "loss_bbox": 0.23173, "loss_mask": 0.23506, "loss": 0.71418, "time": 0.8172}
{"mode": "train", "epoch": 6, "iter": 850, "lr": 0.0001, "memory": 18874, "data_time": 0.06137, "loss_rpn_cls": 0.01801, "loss_rpn_bbox": 0.04337, "loss_cls": 0.185, "acc": 93.16309, "loss_bbox": 0.23586, "loss_mask": 0.24372, "loss": 0.72596, "time": 0.82085}
{"mode": "train", "epoch": 6, "iter": 900, "lr": 0.0001, "memory": 18874, "data_time": 0.05248, "loss_rpn_cls": 0.01766, "loss_rpn_bbox": 0.0431, "loss_cls": 0.18505, "acc": 93.10864, "loss_bbox": 0.23237, "loss_mask": 0.23688, "loss": 0.71506, "time": 0.86287}
{"mode": "train", "epoch": 6, "iter": 950, "lr": 0.0001, "memory": 18874, "data_time": 0.06879, "loss_rpn_cls": 0.02021, "loss_rpn_bbox": 0.04446, "loss_cls": 0.18182, "acc": 93.36963, "loss_bbox": 0.23482, "loss_mask": 0.23529, "loss": 0.7166, "time": 0.81246}
{"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.0001, "memory": 18874, "data_time": 0.05159, "loss_rpn_cls": 0.01811, "loss_rpn_bbox": 0.04351, "loss_cls": 0.18272, "acc": 93.25146, "loss_bbox": 0.22884, "loss_mask": 0.23979, "loss": 0.71297, "time": 0.81944}
{"mode": "train", "epoch": 6, "iter": 1050, "lr": 0.0001, "memory": 18874, "data_time": 0.05011, "loss_rpn_cls": 0.01752, "loss_rpn_bbox": 0.04525, "loss_cls": 0.18084, "acc": 93.23047, "loss_bbox": 0.24034, "loss_mask": 0.24334, "loss": 0.72728, "time": 0.81783}
{"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.0001, "memory": 18874, "data_time": 0.05212, "loss_rpn_cls": 0.0196, "loss_rpn_bbox": 0.0458, "loss_cls": 0.19228, "acc": 92.86475, "loss_bbox": 0.24755, "loss_mask": 0.23687, "loss": 0.7421, "time": 0.88314}
{"mode": "train", "epoch": 6, "iter": 1150, "lr": 0.0001, "memory": 18874, "data_time": 0.05263, "loss_rpn_cls": 0.01961, "loss_rpn_bbox": 0.04659, "loss_cls": 0.18661, "acc": 93.08252, "loss_bbox": 0.24248, "loss_mask": 0.23559, "loss": 0.73088, "time": 0.91497}
{"mode": "train", "epoch": 6, "iter": 1200, "lr": 0.0001, "memory": 18874, "data_time": 0.05095, "loss_rpn_cls": 0.01918, "loss_rpn_bbox": 0.04432, "loss_cls": 0.19378, "acc": 92.84399, "loss_bbox": 0.24669, "loss_mask": 0.23629, "loss": 0.74026, "time": 0.81966}
{"mode": "train", "epoch": 6, "iter": 1250, "lr": 0.0001, "memory": 18874, "data_time": 0.04963, "loss_rpn_cls": 0.01712, "loss_rpn_bbox": 0.04294, "loss_cls": 0.18025, "acc": 93.29077, "loss_bbox": 0.23149, "loss_mask": 0.23816, "loss": 0.70995, "time": 0.92286}
{"mode": "train", "epoch": 6, "iter": 1300, "lr": 0.0001, "memory": 18874, "data_time": 0.07753, "loss_rpn_cls": 0.02034, "loss_rpn_bbox": 0.0478, "loss_cls": 0.19526, "acc": 92.76855, "loss_bbox": 0.25168, "loss_mask": 0.24303, "loss": 0.7581, "time": 0.83879}
{"mode": "train", "epoch": 6, "iter": 1350, "lr": 0.0001, "memory": 18874, "data_time": 0.05527, "loss_rpn_cls": 0.01911, "loss_rpn_bbox": 0.04509, "loss_cls": 0.19378, "acc": 93.01001, "loss_bbox": 0.2387, "loss_mask": 0.23878, "loss": 0.73545, "time": 0.81166}
{"mode": "train", "epoch": 6, "iter": 1400, "lr": 0.0001, "memory": 18874, "data_time": 0.05602, "loss_rpn_cls": 0.02051, "loss_rpn_bbox": 0.04531, "loss_cls": 0.18913, "acc": 93.11621, "loss_bbox": 0.23989, "loss_mask": 0.24348, "loss": 0.73832, "time": 0.85749}
{"mode": "train", "epoch": 6, "iter": 1450, "lr": 0.0001, "memory": 18874, "data_time": 0.05802, "loss_rpn_cls": 0.01717, "loss_rpn_bbox": 0.04401, "loss_cls": 0.18288, "acc": 93.24194, "loss_bbox": 0.23225, "loss_mask": 0.23508, "loss": 0.71139, "time": 0.8637}
{"mode": "train", "epoch": 6, "iter": 1500, "lr": 0.0001, "memory": 18874, "data_time": 0.06549, "loss_rpn_cls": 0.0186, "loss_rpn_bbox": 0.04454, "loss_cls": 0.18528, "acc": 93.21924, "loss_bbox": 0.23748, "loss_mask": 0.23761, "loss": 0.72352, "time": 0.81895}
{"mode": "train", "epoch": 6, "iter": 1550, "lr": 0.0001, "memory": 18874, "data_time": 0.06557, "loss_rpn_cls": 0.0176, "loss_rpn_bbox": 0.04612, "loss_cls": 0.18757, "acc": 93.01465, "loss_bbox": 0.24209, "loss_mask": 0.23722, "loss": 0.7306, "time": 0.81672}
{"mode": "train", "epoch": 6, "iter": 1600, "lr": 0.0001, "memory": 18874, "data_time": 0.05338, "loss_rpn_cls": 0.01819, "loss_rpn_bbox": 0.04713, "loss_cls": 0.18999, "acc": 93.07812, "loss_bbox": 0.24204, "loss_mask": 0.23958, "loss": 0.73693, "time": 0.82283}
{"mode": "train", "epoch": 6, "iter": 1650, "lr": 0.0001, "memory": 18874, "data_time": 0.05367, "loss_rpn_cls": 0.01707, "loss_rpn_bbox": 0.04208, "loss_cls": 0.1779, "acc": 93.41455, "loss_bbox": 0.22951, "loss_mask": 0.23136, "loss": 0.69791, "time": 0.80898}
{"mode": "train", "epoch": 6, "iter": 1700, "lr": 0.0001, "memory": 18874, "data_time": 0.05269, "loss_rpn_cls": 0.02005, "loss_rpn_bbox": 0.04742, "loss_cls": 0.19468, "acc": 92.73389, "loss_bbox": 0.24752, "loss_mask": 0.242, "loss": 0.75167, "time": 0.81463}
{"mode": "train", "epoch": 6, "iter": 1750, "lr": 0.0001, "memory": 18874, "data_time": 0.05453, "loss_rpn_cls": 0.01897, "loss_rpn_bbox": 0.04677, "loss_cls": 0.18667, "acc": 93.14819, "loss_bbox": 0.23915, "loss_mask": 0.24186, "loss": 0.73342, "time": 0.81644}
{"mode": "train", "epoch": 6, "iter": 1800, "lr": 0.0001, "memory": 18874, "data_time": 0.0524, "loss_rpn_cls": 0.01921, "loss_rpn_bbox": 0.04837, "loss_cls": 0.1928, "acc": 92.80444, "loss_bbox": 0.24993, "loss_mask": 0.24251, "loss": 0.75282, "time": 0.81586}
{"mode": "train", "epoch": 6, "iter": 1850, "lr": 0.0001, "memory": 18874, "data_time": 0.0559, "loss_rpn_cls": 0.01705, "loss_rpn_bbox": 0.04521, "loss_cls": 0.18338, "acc": 93.2146, "loss_bbox": 0.23722, "loss_mask": 0.2331, "loss": 0.71597, "time": 0.80204}
{"mode": "train", "epoch": 6, "iter": 1900, "lr": 0.0001, "memory": 18874, "data_time": 0.06528, "loss_rpn_cls": 0.01791, "loss_rpn_bbox": 0.04436, "loss_cls": 0.1871, "acc": 93.07983, "loss_bbox": 0.23421, "loss_mask": 0.23241, "loss": 0.71599, "time": 0.81855}
{"mode": "train", "epoch": 6, "iter": 1950, "lr": 0.0001, "memory": 18874, "data_time": 0.05893, "loss_rpn_cls": 0.01776, "loss_rpn_bbox": 0.04575, "loss_cls": 0.19347, "acc": 92.93604, "loss_bbox": 0.24362, "loss_mask": 0.24022, "loss": 0.74081, "time": 0.89731}
{"mode": "train", "epoch": 6, "iter": 2000, "lr": 0.0001, "memory": 18874, "data_time": 0.07066, "loss_rpn_cls": 0.01751, "loss_rpn_bbox": 0.04548, "loss_cls": 0.18294, "acc": 93.18286, "loss_bbox": 0.23539, "loss_mask": 0.23754, "loss": 0.71887, "time": 0.81657}
{"mode": "train", "epoch": 6, "iter": 2050, "lr": 0.0001, "memory": 18874, "data_time": 0.06486, "loss_rpn_cls": 0.01803, "loss_rpn_bbox": 0.04501, "loss_cls": 0.19053, "acc": 93.00879, "loss_bbox": 0.24465, "loss_mask": 0.24354, "loss": 0.74176, "time": 0.81644}
{"mode": "train", "epoch": 6, "iter": 2100, "lr": 0.0001, "memory": 18874, "data_time": 0.05564, "loss_rpn_cls": 0.01837, "loss_rpn_bbox": 0.04426, "loss_cls": 0.1888, "acc": 93.07007, "loss_bbox": 0.24244, "loss_mask": 0.24231, "loss": 0.73618, "time": 0.81094}
{"mode": "train", "epoch": 6, "iter": 2150, "lr": 0.0001, "memory": 18874, "data_time": 0.05058, "loss_rpn_cls": 0.01909, "loss_rpn_bbox": 0.04717, "loss_cls": 0.1891, "acc": 93.13721, "loss_bbox": 0.24119, "loss_mask": 0.24017, "loss": 0.73672, "time": 0.86934}
{"mode": "train", "epoch": 6, "iter": 2200, "lr": 0.0001, "memory": 18874, "data_time": 0.06795, "loss_rpn_cls": 0.0183, "loss_rpn_bbox": 0.04802, "loss_cls": 0.19111, "acc": 93.00391, "loss_bbox": 0.24559, "loss_mask": 0.24085, "loss": 0.74387, "time": 0.91407}
{"mode": "train", "epoch": 6, "iter": 2250, "lr": 0.0001, "memory": 18874, "data_time": 0.06138, "loss_rpn_cls": 0.01834, "loss_rpn_bbox": 0.04363, "loss_cls": 0.17504, "acc": 93.44702, "loss_bbox": 0.22705, "loss_mask": 0.23681, "loss": 0.70086, "time": 0.80909}
{"mode": "train", "epoch": 6, "iter": 2300, "lr": 0.0001, "memory": 18874, "data_time": 0.05848, "loss_rpn_cls": 0.01827, "loss_rpn_bbox": 0.04288, "loss_cls": 0.18137, "acc": 93.3667, "loss_bbox": 0.22766, "loss_mask": 0.22947, "loss": 0.69965, "time": 0.92281}
{"mode": "train", "epoch": 6, "iter": 2350, "lr": 0.0001, "memory": 18874, "data_time": 0.04398, "loss_rpn_cls": 0.01938, "loss_rpn_bbox": 0.04967, "loss_cls": 0.19101, "acc": 92.94409, "loss_bbox": 0.24353, "loss_mask": 0.24389, "loss": 0.74747, "time": 0.82026}
{"mode": "train", "epoch": 6, "iter": 2400, "lr": 0.0001, "memory": 18874, "data_time": 0.05655, "loss_rpn_cls": 0.01797, "loss_rpn_bbox": 0.04307, "loss_cls": 0.18108, "acc": 93.35425, "loss_bbox": 0.22961, "loss_mask": 0.23228, "loss": 0.70401, "time": 0.812}
{"mode": "train", "epoch": 6, "iter": 2450, "lr": 0.0001, "memory": 18874, "data_time": 0.04844, "loss_rpn_cls": 0.01714, "loss_rpn_bbox": 0.04217, "loss_cls": 0.17709, "acc": 93.48853, "loss_bbox": 0.22649, "loss_mask": 0.2298, "loss": 0.6927, "time": 0.84864}
{"mode": "train", "epoch": 6, "iter": 2500, "lr": 0.0001, "memory": 18874, "data_time": 0.06589, "loss_rpn_cls": 0.02016, "loss_rpn_bbox": 0.0441, "loss_cls": 0.18477, "acc": 93.26855, "loss_bbox": 0.23596, "loss_mask": 0.23938, "loss": 0.72437, "time": 0.81659}
{"mode": "train", "epoch": 6, "iter": 2550, "lr": 0.0001, "memory": 18874, "data_time": 0.05718, "loss_rpn_cls": 0.01752, "loss_rpn_bbox": 0.04543, "loss_cls": 0.17965, "acc": 93.38501, "loss_bbox": 0.23414, "loss_mask": 0.23586, "loss": 0.71259, "time": 0.89977}
{"mode": "train", "epoch": 6, "iter": 2600, "lr": 0.0001, "memory": 18874, "data_time": 0.07721, "loss_rpn_cls": 0.0194, "loss_rpn_bbox": 0.0442, "loss_cls": 0.18367, "acc": 93.22241, "loss_bbox": 0.23926, "loss_mask": 0.23869, "loss": 0.72523, "time": 0.83238}
{"mode": "train", "epoch": 6, "iter": 2650, "lr": 0.0001, "memory": 18874, "data_time": 0.04509, "loss_rpn_cls": 0.01764, "loss_rpn_bbox": 0.04547, "loss_cls": 0.18006, "acc": 93.35376, "loss_bbox": 0.23332, "loss_mask": 0.23508, "loss": 0.71158, "time": 0.81876}
{"mode": "train", "epoch": 6, "iter": 2700, "lr": 0.0001, "memory": 18874, "data_time": 0.06958, "loss_rpn_cls": 0.01989, "loss_rpn_bbox": 0.04584, "loss_cls": 0.19023, "acc": 93.00342, "loss_bbox": 0.24403, "loss_mask": 0.24047, "loss": 0.74046, "time": 0.81199}
{"mode": "train", "epoch": 6, "iter": 2750, "lr": 0.0001, "memory": 18874, "data_time": 0.05159, "loss_rpn_cls": 0.01793, "loss_rpn_bbox": 0.04366, "loss_cls": 0.18554, "acc": 93.25073, "loss_bbox": 0.23095, "loss_mask": 0.23753, "loss": 0.7156, "time": 0.81103}
{"mode": "train", "epoch": 6, "iter": 2800, "lr": 0.0001, "memory": 18874, "data_time": 0.06068, "loss_rpn_cls": 0.01842, "loss_rpn_bbox": 0.04449, "loss_cls": 0.18696, "acc": 93.1687, "loss_bbox": 0.23987, "loss_mask": 0.24107, "loss": 0.73081, "time": 0.82062}
{"mode": "train", "epoch": 6, "iter": 2850, "lr": 0.0001, "memory": 18874, "data_time": 0.0495, "loss_rpn_cls": 0.01765, "loss_rpn_bbox": 0.04228, "loss_cls": 0.17966, "acc": 93.38745, "loss_bbox": 0.23555, "loss_mask": 0.23806, "loss": 0.7132, "time": 0.81982}
{"mode": "train", "epoch": 6, "iter": 2900, "lr": 0.0001, "memory": 18874, "data_time": 0.05657, "loss_rpn_cls": 0.01765, "loss_rpn_bbox": 0.04684, "loss_cls": 0.19023, "acc": 92.97192, "loss_bbox": 0.2446, "loss_mask": 0.24288, "loss": 0.7422, "time": 0.80383}
{"mode": "train", "epoch": 6, "iter": 2950, "lr": 0.0001, "memory": 18874, "data_time": 0.06511, "loss_rpn_cls": 0.01932, "loss_rpn_bbox": 0.0465, "loss_cls": 0.19298, "acc": 92.89209, "loss_bbox": 0.24404, "loss_mask": 0.24284, "loss": 0.74568, "time": 0.81731}
{"mode": "train", "epoch": 6, "iter": 3000, "lr": 0.0001, "memory": 18874, "data_time": 0.07525, "loss_rpn_cls": 0.01938, "loss_rpn_bbox": 0.0444, "loss_cls": 0.19209, "acc": 92.94971, "loss_bbox": 0.24344, "loss_mask": 0.23562, "loss": 0.73492, "time": 0.86886}
{"mode": "train", "epoch": 6, "iter": 3050, "lr": 0.0001, "memory": 18874, "data_time": 0.06449, "loss_rpn_cls": 0.01803, "loss_rpn_bbox": 0.04495, "loss_cls": 0.18655, "acc": 93.06958, "loss_bbox": 0.2418, "loss_mask": 0.24059, "loss": 0.73192, "time": 0.81504}
{"mode": "train", "epoch": 6, "iter": 3100, "lr": 0.0001, "memory": 18874, "data_time": 0.06957, "loss_rpn_cls": 0.01774, "loss_rpn_bbox": 0.0433, "loss_cls": 0.18721, "acc": 93.15308, "loss_bbox": 0.23573, "loss_mask": 0.2387, "loss": 0.72269, "time": 0.81424}
{"mode": "train", "epoch": 6, "iter": 3150, "lr": 0.0001, "memory": 18874, "data_time": 0.06024, "loss_rpn_cls": 0.01694, "loss_rpn_bbox": 0.04377, "loss_cls": 0.18756, "acc": 93.00317, "loss_bbox": 0.23823, "loss_mask": 0.23912, "loss": 0.72563, "time": 0.81429}
{"mode": "train", "epoch": 6, "iter": 3200, "lr": 0.0001, "memory": 18874, "data_time": 0.05077, "loss_rpn_cls": 0.01834, "loss_rpn_bbox": 0.04254, "loss_cls": 0.18502, "acc": 93.34326, "loss_bbox": 0.23249, "loss_mask": 0.23695, "loss": 0.71534, "time": 0.88059}
{"mode": "train", "epoch": 6, "iter": 3250, "lr": 0.0001, "memory": 18874, "data_time": 0.06514, "loss_rpn_cls": 0.01845, "loss_rpn_bbox": 0.04259, "loss_cls": 0.18096, "acc": 93.3667, "loss_bbox": 0.23146, "loss_mask": 0.23274, "loss": 0.7062, "time": 0.89744}
{"mode": "train", "epoch": 6, "iter": 3300, "lr": 0.0001, "memory": 18874, "data_time": 0.05635, "loss_rpn_cls": 0.01951, "loss_rpn_bbox": 0.04344, "loss_cls": 0.18021, "acc": 93.36401, "loss_bbox": 0.22973, "loss_mask": 0.24016, "loss": 0.71304, "time": 0.80649}
{"mode": "train", "epoch": 6, "iter": 3350, "lr": 0.0001, "memory": 18874, "data_time": 0.05534, "loss_rpn_cls": 0.01963, "loss_rpn_bbox": 0.04589, "loss_cls": 0.18565, "acc": 93.08984, "loss_bbox": 0.23768, "loss_mask": 0.24225, "loss": 0.73111, "time": 0.91416}
{"mode": "train", "epoch": 6, "iter": 3400, "lr": 0.0001, "memory": 18874, "data_time": 0.04776, "loss_rpn_cls": 0.01602, "loss_rpn_bbox": 0.04218, "loss_cls": 0.17908, "acc": 93.31201, "loss_bbox": 0.23065, "loss_mask": 0.23427, "loss": 0.7022, "time": 0.80315}
{"mode": "train", "epoch": 6, "iter": 3450, "lr": 0.0001, "memory": 18874, "data_time": 0.06277, "loss_rpn_cls": 0.01898, "loss_rpn_bbox": 0.04343, "loss_cls": 0.18427, "acc": 93.1853, "loss_bbox": 0.23702, "loss_mask": 0.23875, "loss": 0.72245, "time": 0.81646}
{"mode": "train", "epoch": 6, "iter": 3500, "lr": 0.0001, "memory": 18874, "data_time": 0.0596, "loss_rpn_cls": 0.01732, "loss_rpn_bbox": 0.04254, "loss_cls": 0.16986, "acc": 93.77686, "loss_bbox": 0.21736, "loss_mask": 0.22926, "loss": 0.67635, "time": 0.85593}
{"mode": "train", "epoch": 6, "iter": 3550, "lr": 0.0001, "memory": 18874, "data_time": 0.06277, "loss_rpn_cls": 0.01857, "loss_rpn_bbox": 0.04498, "loss_cls": 0.18858, "acc": 93.02124, "loss_bbox": 0.24054, "loss_mask": 0.23528, "loss": 0.72796, "time": 0.80067}
{"mode": "train", "epoch": 6, "iter": 3600, "lr": 0.0001, "memory": 18874, "data_time": 0.06074, "loss_rpn_cls": 0.01702, "loss_rpn_bbox": 0.04499, "loss_cls": 0.18808, "acc": 93.07007, "loss_bbox": 0.24027, "loss_mask": 0.23645, "loss": 0.72681, "time": 0.85436}
{"mode": "train", "epoch": 6, "iter": 3650, "lr": 0.0001, "memory": 18874, "data_time": 0.04098, "loss_rpn_cls": 0.01789, "loss_rpn_bbox": 0.04389, "loss_cls": 0.18273, "acc": 93.29712, "loss_bbox": 0.23009, "loss_mask": 0.2391, "loss": 0.71369, "time": 0.81169}
{"mode": "train", "epoch": 6, "iter": 3700, "lr": 0.0001, "memory": 18874, "data_time": 0.06712, "loss_rpn_cls": 0.01979, "loss_rpn_bbox": 0.04526, "loss_cls": 0.18407, "acc": 93.21948, "loss_bbox": 0.24047, "loss_mask": 0.2378, "loss": 0.72739, "time": 0.82096}
{"mode": "train", "epoch": 6, "iter": 3750, "lr": 0.0001, "memory": 18874, "data_time": 0.05885, "loss_rpn_cls": 0.0164, "loss_rpn_bbox": 0.04176, "loss_cls": 0.17863, "acc": 93.49683, "loss_bbox": 0.22902, "loss_mask": 0.23191, "loss": 0.69772, "time": 0.80144}
{"mode": "train", "epoch": 6, "iter": 3800, "lr": 0.0001, "memory": 18874, "data_time": 0.05308, "loss_rpn_cls": 0.01891, "loss_rpn_bbox": 0.04431, "loss_cls": 0.18847, "acc": 93.18872, "loss_bbox": 0.23905, "loss_mask": 0.23693, "loss": 0.72767, "time": 0.83245}
{"mode": "train", "epoch": 6, "iter": 3850, "lr": 0.0001, "memory": 18874, "data_time": 0.03665, "loss_rpn_cls": 0.01876, "loss_rpn_bbox": 0.04447, "loss_cls": 0.19243, "acc": 93.01538, "loss_bbox": 0.24119, "loss_mask": 0.24041, "loss": 0.73727, "time": 0.8204}
{"mode": "train", "epoch": 6, "iter": 3900, "lr": 0.0001, "memory": 18874, "data_time": 0.05804, "loss_rpn_cls": 0.01819, "loss_rpn_bbox": 0.04518, "loss_cls": 0.18389, "acc": 93.31689, "loss_bbox": 0.23374, "loss_mask": 0.23719, "loss": 0.71819, "time": 0.81662}
{"mode": "train", "epoch": 6, "iter": 3950, "lr": 0.0001, "memory": 18874, "data_time": 0.05762, "loss_rpn_cls": 0.01931, "loss_rpn_bbox": 0.04365, "loss_cls": 0.18659, "acc": 93.11328, "loss_bbox": 0.2391, "loss_mask": 0.24417, "loss": 0.73283, "time": 0.80247}
{"mode": "train", "epoch": 6, "iter": 4000, "lr": 0.0001, "memory": 18874, "data_time": 0.06591, "loss_rpn_cls": 0.01856, "loss_rpn_bbox": 0.04301, "loss_cls": 0.18525, "acc": 93.2395, "loss_bbox": 0.22987, "loss_mask": 0.23716, "loss": 0.71385, "time": 0.81531}
{"mode": "train", "epoch": 6, "iter": 4050, "lr": 0.0001, "memory": 18874, "data_time": 0.06252, "loss_rpn_cls": 0.02037, "loss_rpn_bbox": 0.04501, "loss_cls": 0.19505, "acc": 92.83154, "loss_bbox": 0.2455, "loss_mask": 0.24204, "loss": 0.74798, "time": 0.87723}
{"mode": "train", "epoch": 6, "iter": 4100, "lr": 0.0001, "memory": 18874, "data_time": 0.06853, "loss_rpn_cls": 0.02183, "loss_rpn_bbox": 0.05189, "loss_cls": 0.19344, "acc": 92.84082, "loss_bbox": 0.24795, "loss_mask": 0.24517, "loss": 0.76028, "time": 0.82745}
{"mode": "train", "epoch": 6, "iter": 4150, "lr": 0.0001, "memory": 18874, "data_time": 0.06656, "loss_rpn_cls": 0.0185, "loss_rpn_bbox": 0.0449, "loss_cls": 0.18721, "acc": 93.25415, "loss_bbox": 0.24031, "loss_mask": 0.24468, "loss": 0.73561, "time": 0.80613}
{"mode": "train", "epoch": 6, "iter": 4200, "lr": 0.0001, "memory": 18874, "data_time": 0.05026, "loss_rpn_cls": 0.01851, "loss_rpn_bbox": 0.04223, "loss_cls": 0.18077, "acc": 93.29907, "loss_bbox": 0.22892, "loss_mask": 0.23432, "loss": 0.70475, "time": 0.80747}
{"mode": "train", "epoch": 6, "iter": 4250, "lr": 0.0001, "memory": 18874, "data_time": 0.05772, "loss_rpn_cls": 0.01896, "loss_rpn_bbox": 0.04572, "loss_cls": 0.18797, "acc": 93.19678, "loss_bbox": 0.23775, "loss_mask": 0.23771, "loss": 0.72811, "time": 0.82134}
{"mode": "train", "epoch": 6, "iter": 4300, "lr": 0.0001, "memory": 18874, "data_time": 0.07052, "loss_rpn_cls": 0.02077, "loss_rpn_bbox": 0.04523, "loss_cls": 0.18949, "acc": 93.02881, "loss_bbox": 0.23834, "loss_mask": 0.24298, "loss": 0.73681, "time": 0.96209}
{"mode": "train", "epoch": 6, "iter": 4350, "lr": 0.0001, "memory": 18874, "data_time": 0.06301, "loss_rpn_cls": 0.01899, "loss_rpn_bbox": 0.04558, "loss_cls": 0.18034, "acc": 93.28442, "loss_bbox": 0.23889, "loss_mask": 0.24009, "loss": 0.72388, "time": 0.81631}
{"mode": "train", "epoch": 6, "iter": 4400, "lr": 0.0001, "memory": 18874, "data_time": 0.05147, "loss_rpn_cls": 0.01734, "loss_rpn_bbox": 0.04452, "loss_cls": 0.18387, "acc": 93.24341, "loss_bbox": 0.23275, "loss_mask": 0.24042, "loss": 0.7189, "time": 0.93227}
{"mode": "train", "epoch": 6, "iter": 4450, "lr": 0.0001, "memory": 18874, "data_time": 0.0451, "loss_rpn_cls": 0.01857, "loss_rpn_bbox": 0.04423, "loss_cls": 0.18155, "acc": 93.35962, "loss_bbox": 0.23145, "loss_mask": 0.23695, "loss": 0.71274, "time": 0.80473}
{"mode": "train", "epoch": 6, "iter": 4500, "lr": 0.0001, "memory": 18874, "data_time": 0.06481, "loss_rpn_cls": 0.01956, "loss_rpn_bbox": 0.04735, "loss_cls": 0.19157, "acc": 92.9585, "loss_bbox": 0.24379, "loss_mask": 0.24269, "loss": 0.74496, "time": 0.8129}
{"mode": "train", "epoch": 6, "iter": 4550, "lr": 0.0001, "memory": 18874, "data_time": 0.06318, "loss_rpn_cls": 0.01691, "loss_rpn_bbox": 0.0456, "loss_cls": 0.18316, "acc": 93.2959, "loss_bbox": 0.23494, "loss_mask": 0.23768, "loss": 0.71829, "time": 0.86456}
{"mode": "train", "epoch": 6, "iter": 4600, "lr": 0.0001, "memory": 18874, "data_time": 0.04588, "loss_rpn_cls": 0.01902, "loss_rpn_bbox": 0.04472, "loss_cls": 0.1912, "acc": 93.0249, "loss_bbox": 0.24452, "loss_mask": 0.23716, "loss": 0.73662, "time": 0.81733}
{"mode": "train", "epoch": 6, "iter": 4650, "lr": 0.0001, "memory": 18874, "data_time": 0.06165, "loss_rpn_cls": 0.01805, "loss_rpn_bbox": 0.04341, "loss_cls": 0.18163, "acc": 93.23315, "loss_bbox": 0.23495, "loss_mask": 0.23281, "loss": 0.71083, "time": 0.85528}
{"mode": "train", "epoch": 6, "iter": 4700, "lr": 0.0001, "memory": 18874, "data_time": 0.06007, "loss_rpn_cls": 0.01932, "loss_rpn_bbox": 0.04502, "loss_cls": 0.18681, "acc": 93.16357, "loss_bbox": 0.23819, "loss_mask": 0.23321, "loss": 0.72256, "time": 0.80554}
{"mode": "train", "epoch": 6, "iter": 4750, "lr": 0.0001, "memory": 18874, "data_time": 0.0488, "loss_rpn_cls": 0.01648, "loss_rpn_bbox": 0.04228, "loss_cls": 0.17576, "acc": 93.62134, "loss_bbox": 0.21933, "loss_mask": 0.22636, "loss": 0.68021, "time": 0.80227}
{"mode": "train", "epoch": 6, "iter": 4800, "lr": 0.0001, "memory": 18874, "data_time": 0.05194, "loss_rpn_cls": 0.01731, "loss_rpn_bbox": 0.04222, "loss_cls": 0.18761, "acc": 93.0459, "loss_bbox": 0.23934, "loss_mask": 0.23701, "loss": 0.72348, "time": 0.8073}
{"mode": "train", "epoch": 6, "iter": 4850, "lr": 0.0001, "memory": 18874, "data_time": 0.06617, "loss_rpn_cls": 0.01867, "loss_rpn_bbox": 0.04606, "loss_cls": 0.18519, "acc": 93.22827, "loss_bbox": 0.24059, "loss_mask": 0.2385, "loss": 0.72901, "time": 0.81799}
{"mode": "train", "epoch": 6, "iter": 4900, "lr": 0.0001, "memory": 18874, "data_time": 0.05432, "loss_rpn_cls": 0.01775, "loss_rpn_bbox": 0.04405, "loss_cls": 0.19125, "acc": 92.91016, "loss_bbox": 0.23977, "loss_mask": 0.23654, "loss": 0.72935, "time": 0.81317}
{"mode": "train", "epoch": 6, "iter": 4950, "lr": 0.0001, "memory": 18874, "data_time": 0.06017, "loss_rpn_cls": 0.01944, "loss_rpn_bbox": 0.04588, "loss_cls": 0.19517, "acc": 92.802, "loss_bbox": 0.25118, "loss_mask": 0.24696, "loss": 0.75862, "time": 0.80734}
{"mode": "train", "epoch": 6, "iter": 5000, "lr": 0.0001, "memory": 18874, "data_time": 0.06231, "loss_rpn_cls": 0.01621, "loss_rpn_bbox": 0.04159, "loss_cls": 0.17317, "acc": 93.60815, "loss_bbox": 0.22434, "loss_mask": 0.2316, "loss": 0.68691, "time": 0.8004}
{"mode": "train", "epoch": 6, "iter": 5050, "lr": 0.0001, "memory": 18874, "data_time": 0.0616, "loss_rpn_cls": 0.01995, "loss_rpn_bbox": 0.04895, "loss_cls": 0.19175, "acc": 92.84155, "loss_bbox": 0.24917, "loss_mask": 0.24472, "loss": 0.75453, "time": 0.8177}
{"mode": "train", "epoch": 6, "iter": 5100, "lr": 0.0001, "memory": 18874, "data_time": 0.0524, "loss_rpn_cls": 0.01632, "loss_rpn_bbox": 0.04343, "loss_cls": 0.18125, "acc": 93.25342, "loss_bbox": 0.23072, "loss_mask": 0.23459, "loss": 0.70632, "time": 0.84834}
{"mode": "train", "epoch": 6, "iter": 5150, "lr": 0.0001, "memory": 18874, "data_time": 0.06299, "loss_rpn_cls": 0.01759, "loss_rpn_bbox": 0.04318, "loss_cls": 0.18737, "acc": 93.09229, "loss_bbox": 0.23661, "loss_mask": 0.23974, "loss": 0.7245, "time": 0.81664}
{"mode": "train", "epoch": 6, "iter": 5200, "lr": 0.0001, "memory": 18874, "data_time": 0.05657, "loss_rpn_cls": 0.01826, "loss_rpn_bbox": 0.04255, "loss_cls": 0.17565, "acc": 93.66846, "loss_bbox": 0.22723, "loss_mask": 0.22981, "loss": 0.6935, "time": 0.8013}
{"mode": "train", "epoch": 6, "iter": 5250, "lr": 0.0001, "memory": 18874, "data_time": 0.06197, "loss_rpn_cls": 0.01878, "loss_rpn_bbox": 0.04324, "loss_cls": 0.18461, "acc": 93.32397, "loss_bbox": 0.23433, "loss_mask": 0.23866, "loss": 0.71962, "time": 0.80822}
{"mode": "train", "epoch": 6, "iter": 5300, "lr": 0.0001, "memory": 18874, "data_time": 0.05287, "loss_rpn_cls": 0.01926, "loss_rpn_bbox": 0.049, "loss_cls": 0.18448, "acc": 93.21436, "loss_bbox": 0.23806, "loss_mask": 0.23718, "loss": 0.72798, "time": 0.81084}
{"mode": "train", "epoch": 6, "iter": 5350, "lr": 0.0001, "memory": 18874, "data_time": 0.0606, "loss_rpn_cls": 0.01947, "loss_rpn_bbox": 0.04562, "loss_cls": 0.18682, "acc": 93.26587, "loss_bbox": 0.23071, "loss_mask": 0.23993, "loss": 0.72255, "time": 0.96698}
{"mode": "train", "epoch": 6, "iter": 5400, "lr": 0.0001, "memory": 18874, "data_time": 0.06704, "loss_rpn_cls": 0.01727, "loss_rpn_bbox": 0.04459, "loss_cls": 0.18217, "acc": 93.30225, "loss_bbox": 0.2325, "loss_mask": 0.23548, "loss": 0.71201, "time": 0.80417}
{"mode": "train", "epoch": 6, "iter": 5450, "lr": 0.0001, "memory": 18874, "data_time": 0.06121, "loss_rpn_cls": 0.01852, "loss_rpn_bbox": 0.04517, "loss_cls": 0.18161, "acc": 93.42578, "loss_bbox": 0.2318, "loss_mask": 0.23315, "loss": 0.71025, "time": 0.90248}
{"mode": "train", "epoch": 6, "iter": 5500, "lr": 0.0001, "memory": 18874, "data_time": 0.04526, "loss_rpn_cls": 0.01711, "loss_rpn_bbox": 0.04345, "loss_cls": 0.1846, "acc": 93.28564, "loss_bbox": 0.22865, "loss_mask": 0.23733, "loss": 0.71115, "time": 0.80598}
{"mode": "train", "epoch": 6, "iter": 5550, "lr": 0.0001, "memory": 18874, "data_time": 0.06844, "loss_rpn_cls": 0.01903, "loss_rpn_bbox": 0.04556, "loss_cls": 0.19492, "acc": 92.7229, "loss_bbox": 0.24266, "loss_mask": 0.23878, "loss": 0.74096, "time": 0.81956}
{"mode": "train", "epoch": 6, "iter": 5600, "lr": 0.0001, "memory": 18874, "data_time": 0.07174, "loss_rpn_cls": 0.01869, "loss_rpn_bbox": 0.04392, "loss_cls": 0.18795, "acc": 93.00391, "loss_bbox": 0.24291, "loss_mask": 0.23772, "loss": 0.73118, "time": 0.85608}
{"mode": "train", "epoch": 6, "iter": 5650, "lr": 0.0001, "memory": 18874, "data_time": 0.06246, "loss_rpn_cls": 0.01866, "loss_rpn_bbox": 0.04379, "loss_cls": 0.18262, "acc": 93.31543, "loss_bbox": 0.23356, "loss_mask": 0.23534, "loss": 0.71397, "time": 0.81044}
{"mode": "train", "epoch": 6, "iter": 5700, "lr": 0.0001, "memory": 18874, "data_time": 0.05063, "loss_rpn_cls": 0.01816, "loss_rpn_bbox": 0.04085, "loss_cls": 0.17156, "acc": 93.7561, "loss_bbox": 0.21933, "loss_mask": 0.23654, "loss": 0.68644, "time": 0.83082}
{"mode": "train", "epoch": 6, "iter": 5750, "lr": 0.0001, "memory": 18874, "data_time": 0.07088, "loss_rpn_cls": 0.01774, "loss_rpn_bbox": 0.04125, "loss_cls": 0.17952, "acc": 93.48755, "loss_bbox": 0.22491, "loss_mask": 0.23338, "loss": 0.69679, "time": 0.81177}
{"mode": "train", "epoch": 6, "iter": 5800, "lr": 0.0001, "memory": 18874, "data_time": 0.06334, "loss_rpn_cls": 0.01788, "loss_rpn_bbox": 0.04547, "loss_cls": 0.18972, "acc": 93.03638, "loss_bbox": 0.24042, "loss_mask": 0.24494, "loss": 0.73843, "time": 0.80732}
{"mode": "train", "epoch": 6, "iter": 5850, "lr": 0.0001, "memory": 18874, "data_time": 0.05787, "loss_rpn_cls": 0.01722, "loss_rpn_bbox": 0.0442, "loss_cls": 0.18632, "acc": 93.19067, "loss_bbox": 0.23296, "loss_mask": 0.23561, "loss": 0.7163, "time": 0.79967}
{"mode": "train", "epoch": 6, "iter": 5900, "lr": 0.0001, "memory": 18874, "data_time": 0.05815, "loss_rpn_cls": 0.01681, "loss_rpn_bbox": 0.04413, "loss_cls": 0.19026, "acc": 93.03223, "loss_bbox": 0.23565, "loss_mask": 0.23809, "loss": 0.72494, "time": 0.80182}
{"mode": "train", "epoch": 6, "iter": 5950, "lr": 0.0001, "memory": 18874, "data_time": 0.04592, "loss_rpn_cls": 0.01671, "loss_rpn_bbox": 0.04373, "loss_cls": 0.17982, "acc": 93.39771, "loss_bbox": 0.22956, "loss_mask": 0.2295, "loss": 0.69932, "time": 0.80712}
{"mode": "train", "epoch": 6, "iter": 6000, "lr": 0.0001, "memory": 18874, "data_time": 0.07263, "loss_rpn_cls": 0.01901, "loss_rpn_bbox": 0.04741, "loss_cls": 0.19234, "acc": 92.9812, "loss_bbox": 0.24173, "loss_mask": 0.23849, "loss": 0.73898, "time": 0.81494}
{"mode": "train", "epoch": 6, "iter": 6050, "lr": 0.0001, "memory": 18874, "data_time": 0.06322, "loss_rpn_cls": 0.01644, "loss_rpn_bbox": 0.0396, "loss_cls": 0.17168, "acc": 93.67432, "loss_bbox": 0.22068, "loss_mask": 0.23, "loss": 0.6784, "time": 0.8074}
{"mode": "train", "epoch": 6, "iter": 6100, "lr": 0.0001, "memory": 18874, "data_time": 0.05148, "loss_rpn_cls": 0.01784, "loss_rpn_bbox": 0.04233, "loss_cls": 0.18329, "acc": 93.24121, "loss_bbox": 0.23359, "loss_mask": 0.22894, "loss": 0.70599, "time": 0.80235}
{"mode": "train", "epoch": 6, "iter": 6150, "lr": 0.0001, "memory": 18874, "data_time": 0.06701, "loss_rpn_cls": 0.01804, "loss_rpn_bbox": 0.04662, "loss_cls": 0.18852, "acc": 93.17163, "loss_bbox": 0.23747, "loss_mask": 0.23378, "loss": 0.72443, "time": 0.89102}
{"mode": "train", "epoch": 6, "iter": 6200, "lr": 0.0001, "memory": 18874, "data_time": 0.06204, "loss_rpn_cls": 0.01933, "loss_rpn_bbox": 0.04687, "loss_cls": 0.18866, "acc": 93.03735, "loss_bbox": 0.23943, "loss_mask": 0.24123, "loss": 0.73553, "time": 0.8081}
{"mode": "train", "epoch": 6, "iter": 6250, "lr": 0.0001, "memory": 18874, "data_time": 0.05593, "loss_rpn_cls": 0.01973, "loss_rpn_bbox": 0.04549, "loss_cls": 0.19475, "acc": 92.95703, "loss_bbox": 0.24543, "loss_mask": 0.24504, "loss": 0.75044, "time": 0.80709}
{"mode": "train", "epoch": 6, "iter": 6300, "lr": 0.0001, "memory": 18874, "data_time": 0.07074, "loss_rpn_cls": 0.01727, "loss_rpn_bbox": 0.04255, "loss_cls": 0.18618, "acc": 93.17334, "loss_bbox": 0.23744, "loss_mask": 0.23254, "loss": 0.71599, "time": 0.80371}
{"mode": "train", "epoch": 6, "iter": 6350, "lr": 0.0001, "memory": 18874, "data_time": 0.0512, "loss_rpn_cls": 0.01796, "loss_rpn_bbox": 0.0415, "loss_cls": 0.18339, "acc": 93.375, "loss_bbox": 0.2308, "loss_mask": 0.24051, "loss": 0.71416, "time": 0.80517}
{"mode": "train", "epoch": 6, "iter": 6400, "lr": 0.0001, "memory": 18874, "data_time": 0.05549, "loss_rpn_cls": 0.01989, "loss_rpn_bbox": 0.0453, "loss_cls": 0.18989, "acc": 92.97778, "loss_bbox": 0.24431, "loss_mask": 0.24357, "loss": 0.74296, "time": 0.91161}
{"mode": "train", "epoch": 6, "iter": 6450, "lr": 0.0001, "memory": 18874, "data_time": 0.05157, "loss_rpn_cls": 0.01761, "loss_rpn_bbox": 0.04401, "loss_cls": 0.17931, "acc": 93.39819, "loss_bbox": 0.23059, "loss_mask": 0.23438, "loss": 0.7059, "time": 0.86302}
{"mode": "train", "epoch": 6, "iter": 6500, "lr": 0.0001, "memory": 18874, "data_time": 0.06499, "loss_rpn_cls": 0.0195, "loss_rpn_bbox": 0.04645, "loss_cls": 0.18541, "acc": 93.14966, "loss_bbox": 0.23593, "loss_mask": 0.23987, "loss": 0.72716, "time": 0.92545}
{"mode": "train", "epoch": 6, "iter": 6550, "lr": 0.0001, "memory": 18874, "data_time": 0.05741, "loss_rpn_cls": 0.01793, "loss_rpn_bbox": 0.04205, "loss_cls": 0.17707, "acc": 93.37524, "loss_bbox": 0.22675, "loss_mask": 0.22798, "loss": 0.69178, "time": 0.81471}
{"mode": "train", "epoch": 6, "iter": 6600, "lr": 0.0001, "memory": 18874, "data_time": 0.05778, "loss_rpn_cls": 0.02036, "loss_rpn_bbox": 0.04442, "loss_cls": 0.18856, "acc": 93.10498, "loss_bbox": 0.22926, "loss_mask": 0.23451, "loss": 0.71711, "time": 0.80917}
{"mode": "train", "epoch": 6, "iter": 6650, "lr": 0.0001, "memory": 18874, "data_time": 0.05033, "loss_rpn_cls": 0.01859, "loss_rpn_bbox": 0.04571, "loss_cls": 0.18608, "acc": 93.08447, "loss_bbox": 0.24273, "loss_mask": 0.24342, "loss": 0.73653, "time": 0.85573}
{"mode": "train", "epoch": 6, "iter": 6700, "lr": 0.0001, "memory": 18874, "data_time": 0.05737, "loss_rpn_cls": 0.01793, "loss_rpn_bbox": 0.04267, "loss_cls": 0.18458, "acc": 93.2229, "loss_bbox": 0.23602, "loss_mask": 0.24009, "loss": 0.7213, "time": 0.80687}
{"mode": "train", "epoch": 6, "iter": 6750, "lr": 0.0001, "memory": 18874, "data_time": 0.05644, "loss_rpn_cls": 0.01821, "loss_rpn_bbox": 0.04592, "loss_cls": 0.18705, "acc": 93.09644, "loss_bbox": 0.23641, "loss_mask": 0.24042, "loss": 0.728, "time": 0.85002}
{"mode": "train", "epoch": 6, "iter": 6800, "lr": 0.0001, "memory": 18874, "data_time": 0.04788, "loss_rpn_cls": 0.02032, "loss_rpn_bbox": 0.04621, "loss_cls": 0.188, "acc": 93.17163, "loss_bbox": 0.23387, "loss_mask": 0.23914, "loss": 0.72754, "time": 0.80198}
{"mode": "train", "epoch": 6, "iter": 6850, "lr": 0.0001, "memory": 18874, "data_time": 0.05798, "loss_rpn_cls": 0.01871, "loss_rpn_bbox": 0.04657, "loss_cls": 0.19228, "acc": 92.8064, "loss_bbox": 0.24421, "loss_mask": 0.23974, "loss": 0.7415, "time": 0.82312}
{"mode": "train", "epoch": 6, "iter": 6900, "lr": 0.0001, "memory": 18874, "data_time": 0.04805, "loss_rpn_cls": 0.0192, "loss_rpn_bbox": 0.04649, "loss_cls": 0.19149, "acc": 92.96484, "loss_bbox": 0.24461, "loss_mask": 0.24232, "loss": 0.74411, "time": 0.81313}
{"mode": "train", "epoch": 6, "iter": 6950, "lr": 0.0001, "memory": 18874, "data_time": 0.05523, "loss_rpn_cls": 0.01799, "loss_rpn_bbox": 0.04428, "loss_cls": 0.1883, "acc": 92.92139, "loss_bbox": 0.24252, "loss_mask": 0.23778, "loss": 0.73088, "time": 0.81288}
{"mode": "train", "epoch": 6, "iter": 7000, "lr": 0.0001, "memory": 18874, "data_time": 0.05797, "loss_rpn_cls": 0.01895, "loss_rpn_bbox": 0.0438, "loss_cls": 0.18175, "acc": 93.31128, "loss_bbox": 0.23008, "loss_mask": 0.23209, "loss": 0.70666, "time": 0.80516}
{"mode": "train", "epoch": 6, "iter": 7050, "lr": 0.0001, "memory": 18874, "data_time": 0.06348, "loss_rpn_cls": 0.01869, "loss_rpn_bbox": 0.04585, "loss_cls": 0.19367, "acc": 92.97656, "loss_bbox": 0.24377, "loss_mask": 0.2419, "loss": 0.74389, "time": 0.81032}
{"mode": "train", "epoch": 6, "iter": 7100, "lr": 0.0001, "memory": 18874, "data_time": 0.08083, "loss_rpn_cls": 0.01784, "loss_rpn_bbox": 0.04696, "loss_cls": 0.1918, "acc": 93.09106, "loss_bbox": 0.23887, "loss_mask": 0.23828, "loss": 0.73374, "time": 0.81834}
{"mode": "train", "epoch": 6, "iter": 7150, "lr": 0.0001, "memory": 18874, "data_time": 0.05342, "loss_rpn_cls": 0.02008, "loss_rpn_bbox": 0.04529, "loss_cls": 0.18607, "acc": 93.27759, "loss_bbox": 0.23459, "loss_mask": 0.23477, "loss": 0.7208, "time": 0.80924}
{"mode": "train", "epoch": 6, "iter": 7200, "lr": 0.0001, "memory": 18874, "data_time": 0.05949, "loss_rpn_cls": 0.01822, "loss_rpn_bbox": 0.04485, "loss_cls": 0.18718, "acc": 93.04102, "loss_bbox": 0.23949, "loss_mask": 0.23913, "loss": 0.72887, "time": 0.81254}
{"mode": "train", "epoch": 6, "iter": 7250, "lr": 0.0001, "memory": 18874, "data_time": 0.05462, "loss_rpn_cls": 0.01758, "loss_rpn_bbox": 0.04389, "loss_cls": 0.18228, "acc": 93.30469, "loss_bbox": 0.23216, "loss_mask": 0.23462, "loss": 0.71053, "time": 0.85153}
{"mode": "train", "epoch": 6, "iter": 7300, "lr": 0.0001, "memory": 18874, "data_time": 0.05455, "loss_rpn_cls": 0.01718, "loss_rpn_bbox": 0.04434, "loss_cls": 0.18299, "acc": 93.22705, "loss_bbox": 0.23296, "loss_mask": 0.23091, "loss": 0.70837, "time": 0.81686}
{"mode": "val", "epoch": 6, "iter": 625, "lr": 0.0001, "bbox_mAP": 0.455, "bbox_mAP_50": 0.691, "bbox_mAP_75": 0.503, "bbox_mAP_s": 0.279, "bbox_mAP_m": 0.501, "bbox_mAP_l": 0.616, "bbox_mAP_copypaste": "0.455 0.691 0.503 0.279 0.501 0.616", "segm_mAP": 0.412, "segm_mAP_50": 0.657, "segm_mAP_75": 0.439, "segm_mAP_s": 0.196, "segm_mAP_m": 0.448, "segm_mAP_l": 0.632, "segm_mAP_copypaste": "0.412 0.657 0.439 0.196 0.448 0.632"}
{"mode": "train", "epoch": 7, "iter": 50, "lr": 0.0001, "memory": 18874, "data_time": 0.1872, "loss_rpn_cls": 0.01618, "loss_rpn_bbox": 0.04076, "loss_cls": 0.17334, "acc": 93.56958, "loss_bbox": 0.22719, "loss_mask": 0.22887, "loss": 0.68635, "time": 0.96019}
{"mode": "train", "epoch": 7, "iter": 100, "lr": 0.0001, "memory": 18874, "data_time": 0.05767, "loss_rpn_cls": 0.01639, "loss_rpn_bbox": 0.03994, "loss_cls": 0.17297, "acc": 93.57104, "loss_bbox": 0.22567, "loss_mask": 0.22638, "loss": 0.68137, "time": 0.91627}
{"mode": "train", "epoch": 7, "iter": 150, "lr": 0.0001, "memory": 18874, "data_time": 0.07115, "loss_rpn_cls": 0.01593, "loss_rpn_bbox": 0.04393, "loss_cls": 0.17454, "acc": 93.54077, "loss_bbox": 0.22636, "loss_mask": 0.22974, "loss": 0.6905, "time": 0.82402}
{"mode": "train", "epoch": 7, "iter": 200, "lr": 0.0001, "memory": 18874, "data_time": 0.06291, "loss_rpn_cls": 0.01688, "loss_rpn_bbox": 0.04401, "loss_cls": 0.17986, "acc": 93.27124, "loss_bbox": 0.23611, "loss_mask": 0.23983, "loss": 0.71668, "time": 0.81966}
{"mode": "train", "epoch": 7, "iter": 250, "lr": 0.0001, "memory": 18874, "data_time": 0.05502, "loss_rpn_cls": 0.01666, "loss_rpn_bbox": 0.04542, "loss_cls": 0.18405, "acc": 93.18262, "loss_bbox": 0.23456, "loss_mask": 0.23091, "loss": 0.71159, "time": 0.82612}
{"mode": "train", "epoch": 7, "iter": 300, "lr": 0.0001, "memory": 18874, "data_time": 0.05613, "loss_rpn_cls": 0.01666, "loss_rpn_bbox": 0.04259, "loss_cls": 0.16761, "acc": 93.81177, "loss_bbox": 0.22394, "loss_mask": 0.22623, "loss": 0.67702, "time": 0.81955}
{"mode": "train", "epoch": 7, "iter": 350, "lr": 0.0001, "memory": 18874, "data_time": 0.07544, "loss_rpn_cls": 0.01774, "loss_rpn_bbox": 0.04502, "loss_cls": 0.18857, "acc": 93.11621, "loss_bbox": 0.23717, "loss_mask": 0.236, "loss": 0.7245, "time": 0.82923}
{"mode": "train", "epoch": 7, "iter": 400, "lr": 0.0001, "memory": 18874, "data_time": 0.0633, "loss_rpn_cls": 0.01806, "loss_rpn_bbox": 0.04638, "loss_cls": 0.18519, "acc": 93.10132, "loss_bbox": 0.23628, "loss_mask": 0.2344, "loss": 0.72031, "time": 0.81825}
{"mode": "train", "epoch": 7, "iter": 450, "lr": 0.0001, "memory": 18874, "data_time": 0.06269, "loss_rpn_cls": 0.01791, "loss_rpn_bbox": 0.04436, "loss_cls": 0.18097, "acc": 93.25708, "loss_bbox": 0.23709, "loss_mask": 0.23549, "loss": 0.71582, "time": 0.83633}
{"mode": "train", "epoch": 7, "iter": 500, "lr": 0.0001, "memory": 18874, "data_time": 0.048, "loss_rpn_cls": 0.01608, "loss_rpn_bbox": 0.04053, "loss_cls": 0.17309, "acc": 93.54736, "loss_bbox": 0.22178, "loss_mask": 0.23254, "loss": 0.68403, "time": 0.85388}
{"mode": "train", "epoch": 7, "iter": 550, "lr": 0.0001, "memory": 18874, "data_time": 0.05722, "loss_rpn_cls": 0.0156, "loss_rpn_bbox": 0.04134, "loss_cls": 0.17268, "acc": 93.7085, "loss_bbox": 0.22118, "loss_mask": 0.23395, "loss": 0.68474, "time": 0.8034}
{"mode": "train", "epoch": 7, "iter": 600, "lr": 0.0001, "memory": 18874, "data_time": 0.05351, "loss_rpn_cls": 0.01725, "loss_rpn_bbox": 0.04371, "loss_cls": 0.17556, "acc": 93.53516, "loss_bbox": 0.23023, "loss_mask": 0.23289, "loss": 0.69964, "time": 0.81243}
{"mode": "train", "epoch": 7, "iter": 650, "lr": 0.0001, "memory": 18874, "data_time": 0.05382, "loss_rpn_cls": 0.01663, "loss_rpn_bbox": 0.04222, "loss_cls": 0.17396, "acc": 93.57544, "loss_bbox": 0.22378, "loss_mask": 0.22672, "loss": 0.68331, "time": 0.81687}
{"mode": "train", "epoch": 7, "iter": 700, "lr": 0.0001, "memory": 18874, "data_time": 0.04069, "loss_rpn_cls": 0.0147, "loss_rpn_bbox": 0.04091, "loss_cls": 0.16463, "acc": 93.95361, "loss_bbox": 0.21004, "loss_mask": 0.2222, "loss": 0.65249, "time": 0.83592}
{"mode": "train", "epoch": 7, "iter": 750, "lr": 0.0001, "memory": 18874, "data_time": 0.06493, "loss_rpn_cls": 0.01634, "loss_rpn_bbox": 0.04422, "loss_cls": 0.18126, "acc": 93.25391, "loss_bbox": 0.2374, "loss_mask": 0.23762, "loss": 0.71684, "time": 0.81263}
{"mode": "train", "epoch": 7, "iter": 800, "lr": 0.0001, "memory": 18874, "data_time": 0.05165, "loss_rpn_cls": 0.01555, "loss_rpn_bbox": 0.04144, "loss_cls": 0.16743, "acc": 93.7644, "loss_bbox": 0.22348, "loss_mask": 0.23111, "loss": 0.67901, "time": 0.80594}
{"mode": "train", "epoch": 7, "iter": 850, "lr": 0.0001, "memory": 18874, "data_time": 0.06153, "loss_rpn_cls": 0.01679, "loss_rpn_bbox": 0.04628, "loss_cls": 0.18044, "acc": 93.26172, "loss_bbox": 0.23078, "loss_mask": 0.23105, "loss": 0.70534, "time": 0.82966}
{"mode": "train", "epoch": 7, "iter": 900, "lr": 0.0001, "memory": 18874, "data_time": 0.04439, "loss_rpn_cls": 0.01604, "loss_rpn_bbox": 0.0434, "loss_cls": 0.17768, "acc": 93.35767, "loss_bbox": 0.23015, "loss_mask": 0.23842, "loss": 0.70571, "time": 0.80524}
{"mode": "train", "epoch": 7, "iter": 950, "lr": 0.0001, "memory": 18874, "data_time": 0.06005, "loss_rpn_cls": 0.01759, "loss_rpn_bbox": 0.04425, "loss_cls": 0.18802, "acc": 93.01562, "loss_bbox": 0.23721, "loss_mask": 0.23226, "loss": 0.71933, "time": 0.82168}
{"mode": "train", "epoch": 7, "iter": 1000, "lr": 0.0001, "memory": 18874, "data_time": 0.04752, "loss_rpn_cls": 0.01678, "loss_rpn_bbox": 0.04127, "loss_cls": 0.17673, "acc": 93.44092, "loss_bbox": 0.22651, "loss_mask": 0.23096, "loss": 0.69225, "time": 0.82413}
{"mode": "train", "epoch": 7, "iter": 1050, "lr": 0.0001, "memory": 18874, "data_time": 0.0532, "loss_rpn_cls": 0.01631, "loss_rpn_bbox": 0.04725, "loss_cls": 0.19083, "acc": 92.96973, "loss_bbox": 0.24039, "loss_mask": 0.23692, "loss": 0.7317, "time": 0.86648}
{"mode": "train", "epoch": 7, "iter": 1100, "lr": 0.0001, "memory": 18874, "data_time": 0.07378, "loss_rpn_cls": 0.01688, "loss_rpn_bbox": 0.04466, "loss_cls": 0.17406, "acc": 93.51831, "loss_bbox": 0.22954, "loss_mask": 0.23402, "loss": 0.69917, "time": 0.83155}
{"mode": "train", "epoch": 7, "iter": 1150, "lr": 0.0001, "memory": 18874, "data_time": 0.06086, "loss_rpn_cls": 0.01591, "loss_rpn_bbox": 0.04087, "loss_cls": 0.16829, "acc": 93.72046, "loss_bbox": 0.22314, "loss_mask": 0.23393, "loss": 0.68213, "time": 0.92434}
{"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.0001, "memory": 18874, "data_time": 0.05031, "loss_rpn_cls": 0.01584, "loss_rpn_bbox": 0.04119, "loss_cls": 0.16309, "acc": 93.94873, "loss_bbox": 0.21352, "loss_mask": 0.22013, "loss": 0.65377, "time": 0.8147}
{"mode": "train", "epoch": 7, "iter": 1250, "lr": 0.0001, "memory": 18874, "data_time": 0.05265, "loss_rpn_cls": 0.01765, "loss_rpn_bbox": 0.04416, "loss_cls": 0.18113, "acc": 93.35303, "loss_bbox": 0.2281, "loss_mask": 0.23002, "loss": 0.70106, "time": 0.8201}
{"mode": "train", "epoch": 7, "iter": 1300, "lr": 0.0001, "memory": 18874, "data_time": 0.05606, "loss_rpn_cls": 0.01683, "loss_rpn_bbox": 0.04542, "loss_cls": 0.17307, "acc": 93.60522, "loss_bbox": 0.22902, "loss_mask": 0.22897, "loss": 0.69331, "time": 0.92203}
{"mode": "train", "epoch": 7, "iter": 1350, "lr": 0.0001, "memory": 18874, "data_time": 0.05537, "loss_rpn_cls": 0.01663, "loss_rpn_bbox": 0.03968, "loss_cls": 0.17242, "acc": 93.63354, "loss_bbox": 0.22384, "loss_mask": 0.22979, "loss": 0.68237, "time": 0.80867}
{"mode": "train", "epoch": 7, "iter": 1400, "lr": 0.0001, "memory": 18874, "data_time": 0.06131, "loss_rpn_cls": 0.01839, "loss_rpn_bbox": 0.045, "loss_cls": 0.18968, "acc": 93.00439, "loss_bbox": 0.24099, "loss_mask": 0.23297, "loss": 0.72703, "time": 0.87286}
{"mode": "train", "epoch": 7, "iter": 1450, "lr": 0.0001, "memory": 18874, "data_time": 0.06015, "loss_rpn_cls": 0.01883, "loss_rpn_bbox": 0.04502, "loss_cls": 0.18449, "acc": 93.15723, "loss_bbox": 0.23547, "loss_mask": 0.23357, "loss": 0.71738, "time": 0.82717}
{"mode": "train", "epoch": 7, "iter": 1500, "lr": 0.0001, "memory": 18874, "data_time": 0.04881, "loss_rpn_cls": 0.0167, "loss_rpn_bbox": 0.04214, "loss_cls": 0.18243, "acc": 93.21777, "loss_bbox": 0.23323, "loss_mask": 0.23424, "loss": 0.70874, "time": 0.81143}
{"mode": "train", "epoch": 7, "iter": 1550, "lr": 0.0001, "memory": 18874, "data_time": 0.04137, "loss_rpn_cls": 0.01716, "loss_rpn_bbox": 0.04133, "loss_cls": 0.17764, "acc": 93.41821, "loss_bbox": 0.22869, "loss_mask": 0.23214, "loss": 0.69696, "time": 0.84869}
{"mode": "train", "epoch": 7, "iter": 1600, "lr": 0.0001, "memory": 18874, "data_time": 0.06448, "loss_rpn_cls": 0.01858, "loss_rpn_bbox": 0.04439, "loss_cls": 0.18641, "acc": 92.98779, "loss_bbox": 0.23919, "loss_mask": 0.23298, "loss": 0.72155, "time": 0.82687}
{"mode": "train", "epoch": 7, "iter": 1650, "lr": 0.0001, "memory": 18874, "data_time": 0.06563, "loss_rpn_cls": 0.01709, "loss_rpn_bbox": 0.04325, "loss_cls": 0.176, "acc": 93.44434, "loss_bbox": 0.22529, "loss_mask": 0.23028, "loss": 0.6919, "time": 0.82268}
{"mode": "train", "epoch": 7, "iter": 1700, "lr": 0.0001, "memory": 18874, "data_time": 0.05734, "loss_rpn_cls": 0.01554, "loss_rpn_bbox": 0.04126, "loss_cls": 0.17866, "acc": 93.35474, "loss_bbox": 0.22906, "loss_mask": 0.23329, "loss": 0.69781, "time": 0.80706}
{"mode": "train", "epoch": 7, "iter": 1750, "lr": 0.0001, "memory": 18874, "data_time": 0.04615, "loss_rpn_cls": 0.01712, "loss_rpn_bbox": 0.04456, "loss_cls": 0.17846, "acc": 93.42236, "loss_bbox": 0.22896, "loss_mask": 0.23331, "loss": 0.70241, "time": 0.86084}
{"mode": "train", "epoch": 7, "iter": 1800, "lr": 0.0001, "memory": 18874, "data_time": 0.05764, "loss_rpn_cls": 0.01762, "loss_rpn_bbox": 0.04489, "loss_cls": 0.1858, "acc": 93.11816, "loss_bbox": 0.23921, "loss_mask": 0.23438, "loss": 0.7219, "time": 0.82144}
{"mode": "train", "epoch": 7, "iter": 1850, "lr": 0.0001, "memory": 18874, "data_time": 0.04339, "loss_rpn_cls": 0.0155, "loss_rpn_bbox": 0.04372, "loss_cls": 0.18173, "acc": 93.28052, "loss_bbox": 0.2322, "loss_mask": 0.23934, "loss": 0.71249, "time": 0.81263}
{"mode": "train", "epoch": 7, "iter": 1900, "lr": 0.0001, "memory": 18874, "data_time": 0.05158, "loss_rpn_cls": 0.01766, "loss_rpn_bbox": 0.04301, "loss_cls": 0.17607, "acc": 93.4895, "loss_bbox": 0.22655, "loss_mask": 0.23027, "loss": 0.69356, "time": 0.81101}
{"mode": "train", "epoch": 7, "iter": 1950, "lr": 0.0001, "memory": 18874, "data_time": 0.06322, "loss_rpn_cls": 0.01768, "loss_rpn_bbox": 0.04131, "loss_cls": 0.17658, "acc": 93.55127, "loss_bbox": 0.2212, "loss_mask": 0.22756, "loss": 0.68433, "time": 0.80982}
{"mode": "train", "epoch": 7, "iter": 2000, "lr": 0.0001, "memory": 18874, "data_time": 0.0544, "loss_rpn_cls": 0.016, "loss_rpn_bbox": 0.04091, "loss_cls": 0.17569, "acc": 93.56396, "loss_bbox": 0.22633, "loss_mask": 0.22928, "loss": 0.68821, "time": 0.8141}
{"mode": "train", "epoch": 7, "iter": 2050, "lr": 0.0001, "memory": 18874, "data_time": 0.05905, "loss_rpn_cls": 0.01751, "loss_rpn_bbox": 0.0429, "loss_cls": 0.18179, "acc": 93.26099, "loss_bbox": 0.23369, "loss_mask": 0.23579, "loss": 0.71168, "time": 0.81784}
{"mode": "train", "epoch": 7, "iter": 2100, "lr": 0.0001, "memory": 18874, "data_time": 0.04696, "loss_rpn_cls": 0.01677, "loss_rpn_bbox": 0.04072, "loss_cls": 0.17299, "acc": 93.61865, "loss_bbox": 0.2234, "loss_mask": 0.22704, "loss": 0.68092, "time": 0.85579}
{"mode": "train", "epoch": 7, "iter": 2150, "lr": 0.0001, "memory": 18874, "data_time": 0.0767, "loss_rpn_cls": 0.01684, "loss_rpn_bbox": 0.04302, "loss_cls": 0.17726, "acc": 93.42188, "loss_bbox": 0.2273, "loss_mask": 0.23083, "loss": 0.69525, "time": 0.82301}
{"mode": "train", "epoch": 7, "iter": 2200, "lr": 0.0001, "memory": 18874, "data_time": 0.0494, "loss_rpn_cls": 0.01754, "loss_rpn_bbox": 0.04244, "loss_cls": 0.17458, "acc": 93.5, "loss_bbox": 0.22378, "loss_mask": 0.22863, "loss": 0.68698, "time": 0.90995}
{"mode": "train", "epoch": 7, "iter": 2250, "lr": 0.0001, "memory": 18874, "data_time": 0.05989, "loss_rpn_cls": 0.01615, "loss_rpn_bbox": 0.04097, "loss_cls": 0.17778, "acc": 93.38501, "loss_bbox": 0.23273, "loss_mask": 0.23287, "loss": 0.7005, "time": 0.81338}
{"mode": "train", "epoch": 7, "iter": 2300, "lr": 0.0001, "memory": 18874, "data_time": 0.05119, "loss_rpn_cls": 0.01731, "loss_rpn_bbox": 0.0442, "loss_cls": 0.17822, "acc": 93.3501, "loss_bbox": 0.22971, "loss_mask": 0.23, "loss": 0.69944, "time": 0.80894}
{"mode": "train", "epoch": 7, "iter": 2350, "lr": 0.0001, "memory": 18874, "data_time": 0.06481, "loss_rpn_cls": 0.01789, "loss_rpn_bbox": 0.0418, "loss_cls": 0.18044, "acc": 93.39697, "loss_bbox": 0.22959, "loss_mask": 0.22906, "loss": 0.69879, "time": 0.95589}
{"mode": "train", "epoch": 7, "iter": 2400, "lr": 0.0001, "memory": 18874, "data_time": 0.05765, "loss_rpn_cls": 0.01818, "loss_rpn_bbox": 0.04533, "loss_cls": 0.17736, "acc": 93.37109, "loss_bbox": 0.22939, "loss_mask": 0.23503, "loss": 0.70528, "time": 0.8173}
{"mode": "train", "epoch": 7, "iter": 2450, "lr": 0.0001, "memory": 18874, "data_time": 0.05086, "loss_rpn_cls": 0.01764, "loss_rpn_bbox": 0.04346, "loss_cls": 0.18255, "acc": 93.22876, "loss_bbox": 0.24007, "loss_mask": 0.24139, "loss": 0.72511, "time": 0.85519}
{"mode": "train", "epoch": 7, "iter": 2500, "lr": 0.0001, "memory": 18874, "data_time": 0.05096, "loss_rpn_cls": 0.01658, "loss_rpn_bbox": 0.04285, "loss_cls": 0.17423, "acc": 93.53198, "loss_bbox": 0.22717, "loss_mask": 0.23162, "loss": 0.69244, "time": 0.80742}
{"mode": "train", "epoch": 7, "iter": 2550, "lr": 0.0001, "memory": 18874, "data_time": 0.04662, "loss_rpn_cls": 0.01828, "loss_rpn_bbox": 0.04522, "loss_cls": 0.19026, "acc": 92.98779, "loss_bbox": 0.24381, "loss_mask": 0.23769, "loss": 0.73525, "time": 0.82124}
{"mode": "train", "epoch": 7, "iter": 2600, "lr": 0.0001, "memory": 18874, "data_time": 0.04984, "loss_rpn_cls": 0.01762, "loss_rpn_bbox": 0.04298, "loss_cls": 0.17527, "acc": 93.48535, "loss_bbox": 0.22552, "loss_mask": 0.22928, "loss": 0.69067, "time": 0.85267}
{"mode": "train", "epoch": 7, "iter": 2650, "lr": 0.0001, "memory": 18874, "data_time": 0.0538, "loss_rpn_cls": 0.01605, "loss_rpn_bbox": 0.04373, "loss_cls": 0.17974, "acc": 93.34033, "loss_bbox": 0.23071, "loss_mask": 0.23283, "loss": 0.70307, "time": 0.80997}
{"mode": "train", "epoch": 7, "iter": 2700, "lr": 0.0001, "memory": 18874, "data_time": 0.05065, "loss_rpn_cls": 0.01689, "loss_rpn_bbox": 0.04436, "loss_cls": 0.18702, "acc": 93.00195, "loss_bbox": 0.24281, "loss_mask": 0.23402, "loss": 0.7251, "time": 0.80968}
{"mode": "train", "epoch": 7, "iter": 2750, "lr": 0.0001, "memory": 18874, "data_time": 0.0578, "loss_rpn_cls": 0.01617, "loss_rpn_bbox": 0.04118, "loss_cls": 0.16824, "acc": 93.73804, "loss_bbox": 0.22347, "loss_mask": 0.22597, "loss": 0.67502, "time": 0.8152}
{"mode": "train", "epoch": 7, "iter": 2800, "lr": 0.0001, "memory": 18874, "data_time": 0.06041, "loss_rpn_cls": 0.01867, "loss_rpn_bbox": 0.04372, "loss_cls": 0.17873, "acc": 93.3335, "loss_bbox": 0.23312, "loss_mask": 0.23107, "loss": 0.70532, "time": 0.86364}
{"mode": "train", "epoch": 7, "iter": 2850, "lr": 0.0001, "memory": 18874, "data_time": 0.05265, "loss_rpn_cls": 0.01708, "loss_rpn_bbox": 0.04105, "loss_cls": 0.17087, "acc": 93.69043, "loss_bbox": 0.2219, "loss_mask": 0.22492, "loss": 0.67582, "time": 0.80383}
{"mode": "train", "epoch": 7, "iter": 2900, "lr": 0.0001, "memory": 18874, "data_time": 0.05852, "loss_rpn_cls": 0.01925, "loss_rpn_bbox": 0.04405, "loss_cls": 0.17981, "acc": 93.33862, "loss_bbox": 0.22956, "loss_mask": 0.23266, "loss": 0.70533, "time": 0.82515}
{"mode": "train", "epoch": 7, "iter": 2950, "lr": 0.0001, "memory": 18874, "data_time": 0.05387, "loss_rpn_cls": 0.01659, "loss_rpn_bbox": 0.04292, "loss_cls": 0.18033, "acc": 93.28369, "loss_bbox": 0.22959, "loss_mask": 0.22987, "loss": 0.6993, "time": 0.81522}
{"mode": "train", "epoch": 7, "iter": 3000, "lr": 0.0001, "memory": 18874, "data_time": 0.0484, "loss_rpn_cls": 0.01668, "loss_rpn_bbox": 0.04262, "loss_cls": 0.17633, "acc": 93.43945, "loss_bbox": 0.22347, "loss_mask": 0.23192, "loss": 0.69102, "time": 0.81205}
{"mode": "train", "epoch": 7, "iter": 3050, "lr": 0.0001, "memory": 18874, "data_time": 0.04861, "loss_rpn_cls": 0.01685, "loss_rpn_bbox": 0.04195, "loss_cls": 0.17722, "acc": 93.45312, "loss_bbox": 0.22961, "loss_mask": 0.23614, "loss": 0.70177, "time": 0.81725}
{"mode": "train", "epoch": 7, "iter": 3100, "lr": 0.0001, "memory": 18874, "data_time": 0.04764, "loss_rpn_cls": 0.01641, "loss_rpn_bbox": 0.04254, "loss_cls": 0.17403, "acc": 93.52515, "loss_bbox": 0.22695, "loss_mask": 0.23376, "loss": 0.69369, "time": 0.81393}
{"mode": "train", "epoch": 7, "iter": 3150, "lr": 0.0001, "memory": 18874, "data_time": 0.05947, "loss_rpn_cls": 0.01863, "loss_rpn_bbox": 0.04421, "loss_cls": 0.17483, "acc": 93.48364, "loss_bbox": 0.225, "loss_mask": 0.23135, "loss": 0.69402, "time": 0.85213}
{"mode": "train", "epoch": 7, "iter": 3200, "lr": 0.0001, "memory": 18874, "data_time": 0.04742, "loss_rpn_cls": 0.01706, "loss_rpn_bbox": 0.04266, "loss_cls": 0.18516, "acc": 93.16626, "loss_bbox": 0.2384, "loss_mask": 0.23023, "loss": 0.71351, "time": 0.81203}
{"mode": "train", "epoch": 7, "iter": 3250, "lr": 0.0001, "memory": 18874, "data_time": 0.06006, "loss_rpn_cls": 0.01872, "loss_rpn_bbox": 0.04508, "loss_cls": 0.18529, "acc": 93.09766, "loss_bbox": 0.23742, "loss_mask": 0.23105, "loss": 0.71756, "time": 0.91571}
{"mode": "train", "epoch": 7, "iter": 3300, "lr": 0.0001, "memory": 18874, "data_time": 0.053, "loss_rpn_cls": 0.01792, "loss_rpn_bbox": 0.04116, "loss_cls": 0.17919, "acc": 93.33252, "loss_bbox": 0.22774, "loss_mask": 0.23139, "loss": 0.69741, "time": 0.808}
{"mode": "train", "epoch": 7, "iter": 3350, "lr": 0.0001, "memory": 18874, "data_time": 0.07041, "loss_rpn_cls": 0.0187, "loss_rpn_bbox": 0.04526, "loss_cls": 0.18655, "acc": 93.0791, "loss_bbox": 0.24021, "loss_mask": 0.23732, "loss": 0.72803, "time": 0.82515}
{"mode": "train", "epoch": 7, "iter": 3400, "lr": 0.0001, "memory": 18874, "data_time": 0.05314, "loss_rpn_cls": 0.01785, "loss_rpn_bbox": 0.04583, "loss_cls": 0.18001, "acc": 93.33618, "loss_bbox": 0.23381, "loss_mask": 0.23303, "loss": 0.71052, "time": 0.92341}
{"mode": "train", "epoch": 7, "iter": 3450, "lr": 0.0001, "memory": 18874, "data_time": 0.04842, "loss_rpn_cls": 0.01814, "loss_rpn_bbox": 0.04382, "loss_cls": 0.1816, "acc": 93.34106, "loss_bbox": 0.23102, "loss_mask": 0.23301, "loss": 0.70758, "time": 0.82094}
{"mode": "train", "epoch": 7, "iter": 3500, "lr": 0.0001, "memory": 18874, "data_time": 0.04885, "loss_rpn_cls": 0.01653, "loss_rpn_bbox": 0.04322, "loss_cls": 0.1862, "acc": 93.11353, "loss_bbox": 0.23433, "loss_mask": 0.22998, "loss": 0.71026, "time": 0.85683}
{"mode": "train", "epoch": 7, "iter": 3550, "lr": 0.0001, "memory": 18874, "data_time": 0.05946, "loss_rpn_cls": 0.01626, "loss_rpn_bbox": 0.04084, "loss_cls": 0.17217, "acc": 93.57642, "loss_bbox": 0.22438, "loss_mask": 0.22585, "loss": 0.6795, "time": 0.81131}
{"mode": "train", "epoch": 7, "iter": 3600, "lr": 0.0001, "memory": 18874, "data_time": 0.05824, "loss_rpn_cls": 0.01622, "loss_rpn_bbox": 0.0443, "loss_cls": 0.18183, "acc": 93.25513, "loss_bbox": 0.23461, "loss_mask": 0.23464, "loss": 0.71159, "time": 0.82233}
{"mode": "train", "epoch": 7, "iter": 3650, "lr": 0.0001, "memory": 18874, "data_time": 0.04517, "loss_rpn_cls": 0.01843, "loss_rpn_bbox": 0.04232, "loss_cls": 0.17862, "acc": 93.39404, "loss_bbox": 0.22905, "loss_mask": 0.22728, "loss": 0.6957, "time": 0.8611}
{"mode": "train", "epoch": 7, "iter": 3700, "lr": 0.0001, "memory": 18874, "data_time": 0.0521, "loss_rpn_cls": 0.01689, "loss_rpn_bbox": 0.04359, "loss_cls": 0.17332, "acc": 93.43286, "loss_bbox": 0.22295, "loss_mask": 0.22769, "loss": 0.68443, "time": 0.82045}
{"mode": "train", "epoch": 7, "iter": 3750, "lr": 0.0001, "memory": 18874, "data_time": 0.0557, "loss_rpn_cls": 0.01622, "loss_rpn_bbox": 0.0435, "loss_cls": 0.17827, "acc": 93.3252, "loss_bbox": 0.23302, "loss_mask": 0.23359, "loss": 0.7046, "time": 0.81028}
{"mode": "train", "epoch": 7, "iter": 3800, "lr": 0.0001, "memory": 18874, "data_time": 0.05215, "loss_rpn_cls": 0.01952, "loss_rpn_bbox": 0.0451, "loss_cls": 0.18377, "acc": 93.19067, "loss_bbox": 0.2338, "loss_mask": 0.24054, "loss": 0.72273, "time": 0.81005}
{"mode": "train", "epoch": 7, "iter": 3850, "lr": 0.0001, "memory": 18874, "data_time": 0.05158, "loss_rpn_cls": 0.01803, "loss_rpn_bbox": 0.04583, "loss_cls": 0.18171, "acc": 93.39844, "loss_bbox": 0.23322, "loss_mask": 0.2374, "loss": 0.71619, "time": 0.86579}
{"mode": "train", "epoch": 7, "iter": 3900, "lr": 0.0001, "memory": 18874, "data_time": 0.06832, "loss_rpn_cls": 0.01768, "loss_rpn_bbox": 0.04238, "loss_cls": 0.17919, "acc": 93.48657, "loss_bbox": 0.22178, "loss_mask": 0.23473, "loss": 0.69576, "time": 0.8129}
{"mode": "train", "epoch": 7, "iter": 3950, "lr": 0.0001, "memory": 18874, "data_time": 0.05682, "loss_rpn_cls": 0.01628, "loss_rpn_bbox": 0.04331, "loss_cls": 0.17568, "acc": 93.41357, "loss_bbox": 0.23052, "loss_mask": 0.23906, "loss": 0.70484, "time": 0.81832}
{"mode": "train", "epoch": 7, "iter": 4000, "lr": 0.0001, "memory": 18874, "data_time": 0.06112, "loss_rpn_cls": 0.01941, "loss_rpn_bbox": 0.0437, "loss_cls": 0.18498, "acc": 93.10254, "loss_bbox": 0.23702, "loss_mask": 0.23693, "loss": 0.72204, "time": 0.83535}
{"mode": "train", "epoch": 7, "iter": 4050, "lr": 0.0001, "memory": 18874, "data_time": 0.05567, "loss_rpn_cls": 0.01956, "loss_rpn_bbox": 0.04362, "loss_cls": 0.18118, "acc": 93.38086, "loss_bbox": 0.23278, "loss_mask": 0.23389, "loss": 0.71103, "time": 0.80779}
{"mode": "train", "epoch": 7, "iter": 4100, "lr": 0.0001, "memory": 18874, "data_time": 0.06184, "loss_rpn_cls": 0.01643, "loss_rpn_bbox": 0.04107, "loss_cls": 0.17677, "acc": 93.48071, "loss_bbox": 0.22727, "loss_mask": 0.22554, "loss": 0.68708, "time": 0.82076}
{"mode": "train", "epoch": 7, "iter": 4150, "lr": 0.0001, "memory": 18874, "data_time": 0.06746, "loss_rpn_cls": 0.01652, "loss_rpn_bbox": 0.04091, "loss_cls": 0.18093, "acc": 93.28442, "loss_bbox": 0.22906, "loss_mask": 0.23041, "loss": 0.69784, "time": 0.82128}
{"mode": "train", "epoch": 7, "iter": 4200, "lr": 0.0001, "memory": 18874, "data_time": 0.05366, "loss_rpn_cls": 0.01829, "loss_rpn_bbox": 0.04521, "loss_cls": 0.18558, "acc": 93.16577, "loss_bbox": 0.23355, "loss_mask": 0.23541, "loss": 0.71803, "time": 0.85321}
{"mode": "train", "epoch": 7, "iter": 4250, "lr": 0.0001, "memory": 18874, "data_time": 0.05871, "loss_rpn_cls": 0.01806, "loss_rpn_bbox": 0.04369, "loss_cls": 0.18542, "acc": 93.04175, "loss_bbox": 0.23541, "loss_mask": 0.23294, "loss": 0.71552, "time": 0.8194}
{"mode": "train", "epoch": 7, "iter": 4300, "lr": 0.0001, "memory": 18874, "data_time": 0.0441, "loss_rpn_cls": 0.01546, "loss_rpn_bbox": 0.04398, "loss_cls": 0.17624, "acc": 93.39941, "loss_bbox": 0.22493, "loss_mask": 0.2301, "loss": 0.69071, "time": 0.87206}
{"mode": "train", "epoch": 7, "iter": 4350, "lr": 0.0001, "memory": 18874, "data_time": 0.04494, "loss_rpn_cls": 0.01666, "loss_rpn_bbox": 0.04349, "loss_cls": 0.18622, "acc": 93.07935, "loss_bbox": 0.24156, "loss_mask": 0.23428, "loss": 0.72221, "time": 0.8515}
{"mode": "train", "epoch": 7, "iter": 4400, "lr": 0.0001, "memory": 18874, "data_time": 0.03966, "loss_rpn_cls": 0.01677, "loss_rpn_bbox": 0.0436, "loss_cls": 0.18796, "acc": 93.10742, "loss_bbox": 0.23797, "loss_mask": 0.24022, "loss": 0.72652, "time": 0.81295}
{"mode": "train", "epoch": 7, "iter": 4450, "lr": 0.0001, "memory": 18874, "data_time": 0.06924, "loss_rpn_cls": 0.01789, "loss_rpn_bbox": 0.04377, "loss_cls": 0.18095, "acc": 93.28906, "loss_bbox": 0.23068, "loss_mask": 0.23469, "loss": 0.70798, "time": 0.91788}
{"mode": "train", "epoch": 7, "iter": 4500, "lr": 0.0001, "memory": 18874, "data_time": 0.0509, "loss_rpn_cls": 0.01655, "loss_rpn_bbox": 0.04029, "loss_cls": 0.17563, "acc": 93.47388, "loss_bbox": 0.22332, "loss_mask": 0.22561, "loss": 0.6814, "time": 0.8146}
{"mode": "train", "epoch": 7, "iter": 4550, "lr": 0.0001, "memory": 18874, "data_time": 0.0573, "loss_rpn_cls": 0.01695, "loss_rpn_bbox": 0.0416, "loss_cls": 0.18211, "acc": 93.16333, "loss_bbox": 0.23339, "loss_mask": 0.23095, "loss": 0.70501, "time": 0.85779}
{"mode": "train", "epoch": 7, "iter": 4600, "lr": 0.0001, "memory": 18874, "data_time": 0.05132, "loss_rpn_cls": 0.0161, "loss_rpn_bbox": 0.043, "loss_cls": 0.17218, "acc": 93.61792, "loss_bbox": 0.22527, "loss_mask": 0.22779, "loss": 0.68433, "time": 0.81143}
{"mode": "train", "epoch": 7, "iter": 4650, "lr": 0.0001, "memory": 18874, "data_time": 0.05743, "loss_rpn_cls": 0.01603, "loss_rpn_bbox": 0.04269, "loss_cls": 0.17484, "acc": 93.65576, "loss_bbox": 0.22, "loss_mask": 0.22543, "loss": 0.679, "time": 0.82287}
{"mode": "train", "epoch": 7, "iter": 4700, "lr": 0.0001, "memory": 18874, "data_time": 0.05351, "loss_rpn_cls": 0.0168, "loss_rpn_bbox": 0.04306, "loss_cls": 0.17974, "acc": 93.42871, "loss_bbox": 0.22749, "loss_mask": 0.23892, "loss": 0.706, "time": 0.86545}
{"mode": "train", "epoch": 7, "iter": 4750, "lr": 0.0001, "memory": 18874, "data_time": 0.05899, "loss_rpn_cls": 0.01802, "loss_rpn_bbox": 0.04362, "loss_cls": 0.17643, "acc": 93.44043, "loss_bbox": 0.22807, "loss_mask": 0.23516, "loss": 0.7013, "time": 0.82987}
{"mode": "train", "epoch": 7, "iter": 4800, "lr": 0.0001, "memory": 18874, "data_time": 0.06116, "loss_rpn_cls": 0.01723, "loss_rpn_bbox": 0.04308, "loss_cls": 0.18543, "acc": 93.24292, "loss_bbox": 0.23366, "loss_mask": 0.23694, "loss": 0.71634, "time": 0.81727}
{"mode": "train", "epoch": 7, "iter": 4850, "lr": 0.0001, "memory": 18874, "data_time": 0.05705, "loss_rpn_cls": 0.01807, "loss_rpn_bbox": 0.04487, "loss_cls": 0.18127, "acc": 93.32642, "loss_bbox": 0.23225, "loss_mask": 0.23429, "loss": 0.71076, "time": 0.82157}
{"mode": "train", "epoch": 7, "iter": 4900, "lr": 0.0001, "memory": 18874, "data_time": 0.0508, "loss_rpn_cls": 0.01673, "loss_rpn_bbox": 0.04249, "loss_cls": 0.17516, "acc": 93.49512, "loss_bbox": 0.22541, "loss_mask": 0.23335, "loss": 0.69314, "time": 0.85025}
{"mode": "train", "epoch": 7, "iter": 4950, "lr": 0.0001, "memory": 18874, "data_time": 0.06533, "loss_rpn_cls": 0.0179, "loss_rpn_bbox": 0.04483, "loss_cls": 0.18383, "acc": 93.28857, "loss_bbox": 0.23278, "loss_mask": 0.23414, "loss": 0.71349, "time": 0.83377}
{"mode": "train", "epoch": 7, "iter": 5000, "lr": 0.0001, "memory": 18874, "data_time": 0.03961, "loss_rpn_cls": 0.01599, "loss_rpn_bbox": 0.04014, "loss_cls": 0.1735, "acc": 93.65186, "loss_bbox": 0.22216, "loss_mask": 0.22975, "loss": 0.68153, "time": 0.8013}
{"mode": "train", "epoch": 7, "iter": 5050, "lr": 0.0001, "memory": 18874, "data_time": 0.04824, "loss_rpn_cls": 0.0157, "loss_rpn_bbox": 0.03898, "loss_cls": 0.17266, "acc": 93.59009, "loss_bbox": 0.22137, "loss_mask": 0.22426, "loss": 0.67297, "time": 0.81219}
{"mode": "train", "epoch": 7, "iter": 5100, "lr": 0.0001, "memory": 18874, "data_time": 0.05784, "loss_rpn_cls": 0.01756, "loss_rpn_bbox": 0.04555, "loss_cls": 0.18251, "acc": 93.19385, "loss_bbox": 0.24003, "loss_mask": 0.23795, "loss": 0.7236, "time": 0.82069}
{"mode": "train", "epoch": 7, "iter": 5150, "lr": 0.0001, "memory": 18874, "data_time": 0.05099, "loss_rpn_cls": 0.01687, "loss_rpn_bbox": 0.04089, "loss_cls": 0.17327, "acc": 93.55225, "loss_bbox": 0.22396, "loss_mask": 0.2351, "loss": 0.69009, "time": 0.8087}
{"mode": "train", "epoch": 7, "iter": 5200, "lr": 0.0001, "memory": 18874, "data_time": 0.05506, "loss_rpn_cls": 0.01674, "loss_rpn_bbox": 0.04519, "loss_cls": 0.1749, "acc": 93.54932, "loss_bbox": 0.22566, "loss_mask": 0.22828, "loss": 0.69078, "time": 0.82064}
{"mode": "train", "epoch": 7, "iter": 5250, "lr": 0.0001, "memory": 18874, "data_time": 0.04263, "loss_rpn_cls": 0.01666, "loss_rpn_bbox": 0.04258, "loss_cls": 0.17653, "acc": 93.44751, "loss_bbox": 0.2215, "loss_mask": 0.23053, "loss": 0.68781, "time": 0.84652}
{"mode": "train", "epoch": 7, "iter": 5300, "lr": 0.0001, "memory": 18874, "data_time": 0.05249, "loss_rpn_cls": 0.01712, "loss_rpn_bbox": 0.04361, "loss_cls": 0.17439, "acc": 93.55737, "loss_bbox": 0.22285, "loss_mask": 0.23261, "loss": 0.69059, "time": 0.80959}
{"mode": "train", "epoch": 7, "iter": 5350, "lr": 0.0001, "memory": 18874, "data_time": 0.05207, "loss_rpn_cls": 0.01741, "loss_rpn_bbox": 0.04407, "loss_cls": 0.17934, "acc": 93.33008, "loss_bbox": 0.22959, "loss_mask": 0.23408, "loss": 0.7045, "time": 0.89953}
{"mode": "train", "epoch": 7, "iter": 5400, "lr": 0.0001, "memory": 18874, "data_time": 0.04933, "loss_rpn_cls": 0.01703, "loss_rpn_bbox": 0.04222, "loss_cls": 0.18208, "acc": 93.32324, "loss_bbox": 0.22438, "loss_mask": 0.23096, "loss": 0.69667, "time": 0.8704}
{"mode": "train", "epoch": 7, "iter": 5450, "lr": 0.0001, "memory": 18874, "data_time": 0.05914, "loss_rpn_cls": 0.01567, "loss_rpn_bbox": 0.04201, "loss_cls": 0.17567, "acc": 93.47559, "loss_bbox": 0.22213, "loss_mask": 0.22796, "loss": 0.68344, "time": 0.80908}
{"mode": "train", "epoch": 7, "iter": 5500, "lr": 0.0001, "memory": 18874, "data_time": 0.0525, "loss_rpn_cls": 0.01694, "loss_rpn_bbox": 0.04208, "loss_cls": 0.17687, "acc": 93.41479, "loss_bbox": 0.22496, "loss_mask": 0.2298, "loss": 0.69065, "time": 0.92748}
{"mode": "train", "epoch": 7, "iter": 5550, "lr": 0.0001, "memory": 18874, "data_time": 0.04114, "loss_rpn_cls": 0.01649, "loss_rpn_bbox": 0.04053, "loss_cls": 0.17394, "acc": 93.61865, "loss_bbox": 0.22175, "loss_mask": 0.23009, "loss": 0.68281, "time": 0.80879}
{"mode": "train", "epoch": 7, "iter": 5600, "lr": 0.0001, "memory": 18874, "data_time": 0.06335, "loss_rpn_cls": 0.01756, "loss_rpn_bbox": 0.0438, "loss_cls": 0.17924, "acc": 93.43652, "loss_bbox": 0.22951, "loss_mask": 0.23113, "loss": 0.70124, "time": 0.86498}
{"mode": "train", "epoch": 7, "iter": 5650, "lr": 0.0001, "memory": 18874, "data_time": 0.07091, "loss_rpn_cls": 0.01747, "loss_rpn_bbox": 0.04433, "loss_cls": 0.17922, "acc": 93.46851, "loss_bbox": 0.22853, "loss_mask": 0.23457, "loss": 0.70413, "time": 0.8314}
{"mode": "train", "epoch": 7, "iter": 5700, "lr": 0.0001, "memory": 18874, "data_time": 0.04374, "loss_rpn_cls": 0.01535, "loss_rpn_bbox": 0.03966, "loss_cls": 0.16585, "acc": 93.94409, "loss_bbox": 0.21429, "loss_mask": 0.22339, "loss": 0.65853, "time": 0.79902}
{"mode": "train", "epoch": 7, "iter": 5750, "lr": 0.0001, "memory": 18874, "data_time": 0.0527, "loss_rpn_cls": 0.01807, "loss_rpn_bbox": 0.04522, "loss_cls": 0.18276, "acc": 93.21118, "loss_bbox": 0.23453, "loss_mask": 0.23353, "loss": 0.71411, "time": 0.85901}
{"mode": "train", "epoch": 7, "iter": 5800, "lr": 0.0001, "memory": 18874, "data_time": 0.04497, "loss_rpn_cls": 0.01624, "loss_rpn_bbox": 0.04149, "loss_cls": 0.18215, "acc": 93.19727, "loss_bbox": 0.23059, "loss_mask": 0.2317, "loss": 0.70217, "time": 0.80461}
{"mode": "train", "epoch": 7, "iter": 5850, "lr": 0.0001, "memory": 18874, "data_time": 0.05034, "loss_rpn_cls": 0.01719, "loss_rpn_bbox": 0.042, "loss_cls": 0.17944, "acc": 93.40576, "loss_bbox": 0.22661, "loss_mask": 0.22748, "loss": 0.69273, "time": 0.8145}
{"mode": "train", "epoch": 7, "iter": 5900, "lr": 0.0001, "memory": 18874, "data_time": 0.05718, "loss_rpn_cls": 0.01983, "loss_rpn_bbox": 0.04571, "loss_cls": 0.18734, "acc": 93.05103, "loss_bbox": 0.24053, "loss_mask": 0.23301, "loss": 0.72641, "time": 0.82702}
{"mode": "train", "epoch": 7, "iter": 5950, "lr": 0.0001, "memory": 18874, "data_time": 0.07341, "loss_rpn_cls": 0.01669, "loss_rpn_bbox": 0.0424, "loss_cls": 0.18073, "acc": 93.2832, "loss_bbox": 0.22458, "loss_mask": 0.23033, "loss": 0.69473, "time": 0.86655}
{"mode": "train", "epoch": 7, "iter": 6000, "lr": 0.0001, "memory": 18874, "data_time": 0.05643, "loss_rpn_cls": 0.01727, "loss_rpn_bbox": 0.04259, "loss_cls": 0.18258, "acc": 93.29883, "loss_bbox": 0.23031, "loss_mask": 0.23333, "loss": 0.70609, "time": 0.81293}
{"mode": "train", "epoch": 7, "iter": 6050, "lr": 0.0001, "memory": 18874, "data_time": 0.05872, "loss_rpn_cls": 0.01686, "loss_rpn_bbox": 0.04486, "loss_cls": 0.18178, "acc": 93.15356, "loss_bbox": 0.23525, "loss_mask": 0.23816, "loss": 0.71691, "time": 0.83085}
{"mode": "train", "epoch": 7, "iter": 6100, "lr": 0.0001, "memory": 18874, "data_time": 0.05177, "loss_rpn_cls": 0.01671, "loss_rpn_bbox": 0.0427, "loss_cls": 0.17616, "acc": 93.56567, "loss_bbox": 0.22616, "loss_mask": 0.23542, "loss": 0.69715, "time": 0.81124}
{"mode": "train", "epoch": 7, "iter": 6150, "lr": 0.0001, "memory": 18874, "data_time": 0.06325, "loss_rpn_cls": 0.01684, "loss_rpn_bbox": 0.04327, "loss_cls": 0.17898, "acc": 93.42969, "loss_bbox": 0.2293, "loss_mask": 0.23177, "loss": 0.70015, "time": 0.81769}
{"mode": "train", "epoch": 7, "iter": 6200, "lr": 0.0001, "memory": 18874, "data_time": 0.06412, "loss_rpn_cls": 0.01894, "loss_rpn_bbox": 0.04637, "loss_cls": 0.1837, "acc": 93.10156, "loss_bbox": 0.2381, "loss_mask": 0.2359, "loss": 0.72301, "time": 0.82122}
{"mode": "train", "epoch": 7, "iter": 6250, "lr": 0.0001, "memory": 18874, "data_time": 0.0496, "loss_rpn_cls": 0.0159, "loss_rpn_bbox": 0.04032, "loss_cls": 0.17168, "acc": 93.59521, "loss_bbox": 0.22064, "loss_mask": 0.22728, "loss": 0.67583, "time": 0.81015}
{"mode": "train", "epoch": 7, "iter": 6300, "lr": 0.0001, "memory": 18874, "data_time": 0.06752, "loss_rpn_cls": 0.01956, "loss_rpn_bbox": 0.0468, "loss_cls": 0.19439, "acc": 92.80249, "loss_bbox": 0.24622, "loss_mask": 0.23822, "loss": 0.74518, "time": 0.87255}
{"mode": "train", "epoch": 7, "iter": 6350, "lr": 0.0001, "memory": 18874, "data_time": 0.05671, "loss_rpn_cls": 0.01782, "loss_rpn_bbox": 0.04245, "loss_cls": 0.18329, "acc": 93.30591, "loss_bbox": 0.23185, "loss_mask": 0.23692, "loss": 0.71233, "time": 0.81955}
{"mode": "train", "epoch": 7, "iter": 6400, "lr": 0.0001, "memory": 18874, "data_time": 0.05348, "loss_rpn_cls": 0.01694, "loss_rpn_bbox": 0.04095, "loss_cls": 0.18131, "acc": 93.33789, "loss_bbox": 0.22772, "loss_mask": 0.23352, "loss": 0.70044, "time": 0.86494}
{"mode": "train", "epoch": 7, "iter": 6450, "lr": 0.0001, "memory": 18874, "data_time": 0.06016, "loss_rpn_cls": 0.01779, "loss_rpn_bbox": 0.0426, "loss_cls": 0.18283, "acc": 93.2063, "loss_bbox": 0.23497, "loss_mask": 0.23632, "loss": 0.71452, "time": 0.8766}
{"mode": "train", "epoch": 7, "iter": 6500, "lr": 0.0001, "memory": 18874, "data_time": 0.04275, "loss_rpn_cls": 0.01551, "loss_rpn_bbox": 0.04381, "loss_cls": 0.17278, "acc": 93.64844, "loss_bbox": 0.22682, "loss_mask": 0.23181, "loss": 0.69073, "time": 0.80942}
{"mode": "train", "epoch": 7, "iter": 6550, "lr": 0.0001, "memory": 18874, "data_time": 0.06354, "loss_rpn_cls": 0.01562, "loss_rpn_bbox": 0.04368, "loss_cls": 0.18659, "acc": 93.25171, "loss_bbox": 0.22997, "loss_mask": 0.23941, "loss": 0.71526, "time": 0.86464}
{"mode": "train", "epoch": 7, "iter": 6600, "lr": 0.0001, "memory": 18874, "data_time": 0.06273, "loss_rpn_cls": 0.01725, "loss_rpn_bbox": 0.04195, "loss_cls": 0.17905, "acc": 93.3457, "loss_bbox": 0.22976, "loss_mask": 0.23251, "loss": 0.70054, "time": 0.85775}
{"mode": "train", "epoch": 7, "iter": 6650, "lr": 0.0001, "memory": 18874, "data_time": 0.06526, "loss_rpn_cls": 0.01812, "loss_rpn_bbox": 0.04411, "loss_cls": 0.17942, "acc": 93.43384, "loss_bbox": 0.22768, "loss_mask": 0.22626, "loss": 0.69558, "time": 0.86468}
{"mode": "train", "epoch": 7, "iter": 6700, "lr": 0.0001, "memory": 18874, "data_time": 0.04981, "loss_rpn_cls": 0.01879, "loss_rpn_bbox": 0.04254, "loss_cls": 0.18008, "acc": 93.34351, "loss_bbox": 0.22886, "loss_mask": 0.22591, "loss": 0.69618, "time": 0.8176}
{"mode": "train", "epoch": 7, "iter": 6750, "lr": 0.0001, "memory": 18874, "data_time": 0.05831, "loss_rpn_cls": 0.01624, "loss_rpn_bbox": 0.04503, "loss_cls": 0.1834, "acc": 93.23926, "loss_bbox": 0.231, "loss_mask": 0.2304, "loss": 0.70607, "time": 0.81286}
{"mode": "train", "epoch": 7, "iter": 6800, "lr": 0.0001, "memory": 18874, "data_time": 0.05442, "loss_rpn_cls": 0.01812, "loss_rpn_bbox": 0.0448, "loss_cls": 0.18045, "acc": 93.27515, "loss_bbox": 0.23351, "loss_mask": 0.23365, "loss": 0.71054, "time": 0.81897}
{"mode": "train", "epoch": 7, "iter": 6850, "lr": 0.0001, "memory": 18874, "data_time": 0.05462, "loss_rpn_cls": 0.01701, "loss_rpn_bbox": 0.04344, "loss_cls": 0.18803, "acc": 93.10962, "loss_bbox": 0.2359, "loss_mask": 0.23823, "loss": 0.72261, "time": 0.85277}
{"mode": "train", "epoch": 7, "iter": 6900, "lr": 0.0001, "memory": 18874, "data_time": 0.04503, "loss_rpn_cls": 0.01681, "loss_rpn_bbox": 0.04319, "loss_cls": 0.17756, "acc": 93.36108, "loss_bbox": 0.22491, "loss_mask": 0.23107, "loss": 0.69354, "time": 0.81872}
{"mode": "train", "epoch": 7, "iter": 6950, "lr": 0.0001, "memory": 18874, "data_time": 0.04829, "loss_rpn_cls": 0.0168, "loss_rpn_bbox": 0.04079, "loss_cls": 0.17212, "acc": 93.57959, "loss_bbox": 0.21446, "loss_mask": 0.22309, "loss": 0.66726, "time": 0.80675}
{"mode": "train", "epoch": 7, "iter": 7000, "lr": 0.0001, "memory": 18874, "data_time": 0.05155, "loss_rpn_cls": 0.01703, "loss_rpn_bbox": 0.04051, "loss_cls": 0.17226, "acc": 93.68579, "loss_bbox": 0.22107, "loss_mask": 0.23219, "loss": 0.68307, "time": 0.8527}
{"mode": "train", "epoch": 7, "iter": 7050, "lr": 0.0001, "memory": 18874, "data_time": 0.04656, "loss_rpn_cls": 0.01669, "loss_rpn_bbox": 0.04288, "loss_cls": 0.17902, "acc": 93.33154, "loss_bbox": 0.22884, "loss_mask": 0.23778, "loss": 0.7052, "time": 0.80196}
{"mode": "train", "epoch": 7, "iter": 7100, "lr": 0.0001, "memory": 18874, "data_time": 0.05092, "loss_rpn_cls": 0.01847, "loss_rpn_bbox": 0.04637, "loss_cls": 0.18818, "acc": 93.03516, "loss_bbox": 0.23555, "loss_mask": 0.22933, "loss": 0.7179, "time": 0.81823}
{"mode": "train", "epoch": 7, "iter": 7150, "lr": 0.0001, "memory": 18874, "data_time": 0.04262, "loss_rpn_cls": 0.01696, "loss_rpn_bbox": 0.04111, "loss_cls": 0.16692, "acc": 93.81763, "loss_bbox": 0.22241, "loss_mask": 0.22516, "loss": 0.67256, "time": 0.81082}
{"mode": "train", "epoch": 7, "iter": 7200, "lr": 0.0001, "memory": 18874, "data_time": 0.04894, "loss_rpn_cls": 0.01569, "loss_rpn_bbox": 0.04199, "loss_cls": 0.17101, "acc": 93.69141, "loss_bbox": 0.22205, "loss_mask": 0.23238, "loss": 0.68313, "time": 0.80343}
{"mode": "train", "epoch": 7, "iter": 7250, "lr": 0.0001, "memory": 18874, "data_time": 0.05836, "loss_rpn_cls": 0.01766, "loss_rpn_bbox": 0.04468, "loss_cls": 0.18217, "acc": 93.38062, "loss_bbox": 0.2293, "loss_mask": 0.23072, "loss": 0.70452, "time": 0.82866}
{"mode": "train", "epoch": 7, "iter": 7300, "lr": 0.0001, "memory": 18874, "data_time": 0.05117, "loss_rpn_cls": 0.016, "loss_rpn_bbox": 0.04424, "loss_cls": 0.17845, "acc": 93.30688, "loss_bbox": 0.2359, "loss_mask": 0.2318, "loss": 0.70639, "time": 0.80955}
{"mode": "val", "epoch": 7, "iter": 625, "lr": 0.0001, "bbox_mAP": 0.464, "bbox_mAP_50": 0.703, "bbox_mAP_75": 0.511, "bbox_mAP_s": 0.289, "bbox_mAP_m": 0.507, "bbox_mAP_l": 0.625, "bbox_mAP_copypaste": "0.464 0.703 0.511 0.289 0.507 0.625", "segm_mAP": 0.419, "segm_mAP_50": 0.668, "segm_mAP_75": 0.446, "segm_mAP_s": 0.204, "segm_mAP_m": 0.458, "segm_mAP_l": 0.636, "segm_mAP_copypaste": "0.419 0.668 0.446 0.204 0.458 0.636"}
{"mode": "train", "epoch": 8, "iter": 50, "lr": 0.0001, "memory": 18874, "data_time": 0.13653, "loss_rpn_cls": 0.0163, "loss_rpn_bbox": 0.03939, "loss_cls": 0.167, "acc": 93.81787, "loss_bbox": 0.21967, "loss_mask": 0.22587, "loss": 0.66824, "time": 1.04728}
{"mode": "train", "epoch": 8, "iter": 100, "lr": 0.0001, "memory": 18874, "data_time": 0.05599, "loss_rpn_cls": 0.01433, "loss_rpn_bbox": 0.04097, "loss_cls": 0.16753, "acc": 93.69653, "loss_bbox": 0.21792, "loss_mask": 0.22412, "loss": 0.66488, "time": 0.85451}
{"mode": "train", "epoch": 8, "iter": 150, "lr": 0.0001, "memory": 18874, "data_time": 0.05588, "loss_rpn_cls": 0.01448, "loss_rpn_bbox": 0.0438, "loss_cls": 0.17287, "acc": 93.55371, "loss_bbox": 0.22308, "loss_mask": 0.22677, "loss": 0.68099, "time": 0.82419}
{"mode": "train", "epoch": 8, "iter": 200, "lr": 0.0001, "memory": 18874, "data_time": 0.04344, "loss_rpn_cls": 0.01673, "loss_rpn_bbox": 0.04306, "loss_cls": 0.17405, "acc": 93.47827, "loss_bbox": 0.22695, "loss_mask": 0.22509, "loss": 0.68588, "time": 0.86195}
{"mode": "train", "epoch": 8, "iter": 250, "lr": 0.0001, "memory": 18874, "data_time": 0.0584, "loss_rpn_cls": 0.01609, "loss_rpn_bbox": 0.04345, "loss_cls": 0.17082, "acc": 93.57202, "loss_bbox": 0.22434, "loss_mask": 0.2255, "loss": 0.68021, "time": 0.81218}
{"mode": "train", "epoch": 8, "iter": 300, "lr": 0.0001, "memory": 18874, "data_time": 0.06786, "loss_rpn_cls": 0.01636, "loss_rpn_bbox": 0.04585, "loss_cls": 0.1752, "acc": 93.37476, "loss_bbox": 0.23345, "loss_mask": 0.23124, "loss": 0.70211, "time": 0.82156}
{"mode": "train", "epoch": 8, "iter": 350, "lr": 0.0001, "memory": 18874, "data_time": 0.05398, "loss_rpn_cls": 0.01491, "loss_rpn_bbox": 0.03928, "loss_cls": 0.16689, "acc": 93.87378, "loss_bbox": 0.21472, "loss_mask": 0.22662, "loss": 0.66243, "time": 0.85531}
{"mode": "train", "epoch": 8, "iter": 400, "lr": 0.0001, "memory": 18874, "data_time": 0.06061, "loss_rpn_cls": 0.0176, "loss_rpn_bbox": 0.04654, "loss_cls": 0.18436, "acc": 93.15186, "loss_bbox": 0.23777, "loss_mask": 0.23016, "loss": 0.71642, "time": 0.82667}
{"mode": "train", "epoch": 8, "iter": 450, "lr": 0.0001, "memory": 18874, "data_time": 0.052, "loss_rpn_cls": 0.01454, "loss_rpn_bbox": 0.04128, "loss_cls": 0.17036, "acc": 93.63403, "loss_bbox": 0.22643, "loss_mask": 0.22754, "loss": 0.68015, "time": 0.80215}
{"mode": "train", "epoch": 8, "iter": 500, "lr": 0.0001, "memory": 18874, "data_time": 0.06484, "loss_rpn_cls": 0.01547, "loss_rpn_bbox": 0.04251, "loss_cls": 0.17228, "acc": 93.60864, "loss_bbox": 0.22446, "loss_mask": 0.22471, "loss": 0.67942, "time": 0.81425}
{"mode": "train", "epoch": 8, "iter": 550, "lr": 0.0001, "memory": 18874, "data_time": 0.06523, "loss_rpn_cls": 0.01484, "loss_rpn_bbox": 0.04059, "loss_cls": 0.17573, "acc": 93.47144, "loss_bbox": 0.22598, "loss_mask": 0.22469, "loss": 0.68183, "time": 0.81649}
{"mode": "train", "epoch": 8, "iter": 600, "lr": 0.0001, "memory": 18874, "data_time": 0.07122, "loss_rpn_cls": 0.01586, "loss_rpn_bbox": 0.04045, "loss_cls": 0.16674, "acc": 93.76416, "loss_bbox": 0.22026, "loss_mask": 0.227, "loss": 0.6703, "time": 0.81656}
{"mode": "train", "epoch": 8, "iter": 650, "lr": 0.0001, "memory": 18874, "data_time": 0.05048, "loss_rpn_cls": 0.0188, "loss_rpn_bbox": 0.04608, "loss_cls": 0.18157, "acc": 93.13379, "loss_bbox": 0.2358, "loss_mask": 0.23374, "loss": 0.71599, "time": 0.82851}
{"mode": "train", "epoch": 8, "iter": 700, "lr": 0.0001, "memory": 18874, "data_time": 0.0628, "loss_rpn_cls": 0.01633, "loss_rpn_bbox": 0.04291, "loss_cls": 0.16941, "acc": 93.72168, "loss_bbox": 0.21331, "loss_mask": 0.22558, "loss": 0.66755, "time": 0.81591}
{"mode": "train", "epoch": 8, "iter": 750, "lr": 0.0001, "memory": 18874, "data_time": 0.05552, "loss_rpn_cls": 0.01546, "loss_rpn_bbox": 0.04159, "loss_cls": 0.16725, "acc": 93.74829, "loss_bbox": 0.21752, "loss_mask": 0.22491, "loss": 0.66673, "time": 0.80438}
{"mode": "train", "epoch": 8, "iter": 800, "lr": 0.0001, "memory": 18874, "data_time": 0.05522, "loss_rpn_cls": 0.01585, "loss_rpn_bbox": 0.04097, "loss_cls": 0.17471, "acc": 93.43774, "loss_bbox": 0.22562, "loss_mask": 0.22718, "loss": 0.68432, "time": 0.86378}
{"mode": "train", "epoch": 8, "iter": 850, "lr": 0.0001, "memory": 18874, "data_time": 0.05205, "loss_rpn_cls": 0.01481, "loss_rpn_bbox": 0.04036, "loss_cls": 0.17112, "acc": 93.64136, "loss_bbox": 0.22353, "loss_mask": 0.22413, "loss": 0.67395, "time": 0.80835}
{"mode": "train", "epoch": 8, "iter": 900, "lr": 0.0001, "memory": 18874, "data_time": 0.07975, "loss_rpn_cls": 0.01659, "loss_rpn_bbox": 0.04087, "loss_cls": 0.16875, "acc": 93.70947, "loss_bbox": 0.2203, "loss_mask": 0.22721, "loss": 0.67373, "time": 0.83332}
{"mode": "train", "epoch": 8, "iter": 950, "lr": 0.0001, "memory": 18874, "data_time": 0.06189, "loss_rpn_cls": 0.01635, "loss_rpn_bbox": 0.04454, "loss_cls": 0.17401, "acc": 93.44116, "loss_bbox": 0.22739, "loss_mask": 0.22974, "loss": 0.69202, "time": 0.86726}
{"mode": "train", "epoch": 8, "iter": 1000, "lr": 0.0001, "memory": 18874, "data_time": 0.05323, "loss_rpn_cls": 0.01456, "loss_rpn_bbox": 0.04167, "loss_cls": 0.16844, "acc": 93.72437, "loss_bbox": 0.21803, "loss_mask": 0.22507, "loss": 0.66777, "time": 0.80538}
{"mode": "train", "epoch": 8, "iter": 1050, "lr": 0.0001, "memory": 18874, "data_time": 0.06702, "loss_rpn_cls": 0.01666, "loss_rpn_bbox": 0.04328, "loss_cls": 0.17121, "acc": 93.64136, "loss_bbox": 0.22533, "loss_mask": 0.22862, "loss": 0.68509, "time": 0.82497}
{"mode": "train", "epoch": 8, "iter": 1100, "lr": 0.0001, "memory": 18874, "data_time": 0.06105, "loss_rpn_cls": 0.01646, "loss_rpn_bbox": 0.04437, "loss_cls": 0.17275, "acc": 93.55396, "loss_bbox": 0.22698, "loss_mask": 0.22917, "loss": 0.68973, "time": 0.80518}
{"mode": "train", "epoch": 8, "iter": 1150, "lr": 0.0001, "memory": 18874, "data_time": 0.05419, "loss_rpn_cls": 0.01465, "loss_rpn_bbox": 0.03798, "loss_cls": 0.1652, "acc": 93.87109, "loss_bbox": 0.21767, "loss_mask": 0.22485, "loss": 0.66036, "time": 0.9109}
{"mode": "train", "epoch": 8, "iter": 1200, "lr": 0.0001, "memory": 18874, "data_time": 0.06924, "loss_rpn_cls": 0.0157, "loss_rpn_bbox": 0.04198, "loss_cls": 0.1718, "acc": 93.51318, "loss_bbox": 0.22766, "loss_mask": 0.23094, "loss": 0.68808, "time": 0.81543}
{"mode": "train", "epoch": 8, "iter": 1250, "lr": 0.0001, "memory": 18874, "data_time": 0.04949, "loss_rpn_cls": 0.01638, "loss_rpn_bbox": 0.0439, "loss_cls": 0.17008, "acc": 93.66968, "loss_bbox": 0.22192, "loss_mask": 0.22571, "loss": 0.67798, "time": 0.90929}
{"mode": "train", "epoch": 8, "iter": 1300, "lr": 0.0001, "memory": 18874, "data_time": 0.04749, "loss_rpn_cls": 0.01482, "loss_rpn_bbox": 0.03858, "loss_cls": 0.16812, "acc": 93.80957, "loss_bbox": 0.21815, "loss_mask": 0.22502, "loss": 0.66469, "time": 0.80795}
{"mode": "train", "epoch": 8, "iter": 1350, "lr": 0.0001, "memory": 18874, "data_time": 0.04537, "loss_rpn_cls": 0.01636, "loss_rpn_bbox": 0.04132, "loss_cls": 0.1717, "acc": 93.57007, "loss_bbox": 0.22219, "loss_mask": 0.22879, "loss": 0.68036, "time": 0.85541}
{"mode": "train", "epoch": 8, "iter": 1400, "lr": 0.0001, "memory": 18874, "data_time": 0.05957, "loss_rpn_cls": 0.01483, "loss_rpn_bbox": 0.04108, "loss_cls": 0.17382, "acc": 93.45898, "loss_bbox": 0.22992, "loss_mask": 0.22581, "loss": 0.68546, "time": 0.81186}
{"mode": "train", "epoch": 8, "iter": 1450, "lr": 0.0001, "memory": 18874, "data_time": 0.06112, "loss_rpn_cls": 0.01699, "loss_rpn_bbox": 0.04175, "loss_cls": 0.17253, "acc": 93.65259, "loss_bbox": 0.22408, "loss_mask": 0.22524, "loss": 0.68059, "time": 0.86437}
{"mode": "train", "epoch": 8, "iter": 1500, "lr": 0.0001, "memory": 18874, "data_time": 0.04368, "loss_rpn_cls": 0.01543, "loss_rpn_bbox": 0.04164, "loss_cls": 0.16174, "acc": 93.94067, "loss_bbox": 0.21475, "loss_mask": 0.22645, "loss": 0.66, "time": 0.81078}
{"mode": "train", "epoch": 8, "iter": 1550, "lr": 0.0001, "memory": 18874, "data_time": 0.06326, "loss_rpn_cls": 0.01583, "loss_rpn_bbox": 0.04201, "loss_cls": 0.17427, "acc": 93.54834, "loss_bbox": 0.22546, "loss_mask": 0.22502, "loss": 0.6826, "time": 0.81606}
{"mode": "train", "epoch": 8, "iter": 1600, "lr": 0.0001, "memory": 18874, "data_time": 0.05462, "loss_rpn_cls": 0.01571, "loss_rpn_bbox": 0.04397, "loss_cls": 0.17235, "acc": 93.59424, "loss_bbox": 0.2263, "loss_mask": 0.23267, "loss": 0.69101, "time": 0.81738}
{"mode": "train", "epoch": 8, "iter": 1650, "lr": 0.0001, "memory": 18874, "data_time": 0.07473, "loss_rpn_cls": 0.01574, "loss_rpn_bbox": 0.0406, "loss_cls": 0.17255, "acc": 93.51074, "loss_bbox": 0.22656, "loss_mask": 0.23199, "loss": 0.68744, "time": 0.81185}
{"mode": "train", "epoch": 8, "iter": 1700, "lr": 0.0001, "memory": 18874, "data_time": 0.05036, "loss_rpn_cls": 0.01408, "loss_rpn_bbox": 0.03947, "loss_cls": 0.17066, "acc": 93.53418, "loss_bbox": 0.2212, "loss_mask": 0.22405, "loss": 0.66947, "time": 0.81905}
{"mode": "train", "epoch": 8, "iter": 1750, "lr": 0.0001, "memory": 18874, "data_time": 0.05174, "loss_rpn_cls": 0.0157, "loss_rpn_bbox": 0.04069, "loss_cls": 0.175, "acc": 93.36255, "loss_bbox": 0.2318, "loss_mask": 0.22607, "loss": 0.68926, "time": 0.82192}
{"mode": "train", "epoch": 8, "iter": 1800, "lr": 0.0001, "memory": 18874, "data_time": 0.07098, "loss_rpn_cls": 0.01609, "loss_rpn_bbox": 0.04503, "loss_cls": 0.17672, "acc": 93.43945, "loss_bbox": 0.22488, "loss_mask": 0.23311, "loss": 0.69583, "time": 0.82386}
{"mode": "train", "epoch": 8, "iter": 1850, "lr": 0.0001, "memory": 18874, "data_time": 0.05853, "loss_rpn_cls": 0.01795, "loss_rpn_bbox": 0.04723, "loss_cls": 0.18431, "acc": 93.17749, "loss_bbox": 0.23839, "loss_mask": 0.23739, "loss": 0.72527, "time": 0.87192}
{"mode": "train", "epoch": 8, "iter": 1900, "lr": 0.0001, "memory": 18874, "data_time": 0.05233, "loss_rpn_cls": 0.01453, "loss_rpn_bbox": 0.03981, "loss_cls": 0.17181, "acc": 93.59863, "loss_bbox": 0.21958, "loss_mask": 0.2254, "loss": 0.67113, "time": 0.80699}
{"mode": "train", "epoch": 8, "iter": 1950, "lr": 0.0001, "memory": 18874, "data_time": 0.04765, "loss_rpn_cls": 0.01442, "loss_rpn_bbox": 0.04064, "loss_cls": 0.1693, "acc": 93.70898, "loss_bbox": 0.22163, "loss_mask": 0.23015, "loss": 0.67615, "time": 0.80866}
{"mode": "train", "epoch": 8, "iter": 2000, "lr": 0.0001, "memory": 18874, "data_time": 0.05711, "loss_rpn_cls": 0.0168, "loss_rpn_bbox": 0.04257, "loss_cls": 0.17611, "acc": 93.39746, "loss_bbox": 0.22539, "loss_mask": 0.22794, "loss": 0.68881, "time": 0.87139}
{"mode": "train", "epoch": 8, "iter": 2050, "lr": 0.0001, "memory": 18874, "data_time": 0.06968, "loss_rpn_cls": 0.01463, "loss_rpn_bbox": 0.04051, "loss_cls": 0.16749, "acc": 93.85181, "loss_bbox": 0.21604, "loss_mask": 0.22457, "loss": 0.66324, "time": 0.80589}
{"mode": "train", "epoch": 8, "iter": 2100, "lr": 0.0001, "memory": 18874, "data_time": 0.05676, "loss_rpn_cls": 0.01647, "loss_rpn_bbox": 0.04105, "loss_cls": 0.17072, "acc": 93.64429, "loss_bbox": 0.22397, "loss_mask": 0.22884, "loss": 0.68105, "time": 0.8122}
{"mode": "train", "epoch": 8, "iter": 2150, "lr": 0.0001, "memory": 18874, "data_time": 0.04578, "loss_rpn_cls": 0.01581, "loss_rpn_bbox": 0.04157, "loss_cls": 0.17569, "acc": 93.41162, "loss_bbox": 0.22553, "loss_mask": 0.22658, "loss": 0.68517, "time": 0.8012}
{"mode": "train", "epoch": 8, "iter": 2200, "lr": 0.0001, "memory": 18874, "data_time": 0.06265, "loss_rpn_cls": 0.01368, "loss_rpn_bbox": 0.03833, "loss_cls": 0.16628, "acc": 93.83594, "loss_bbox": 0.219, "loss_mask": 0.22639, "loss": 0.66369, "time": 0.85791}
{"mode": "train", "epoch": 8, "iter": 2250, "lr": 0.0001, "memory": 18874, "data_time": 0.07615, "loss_rpn_cls": 0.01423, "loss_rpn_bbox": 0.04168, "loss_cls": 0.17038, "acc": 93.5144, "loss_bbox": 0.22495, "loss_mask": 0.22082, "loss": 0.67206, "time": 0.88699}
{"mode": "train", "epoch": 8, "iter": 2300, "lr": 0.0001, "memory": 18874, "data_time": 0.06774, "loss_rpn_cls": 0.01484, "loss_rpn_bbox": 0.04134, "loss_cls": 0.16124, "acc": 93.93311, "loss_bbox": 0.21771, "loss_mask": 0.22314, "loss": 0.65826, "time": 0.94665}
{"mode": "train", "epoch": 8, "iter": 2350, "lr": 0.0001, "memory": 18874, "data_time": 0.04705, "loss_rpn_cls": 0.01565, "loss_rpn_bbox": 0.04003, "loss_cls": 0.16629, "acc": 93.72534, "loss_bbox": 0.21781, "loss_mask": 0.2245, "loss": 0.66429, "time": 0.81198}
{"mode": "train", "epoch": 8, "iter": 2400, "lr": 0.0001, "memory": 18874, "data_time": 0.04521, "loss_rpn_cls": 0.01485, "loss_rpn_bbox": 0.04225, "loss_cls": 0.17355, "acc": 93.47461, "loss_bbox": 0.2266, "loss_mask": 0.22841, "loss": 0.68566, "time": 0.84197}
{"mode": "train", "epoch": 8, "iter": 2450, "lr": 0.0001, "memory": 18874, "data_time": 0.05163, "loss_rpn_cls": 0.01559, "loss_rpn_bbox": 0.0421, "loss_cls": 0.16797, "acc": 93.69653, "loss_bbox": 0.2191, "loss_mask": 0.22271, "loss": 0.66746, "time": 0.82034}
{"mode": "train", "epoch": 8, "iter": 2500, "lr": 0.0001, "memory": 18874, "data_time": 0.05683, "loss_rpn_cls": 0.01686, "loss_rpn_bbox": 0.04193, "loss_cls": 0.16802, "acc": 93.71558, "loss_bbox": 0.2186, "loss_mask": 0.22441, "loss": 0.66982, "time": 0.86837}
{"mode": "train", "epoch": 8, "iter": 2550, "lr": 0.0001, "memory": 18874, "data_time": 0.05627, "loss_rpn_cls": 0.01676, "loss_rpn_bbox": 0.04156, "loss_cls": 0.17078, "acc": 93.64722, "loss_bbox": 0.22374, "loss_mask": 0.22591, "loss": 0.67875, "time": 0.81074}
{"mode": "train", "epoch": 8, "iter": 2600, "lr": 0.0001, "memory": 18874, "data_time": 0.05415, "loss_rpn_cls": 0.01709, "loss_rpn_bbox": 0.04153, "loss_cls": 0.17202, "acc": 93.54175, "loss_bbox": 0.22898, "loss_mask": 0.23463, "loss": 0.69426, "time": 0.81473}
{"mode": "train", "epoch": 8, "iter": 2650, "lr": 0.0001, "memory": 18874, "data_time": 0.04978, "loss_rpn_cls": 0.01475, "loss_rpn_bbox": 0.04105, "loss_cls": 0.17672, "acc": 93.42871, "loss_bbox": 0.23043, "loss_mask": 0.23117, "loss": 0.69412, "time": 0.81098}
{"mode": "train", "epoch": 8, "iter": 2700, "lr": 0.0001, "memory": 18874, "data_time": 0.04971, "loss_rpn_cls": 0.01605, "loss_rpn_bbox": 0.04122, "loss_cls": 0.16945, "acc": 93.698, "loss_bbox": 0.21765, "loss_mask": 0.22233, "loss": 0.6667, "time": 0.81964}
{"mode": "train", "epoch": 8, "iter": 2750, "lr": 0.0001, "memory": 18874, "data_time": 0.05222, "loss_rpn_cls": 0.0145, "loss_rpn_bbox": 0.04067, "loss_cls": 0.16707, "acc": 93.72314, "loss_bbox": 0.2172, "loss_mask": 0.22538, "loss": 0.66482, "time": 0.81232}
{"mode": "train", "epoch": 8, "iter": 2800, "lr": 0.0001, "memory": 18874, "data_time": 0.05446, "loss_rpn_cls": 0.01506, "loss_rpn_bbox": 0.04193, "loss_cls": 0.16874, "acc": 93.6709, "loss_bbox": 0.2225, "loss_mask": 0.22642, "loss": 0.67465, "time": 0.80522}
{"mode": "train", "epoch": 8, "iter": 2850, "lr": 0.0001, "memory": 18874, "data_time": 0.04973, "loss_rpn_cls": 0.01408, "loss_rpn_bbox": 0.04165, "loss_cls": 0.1676, "acc": 93.72827, "loss_bbox": 0.2201, "loss_mask": 0.22795, "loss": 0.67139, "time": 0.81051}
{"mode": "train", "epoch": 8, "iter": 2900, "lr": 0.0001, "memory": 18874, "data_time": 0.05293, "loss_rpn_cls": 0.01632, "loss_rpn_bbox": 0.0414, "loss_cls": 0.18069, "acc": 93.23047, "loss_bbox": 0.23285, "loss_mask": 0.23073, "loss": 0.70199, "time": 0.85824}
{"mode": "train", "epoch": 8, "iter": 2950, "lr": 0.0001, "memory": 18874, "data_time": 0.05362, "loss_rpn_cls": 0.01682, "loss_rpn_bbox": 0.04053, "loss_cls": 0.17358, "acc": 93.58643, "loss_bbox": 0.22458, "loss_mask": 0.22726, "loss": 0.68277, "time": 0.81605}
{"mode": "train", "epoch": 8, "iter": 3000, "lr": 0.0001, "memory": 18874, "data_time": 0.05258, "loss_rpn_cls": 0.01524, "loss_rpn_bbox": 0.0405, "loss_cls": 0.16693, "acc": 93.8147, "loss_bbox": 0.219, "loss_mask": 0.22636, "loss": 0.66803, "time": 0.8091}
{"mode": "train", "epoch": 8, "iter": 3050, "lr": 0.0001, "memory": 18874, "data_time": 0.05484, "loss_rpn_cls": 0.01605, "loss_rpn_bbox": 0.04228, "loss_cls": 0.17379, "acc": 93.4917, "loss_bbox": 0.22517, "loss_mask": 0.22875, "loss": 0.68603, "time": 0.87554}
{"mode": "train", "epoch": 8, "iter": 3100, "lr": 0.0001, "memory": 18874, "data_time": 0.06495, "loss_rpn_cls": 0.01663, "loss_rpn_bbox": 0.03982, "loss_cls": 0.16657, "acc": 93.81226, "loss_bbox": 0.21354, "loss_mask": 0.22608, "loss": 0.66263, "time": 0.80598}
{"mode": "train", "epoch": 8, "iter": 3150, "lr": 0.0001, "memory": 18874, "data_time": 0.04899, "loss_rpn_cls": 0.01574, "loss_rpn_bbox": 0.04211, "loss_cls": 0.17342, "acc": 93.51123, "loss_bbox": 0.22705, "loss_mask": 0.22729, "loss": 0.6856, "time": 0.81842}
{"mode": "train", "epoch": 8, "iter": 3200, "lr": 0.0001, "memory": 18874, "data_time": 0.05792, "loss_rpn_cls": 0.01712, "loss_rpn_bbox": 0.04284, "loss_cls": 0.17183, "acc": 93.63354, "loss_bbox": 0.22, "loss_mask": 0.22884, "loss": 0.68063, "time": 0.82425}
{"mode": "train", "epoch": 8, "iter": 3250, "lr": 0.0001, "memory": 18874, "data_time": 0.05255, "loss_rpn_cls": 0.01564, "loss_rpn_bbox": 0.04171, "loss_cls": 0.17249, "acc": 93.63599, "loss_bbox": 0.22465, "loss_mask": 0.22763, "loss": 0.68212, "time": 0.85042}
{"mode": "train", "epoch": 8, "iter": 3300, "lr": 0.0001, "memory": 18874, "data_time": 0.05898, "loss_rpn_cls": 0.01719, "loss_rpn_bbox": 0.04166, "loss_cls": 0.17068, "acc": 93.60742, "loss_bbox": 0.22268, "loss_mask": 0.22468, "loss": 0.67689, "time": 0.86723}
{"mode": "train", "epoch": 8, "iter": 3350, "lr": 0.0001, "memory": 18874, "data_time": 0.06355, "loss_rpn_cls": 0.01693, "loss_rpn_bbox": 0.04361, "loss_cls": 0.17848, "acc": 93.37842, "loss_bbox": 0.22959, "loss_mask": 0.23103, "loss": 0.69964, "time": 0.85624}
{"mode": "train", "epoch": 8, "iter": 3400, "lr": 0.0001, "memory": 18874, "data_time": 0.05504, "loss_rpn_cls": 0.01677, "loss_rpn_bbox": 0.04393, "loss_cls": 0.17607, "acc": 93.43994, "loss_bbox": 0.22654, "loss_mask": 0.23247, "loss": 0.69578, "time": 0.84953}
{"mode": "train", "epoch": 8, "iter": 3450, "lr": 0.0001, "memory": 18874, "data_time": 0.05913, "loss_rpn_cls": 0.01439, "loss_rpn_bbox": 0.04203, "loss_cls": 0.17019, "acc": 93.76978, "loss_bbox": 0.21417, "loss_mask": 0.22327, "loss": 0.66406, "time": 0.85799}
{"mode": "train", "epoch": 8, "iter": 3500, "lr": 0.0001, "memory": 18874, "data_time": 0.05217, "loss_rpn_cls": 0.0163, "loss_rpn_bbox": 0.04128, "loss_cls": 0.17824, "acc": 93.25732, "loss_bbox": 0.2261, "loss_mask": 0.22593, "loss": 0.68785, "time": 0.81508}
{"mode": "train", "epoch": 8, "iter": 3550, "lr": 0.0001, "memory": 18874, "data_time": 0.07003, "loss_rpn_cls": 0.01599, "loss_rpn_bbox": 0.04202, "loss_cls": 0.18179, "acc": 93.29712, "loss_bbox": 0.23408, "loss_mask": 0.23261, "loss": 0.70648, "time": 0.86852}
{"mode": "train", "epoch": 8, "iter": 3600, "lr": 0.0001, "memory": 18874, "data_time": 0.04325, "loss_rpn_cls": 0.01647, "loss_rpn_bbox": 0.04207, "loss_cls": 0.17413, "acc": 93.4729, "loss_bbox": 0.22164, "loss_mask": 0.22754, "loss": 0.68185, "time": 0.82532}
{"mode": "train", "epoch": 8, "iter": 3650, "lr": 0.0001, "memory": 18874, "data_time": 0.05015, "loss_rpn_cls": 0.01629, "loss_rpn_bbox": 0.04449, "loss_cls": 0.18045, "acc": 93.2793, "loss_bbox": 0.23065, "loss_mask": 0.22674, "loss": 0.69861, "time": 0.82458}
{"mode": "train", "epoch": 8, "iter": 3700, "lr": 0.0001, "memory": 18874, "data_time": 0.05093, "loss_rpn_cls": 0.01687, "loss_rpn_bbox": 0.04148, "loss_cls": 0.1777, "acc": 93.40479, "loss_bbox": 0.22278, "loss_mask": 0.22949, "loss": 0.68833, "time": 0.81176}
{"mode": "train", "epoch": 8, "iter": 3750, "lr": 0.0001, "memory": 18874, "data_time": 0.0622, "loss_rpn_cls": 0.01601, "loss_rpn_bbox": 0.04173, "loss_cls": 0.17715, "acc": 93.49805, "loss_bbox": 0.22803, "loss_mask": 0.23198, "loss": 0.69489, "time": 0.80799}
{"mode": "train", "epoch": 8, "iter": 3800, "lr": 0.0001, "memory": 18874, "data_time": 0.05503, "loss_rpn_cls": 0.01654, "loss_rpn_bbox": 0.03994, "loss_cls": 0.16918, "acc": 93.68628, "loss_bbox": 0.21996, "loss_mask": 0.22579, "loss": 0.67141, "time": 0.80976}
{"mode": "train", "epoch": 8, "iter": 3850, "lr": 0.0001, "memory": 18874, "data_time": 0.04955, "loss_rpn_cls": 0.01488, "loss_rpn_bbox": 0.04154, "loss_cls": 0.16524, "acc": 93.82617, "loss_bbox": 0.21667, "loss_mask": 0.22384, "loss": 0.66217, "time": 0.80115}
{"mode": "train", "epoch": 8, "iter": 3900, "lr": 0.0001, "memory": 18874, "data_time": 0.05473, "loss_rpn_cls": 0.01802, "loss_rpn_bbox": 0.0442, "loss_cls": 0.17661, "acc": 93.27515, "loss_bbox": 0.23285, "loss_mask": 0.23056, "loss": 0.70225, "time": 0.81729}
{"mode": "train", "epoch": 8, "iter": 3950, "lr": 0.0001, "memory": 18874, "data_time": 0.05229, "loss_rpn_cls": 0.01658, "loss_rpn_bbox": 0.0405, "loss_cls": 0.16575, "acc": 93.84058, "loss_bbox": 0.21752, "loss_mask": 0.22361, "loss": 0.66396, "time": 0.85213}
{"mode": "train", "epoch": 8, "iter": 4000, "lr": 0.0001, "memory": 18874, "data_time": 0.06915, "loss_rpn_cls": 0.01627, "loss_rpn_bbox": 0.04633, "loss_cls": 0.18065, "acc": 93.24219, "loss_bbox": 0.23659, "loss_mask": 0.23196, "loss": 0.7118, "time": 0.81696}
{"mode": "train", "epoch": 8, "iter": 4050, "lr": 0.0001, "memory": 18874, "data_time": 0.04975, "loss_rpn_cls": 0.0161, "loss_rpn_bbox": 0.04021, "loss_cls": 0.16773, "acc": 93.71484, "loss_bbox": 0.21641, "loss_mask": 0.22358, "loss": 0.66403, "time": 0.80988}
{"mode": "train", "epoch": 8, "iter": 4100, "lr": 0.0001, "memory": 18874, "data_time": 0.06303, "loss_rpn_cls": 0.01595, "loss_rpn_bbox": 0.04203, "loss_cls": 0.17202, "acc": 93.50488, "loss_bbox": 0.22436, "loss_mask": 0.2302, "loss": 0.68456, "time": 0.87746}
{"mode": "train", "epoch": 8, "iter": 4150, "lr": 0.0001, "memory": 18874, "data_time": 0.06698, "loss_rpn_cls": 0.01536, "loss_rpn_bbox": 0.04195, "loss_cls": 0.17741, "acc": 93.42236, "loss_bbox": 0.22906, "loss_mask": 0.2291, "loss": 0.69288, "time": 0.81669}
{"mode": "train", "epoch": 8, "iter": 4200, "lr": 0.0001, "memory": 18874, "data_time": 0.05707, "loss_rpn_cls": 0.01624, "loss_rpn_bbox": 0.04375, "loss_cls": 0.1731, "acc": 93.55884, "loss_bbox": 0.22331, "loss_mask": 0.2281, "loss": 0.6845, "time": 0.82031}
{"mode": "train", "epoch": 8, "iter": 4250, "lr": 0.0001, "memory": 18874, "data_time": 0.05748, "loss_rpn_cls": 0.01486, "loss_rpn_bbox": 0.04088, "loss_cls": 0.17119, "acc": 93.58716, "loss_bbox": 0.21814, "loss_mask": 0.22632, "loss": 0.67139, "time": 0.81229}
{"mode": "train", "epoch": 8, "iter": 4300, "lr": 0.0001, "memory": 18874, "data_time": 0.06146, "loss_rpn_cls": 0.01618, "loss_rpn_bbox": 0.04338, "loss_cls": 0.1777, "acc": 93.2998, "loss_bbox": 0.22616, "loss_mask": 0.23061, "loss": 0.69402, "time": 0.87436}
{"mode": "train", "epoch": 8, "iter": 4350, "lr": 0.0001, "memory": 18874, "data_time": 0.07335, "loss_rpn_cls": 0.01599, "loss_rpn_bbox": 0.04126, "loss_cls": 0.17316, "acc": 93.5415, "loss_bbox": 0.22338, "loss_mask": 0.22634, "loss": 0.68013, "time": 0.87495}
{"mode": "train", "epoch": 8, "iter": 4400, "lr": 0.0001, "memory": 18874, "data_time": 0.071, "loss_rpn_cls": 0.01607, "loss_rpn_bbox": 0.04182, "loss_cls": 0.17764, "acc": 93.2876, "loss_bbox": 0.22909, "loss_mask": 0.23147, "loss": 0.69609, "time": 0.86407}
{"mode": "train", "epoch": 8, "iter": 4450, "lr": 0.0001, "memory": 18874, "data_time": 0.04163, "loss_rpn_cls": 0.01492, "loss_rpn_bbox": 0.0399, "loss_cls": 0.16385, "acc": 94.04272, "loss_bbox": 0.21244, "loss_mask": 0.22625, "loss": 0.65736, "time": 0.84515}
{"mode": "train", "epoch": 8, "iter": 4500, "lr": 0.0001, "memory": 18874, "data_time": 0.05571, "loss_rpn_cls": 0.01607, "loss_rpn_bbox": 0.04154, "loss_cls": 0.17552, "acc": 93.51147, "loss_bbox": 0.22687, "loss_mask": 0.22618, "loss": 0.68616, "time": 0.87233}
{"mode": "train", "epoch": 8, "iter": 4550, "lr": 0.0001, "memory": 18874, "data_time": 0.05719, "loss_rpn_cls": 0.01666, "loss_rpn_bbox": 0.04127, "loss_cls": 0.17293, "acc": 93.53589, "loss_bbox": 0.2222, "loss_mask": 0.22608, "loss": 0.67916, "time": 0.81599}
{"mode": "train", "epoch": 8, "iter": 4600, "lr": 0.0001, "memory": 18874, "data_time": 0.05976, "loss_rpn_cls": 0.01504, "loss_rpn_bbox": 0.04179, "loss_cls": 0.1728, "acc": 93.50366, "loss_bbox": 0.22207, "loss_mask": 0.22549, "loss": 0.6772, "time": 0.87219}
{"mode": "train", "epoch": 8, "iter": 4650, "lr": 0.0001, "memory": 18874, "data_time": 0.05145, "loss_rpn_cls": 0.01493, "loss_rpn_bbox": 0.04055, "loss_cls": 0.17221, "acc": 93.63794, "loss_bbox": 0.21927, "loss_mask": 0.22385, "loss": 0.67081, "time": 0.81447}
{"mode": "train", "epoch": 8, "iter": 4700, "lr": 0.0001, "memory": 18874, "data_time": 0.06551, "loss_rpn_cls": 0.01451, "loss_rpn_bbox": 0.04065, "loss_cls": 0.17204, "acc": 93.64185, "loss_bbox": 0.21925, "loss_mask": 0.22444, "loss": 0.67089, "time": 0.81242}
{"mode": "train", "epoch": 8, "iter": 4750, "lr": 0.0001, "memory": 18874, "data_time": 0.06185, "loss_rpn_cls": 0.01567, "loss_rpn_bbox": 0.04015, "loss_cls": 0.17249, "acc": 93.54248, "loss_bbox": 0.21871, "loss_mask": 0.23133, "loss": 0.67834, "time": 0.81394}
{"mode": "train", "epoch": 8, "iter": 4800, "lr": 0.0001, "memory": 18874, "data_time": 0.05786, "loss_rpn_cls": 0.01619, "loss_rpn_bbox": 0.04089, "loss_cls": 0.1777, "acc": 93.43481, "loss_bbox": 0.22049, "loss_mask": 0.23109, "loss": 0.68637, "time": 0.81363}
{"mode": "train", "epoch": 8, "iter": 4850, "lr": 0.0001, "memory": 18874, "data_time": 0.05183, "loss_rpn_cls": 0.01572, "loss_rpn_bbox": 0.04434, "loss_cls": 0.18044, "acc": 93.36597, "loss_bbox": 0.23195, "loss_mask": 0.23389, "loss": 0.70635, "time": 0.81188}
{"mode": "train", "epoch": 8, "iter": 4900, "lr": 0.0001, "memory": 18874, "data_time": 0.07038, "loss_rpn_cls": 0.01659, "loss_rpn_bbox": 0.04295, "loss_cls": 0.17498, "acc": 93.45923, "loss_bbox": 0.22716, "loss_mask": 0.23451, "loss": 0.69618, "time": 0.81748}
{"mode": "train", "epoch": 8, "iter": 4950, "lr": 0.0001, "memory": 18874, "data_time": 0.0549, "loss_rpn_cls": 0.01603, "loss_rpn_bbox": 0.04233, "loss_cls": 0.17148, "acc": 93.58569, "loss_bbox": 0.22064, "loss_mask": 0.2297, "loss": 0.68018, "time": 0.80442}
{"mode": "train", "epoch": 8, "iter": 5000, "lr": 0.0001, "memory": 18874, "data_time": 0.04372, "loss_rpn_cls": 0.01649, "loss_rpn_bbox": 0.04179, "loss_cls": 0.17252, "acc": 93.58301, "loss_bbox": 0.2202, "loss_mask": 0.22638, "loss": 0.67739, "time": 0.85522}
{"mode": "train", "epoch": 8, "iter": 5050, "lr": 0.0001, "memory": 18874, "data_time": 0.0705, "loss_rpn_cls": 0.01589, "loss_rpn_bbox": 0.043, "loss_cls": 0.17631, "acc": 93.50854, "loss_bbox": 0.22856, "loss_mask": 0.22476, "loss": 0.68852, "time": 0.80906}
{"mode": "train", "epoch": 8, "iter": 5100, "lr": 0.0001, "memory": 18874, "data_time": 0.05122, "loss_rpn_cls": 0.01632, "loss_rpn_bbox": 0.04116, "loss_cls": 0.17326, "acc": 93.45898, "loss_bbox": 0.22421, "loss_mask": 0.2276, "loss": 0.68254, "time": 0.80962}
{"mode": "train", "epoch": 8, "iter": 5150, "lr": 0.0001, "memory": 18874, "data_time": 0.05187, "loss_rpn_cls": 0.01546, "loss_rpn_bbox": 0.04133, "loss_cls": 0.17845, "acc": 93.4248, "loss_bbox": 0.2222, "loss_mask": 0.23316, "loss": 0.69059, "time": 0.87187}
{"mode": "train", "epoch": 8, "iter": 5200, "lr": 0.0001, "memory": 18874, "data_time": 0.05181, "loss_rpn_cls": 0.01474, "loss_rpn_bbox": 0.03963, "loss_cls": 0.17377, "acc": 93.60596, "loss_bbox": 0.22158, "loss_mask": 0.22872, "loss": 0.67845, "time": 0.80346}
{"mode": "train", "epoch": 8, "iter": 5250, "lr": 0.0001, "memory": 18874, "data_time": 0.07292, "loss_rpn_cls": 0.01602, "loss_rpn_bbox": 0.04354, "loss_cls": 0.17287, "acc": 93.50806, "loss_bbox": 0.22746, "loss_mask": 0.23236, "loss": 0.69225, "time": 0.81962}
{"mode": "train", "epoch": 8, "iter": 5300, "lr": 0.0001, "memory": 18874, "data_time": 0.05902, "loss_rpn_cls": 0.01505, "loss_rpn_bbox": 0.04105, "loss_cls": 0.16935, "acc": 93.75513, "loss_bbox": 0.21923, "loss_mask": 0.2246, "loss": 0.66927, "time": 0.80736}
{"mode": "train", "epoch": 8, "iter": 5350, "lr": 0.0001, "memory": 18874, "data_time": 0.04476, "loss_rpn_cls": 0.01443, "loss_rpn_bbox": 0.04098, "loss_cls": 0.17178, "acc": 93.52026, "loss_bbox": 0.2238, "loss_mask": 0.22956, "loss": 0.68056, "time": 0.84983}
{"mode": "train", "epoch": 8, "iter": 5400, "lr": 0.0001, "memory": 18874, "data_time": 0.0593, "loss_rpn_cls": 0.01723, "loss_rpn_bbox": 0.04482, "loss_cls": 0.17564, "acc": 93.54932, "loss_bbox": 0.2271, "loss_mask": 0.22162, "loss": 0.6864, "time": 0.86509}
{"mode": "train", "epoch": 8, "iter": 5450, "lr": 0.0001, "memory": 18874, "data_time": 0.06483, "loss_rpn_cls": 0.01654, "loss_rpn_bbox": 0.04346, "loss_cls": 0.18019, "acc": 93.20654, "loss_bbox": 0.2292, "loss_mask": 0.2255, "loss": 0.69488, "time": 0.8136}
{"mode": "train", "epoch": 8, "iter": 5500, "lr": 0.0001, "memory": 18874, "data_time": 0.05395, "loss_rpn_cls": 0.01636, "loss_rpn_bbox": 0.04292, "loss_cls": 0.17272, "acc": 93.49658, "loss_bbox": 0.23133, "loss_mask": 0.23064, "loss": 0.69398, "time": 0.94086}
{"mode": "train", "epoch": 8, "iter": 5550, "lr": 0.0001, "memory": 18874, "data_time": 0.06644, "loss_rpn_cls": 0.01645, "loss_rpn_bbox": 0.04424, "loss_cls": 0.1811, "acc": 93.16992, "loss_bbox": 0.23179, "loss_mask": 0.23096, "loss": 0.70454, "time": 0.86628}
{"mode": "train", "epoch": 8, "iter": 5600, "lr": 0.0001, "memory": 18874, "data_time": 0.04476, "loss_rpn_cls": 0.01695, "loss_rpn_bbox": 0.04383, "loss_cls": 0.17175, "acc": 93.69873, "loss_bbox": 0.22043, "loss_mask": 0.2268, "loss": 0.67975, "time": 0.82057}
{"mode": "train", "epoch": 8, "iter": 5650, "lr": 0.0001, "memory": 18874, "data_time": 0.06956, "loss_rpn_cls": 0.01633, "loss_rpn_bbox": 0.0426, "loss_cls": 0.17581, "acc": 93.44043, "loss_bbox": 0.22966, "loss_mask": 0.23171, "loss": 0.69612, "time": 0.87131}
{"mode": "train", "epoch": 8, "iter": 5700, "lr": 0.0001, "memory": 18874, "data_time": 0.04811, "loss_rpn_cls": 0.01516, "loss_rpn_bbox": 0.0422, "loss_cls": 0.16779, "acc": 93.77417, "loss_bbox": 0.21733, "loss_mask": 0.22719, "loss": 0.66966, "time": 0.80855}
{"mode": "train", "epoch": 8, "iter": 5750, "lr": 0.0001, "memory": 18874, "data_time": 0.05725, "loss_rpn_cls": 0.01593, "loss_rpn_bbox": 0.03974, "loss_cls": 0.17448, "acc": 93.5625, "loss_bbox": 0.22083, "loss_mask": 0.22442, "loss": 0.6754, "time": 0.81771}
{"mode": "train", "epoch": 8, "iter": 5800, "lr": 0.0001, "memory": 18874, "data_time": 0.06668, "loss_rpn_cls": 0.01612, "loss_rpn_bbox": 0.04221, "loss_cls": 0.17645, "acc": 93.48291, "loss_bbox": 0.22306, "loss_mask": 0.22503, "loss": 0.68287, "time": 0.81315}
{"mode": "train", "epoch": 8, "iter": 5850, "lr": 0.0001, "memory": 18874, "data_time": 0.05175, "loss_rpn_cls": 0.01484, "loss_rpn_bbox": 0.03917, "loss_cls": 0.16012, "acc": 93.96313, "loss_bbox": 0.21241, "loss_mask": 0.22246, "loss": 0.64899, "time": 0.80612}
{"mode": "train", "epoch": 8, "iter": 5900, "lr": 0.0001, "memory": 18874, "data_time": 0.05192, "loss_rpn_cls": 0.01621, "loss_rpn_bbox": 0.0429, "loss_cls": 0.17748, "acc": 93.45386, "loss_bbox": 0.22746, "loss_mask": 0.22749, "loss": 0.69155, "time": 0.81265}
{"mode": "train", "epoch": 8, "iter": 5950, "lr": 0.0001, "memory": 18874, "data_time": 0.04102, "loss_rpn_cls": 0.01583, "loss_rpn_bbox": 0.04187, "loss_cls": 0.17629, "acc": 93.4231, "loss_bbox": 0.22615, "loss_mask": 0.22945, "loss": 0.68959, "time": 0.81317}
{"mode": "train", "epoch": 8, "iter": 6000, "lr": 0.0001, "memory": 18874, "data_time": 0.05642, "loss_rpn_cls": 0.01646, "loss_rpn_bbox": 0.0447, "loss_cls": 0.18361, "acc": 93.24097, "loss_bbox": 0.23111, "loss_mask": 0.23359, "loss": 0.70948, "time": 0.81783}
{"mode": "train", "epoch": 8, "iter": 6050, "lr": 0.0001, "memory": 18874, "data_time": 0.06103, "loss_rpn_cls": 0.01707, "loss_rpn_bbox": 0.04607, "loss_cls": 0.17928, "acc": 93.32104, "loss_bbox": 0.23075, "loss_mask": 0.23124, "loss": 0.70441, "time": 0.82124}
{"mode": "train", "epoch": 8, "iter": 6100, "lr": 0.0001, "memory": 18874, "data_time": 0.0591, "loss_rpn_cls": 0.01647, "loss_rpn_bbox": 0.04145, "loss_cls": 0.16844, "acc": 93.69043, "loss_bbox": 0.21863, "loss_mask": 0.22624, "loss": 0.67123, "time": 0.85364}
{"mode": "train", "epoch": 8, "iter": 6150, "lr": 0.0001, "memory": 18874, "data_time": 0.05799, "loss_rpn_cls": 0.01484, "loss_rpn_bbox": 0.03974, "loss_cls": 0.1707, "acc": 93.5813, "loss_bbox": 0.22133, "loss_mask": 0.23018, "loss": 0.6768, "time": 0.8037}
{"mode": "train", "epoch": 8, "iter": 6200, "lr": 0.0001, "memory": 18874, "data_time": 0.04708, "loss_rpn_cls": 0.01513, "loss_rpn_bbox": 0.04049, "loss_cls": 0.17176, "acc": 93.49902, "loss_bbox": 0.22056, "loss_mask": 0.22045, "loss": 0.66839, "time": 0.84745}
{"mode": "train", "epoch": 8, "iter": 6250, "lr": 0.0001, "memory": 18874, "data_time": 0.04609, "loss_rpn_cls": 0.01643, "loss_rpn_bbox": 0.0427, "loss_cls": 0.17428, "acc": 93.54004, "loss_bbox": 0.2246, "loss_mask": 0.23049, "loss": 0.68849, "time": 0.81474}
{"mode": "train", "epoch": 8, "iter": 6300, "lr": 0.0001, "memory": 18874, "data_time": 0.06574, "loss_rpn_cls": 0.01647, "loss_rpn_bbox": 0.04216, "loss_cls": 0.17544, "acc": 93.49194, "loss_bbox": 0.22566, "loss_mask": 0.23374, "loss": 0.69347, "time": 0.81619}
{"mode": "train", "epoch": 8, "iter": 6350, "lr": 0.0001, "memory": 18874, "data_time": 0.04355, "loss_rpn_cls": 0.01667, "loss_rpn_bbox": 0.04146, "loss_cls": 0.1756, "acc": 93.58569, "loss_bbox": 0.22573, "loss_mask": 0.22463, "loss": 0.68409, "time": 0.80216}
{"mode": "train", "epoch": 8, "iter": 6400, "lr": 0.0001, "memory": 18874, "data_time": 0.06124, "loss_rpn_cls": 0.01647, "loss_rpn_bbox": 0.04201, "loss_cls": 0.17125, "acc": 93.68188, "loss_bbox": 0.22169, "loss_mask": 0.22897, "loss": 0.6804, "time": 0.86585}
{"mode": "train", "epoch": 8, "iter": 6450, "lr": 0.0001, "memory": 18874, "data_time": 0.06774, "loss_rpn_cls": 0.01461, "loss_rpn_bbox": 0.04246, "loss_cls": 0.1717, "acc": 93.69189, "loss_bbox": 0.22002, "loss_mask": 0.22703, "loss": 0.67583, "time": 0.88998}
{"mode": "train", "epoch": 8, "iter": 6500, "lr": 0.0001, "memory": 18874, "data_time": 0.05901, "loss_rpn_cls": 0.01575, "loss_rpn_bbox": 0.04168, "loss_cls": 0.17273, "acc": 93.43726, "loss_bbox": 0.22426, "loss_mask": 0.23393, "loss": 0.68835, "time": 0.81141}
{"mode": "train", "epoch": 8, "iter": 6550, "lr": 0.0001, "memory": 18874, "data_time": 0.06307, "loss_rpn_cls": 0.01701, "loss_rpn_bbox": 0.04583, "loss_cls": 0.18188, "acc": 93.14771, "loss_bbox": 0.23581, "loss_mask": 0.23494, "loss": 0.71548, "time": 0.90766}
{"mode": "train", "epoch": 8, "iter": 6600, "lr": 0.0001, "memory": 18874, "data_time": 0.0622, "loss_rpn_cls": 0.01634, "loss_rpn_bbox": 0.04377, "loss_cls": 0.17799, "acc": 93.39966, "loss_bbox": 0.22833, "loss_mask": 0.23541, "loss": 0.70184, "time": 0.85649}
{"mode": "train", "epoch": 8, "iter": 6650, "lr": 0.0001, "memory": 18874, "data_time": 0.06056, "loss_rpn_cls": 0.01653, "loss_rpn_bbox": 0.04156, "loss_cls": 0.17517, "acc": 93.4978, "loss_bbox": 0.22478, "loss_mask": 0.23144, "loss": 0.68948, "time": 0.81198}
{"mode": "train", "epoch": 8, "iter": 6700, "lr": 0.0001, "memory": 18874, "data_time": 0.0546, "loss_rpn_cls": 0.01408, "loss_rpn_bbox": 0.04177, "loss_cls": 0.16735, "acc": 93.77783, "loss_bbox": 0.21875, "loss_mask": 0.22454, "loss": 0.66648, "time": 0.86499}
{"mode": "train", "epoch": 8, "iter": 6750, "lr": 0.0001, "memory": 18874, "data_time": 0.052, "loss_rpn_cls": 0.01571, "loss_rpn_bbox": 0.04344, "loss_cls": 0.17778, "acc": 93.36011, "loss_bbox": 0.23262, "loss_mask": 0.22832, "loss": 0.69787, "time": 0.81993}
{"mode": "train", "epoch": 8, "iter": 6800, "lr": 0.0001, "memory": 18874, "data_time": 0.05835, "loss_rpn_cls": 0.01582, "loss_rpn_bbox": 0.04141, "loss_cls": 0.17125, "acc": 93.62622, "loss_bbox": 0.22264, "loss_mask": 0.22954, "loss": 0.68066, "time": 0.80721}
{"mode": "train", "epoch": 8, "iter": 6850, "lr": 0.0001, "memory": 18874, "data_time": 0.05039, "loss_rpn_cls": 0.01644, "loss_rpn_bbox": 0.04373, "loss_cls": 0.17069, "acc": 93.60962, "loss_bbox": 0.22581, "loss_mask": 0.23286, "loss": 0.68952, "time": 0.8095}
{"mode": "train", "epoch": 8, "iter": 6900, "lr": 0.0001, "memory": 18874, "data_time": 0.05223, "loss_rpn_cls": 0.01542, "loss_rpn_bbox": 0.04158, "loss_cls": 0.17576, "acc": 93.37036, "loss_bbox": 0.22685, "loss_mask": 0.22539, "loss": 0.685, "time": 0.8162}
{"mode": "train", "epoch": 8, "iter": 6950, "lr": 0.0001, "memory": 18874, "data_time": 0.05772, "loss_rpn_cls": 0.01597, "loss_rpn_bbox": 0.04005, "loss_cls": 0.17119, "acc": 93.64233, "loss_bbox": 0.21853, "loss_mask": 0.22583, "loss": 0.67157, "time": 0.80899}
{"mode": "train", "epoch": 8, "iter": 7000, "lr": 0.0001, "memory": 18874, "data_time": 0.06865, "loss_rpn_cls": 0.01683, "loss_rpn_bbox": 0.04173, "loss_cls": 0.1774, "acc": 93.35034, "loss_bbox": 0.22628, "loss_mask": 0.22462, "loss": 0.68685, "time": 0.82775}
{"mode": "train", "epoch": 8, "iter": 7050, "lr": 0.0001, "memory": 18874, "data_time": 0.05272, "loss_rpn_cls": 0.01656, "loss_rpn_bbox": 0.04199, "loss_cls": 0.1742, "acc": 93.5271, "loss_bbox": 0.22235, "loss_mask": 0.22601, "loss": 0.68111, "time": 0.8169}
{"mode": "train", "epoch": 8, "iter": 7100, "lr": 0.0001, "memory": 18874, "data_time": 0.05521, "loss_rpn_cls": 0.01696, "loss_rpn_bbox": 0.04367, "loss_cls": 0.17302, "acc": 93.57739, "loss_bbox": 0.22396, "loss_mask": 0.22776, "loss": 0.68535, "time": 0.81187}
{"mode": "train", "epoch": 8, "iter": 7150, "lr": 0.0001, "memory": 18874, "data_time": 0.05626, "loss_rpn_cls": 0.01652, "loss_rpn_bbox": 0.04271, "loss_cls": 0.17443, "acc": 93.40186, "loss_bbox": 0.22816, "loss_mask": 0.23287, "loss": 0.69468, "time": 0.86486}
{"mode": "train", "epoch": 8, "iter": 7200, "lr": 0.0001, "memory": 18874, "data_time": 0.05009, "loss_rpn_cls": 0.01511, "loss_rpn_bbox": 0.04113, "loss_cls": 0.17313, "acc": 93.58228, "loss_bbox": 0.22223, "loss_mask": 0.22425, "loss": 0.67584, "time": 0.80136}
{"mode": "train", "epoch": 8, "iter": 7250, "lr": 0.0001, "memory": 18874, "data_time": 0.06077, "loss_rpn_cls": 0.0161, "loss_rpn_bbox": 0.03987, "loss_cls": 0.17457, "acc": 93.55591, "loss_bbox": 0.22495, "loss_mask": 0.23141, "loss": 0.68691, "time": 0.86196}
{"mode": "train", "epoch": 8, "iter": 7300, "lr": 0.0001, "memory": 18874, "data_time": 0.05365, "loss_rpn_cls": 0.01687, "loss_rpn_bbox": 0.04203, "loss_cls": 0.17421, "acc": 93.56763, "loss_bbox": 0.22401, "loss_mask": 0.22312, "loss": 0.68024, "time": 0.82114}
{"mode": "val", "epoch": 8, "iter": 625, "lr": 0.0001, "bbox_mAP": 0.472, "bbox_mAP_50": 0.705, "bbox_mAP_75": 0.522, "bbox_mAP_s": 0.292, "bbox_mAP_m": 0.517, "bbox_mAP_l": 0.635, "bbox_mAP_copypaste": "0.472 0.705 0.522 0.292 0.517 0.635", "segm_mAP": 0.424, "segm_mAP_50": 0.671, "segm_mAP_75": 0.454, "segm_mAP_s": 0.211, "segm_mAP_m": 0.461, "segm_mAP_l": 0.637, "segm_mAP_copypaste": "0.424 0.671 0.454 0.211 0.461 0.637"}
{"mode": "train", "epoch": 9, "iter": 50, "lr": 1e-05, "memory": 18874, "data_time": 0.13632, "loss_rpn_cls": 0.01468, "loss_rpn_bbox": 0.04125, "loss_cls": 0.16997, "acc": 93.50732, "loss_bbox": 0.22524, "loss_mask": 0.22317, "loss": 0.67432, "time": 1.08576}
{"mode": "train", "epoch": 9, "iter": 100, "lr": 1e-05, "memory": 18874, "data_time": 0.05966, "loss_rpn_cls": 0.01399, "loss_rpn_bbox": 0.04032, "loss_cls": 0.1596, "acc": 93.97168, "loss_bbox": 0.20857, "loss_mask": 0.21638, "loss": 0.63885, "time": 0.90002}
{"mode": "train", "epoch": 9, "iter": 150, "lr": 1e-05, "memory": 18874, "data_time": 0.05428, "loss_rpn_cls": 0.01366, "loss_rpn_bbox": 0.04079, "loss_cls": 0.16505, "acc": 93.78638, "loss_bbox": 0.21455, "loss_mask": 0.22016, "loss": 0.65422, "time": 0.82242}
{"mode": "train", "epoch": 9, "iter": 200, "lr": 1e-05, "memory": 18874, "data_time": 0.06194, "loss_rpn_cls": 0.01453, "loss_rpn_bbox": 0.0414, "loss_cls": 0.16362, "acc": 93.69409, "loss_bbox": 0.21568, "loss_mask": 0.22469, "loss": 0.65992, "time": 0.81424}
{"mode": "train", "epoch": 9, "iter": 250, "lr": 1e-05, "memory": 18874, "data_time": 0.04965, "loss_rpn_cls": 0.01261, "loss_rpn_bbox": 0.03634, "loss_cls": 0.15348, "acc": 94.11084, "loss_bbox": 0.20084, "loss_mask": 0.21774, "loss": 0.62102, "time": 0.85669}
{"mode": "train", "epoch": 9, "iter": 300, "lr": 1e-05, "memory": 18874, "data_time": 0.05666, "loss_rpn_cls": 0.01423, "loss_rpn_bbox": 0.03887, "loss_cls": 0.16039, "acc": 94.0166, "loss_bbox": 0.2105, "loss_mask": 0.21645, "loss": 0.64043, "time": 0.80755}
{"mode": "train", "epoch": 9, "iter": 350, "lr": 1e-05, "memory": 18874, "data_time": 0.05663, "loss_rpn_cls": 0.0133, "loss_rpn_bbox": 0.03931, "loss_cls": 0.16092, "acc": 93.90381, "loss_bbox": 0.21009, "loss_mask": 0.21908, "loss": 0.6427, "time": 0.81632}
{"mode": "train", "epoch": 9, "iter": 400, "lr": 1e-05, "memory": 18874, "data_time": 0.04558, "loss_rpn_cls": 0.01382, "loss_rpn_bbox": 0.03742, "loss_cls": 0.15507, "acc": 94.1604, "loss_bbox": 0.20416, "loss_mask": 0.21775, "loss": 0.62822, "time": 0.80411}
{"mode": "train", "epoch": 9, "iter": 450, "lr": 1e-05, "memory": 18874, "data_time": 0.06203, "loss_rpn_cls": 0.01236, "loss_rpn_bbox": 0.03882, "loss_cls": 0.16201, "acc": 93.88428, "loss_bbox": 0.21196, "loss_mask": 0.21853, "loss": 0.64369, "time": 0.81475}
{"mode": "train", "epoch": 9, "iter": 500, "lr": 1e-05, "memory": 18874, "data_time": 0.05649, "loss_rpn_cls": 0.01384, "loss_rpn_bbox": 0.0397, "loss_cls": 0.166, "acc": 93.74487, "loss_bbox": 0.22156, "loss_mask": 0.22496, "loss": 0.66606, "time": 0.92039}
{"mode": "train", "epoch": 9, "iter": 550, "lr": 1e-05, "memory": 18874, "data_time": 0.06117, "loss_rpn_cls": 0.0132, "loss_rpn_bbox": 0.03731, "loss_cls": 0.15378, "acc": 94.14209, "loss_bbox": 0.20221, "loss_mask": 0.21837, "loss": 0.62487, "time": 0.82056}
{"mode": "train", "epoch": 9, "iter": 600, "lr": 1e-05, "memory": 18874, "data_time": 0.07275, "loss_rpn_cls": 0.01228, "loss_rpn_bbox": 0.03803, "loss_cls": 0.15268, "acc": 94.19092, "loss_bbox": 0.20629, "loss_mask": 0.22155, "loss": 0.63083, "time": 0.81754}
{"mode": "train", "epoch": 9, "iter": 650, "lr": 1e-05, "memory": 18874, "data_time": 0.07482, "loss_rpn_cls": 0.01316, "loss_rpn_bbox": 0.04097, "loss_cls": 0.16153, "acc": 93.78003, "loss_bbox": 0.21608, "loss_mask": 0.22291, "loss": 0.65465, "time": 0.87312}
{"mode": "train", "epoch": 9, "iter": 700, "lr": 1e-05, "memory": 18874, "data_time": 0.05064, "loss_rpn_cls": 0.01291, "loss_rpn_bbox": 0.03808, "loss_cls": 0.15666, "acc": 94.06787, "loss_bbox": 0.20745, "loss_mask": 0.21486, "loss": 0.62997, "time": 0.81527}
{"mode": "train", "epoch": 9, "iter": 750, "lr": 1e-05, "memory": 18874, "data_time": 0.05775, "loss_rpn_cls": 0.01169, "loss_rpn_bbox": 0.03786, "loss_cls": 0.15217, "acc": 94.12891, "loss_bbox": 0.20868, "loss_mask": 0.21508, "loss": 0.62548, "time": 0.8126}
{"mode": "train", "epoch": 9, "iter": 800, "lr": 1e-05, "memory": 18874, "data_time": 0.05736, "loss_rpn_cls": 0.01412, "loss_rpn_bbox": 0.03973, "loss_cls": 0.15924, "acc": 94.00366, "loss_bbox": 0.20975, "loss_mask": 0.21853, "loss": 0.64137, "time": 0.82503}
{"mode": "train", "epoch": 9, "iter": 850, "lr": 1e-05, "memory": 18874, "data_time": 0.05699, "loss_rpn_cls": 0.01339, "loss_rpn_bbox": 0.03935, "loss_cls": 0.16037, "acc": 93.98413, "loss_bbox": 0.20968, "loss_mask": 0.21327, "loss": 0.63606, "time": 0.82404}
{"mode": "train", "epoch": 9, "iter": 900, "lr": 1e-05, "memory": 18874, "data_time": 0.06836, "loss_rpn_cls": 0.01427, "loss_rpn_bbox": 0.03997, "loss_cls": 0.17031, "acc": 93.53784, "loss_bbox": 0.22272, "loss_mask": 0.22317, "loss": 0.67044, "time": 0.8716}
{"mode": "train", "epoch": 9, "iter": 950, "lr": 1e-05, "memory": 18874, "data_time": 0.06431, "loss_rpn_cls": 0.01285, "loss_rpn_bbox": 0.0396, "loss_cls": 0.1605, "acc": 93.88379, "loss_bbox": 0.21623, "loss_mask": 0.21955, "loss": 0.64874, "time": 0.82407}
{"mode": "train", "epoch": 9, "iter": 1000, "lr": 1e-05, "memory": 18874, "data_time": 0.06013, "loss_rpn_cls": 0.01393, "loss_rpn_bbox": 0.03749, "loss_cls": 0.15202, "acc": 94.22803, "loss_bbox": 0.20386, "loss_mask": 0.21486, "loss": 0.62217, "time": 0.80719}
{"mode": "train", "epoch": 9, "iter": 1050, "lr": 1e-05, "memory": 18874, "data_time": 0.04741, "loss_rpn_cls": 0.01308, "loss_rpn_bbox": 0.03875, "loss_cls": 0.15366, "acc": 94.16211, "loss_bbox": 0.20872, "loss_mask": 0.21497, "loss": 0.62917, "time": 0.81656}
{"mode": "train", "epoch": 9, "iter": 1100, "lr": 1e-05, "memory": 18874, "data_time": 0.05347, "loss_rpn_cls": 0.01216, "loss_rpn_bbox": 0.03712, "loss_cls": 0.15194, "acc": 94.22192, "loss_bbox": 0.20344, "loss_mask": 0.21654, "loss": 0.62121, "time": 0.80766}
{"mode": "train", "epoch": 9, "iter": 1150, "lr": 1e-05, "memory": 18874, "data_time": 0.05981, "loss_rpn_cls": 0.01398, "loss_rpn_bbox": 0.03994, "loss_cls": 0.16888, "acc": 93.54541, "loss_bbox": 0.22143, "loss_mask": 0.22397, "loss": 0.66821, "time": 0.92712}
{"mode": "train", "epoch": 9, "iter": 1200, "lr": 1e-05, "memory": 18874, "data_time": 0.06297, "loss_rpn_cls": 0.01359, "loss_rpn_bbox": 0.04059, "loss_cls": 0.16029, "acc": 93.82153, "loss_bbox": 0.21717, "loss_mask": 0.22032, "loss": 0.65196, "time": 0.83192}
{"mode": "train", "epoch": 9, "iter": 1250, "lr": 1e-05, "memory": 18874, "data_time": 0.05256, "loss_rpn_cls": 0.01271, "loss_rpn_bbox": 0.03764, "loss_cls": 0.15421, "acc": 94.13208, "loss_bbox": 0.20594, "loss_mask": 0.21597, "loss": 0.62647, "time": 0.81269}
{"mode": "train", "epoch": 9, "iter": 1300, "lr": 1e-05, "memory": 18874, "data_time": 0.06629, "loss_rpn_cls": 0.01189, "loss_rpn_bbox": 0.03704, "loss_cls": 0.15308, "acc": 94.0686, "loss_bbox": 0.20587, "loss_mask": 0.21414, "loss": 0.62202, "time": 0.86223}
{"mode": "train", "epoch": 9, "iter": 1350, "lr": 1e-05, "memory": 18874, "data_time": 0.05429, "loss_rpn_cls": 0.01289, "loss_rpn_bbox": 0.03835, "loss_cls": 0.15917, "acc": 93.88452, "loss_bbox": 0.20775, "loss_mask": 0.21006, "loss": 0.62822, "time": 0.87718}
{"mode": "train", "epoch": 9, "iter": 1400, "lr": 1e-05, "memory": 18874, "data_time": 0.06288, "loss_rpn_cls": 0.0144, "loss_rpn_bbox": 0.03933, "loss_cls": 0.1591, "acc": 93.95581, "loss_bbox": 0.21433, "loss_mask": 0.22017, "loss": 0.64733, "time": 0.81939}
{"mode": "train", "epoch": 9, "iter": 1450, "lr": 1e-05, "memory": 18874, "data_time": 0.05191, "loss_rpn_cls": 0.01221, "loss_rpn_bbox": 0.0383, "loss_cls": 0.15531, "acc": 93.97754, "loss_bbox": 0.20531, "loss_mask": 0.21323, "loss": 0.62437, "time": 0.81528}
{"mode": "train", "epoch": 9, "iter": 1500, "lr": 1e-05, "memory": 18874, "data_time": 0.05414, "loss_rpn_cls": 0.01349, "loss_rpn_bbox": 0.03735, "loss_cls": 0.15267, "acc": 94.2688, "loss_bbox": 0.2006, "loss_mask": 0.21136, "loss": 0.61547, "time": 0.8753}
{"mode": "train", "epoch": 9, "iter": 1550, "lr": 1e-05, "memory": 18874, "data_time": 0.06337, "loss_rpn_cls": 0.01275, "loss_rpn_bbox": 0.03903, "loss_cls": 0.15934, "acc": 93.87988, "loss_bbox": 0.21301, "loss_mask": 0.22229, "loss": 0.64643, "time": 0.8639}
{"mode": "train", "epoch": 9, "iter": 1600, "lr": 1e-05, "memory": 18874, "data_time": 0.05223, "loss_rpn_cls": 0.01205, "loss_rpn_bbox": 0.03587, "loss_cls": 0.14745, "acc": 94.45239, "loss_bbox": 0.19356, "loss_mask": 0.20941, "loss": 0.59833, "time": 0.80874}
{"mode": "train", "epoch": 9, "iter": 1650, "lr": 1e-05, "memory": 18874, "data_time": 0.05682, "loss_rpn_cls": 0.01283, "loss_rpn_bbox": 0.04049, "loss_cls": 0.15639, "acc": 94.01367, "loss_bbox": 0.20928, "loss_mask": 0.21441, "loss": 0.63339, "time": 0.82602}
{"mode": "train", "epoch": 9, "iter": 1700, "lr": 1e-05, "memory": 18874, "data_time": 0.06662, "loss_rpn_cls": 0.01289, "loss_rpn_bbox": 0.03732, "loss_cls": 0.15431, "acc": 94.1123, "loss_bbox": 0.20627, "loss_mask": 0.21337, "loss": 0.62415, "time": 0.85556}
{"mode": "train", "epoch": 9, "iter": 1750, "lr": 1e-05, "memory": 18874, "data_time": 0.06644, "loss_rpn_cls": 0.01322, "loss_rpn_bbox": 0.03707, "loss_cls": 0.15715, "acc": 94.01831, "loss_bbox": 0.2077, "loss_mask": 0.21544, "loss": 0.63058, "time": 0.83335}
{"mode": "train", "epoch": 9, "iter": 1800, "lr": 1e-05, "memory": 18874, "data_time": 0.0604, "loss_rpn_cls": 0.0131, "loss_rpn_bbox": 0.03692, "loss_cls": 0.15469, "acc": 94.16528, "loss_bbox": 0.2028, "loss_mask": 0.21847, "loss": 0.62597, "time": 0.83173}
{"mode": "train", "epoch": 9, "iter": 1850, "lr": 1e-05, "memory": 18874, "data_time": 0.06048, "loss_rpn_cls": 0.0131, "loss_rpn_bbox": 0.03879, "loss_cls": 0.1625, "acc": 93.87939, "loss_bbox": 0.21573, "loss_mask": 0.217, "loss": 0.64711, "time": 0.81175}
{"mode": "train", "epoch": 9, "iter": 1900, "lr": 1e-05, "memory": 18874, "data_time": 0.05679, "loss_rpn_cls": 0.01375, "loss_rpn_bbox": 0.03788, "loss_cls": 0.15769, "acc": 93.95435, "loss_bbox": 0.20716, "loss_mask": 0.21376, "loss": 0.63024, "time": 0.81702}
{"mode": "train", "epoch": 9, "iter": 1950, "lr": 1e-05, "memory": 18874, "data_time": 0.05918, "loss_rpn_cls": 0.01305, "loss_rpn_bbox": 0.03957, "loss_cls": 0.1599, "acc": 93.86841, "loss_bbox": 0.2146, "loss_mask": 0.22226, "loss": 0.64939, "time": 0.87197}
{"mode": "train", "epoch": 9, "iter": 2000, "lr": 1e-05, "memory": 18874, "data_time": 0.05824, "loss_rpn_cls": 0.01226, "loss_rpn_bbox": 0.03971, "loss_cls": 0.1522, "acc": 94.09619, "loss_bbox": 0.20452, "loss_mask": 0.21523, "loss": 0.62392, "time": 0.81363}
{"mode": "train", "epoch": 9, "iter": 2050, "lr": 1e-05, "memory": 18874, "data_time": 0.05974, "loss_rpn_cls": 0.01316, "loss_rpn_bbox": 0.03743, "loss_cls": 0.15688, "acc": 94.05322, "loss_bbox": 0.21109, "loss_mask": 0.21922, "loss": 0.63778, "time": 0.81236}
{"mode": "train", "epoch": 9, "iter": 2100, "lr": 1e-05, "memory": 18874, "data_time": 0.06079, "loss_rpn_cls": 0.01475, "loss_rpn_bbox": 0.03951, "loss_cls": 0.15474, "acc": 94.19409, "loss_bbox": 0.20935, "loss_mask": 0.21495, "loss": 0.63329, "time": 0.81792}
{"mode": "train", "epoch": 9, "iter": 2150, "lr": 1e-05, "memory": 18874, "data_time": 0.07289, "loss_rpn_cls": 0.01376, "loss_rpn_bbox": 0.04072, "loss_cls": 0.15856, "acc": 93.90454, "loss_bbox": 0.21259, "loss_mask": 0.22173, "loss": 0.64736, "time": 0.8876}
{"mode": "train", "epoch": 9, "iter": 2200, "lr": 1e-05, "memory": 18874, "data_time": 0.0668, "loss_rpn_cls": 0.01236, "loss_rpn_bbox": 0.03989, "loss_cls": 0.15724, "acc": 94.00146, "loss_bbox": 0.20573, "loss_mask": 0.21976, "loss": 0.63498, "time": 0.88176}
{"mode": "train", "epoch": 9, "iter": 2250, "lr": 1e-05, "memory": 18874, "data_time": 0.05962, "loss_rpn_cls": 0.01355, "loss_rpn_bbox": 0.03858, "loss_cls": 0.15978, "acc": 93.94751, "loss_bbox": 0.20837, "loss_mask": 0.219, "loss": 0.63928, "time": 0.80918}
{"mode": "train", "epoch": 9, "iter": 2300, "lr": 1e-05, "memory": 18874, "data_time": 0.06129, "loss_rpn_cls": 0.01449, "loss_rpn_bbox": 0.03834, "loss_cls": 0.15423, "acc": 94.11035, "loss_bbox": 0.20302, "loss_mask": 0.2169, "loss": 0.62698, "time": 0.81166}
{"mode": "train", "epoch": 9, "iter": 2350, "lr": 1e-05, "memory": 18874, "data_time": 0.04968, "loss_rpn_cls": 0.01201, "loss_rpn_bbox": 0.03741, "loss_cls": 0.1471, "acc": 94.37207, "loss_bbox": 0.19593, "loss_mask": 0.21008, "loss": 0.60254, "time": 0.88097}
{"mode": "train", "epoch": 9, "iter": 2400, "lr": 1e-05, "memory": 18874, "data_time": 0.0579, "loss_rpn_cls": 0.01357, "loss_rpn_bbox": 0.03861, "loss_cls": 0.16105, "acc": 93.89136, "loss_bbox": 0.211, "loss_mask": 0.2133, "loss": 0.63754, "time": 0.88953}
{"mode": "train", "epoch": 9, "iter": 2450, "lr": 1e-05, "memory": 18874, "data_time": 0.07141, "loss_rpn_cls": 0.01425, "loss_rpn_bbox": 0.03808, "loss_cls": 0.15806, "acc": 94.05493, "loss_bbox": 0.2085, "loss_mask": 0.21714, "loss": 0.63603, "time": 0.81942}
{"mode": "train", "epoch": 9, "iter": 2500, "lr": 1e-05, "memory": 18874, "data_time": 0.07173, "loss_rpn_cls": 0.01235, "loss_rpn_bbox": 0.0384, "loss_cls": 0.15273, "acc": 94.31079, "loss_bbox": 0.20689, "loss_mask": 0.21568, "loss": 0.62605, "time": 0.81706}
{"mode": "train", "epoch": 9, "iter": 2550, "lr": 1e-05, "memory": 18874, "data_time": 0.08192, "loss_rpn_cls": 0.01338, "loss_rpn_bbox": 0.03978, "loss_cls": 0.15718, "acc": 93.94116, "loss_bbox": 0.20741, "loss_mask": 0.21612, "loss": 0.63386, "time": 0.88189}
{"mode": "train", "epoch": 9, "iter": 2600, "lr": 1e-05, "memory": 18874, "data_time": 0.06069, "loss_rpn_cls": 0.01334, "loss_rpn_bbox": 0.03891, "loss_cls": 0.15553, "acc": 93.99585, "loss_bbox": 0.21138, "loss_mask": 0.21704, "loss": 0.6362, "time": 0.86436}
{"mode": "train", "epoch": 9, "iter": 2650, "lr": 1e-05, "memory": 18874, "data_time": 0.05496, "loss_rpn_cls": 0.01147, "loss_rpn_bbox": 0.03668, "loss_cls": 0.1447, "acc": 94.48926, "loss_bbox": 0.1988, "loss_mask": 0.21071, "loss": 0.60237, "time": 0.82885}
{"mode": "train", "epoch": 9, "iter": 2700, "lr": 1e-05, "memory": 18874, "data_time": 0.07071, "loss_rpn_cls": 0.01305, "loss_rpn_bbox": 0.04051, "loss_cls": 0.1538, "acc": 94.10791, "loss_bbox": 0.21094, "loss_mask": 0.22048, "loss": 0.63877, "time": 0.81303}
{"mode": "train", "epoch": 9, "iter": 2750, "lr": 1e-05, "memory": 18874, "data_time": 0.04679, "loss_rpn_cls": 0.0136, "loss_rpn_bbox": 0.04014, "loss_cls": 0.15848, "acc": 94.06079, "loss_bbox": 0.20407, "loss_mask": 0.21393, "loss": 0.63022, "time": 0.8937}
{"mode": "train", "epoch": 9, "iter": 2800, "lr": 1e-05, "memory": 18874, "data_time": 0.052, "loss_rpn_cls": 0.01321, "loss_rpn_bbox": 0.03608, "loss_cls": 0.15286, "acc": 94.17676, "loss_bbox": 0.20317, "loss_mask": 0.2153, "loss": 0.62063, "time": 0.8087}
{"mode": "train", "epoch": 9, "iter": 2850, "lr": 1e-05, "memory": 18874, "data_time": 0.07052, "loss_rpn_cls": 0.01271, "loss_rpn_bbox": 0.03817, "loss_cls": 0.15302, "acc": 94.19458, "loss_bbox": 0.20808, "loss_mask": 0.21523, "loss": 0.6272, "time": 0.80859}
{"mode": "train", "epoch": 9, "iter": 2900, "lr": 1e-05, "memory": 18874, "data_time": 0.06278, "loss_rpn_cls": 0.01318, "loss_rpn_bbox": 0.03901, "loss_cls": 0.15182, "acc": 94.14209, "loss_bbox": 0.20867, "loss_mask": 0.21789, "loss": 0.63057, "time": 0.8204}
{"mode": "train", "epoch": 9, "iter": 2950, "lr": 1e-05, "memory": 18874, "data_time": 0.07372, "loss_rpn_cls": 0.01219, "loss_rpn_bbox": 0.03729, "loss_cls": 0.1593, "acc": 93.96094, "loss_bbox": 0.21101, "loss_mask": 0.21743, "loss": 0.63723, "time": 0.83438}
{"mode": "train", "epoch": 9, "iter": 3000, "lr": 1e-05, "memory": 18874, "data_time": 0.05423, "loss_rpn_cls": 0.01226, "loss_rpn_bbox": 0.03601, "loss_cls": 0.15386, "acc": 94.14673, "loss_bbox": 0.20352, "loss_mask": 0.21624, "loss": 0.62189, "time": 0.855}
{"mode": "train", "epoch": 9, "iter": 3050, "lr": 1e-05, "memory": 18874, "data_time": 0.06393, "loss_rpn_cls": 0.01229, "loss_rpn_bbox": 0.03769, "loss_cls": 0.15238, "acc": 94.16406, "loss_bbox": 0.20727, "loss_mask": 0.22001, "loss": 0.62964, "time": 0.81561}
{"mode": "train", "epoch": 9, "iter": 3100, "lr": 1e-05, "memory": 18874, "data_time": 0.06661, "loss_rpn_cls": 0.01296, "loss_rpn_bbox": 0.03956, "loss_cls": 0.1536, "acc": 94.1582, "loss_bbox": 0.20429, "loss_mask": 0.2116, "loss": 0.62201, "time": 0.8317}
{"mode": "train", "epoch": 9, "iter": 3150, "lr": 1e-05, "memory": 18874, "data_time": 0.06892, "loss_rpn_cls": 0.01225, "loss_rpn_bbox": 0.03937, "loss_cls": 0.15588, "acc": 94.09033, "loss_bbox": 0.20564, "loss_mask": 0.21778, "loss": 0.63092, "time": 0.81853}
{"mode": "train", "epoch": 9, "iter": 3200, "lr": 1e-05, "memory": 18874, "data_time": 0.05824, "loss_rpn_cls": 0.0121, "loss_rpn_bbox": 0.03939, "loss_cls": 0.153, "acc": 94.14038, "loss_bbox": 0.20125, "loss_mask": 0.21468, "loss": 0.62042, "time": 0.86376}
{"mode": "train", "epoch": 9, "iter": 3250, "lr": 1e-05, "memory": 18874, "data_time": 0.04872, "loss_rpn_cls": 0.0122, "loss_rpn_bbox": 0.03743, "loss_cls": 0.15258, "acc": 94.20532, "loss_bbox": 0.20283, "loss_mask": 0.21211, "loss": 0.61714, "time": 0.90111}
{"mode": "train", "epoch": 9, "iter": 3300, "lr": 1e-05, "memory": 18874, "data_time": 0.07966, "loss_rpn_cls": 0.01429, "loss_rpn_bbox": 0.04255, "loss_cls": 0.16262, "acc": 93.69312, "loss_bbox": 0.21399, "loss_mask": 0.221, "loss": 0.65445, "time": 0.84646}
{"mode": "train", "epoch": 9, "iter": 3350, "lr": 1e-05, "memory": 18874, "data_time": 0.0682, "loss_rpn_cls": 0.01495, "loss_rpn_bbox": 0.043, "loss_cls": 0.16408, "acc": 93.75513, "loss_bbox": 0.21992, "loss_mask": 0.22247, "loss": 0.66443, "time": 0.84099}
{"mode": "train", "epoch": 9, "iter": 3400, "lr": 1e-05, "memory": 18874, "data_time": 0.04886, "loss_rpn_cls": 0.01214, "loss_rpn_bbox": 0.03633, "loss_cls": 0.14896, "acc": 94.32397, "loss_bbox": 0.19351, "loss_mask": 0.2087, "loss": 0.59964, "time": 0.86277}
{"mode": "train", "epoch": 9, "iter": 3450, "lr": 1e-05, "memory": 18874, "data_time": 0.05859, "loss_rpn_cls": 0.01295, "loss_rpn_bbox": 0.03781, "loss_cls": 0.15355, "acc": 94.13086, "loss_bbox": 0.20553, "loss_mask": 0.21536, "loss": 0.62519, "time": 0.86}
{"mode": "train", "epoch": 9, "iter": 3500, "lr": 1e-05, "memory": 18874, "data_time": 0.05225, "loss_rpn_cls": 0.01423, "loss_rpn_bbox": 0.04082, "loss_cls": 0.16046, "acc": 93.82666, "loss_bbox": 0.21314, "loss_mask": 0.22084, "loss": 0.64949, "time": 0.82095}
{"mode": "train", "epoch": 9, "iter": 3550, "lr": 1e-05, "memory": 18874, "data_time": 0.05574, "loss_rpn_cls": 0.01109, "loss_rpn_bbox": 0.03528, "loss_cls": 0.14232, "acc": 94.66431, "loss_bbox": 0.18857, "loss_mask": 0.20539, "loss": 0.58265, "time": 0.80578}
{"mode": "train", "epoch": 9, "iter": 3600, "lr": 1e-05, "memory": 18874, "data_time": 0.05907, "loss_rpn_cls": 0.0122, "loss_rpn_bbox": 0.04044, "loss_cls": 0.15447, "acc": 94.13477, "loss_bbox": 0.2059, "loss_mask": 0.21546, "loss": 0.62848, "time": 0.86672}
{"mode": "train", "epoch": 9, "iter": 3650, "lr": 1e-05, "memory": 18874, "data_time": 0.04463, "loss_rpn_cls": 0.0129, "loss_rpn_bbox": 0.03651, "loss_cls": 0.14801, "acc": 94.34546, "loss_bbox": 0.20034, "loss_mask": 0.21215, "loss": 0.60991, "time": 0.851}
{"mode": "train", "epoch": 9, "iter": 3700, "lr": 1e-05, "memory": 18874, "data_time": 0.07886, "loss_rpn_cls": 0.01285, "loss_rpn_bbox": 0.03988, "loss_cls": 0.15773, "acc": 93.92334, "loss_bbox": 0.21262, "loss_mask": 0.21936, "loss": 0.64244, "time": 0.82096}
{"mode": "train", "epoch": 9, "iter": 3750, "lr": 1e-05, "memory": 18874, "data_time": 0.05569, "loss_rpn_cls": 0.01424, "loss_rpn_bbox": 0.03957, "loss_cls": 0.1544, "acc": 94.07275, "loss_bbox": 0.20966, "loss_mask": 0.21648, "loss": 0.63435, "time": 0.82574}
{"mode": "train", "epoch": 9, "iter": 3800, "lr": 1e-05, "memory": 18874, "data_time": 0.06647, "loss_rpn_cls": 0.01386, "loss_rpn_bbox": 0.04025, "loss_cls": 0.15742, "acc": 93.91943, "loss_bbox": 0.2116, "loss_mask": 0.21871, "loss": 0.64185, "time": 0.88147}
{"mode": "train", "epoch": 9, "iter": 3850, "lr": 1e-05, "memory": 18874, "data_time": 0.07686, "loss_rpn_cls": 0.01271, "loss_rpn_bbox": 0.03927, "loss_cls": 0.15374, "acc": 94.11523, "loss_bbox": 0.20899, "loss_mask": 0.21425, "loss": 0.62896, "time": 0.82159}
{"mode": "train", "epoch": 9, "iter": 3900, "lr": 1e-05, "memory": 18874, "data_time": 0.06079, "loss_rpn_cls": 0.0127, "loss_rpn_bbox": 0.03912, "loss_cls": 0.15614, "acc": 94.00342, "loss_bbox": 0.20753, "loss_mask": 0.21167, "loss": 0.62716, "time": 0.82255}
{"mode": "train", "epoch": 9, "iter": 3950, "lr": 1e-05, "memory": 18874, "data_time": 0.08004, "loss_rpn_cls": 0.01455, "loss_rpn_bbox": 0.0413, "loss_cls": 0.16187, "acc": 93.80981, "loss_bbox": 0.22152, "loss_mask": 0.22055, "loss": 0.65979, "time": 0.8211}
{"mode": "train", "epoch": 9, "iter": 4000, "lr": 1e-05, "memory": 18874, "data_time": 0.04816, "loss_rpn_cls": 0.01238, "loss_rpn_bbox": 0.03605, "loss_cls": 0.14678, "acc": 94.4231, "loss_bbox": 0.1991, "loss_mask": 0.2089, "loss": 0.60321, "time": 0.81527}
{"mode": "train", "epoch": 9, "iter": 4050, "lr": 1e-05, "memory": 18874, "data_time": 0.05222, "loss_rpn_cls": 0.01194, "loss_rpn_bbox": 0.0351, "loss_cls": 0.13897, "acc": 94.74414, "loss_bbox": 0.18875, "loss_mask": 0.21066, "loss": 0.58541, "time": 0.84767}
{"mode": "train", "epoch": 9, "iter": 4100, "lr": 1e-05, "memory": 18874, "data_time": 0.05981, "loss_rpn_cls": 0.01279, "loss_rpn_bbox": 0.04009, "loss_cls": 0.1621, "acc": 93.6875, "loss_bbox": 0.21607, "loss_mask": 0.21896, "loss": 0.65002, "time": 0.81533}
{"mode": "train", "epoch": 9, "iter": 4150, "lr": 1e-05, "memory": 18874, "data_time": 0.05528, "loss_rpn_cls": 0.01291, "loss_rpn_bbox": 0.03868, "loss_cls": 0.16225, "acc": 93.82202, "loss_bbox": 0.21335, "loss_mask": 0.21776, "loss": 0.64496, "time": 0.82079}
{"mode": "train", "epoch": 9, "iter": 4200, "lr": 1e-05, "memory": 18874, "data_time": 0.0667, "loss_rpn_cls": 0.0136, "loss_rpn_bbox": 0.04044, "loss_cls": 0.15861, "acc": 94.05273, "loss_bbox": 0.21034, "loss_mask": 0.21965, "loss": 0.64264, "time": 0.82228}
{"mode": "train", "epoch": 9, "iter": 4250, "lr": 1e-05, "memory": 18874, "data_time": 0.05843, "loss_rpn_cls": 0.01414, "loss_rpn_bbox": 0.04178, "loss_cls": 0.16014, "acc": 93.85889, "loss_bbox": 0.21809, "loss_mask": 0.21844, "loss": 0.65259, "time": 0.87843}
{"mode": "train", "epoch": 9, "iter": 4300, "lr": 1e-05, "memory": 18874, "data_time": 0.05813, "loss_rpn_cls": 0.01131, "loss_rpn_bbox": 0.0369, "loss_cls": 0.1536, "acc": 94.12915, "loss_bbox": 0.20476, "loss_mask": 0.21657, "loss": 0.62314, "time": 0.86141}
{"mode": "train", "epoch": 9, "iter": 4350, "lr": 1e-05, "memory": 18874, "data_time": 0.06192, "loss_rpn_cls": 0.01295, "loss_rpn_bbox": 0.03631, "loss_cls": 0.15124, "acc": 94.22314, "loss_bbox": 0.20461, "loss_mask": 0.21598, "loss": 0.62109, "time": 0.8156}
{"mode": "train", "epoch": 9, "iter": 4400, "lr": 1e-05, "memory": 18874, "data_time": 0.06532, "loss_rpn_cls": 0.01316, "loss_rpn_bbox": 0.03754, "loss_cls": 0.15999, "acc": 93.90698, "loss_bbox": 0.21227, "loss_mask": 0.22348, "loss": 0.64644, "time": 0.81821}
{"mode": "train", "epoch": 9, "iter": 4450, "lr": 1e-05, "memory": 18874, "data_time": 0.0546, "loss_rpn_cls": 0.01299, "loss_rpn_bbox": 0.03653, "loss_cls": 0.14728, "acc": 94.42944, "loss_bbox": 0.19792, "loss_mask": 0.21058, "loss": 0.6053, "time": 0.94066}
{"mode": "train", "epoch": 9, "iter": 4500, "lr": 1e-05, "memory": 18874, "data_time": 0.06745, "loss_rpn_cls": 0.0135, "loss_rpn_bbox": 0.03929, "loss_cls": 0.1588, "acc": 93.89233, "loss_bbox": 0.21238, "loss_mask": 0.21738, "loss": 0.64135, "time": 0.80902}
{"mode": "train", "epoch": 9, "iter": 4550, "lr": 1e-05, "memory": 18874, "data_time": 0.05547, "loss_rpn_cls": 0.01286, "loss_rpn_bbox": 0.03812, "loss_cls": 0.15395, "acc": 94.17188, "loss_bbox": 0.20893, "loss_mask": 0.21419, "loss": 0.62806, "time": 0.80713}
{"mode": "train", "epoch": 9, "iter": 4600, "lr": 1e-05, "memory": 18874, "data_time": 0.05341, "loss_rpn_cls": 0.01178, "loss_rpn_bbox": 0.03649, "loss_cls": 0.15041, "acc": 94.28442, "loss_bbox": 0.2034, "loss_mask": 0.21332, "loss": 0.6154, "time": 0.80746}
{"mode": "train", "epoch": 9, "iter": 4650, "lr": 1e-05, "memory": 18874, "data_time": 0.06256, "loss_rpn_cls": 0.01335, "loss_rpn_bbox": 0.03826, "loss_cls": 0.15662, "acc": 94.07104, "loss_bbox": 0.2104, "loss_mask": 0.2135, "loss": 0.63214, "time": 0.85603}
{"mode": "train", "epoch": 9, "iter": 4700, "lr": 1e-05, "memory": 18874, "data_time": 0.0635, "loss_rpn_cls": 0.0155, "loss_rpn_bbox": 0.04198, "loss_cls": 0.17069, "acc": 93.4458, "loss_bbox": 0.22448, "loss_mask": 0.22618, "loss": 0.67883, "time": 0.87276}
{"mode": "train", "epoch": 9, "iter": 4750, "lr": 1e-05, "memory": 18874, "data_time": 0.06363, "loss_rpn_cls": 0.01125, "loss_rpn_bbox": 0.03662, "loss_cls": 0.1462, "acc": 94.4502, "loss_bbox": 0.19863, "loss_mask": 0.21156, "loss": 0.60426, "time": 0.80987}
{"mode": "train", "epoch": 9, "iter": 4800, "lr": 1e-05, "memory": 18874, "data_time": 0.05192, "loss_rpn_cls": 0.01203, "loss_rpn_bbox": 0.03941, "loss_cls": 0.15083, "acc": 94.21484, "loss_bbox": 0.20464, "loss_mask": 0.21351, "loss": 0.62043, "time": 0.80622}
{"mode": "train", "epoch": 9, "iter": 4850, "lr": 1e-05, "memory": 18874, "data_time": 0.05118, "loss_rpn_cls": 0.01265, "loss_rpn_bbox": 0.03571, "loss_cls": 0.1481, "acc": 94.35425, "loss_bbox": 0.202, "loss_mask": 0.21425, "loss": 0.61271, "time": 0.86268}
{"mode": "train", "epoch": 9, "iter": 4900, "lr": 1e-05, "memory": 18874, "data_time": 0.06487, "loss_rpn_cls": 0.01251, "loss_rpn_bbox": 0.03854, "loss_cls": 0.15471, "acc": 94.07422, "loss_bbox": 0.2119, "loss_mask": 0.22257, "loss": 0.64022, "time": 0.81706}
{"mode": "train", "epoch": 9, "iter": 4950, "lr": 1e-05, "memory": 18874, "data_time": 0.05123, "loss_rpn_cls": 0.01126, "loss_rpn_bbox": 0.03585, "loss_cls": 0.15047, "acc": 94.25879, "loss_bbox": 0.19881, "loss_mask": 0.21455, "loss": 0.61093, "time": 0.81198}
{"mode": "train", "epoch": 9, "iter": 5000, "lr": 1e-05, "memory": 18874, "data_time": 0.05186, "loss_rpn_cls": 0.01229, "loss_rpn_bbox": 0.03957, "loss_cls": 0.15858, "acc": 93.93408, "loss_bbox": 0.21467, "loss_mask": 0.21582, "loss": 0.64094, "time": 0.81001}
{"mode": "train", "epoch": 9, "iter": 5050, "lr": 1e-05, "memory": 18874, "data_time": 0.06718, "loss_rpn_cls": 0.01402, "loss_rpn_bbox": 0.03992, "loss_cls": 0.16052, "acc": 93.86035, "loss_bbox": 0.21624, "loss_mask": 0.21967, "loss": 0.65037, "time": 0.82183}
{"mode": "train", "epoch": 9, "iter": 5100, "lr": 1e-05, "memory": 18874, "data_time": 0.06891, "loss_rpn_cls": 0.01466, "loss_rpn_bbox": 0.04223, "loss_cls": 0.16189, "acc": 93.80322, "loss_bbox": 0.21902, "loss_mask": 0.22067, "loss": 0.65848, "time": 0.87832}
{"mode": "train", "epoch": 9, "iter": 5150, "lr": 1e-05, "memory": 18874, "data_time": 0.05509, "loss_rpn_cls": 0.01193, "loss_rpn_bbox": 0.03619, "loss_cls": 0.14624, "acc": 94.34741, "loss_bbox": 0.20008, "loss_mask": 0.21057, "loss": 0.60501, "time": 0.81482}
{"mode": "train", "epoch": 9, "iter": 5200, "lr": 1e-05, "memory": 18874, "data_time": 0.04582, "loss_rpn_cls": 0.01337, "loss_rpn_bbox": 0.03645, "loss_cls": 0.15211, "acc": 94.23828, "loss_bbox": 0.20702, "loss_mask": 0.21789, "loss": 0.62684, "time": 0.80765}
{"mode": "train", "epoch": 9, "iter": 5250, "lr": 1e-05, "memory": 18874, "data_time": 0.05494, "loss_rpn_cls": 0.01271, "loss_rpn_bbox": 0.03761, "loss_cls": 0.1484, "acc": 94.3147, "loss_bbox": 0.19933, "loss_mask": 0.21584, "loss": 0.61389, "time": 0.82061}
{"mode": "train", "epoch": 9, "iter": 5300, "lr": 1e-05, "memory": 18874, "data_time": 0.05447, "loss_rpn_cls": 0.01295, "loss_rpn_bbox": 0.03748, "loss_cls": 0.15622, "acc": 94.03418, "loss_bbox": 0.20464, "loss_mask": 0.21643, "loss": 0.62771, "time": 0.86233}
{"mode": "train", "epoch": 9, "iter": 5350, "lr": 1e-05, "memory": 18874, "data_time": 0.06547, "loss_rpn_cls": 0.01246, "loss_rpn_bbox": 0.0381, "loss_cls": 0.15893, "acc": 93.83643, "loss_bbox": 0.21214, "loss_mask": 0.22107, "loss": 0.6427, "time": 0.9034}
{"mode": "train", "epoch": 9, "iter": 5400, "lr": 1e-05, "memory": 18874, "data_time": 0.05495, "loss_rpn_cls": 0.01336, "loss_rpn_bbox": 0.03805, "loss_cls": 0.15465, "acc": 94.09009, "loss_bbox": 0.20763, "loss_mask": 0.21547, "loss": 0.62917, "time": 0.8361}
{"mode": "train", "epoch": 9, "iter": 5450, "lr": 1e-05, "memory": 18874, "data_time": 0.07009, "loss_rpn_cls": 0.01282, "loss_rpn_bbox": 0.03804, "loss_cls": 0.15421, "acc": 94.14233, "loss_bbox": 0.20971, "loss_mask": 0.22029, "loss": 0.63508, "time": 0.81923}
{"mode": "train", "epoch": 9, "iter": 5500, "lr": 1e-05, "memory": 18874, "data_time": 0.05322, "loss_rpn_cls": 0.01236, "loss_rpn_bbox": 0.03586, "loss_cls": 0.14709, "acc": 94.38574, "loss_bbox": 0.19751, "loss_mask": 0.21014, "loss": 0.60295, "time": 0.90385}
{"mode": "train", "epoch": 9, "iter": 5550, "lr": 1e-05, "memory": 18874, "data_time": 0.05598, "loss_rpn_cls": 0.01331, "loss_rpn_bbox": 0.03879, "loss_cls": 0.15306, "acc": 94.16919, "loss_bbox": 0.20634, "loss_mask": 0.21512, "loss": 0.6266, "time": 0.82588}
{"mode": "train", "epoch": 9, "iter": 5600, "lr": 1e-05, "memory": 18874, "data_time": 0.06161, "loss_rpn_cls": 0.0134, "loss_rpn_bbox": 0.0375, "loss_cls": 0.15549, "acc": 93.98633, "loss_bbox": 0.21324, "loss_mask": 0.21917, "loss": 0.6388, "time": 0.81066}
{"mode": "train", "epoch": 9, "iter": 5650, "lr": 1e-05, "memory": 18874, "data_time": 0.04845, "loss_rpn_cls": 0.0121, "loss_rpn_bbox": 0.03624, "loss_cls": 0.15072, "acc": 94.31616, "loss_bbox": 0.20046, "loss_mask": 0.2162, "loss": 0.61572, "time": 0.81956}
{"mode": "train", "epoch": 9, "iter": 5700, "lr": 1e-05, "memory": 18874, "data_time": 0.04551, "loss_rpn_cls": 0.01283, "loss_rpn_bbox": 0.0391, "loss_cls": 0.15489, "acc": 94.06104, "loss_bbox": 0.20548, "loss_mask": 0.21683, "loss": 0.62914, "time": 0.87117}
{"mode": "train", "epoch": 9, "iter": 5750, "lr": 1e-05, "memory": 18874, "data_time": 0.04905, "loss_rpn_cls": 0.01295, "loss_rpn_bbox": 0.03549, "loss_cls": 0.14861, "acc": 94.33765, "loss_bbox": 0.20165, "loss_mask": 0.21111, "loss": 0.60981, "time": 0.86574}
{"mode": "train", "epoch": 9, "iter": 5800, "lr": 1e-05, "memory": 18874, "data_time": 0.05106, "loss_rpn_cls": 0.01194, "loss_rpn_bbox": 0.03809, "loss_cls": 0.1485, "acc": 94.33252, "loss_bbox": 0.20041, "loss_mask": 0.2125, "loss": 0.61143, "time": 0.82484}
{"mode": "train", "epoch": 9, "iter": 5850, "lr": 1e-05, "memory": 18874, "data_time": 0.05801, "loss_rpn_cls": 0.01241, "loss_rpn_bbox": 0.03881, "loss_cls": 0.15112, "acc": 94.19116, "loss_bbox": 0.20286, "loss_mask": 0.21592, "loss": 0.62112, "time": 0.82797}
{"mode": "train", "epoch": 9, "iter": 5900, "lr": 1e-05, "memory": 18874, "data_time": 0.05515, "loss_rpn_cls": 0.01404, "loss_rpn_bbox": 0.04111, "loss_cls": 0.16227, "acc": 93.82666, "loss_bbox": 0.21319, "loss_mask": 0.22134, "loss": 0.65196, "time": 0.87646}
{"mode": "train", "epoch": 9, "iter": 5950, "lr": 1e-05, "memory": 18874, "data_time": 0.05929, "loss_rpn_cls": 0.01352, "loss_rpn_bbox": 0.0391, "loss_cls": 0.1517, "acc": 94.177, "loss_bbox": 0.20646, "loss_mask": 0.21316, "loss": 0.62394, "time": 0.80656}
{"mode": "train", "epoch": 9, "iter": 6000, "lr": 1e-05, "memory": 18874, "data_time": 0.05462, "loss_rpn_cls": 0.01253, "loss_rpn_bbox": 0.03718, "loss_cls": 0.15258, "acc": 94.17188, "loss_bbox": 0.20832, "loss_mask": 0.21795, "loss": 0.62856, "time": 0.80202}
{"mode": "train", "epoch": 9, "iter": 6050, "lr": 1e-05, "memory": 18874, "data_time": 0.06659, "loss_rpn_cls": 0.01204, "loss_rpn_bbox": 0.03653, "loss_cls": 0.14857, "acc": 94.38306, "loss_bbox": 0.19927, "loss_mask": 0.21291, "loss": 0.60932, "time": 0.8131}
{"mode": "train", "epoch": 9, "iter": 6100, "lr": 1e-05, "memory": 18874, "data_time": 0.04813, "loss_rpn_cls": 0.01333, "loss_rpn_bbox": 0.03971, "loss_cls": 0.15936, "acc": 93.93213, "loss_bbox": 0.21015, "loss_mask": 0.22033, "loss": 0.64287, "time": 0.86856}
{"mode": "train", "epoch": 9, "iter": 6150, "lr": 1e-05, "memory": 18874, "data_time": 0.05158, "loss_rpn_cls": 0.0118, "loss_rpn_bbox": 0.03559, "loss_cls": 0.1544, "acc": 94.177, "loss_bbox": 0.20113, "loss_mask": 0.21053, "loss": 0.61344, "time": 0.81473}
{"mode": "train", "epoch": 9, "iter": 6200, "lr": 1e-05, "memory": 18874, "data_time": 0.04247, "loss_rpn_cls": 0.01321, "loss_rpn_bbox": 0.03784, "loss_cls": 0.15581, "acc": 94.14355, "loss_bbox": 0.20942, "loss_mask": 0.2155, "loss": 0.63178, "time": 0.81365}
{"mode": "train", "epoch": 9, "iter": 6250, "lr": 1e-05, "memory": 18874, "data_time": 0.05568, "loss_rpn_cls": 0.01375, "loss_rpn_bbox": 0.03775, "loss_cls": 0.15309, "acc": 94.11743, "loss_bbox": 0.20384, "loss_mask": 0.21471, "loss": 0.62314, "time": 0.815}
{"mode": "train", "epoch": 9, "iter": 6300, "lr": 1e-05, "memory": 18874, "data_time": 0.05758, "loss_rpn_cls": 0.01126, "loss_rpn_bbox": 0.03627, "loss_cls": 0.14013, "acc": 94.66821, "loss_bbox": 0.19176, "loss_mask": 0.21178, "loss": 0.59121, "time": 0.81208}
{"mode": "train", "epoch": 9, "iter": 6350, "lr": 1e-05, "memory": 18874, "data_time": 0.04804, "loss_rpn_cls": 0.01451, "loss_rpn_bbox": 0.03972, "loss_cls": 0.15899, "acc": 93.83789, "loss_bbox": 0.2166, "loss_mask": 0.22099, "loss": 0.65081, "time": 0.87017}
{"mode": "train", "epoch": 9, "iter": 6400, "lr": 1e-05, "memory": 18874, "data_time": 0.05089, "loss_rpn_cls": 0.01196, "loss_rpn_bbox": 0.03877, "loss_cls": 0.14819, "acc": 94.36743, "loss_bbox": 0.20252, "loss_mask": 0.20829, "loss": 0.60974, "time": 0.89689}
{"mode": "train", "epoch": 9, "iter": 6450, "lr": 1e-05, "memory": 18874, "data_time": 0.04724, "loss_rpn_cls": 0.01111, "loss_rpn_bbox": 0.03637, "loss_cls": 0.15239, "acc": 94.23779, "loss_bbox": 0.20325, "loss_mask": 0.21174, "loss": 0.61486, "time": 0.82461}
{"mode": "train", "epoch": 9, "iter": 6500, "lr": 1e-05, "memory": 18874, "data_time": 0.05215, "loss_rpn_cls": 0.01216, "loss_rpn_bbox": 0.03715, "loss_cls": 0.15056, "acc": 94.17798, "loss_bbox": 0.20454, "loss_mask": 0.20946, "loss": 0.61388, "time": 0.81583}
{"mode": "train", "epoch": 9, "iter": 6550, "lr": 1e-05, "memory": 18874, "data_time": 0.04974, "loss_rpn_cls": 0.01356, "loss_rpn_bbox": 0.03822, "loss_cls": 0.1585, "acc": 93.98975, "loss_bbox": 0.2087, "loss_mask": 0.21633, "loss": 0.63532, "time": 0.89961}
{"mode": "train", "epoch": 9, "iter": 6600, "lr": 1e-05, "memory": 18874, "data_time": 0.05266, "loss_rpn_cls": 0.01278, "loss_rpn_bbox": 0.0381, "loss_cls": 0.15373, "acc": 94.11035, "loss_bbox": 0.20492, "loss_mask": 0.21499, "loss": 0.62453, "time": 0.82187}
{"mode": "train", "epoch": 9, "iter": 6650, "lr": 1e-05, "memory": 18874, "data_time": 0.06319, "loss_rpn_cls": 0.0139, "loss_rpn_bbox": 0.03843, "loss_cls": 0.1555, "acc": 94.10254, "loss_bbox": 0.20239, "loss_mask": 0.21608, "loss": 0.62629, "time": 0.81609}
{"mode": "train", "epoch": 9, "iter": 6700, "lr": 1e-05, "memory": 18874, "data_time": 0.05724, "loss_rpn_cls": 0.01309, "loss_rpn_bbox": 0.03571, "loss_cls": 0.15027, "acc": 94.31372, "loss_bbox": 0.20072, "loss_mask": 0.21136, "loss": 0.61114, "time": 0.80915}
{"mode": "train", "epoch": 9, "iter": 6750, "lr": 1e-05, "memory": 18874, "data_time": 0.0525, "loss_rpn_cls": 0.01, "loss_rpn_bbox": 0.03452, "loss_cls": 0.1415, "acc": 94.58789, "loss_bbox": 0.19218, "loss_mask": 0.21287, "loss": 0.59107, "time": 0.86542}
{"mode": "train", "epoch": 9, "iter": 6800, "lr": 1e-05, "memory": 18874, "data_time": 0.05436, "loss_rpn_cls": 0.01259, "loss_rpn_bbox": 0.03788, "loss_cls": 0.15257, "acc": 94.16553, "loss_bbox": 0.20654, "loss_mask": 0.2115, "loss": 0.62108, "time": 0.85452}
{"mode": "train", "epoch": 9, "iter": 6850, "lr": 1e-05, "memory": 18874, "data_time": 0.04388, "loss_rpn_cls": 0.01423, "loss_rpn_bbox": 0.04059, "loss_cls": 0.15871, "acc": 94.01123, "loss_bbox": 0.21191, "loss_mask": 0.21961, "loss": 0.64505, "time": 0.81829}
{"mode": "train", "epoch": 9, "iter": 6900, "lr": 1e-05, "memory": 18874, "data_time": 0.04697, "loss_rpn_cls": 0.01195, "loss_rpn_bbox": 0.03853, "loss_cls": 0.15278, "acc": 94.21533, "loss_bbox": 0.20346, "loss_mask": 0.21528, "loss": 0.62201, "time": 0.81034}
{"mode": "train", "epoch": 9, "iter": 6950, "lr": 1e-05, "memory": 18874, "data_time": 0.05719, "loss_rpn_cls": 0.01179, "loss_rpn_bbox": 0.03743, "loss_cls": 0.14985, "acc": 94.33691, "loss_bbox": 0.19834, "loss_mask": 0.21326, "loss": 0.61068, "time": 0.84871}
{"mode": "train", "epoch": 9, "iter": 7000, "lr": 1e-05, "memory": 18874, "data_time": 0.05526, "loss_rpn_cls": 0.01255, "loss_rpn_bbox": 0.0384, "loss_cls": 0.1526, "acc": 94.20166, "loss_bbox": 0.20437, "loss_mask": 0.21301, "loss": 0.62092, "time": 0.81014}
{"mode": "train", "epoch": 9, "iter": 7050, "lr": 1e-05, "memory": 18874, "data_time": 0.05556, "loss_rpn_cls": 0.01263, "loss_rpn_bbox": 0.0387, "loss_cls": 0.15518, "acc": 94.1731, "loss_bbox": 0.20416, "loss_mask": 0.21461, "loss": 0.62527, "time": 0.81816}
{"mode": "train", "epoch": 9, "iter": 7100, "lr": 1e-05, "memory": 18874, "data_time": 0.06436, "loss_rpn_cls": 0.01235, "loss_rpn_bbox": 0.0389, "loss_cls": 0.15527, "acc": 94.07739, "loss_bbox": 0.20356, "loss_mask": 0.21563, "loss": 0.62571, "time": 0.81799}
{"mode": "train", "epoch": 9, "iter": 7150, "lr": 1e-05, "memory": 18874, "data_time": 0.04726, "loss_rpn_cls": 0.01393, "loss_rpn_bbox": 0.04221, "loss_cls": 0.16752, "acc": 93.59326, "loss_bbox": 0.22754, "loss_mask": 0.22662, "loss": 0.67782, "time": 0.86023}
{"mode": "train", "epoch": 9, "iter": 7200, "lr": 1e-05, "memory": 18874, "data_time": 0.05127, "loss_rpn_cls": 0.0122, "loss_rpn_bbox": 0.03896, "loss_cls": 0.15181, "acc": 94.09863, "loss_bbox": 0.20966, "loss_mask": 0.21942, "loss": 0.63205, "time": 0.8172}
{"mode": "train", "epoch": 9, "iter": 7250, "lr": 1e-05, "memory": 18874, "data_time": 0.0577, "loss_rpn_cls": 0.01232, "loss_rpn_bbox": 0.03887, "loss_cls": 0.15621, "acc": 94.08569, "loss_bbox": 0.20671, "loss_mask": 0.21402, "loss": 0.62812, "time": 0.81553}
{"mode": "train", "epoch": 9, "iter": 7300, "lr": 1e-05, "memory": 18874, "data_time": 0.04914, "loss_rpn_cls": 0.01196, "loss_rpn_bbox": 0.0378, "loss_cls": 0.14747, "acc": 94.41748, "loss_bbox": 0.19899, "loss_mask": 0.21439, "loss": 0.61062, "time": 0.80949}
{"mode": "val", "epoch": 9, "iter": 625, "lr": 1e-05, "bbox_mAP": 0.489, "bbox_mAP_50": 0.714, "bbox_mAP_75": 0.538, "bbox_mAP_s": 0.306, "bbox_mAP_m": 0.535, "bbox_mAP_l": 0.663, "bbox_mAP_copypaste": "0.489 0.714 0.538 0.306 0.535 0.663", "segm_mAP": 0.434, "segm_mAP_50": 0.678, "segm_mAP_75": 0.465, "segm_mAP_s": 0.217, "segm_mAP_m": 0.47, "segm_mAP_l": 0.649, "segm_mAP_copypaste": "0.434 0.678 0.465 0.217 0.470 0.649"}
{"mode": "train", "epoch": 10, "iter": 50, "lr": 1e-05, "memory": 18877, "data_time": 0.12066, "loss_rpn_cls": 0.01192, "loss_rpn_bbox": 0.03736, "loss_cls": 0.14839, "acc": 94.27222, "loss_bbox": 0.20021, "loss_mask": 0.21007, "loss": 0.60797, "time": 0.99347}
{"mode": "train", "epoch": 10, "iter": 100, "lr": 1e-05, "memory": 18877, "data_time": 0.06828, "loss_rpn_cls": 0.01264, "loss_rpn_bbox": 0.04088, "loss_cls": 0.15617, "acc": 93.93359, "loss_bbox": 0.21374, "loss_mask": 0.22011, "loss": 0.64354, "time": 0.82326}
{"mode": "train", "epoch": 10, "iter": 150, "lr": 1e-05, "memory": 18877, "data_time": 0.04686, "loss_rpn_cls": 0.0122, "loss_rpn_bbox": 0.03797, "loss_cls": 0.14912, "acc": 94.23828, "loss_bbox": 0.2018, "loss_mask": 0.21554, "loss": 0.61663, "time": 0.81147}
{"mode": "train", "epoch": 10, "iter": 200, "lr": 1e-05, "memory": 18877, "data_time": 0.04964, "loss_rpn_cls": 0.01254, "loss_rpn_bbox": 0.04022, "loss_cls": 0.16025, "acc": 93.82349, "loss_bbox": 0.214, "loss_mask": 0.22111, "loss": 0.64813, "time": 0.81502}
{"mode": "train", "epoch": 10, "iter": 250, "lr": 1e-05, "memory": 18878, "data_time": 0.04596, "loss_rpn_cls": 0.01097, "loss_rpn_bbox": 0.03833, "loss_cls": 0.14974, "acc": 94.30884, "loss_bbox": 0.20284, "loss_mask": 0.21326, "loss": 0.61514, "time": 1.04067}
{"mode": "train", "epoch": 10, "iter": 300, "lr": 1e-05, "memory": 18878, "data_time": 0.04983, "loss_rpn_cls": 0.01333, "loss_rpn_bbox": 0.03885, "loss_cls": 0.15804, "acc": 94.02222, "loss_bbox": 0.20941, "loss_mask": 0.21534, "loss": 0.63498, "time": 0.81456}
{"mode": "train", "epoch": 10, "iter": 350, "lr": 1e-05, "memory": 18878, "data_time": 0.05492, "loss_rpn_cls": 0.0145, "loss_rpn_bbox": 0.04253, "loss_cls": 0.16249, "acc": 93.83423, "loss_bbox": 0.21442, "loss_mask": 0.21934, "loss": 0.65328, "time": 0.8077}
{"mode": "train", "epoch": 10, "iter": 400, "lr": 1e-05, "memory": 18878, "data_time": 0.05028, "loss_rpn_cls": 0.01279, "loss_rpn_bbox": 0.03987, "loss_cls": 0.1566, "acc": 94.01123, "loss_bbox": 0.20864, "loss_mask": 0.21531, "loss": 0.6332, "time": 0.80581}
{"mode": "train", "epoch": 10, "iter": 450, "lr": 1e-05, "memory": 18878, "data_time": 0.04526, "loss_rpn_cls": 0.01299, "loss_rpn_bbox": 0.03867, "loss_cls": 0.15281, "acc": 94.1875, "loss_bbox": 0.20533, "loss_mask": 0.21245, "loss": 0.62224, "time": 0.80286}
{"mode": "train", "epoch": 10, "iter": 500, "lr": 1e-05, "memory": 18878, "data_time": 0.04559, "loss_rpn_cls": 0.01378, "loss_rpn_bbox": 0.03676, "loss_cls": 0.15667, "acc": 93.98608, "loss_bbox": 0.20782, "loss_mask": 0.21484, "loss": 0.62987, "time": 0.80631}
{"mode": "train", "epoch": 10, "iter": 550, "lr": 1e-05, "memory": 18878, "data_time": 0.04822, "loss_rpn_cls": 0.01079, "loss_rpn_bbox": 0.03658, "loss_cls": 0.14856, "acc": 94.30029, "loss_bbox": 0.20266, "loss_mask": 0.21143, "loss": 0.61002, "time": 0.79838}
{"mode": "train", "epoch": 10, "iter": 600, "lr": 1e-05, "memory": 18878, "data_time": 0.03904, "loss_rpn_cls": 0.00962, "loss_rpn_bbox": 0.03496, "loss_cls": 0.13994, "acc": 94.65991, "loss_bbox": 0.18945, "loss_mask": 0.20663, "loss": 0.58059, "time": 0.78508}
{"mode": "train", "epoch": 10, "iter": 650, "lr": 1e-05, "memory": 18878, "data_time": 0.04503, "loss_rpn_cls": 0.01238, "loss_rpn_bbox": 0.03636, "loss_cls": 0.14518, "acc": 94.40869, "loss_bbox": 0.19746, "loss_mask": 0.21152, "loss": 0.60291, "time": 0.80259}
{"mode": "train", "epoch": 10, "iter": 700, "lr": 1e-05, "memory": 18878, "data_time": 0.05701, "loss_rpn_cls": 0.01326, "loss_rpn_bbox": 0.03806, "loss_cls": 0.15003, "acc": 94.27612, "loss_bbox": 0.20226, "loss_mask": 0.21329, "loss": 0.6169, "time": 0.85277}
{"mode": "train", "epoch": 10, "iter": 750, "lr": 1e-05, "memory": 18878, "data_time": 0.04237, "loss_rpn_cls": 0.01256, "loss_rpn_bbox": 0.03855, "loss_cls": 0.15125, "acc": 94.16772, "loss_bbox": 0.20875, "loss_mask": 0.2124, "loss": 0.62351, "time": 0.81456}
{"mode": "train", "epoch": 10, "iter": 800, "lr": 1e-05, "memory": 18878, "data_time": 0.04992, "loss_rpn_cls": 0.01219, "loss_rpn_bbox": 0.03829, "loss_cls": 0.15857, "acc": 93.88037, "loss_bbox": 0.21276, "loss_mask": 0.21965, "loss": 0.64147, "time": 0.81618}
{"mode": "train", "epoch": 10, "iter": 850, "lr": 1e-05, "memory": 18878, "data_time": 0.03899, "loss_rpn_cls": 0.01205, "loss_rpn_bbox": 0.03781, "loss_cls": 0.15002, "acc": 94.22192, "loss_bbox": 0.20203, "loss_mask": 0.21251, "loss": 0.61441, "time": 0.80424}
{"mode": "train", "epoch": 10, "iter": 900, "lr": 1e-05, "memory": 18878, "data_time": 0.05035, "loss_rpn_cls": 0.01148, "loss_rpn_bbox": 0.03673, "loss_cls": 0.14873, "acc": 94.28784, "loss_bbox": 0.2011, "loss_mask": 0.21022, "loss": 0.60825, "time": 0.80368}
{"mode": "train", "epoch": 10, "iter": 950, "lr": 1e-05, "memory": 18878, "data_time": 0.03823, "loss_rpn_cls": 0.01104, "loss_rpn_bbox": 0.03365, "loss_cls": 0.1425, "acc": 94.47754, "loss_bbox": 0.1938, "loss_mask": 0.20703, "loss": 0.58802, "time": 0.79936}
{"mode": "train", "epoch": 10, "iter": 1000, "lr": 1e-05, "memory": 18878, "data_time": 0.05988, "loss_rpn_cls": 0.01183, "loss_rpn_bbox": 0.03702, "loss_cls": 0.14815, "acc": 94.30005, "loss_bbox": 0.20103, "loss_mask": 0.20976, "loss": 0.60778, "time": 0.80808}
{"mode": "train", "epoch": 10, "iter": 1050, "lr": 1e-05, "memory": 18878, "data_time": 0.05254, "loss_rpn_cls": 0.01264, "loss_rpn_bbox": 0.03681, "loss_cls": 0.1535, "acc": 94.15649, "loss_bbox": 0.20584, "loss_mask": 0.21263, "loss": 0.62142, "time": 0.79611}
{"mode": "train", "epoch": 10, "iter": 1100, "lr": 1e-05, "memory": 18878, "data_time": 0.05104, "loss_rpn_cls": 0.01248, "loss_rpn_bbox": 0.03808, "loss_cls": 0.15498, "acc": 94.06372, "loss_bbox": 0.20866, "loss_mask": 0.21485, "loss": 0.62905, "time": 0.80894}
{"mode": "train", "epoch": 10, "iter": 1150, "lr": 1e-05, "memory": 18878, "data_time": 0.04334, "loss_rpn_cls": 0.01274, "loss_rpn_bbox": 0.03727, "loss_cls": 0.1518, "acc": 94.24438, "loss_bbox": 0.19854, "loss_mask": 0.20774, "loss": 0.60809, "time": 1.04755}
{"mode": "train", "epoch": 10, "iter": 1200, "lr": 1e-05, "memory": 18878, "data_time": 0.04803, "loss_rpn_cls": 0.0122, "loss_rpn_bbox": 0.03787, "loss_cls": 0.14836, "acc": 94.25537, "loss_bbox": 0.20193, "loss_mask": 0.21277, "loss": 0.61313, "time": 0.80196}
{"mode": "train", "epoch": 10, "iter": 1250, "lr": 1e-05, "memory": 18878, "data_time": 0.04729, "loss_rpn_cls": 0.01208, "loss_rpn_bbox": 0.03758, "loss_cls": 0.15315, "acc": 94.09741, "loss_bbox": 0.20922, "loss_mask": 0.21692, "loss": 0.62894, "time": 0.81206}
{"mode": "train", "epoch": 10, "iter": 1300, "lr": 1e-05, "memory": 18878, "data_time": 0.04636, "loss_rpn_cls": 0.01125, "loss_rpn_bbox": 0.03785, "loss_cls": 0.14972, "acc": 94.18701, "loss_bbox": 0.20347, "loss_mask": 0.21218, "loss": 0.61446, "time": 0.8194}
{"mode": "train", "epoch": 10, "iter": 1350, "lr": 1e-05, "memory": 18878, "data_time": 0.03881, "loss_rpn_cls": 0.01226, "loss_rpn_bbox": 0.03689, "loss_cls": 0.15335, "acc": 94.12476, "loss_bbox": 0.20239, "loss_mask": 0.21117, "loss": 0.61607, "time": 0.8005}
{"mode": "train", "epoch": 10, "iter": 1400, "lr": 1e-05, "memory": 18878, "data_time": 0.04935, "loss_rpn_cls": 0.01167, "loss_rpn_bbox": 0.03811, "loss_cls": 0.14922, "acc": 94.31787, "loss_bbox": 0.20156, "loss_mask": 0.21074, "loss": 0.6113, "time": 0.81333}
{"mode": "train", "epoch": 10, "iter": 1450, "lr": 1e-05, "memory": 18878, "data_time": 0.05479, "loss_rpn_cls": 0.01247, "loss_rpn_bbox": 0.03856, "loss_cls": 0.15634, "acc": 94.13501, "loss_bbox": 0.21283, "loss_mask": 0.21696, "loss": 0.63717, "time": 0.8197}
{"mode": "train", "epoch": 10, "iter": 1500, "lr": 1e-05, "memory": 18878, "data_time": 0.04339, "loss_rpn_cls": 0.01076, "loss_rpn_bbox": 0.03602, "loss_cls": 0.14383, "acc": 94.44629, "loss_bbox": 0.19563, "loss_mask": 0.21199, "loss": 0.59824, "time": 0.8109}
{"mode": "train", "epoch": 10, "iter": 1550, "lr": 1e-05, "memory": 18878, "data_time": 0.04594, "loss_rpn_cls": 0.01193, "loss_rpn_bbox": 0.03567, "loss_cls": 0.15002, "acc": 94.27148, "loss_bbox": 0.20327, "loss_mask": 0.21309, "loss": 0.61398, "time": 0.79045}
{"mode": "train", "epoch": 10, "iter": 1600, "lr": 1e-05, "memory": 18878, "data_time": 0.04533, "loss_rpn_cls": 0.01192, "loss_rpn_bbox": 0.03768, "loss_cls": 0.14435, "acc": 94.47876, "loss_bbox": 0.19694, "loss_mask": 0.21295, "loss": 0.60383, "time": 0.83964}
{"mode": "train", "epoch": 10, "iter": 1650, "lr": 1e-05, "memory": 18878, "data_time": 0.04047, "loss_rpn_cls": 0.01211, "loss_rpn_bbox": 0.03655, "loss_cls": 0.14431, "acc": 94.49854, "loss_bbox": 0.19481, "loss_mask": 0.20909, "loss": 0.59688, "time": 0.81292}
{"mode": "train", "epoch": 10, "iter": 1700, "lr": 1e-05, "memory": 18878, "data_time": 0.06028, "loss_rpn_cls": 0.01355, "loss_rpn_bbox": 0.03823, "loss_cls": 0.15198, "acc": 94.20776, "loss_bbox": 0.20595, "loss_mask": 0.21529, "loss": 0.625, "time": 0.80552}
{"mode": "train", "epoch": 10, "iter": 1750, "lr": 1e-05, "memory": 18878, "data_time": 0.0467, "loss_rpn_cls": 0.01319, "loss_rpn_bbox": 0.0394, "loss_cls": 0.15687, "acc": 93.96875, "loss_bbox": 0.21089, "loss_mask": 0.2142, "loss": 0.63457, "time": 0.80955}
{"mode": "train", "epoch": 10, "iter": 1800, "lr": 1e-05, "memory": 18878, "data_time": 0.04239, "loss_rpn_cls": 0.01168, "loss_rpn_bbox": 0.03591, "loss_cls": 0.14141, "acc": 94.52905, "loss_bbox": 0.19675, "loss_mask": 0.21265, "loss": 0.5984, "time": 0.80639}
{"mode": "train", "epoch": 10, "iter": 1850, "lr": 1e-05, "memory": 18878, "data_time": 0.05043, "loss_rpn_cls": 0.01277, "loss_rpn_bbox": 0.03745, "loss_cls": 0.14925, "acc": 94.41016, "loss_bbox": 0.20109, "loss_mask": 0.21386, "loss": 0.61444, "time": 0.80334}
{"mode": "train", "epoch": 10, "iter": 1900, "lr": 1e-05, "memory": 18878, "data_time": 0.0409, "loss_rpn_cls": 0.01217, "loss_rpn_bbox": 0.03788, "loss_cls": 0.14992, "acc": 94.23535, "loss_bbox": 0.20476, "loss_mask": 0.21556, "loss": 0.62029, "time": 0.79702}
{"mode": "train", "epoch": 10, "iter": 1950, "lr": 1e-05, "memory": 18878, "data_time": 0.04613, "loss_rpn_cls": 0.01401, "loss_rpn_bbox": 0.03843, "loss_cls": 0.15141, "acc": 94.27808, "loss_bbox": 0.20098, "loss_mask": 0.21737, "loss": 0.6222, "time": 0.79944}
{"mode": "train", "epoch": 10, "iter": 2000, "lr": 1e-05, "memory": 18878, "data_time": 0.05456, "loss_rpn_cls": 0.01341, "loss_rpn_bbox": 0.03984, "loss_cls": 0.15779, "acc": 93.98901, "loss_bbox": 0.21371, "loss_mask": 0.22224, "loss": 0.64699, "time": 0.7998}
{"mode": "train", "epoch": 10, "iter": 2050, "lr": 1e-05, "memory": 18878, "data_time": 0.04989, "loss_rpn_cls": 0.01152, "loss_rpn_bbox": 0.03705, "loss_cls": 0.15005, "acc": 94.13159, "loss_bbox": 0.20212, "loss_mask": 0.21194, "loss": 0.61268, "time": 1.06171}
{"mode": "train", "epoch": 10, "iter": 2100, "lr": 1e-05, "memory": 18878, "data_time": 0.04841, "loss_rpn_cls": 0.01239, "loss_rpn_bbox": 0.03945, "loss_cls": 0.15314, "acc": 94.16675, "loss_bbox": 0.20397, "loss_mask": 0.21619, "loss": 0.62515, "time": 0.80487}
{"mode": "train", "epoch": 10, "iter": 2150, "lr": 1e-05, "memory": 18878, "data_time": 0.04099, "loss_rpn_cls": 0.0118, "loss_rpn_bbox": 0.03655, "loss_cls": 0.14284, "acc": 94.44995, "loss_bbox": 0.1938, "loss_mask": 0.21284, "loss": 0.59782, "time": 0.80367}
{"mode": "train", "epoch": 10, "iter": 2200, "lr": 1e-05, "memory": 18878, "data_time": 0.05101, "loss_rpn_cls": 0.01363, "loss_rpn_bbox": 0.03892, "loss_cls": 0.15375, "acc": 94.10254, "loss_bbox": 0.20586, "loss_mask": 0.21784, "loss": 0.62999, "time": 0.81705}
{"mode": "train", "epoch": 10, "iter": 2250, "lr": 1e-05, "memory": 18878, "data_time": 0.04329, "loss_rpn_cls": 0.01297, "loss_rpn_bbox": 0.03696, "loss_cls": 0.1464, "acc": 94.39526, "loss_bbox": 0.19705, "loss_mask": 0.21166, "loss": 0.60505, "time": 0.81114}
{"mode": "train", "epoch": 10, "iter": 2300, "lr": 1e-05, "memory": 18878, "data_time": 0.03815, "loss_rpn_cls": 0.01271, "loss_rpn_bbox": 0.03733, "loss_cls": 0.15041, "acc": 94.2605, "loss_bbox": 0.20677, "loss_mask": 0.21656, "loss": 0.62378, "time": 0.80968}
{"mode": "train", "epoch": 10, "iter": 2350, "lr": 1e-05, "memory": 18878, "data_time": 0.04275, "loss_rpn_cls": 0.01286, "loss_rpn_bbox": 0.03839, "loss_cls": 0.15606, "acc": 94.01514, "loss_bbox": 0.20782, "loss_mask": 0.21704, "loss": 0.63217, "time": 0.81547}
{"mode": "train", "epoch": 10, "iter": 2400, "lr": 1e-05, "memory": 18878, "data_time": 0.04797, "loss_rpn_cls": 0.01178, "loss_rpn_bbox": 0.03817, "loss_cls": 0.14607, "acc": 94.41675, "loss_bbox": 0.19938, "loss_mask": 0.21194, "loss": 0.60733, "time": 0.80068}
{"mode": "train", "epoch": 10, "iter": 2450, "lr": 1e-05, "memory": 18878, "data_time": 0.04543, "loss_rpn_cls": 0.01118, "loss_rpn_bbox": 0.03415, "loss_cls": 0.14399, "acc": 94.47656, "loss_bbox": 0.19381, "loss_mask": 0.21239, "loss": 0.59553, "time": 0.80143}
{"mode": "train", "epoch": 10, "iter": 2500, "lr": 1e-05, "memory": 18878, "data_time": 0.04288, "loss_rpn_cls": 0.01197, "loss_rpn_bbox": 0.03549, "loss_cls": 0.14274, "acc": 94.59033, "loss_bbox": 0.19504, "loss_mask": 0.21029, "loss": 0.59553, "time": 0.83695}
{"mode": "train", "epoch": 10, "iter": 2550, "lr": 1e-05, "memory": 18878, "data_time": 0.04662, "loss_rpn_cls": 0.01272, "loss_rpn_bbox": 0.03623, "loss_cls": 0.15116, "acc": 94.22925, "loss_bbox": 0.20219, "loss_mask": 0.21329, "loss": 0.61558, "time": 0.79885}
{"mode": "train", "epoch": 10, "iter": 2600, "lr": 1e-05, "memory": 18878, "data_time": 0.0477, "loss_rpn_cls": 0.01343, "loss_rpn_bbox": 0.03851, "loss_cls": 0.15247, "acc": 94.23047, "loss_bbox": 0.20515, "loss_mask": 0.22083, "loss": 0.63039, "time": 0.81904}
{"mode": "train", "epoch": 10, "iter": 2650, "lr": 1e-05, "memory": 18878, "data_time": 0.04452, "loss_rpn_cls": 0.01353, "loss_rpn_bbox": 0.03894, "loss_cls": 0.15099, "acc": 94.16968, "loss_bbox": 0.20444, "loss_mask": 0.21405, "loss": 0.62195, "time": 0.81096}
{"mode": "train", "epoch": 10, "iter": 2700, "lr": 1e-05, "memory": 18878, "data_time": 0.0499, "loss_rpn_cls": 0.01158, "loss_rpn_bbox": 0.03761, "loss_cls": 0.1468, "acc": 94.36523, "loss_bbox": 0.19929, "loss_mask": 0.21208, "loss": 0.60736, "time": 0.80448}
{"mode": "train", "epoch": 10, "iter": 2750, "lr": 1e-05, "memory": 18878, "data_time": 0.04495, "loss_rpn_cls": 0.01181, "loss_rpn_bbox": 0.03495, "loss_cls": 0.14924, "acc": 94.24463, "loss_bbox": 0.20328, "loss_mask": 0.20902, "loss": 0.60831, "time": 0.80325}
{"mode": "train", "epoch": 10, "iter": 2800, "lr": 1e-05, "memory": 18878, "data_time": 0.04639, "loss_rpn_cls": 0.01176, "loss_rpn_bbox": 0.03859, "loss_cls": 0.15423, "acc": 93.99756, "loss_bbox": 0.20879, "loss_mask": 0.21625, "loss": 0.62963, "time": 0.80504}
{"mode": "train", "epoch": 10, "iter": 2850, "lr": 1e-05, "memory": 18878, "data_time": 0.05079, "loss_rpn_cls": 0.01253, "loss_rpn_bbox": 0.03804, "loss_cls": 0.15285, "acc": 94.17285, "loss_bbox": 0.20356, "loss_mask": 0.2102, "loss": 0.61718, "time": 0.81054}
{"mode": "train", "epoch": 10, "iter": 2900, "lr": 1e-05, "memory": 18878, "data_time": 0.03958, "loss_rpn_cls": 0.01357, "loss_rpn_bbox": 0.0397, "loss_cls": 0.16003, "acc": 93.88086, "loss_bbox": 0.21604, "loss_mask": 0.22183, "loss": 0.65116, "time": 0.80196}
{"mode": "train", "epoch": 10, "iter": 2950, "lr": 1e-05, "memory": 18878, "data_time": 0.04385, "loss_rpn_cls": 0.01152, "loss_rpn_bbox": 0.03726, "loss_cls": 0.14759, "acc": 94.229, "loss_bbox": 0.20578, "loss_mask": 0.21744, "loss": 0.61959, "time": 1.04991}
{"mode": "train", "epoch": 10, "iter": 3000, "lr": 1e-05, "memory": 18878, "data_time": 0.04434, "loss_rpn_cls": 0.01293, "loss_rpn_bbox": 0.0373, "loss_cls": 0.1511, "acc": 94.21826, "loss_bbox": 0.20637, "loss_mask": 0.21451, "loss": 0.62221, "time": 0.80023}
{"mode": "train", "epoch": 10, "iter": 3050, "lr": 1e-05, "memory": 18878, "data_time": 0.05283, "loss_rpn_cls": 0.01198, "loss_rpn_bbox": 0.03678, "loss_cls": 0.1518, "acc": 94.15234, "loss_bbox": 0.20538, "loss_mask": 0.21783, "loss": 0.62376, "time": 0.80511}
{"mode": "train", "epoch": 10, "iter": 3100, "lr": 1e-05, "memory": 18878, "data_time": 0.05346, "loss_rpn_cls": 0.01301, "loss_rpn_bbox": 0.0402, "loss_cls": 0.15373, "acc": 94.15186, "loss_bbox": 0.20663, "loss_mask": 0.21386, "loss": 0.62744, "time": 0.82189}
{"mode": "train", "epoch": 10, "iter": 3150, "lr": 1e-05, "memory": 18878, "data_time": 0.04192, "loss_rpn_cls": 0.01242, "loss_rpn_bbox": 0.03908, "loss_cls": 0.15101, "acc": 94.18872, "loss_bbox": 0.20601, "loss_mask": 0.21143, "loss": 0.61995, "time": 0.80009}
{"mode": "train", "epoch": 10, "iter": 3200, "lr": 1e-05, "memory": 18878, "data_time": 0.04986, "loss_rpn_cls": 0.01251, "loss_rpn_bbox": 0.03734, "loss_cls": 0.14945, "acc": 94.32593, "loss_bbox": 0.20057, "loss_mask": 0.21326, "loss": 0.61313, "time": 0.79475}
{"mode": "train", "epoch": 10, "iter": 3250, "lr": 1e-05, "memory": 18878, "data_time": 0.04536, "loss_rpn_cls": 0.01176, "loss_rpn_bbox": 0.03634, "loss_cls": 0.1489, "acc": 94.27881, "loss_bbox": 0.20179, "loss_mask": 0.21748, "loss": 0.61626, "time": 0.80305}
{"mode": "train", "epoch": 10, "iter": 3300, "lr": 1e-05, "memory": 18878, "data_time": 0.04053, "loss_rpn_cls": 0.0111, "loss_rpn_bbox": 0.03572, "loss_cls": 0.14851, "acc": 94.26367, "loss_bbox": 0.20225, "loss_mask": 0.21355, "loss": 0.61113, "time": 0.79452}
{"mode": "train", "epoch": 10, "iter": 3350, "lr": 1e-05, "memory": 18878, "data_time": 0.03806, "loss_rpn_cls": 0.01156, "loss_rpn_bbox": 0.03517, "loss_cls": 0.14125, "acc": 94.4939, "loss_bbox": 0.1899, "loss_mask": 0.20695, "loss": 0.58484, "time": 0.80133}
{"mode": "train", "epoch": 10, "iter": 3400, "lr": 1e-05, "memory": 18878, "data_time": 0.05962, "loss_rpn_cls": 0.01142, "loss_rpn_bbox": 0.0375, "loss_cls": 0.14983, "acc": 94.26172, "loss_bbox": 0.20046, "loss_mask": 0.21063, "loss": 0.60984, "time": 0.83796}
{"mode": "train", "epoch": 10, "iter": 3450, "lr": 1e-05, "memory": 18878, "data_time": 0.04279, "loss_rpn_cls": 0.0123, "loss_rpn_bbox": 0.03841, "loss_cls": 0.1492, "acc": 94.21729, "loss_bbox": 0.20148, "loss_mask": 0.2124, "loss": 0.61379, "time": 0.80466}
{"mode": "train", "epoch": 10, "iter": 3500, "lr": 1e-05, "memory": 18878, "data_time": 0.05144, "loss_rpn_cls": 0.01266, "loss_rpn_bbox": 0.03704, "loss_cls": 0.15351, "acc": 94.12695, "loss_bbox": 0.20573, "loss_mask": 0.21316, "loss": 0.6221, "time": 0.79899}
{"mode": "train", "epoch": 10, "iter": 3550, "lr": 1e-05, "memory": 18878, "data_time": 0.04992, "loss_rpn_cls": 0.01216, "loss_rpn_bbox": 0.03681, "loss_cls": 0.15328, "acc": 94.16284, "loss_bbox": 0.2062, "loss_mask": 0.21881, "loss": 0.62725, "time": 0.80081}
{"mode": "train", "epoch": 10, "iter": 3600, "lr": 1e-05, "memory": 18878, "data_time": 0.05084, "loss_rpn_cls": 0.01261, "loss_rpn_bbox": 0.03668, "loss_cls": 0.14717, "acc": 94.36108, "loss_bbox": 0.20171, "loss_mask": 0.21311, "loss": 0.61127, "time": 0.80133}
{"mode": "train", "epoch": 10, "iter": 3650, "lr": 1e-05, "memory": 18878, "data_time": 0.04459, "loss_rpn_cls": 0.01141, "loss_rpn_bbox": 0.03683, "loss_cls": 0.14831, "acc": 94.37158, "loss_bbox": 0.19824, "loss_mask": 0.21351, "loss": 0.6083, "time": 0.81131}
{"mode": "train", "epoch": 10, "iter": 3700, "lr": 1e-05, "memory": 18878, "data_time": 0.0471, "loss_rpn_cls": 0.01164, "loss_rpn_bbox": 0.03596, "loss_cls": 0.14362, "acc": 94.62329, "loss_bbox": 0.19167, "loss_mask": 0.20507, "loss": 0.58796, "time": 0.79607}
{"mode": "train", "epoch": 10, "iter": 3750, "lr": 1e-05, "memory": 18878, "data_time": 0.05978, "loss_rpn_cls": 0.01252, "loss_rpn_bbox": 0.03937, "loss_cls": 0.1507, "acc": 94.25659, "loss_bbox": 0.20394, "loss_mask": 0.21636, "loss": 0.62289, "time": 0.805}
{"mode": "train", "epoch": 10, "iter": 3800, "lr": 1e-05, "memory": 18878, "data_time": 0.04128, "loss_rpn_cls": 0.01238, "loss_rpn_bbox": 0.03907, "loss_cls": 0.14974, "acc": 94.33594, "loss_bbox": 0.20311, "loss_mask": 0.21749, "loss": 0.62179, "time": 0.79446}
{"mode": "train", "epoch": 10, "iter": 3850, "lr": 1e-05, "memory": 18878, "data_time": 0.04739, "loss_rpn_cls": 0.01104, "loss_rpn_bbox": 0.03689, "loss_cls": 0.14664, "acc": 94.36475, "loss_bbox": 0.20098, "loss_mask": 0.21548, "loss": 0.61102, "time": 1.02777}
{"mode": "train", "epoch": 10, "iter": 3900, "lr": 1e-05, "memory": 18878, "data_time": 0.05086, "loss_rpn_cls": 0.01233, "loss_rpn_bbox": 0.0385, "loss_cls": 0.15027, "acc": 94.24756, "loss_bbox": 0.20024, "loss_mask": 0.21136, "loss": 0.6127, "time": 0.84638}
{"mode": "train", "epoch": 10, "iter": 3950, "lr": 1e-05, "memory": 18878, "data_time": 0.04355, "loss_rpn_cls": 0.01215, "loss_rpn_bbox": 0.03875, "loss_cls": 0.14741, "acc": 94.37695, "loss_bbox": 0.19911, "loss_mask": 0.21284, "loss": 0.61026, "time": 0.80963}
{"mode": "train", "epoch": 10, "iter": 4000, "lr": 1e-05, "memory": 18878, "data_time": 0.04673, "loss_rpn_cls": 0.01387, "loss_rpn_bbox": 0.04047, "loss_cls": 0.15807, "acc": 93.93115, "loss_bbox": 0.21291, "loss_mask": 0.21918, "loss": 0.6445, "time": 0.80724}
{"mode": "train", "epoch": 10, "iter": 4050, "lr": 1e-05, "memory": 18878, "data_time": 0.04432, "loss_rpn_cls": 0.01189, "loss_rpn_bbox": 0.03706, "loss_cls": 0.14782, "acc": 94.30127, "loss_bbox": 0.20089, "loss_mask": 0.21166, "loss": 0.60933, "time": 0.80678}
{"mode": "train", "epoch": 10, "iter": 4100, "lr": 1e-05, "memory": 18878, "data_time": 0.05414, "loss_rpn_cls": 0.01215, "loss_rpn_bbox": 0.03843, "loss_cls": 0.15542, "acc": 94.07446, "loss_bbox": 0.21085, "loss_mask": 0.21487, "loss": 0.63172, "time": 0.80782}
{"mode": "train", "epoch": 10, "iter": 4150, "lr": 1e-05, "memory": 18878, "data_time": 0.05179, "loss_rpn_cls": 0.01228, "loss_rpn_bbox": 0.03705, "loss_cls": 0.14954, "acc": 94.30054, "loss_bbox": 0.20179, "loss_mask": 0.21307, "loss": 0.61373, "time": 0.80168}
{"mode": "train", "epoch": 10, "iter": 4200, "lr": 1e-05, "memory": 18878, "data_time": 0.04243, "loss_rpn_cls": 0.01241, "loss_rpn_bbox": 0.03823, "loss_cls": 0.15362, "acc": 94.08252, "loss_bbox": 0.20937, "loss_mask": 0.21365, "loss": 0.62727, "time": 0.79611}
{"mode": "train", "epoch": 10, "iter": 4250, "lr": 1e-05, "memory": 18878, "data_time": 0.04477, "loss_rpn_cls": 0.01254, "loss_rpn_bbox": 0.0376, "loss_cls": 0.14803, "acc": 94.29785, "loss_bbox": 0.20421, "loss_mask": 0.21134, "loss": 0.61372, "time": 0.80039}
{"mode": "train", "epoch": 10, "iter": 4300, "lr": 1e-05, "memory": 18878, "data_time": 0.05327, "loss_rpn_cls": 0.01148, "loss_rpn_bbox": 0.03879, "loss_cls": 0.15589, "acc": 94.09985, "loss_bbox": 0.21021, "loss_mask": 0.21657, "loss": 0.63294, "time": 0.84325}
{"mode": "train", "epoch": 10, "iter": 4350, "lr": 1e-05, "memory": 18878, "data_time": 0.04827, "loss_rpn_cls": 0.01129, "loss_rpn_bbox": 0.03936, "loss_cls": 0.15128, "acc": 94.20215, "loss_bbox": 0.20589, "loss_mask": 0.21255, "loss": 0.62037, "time": 0.79986}
{"mode": "train", "epoch": 10, "iter": 4400, "lr": 1e-05, "memory": 18878, "data_time": 0.04765, "loss_rpn_cls": 0.01309, "loss_rpn_bbox": 0.03849, "loss_cls": 0.14859, "acc": 94.33105, "loss_bbox": 0.19981, "loss_mask": 0.21523, "loss": 0.6152, "time": 0.80553}
{"mode": "train", "epoch": 10, "iter": 4450, "lr": 1e-05, "memory": 18878, "data_time": 0.04626, "loss_rpn_cls": 0.01137, "loss_rpn_bbox": 0.03586, "loss_cls": 0.14503, "acc": 94.40625, "loss_bbox": 0.19621, "loss_mask": 0.21194, "loss": 0.6004, "time": 0.7967}
{"mode": "train", "epoch": 10, "iter": 4500, "lr": 1e-05, "memory": 18878, "data_time": 0.06207, "loss_rpn_cls": 0.01254, "loss_rpn_bbox": 0.03864, "loss_cls": 0.15421, "acc": 94.10962, "loss_bbox": 0.21013, "loss_mask": 0.21546, "loss": 0.63099, "time": 0.80528}
{"mode": "train", "epoch": 10, "iter": 4550, "lr": 1e-05, "memory": 18878, "data_time": 0.05724, "loss_rpn_cls": 0.01305, "loss_rpn_bbox": 0.03715, "loss_cls": 0.15038, "acc": 94.14331, "loss_bbox": 0.20048, "loss_mask": 0.21282, "loss": 0.61388, "time": 0.80065}
{"mode": "train", "epoch": 10, "iter": 4600, "lr": 1e-05, "memory": 18878, "data_time": 0.05115, "loss_rpn_cls": 0.01333, "loss_rpn_bbox": 0.04065, "loss_cls": 0.15709, "acc": 93.94141, "loss_bbox": 0.21526, "loss_mask": 0.22059, "loss": 0.64692, "time": 0.82154}
{"mode": "train", "epoch": 10, "iter": 4650, "lr": 1e-05, "memory": 18878, "data_time": 0.04739, "loss_rpn_cls": 0.01255, "loss_rpn_bbox": 0.03663, "loss_cls": 0.14929, "acc": 94.26221, "loss_bbox": 0.20341, "loss_mask": 0.21609, "loss": 0.61797, "time": 0.79825}
{"mode": "train", "epoch": 10, "iter": 4700, "lr": 1e-05, "memory": 18878, "data_time": 0.04715, "loss_rpn_cls": 0.01257, "loss_rpn_bbox": 0.0372, "loss_cls": 0.1566, "acc": 94.03003, "loss_bbox": 0.21408, "loss_mask": 0.22026, "loss": 0.64072, "time": 0.80805}
{"mode": "train", "epoch": 10, "iter": 4750, "lr": 1e-05, "memory": 18878, "data_time": 0.04599, "loss_rpn_cls": 0.01357, "loss_rpn_bbox": 0.03926, "loss_cls": 0.14844, "acc": 94.29907, "loss_bbox": 0.20208, "loss_mask": 0.21802, "loss": 0.62138, "time": 0.84433}
{"mode": "train", "epoch": 10, "iter": 4800, "lr": 1e-05, "memory": 18878, "data_time": 0.05292, "loss_rpn_cls": 0.01243, "loss_rpn_bbox": 0.03856, "loss_cls": 0.15597, "acc": 94.07129, "loss_bbox": 0.20715, "loss_mask": 0.21242, "loss": 0.62653, "time": 1.0399}
{"mode": "train", "epoch": 10, "iter": 4850, "lr": 1e-05, "memory": 18878, "data_time": 0.03965, "loss_rpn_cls": 0.01146, "loss_rpn_bbox": 0.03568, "loss_cls": 0.14396, "acc": 94.46948, "loss_bbox": 0.19734, "loss_mask": 0.21099, "loss": 0.59944, "time": 0.80696}
{"mode": "train", "epoch": 10, "iter": 4900, "lr": 1e-05, "memory": 18878, "data_time": 0.04304, "loss_rpn_cls": 0.01192, "loss_rpn_bbox": 0.03616, "loss_cls": 0.14524, "acc": 94.48096, "loss_bbox": 0.19479, "loss_mask": 0.20793, "loss": 0.59604, "time": 0.80725}
{"mode": "train", "epoch": 10, "iter": 4950, "lr": 1e-05, "memory": 18878, "data_time": 0.04494, "loss_rpn_cls": 0.01178, "loss_rpn_bbox": 0.03762, "loss_cls": 0.1466, "acc": 94.34766, "loss_bbox": 0.19837, "loss_mask": 0.21136, "loss": 0.60574, "time": 0.79453}
{"mode": "train", "epoch": 10, "iter": 5000, "lr": 1e-05, "memory": 18878, "data_time": 0.04677, "loss_rpn_cls": 0.01141, "loss_rpn_bbox": 0.03815, "loss_cls": 0.15094, "acc": 94.17017, "loss_bbox": 0.20858, "loss_mask": 0.21843, "loss": 0.62751, "time": 0.81463}
{"mode": "train", "epoch": 10, "iter": 5050, "lr": 1e-05, "memory": 18878, "data_time": 0.04178, "loss_rpn_cls": 0.01063, "loss_rpn_bbox": 0.03549, "loss_cls": 0.1422, "acc": 94.56641, "loss_bbox": 0.19574, "loss_mask": 0.20448, "loss": 0.58855, "time": 0.80346}
{"mode": "train", "epoch": 10, "iter": 5100, "lr": 1e-05, "memory": 18878, "data_time": 0.0495, "loss_rpn_cls": 0.0124, "loss_rpn_bbox": 0.03755, "loss_cls": 0.14997, "acc": 94.24731, "loss_bbox": 0.19954, "loss_mask": 0.21072, "loss": 0.61018, "time": 0.80186}
{"mode": "train", "epoch": 10, "iter": 5150, "lr": 1e-05, "memory": 18878, "data_time": 0.04439, "loss_rpn_cls": 0.01201, "loss_rpn_bbox": 0.03943, "loss_cls": 0.15233, "acc": 94.11621, "loss_bbox": 0.20465, "loss_mask": 0.21691, "loss": 0.62533, "time": 0.80715}
{"mode": "train", "epoch": 10, "iter": 5200, "lr": 1e-05, "memory": 18878, "data_time": 0.04716, "loss_rpn_cls": 0.01166, "loss_rpn_bbox": 0.03893, "loss_cls": 0.15578, "acc": 94.00562, "loss_bbox": 0.21274, "loss_mask": 0.22063, "loss": 0.63974, "time": 0.85979}
{"mode": "train", "epoch": 10, "iter": 5250, "lr": 1e-05, "memory": 18878, "data_time": 0.04232, "loss_rpn_cls": 0.01195, "loss_rpn_bbox": 0.03706, "loss_cls": 0.14292, "acc": 94.55322, "loss_bbox": 0.19439, "loss_mask": 0.20897, "loss": 0.59529, "time": 0.81093}
{"mode": "train", "epoch": 10, "iter": 5300, "lr": 1e-05, "memory": 18878, "data_time": 0.04424, "loss_rpn_cls": 0.01144, "loss_rpn_bbox": 0.03529, "loss_cls": 0.14279, "acc": 94.5708, "loss_bbox": 0.19387, "loss_mask": 0.20676, "loss": 0.59015, "time": 0.8068}
{"mode": "train", "epoch": 10, "iter": 5350, "lr": 1e-05, "memory": 18878, "data_time": 0.03996, "loss_rpn_cls": 0.01215, "loss_rpn_bbox": 0.03699, "loss_cls": 0.14813, "acc": 94.35181, "loss_bbox": 0.20158, "loss_mask": 0.21434, "loss": 0.61319, "time": 0.79485}
{"mode": "train", "epoch": 10, "iter": 5400, "lr": 1e-05, "memory": 18878, "data_time": 0.04639, "loss_rpn_cls": 0.01433, "loss_rpn_bbox": 0.03834, "loss_cls": 0.15441, "acc": 94.1272, "loss_bbox": 0.20503, "loss_mask": 0.21607, "loss": 0.62818, "time": 0.80434}
{"mode": "train", "epoch": 10, "iter": 5450, "lr": 1e-05, "memory": 18878, "data_time": 0.04507, "loss_rpn_cls": 0.01286, "loss_rpn_bbox": 0.0393, "loss_cls": 0.15038, "acc": 94.27075, "loss_bbox": 0.20198, "loss_mask": 0.21564, "loss": 0.62017, "time": 0.80539}
{"mode": "train", "epoch": 10, "iter": 5500, "lr": 1e-05, "memory": 18878, "data_time": 0.04725, "loss_rpn_cls": 0.0136, "loss_rpn_bbox": 0.03737, "loss_cls": 0.15063, "acc": 94.24438, "loss_bbox": 0.20427, "loss_mask": 0.21754, "loss": 0.6234, "time": 0.81964}
{"mode": "train", "epoch": 10, "iter": 5550, "lr": 1e-05, "memory": 18878, "data_time": 0.04382, "loss_rpn_cls": 0.01368, "loss_rpn_bbox": 0.03902, "loss_cls": 0.15317, "acc": 94.18384, "loss_bbox": 0.2056, "loss_mask": 0.21794, "loss": 0.6294, "time": 0.8127}
{"mode": "train", "epoch": 10, "iter": 5600, "lr": 1e-05, "memory": 18878, "data_time": 0.05575, "loss_rpn_cls": 0.01256, "loss_rpn_bbox": 0.0391, "loss_cls": 0.15408, "acc": 94.07178, "loss_bbox": 0.2043, "loss_mask": 0.21747, "loss": 0.62751, "time": 0.80533}
{"mode": "train", "epoch": 10, "iter": 5650, "lr": 1e-05, "memory": 18878, "data_time": 0.03905, "loss_rpn_cls": 0.01243, "loss_rpn_bbox": 0.03845, "loss_cls": 0.15367, "acc": 94.15063, "loss_bbox": 0.20411, "loss_mask": 0.21594, "loss": 0.62461, "time": 0.8167}
{"mode": "train", "epoch": 10, "iter": 5700, "lr": 1e-05, "memory": 18878, "data_time": 0.04733, "loss_rpn_cls": 0.0123, "loss_rpn_bbox": 0.03953, "loss_cls": 0.15655, "acc": 93.90625, "loss_bbox": 0.21383, "loss_mask": 0.21841, "loss": 0.64062, "time": 1.064}
{"mode": "train", "epoch": 10, "iter": 5750, "lr": 1e-05, "memory": 18878, "data_time": 0.0557, "loss_rpn_cls": 0.01189, "loss_rpn_bbox": 0.03785, "loss_cls": 0.15044, "acc": 94.21851, "loss_bbox": 0.20101, "loss_mask": 0.21055, "loss": 0.61174, "time": 0.80728}
{"mode": "train", "epoch": 10, "iter": 5800, "lr": 1e-05, "memory": 18878, "data_time": 0.04643, "loss_rpn_cls": 0.0114, "loss_rpn_bbox": 0.03583, "loss_cls": 0.14566, "acc": 94.37305, "loss_bbox": 0.20229, "loss_mask": 0.21781, "loss": 0.61298, "time": 0.79669}
{"mode": "train", "epoch": 10, "iter": 5850, "lr": 1e-05, "memory": 18878, "data_time": 0.05173, "loss_rpn_cls": 0.01059, "loss_rpn_bbox": 0.03495, "loss_cls": 0.14508, "acc": 94.5022, "loss_bbox": 0.19177, "loss_mask": 0.2132, "loss": 0.59559, "time": 0.79702}
{"mode": "train", "epoch": 10, "iter": 5900, "lr": 1e-05, "memory": 18878, "data_time": 0.04474, "loss_rpn_cls": 0.01128, "loss_rpn_bbox": 0.03815, "loss_cls": 0.14694, "acc": 94.34619, "loss_bbox": 0.2003, "loss_mask": 0.21495, "loss": 0.61163, "time": 0.8084}
{"mode": "train", "epoch": 10, "iter": 5950, "lr": 1e-05, "memory": 18878, "data_time": 0.03871, "loss_rpn_cls": 0.01167, "loss_rpn_bbox": 0.03535, "loss_cls": 0.14515, "acc": 94.49463, "loss_bbox": 0.19348, "loss_mask": 0.20727, "loss": 0.59292, "time": 0.79839}
{"mode": "train", "epoch": 10, "iter": 6000, "lr": 1e-05, "memory": 18878, "data_time": 0.04438, "loss_rpn_cls": 0.011, "loss_rpn_bbox": 0.035, "loss_cls": 0.14711, "acc": 94.37256, "loss_bbox": 0.19738, "loss_mask": 0.20744, "loss": 0.59793, "time": 0.79809}
{"mode": "train", "epoch": 10, "iter": 6050, "lr": 1e-05, "memory": 18878, "data_time": 0.04424, "loss_rpn_cls": 0.01267, "loss_rpn_bbox": 0.03825, "loss_cls": 0.14941, "acc": 94.28027, "loss_bbox": 0.20195, "loss_mask": 0.21103, "loss": 0.61331, "time": 0.79657}
{"mode": "train", "epoch": 10, "iter": 6100, "lr": 1e-05, "memory": 18878, "data_time": 0.0464, "loss_rpn_cls": 0.01215, "loss_rpn_bbox": 0.03481, "loss_cls": 0.14263, "acc": 94.6062, "loss_bbox": 0.1941, "loss_mask": 0.20922, "loss": 0.59292, "time": 0.79998}
{"mode": "train", "epoch": 10, "iter": 6150, "lr": 1e-05, "memory": 18878, "data_time": 0.03978, "loss_rpn_cls": 0.01233, "loss_rpn_bbox": 0.04031, "loss_cls": 0.1488, "acc": 94.27588, "loss_bbox": 0.20347, "loss_mask": 0.21575, "loss": 0.62065, "time": 0.84092}
{"mode": "train", "epoch": 10, "iter": 6200, "lr": 1e-05, "memory": 18878, "data_time": 0.04859, "loss_rpn_cls": 0.01019, "loss_rpn_bbox": 0.03713, "loss_cls": 0.14422, "acc": 94.37939, "loss_bbox": 0.19437, "loss_mask": 0.21459, "loss": 0.60051, "time": 0.80267}
{"mode": "train", "epoch": 10, "iter": 6250, "lr": 1e-05, "memory": 18878, "data_time": 0.0548, "loss_rpn_cls": 0.01206, "loss_rpn_bbox": 0.03697, "loss_cls": 0.14812, "acc": 94.29443, "loss_bbox": 0.20095, "loss_mask": 0.20855, "loss": 0.60664, "time": 0.79623}
{"mode": "train", "epoch": 10, "iter": 6300, "lr": 1e-05, "memory": 18878, "data_time": 0.04835, "loss_rpn_cls": 0.01255, "loss_rpn_bbox": 0.03656, "loss_cls": 0.15045, "acc": 94.30811, "loss_bbox": 0.20181, "loss_mask": 0.21559, "loss": 0.61696, "time": 0.79681}
{"mode": "train", "epoch": 10, "iter": 6350, "lr": 1e-05, "memory": 18878, "data_time": 0.04178, "loss_rpn_cls": 0.01324, "loss_rpn_bbox": 0.03826, "loss_cls": 0.15264, "acc": 94.12695, "loss_bbox": 0.20437, "loss_mask": 0.2172, "loss": 0.62571, "time": 0.81375}
{"mode": "train", "epoch": 10, "iter": 6400, "lr": 1e-05, "memory": 18878, "data_time": 0.04615, "loss_rpn_cls": 0.01144, "loss_rpn_bbox": 0.03563, "loss_cls": 0.14732, "acc": 94.46289, "loss_bbox": 0.19941, "loss_mask": 0.21388, "loss": 0.60769, "time": 0.80335}
{"mode": "train", "epoch": 10, "iter": 6450, "lr": 1e-05, "memory": 18878, "data_time": 0.04625, "loss_rpn_cls": 0.0112, "loss_rpn_bbox": 0.03423, "loss_cls": 0.13922, "acc": 94.72754, "loss_bbox": 0.18825, "loss_mask": 0.20544, "loss": 0.57834, "time": 0.7896}
{"mode": "train", "epoch": 10, "iter": 6500, "lr": 1e-05, "memory": 18878, "data_time": 0.04484, "loss_rpn_cls": 0.01273, "loss_rpn_bbox": 0.03692, "loss_cls": 0.15023, "acc": 94.2356, "loss_bbox": 0.20348, "loss_mask": 0.21829, "loss": 0.62165, "time": 0.80583}
{"mode": "train", "epoch": 10, "iter": 6550, "lr": 1e-05, "memory": 18878, "data_time": 0.04595, "loss_rpn_cls": 0.01247, "loss_rpn_bbox": 0.03822, "loss_cls": 0.14515, "acc": 94.35596, "loss_bbox": 0.19439, "loss_mask": 0.20629, "loss": 0.59652, "time": 0.80349}
{"mode": "train", "epoch": 10, "iter": 6600, "lr": 1e-05, "memory": 18878, "data_time": 0.0421, "loss_rpn_cls": 0.01154, "loss_rpn_bbox": 0.0371, "loss_cls": 0.1511, "acc": 94.15942, "loss_bbox": 0.20374, "loss_mask": 0.20704, "loss": 0.61052, "time": 1.06547}
{"mode": "train", "epoch": 10, "iter": 6650, "lr": 1e-05, "memory": 18878, "data_time": 0.05816, "loss_rpn_cls": 0.01403, "loss_rpn_bbox": 0.04319, "loss_cls": 0.16137, "acc": 93.84766, "loss_bbox": 0.21605, "loss_mask": 0.21755, "loss": 0.6522, "time": 0.8123}
{"mode": "train", "epoch": 10, "iter": 6700, "lr": 1e-05, "memory": 18878, "data_time": 0.05044, "loss_rpn_cls": 0.01296, "loss_rpn_bbox": 0.03785, "loss_cls": 0.15009, "acc": 94.26221, "loss_bbox": 0.20105, "loss_mask": 0.21135, "loss": 0.6133, "time": 0.79865}
{"mode": "train", "epoch": 10, "iter": 6750, "lr": 1e-05, "memory": 18878, "data_time": 0.04242, "loss_rpn_cls": 0.0118, "loss_rpn_bbox": 0.03754, "loss_cls": 0.14798, "acc": 94.4104, "loss_bbox": 0.19734, "loss_mask": 0.21156, "loss": 0.60623, "time": 0.80961}
{"mode": "train", "epoch": 10, "iter": 6800, "lr": 1e-05, "memory": 18878, "data_time": 0.04923, "loss_rpn_cls": 0.01326, "loss_rpn_bbox": 0.03603, "loss_cls": 0.14473, "acc": 94.47217, "loss_bbox": 0.19664, "loss_mask": 0.20768, "loss": 0.59833, "time": 0.81733}
{"mode": "train", "epoch": 10, "iter": 6850, "lr": 1e-05, "memory": 18878, "data_time": 0.04729, "loss_rpn_cls": 0.01335, "loss_rpn_bbox": 0.03629, "loss_cls": 0.14491, "acc": 94.39868, "loss_bbox": 0.19907, "loss_mask": 0.21304, "loss": 0.60665, "time": 0.80572}
{"mode": "train", "epoch": 10, "iter": 6900, "lr": 1e-05, "memory": 18878, "data_time": 0.04311, "loss_rpn_cls": 0.01096, "loss_rpn_bbox": 0.03632, "loss_cls": 0.14376, "acc": 94.47803, "loss_bbox": 0.1958, "loss_mask": 0.21087, "loss": 0.5977, "time": 0.79317}
{"mode": "train", "epoch": 10, "iter": 6950, "lr": 1e-05, "memory": 18878, "data_time": 0.05451, "loss_rpn_cls": 0.0137, "loss_rpn_bbox": 0.04019, "loss_cls": 0.15928, "acc": 93.93823, "loss_bbox": 0.21207, "loss_mask": 0.21984, "loss": 0.64508, "time": 0.80732}
{"mode": "train", "epoch": 10, "iter": 7000, "lr": 1e-05, "memory": 18878, "data_time": 0.04643, "loss_rpn_cls": 0.0109, "loss_rpn_bbox": 0.03442, "loss_cls": 0.14169, "acc": 94.6499, "loss_bbox": 0.19366, "loss_mask": 0.20849, "loss": 0.58916, "time": 0.78869}
{"mode": "train", "epoch": 10, "iter": 7050, "lr": 1e-05, "memory": 18878, "data_time": 0.04986, "loss_rpn_cls": 0.01302, "loss_rpn_bbox": 0.03892, "loss_cls": 0.15673, "acc": 93.98901, "loss_bbox": 0.21359, "loss_mask": 0.21567, "loss": 0.63793, "time": 0.8386}
{"mode": "train", "epoch": 10, "iter": 7100, "lr": 1e-05, "memory": 18878, "data_time": 0.04325, "loss_rpn_cls": 0.0125, "loss_rpn_bbox": 0.03903, "loss_cls": 0.15509, "acc": 94.06714, "loss_bbox": 0.20737, "loss_mask": 0.22079, "loss": 0.63478, "time": 0.81571}
{"mode": "train", "epoch": 10, "iter": 7150, "lr": 1e-05, "memory": 18878, "data_time": 0.04846, "loss_rpn_cls": 0.01185, "loss_rpn_bbox": 0.03592, "loss_cls": 0.14525, "acc": 94.43799, "loss_bbox": 0.19461, "loss_mask": 0.21493, "loss": 0.60256, "time": 0.80471}
{"mode": "train", "epoch": 10, "iter": 7200, "lr": 1e-05, "memory": 18878, "data_time": 0.04506, "loss_rpn_cls": 0.01302, "loss_rpn_bbox": 0.03797, "loss_cls": 0.15106, "acc": 94.11279, "loss_bbox": 0.21038, "loss_mask": 0.21788, "loss": 0.63031, "time": 0.81815}
{"mode": "train", "epoch": 10, "iter": 7250, "lr": 1e-05, "memory": 18878, "data_time": 0.04193, "loss_rpn_cls": 0.0133, "loss_rpn_bbox": 0.03896, "loss_cls": 0.14946, "acc": 94.22412, "loss_bbox": 0.20367, "loss_mask": 0.21411, "loss": 0.6195, "time": 0.8039}
{"mode": "train", "epoch": 10, "iter": 7300, "lr": 1e-05, "memory": 18878, "data_time": 0.05016, "loss_rpn_cls": 0.01179, "loss_rpn_bbox": 0.04089, "loss_cls": 0.15476, "acc": 94.08179, "loss_bbox": 0.20953, "loss_mask": 0.21949, "loss": 0.63646, "time": 0.81067}
{"mode": "val", "epoch": 10, "iter": 625, "lr": 1e-05, "bbox_mAP": 0.489, "bbox_mAP_50": 0.716, "bbox_mAP_75": 0.539, "bbox_mAP_s": 0.302, "bbox_mAP_m": 0.533, "bbox_mAP_l": 0.66, "bbox_mAP_copypaste": "0.489 0.716 0.539 0.302 0.533 0.660", "segm_mAP": 0.433, "segm_mAP_50": 0.679, "segm_mAP_75": 0.465, "segm_mAP_s": 0.217, "segm_mAP_m": 0.47, "segm_mAP_l": 0.648, "segm_mAP_copypaste": "0.433 0.679 0.465 0.217 0.470 0.648"}
{"mode": "train", "epoch": 11, "iter": 50, "lr": 1e-05, "memory": 18878, "data_time": 0.13602, "loss_rpn_cls": 0.01213, "loss_rpn_bbox": 0.03839, "loss_cls": 0.15425, "acc": 94.09229, "loss_bbox": 0.20896, "loss_mask": 0.21797, "loss": 0.63171, "time": 0.9644}
{"mode": "train", "epoch": 11, "iter": 100, "lr": 1e-05, "memory": 18878, "data_time": 0.05028, "loss_rpn_cls": 0.01193, "loss_rpn_bbox": 0.04005, "loss_cls": 0.14693, "acc": 94.31421, "loss_bbox": 0.20434, "loss_mask": 0.21631, "loss": 0.61955, "time": 0.82322}
{"mode": "train", "epoch": 11, "iter": 150, "lr": 1e-05, "memory": 18878, "data_time": 0.05202, "loss_rpn_cls": 0.01187, "loss_rpn_bbox": 0.0381, "loss_cls": 0.14609, "acc": 94.31982, "loss_bbox": 0.20049, "loss_mask": 0.21549, "loss": 0.61205, "time": 0.81313}
{"mode": "train", "epoch": 11, "iter": 200, "lr": 1e-05, "memory": 18878, "data_time": 0.04642, "loss_rpn_cls": 0.01159, "loss_rpn_bbox": 0.03808, "loss_cls": 0.14851, "acc": 94.36377, "loss_bbox": 0.20133, "loss_mask": 0.21672, "loss": 0.61623, "time": 0.80412}
{"mode": "train", "epoch": 11, "iter": 250, "lr": 1e-05, "memory": 18878, "data_time": 0.0548, "loss_rpn_cls": 0.01035, "loss_rpn_bbox": 0.03549, "loss_cls": 0.13896, "acc": 94.62646, "loss_bbox": 0.1994, "loss_mask": 0.20687, "loss": 0.59107, "time": 0.80038}
{"mode": "train", "epoch": 11, "iter": 300, "lr": 1e-05, "memory": 18878, "data_time": 0.05593, "loss_rpn_cls": 0.01105, "loss_rpn_bbox": 0.03623, "loss_cls": 0.14231, "acc": 94.46777, "loss_bbox": 0.19534, "loss_mask": 0.20692, "loss": 0.59185, "time": 0.80642}
{"mode": "train", "epoch": 11, "iter": 350, "lr": 1e-05, "memory": 18878, "data_time": 0.05752, "loss_rpn_cls": 0.01037, "loss_rpn_bbox": 0.03581, "loss_cls": 0.14118, "acc": 94.6272, "loss_bbox": 0.19259, "loss_mask": 0.2123, "loss": 0.59226, "time": 0.80168}
{"mode": "train", "epoch": 11, "iter": 400, "lr": 1e-05, "memory": 18878, "data_time": 0.05757, "loss_rpn_cls": 0.01304, "loss_rpn_bbox": 0.03779, "loss_cls": 0.15051, "acc": 94.31543, "loss_bbox": 0.20167, "loss_mask": 0.21003, "loss": 0.61304, "time": 0.819}
{"mode": "train", "epoch": 11, "iter": 450, "lr": 1e-05, "memory": 18878, "data_time": 0.05359, "loss_rpn_cls": 0.01301, "loss_rpn_bbox": 0.03643, "loss_cls": 0.14533, "acc": 94.42285, "loss_bbox": 0.19652, "loss_mask": 0.21015, "loss": 0.60144, "time": 0.80649}
{"mode": "train", "epoch": 11, "iter": 500, "lr": 1e-05, "memory": 18878, "data_time": 0.05258, "loss_rpn_cls": 0.0112, "loss_rpn_bbox": 0.03645, "loss_cls": 0.15085, "acc": 94.2063, "loss_bbox": 0.20398, "loss_mask": 0.21676, "loss": 0.61924, "time": 0.80416}
{"mode": "train", "epoch": 11, "iter": 550, "lr": 1e-05, "memory": 18878, "data_time": 0.06335, "loss_rpn_cls": 0.01281, "loss_rpn_bbox": 0.03738, "loss_cls": 0.14745, "acc": 94.31274, "loss_bbox": 0.20261, "loss_mask": 0.21216, "loss": 0.6124, "time": 0.80691}
{"mode": "train", "epoch": 11, "iter": 600, "lr": 1e-05, "memory": 18878, "data_time": 0.05833, "loss_rpn_cls": 0.01153, "loss_rpn_bbox": 0.03548, "loss_cls": 0.14045, "acc": 94.62671, "loss_bbox": 0.19179, "loss_mask": 0.21309, "loss": 0.59234, "time": 0.80482}
{"mode": "train", "epoch": 11, "iter": 650, "lr": 1e-05, "memory": 18878, "data_time": 0.06786, "loss_rpn_cls": 0.01199, "loss_rpn_bbox": 0.03765, "loss_cls": 0.14834, "acc": 94.26978, "loss_bbox": 0.2085, "loss_mask": 0.21695, "loss": 0.62343, "time": 0.80542}
{"mode": "train", "epoch": 11, "iter": 700, "lr": 1e-05, "memory": 18878, "data_time": 0.05048, "loss_rpn_cls": 0.0122, "loss_rpn_bbox": 0.03539, "loss_cls": 0.14343, "acc": 94.52563, "loss_bbox": 0.19426, "loss_mask": 0.20525, "loss": 0.59053, "time": 0.80539}
{"mode": "train", "epoch": 11, "iter": 750, "lr": 1e-05, "memory": 18878, "data_time": 0.05674, "loss_rpn_cls": 0.01153, "loss_rpn_bbox": 0.03756, "loss_cls": 0.14698, "acc": 94.36694, "loss_bbox": 0.20121, "loss_mask": 0.21484, "loss": 0.61213, "time": 0.80545}
{"mode": "train", "epoch": 11, "iter": 800, "lr": 1e-05, "memory": 18878, "data_time": 0.05006, "loss_rpn_cls": 0.01135, "loss_rpn_bbox": 0.03692, "loss_cls": 0.14368, "acc": 94.47095, "loss_bbox": 0.19421, "loss_mask": 0.21253, "loss": 0.5987, "time": 0.81627}
{"mode": "train", "epoch": 11, "iter": 850, "lr": 1e-05, "memory": 18878, "data_time": 0.05398, "loss_rpn_cls": 0.01093, "loss_rpn_bbox": 0.03631, "loss_cls": 0.14386, "acc": 94.43433, "loss_bbox": 0.20062, "loss_mask": 0.21104, "loss": 0.60276, "time": 0.79897}
{"mode": "train", "epoch": 11, "iter": 900, "lr": 1e-05, "memory": 18878, "data_time": 0.06603, "loss_rpn_cls": 0.01227, "loss_rpn_bbox": 0.04091, "loss_cls": 0.15362, "acc": 94.04126, "loss_bbox": 0.21232, "loss_mask": 0.21799, "loss": 0.63712, "time": 0.82799}
{"mode": "train", "epoch": 11, "iter": 950, "lr": 1e-05, "memory": 18878, "data_time": 0.05261, "loss_rpn_cls": 0.01181, "loss_rpn_bbox": 0.03825, "loss_cls": 0.14889, "acc": 94.27222, "loss_bbox": 0.1991, "loss_mask": 0.21353, "loss": 0.61157, "time": 0.81158}
{"mode": "train", "epoch": 11, "iter": 1000, "lr": 1e-05, "memory": 18878, "data_time": 0.06164, "loss_rpn_cls": 0.0116, "loss_rpn_bbox": 0.03753, "loss_cls": 0.14592, "acc": 94.37256, "loss_bbox": 0.20103, "loss_mask": 0.21103, "loss": 0.60711, "time": 0.80859}
{"mode": "train", "epoch": 11, "iter": 1050, "lr": 1e-05, "memory": 18878, "data_time": 0.05166, "loss_rpn_cls": 0.01162, "loss_rpn_bbox": 0.03524, "loss_cls": 0.14884, "acc": 94.20337, "loss_bbox": 0.2011, "loss_mask": 0.2127, "loss": 0.60949, "time": 0.99503}
{"mode": "train", "epoch": 11, "iter": 1100, "lr": 1e-05, "memory": 18878, "data_time": 0.05857, "loss_rpn_cls": 0.01303, "loss_rpn_bbox": 0.03747, "loss_cls": 0.15424, "acc": 94.03833, "loss_bbox": 0.21085, "loss_mask": 0.21654, "loss": 0.63212, "time": 0.82673}
{"mode": "train", "epoch": 11, "iter": 1150, "lr": 1e-05, "memory": 18878, "data_time": 0.05356, "loss_rpn_cls": 0.01245, "loss_rpn_bbox": 0.03892, "loss_cls": 0.14921, "acc": 94.28833, "loss_bbox": 0.19862, "loss_mask": 0.20874, "loss": 0.60795, "time": 0.80913}
{"mode": "train", "epoch": 11, "iter": 1200, "lr": 1e-05, "memory": 18878, "data_time": 0.05027, "loss_rpn_cls": 0.01214, "loss_rpn_bbox": 0.03756, "loss_cls": 0.14917, "acc": 94.28345, "loss_bbox": 0.2062, "loss_mask": 0.21701, "loss": 0.62209, "time": 0.80531}
{"mode": "train", "epoch": 11, "iter": 1250, "lr": 1e-05, "memory": 18878, "data_time": 0.0436, "loss_rpn_cls": 0.01133, "loss_rpn_bbox": 0.03449, "loss_cls": 0.14064, "acc": 94.60962, "loss_bbox": 0.19836, "loss_mask": 0.20912, "loss": 0.59394, "time": 0.80254}
{"mode": "train", "epoch": 11, "iter": 1300, "lr": 1e-05, "memory": 18878, "data_time": 0.05301, "loss_rpn_cls": 0.01235, "loss_rpn_bbox": 0.04015, "loss_cls": 0.15785, "acc": 93.91724, "loss_bbox": 0.21292, "loss_mask": 0.21449, "loss": 0.63776, "time": 0.8206}
{"mode": "train", "epoch": 11, "iter": 1350, "lr": 1e-05, "memory": 18878, "data_time": 0.04879, "loss_rpn_cls": 0.00985, "loss_rpn_bbox": 0.03529, "loss_cls": 0.14142, "acc": 94.47046, "loss_bbox": 0.19512, "loss_mask": 0.20875, "loss": 0.59043, "time": 0.80446}
{"mode": "train", "epoch": 11, "iter": 1400, "lr": 1e-05, "memory": 18878, "data_time": 0.0509, "loss_rpn_cls": 0.01214, "loss_rpn_bbox": 0.03868, "loss_cls": 0.15254, "acc": 94.12964, "loss_bbox": 0.2065, "loss_mask": 0.21837, "loss": 0.62823, "time": 0.86314}
{"mode": "train", "epoch": 11, "iter": 1450, "lr": 1e-05, "memory": 18878, "data_time": 0.06257, "loss_rpn_cls": 0.01175, "loss_rpn_bbox": 0.03709, "loss_cls": 0.14542, "acc": 94.30957, "loss_bbox": 0.19774, "loss_mask": 0.20869, "loss": 0.60069, "time": 0.98003}
{"mode": "train", "epoch": 11, "iter": 1500, "lr": 1e-05, "memory": 18878, "data_time": 0.0485, "loss_rpn_cls": 0.01143, "loss_rpn_bbox": 0.03654, "loss_cls": 0.14686, "acc": 94.33667, "loss_bbox": 0.20025, "loss_mask": 0.21193, "loss": 0.60701, "time": 0.80464}
{"mode": "train", "epoch": 11, "iter": 1550, "lr": 1e-05, "memory": 18878, "data_time": 0.05412, "loss_rpn_cls": 0.01048, "loss_rpn_bbox": 0.03571, "loss_cls": 0.14251, "acc": 94.52002, "loss_bbox": 0.19623, "loss_mask": 0.21355, "loss": 0.59848, "time": 0.80607}
{"mode": "train", "epoch": 11, "iter": 1600, "lr": 1e-05, "memory": 18878, "data_time": 0.05647, "loss_rpn_cls": 0.01201, "loss_rpn_bbox": 0.03882, "loss_cls": 0.15365, "acc": 94.1123, "loss_bbox": 0.20738, "loss_mask": 0.21622, "loss": 0.62807, "time": 0.80521}
{"mode": "train", "epoch": 11, "iter": 1650, "lr": 1e-05, "memory": 18878, "data_time": 0.04872, "loss_rpn_cls": 0.01082, "loss_rpn_bbox": 0.0364, "loss_cls": 0.14696, "acc": 94.29248, "loss_bbox": 0.19952, "loss_mask": 0.21212, "loss": 0.60582, "time": 0.8039}
{"mode": "train", "epoch": 11, "iter": 1700, "lr": 1e-05, "memory": 18878, "data_time": 0.03864, "loss_rpn_cls": 0.01051, "loss_rpn_bbox": 0.03495, "loss_cls": 0.14076, "acc": 94.62085, "loss_bbox": 0.19116, "loss_mask": 0.20662, "loss": 0.58401, "time": 0.79709}
{"mode": "train", "epoch": 11, "iter": 1750, "lr": 1e-05, "memory": 18878, "data_time": 0.06214, "loss_rpn_cls": 0.01328, "loss_rpn_bbox": 0.03822, "loss_cls": 0.15078, "acc": 94.14673, "loss_bbox": 0.20379, "loss_mask": 0.20889, "loss": 0.61495, "time": 0.82072}
{"mode": "train", "epoch": 11, "iter": 1800, "lr": 1e-05, "memory": 18878, "data_time": 0.05331, "loss_rpn_cls": 0.01211, "loss_rpn_bbox": 0.03557, "loss_cls": 0.14001, "acc": 94.57544, "loss_bbox": 0.19407, "loss_mask": 0.21001, "loss": 0.59177, "time": 0.80183}
{"mode": "train", "epoch": 11, "iter": 1850, "lr": 1e-05, "memory": 18878, "data_time": 0.05735, "loss_rpn_cls": 0.01175, "loss_rpn_bbox": 0.03786, "loss_cls": 0.14668, "acc": 94.36304, "loss_bbox": 0.20135, "loss_mask": 0.21178, "loss": 0.60942, "time": 0.81439}
{"mode": "train", "epoch": 11, "iter": 1900, "lr": 1e-05, "memory": 18878, "data_time": 0.05037, "loss_rpn_cls": 0.01191, "loss_rpn_bbox": 0.03717, "loss_cls": 0.14883, "acc": 94.23438, "loss_bbox": 0.19991, "loss_mask": 0.2109, "loss": 0.60872, "time": 0.80502}
{"mode": "train", "epoch": 11, "iter": 1950, "lr": 1e-05, "memory": 18878, "data_time": 0.04991, "loss_rpn_cls": 0.01162, "loss_rpn_bbox": 0.03755, "loss_cls": 0.15503, "acc": 94.07788, "loss_bbox": 0.20644, "loss_mask": 0.21246, "loss": 0.62309, "time": 0.80403}
{"mode": "train", "epoch": 11, "iter": 2000, "lr": 1e-05, "memory": 18878, "data_time": 0.04167, "loss_rpn_cls": 0.01043, "loss_rpn_bbox": 0.03569, "loss_cls": 0.13713, "acc": 94.6875, "loss_bbox": 0.19057, "loss_mask": 0.20579, "loss": 0.5796, "time": 0.79718}
{"mode": "train", "epoch": 11, "iter": 2050, "lr": 1e-05, "memory": 18878, "data_time": 0.06307, "loss_rpn_cls": 0.01172, "loss_rpn_bbox": 0.03751, "loss_cls": 0.15008, "acc": 94.22363, "loss_bbox": 0.20121, "loss_mask": 0.20951, "loss": 0.61002, "time": 0.81094}
{"mode": "train", "epoch": 11, "iter": 2100, "lr": 1e-05, "memory": 18878, "data_time": 0.05503, "loss_rpn_cls": 0.01153, "loss_rpn_bbox": 0.03745, "loss_cls": 0.14491, "acc": 94.45142, "loss_bbox": 0.19399, "loss_mask": 0.20731, "loss": 0.59519, "time": 0.99758}
{"mode": "train", "epoch": 11, "iter": 2150, "lr": 1e-05, "memory": 18878, "data_time": 0.05312, "loss_rpn_cls": 0.01237, "loss_rpn_bbox": 0.03705, "loss_cls": 0.14749, "acc": 94.28882, "loss_bbox": 0.19813, "loss_mask": 0.21133, "loss": 0.60636, "time": 0.80054}
{"mode": "train", "epoch": 11, "iter": 2200, "lr": 1e-05, "memory": 18878, "data_time": 0.06123, "loss_rpn_cls": 0.01114, "loss_rpn_bbox": 0.03634, "loss_cls": 0.14664, "acc": 94.42236, "loss_bbox": 0.19704, "loss_mask": 0.20682, "loss": 0.59797, "time": 0.80437}
{"mode": "train", "epoch": 11, "iter": 2250, "lr": 1e-05, "memory": 18878, "data_time": 0.05971, "loss_rpn_cls": 0.01177, "loss_rpn_bbox": 0.03822, "loss_cls": 0.15031, "acc": 94.25391, "loss_bbox": 0.20408, "loss_mask": 0.21366, "loss": 0.61803, "time": 0.80733}
{"mode": "train", "epoch": 11, "iter": 2300, "lr": 1e-05, "memory": 18878, "data_time": 0.06104, "loss_rpn_cls": 0.01275, "loss_rpn_bbox": 0.0387, "loss_cls": 0.14638, "acc": 94.40308, "loss_bbox": 0.19749, "loss_mask": 0.21208, "loss": 0.60741, "time": 0.80479}
{"mode": "train", "epoch": 11, "iter": 2350, "lr": 1e-05, "memory": 18878, "data_time": 0.05897, "loss_rpn_cls": 0.01299, "loss_rpn_bbox": 0.04023, "loss_cls": 0.16138, "acc": 93.84619, "loss_bbox": 0.2162, "loss_mask": 0.21977, "loss": 0.65057, "time": 0.81407}
{"mode": "train", "epoch": 11, "iter": 2400, "lr": 1e-05, "memory": 18878, "data_time": 0.05248, "loss_rpn_cls": 0.01129, "loss_rpn_bbox": 0.03662, "loss_cls": 0.14223, "acc": 94.55884, "loss_bbox": 0.19193, "loss_mask": 0.20859, "loss": 0.59066, "time": 0.80542}
{"mode": "train", "epoch": 11, "iter": 2450, "lr": 1e-05, "memory": 18878, "data_time": 0.05461, "loss_rpn_cls": 0.01169, "loss_rpn_bbox": 0.03586, "loss_cls": 0.14964, "acc": 94.22656, "loss_bbox": 0.20594, "loss_mask": 0.21012, "loss": 0.61325, "time": 0.86219}
{"mode": "train", "epoch": 11, "iter": 2500, "lr": 1e-05, "memory": 18878, "data_time": 0.04703, "loss_rpn_cls": 0.0117, "loss_rpn_bbox": 0.03761, "loss_cls": 0.14365, "acc": 94.46533, "loss_bbox": 0.19968, "loss_mask": 0.21015, "loss": 0.6028, "time": 0.95748}
{"mode": "train", "epoch": 11, "iter": 2550, "lr": 1e-05, "memory": 18878, "data_time": 0.04389, "loss_rpn_cls": 0.01223, "loss_rpn_bbox": 0.03717, "loss_cls": 0.15148, "acc": 94.24146, "loss_bbox": 0.20238, "loss_mask": 0.21152, "loss": 0.61477, "time": 0.80664}
{"mode": "train", "epoch": 11, "iter": 2600, "lr": 1e-05, "memory": 18878, "data_time": 0.0545, "loss_rpn_cls": 0.0125, "loss_rpn_bbox": 0.03994, "loss_cls": 0.15272, "acc": 94.15552, "loss_bbox": 0.20587, "loss_mask": 0.2182, "loss": 0.62925, "time": 0.82135}
{"mode": "train", "epoch": 11, "iter": 2650, "lr": 1e-05, "memory": 18878, "data_time": 0.05473, "loss_rpn_cls": 0.01182, "loss_rpn_bbox": 0.03881, "loss_cls": 0.15026, "acc": 94.26782, "loss_bbox": 0.20206, "loss_mask": 0.21292, "loss": 0.61588, "time": 0.81746}
{"mode": "train", "epoch": 11, "iter": 2700, "lr": 1e-05, "memory": 18878, "data_time": 0.04442, "loss_rpn_cls": 0.01145, "loss_rpn_bbox": 0.03711, "loss_cls": 0.14797, "acc": 94.302, "loss_bbox": 0.19818, "loss_mask": 0.20812, "loss": 0.60283, "time": 0.80842}
{"mode": "train", "epoch": 11, "iter": 2750, "lr": 1e-05, "memory": 18878, "data_time": 0.05897, "loss_rpn_cls": 0.01229, "loss_rpn_bbox": 0.03844, "loss_cls": 0.14605, "acc": 94.50024, "loss_bbox": 0.19963, "loss_mask": 0.21535, "loss": 0.61176, "time": 0.81162}
{"mode": "train", "epoch": 11, "iter": 2800, "lr": 1e-05, "memory": 18878, "data_time": 0.04294, "loss_rpn_cls": 0.01135, "loss_rpn_bbox": 0.03734, "loss_cls": 0.14261, "acc": 94.52832, "loss_bbox": 0.19471, "loss_mask": 0.20916, "loss": 0.59517, "time": 0.81005}
{"mode": "train", "epoch": 11, "iter": 2850, "lr": 1e-05, "memory": 18878, "data_time": 0.04929, "loss_rpn_cls": 0.01283, "loss_rpn_bbox": 0.03643, "loss_cls": 0.14885, "acc": 94.31909, "loss_bbox": 0.20113, "loss_mask": 0.21927, "loss": 0.61852, "time": 0.80172}
{"mode": "train", "epoch": 11, "iter": 2900, "lr": 1e-05, "memory": 18878, "data_time": 0.05178, "loss_rpn_cls": 0.01271, "loss_rpn_bbox": 0.03771, "loss_cls": 0.15573, "acc": 94.09961, "loss_bbox": 0.20974, "loss_mask": 0.21745, "loss": 0.63335, "time": 0.81252}
{"mode": "train", "epoch": 11, "iter": 2950, "lr": 1e-05, "memory": 18878, "data_time": 0.05195, "loss_rpn_cls": 0.01246, "loss_rpn_bbox": 0.03925, "loss_cls": 0.14918, "acc": 94.24951, "loss_bbox": 0.20466, "loss_mask": 0.21024, "loss": 0.61578, "time": 0.81097}
{"mode": "train", "epoch": 11, "iter": 3000, "lr": 1e-05, "memory": 18878, "data_time": 0.0493, "loss_rpn_cls": 0.0119, "loss_rpn_bbox": 0.0358, "loss_cls": 0.14362, "acc": 94.54053, "loss_bbox": 0.19428, "loss_mask": 0.20964, "loss": 0.59524, "time": 0.80849}
{"mode": "train", "epoch": 11, "iter": 3050, "lr": 1e-05, "memory": 18878, "data_time": 0.04876, "loss_rpn_cls": 0.0112, "loss_rpn_bbox": 0.03686, "loss_cls": 0.14744, "acc": 94.36157, "loss_bbox": 0.19902, "loss_mask": 0.20827, "loss": 0.6028, "time": 0.8043}
{"mode": "train", "epoch": 11, "iter": 3100, "lr": 1e-05, "memory": 18878, "data_time": 0.04559, "loss_rpn_cls": 0.01016, "loss_rpn_bbox": 0.03344, "loss_cls": 0.13675, "acc": 94.83667, "loss_bbox": 0.19191, "loss_mask": 0.20754, "loss": 0.57981, "time": 0.80328}
{"mode": "train", "epoch": 11, "iter": 3150, "lr": 1e-05, "memory": 18878, "data_time": 0.04997, "loss_rpn_cls": 0.01097, "loss_rpn_bbox": 0.03655, "loss_cls": 0.1377, "acc": 94.68164, "loss_bbox": 0.188, "loss_mask": 0.20541, "loss": 0.57863, "time": 0.98566}
{"mode": "train", "epoch": 11, "iter": 3200, "lr": 1e-05, "memory": 18878, "data_time": 0.05101, "loss_rpn_cls": 0.01178, "loss_rpn_bbox": 0.03728, "loss_cls": 0.15106, "acc": 94.22412, "loss_bbox": 0.20554, "loss_mask": 0.21302, "loss": 0.61868, "time": 0.81642}
{"mode": "train", "epoch": 11, "iter": 3250, "lr": 1e-05, "memory": 18878, "data_time": 0.04739, "loss_rpn_cls": 0.01263, "loss_rpn_bbox": 0.03838, "loss_cls": 0.14889, "acc": 94.30396, "loss_bbox": 0.2019, "loss_mask": 0.21524, "loss": 0.61704, "time": 0.8172}
{"mode": "train", "epoch": 11, "iter": 3300, "lr": 1e-05, "memory": 18878, "data_time": 0.05502, "loss_rpn_cls": 0.01208, "loss_rpn_bbox": 0.03817, "loss_cls": 0.15531, "acc": 94.00269, "loss_bbox": 0.21164, "loss_mask": 0.2192, "loss": 0.63639, "time": 0.81424}
{"mode": "train", "epoch": 11, "iter": 3350, "lr": 1e-05, "memory": 18878, "data_time": 0.0532, "loss_rpn_cls": 0.01291, "loss_rpn_bbox": 0.03625, "loss_cls": 0.14727, "acc": 94.40405, "loss_bbox": 0.19906, "loss_mask": 0.21595, "loss": 0.61144, "time": 0.79919}
{"mode": "train", "epoch": 11, "iter": 3400, "lr": 1e-05, "memory": 18878, "data_time": 0.0466, "loss_rpn_cls": 0.0108, "loss_rpn_bbox": 0.03854, "loss_cls": 0.14982, "acc": 94.27759, "loss_bbox": 0.20059, "loss_mask": 0.2144, "loss": 0.61415, "time": 0.81074}
{"mode": "train", "epoch": 11, "iter": 3450, "lr": 1e-05, "memory": 18878, "data_time": 0.05451, "loss_rpn_cls": 0.01147, "loss_rpn_bbox": 0.03751, "loss_cls": 0.15034, "acc": 94.27173, "loss_bbox": 0.20096, "loss_mask": 0.21048, "loss": 0.61077, "time": 0.81401}
{"mode": "train", "epoch": 11, "iter": 3500, "lr": 1e-05, "memory": 18878, "data_time": 0.04666, "loss_rpn_cls": 0.01127, "loss_rpn_bbox": 0.03516, "loss_cls": 0.1442, "acc": 94.40625, "loss_bbox": 0.19663, "loss_mask": 0.21136, "loss": 0.59862, "time": 0.85924}
{"mode": "train", "epoch": 11, "iter": 3550, "lr": 1e-05, "memory": 18878, "data_time": 0.05088, "loss_rpn_cls": 0.01158, "loss_rpn_bbox": 0.03483, "loss_cls": 0.14334, "acc": 94.56006, "loss_bbox": 0.19041, "loss_mask": 0.20604, "loss": 0.5862, "time": 0.93163}
{"mode": "train", "epoch": 11, "iter": 3600, "lr": 1e-05, "memory": 18878, "data_time": 0.03931, "loss_rpn_cls": 0.01147, "loss_rpn_bbox": 0.03613, "loss_cls": 0.14432, "acc": 94.39526, "loss_bbox": 0.19563, "loss_mask": 0.20813, "loss": 0.59568, "time": 0.81091}
{"mode": "train", "epoch": 11, "iter": 3650, "lr": 1e-05, "memory": 18878, "data_time": 0.03942, "loss_rpn_cls": 0.01128, "loss_rpn_bbox": 0.03501, "loss_cls": 0.13839, "acc": 94.64917, "loss_bbox": 0.19098, "loss_mask": 0.21034, "loss": 0.58602, "time": 0.79748}
{"mode": "train", "epoch": 11, "iter": 3700, "lr": 1e-05, "memory": 18878, "data_time": 0.0545, "loss_rpn_cls": 0.01222, "loss_rpn_bbox": 0.03734, "loss_cls": 0.1502, "acc": 94.23193, "loss_bbox": 0.20139, "loss_mask": 0.21173, "loss": 0.61288, "time": 0.80448}
{"mode": "train", "epoch": 11, "iter": 3750, "lr": 1e-05, "memory": 18878, "data_time": 0.05778, "loss_rpn_cls": 0.01292, "loss_rpn_bbox": 0.03998, "loss_cls": 0.15336, "acc": 94.11499, "loss_bbox": 0.20729, "loss_mask": 0.21817, "loss": 0.63172, "time": 0.82446}
{"mode": "train", "epoch": 11, "iter": 3800, "lr": 1e-05, "memory": 18878, "data_time": 0.05505, "loss_rpn_cls": 0.01276, "loss_rpn_bbox": 0.03828, "loss_cls": 0.14752, "acc": 94.39136, "loss_bbox": 0.19813, "loss_mask": 0.21255, "loss": 0.60924, "time": 0.80388}
{"mode": "train", "epoch": 11, "iter": 3850, "lr": 1e-05, "memory": 18878, "data_time": 0.04675, "loss_rpn_cls": 0.01163, "loss_rpn_bbox": 0.03874, "loss_cls": 0.14962, "acc": 94.20776, "loss_bbox": 0.20327, "loss_mask": 0.215, "loss": 0.61826, "time": 0.81372}
{"mode": "train", "epoch": 11, "iter": 3900, "lr": 1e-05, "memory": 18878, "data_time": 0.04426, "loss_rpn_cls": 0.01169, "loss_rpn_bbox": 0.03797, "loss_cls": 0.15125, "acc": 94.22729, "loss_bbox": 0.20127, "loss_mask": 0.21571, "loss": 0.61789, "time": 0.80892}
{"mode": "train", "epoch": 11, "iter": 3950, "lr": 1e-05, "memory": 18878, "data_time": 0.05127, "loss_rpn_cls": 0.01287, "loss_rpn_bbox": 0.03519, "loss_cls": 0.14398, "acc": 94.46387, "loss_bbox": 0.19718, "loss_mask": 0.21286, "loss": 0.60207, "time": 0.81019}
{"mode": "train", "epoch": 11, "iter": 4000, "lr": 1e-05, "memory": 18878, "data_time": 0.03963, "loss_rpn_cls": 0.01355, "loss_rpn_bbox": 0.03984, "loss_cls": 0.15519, "acc": 94.01343, "loss_bbox": 0.20908, "loss_mask": 0.21729, "loss": 0.63494, "time": 0.82345}
{"mode": "train", "epoch": 11, "iter": 4050, "lr": 1e-05, "memory": 18878, "data_time": 0.04421, "loss_rpn_cls": 0.01139, "loss_rpn_bbox": 0.03642, "loss_cls": 0.14621, "acc": 94.42041, "loss_bbox": 0.19668, "loss_mask": 0.20834, "loss": 0.59904, "time": 0.80568}
{"mode": "train", "epoch": 11, "iter": 4100, "lr": 1e-05, "memory": 18878, "data_time": 0.06019, "loss_rpn_cls": 0.01218, "loss_rpn_bbox": 0.03901, "loss_cls": 0.15121, "acc": 94.15381, "loss_bbox": 0.21162, "loss_mask": 0.21754, "loss": 0.63157, "time": 0.81086}
{"mode": "train", "epoch": 11, "iter": 4150, "lr": 1e-05, "memory": 18878, "data_time": 0.04229, "loss_rpn_cls": 0.01108, "loss_rpn_bbox": 0.03716, "loss_cls": 0.14744, "acc": 94.32495, "loss_bbox": 0.20219, "loss_mask": 0.20935, "loss": 0.60722, "time": 0.80963}
{"mode": "train", "epoch": 11, "iter": 4200, "lr": 1e-05, "memory": 18878, "data_time": 0.05479, "loss_rpn_cls": 0.01184, "loss_rpn_bbox": 0.03463, "loss_cls": 0.1467, "acc": 94.35156, "loss_bbox": 0.20045, "loss_mask": 0.20882, "loss": 0.60243, "time": 0.99574}
{"mode": "train", "epoch": 11, "iter": 4250, "lr": 1e-05, "memory": 18878, "data_time": 0.07154, "loss_rpn_cls": 0.01106, "loss_rpn_bbox": 0.03532, "loss_cls": 0.14079, "acc": 94.56274, "loss_bbox": 0.1898, "loss_mask": 0.20916, "loss": 0.58613, "time": 0.79862}
{"mode": "train", "epoch": 11, "iter": 4300, "lr": 1e-05, "memory": 18878, "data_time": 0.04982, "loss_rpn_cls": 0.01096, "loss_rpn_bbox": 0.03822, "loss_cls": 0.14854, "acc": 94.24341, "loss_bbox": 0.2008, "loss_mask": 0.21592, "loss": 0.61444, "time": 0.81272}
{"mode": "train", "epoch": 11, "iter": 4350, "lr": 1e-05, "memory": 18878, "data_time": 0.06678, "loss_rpn_cls": 0.01216, "loss_rpn_bbox": 0.03602, "loss_cls": 0.15055, "acc": 94.17505, "loss_bbox": 0.20613, "loss_mask": 0.20974, "loss": 0.6146, "time": 0.81201}
{"mode": "train", "epoch": 11, "iter": 4400, "lr": 1e-05, "memory": 18878, "data_time": 0.04535, "loss_rpn_cls": 0.01096, "loss_rpn_bbox": 0.03624, "loss_cls": 0.14448, "acc": 94.47021, "loss_bbox": 0.19675, "loss_mask": 0.20765, "loss": 0.59609, "time": 0.80656}
{"mode": "train", "epoch": 11, "iter": 4450, "lr": 1e-05, "memory": 18878, "data_time": 0.05353, "loss_rpn_cls": 0.01211, "loss_rpn_bbox": 0.03975, "loss_cls": 0.14946, "acc": 94.22681, "loss_bbox": 0.20565, "loss_mask": 0.21306, "loss": 0.62004, "time": 0.81833}
{"mode": "train", "epoch": 11, "iter": 4500, "lr": 1e-05, "memory": 18878, "data_time": 0.05516, "loss_rpn_cls": 0.01139, "loss_rpn_bbox": 0.03787, "loss_cls": 0.14603, "acc": 94.38428, "loss_bbox": 0.19763, "loss_mask": 0.21074, "loss": 0.60366, "time": 0.8119}
{"mode": "train", "epoch": 11, "iter": 4550, "lr": 1e-05, "memory": 18878, "data_time": 0.05386, "loss_rpn_cls": 0.01191, "loss_rpn_bbox": 0.03761, "loss_cls": 0.14645, "acc": 94.33667, "loss_bbox": 0.20277, "loss_mask": 0.2144, "loss": 0.61314, "time": 0.86527}
{"mode": "train", "epoch": 11, "iter": 4600, "lr": 1e-05, "memory": 18878, "data_time": 0.09376, "loss_rpn_cls": 0.01196, "loss_rpn_bbox": 0.03998, "loss_cls": 0.15222, "acc": 94.19482, "loss_bbox": 0.20758, "loss_mask": 0.21895, "loss": 0.63069, "time": 0.95238}
{"mode": "train", "epoch": 11, "iter": 4650, "lr": 1e-05, "memory": 18878, "data_time": 0.042, "loss_rpn_cls": 0.01166, "loss_rpn_bbox": 0.03886, "loss_cls": 0.14271, "acc": 94.47217, "loss_bbox": 0.19535, "loss_mask": 0.20644, "loss": 0.59503, "time": 0.80823}
{"mode": "train", "epoch": 11, "iter": 4700, "lr": 1e-05, "memory": 18878, "data_time": 0.05363, "loss_rpn_cls": 0.01111, "loss_rpn_bbox": 0.03535, "loss_cls": 0.14759, "acc": 94.39722, "loss_bbox": 0.20027, "loss_mask": 0.21123, "loss": 0.60555, "time": 0.80271}
{"mode": "train", "epoch": 11, "iter": 4750, "lr": 1e-05, "memory": 18878, "data_time": 0.05232, "loss_rpn_cls": 0.01026, "loss_rpn_bbox": 0.03601, "loss_cls": 0.1471, "acc": 94.3855, "loss_bbox": 0.20029, "loss_mask": 0.21355, "loss": 0.6072, "time": 0.80254}
{"mode": "train", "epoch": 11, "iter": 4800, "lr": 1e-05, "memory": 18878, "data_time": 0.05261, "loss_rpn_cls": 0.01199, "loss_rpn_bbox": 0.03692, "loss_cls": 0.14875, "acc": 94.3501, "loss_bbox": 0.20233, "loss_mask": 0.20825, "loss": 0.60824, "time": 0.81571}
{"mode": "train", "epoch": 11, "iter": 4850, "lr": 1e-05, "memory": 18878, "data_time": 0.06476, "loss_rpn_cls": 0.01214, "loss_rpn_bbox": 0.03737, "loss_cls": 0.14619, "acc": 94.39722, "loss_bbox": 0.19965, "loss_mask": 0.20903, "loss": 0.60439, "time": 0.81328}
{"mode": "train", "epoch": 11, "iter": 4900, "lr": 1e-05, "memory": 18878, "data_time": 0.04773, "loss_rpn_cls": 0.01172, "loss_rpn_bbox": 0.03581, "loss_cls": 0.14621, "acc": 94.3894, "loss_bbox": 0.19554, "loss_mask": 0.20761, "loss": 0.59689, "time": 0.81645}
{"mode": "train", "epoch": 11, "iter": 4950, "lr": 1e-05, "memory": 18878, "data_time": 0.05363, "loss_rpn_cls": 0.01385, "loss_rpn_bbox": 0.04041, "loss_cls": 0.158, "acc": 93.979, "loss_bbox": 0.21107, "loss_mask": 0.21955, "loss": 0.64288, "time": 0.81199}
{"mode": "train", "epoch": 11, "iter": 5000, "lr": 1e-05, "memory": 18878, "data_time": 0.05373, "loss_rpn_cls": 0.01159, "loss_rpn_bbox": 0.03688, "loss_cls": 0.14328, "acc": 94.56177, "loss_bbox": 0.1926, "loss_mask": 0.20692, "loss": 0.59127, "time": 0.80039}
{"mode": "train", "epoch": 11, "iter": 5050, "lr": 1e-05, "memory": 18878, "data_time": 0.04956, "loss_rpn_cls": 0.01152, "loss_rpn_bbox": 0.0365, "loss_cls": 0.14735, "acc": 94.32715, "loss_bbox": 0.20205, "loss_mask": 0.21408, "loss": 0.6115, "time": 0.79823}
{"mode": "train", "epoch": 11, "iter": 5100, "lr": 1e-05, "memory": 18878, "data_time": 0.0588, "loss_rpn_cls": 0.01206, "loss_rpn_bbox": 0.03977, "loss_cls": 0.15021, "acc": 94.19336, "loss_bbox": 0.20599, "loss_mask": 0.2118, "loss": 0.61982, "time": 0.8195}
{"mode": "train", "epoch": 11, "iter": 5150, "lr": 1e-05, "memory": 18878, "data_time": 0.04299, "loss_rpn_cls": 0.01186, "loss_rpn_bbox": 0.03604, "loss_cls": 0.14551, "acc": 94.42773, "loss_bbox": 0.19163, "loss_mask": 0.21206, "loss": 0.5971, "time": 0.7932}
{"mode": "train", "epoch": 11, "iter": 5200, "lr": 1e-05, "memory": 18878, "data_time": 0.05363, "loss_rpn_cls": 0.01226, "loss_rpn_bbox": 0.03507, "loss_cls": 0.14709, "acc": 94.40527, "loss_bbox": 0.20021, "loss_mask": 0.21463, "loss": 0.60926, "time": 0.85415}
{"mode": "train", "epoch": 11, "iter": 5250, "lr": 1e-05, "memory": 18878, "data_time": 0.06082, "loss_rpn_cls": 0.01205, "loss_rpn_bbox": 0.03887, "loss_cls": 0.14914, "acc": 94.2937, "loss_bbox": 0.2015, "loss_mask": 0.21658, "loss": 0.61814, "time": 0.94401}
{"mode": "train", "epoch": 11, "iter": 5300, "lr": 1e-05, "memory": 18878, "data_time": 0.0536, "loss_rpn_cls": 0.01036, "loss_rpn_bbox": 0.03601, "loss_cls": 0.14046, "acc": 94.57275, "loss_bbox": 0.19507, "loss_mask": 0.20727, "loss": 0.58917, "time": 0.80293}
{"mode": "train", "epoch": 11, "iter": 5350, "lr": 1e-05, "memory": 18878, "data_time": 0.04621, "loss_rpn_cls": 0.01143, "loss_rpn_bbox": 0.03595, "loss_cls": 0.1439, "acc": 94.4187, "loss_bbox": 0.19889, "loss_mask": 0.21026, "loss": 0.60043, "time": 0.79248}
{"mode": "train", "epoch": 11, "iter": 5400, "lr": 1e-05, "memory": 18878, "data_time": 0.05419, "loss_rpn_cls": 0.01136, "loss_rpn_bbox": 0.0369, "loss_cls": 0.14424, "acc": 94.42603, "loss_bbox": 0.19658, "loss_mask": 0.21557, "loss": 0.60466, "time": 0.80044}
{"mode": "train", "epoch": 11, "iter": 5450, "lr": 1e-05, "memory": 18878, "data_time": 0.05161, "loss_rpn_cls": 0.01205, "loss_rpn_bbox": 0.03947, "loss_cls": 0.15037, "acc": 94.21704, "loss_bbox": 0.20267, "loss_mask": 0.21262, "loss": 0.61719, "time": 0.81372}
{"mode": "train", "epoch": 11, "iter": 5500, "lr": 1e-05, "memory": 18878, "data_time": 0.04512, "loss_rpn_cls": 0.01333, "loss_rpn_bbox": 0.03673, "loss_cls": 0.15325, "acc": 94.16455, "loss_bbox": 0.20277, "loss_mask": 0.21192, "loss": 0.61799, "time": 0.81177}
{"mode": "train", "epoch": 11, "iter": 5550, "lr": 1e-05, "memory": 18878, "data_time": 0.0628, "loss_rpn_cls": 0.01154, "loss_rpn_bbox": 0.03597, "loss_cls": 0.14763, "acc": 94.28491, "loss_bbox": 0.20315, "loss_mask": 0.20856, "loss": 0.60685, "time": 0.81502}
{"mode": "train", "epoch": 11, "iter": 5600, "lr": 1e-05, "memory": 18878, "data_time": 0.05917, "loss_rpn_cls": 0.01025, "loss_rpn_bbox": 0.03559, "loss_cls": 0.14482, "acc": 94.40234, "loss_bbox": 0.19614, "loss_mask": 0.20885, "loss": 0.59565, "time": 0.89978}
{"mode": "train", "epoch": 11, "iter": 5650, "lr": 1e-05, "memory": 18878, "data_time": 0.042, "loss_rpn_cls": 0.01203, "loss_rpn_bbox": 0.0357, "loss_cls": 0.14887, "acc": 94.25781, "loss_bbox": 0.20127, "loss_mask": 0.21442, "loss": 0.6123, "time": 0.90929}
{"mode": "train", "epoch": 11, "iter": 5700, "lr": 1e-05, "memory": 18878, "data_time": 0.04792, "loss_rpn_cls": 0.01124, "loss_rpn_bbox": 0.03598, "loss_cls": 0.14768, "acc": 94.31006, "loss_bbox": 0.20188, "loss_mask": 0.21304, "loss": 0.60982, "time": 0.8002}
{"mode": "train", "epoch": 11, "iter": 5750, "lr": 1e-05, "memory": 18878, "data_time": 0.06262, "loss_rpn_cls": 0.01187, "loss_rpn_bbox": 0.03693, "loss_cls": 0.15022, "acc": 94.31079, "loss_bbox": 0.20273, "loss_mask": 0.20946, "loss": 0.61121, "time": 0.80558}
{"mode": "train", "epoch": 11, "iter": 5800, "lr": 1e-05, "memory": 18878, "data_time": 0.053, "loss_rpn_cls": 0.01123, "loss_rpn_bbox": 0.03765, "loss_cls": 0.14969, "acc": 94.20898, "loss_bbox": 0.20417, "loss_mask": 0.2133, "loss": 0.61605, "time": 0.80747}
{"mode": "train", "epoch": 11, "iter": 5850, "lr": 1e-05, "memory": 18878, "data_time": 0.04595, "loss_rpn_cls": 0.01199, "loss_rpn_bbox": 0.03819, "loss_cls": 0.14917, "acc": 94.26001, "loss_bbox": 0.20293, "loss_mask": 0.21606, "loss": 0.61834, "time": 0.80235}
{"mode": "train", "epoch": 11, "iter": 5900, "lr": 1e-05, "memory": 18878, "data_time": 0.06533, "loss_rpn_cls": 0.01202, "loss_rpn_bbox": 0.03706, "loss_cls": 0.15456, "acc": 94.15527, "loss_bbox": 0.208, "loss_mask": 0.21393, "loss": 0.62557, "time": 0.82088}
{"mode": "train", "epoch": 11, "iter": 5950, "lr": 1e-05, "memory": 18878, "data_time": 0.04753, "loss_rpn_cls": 0.01082, "loss_rpn_bbox": 0.03581, "loss_cls": 0.13765, "acc": 94.66064, "loss_bbox": 0.19338, "loss_mask": 0.20781, "loss": 0.58547, "time": 0.79812}
{"mode": "train", "epoch": 11, "iter": 6000, "lr": 1e-05, "memory": 18878, "data_time": 0.05435, "loss_rpn_cls": 0.01101, "loss_rpn_bbox": 0.03542, "loss_cls": 0.14351, "acc": 94.51025, "loss_bbox": 0.19474, "loss_mask": 0.20938, "loss": 0.59406, "time": 0.8054}
{"mode": "train", "epoch": 11, "iter": 6050, "lr": 1e-05, "memory": 18878, "data_time": 0.05611, "loss_rpn_cls": 0.01211, "loss_rpn_bbox": 0.03718, "loss_cls": 0.14516, "acc": 94.4751, "loss_bbox": 0.19998, "loss_mask": 0.21025, "loss": 0.60469, "time": 0.81059}
{"mode": "train", "epoch": 11, "iter": 6100, "lr": 1e-05, "memory": 18878, "data_time": 0.05067, "loss_rpn_cls": 0.01366, "loss_rpn_bbox": 0.04148, "loss_cls": 0.1554, "acc": 94.12427, "loss_bbox": 0.20991, "loss_mask": 0.21924, "loss": 0.63969, "time": 0.82516}
{"mode": "train", "epoch": 11, "iter": 6150, "lr": 1e-05, "memory": 18878, "data_time": 0.03844, "loss_rpn_cls": 0.01237, "loss_rpn_bbox": 0.03548, "loss_cls": 0.14356, "acc": 94.49121, "loss_bbox": 0.19736, "loss_mask": 0.20895, "loss": 0.59773, "time": 0.81089}
{"mode": "train", "epoch": 11, "iter": 6200, "lr": 1e-05, "memory": 18878, "data_time": 0.05744, "loss_rpn_cls": 0.01271, "loss_rpn_bbox": 0.03726, "loss_cls": 0.14685, "acc": 94.33374, "loss_bbox": 0.20102, "loss_mask": 0.21282, "loss": 0.61065, "time": 0.8123}
{"mode": "train", "epoch": 11, "iter": 6250, "lr": 1e-05, "memory": 18878, "data_time": 0.0381, "loss_rpn_cls": 0.0118, "loss_rpn_bbox": 0.03916, "loss_cls": 0.14413, "acc": 94.49951, "loss_bbox": 0.19235, "loss_mask": 0.20737, "loss": 0.59482, "time": 0.86603}
{"mode": "train", "epoch": 11, "iter": 6300, "lr": 1e-05, "memory": 18878, "data_time": 0.04859, "loss_rpn_cls": 0.01271, "loss_rpn_bbox": 0.0391, "loss_cls": 0.15221, "acc": 94.13306, "loss_bbox": 0.20408, "loss_mask": 0.21506, "loss": 0.62315, "time": 0.9578}
{"mode": "train", "epoch": 11, "iter": 6350, "lr": 1e-05, "memory": 18878, "data_time": 0.05472, "loss_rpn_cls": 0.01288, "loss_rpn_bbox": 0.03881, "loss_cls": 0.15688, "acc": 93.99976, "loss_bbox": 0.21143, "loss_mask": 0.22044, "loss": 0.64044, "time": 0.81522}
{"mode": "train", "epoch": 11, "iter": 6400, "lr": 1e-05, "memory": 18878, "data_time": 0.0447, "loss_rpn_cls": 0.01104, "loss_rpn_bbox": 0.03609, "loss_cls": 0.14706, "acc": 94.37988, "loss_bbox": 0.19864, "loss_mask": 0.20879, "loss": 0.60162, "time": 0.8083}
{"mode": "train", "epoch": 11, "iter": 6450, "lr": 1e-05, "memory": 18878, "data_time": 0.06108, "loss_rpn_cls": 0.0122, "loss_rpn_bbox": 0.03623, "loss_cls": 0.14444, "acc": 94.47583, "loss_bbox": 0.19565, "loss_mask": 0.20919, "loss": 0.59771, "time": 0.7984}
{"mode": "train", "epoch": 11, "iter": 6500, "lr": 1e-05, "memory": 18878, "data_time": 0.05399, "loss_rpn_cls": 0.0113, "loss_rpn_bbox": 0.03778, "loss_cls": 0.14359, "acc": 94.54395, "loss_bbox": 0.19252, "loss_mask": 0.21363, "loss": 0.59881, "time": 0.79999}
{"mode": "train", "epoch": 11, "iter": 6550, "lr": 1e-05, "memory": 18878, "data_time": 0.05692, "loss_rpn_cls": 0.01194, "loss_rpn_bbox": 0.03745, "loss_cls": 0.15319, "acc": 94.14966, "loss_bbox": 0.20578, "loss_mask": 0.21118, "loss": 0.61954, "time": 0.81066}
{"mode": "train", "epoch": 11, "iter": 6600, "lr": 1e-05, "memory": 18878, "data_time": 0.04821, "loss_rpn_cls": 0.01167, "loss_rpn_bbox": 0.03656, "loss_cls": 0.14474, "acc": 94.44775, "loss_bbox": 0.20108, "loss_mask": 0.21058, "loss": 0.60464, "time": 0.80076}
{"mode": "train", "epoch": 11, "iter": 6650, "lr": 1e-05, "memory": 18878, "data_time": 0.05831, "loss_rpn_cls": 0.01315, "loss_rpn_bbox": 0.03782, "loss_cls": 0.14996, "acc": 94.20361, "loss_bbox": 0.20655, "loss_mask": 0.21443, "loss": 0.62191, "time": 0.88853}
{"mode": "train", "epoch": 11, "iter": 6700, "lr": 1e-05, "memory": 18878, "data_time": 0.05073, "loss_rpn_cls": 0.01201, "loss_rpn_bbox": 0.0358, "loss_cls": 0.15136, "acc": 94.17188, "loss_bbox": 0.20607, "loss_mask": 0.21806, "loss": 0.62329, "time": 0.90985}
{"mode": "train", "epoch": 11, "iter": 6750, "lr": 1e-05, "memory": 18878, "data_time": 0.04582, "loss_rpn_cls": 0.01124, "loss_rpn_bbox": 0.03519, "loss_cls": 0.13794, "acc": 94.74487, "loss_bbox": 0.18871, "loss_mask": 0.20579, "loss": 0.57887, "time": 0.80073}
{"mode": "train", "epoch": 11, "iter": 6800, "lr": 1e-05, "memory": 18878, "data_time": 0.04486, "loss_rpn_cls": 0.01193, "loss_rpn_bbox": 0.03983, "loss_cls": 0.15046, "acc": 94.23926, "loss_bbox": 0.20832, "loss_mask": 0.21405, "loss": 0.62458, "time": 0.80871}
{"mode": "train", "epoch": 11, "iter": 6850, "lr": 1e-05, "memory": 18878, "data_time": 0.04999, "loss_rpn_cls": 0.01123, "loss_rpn_bbox": 0.03668, "loss_cls": 0.14036, "acc": 94.62158, "loss_bbox": 0.19521, "loss_mask": 0.20558, "loss": 0.58906, "time": 0.82005}
{"mode": "train", "epoch": 11, "iter": 6900, "lr": 1e-05, "memory": 18878, "data_time": 0.04999, "loss_rpn_cls": 0.01145, "loss_rpn_bbox": 0.03655, "loss_cls": 0.15114, "acc": 94.21143, "loss_bbox": 0.20535, "loss_mask": 0.21651, "loss": 0.62099, "time": 0.80838}
{"mode": "train", "epoch": 11, "iter": 6950, "lr": 1e-05, "memory": 18878, "data_time": 0.04752, "loss_rpn_cls": 0.01159, "loss_rpn_bbox": 0.03682, "loss_cls": 0.14712, "acc": 94.36914, "loss_bbox": 0.20142, "loss_mask": 0.20842, "loss": 0.60537, "time": 0.80397}
{"mode": "train", "epoch": 11, "iter": 7000, "lr": 1e-05, "memory": 18878, "data_time": 0.04466, "loss_rpn_cls": 0.01055, "loss_rpn_bbox": 0.035, "loss_cls": 0.13756, "acc": 94.72778, "loss_bbox": 0.18934, "loss_mask": 0.21122, "loss": 0.58367, "time": 0.81046}
{"mode": "train", "epoch": 11, "iter": 7050, "lr": 1e-05, "memory": 18878, "data_time": 0.05592, "loss_rpn_cls": 0.01172, "loss_rpn_bbox": 0.0386, "loss_cls": 0.14914, "acc": 94.30151, "loss_bbox": 0.20644, "loss_mask": 0.21775, "loss": 0.62366, "time": 0.81878}
{"mode": "train", "epoch": 11, "iter": 7100, "lr": 1e-05, "memory": 18878, "data_time": 0.05926, "loss_rpn_cls": 0.01216, "loss_rpn_bbox": 0.0398, "loss_cls": 0.15565, "acc": 94.03003, "loss_bbox": 0.21202, "loss_mask": 0.21464, "loss": 0.63428, "time": 0.80467}
{"mode": "train", "epoch": 11, "iter": 7150, "lr": 1e-05, "memory": 18878, "data_time": 0.0448, "loss_rpn_cls": 0.01182, "loss_rpn_bbox": 0.03697, "loss_cls": 0.147, "acc": 94.36182, "loss_bbox": 0.20086, "loss_mask": 0.21458, "loss": 0.61123, "time": 0.80509}
{"mode": "train", "epoch": 11, "iter": 7200, "lr": 1e-05, "memory": 18878, "data_time": 0.05746, "loss_rpn_cls": 0.0111, "loss_rpn_bbox": 0.03656, "loss_cls": 0.14406, "acc": 94.51318, "loss_bbox": 0.19952, "loss_mask": 0.21253, "loss": 0.60376, "time": 0.80747}
{"mode": "train", "epoch": 11, "iter": 7250, "lr": 1e-05, "memory": 18878, "data_time": 0.05372, "loss_rpn_cls": 0.0125, "loss_rpn_bbox": 0.03699, "loss_cls": 0.14599, "acc": 94.44043, "loss_bbox": 0.19769, "loss_mask": 0.21399, "loss": 0.60717, "time": 0.81051}
{"mode": "train", "epoch": 11, "iter": 7300, "lr": 1e-05, "memory": 18878, "data_time": 0.05419, "loss_rpn_cls": 0.01226, "loss_rpn_bbox": 0.03957, "loss_cls": 0.15166, "acc": 94.19312, "loss_bbox": 0.20352, "loss_mask": 0.2136, "loss": 0.62061, "time": 0.84814}
{"mode": "val", "epoch": 11, "iter": 625, "lr": 1e-05, "bbox_mAP": 0.492, "bbox_mAP_50": 0.717, "bbox_mAP_75": 0.54, "bbox_mAP_s": 0.302, "bbox_mAP_m": 0.537, "bbox_mAP_l": 0.668, "bbox_mAP_copypaste": "0.492 0.717 0.540 0.302 0.537 0.668", "segm_mAP": 0.436, "segm_mAP_50": 0.682, "segm_mAP_75": 0.466, "segm_mAP_s": 0.216, "segm_mAP_m": 0.473, "segm_mAP_l": 0.652, "segm_mAP_copypaste": "0.436 0.682 0.466 0.216 0.473 0.652"}
{"mode": "train", "epoch": 12, "iter": 50, "lr": 0.0, "memory": 18878, "data_time": 0.13418, "loss_rpn_cls": 0.01048, "loss_rpn_bbox": 0.03734, "loss_cls": 0.14221, "acc": 94.61719, "loss_bbox": 0.19353, "loss_mask": 0.21039, "loss": 0.59395, "time": 1.06003}
{"mode": "train", "epoch": 12, "iter": 100, "lr": 0.0, "memory": 18878, "data_time": 0.05026, "loss_rpn_cls": 0.0114, "loss_rpn_bbox": 0.03756, "loss_cls": 0.148, "acc": 94.36646, "loss_bbox": 0.19565, "loss_mask": 0.20893, "loss": 0.60154, "time": 0.91332}
{"mode": "train", "epoch": 12, "iter": 150, "lr": 0.0, "memory": 18878, "data_time": 0.05545, "loss_rpn_cls": 0.01159, "loss_rpn_bbox": 0.03643, "loss_cls": 0.14046, "acc": 94.52637, "loss_bbox": 0.19334, "loss_mask": 0.20577, "loss": 0.58759, "time": 0.83222}
{"mode": "train", "epoch": 12, "iter": 200, "lr": 0.0, "memory": 18878, "data_time": 0.05333, "loss_rpn_cls": 0.01089, "loss_rpn_bbox": 0.03571, "loss_cls": 0.14306, "acc": 94.55078, "loss_bbox": 0.19469, "loss_mask": 0.21126, "loss": 0.5956, "time": 0.80899}
{"mode": "train", "epoch": 12, "iter": 250, "lr": 0.0, "memory": 18878, "data_time": 0.05052, "loss_rpn_cls": 0.01047, "loss_rpn_bbox": 0.03657, "loss_cls": 0.14297, "acc": 94.55225, "loss_bbox": 0.19499, "loss_mask": 0.20724, "loss": 0.59224, "time": 0.80851}
{"mode": "train", "epoch": 12, "iter": 300, "lr": 0.0, "memory": 18878, "data_time": 0.05435, "loss_rpn_cls": 0.01117, "loss_rpn_bbox": 0.03588, "loss_cls": 0.14062, "acc": 94.66187, "loss_bbox": 0.19217, "loss_mask": 0.20693, "loss": 0.58677, "time": 0.81341}
{"mode": "train", "epoch": 12, "iter": 350, "lr": 0.0, "memory": 18878, "data_time": 0.04562, "loss_rpn_cls": 0.01173, "loss_rpn_bbox": 0.038, "loss_cls": 0.14482, "acc": 94.34448, "loss_bbox": 0.19996, "loss_mask": 0.2127, "loss": 0.60722, "time": 0.81159}
{"mode": "train", "epoch": 12, "iter": 400, "lr": 0.0, "memory": 18878, "data_time": 0.04874, "loss_rpn_cls": 0.01176, "loss_rpn_bbox": 0.03636, "loss_cls": 0.14712, "acc": 94.4292, "loss_bbox": 0.19701, "loss_mask": 0.21301, "loss": 0.60527, "time": 0.81682}
{"mode": "train", "epoch": 12, "iter": 450, "lr": 0.0, "memory": 18878, "data_time": 0.04907, "loss_rpn_cls": 0.01134, "loss_rpn_bbox": 0.03782, "loss_cls": 0.14021, "acc": 94.58936, "loss_bbox": 0.19191, "loss_mask": 0.20706, "loss": 0.58834, "time": 0.81368}
{"mode": "train", "epoch": 12, "iter": 500, "lr": 0.0, "memory": 18878, "data_time": 0.05241, "loss_rpn_cls": 0.01101, "loss_rpn_bbox": 0.03631, "loss_cls": 0.14297, "acc": 94.52515, "loss_bbox": 0.19396, "loss_mask": 0.20785, "loss": 0.59211, "time": 0.83235}
{"mode": "train", "epoch": 12, "iter": 550, "lr": 0.0, "memory": 18878, "data_time": 0.0484, "loss_rpn_cls": 0.01112, "loss_rpn_bbox": 0.03685, "loss_cls": 0.14717, "acc": 94.32666, "loss_bbox": 0.20204, "loss_mask": 0.21123, "loss": 0.6084, "time": 0.82062}
{"mode": "train", "epoch": 12, "iter": 600, "lr": 0.0, "memory": 18878, "data_time": 0.04576, "loss_rpn_cls": 0.0115, "loss_rpn_bbox": 0.03658, "loss_cls": 0.14227, "acc": 94.50098, "loss_bbox": 0.19368, "loss_mask": 0.20824, "loss": 0.59228, "time": 0.81144}
{"mode": "train", "epoch": 12, "iter": 650, "lr": 0.0, "memory": 18878, "data_time": 0.05421, "loss_rpn_cls": 0.01169, "loss_rpn_bbox": 0.03672, "loss_cls": 0.14173, "acc": 94.49341, "loss_bbox": 0.19625, "loss_mask": 0.21118, "loss": 0.59758, "time": 0.83086}
{"mode": "train", "epoch": 12, "iter": 700, "lr": 0.0, "memory": 18878, "data_time": 0.04673, "loss_rpn_cls": 0.01129, "loss_rpn_bbox": 0.03783, "loss_cls": 0.14692, "acc": 94.30762, "loss_bbox": 0.20182, "loss_mask": 0.21664, "loss": 0.61451, "time": 0.82807}
{"mode": "train", "epoch": 12, "iter": 750, "lr": 0.0, "memory": 18878, "data_time": 0.06383, "loss_rpn_cls": 0.01307, "loss_rpn_bbox": 0.03882, "loss_cls": 0.14872, "acc": 94.25854, "loss_bbox": 0.20154, "loss_mask": 0.21439, "loss": 0.61653, "time": 0.83319}
{"mode": "train", "epoch": 12, "iter": 800, "lr": 0.0, "memory": 18878, "data_time": 0.0457, "loss_rpn_cls": 0.01198, "loss_rpn_bbox": 0.03739, "loss_cls": 0.1467, "acc": 94.37476, "loss_bbox": 0.20069, "loss_mask": 0.21493, "loss": 0.6117, "time": 0.82147}
{"mode": "train", "epoch": 12, "iter": 850, "lr": 0.0, "memory": 18878, "data_time": 0.04243, "loss_rpn_cls": 0.01112, "loss_rpn_bbox": 0.03494, "loss_cls": 0.14157, "acc": 94.5918, "loss_bbox": 0.19739, "loss_mask": 0.21285, "loss": 0.59786, "time": 0.85666}
{"mode": "train", "epoch": 12, "iter": 900, "lr": 0.0, "memory": 18878, "data_time": 0.05735, "loss_rpn_cls": 0.01243, "loss_rpn_bbox": 0.0394, "loss_cls": 0.15118, "acc": 94.12842, "loss_bbox": 0.20906, "loss_mask": 0.212, "loss": 0.62408, "time": 0.97043}
{"mode": "train", "epoch": 12, "iter": 950, "lr": 0.0, "memory": 18878, "data_time": 0.03894, "loss_rpn_cls": 0.01102, "loss_rpn_bbox": 0.04036, "loss_cls": 0.15163, "acc": 94.20142, "loss_bbox": 0.20752, "loss_mask": 0.2158, "loss": 0.62633, "time": 0.80889}
{"mode": "train", "epoch": 12, "iter": 1000, "lr": 0.0, "memory": 18878, "data_time": 0.05283, "loss_rpn_cls": 0.01102, "loss_rpn_bbox": 0.03729, "loss_cls": 0.14938, "acc": 94.23389, "loss_bbox": 0.20043, "loss_mask": 0.21196, "loss": 0.61009, "time": 0.8191}
{"mode": "train", "epoch": 12, "iter": 1050, "lr": 0.0, "memory": 18878, "data_time": 0.05399, "loss_rpn_cls": 0.01149, "loss_rpn_bbox": 0.03547, "loss_cls": 0.14002, "acc": 94.58203, "loss_bbox": 0.19367, "loss_mask": 0.20613, "loss": 0.58677, "time": 0.85903}
{"mode": "train", "epoch": 12, "iter": 1100, "lr": 0.0, "memory": 18878, "data_time": 0.05527, "loss_rpn_cls": 0.01069, "loss_rpn_bbox": 0.03689, "loss_cls": 0.14458, "acc": 94.43945, "loss_bbox": 0.20102, "loss_mask": 0.21396, "loss": 0.60715, "time": 0.86686}
{"mode": "train", "epoch": 12, "iter": 1150, "lr": 0.0, "memory": 18878, "data_time": 0.04339, "loss_rpn_cls": 0.01071, "loss_rpn_bbox": 0.03551, "loss_cls": 0.13855, "acc": 94.61865, "loss_bbox": 0.18978, "loss_mask": 0.20858, "loss": 0.58314, "time": 0.90686}
{"mode": "train", "epoch": 12, "iter": 1200, "lr": 0.0, "memory": 18878, "data_time": 0.06265, "loss_rpn_cls": 0.01219, "loss_rpn_bbox": 0.03771, "loss_cls": 0.1465, "acc": 94.37085, "loss_bbox": 0.20193, "loss_mask": 0.2064, "loss": 0.60473, "time": 0.83295}
{"mode": "train", "epoch": 12, "iter": 1250, "lr": 0.0, "memory": 18878, "data_time": 0.04739, "loss_rpn_cls": 0.01254, "loss_rpn_bbox": 0.03631, "loss_cls": 0.14841, "acc": 94.40527, "loss_bbox": 0.20183, "loss_mask": 0.21307, "loss": 0.61216, "time": 0.81115}
{"mode": "train", "epoch": 12, "iter": 1300, "lr": 0.0, "memory": 18878, "data_time": 0.05, "loss_rpn_cls": 0.01126, "loss_rpn_bbox": 0.03613, "loss_cls": 0.14657, "acc": 94.37085, "loss_bbox": 0.19847, "loss_mask": 0.21398, "loss": 0.60642, "time": 0.82954}
{"mode": "train", "epoch": 12, "iter": 1350, "lr": 0.0, "memory": 18878, "data_time": 0.05079, "loss_rpn_cls": 0.0109, "loss_rpn_bbox": 0.03467, "loss_cls": 0.14132, "acc": 94.53638, "loss_bbox": 0.19348, "loss_mask": 0.21094, "loss": 0.59131, "time": 0.81697}
{"mode": "train", "epoch": 12, "iter": 1400, "lr": 0.0, "memory": 18878, "data_time": 0.04292, "loss_rpn_cls": 0.01022, "loss_rpn_bbox": 0.03476, "loss_cls": 0.13682, "acc": 94.6814, "loss_bbox": 0.19025, "loss_mask": 0.20982, "loss": 0.58187, "time": 0.81246}
{"mode": "train", "epoch": 12, "iter": 1450, "lr": 0.0, "memory": 18878, "data_time": 0.04575, "loss_rpn_cls": 0.01189, "loss_rpn_bbox": 0.0385, "loss_cls": 0.14347, "acc": 94.49219, "loss_bbox": 0.20119, "loss_mask": 0.21048, "loss": 0.60553, "time": 0.80995}
{"mode": "train", "epoch": 12, "iter": 1500, "lr": 0.0, "memory": 18878, "data_time": 0.05219, "loss_rpn_cls": 0.01196, "loss_rpn_bbox": 0.03781, "loss_cls": 0.1493, "acc": 94.2439, "loss_bbox": 0.20436, "loss_mask": 0.21704, "loss": 0.62048, "time": 0.81807}
{"mode": "train", "epoch": 12, "iter": 1550, "lr": 0.0, "memory": 18878, "data_time": 0.05073, "loss_rpn_cls": 0.01209, "loss_rpn_bbox": 0.0382, "loss_cls": 0.15094, "acc": 94.20337, "loss_bbox": 0.20447, "loss_mask": 0.21268, "loss": 0.61839, "time": 0.8263}
{"mode": "train", "epoch": 12, "iter": 1600, "lr": 0.0, "memory": 18878, "data_time": 0.04721, "loss_rpn_cls": 0.01163, "loss_rpn_bbox": 0.03877, "loss_cls": 0.15012, "acc": 94.28271, "loss_bbox": 0.20013, "loss_mask": 0.21319, "loss": 0.61384, "time": 0.81583}
{"mode": "train", "epoch": 12, "iter": 1650, "lr": 0.0, "memory": 18878, "data_time": 0.05492, "loss_rpn_cls": 0.01077, "loss_rpn_bbox": 0.0362, "loss_cls": 0.14482, "acc": 94.45801, "loss_bbox": 0.19878, "loss_mask": 0.20873, "loss": 0.59929, "time": 0.81985}
{"mode": "train", "epoch": 12, "iter": 1700, "lr": 0.0, "memory": 18878, "data_time": 0.04671, "loss_rpn_cls": 0.01176, "loss_rpn_bbox": 0.03717, "loss_cls": 0.14445, "acc": 94.44702, "loss_bbox": 0.19762, "loss_mask": 0.20967, "loss": 0.60067, "time": 0.81961}
{"mode": "train", "epoch": 12, "iter": 1750, "lr": 0.0, "memory": 18878, "data_time": 0.044, "loss_rpn_cls": 0.0121, "loss_rpn_bbox": 0.03859, "loss_cls": 0.14679, "acc": 94.33887, "loss_bbox": 0.20545, "loss_mask": 0.21378, "loss": 0.61671, "time": 0.82545}
{"mode": "train", "epoch": 12, "iter": 1800, "lr": 0.0, "memory": 18878, "data_time": 0.0476, "loss_rpn_cls": 0.01039, "loss_rpn_bbox": 0.0353, "loss_cls": 0.13795, "acc": 94.68359, "loss_bbox": 0.18924, "loss_mask": 0.20811, "loss": 0.58099, "time": 0.82513}
{"mode": "train", "epoch": 12, "iter": 1850, "lr": 0.0, "memory": 18878, "data_time": 0.0513, "loss_rpn_cls": 0.01047, "loss_rpn_bbox": 0.03658, "loss_cls": 0.14243, "acc": 94.52075, "loss_bbox": 0.197, "loss_mask": 0.21346, "loss": 0.59994, "time": 0.82385}
{"mode": "train", "epoch": 12, "iter": 1900, "lr": 0.0, "memory": 18878, "data_time": 0.04424, "loss_rpn_cls": 0.01216, "loss_rpn_bbox": 0.0377, "loss_cls": 0.14544, "acc": 94.43188, "loss_bbox": 0.20169, "loss_mask": 0.213, "loss": 0.60998, "time": 0.85473}
{"mode": "train", "epoch": 12, "iter": 1950, "lr": 0.0, "memory": 18878, "data_time": 0.04225, "loss_rpn_cls": 0.01166, "loss_rpn_bbox": 0.03993, "loss_cls": 0.14911, "acc": 94.26172, "loss_bbox": 0.2059, "loss_mask": 0.21479, "loss": 0.62138, "time": 0.96332}
{"mode": "train", "epoch": 12, "iter": 2000, "lr": 0.0, "memory": 18878, "data_time": 0.04197, "loss_rpn_cls": 0.01153, "loss_rpn_bbox": 0.03696, "loss_cls": 0.1459, "acc": 94.34375, "loss_bbox": 0.20287, "loss_mask": 0.21365, "loss": 0.61091, "time": 0.82218}
{"mode": "train", "epoch": 12, "iter": 2050, "lr": 0.0, "memory": 18878, "data_time": 0.05073, "loss_rpn_cls": 0.01086, "loss_rpn_bbox": 0.0368, "loss_cls": 0.14645, "acc": 94.35742, "loss_bbox": 0.20097, "loss_mask": 0.20956, "loss": 0.60464, "time": 0.81872}
{"mode": "train", "epoch": 12, "iter": 2100, "lr": 0.0, "memory": 18878, "data_time": 0.04879, "loss_rpn_cls": 0.01111, "loss_rpn_bbox": 0.03688, "loss_cls": 0.14379, "acc": 94.49951, "loss_bbox": 0.19799, "loss_mask": 0.20804, "loss": 0.59782, "time": 0.86181}
{"mode": "train", "epoch": 12, "iter": 2150, "lr": 0.0, "memory": 18878, "data_time": 0.055, "loss_rpn_cls": 0.01162, "loss_rpn_bbox": 0.03817, "loss_cls": 0.14489, "acc": 94.32812, "loss_bbox": 0.19884, "loss_mask": 0.20985, "loss": 0.60337, "time": 0.90971}
{"mode": "train", "epoch": 12, "iter": 2200, "lr": 0.0, "memory": 18878, "data_time": 0.03981, "loss_rpn_cls": 0.01183, "loss_rpn_bbox": 0.03764, "loss_cls": 0.14902, "acc": 94.30078, "loss_bbox": 0.20231, "loss_mask": 0.21291, "loss": 0.61371, "time": 0.91506}
{"mode": "train", "epoch": 12, "iter": 2250, "lr": 0.0, "memory": 18878, "data_time": 0.04222, "loss_rpn_cls": 0.01152, "loss_rpn_bbox": 0.03676, "loss_cls": 0.14673, "acc": 94.36548, "loss_bbox": 0.19601, "loss_mask": 0.2122, "loss": 0.60322, "time": 0.81232}
{"mode": "train", "epoch": 12, "iter": 2300, "lr": 0.0, "memory": 18878, "data_time": 0.04847, "loss_rpn_cls": 0.01156, "loss_rpn_bbox": 0.03724, "loss_cls": 0.14617, "acc": 94.40332, "loss_bbox": 0.19746, "loss_mask": 0.21092, "loss": 0.60336, "time": 0.82154}
{"mode": "train", "epoch": 12, "iter": 2350, "lr": 0.0, "memory": 18878, "data_time": 0.05802, "loss_rpn_cls": 0.0114, "loss_rpn_bbox": 0.03752, "loss_cls": 0.14871, "acc": 94.25806, "loss_bbox": 0.19929, "loss_mask": 0.21442, "loss": 0.61134, "time": 0.82614}
{"mode": "train", "epoch": 12, "iter": 2400, "lr": 0.0, "memory": 18878, "data_time": 0.04587, "loss_rpn_cls": 0.01134, "loss_rpn_bbox": 0.03625, "loss_cls": 0.14681, "acc": 94.3667, "loss_bbox": 0.2001, "loss_mask": 0.21313, "loss": 0.60762, "time": 0.8083}
{"mode": "train", "epoch": 12, "iter": 2450, "lr": 0.0, "memory": 18878, "data_time": 0.04336, "loss_rpn_cls": 0.01071, "loss_rpn_bbox": 0.03647, "loss_cls": 0.14685, "acc": 94.35352, "loss_bbox": 0.19903, "loss_mask": 0.21072, "loss": 0.60378, "time": 0.81787}
{"mode": "train", "epoch": 12, "iter": 2500, "lr": 0.0, "memory": 18878, "data_time": 0.03437, "loss_rpn_cls": 0.01013, "loss_rpn_bbox": 0.03474, "loss_cls": 0.14232, "acc": 94.54492, "loss_bbox": 0.1956, "loss_mask": 0.20905, "loss": 0.59185, "time": 0.81275}
{"mode": "train", "epoch": 12, "iter": 2550, "lr": 0.0, "memory": 18878, "data_time": 0.04646, "loss_rpn_cls": 0.01076, "loss_rpn_bbox": 0.03556, "loss_cls": 0.14004, "acc": 94.55493, "loss_bbox": 0.18966, "loss_mask": 0.20853, "loss": 0.58454, "time": 0.80178}
{"mode": "train", "epoch": 12, "iter": 2600, "lr": 0.0, "memory": 18878, "data_time": 0.04945, "loss_rpn_cls": 0.0109, "loss_rpn_bbox": 0.03475, "loss_cls": 0.13752, "acc": 94.70386, "loss_bbox": 0.18851, "loss_mask": 0.20372, "loss": 0.57539, "time": 0.81076}
{"mode": "train", "epoch": 12, "iter": 2650, "lr": 0.0, "memory": 18878, "data_time": 0.05765, "loss_rpn_cls": 0.01214, "loss_rpn_bbox": 0.03697, "loss_cls": 0.145, "acc": 94.47559, "loss_bbox": 0.19875, "loss_mask": 0.20901, "loss": 0.60186, "time": 0.81658}
{"mode": "train", "epoch": 12, "iter": 2700, "lr": 0.0, "memory": 18878, "data_time": 0.06463, "loss_rpn_cls": 0.01123, "loss_rpn_bbox": 0.03892, "loss_cls": 0.14592, "acc": 94.33276, "loss_bbox": 0.20191, "loss_mask": 0.21009, "loss": 0.60807, "time": 0.82746}
{"mode": "train", "epoch": 12, "iter": 2750, "lr": 0.0, "memory": 18878, "data_time": 0.04567, "loss_rpn_cls": 0.00989, "loss_rpn_bbox": 0.03556, "loss_cls": 0.14054, "acc": 94.56543, "loss_bbox": 0.19587, "loss_mask": 0.20503, "loss": 0.58688, "time": 0.81064}
{"mode": "train", "epoch": 12, "iter": 2800, "lr": 0.0, "memory": 18878, "data_time": 0.03952, "loss_rpn_cls": 0.0106, "loss_rpn_bbox": 0.03547, "loss_cls": 0.13928, "acc": 94.60205, "loss_bbox": 0.19036, "loss_mask": 0.20575, "loss": 0.58146, "time": 0.81004}
{"mode": "train", "epoch": 12, "iter": 2850, "lr": 0.0, "memory": 18878, "data_time": 0.04844, "loss_rpn_cls": 0.01183, "loss_rpn_bbox": 0.03606, "loss_cls": 0.13981, "acc": 94.62476, "loss_bbox": 0.18942, "loss_mask": 0.20828, "loss": 0.58539, "time": 0.79647}
{"mode": "train", "epoch": 12, "iter": 2900, "lr": 0.0, "memory": 18878, "data_time": 0.05243, "loss_rpn_cls": 0.01164, "loss_rpn_bbox": 0.03592, "loss_cls": 0.14683, "acc": 94.31006, "loss_bbox": 0.20045, "loss_mask": 0.21523, "loss": 0.61007, "time": 0.81481}
{"mode": "train", "epoch": 12, "iter": 2950, "lr": 0.0, "memory": 18878, "data_time": 0.05354, "loss_rpn_cls": 0.01107, "loss_rpn_bbox": 0.03715, "loss_cls": 0.14282, "acc": 94.53613, "loss_bbox": 0.19651, "loss_mask": 0.2129, "loss": 0.60045, "time": 0.86707}
{"mode": "train", "epoch": 12, "iter": 3000, "lr": 0.0, "memory": 18878, "data_time": 0.06205, "loss_rpn_cls": 0.01088, "loss_rpn_bbox": 0.03602, "loss_cls": 0.14137, "acc": 94.58716, "loss_bbox": 0.19908, "loss_mask": 0.21665, "loss": 0.60399, "time": 0.96031}
{"mode": "train", "epoch": 12, "iter": 3050, "lr": 0.0, "memory": 18878, "data_time": 0.05329, "loss_rpn_cls": 0.01338, "loss_rpn_bbox": 0.03936, "loss_cls": 0.14794, "acc": 94.31763, "loss_bbox": 0.20668, "loss_mask": 0.21525, "loss": 0.6226, "time": 0.82607}
{"mode": "train", "epoch": 12, "iter": 3100, "lr": 0.0, "memory": 18878, "data_time": 0.04992, "loss_rpn_cls": 0.01223, "loss_rpn_bbox": 0.03791, "loss_cls": 0.14934, "acc": 94.2561, "loss_bbox": 0.20423, "loss_mask": 0.21306, "loss": 0.61677, "time": 0.82803}
{"mode": "train", "epoch": 12, "iter": 3150, "lr": 0.0, "memory": 18878, "data_time": 0.06006, "loss_rpn_cls": 0.01131, "loss_rpn_bbox": 0.03792, "loss_cls": 0.14585, "acc": 94.37427, "loss_bbox": 0.20077, "loss_mask": 0.21273, "loss": 0.60858, "time": 0.86536}
{"mode": "train", "epoch": 12, "iter": 3200, "lr": 0.0, "memory": 18878, "data_time": 0.0476, "loss_rpn_cls": 0.01074, "loss_rpn_bbox": 0.03567, "loss_cls": 0.13766, "acc": 94.71484, "loss_bbox": 0.19106, "loss_mask": 0.20625, "loss": 0.58138, "time": 0.96247}
{"mode": "train", "epoch": 12, "iter": 3250, "lr": 0.0, "memory": 18878, "data_time": 0.0435, "loss_rpn_cls": 0.01185, "loss_rpn_bbox": 0.03889, "loss_cls": 0.14287, "acc": 94.53882, "loss_bbox": 0.20097, "loss_mask": 0.21167, "loss": 0.60625, "time": 0.81768}
{"mode": "train", "epoch": 12, "iter": 3300, "lr": 0.0, "memory": 18878, "data_time": 0.04392, "loss_rpn_cls": 0.0113, "loss_rpn_bbox": 0.03677, "loss_cls": 0.14213, "acc": 94.51782, "loss_bbox": 0.19214, "loss_mask": 0.2113, "loss": 0.59363, "time": 0.80432}
{"mode": "train", "epoch": 12, "iter": 3350, "lr": 0.0, "memory": 18878, "data_time": 0.05097, "loss_rpn_cls": 0.01136, "loss_rpn_bbox": 0.03479, "loss_cls": 0.14158, "acc": 94.60083, "loss_bbox": 0.18838, "loss_mask": 0.20602, "loss": 0.58213, "time": 0.81742}
{"mode": "train", "epoch": 12, "iter": 3400, "lr": 0.0, "memory": 18878, "data_time": 0.05044, "loss_rpn_cls": 0.01263, "loss_rpn_bbox": 0.03996, "loss_cls": 0.15199, "acc": 94.15063, "loss_bbox": 0.20565, "loss_mask": 0.21227, "loss": 0.6225, "time": 0.82705}
{"mode": "train", "epoch": 12, "iter": 3450, "lr": 0.0, "memory": 18878, "data_time": 0.0558, "loss_rpn_cls": 0.01063, "loss_rpn_bbox": 0.03486, "loss_cls": 0.13987, "acc": 94.63599, "loss_bbox": 0.19504, "loss_mask": 0.21066, "loss": 0.59106, "time": 0.81998}
{"mode": "train", "epoch": 12, "iter": 3500, "lr": 0.0, "memory": 18878, "data_time": 0.05156, "loss_rpn_cls": 0.01099, "loss_rpn_bbox": 0.03772, "loss_cls": 0.14669, "acc": 94.32373, "loss_bbox": 0.20087, "loss_mask": 0.21293, "loss": 0.60921, "time": 0.81165}
{"mode": "train", "epoch": 12, "iter": 3550, "lr": 0.0, "memory": 18878, "data_time": 0.04282, "loss_rpn_cls": 0.01139, "loss_rpn_bbox": 0.03574, "loss_cls": 0.14144, "acc": 94.552, "loss_bbox": 0.19363, "loss_mask": 0.20562, "loss": 0.58782, "time": 0.81183}
{"mode": "train", "epoch": 12, "iter": 3600, "lr": 0.0, "memory": 18878, "data_time": 0.05936, "loss_rpn_cls": 0.01117, "loss_rpn_bbox": 0.03765, "loss_cls": 0.14623, "acc": 94.29492, "loss_bbox": 0.19994, "loss_mask": 0.21217, "loss": 0.60716, "time": 0.82264}
{"mode": "train", "epoch": 12, "iter": 3650, "lr": 0.0, "memory": 18878, "data_time": 0.06482, "loss_rpn_cls": 0.0111, "loss_rpn_bbox": 0.03414, "loss_cls": 0.13238, "acc": 94.87231, "loss_bbox": 0.18296, "loss_mask": 0.20665, "loss": 0.56723, "time": 0.8021}
{"mode": "train", "epoch": 12, "iter": 3700, "lr": 0.0, "memory": 18878, "data_time": 0.05681, "loss_rpn_cls": 0.01215, "loss_rpn_bbox": 0.03583, "loss_cls": 0.14887, "acc": 94.18115, "loss_bbox": 0.20533, "loss_mask": 0.21174, "loss": 0.61392, "time": 0.81882}
{"mode": "train", "epoch": 12, "iter": 3750, "lr": 0.0, "memory": 18878, "data_time": 0.04157, "loss_rpn_cls": 0.01172, "loss_rpn_bbox": 0.03702, "loss_cls": 0.14612, "acc": 94.36279, "loss_bbox": 0.19711, "loss_mask": 0.20943, "loss": 0.60141, "time": 0.8106}
{"mode": "train", "epoch": 12, "iter": 3800, "lr": 0.0, "memory": 18878, "data_time": 0.06041, "loss_rpn_cls": 0.01109, "loss_rpn_bbox": 0.03633, "loss_cls": 0.14613, "acc": 94.36621, "loss_bbox": 0.19852, "loss_mask": 0.20892, "loss": 0.60099, "time": 0.82711}
{"mode": "train", "epoch": 12, "iter": 3850, "lr": 0.0, "memory": 18878, "data_time": 0.04692, "loss_rpn_cls": 0.01196, "loss_rpn_bbox": 0.03745, "loss_cls": 0.14914, "acc": 94.22021, "loss_bbox": 0.20678, "loss_mask": 0.20908, "loss": 0.6144, "time": 0.81925}
{"mode": "train", "epoch": 12, "iter": 3900, "lr": 0.0, "memory": 18878, "data_time": 0.04804, "loss_rpn_cls": 0.01035, "loss_rpn_bbox": 0.03458, "loss_cls": 0.13574, "acc": 94.67993, "loss_bbox": 0.18792, "loss_mask": 0.20675, "loss": 0.57534, "time": 0.8048}
{"mode": "train", "epoch": 12, "iter": 3950, "lr": 0.0, "memory": 18878, "data_time": 0.04656, "loss_rpn_cls": 0.0112, "loss_rpn_bbox": 0.03518, "loss_cls": 0.13755, "acc": 94.625, "loss_bbox": 0.1927, "loss_mask": 0.2098, "loss": 0.58642, "time": 0.81953}
{"mode": "train", "epoch": 12, "iter": 4000, "lr": 0.0, "memory": 18878, "data_time": 0.0512, "loss_rpn_cls": 0.01246, "loss_rpn_bbox": 0.03823, "loss_cls": 0.14686, "acc": 94.34546, "loss_bbox": 0.20031, "loss_mask": 0.21167, "loss": 0.60955, "time": 0.85858}
{"mode": "train", "epoch": 12, "iter": 4050, "lr": 0.0, "memory": 18878, "data_time": 0.04801, "loss_rpn_cls": 0.01059, "loss_rpn_bbox": 0.03436, "loss_cls": 0.14422, "acc": 94.49121, "loss_bbox": 0.19415, "loss_mask": 0.20658, "loss": 0.5899, "time": 0.95353}
{"mode": "train", "epoch": 12, "iter": 4100, "lr": 0.0, "memory": 18878, "data_time": 0.0535, "loss_rpn_cls": 0.01092, "loss_rpn_bbox": 0.03516, "loss_cls": 0.13726, "acc": 94.75684, "loss_bbox": 0.18771, "loss_mask": 0.20456, "loss": 0.57561, "time": 0.81056}
{"mode": "train", "epoch": 12, "iter": 4150, "lr": 0.0, "memory": 18878, "data_time": 0.05725, "loss_rpn_cls": 0.01163, "loss_rpn_bbox": 0.03782, "loss_cls": 0.14703, "acc": 94.41846, "loss_bbox": 0.19352, "loss_mask": 0.20706, "loss": 0.59705, "time": 0.82583}
{"mode": "train", "epoch": 12, "iter": 4200, "lr": 0.0, "memory": 18878, "data_time": 0.05372, "loss_rpn_cls": 0.01136, "loss_rpn_bbox": 0.03707, "loss_cls": 0.14011, "acc": 94.69971, "loss_bbox": 0.19334, "loss_mask": 0.2059, "loss": 0.58778, "time": 0.85348}
{"mode": "train", "epoch": 12, "iter": 4250, "lr": 0.0, "memory": 18878, "data_time": 0.04849, "loss_rpn_cls": 0.0104, "loss_rpn_bbox": 0.03659, "loss_cls": 0.14708, "acc": 94.22241, "loss_bbox": 0.2003, "loss_mask": 0.21052, "loss": 0.60489, "time": 0.96583}
{"mode": "train", "epoch": 12, "iter": 4300, "lr": 0.0, "memory": 18878, "data_time": 0.0481, "loss_rpn_cls": 0.01186, "loss_rpn_bbox": 0.03493, "loss_cls": 0.1452, "acc": 94.37476, "loss_bbox": 0.19945, "loss_mask": 0.21141, "loss": 0.60284, "time": 0.81736}
{"mode": "train", "epoch": 12, "iter": 4350, "lr": 0.0, "memory": 18878, "data_time": 0.06806, "loss_rpn_cls": 0.01055, "loss_rpn_bbox": 0.03509, "loss_cls": 0.1343, "acc": 94.8313, "loss_bbox": 0.18715, "loss_mask": 0.20333, "loss": 0.57041, "time": 0.82002}
{"mode": "train", "epoch": 12, "iter": 4400, "lr": 0.0, "memory": 18878, "data_time": 0.05407, "loss_rpn_cls": 0.01214, "loss_rpn_bbox": 0.03975, "loss_cls": 0.14698, "acc": 94.32422, "loss_bbox": 0.20321, "loss_mask": 0.21389, "loss": 0.61597, "time": 0.83084}
{"mode": "train", "epoch": 12, "iter": 4450, "lr": 0.0, "memory": 18878, "data_time": 0.06234, "loss_rpn_cls": 0.01269, "loss_rpn_bbox": 0.03774, "loss_cls": 0.14579, "acc": 94.38232, "loss_bbox": 0.19672, "loss_mask": 0.21076, "loss": 0.6037, "time": 0.82584}
{"mode": "train", "epoch": 12, "iter": 4500, "lr": 0.0, "memory": 18878, "data_time": 0.06364, "loss_rpn_cls": 0.012, "loss_rpn_bbox": 0.0409, "loss_cls": 0.14778, "acc": 94.26172, "loss_bbox": 0.20254, "loss_mask": 0.21308, "loss": 0.61629, "time": 0.82328}
{"mode": "train", "epoch": 12, "iter": 4550, "lr": 0.0, "memory": 18878, "data_time": 0.05511, "loss_rpn_cls": 0.01033, "loss_rpn_bbox": 0.03662, "loss_cls": 0.14354, "acc": 94.44043, "loss_bbox": 0.19908, "loss_mask": 0.21056, "loss": 0.60014, "time": 0.82399}
{"mode": "train", "epoch": 12, "iter": 4600, "lr": 0.0, "memory": 18878, "data_time": 0.04699, "loss_rpn_cls": 0.01199, "loss_rpn_bbox": 0.03496, "loss_cls": 0.14403, "acc": 94.51343, "loss_bbox": 0.19316, "loss_mask": 0.20833, "loss": 0.59246, "time": 0.81105}
{"mode": "train", "epoch": 12, "iter": 4650, "lr": 0.0, "memory": 18878, "data_time": 0.04664, "loss_rpn_cls": 0.01093, "loss_rpn_bbox": 0.03516, "loss_cls": 0.14072, "acc": 94.61108, "loss_bbox": 0.19485, "loss_mask": 0.20631, "loss": 0.58798, "time": 0.81909}
{"mode": "train", "epoch": 12, "iter": 4700, "lr": 0.0, "memory": 18878, "data_time": 0.05236, "loss_rpn_cls": 0.01162, "loss_rpn_bbox": 0.03821, "loss_cls": 0.14563, "acc": 94.39551, "loss_bbox": 0.19789, "loss_mask": 0.21635, "loss": 0.60971, "time": 0.82392}
{"mode": "train", "epoch": 12, "iter": 4750, "lr": 0.0, "memory": 18878, "data_time": 0.05221, "loss_rpn_cls": 0.01174, "loss_rpn_bbox": 0.03684, "loss_cls": 0.14583, "acc": 94.44849, "loss_bbox": 0.199, "loss_mask": 0.20772, "loss": 0.60112, "time": 0.82302}
{"mode": "train", "epoch": 12, "iter": 4800, "lr": 0.0, "memory": 18878, "data_time": 0.03977, "loss_rpn_cls": 0.01147, "loss_rpn_bbox": 0.03548, "loss_cls": 0.14482, "acc": 94.45605, "loss_bbox": 0.19551, "loss_mask": 0.21435, "loss": 0.60163, "time": 0.80938}
{"mode": "train", "epoch": 12, "iter": 4850, "lr": 0.0, "memory": 18878, "data_time": 0.06201, "loss_rpn_cls": 0.01182, "loss_rpn_bbox": 0.0393, "loss_cls": 0.15148, "acc": 94.26611, "loss_bbox": 0.20909, "loss_mask": 0.21049, "loss": 0.62217, "time": 0.82586}
{"mode": "train", "epoch": 12, "iter": 4900, "lr": 0.0, "memory": 18878, "data_time": 0.06281, "loss_rpn_cls": 0.01197, "loss_rpn_bbox": 0.03687, "loss_cls": 0.14499, "acc": 94.34204, "loss_bbox": 0.19819, "loss_mask": 0.20731, "loss": 0.59933, "time": 0.82718}
{"mode": "train", "epoch": 12, "iter": 4950, "lr": 0.0, "memory": 18878, "data_time": 0.06871, "loss_rpn_cls": 0.01108, "loss_rpn_bbox": 0.03752, "loss_cls": 0.14846, "acc": 94.18286, "loss_bbox": 0.20409, "loss_mask": 0.21205, "loss": 0.6132, "time": 0.81635}
{"mode": "train", "epoch": 12, "iter": 5000, "lr": 0.0, "memory": 18878, "data_time": 0.05722, "loss_rpn_cls": 0.01228, "loss_rpn_bbox": 0.03778, "loss_cls": 0.1517, "acc": 94.19238, "loss_bbox": 0.20687, "loss_mask": 0.2139, "loss": 0.62252, "time": 0.82595}
{"mode": "train", "epoch": 12, "iter": 5050, "lr": 0.0, "memory": 18878, "data_time": 0.05329, "loss_rpn_cls": 0.01031, "loss_rpn_bbox": 0.03736, "loss_cls": 0.14409, "acc": 94.50122, "loss_bbox": 0.19834, "loss_mask": 0.20823, "loss": 0.59833, "time": 0.91851}
{"mode": "train", "epoch": 12, "iter": 5100, "lr": 0.0, "memory": 18878, "data_time": 0.04239, "loss_rpn_cls": 0.01068, "loss_rpn_bbox": 0.03749, "loss_cls": 0.14702, "acc": 94.28394, "loss_bbox": 0.20035, "loss_mask": 0.21034, "loss": 0.60588, "time": 0.89422}
{"mode": "train", "epoch": 12, "iter": 5150, "lr": 0.0, "memory": 18878, "data_time": 0.06268, "loss_rpn_cls": 0.01179, "loss_rpn_bbox": 0.03795, "loss_cls": 0.14547, "acc": 94.40991, "loss_bbox": 0.20515, "loss_mask": 0.21276, "loss": 0.61311, "time": 0.82293}
{"mode": "train", "epoch": 12, "iter": 5200, "lr": 0.0, "memory": 18878, "data_time": 0.05174, "loss_rpn_cls": 0.01095, "loss_rpn_bbox": 0.03622, "loss_cls": 0.14161, "acc": 94.58105, "loss_bbox": 0.19465, "loss_mask": 0.20899, "loss": 0.59242, "time": 0.81425}
{"mode": "train", "epoch": 12, "iter": 5250, "lr": 0.0, "memory": 18878, "data_time": 0.04042, "loss_rpn_cls": 0.01206, "loss_rpn_bbox": 0.03646, "loss_cls": 0.1416, "acc": 94.56201, "loss_bbox": 0.19697, "loss_mask": 0.21001, "loss": 0.5971, "time": 0.88051}
{"mode": "train", "epoch": 12, "iter": 5300, "lr": 0.0, "memory": 18878, "data_time": 0.04576, "loss_rpn_cls": 0.01096, "loss_rpn_bbox": 0.03534, "loss_cls": 0.13741, "acc": 94.71582, "loss_bbox": 0.1934, "loss_mask": 0.21154, "loss": 0.58865, "time": 0.94563}
{"mode": "train", "epoch": 12, "iter": 5350, "lr": 0.0, "memory": 18878, "data_time": 0.04873, "loss_rpn_cls": 0.01153, "loss_rpn_bbox": 0.03746, "loss_cls": 0.15128, "acc": 94.2146, "loss_bbox": 0.20643, "loss_mask": 0.21361, "loss": 0.6203, "time": 0.82597}
{"mode": "train", "epoch": 12, "iter": 5400, "lr": 0.0, "memory": 18878, "data_time": 0.0567, "loss_rpn_cls": 0.01117, "loss_rpn_bbox": 0.03717, "loss_cls": 0.13854, "acc": 94.64429, "loss_bbox": 0.19237, "loss_mask": 0.20481, "loss": 0.58406, "time": 0.82792}
{"mode": "train", "epoch": 12, "iter": 5450, "lr": 0.0, "memory": 18878, "data_time": 0.04303, "loss_rpn_cls": 0.01031, "loss_rpn_bbox": 0.03494, "loss_cls": 0.14178, "acc": 94.51025, "loss_bbox": 0.19675, "loss_mask": 0.21082, "loss": 0.5946, "time": 0.81168}
{"mode": "train", "epoch": 12, "iter": 5500, "lr": 0.0, "memory": 18878, "data_time": 0.042, "loss_rpn_cls": 0.00996, "loss_rpn_bbox": 0.03349, "loss_cls": 0.13892, "acc": 94.70459, "loss_bbox": 0.18773, "loss_mask": 0.21084, "loss": 0.58093, "time": 0.81151}
{"mode": "train", "epoch": 12, "iter": 5550, "lr": 0.0, "memory": 18878, "data_time": 0.05024, "loss_rpn_cls": 0.01189, "loss_rpn_bbox": 0.03821, "loss_cls": 0.14882, "acc": 94.30957, "loss_bbox": 0.20218, "loss_mask": 0.2102, "loss": 0.6113, "time": 0.82252}
{"mode": "train", "epoch": 12, "iter": 5600, "lr": 0.0, "memory": 18878, "data_time": 0.04654, "loss_rpn_cls": 0.00981, "loss_rpn_bbox": 0.03503, "loss_cls": 0.13978, "acc": 94.58789, "loss_bbox": 0.19375, "loss_mask": 0.20763, "loss": 0.586, "time": 0.81435}
{"mode": "train", "epoch": 12, "iter": 5650, "lr": 0.0, "memory": 18878, "data_time": 0.05325, "loss_rpn_cls": 0.01145, "loss_rpn_bbox": 0.03723, "loss_cls": 0.14165, "acc": 94.50806, "loss_bbox": 0.19173, "loss_mask": 0.2035, "loss": 0.58556, "time": 0.81871}
{"mode": "train", "epoch": 12, "iter": 5700, "lr": 0.0, "memory": 18878, "data_time": 0.06005, "loss_rpn_cls": 0.01077, "loss_rpn_bbox": 0.03633, "loss_cls": 0.13707, "acc": 94.70996, "loss_bbox": 0.19004, "loss_mask": 0.203, "loss": 0.57721, "time": 0.81456}
{"mode": "train", "epoch": 12, "iter": 5750, "lr": 0.0, "memory": 18878, "data_time": 0.04339, "loss_rpn_cls": 0.01069, "loss_rpn_bbox": 0.03444, "loss_cls": 0.13536, "acc": 94.83887, "loss_bbox": 0.18753, "loss_mask": 0.20378, "loss": 0.5718, "time": 0.81121}
{"mode": "train", "epoch": 12, "iter": 5800, "lr": 0.0, "memory": 18878, "data_time": 0.05731, "loss_rpn_cls": 0.012, "loss_rpn_bbox": 0.03818, "loss_cls": 0.14737, "acc": 94.31592, "loss_bbox": 0.20202, "loss_mask": 0.21253, "loss": 0.6121, "time": 0.82345}
{"mode": "train", "epoch": 12, "iter": 5850, "lr": 0.0, "memory": 18878, "data_time": 0.05748, "loss_rpn_cls": 0.01126, "loss_rpn_bbox": 0.03765, "loss_cls": 0.14506, "acc": 94.36987, "loss_bbox": 0.2042, "loss_mask": 0.21267, "loss": 0.61083, "time": 0.81829}
{"mode": "train", "epoch": 12, "iter": 5900, "lr": 0.0, "memory": 18878, "data_time": 0.0449, "loss_rpn_cls": 0.01145, "loss_rpn_bbox": 0.03736, "loss_cls": 0.14433, "acc": 94.49561, "loss_bbox": 0.19435, "loss_mask": 0.20797, "loss": 0.59546, "time": 0.81806}
{"mode": "train", "epoch": 12, "iter": 5950, "lr": 0.0, "memory": 18878, "data_time": 0.05709, "loss_rpn_cls": 0.01194, "loss_rpn_bbox": 0.03937, "loss_cls": 0.14762, "acc": 94.37744, "loss_bbox": 0.20076, "loss_mask": 0.21015, "loss": 0.60985, "time": 0.83294}
{"mode": "train", "epoch": 12, "iter": 6000, "lr": 0.0, "memory": 18878, "data_time": 0.05222, "loss_rpn_cls": 0.01091, "loss_rpn_bbox": 0.03558, "loss_cls": 0.14207, "acc": 94.49268, "loss_bbox": 0.1927, "loss_mask": 0.21281, "loss": 0.59407, "time": 0.80608}
{"mode": "train", "epoch": 12, "iter": 6050, "lr": 0.0, "memory": 18878, "data_time": 0.04617, "loss_rpn_cls": 0.01097, "loss_rpn_bbox": 0.03655, "loss_cls": 0.14579, "acc": 94.41113, "loss_bbox": 0.19607, "loss_mask": 0.20931, "loss": 0.59867, "time": 0.81821}
{"mode": "train", "epoch": 12, "iter": 6100, "lr": 0.0, "memory": 18878, "data_time": 0.05209, "loss_rpn_cls": 0.01189, "loss_rpn_bbox": 0.036, "loss_cls": 0.1419, "acc": 94.56885, "loss_bbox": 0.19747, "loss_mask": 0.21163, "loss": 0.59889, "time": 0.92745}
{"mode": "train", "epoch": 12, "iter": 6150, "lr": 0.0, "memory": 18878, "data_time": 0.04601, "loss_rpn_cls": 0.012, "loss_rpn_bbox": 0.03734, "loss_cls": 0.14932, "acc": 94.30298, "loss_bbox": 0.20253, "loss_mask": 0.21416, "loss": 0.61535, "time": 0.90441}
{"mode": "train", "epoch": 12, "iter": 6200, "lr": 0.0, "memory": 18878, "data_time": 0.05165, "loss_rpn_cls": 0.01142, "loss_rpn_bbox": 0.03627, "loss_cls": 0.14462, "acc": 94.51978, "loss_bbox": 0.19973, "loss_mask": 0.2109, "loss": 0.60294, "time": 0.82467}
{"mode": "train", "epoch": 12, "iter": 6250, "lr": 0.0, "memory": 18878, "data_time": 0.0563, "loss_rpn_cls": 0.01145, "loss_rpn_bbox": 0.03824, "loss_cls": 0.15032, "acc": 94.23218, "loss_bbox": 0.20376, "loss_mask": 0.21167, "loss": 0.61543, "time": 0.81573}
{"mode": "train", "epoch": 12, "iter": 6300, "lr": 0.0, "memory": 18878, "data_time": 0.06193, "loss_rpn_cls": 0.01201, "loss_rpn_bbox": 0.03769, "loss_cls": 0.14824, "acc": 94.27808, "loss_bbox": 0.19676, "loss_mask": 0.20897, "loss": 0.60366, "time": 0.91961}
{"mode": "train", "epoch": 12, "iter": 6350, "lr": 0.0, "memory": 18878, "data_time": 0.05755, "loss_rpn_cls": 0.01169, "loss_rpn_bbox": 0.03704, "loss_cls": 0.14227, "acc": 94.51733, "loss_bbox": 0.19904, "loss_mask": 0.21478, "loss": 0.60481, "time": 0.95886}
{"mode": "train", "epoch": 12, "iter": 6400, "lr": 0.0, "memory": 18878, "data_time": 0.06451, "loss_rpn_cls": 0.01244, "loss_rpn_bbox": 0.03875, "loss_cls": 0.15168, "acc": 94.19238, "loss_bbox": 0.20507, "loss_mask": 0.214, "loss": 0.62194, "time": 0.82589}
{"mode": "train", "epoch": 12, "iter": 6450, "lr": 0.0, "memory": 18878, "data_time": 0.05524, "loss_rpn_cls": 0.0113, "loss_rpn_bbox": 0.03807, "loss_cls": 0.14577, "acc": 94.47192, "loss_bbox": 0.20121, "loss_mask": 0.21289, "loss": 0.60925, "time": 0.8371}
{"mode": "train", "epoch": 12, "iter": 6500, "lr": 0.0, "memory": 18878, "data_time": 0.04151, "loss_rpn_cls": 0.01038, "loss_rpn_bbox": 0.03498, "loss_cls": 0.14331, "acc": 94.48926, "loss_bbox": 0.19423, "loss_mask": 0.20789, "loss": 0.59079, "time": 0.82693}
{"mode": "train", "epoch": 12, "iter": 6550, "lr": 0.0, "memory": 18878, "data_time": 0.04963, "loss_rpn_cls": 0.01173, "loss_rpn_bbox": 0.03612, "loss_cls": 0.14229, "acc": 94.5437, "loss_bbox": 0.1945, "loss_mask": 0.20554, "loss": 0.59018, "time": 0.82395}
{"mode": "train", "epoch": 12, "iter": 6600, "lr": 0.0, "memory": 18878, "data_time": 0.06182, "loss_rpn_cls": 0.01233, "loss_rpn_bbox": 0.03705, "loss_cls": 0.14671, "acc": 94.35645, "loss_bbox": 0.20035, "loss_mask": 0.21419, "loss": 0.61063, "time": 0.83212}
{"mode": "train", "epoch": 12, "iter": 6650, "lr": 0.0, "memory": 18878, "data_time": 0.05796, "loss_rpn_cls": 0.01033, "loss_rpn_bbox": 0.0355, "loss_cls": 0.1443, "acc": 94.40332, "loss_bbox": 0.19951, "loss_mask": 0.21552, "loss": 0.60516, "time": 0.81658}
{"mode": "train", "epoch": 12, "iter": 6700, "lr": 0.0, "memory": 18878, "data_time": 0.06429, "loss_rpn_cls": 0.01078, "loss_rpn_bbox": 0.03635, "loss_cls": 0.14069, "acc": 94.62354, "loss_bbox": 0.19378, "loss_mask": 0.20912, "loss": 0.59072, "time": 0.83374}
{"mode": "train", "epoch": 12, "iter": 6750, "lr": 0.0, "memory": 18878, "data_time": 0.05849, "loss_rpn_cls": 0.01156, "loss_rpn_bbox": 0.03631, "loss_cls": 0.14942, "acc": 94.29761, "loss_bbox": 0.20215, "loss_mask": 0.21362, "loss": 0.61306, "time": 0.82328}
{"mode": "train", "epoch": 12, "iter": 6800, "lr": 0.0, "memory": 18878, "data_time": 0.05209, "loss_rpn_cls": 0.01243, "loss_rpn_bbox": 0.03747, "loss_cls": 0.14078, "acc": 94.57129, "loss_bbox": 0.19499, "loss_mask": 0.20859, "loss": 0.59426, "time": 0.81514}
{"mode": "train", "epoch": 12, "iter": 6850, "lr": 0.0, "memory": 18878, "data_time": 0.04908, "loss_rpn_cls": 0.01023, "loss_rpn_bbox": 0.03454, "loss_cls": 0.13439, "acc": 94.81494, "loss_bbox": 0.18604, "loss_mask": 0.20693, "loss": 0.57213, "time": 0.80902}
{"mode": "train", "epoch": 12, "iter": 6900, "lr": 0.0, "memory": 18878, "data_time": 0.04934, "loss_rpn_cls": 0.01227, "loss_rpn_bbox": 0.0379, "loss_cls": 0.1504, "acc": 94.30298, "loss_bbox": 0.20281, "loss_mask": 0.21124, "loss": 0.61461, "time": 0.82275}
{"mode": "train", "epoch": 12, "iter": 6950, "lr": 0.0, "memory": 18878, "data_time": 0.05968, "loss_rpn_cls": 0.01126, "loss_rpn_bbox": 0.03443, "loss_cls": 0.13693, "acc": 94.62915, "loss_bbox": 0.18956, "loss_mask": 0.20863, "loss": 0.58081, "time": 0.82381}
{"mode": "train", "epoch": 12, "iter": 7000, "lr": 0.0, "memory": 18878, "data_time": 0.0483, "loss_rpn_cls": 0.01159, "loss_rpn_bbox": 0.03637, "loss_cls": 0.14259, "acc": 94.5022, "loss_bbox": 0.19153, "loss_mask": 0.2047, "loss": 0.58677, "time": 0.82728}
{"mode": "train", "epoch": 12, "iter": 7050, "lr": 0.0, "memory": 18878, "data_time": 0.05285, "loss_rpn_cls": 0.0107, "loss_rpn_bbox": 0.03583, "loss_cls": 0.14382, "acc": 94.40942, "loss_bbox": 0.19974, "loss_mask": 0.21195, "loss": 0.60203, "time": 0.8203}
{"mode": "train", "epoch": 12, "iter": 7100, "lr": 0.0, "memory": 18878, "data_time": 0.05314, "loss_rpn_cls": 0.01037, "loss_rpn_bbox": 0.03531, "loss_cls": 0.14854, "acc": 94.25537, "loss_bbox": 0.19615, "loss_mask": 0.20585, "loss": 0.59622, "time": 0.81225}
{"mode": "train", "epoch": 12, "iter": 7150, "lr": 0.0, "memory": 18878, "data_time": 0.05747, "loss_rpn_cls": 0.01104, "loss_rpn_bbox": 0.03521, "loss_cls": 0.14171, "acc": 94.55908, "loss_bbox": 0.19451, "loss_mask": 0.21511, "loss": 0.59757, "time": 0.96305}
{"mode": "train", "epoch": 12, "iter": 7200, "lr": 0.0, "memory": 18878, "data_time": 0.05221, "loss_rpn_cls": 0.01029, "loss_rpn_bbox": 0.03663, "loss_cls": 0.14598, "acc": 94.37891, "loss_bbox": 0.19874, "loss_mask": 0.21175, "loss": 0.60339, "time": 0.91047}
{"mode": "train", "epoch": 12, "iter": 7250, "lr": 0.0, "memory": 18878, "data_time": 0.05007, "loss_rpn_cls": 0.01112, "loss_rpn_bbox": 0.03611, "loss_cls": 0.14179, "acc": 94.51953, "loss_bbox": 0.19724, "loss_mask": 0.20807, "loss": 0.59432, "time": 0.81797}
{"mode": "train", "epoch": 12, "iter": 7300, "lr": 0.0, "memory": 18878, "data_time": 0.04826, "loss_rpn_cls": 0.01132, "loss_rpn_bbox": 0.03705, "loss_cls": 0.13976, "acc": 94.63818, "loss_bbox": 0.19275, "loss_mask": 0.20616, "loss": 0.58704, "time": 0.82282}
{"mode": "val", "epoch": 12, "iter": 625, "lr": 0.0, "bbox_mAP": 0.493, "bbox_mAP_50": 0.719, "bbox_mAP_75": 0.541, "bbox_mAP_s": 0.305, "bbox_mAP_m": 0.536, "bbox_mAP_l": 0.666, "bbox_mAP_copypaste": "0.493 0.719 0.541 0.305 0.536 0.666", "segm_mAP": 0.437, "segm_mAP_50": 0.684, "segm_mAP_75": 0.465, "segm_mAP_s": 0.22, "segm_mAP_m": 0.472, "segm_mAP_l": 0.651, "segm_mAP_copypaste": "0.437 0.684 0.465 0.220 0.472 0.651"}